diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..ffc6323de867d2757ccf94f97c19e31b7fdaa241 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,12 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stdout.txt filter=lfs diff=lfs merge=lfs -text +fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stdout_v1.txt filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..02892d3adc93b4c94a425fe8aa59ff4cabc1ae10 --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - DNASE + - colon + - hg38 +--- +# ENCODE ChromBPNet Atlas +As part of the ENCODE 4 Project, we trained ChromBPNet models on 1,512 ENCODE DNAse-seq and ATAC-seq across 408 biosamples. Here, we provide all models for open-source use. + +For more information about the models, see: +- Main ENCODE 4 Paper +- [A unified lexicon of predictive DNA sequence motifs from ENCODE transcription factor binding and chromatin accessibility assays](https://doi.org/10.5281/zenodo.17123347) (Deshpande et al., Zenodo 2025) +- [ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and regulatory variants](https://doi.org/10.1101/2024.12.25.630221) (Pampari et al., bioRxiv 2024) + +## ChromBPNet model: DNASE in colonic mucosa (ENCSR576UAF) +- Model: ChromBPNet +- Assay: DNASE-seq +- Experiment: [ENCSR576UAF](https://www.encodeproject.org/experiments/ENCSR576UAF/) +- Model annotation: [ENCSR235RGV](https://www.encodeproject.org/annotations/ENCSR235RGV/) +- Biosample: colonic mucosa (Full name: Homo sapiens colonic mucosa tissue female child (16 years)) +- Cell slim(s): None +- Organ slim(s): intestine,large-intestine,colon +- Developmental slim(s): endoderm +- System slim(s): digestive-system +- Assembly: hg38 + +## Directory structure +- `fold_0`: Model of 5-fold cross-validation: Fold 0 + - `model.chrombpnet.fold_0.encid.h5`: full chrombpnet model that combines both bias and corrected model in .h5 format + - `model.chrombpnet_nobias.fold_0.encid.h5`: bias-corrected accessibility model in .h5 format (Use for all biological discovery) + - `model.bias_scaled.fold_0.encid.h5`: bias model in .h5 format + - `model.chrombpnet.fold_0.encid.tar`: full chrombpnet model that combines both bias and corrected model in SavedModel format. After being untarred, it results in a directory named "chrombpnet". + - `model.chrombpnet_nobias.fold_0.encid.tar`: bias-corrected accessibility model in SavedModel format (Use for all biological discovery). After being untarred, it results in a directory named "chrombpnet_wo_bias". + - `model.bias_scaled.fold_0.encid.tar`: bias model in SavedModel format. After being untarred, it results in a directory named "bias_model_scaled". + - `logs.models.fold_0.encid`: folder containing log files for training models +- `fold_1`: Model of 5-fold coss-validation: Fold 1 +- `fold_2`: Model of 5-fold cross-validation: Fold 2 +- `fold_3`: Model of 5-fold cross-validation: Fold 3 +- `fold_4`: Model of 5-fold cross-validation: Fold 4 + +# Instructions +## 1. Pseudocode for loading models in .h5 format + +(1) Use the code in python after appropriately defining `model_in_h5_format` and `inputs`. \ +(2) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the +number of tested sequences, 2114 is the input sequence length and 4 corresponds to [A,C,G,T]. + +```python +import tensorflow as tf +from tensorflow.keras.utils import get_custom_objects +from tensorflow.keras.models import load_model + +custom_objects={"tf": tf} +get_custom_objects().update(custom_objects) + +model=load_model(model_in_h5_format,compile=False) +outputs = model(inputs) +``` + +The list `outputs` consists of two elements. The first element has a shape of (N, 1000) and +contains logit predictions for a 1000-base-pair output. The second element, with a shape of +(N, 1), contains logcount predictions. To transform these predictions into per-base signals, +follow the provided pseudo code lines below. + +```python +import numpy as np + +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs[0]) * (np.exp(outputs[1])-1) +``` + +## 2. Pseudocode for loading models in .tar format + +(1) First untar the directory as follows `tar -xvf model.tar`. \ +(2) Use the code below in python after appropriately defining `model_dir_untared` and `inputs`. \ +(3) `inputs` is a one hot encoded sequence of shape (N,2114,4). Here N corresponds to the number +of tested sequences, 2114 is the input sequence length and 4 corresponds to ACGT. + +Reference: https://www.tensorflow.org/api_docs/python/tf/saved_model/load + +```python +import tensorflow as tf + +model = tf.saved_model.load('model_dir_untared') +outputs = model.signatures['serving_default'](**{'sequence':inputs.astype('float32')}) +``` + +The variable `outputs` represents a dictionary containing two key-value pairs. The first key +is `logits_profile_predictions`, holding a value with a shape of (N, 1000). This value corresponds +to logit predictions for a 1000-base-pair output. The second key, named `logcount_predictions``, +is associated with a value of shape (N, 1), representing logcount predictions. To transform these +predictions into per-base signals, utilize the provided pseudo code lines mentioned below. + +```python +import numpy as np +def softmax(x, temp=1): + norm_x = x - np.mean(x,axis=1, keepdims=True) + return np.exp(temp*norm_x)/np.sum(np.exp(temp*norm_x), axis=1, keepdims=True) + +predictions = softmax(outputs["logits_profile_predictions"]) * (np.exp(outputs["logcount_predictions"])-1) +``` + +## Docker image to load and use the models +- https://hub.docker.com/r/kundajelab/chrombpnet-atlas/ (tag:v1) + +## Code for ChromBPNet +- https://github.com/kundajelab/chrombpnet/ + +# License & citation +External data users may freely download, analyze and publish results based on any ENCODE data without restrictions. + +Released under the [ENCODE data-use policy](https://www.encodeproject.org/about/data-use-policy/). Please cite the ENCODE Project Consortium and the model software: [ChromBPNet](https://github.com/kundajelab/chrombpnet) (Pampari et al., bioRxiv 2024). \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.args.json b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..031d1e4063b5e6e5a6d3978a94a6e02250e49652 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..0a34bdcb2be827023c16a5f73b16876492189408 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.batch_loss.tsv @@ -0,0 +1,38769 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.961418628692627 1114.4378662109375 1022.3377075195312 None None None +0 1 97.41952514648438 4097.818359375 1068.0714111328125 None None None +0 2 65.88758087158203 3070.392822265625 1021.2890625 None None None +0 3 50.36957931518555 2622.06494140625 1055.5711669921875 None None None +0 4 40.80052185058594 2269.090576171875 1000.1945190429688 None None None +0 5 34.59419631958008 2101.34423828125 1025.46484375 None 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1.967948079109192 986.3929443359375 925.189453125 None None None +0 1943 1.9672693014144897 986.371337890625 925.18896484375 None None None +0 1944 1.966619849205017 986.250244140625 925.0880737304688 None None None +0 1945 1.965846300125122 986.2031860351562 925.0650634765625 None None None +0 1946 1.9651758670806885 986.1000366210938 924.9828491210938 None None None +0 1947 1.9643597602844238 985.99560546875 924.90380859375 None None None +0 1948 1.9637598991394043 985.9963989257812 924.9232177734375 None None None +0 1949 1.963146686553955 985.9232788085938 924.8692016601562 None None None +0 1950 1.9625293016433716 985.9026489257812 924.8678588867188 None None None +0 1951 1.9618983268737793 985.8344116210938 924.8192749023438 None None None +0 1952 1.9612419605255127 985.8032836914062 924.8085327148438 None None None +0 1953 1.9605594873428345 985.7357788085938 924.76220703125 None None None +0 1954 1.9598053693771362 985.6343994140625 924.6842651367188 None None None +0 1955 1.9591976404190063 985.6083374023438 924.6771850585938 None None None +0 1956 1.9585392475128174 985.5215454101562 924.61083984375 None None None +0 1957 1.9579212665557861 985.4470825195312 924.5556030273438 None None None +0 1958 1.9573822021484375 985.405029296875 924.5303955078125 None None None +0 1959 1.9567159414291382 985.2951049804688 924.441162109375 None None None +0 1960 1.9560425281524658 985.222900390625 924.3898315429688 None None None +0 1961 1.9553683996200562 985.1469116210938 924.3348999023438 None None None +0 1962 1.9547576904296875 985.13623046875 924.34326171875 None None None +0 1963 1.9541186094284058 985.0940551757812 924.3209228515625 None None None +0 1964 1.9535446166992188 985.1270141601562 924.3717651367188 None None None +0 1965 1.9528207778930664 984.9940185546875 924.26123046875 None None None +0 1966 1.952168345451355 984.9058227539062 924.193359375 None None None +0 1967 1.9514939785003662 984.8668823242188 924.1753540039062 None None None +0 1968 1.950863242149353 984.8587036132812 924.1868286132812 None None None +0 1969 1.950127363204956 984.7472534179688 924.0982055664062 None None None +0 1970 1.9496127367019653 984.7327270507812 924.0996704101562 None None None +0 1971 1.948970913887024 984.6627197265625 924.0496215820312 None None None +0 1972 1.9483122825622559 984.6343383789062 924.0416259765625 None None None +0 1973 1.947632908821106 984.5997314453125 924.0281982421875 None None None +0 1974 1.9469106197357178 984.5111083984375 923.9620971679688 None None None +0 1975 1.946282982826233 984.4730834960938 923.9435424804688 None None None +0 1976 1.9455238580703735 984.3663330078125 923.8604125976562 None None None +0 1977 1.9448680877685547 984.3070068359375 923.821533203125 None None None +0 1978 1.9441529512405396 984.2191162109375 923.7557983398438 None None None +0 1979 1.9435333013534546 984.1735229492188 923.7295532226562 None None None +0 1980 1.9428807497024536 984.1161499023438 923.6925048828125 None None None 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1.9347604513168335 983.6845092773438 923.5132446289062 None None None +0 1995 1.9340918064117432 983.624267578125 923.4738159179688 None None None +0 1996 1.933470606803894 983.596923828125 923.4658203125 None None None +0 1997 1.9329705238342285 983.6211547851562 923.5055541992188 None None None +0 1998 1.9325193166732788 983.610595703125 923.5091552734375 None None None +0 1999 1.932022213935852 983.644775390625 923.5587768554688 None None None +0 2000 1.9314419031143188 983.5811157226562 923.51318359375 None None None +0 2001 1.9307316541671753 983.52685546875 923.4810791015625 None None None +0 2002 1.9302113056182861 983.4739379882812 923.4443359375 None None None +0 2003 1.9296326637268066 983.4345703125 923.4229736328125 None None None +0 2004 1.9289504289627075 983.396240234375 923.4058837890625 None None None +0 2005 1.9283190965652466 983.3310546875 923.3603515625 None None None +0 2006 1.9276825189590454 983.3203125 923.369384765625 None None None +0 2007 1.9271448850631714 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None +2 1968 0.5568525195121765 860.369384765625 843.0513305664062 None None None +2 1969 0.5568414330482483 860.330078125 843.0123901367188 None None None +2 1970 0.5568647384643555 860.3458862304688 843.0274658203125 None None None +2 1971 0.5568172335624695 860.3157348632812 842.998779296875 None None None +2 1972 0.5567774176597595 860.2865600585938 842.9708862304688 None None None +2 1973 0.5567284822463989 860.2213745117188 842.9071655273438 None None None +2 1974 0.5566759705543518 860.1969604492188 842.8844604492188 None None None +2 1975 0.5566492080688477 860.2286376953125 842.9169311523438 None None None +2 1976 0.5566375255584717 860.169677734375 842.8584594726562 None None None +2 1977 0.5566682815551758 860.0645141601562 842.7523193359375 None None None +2 1978 0.5569434762001038 860.0668334960938 842.74609375 None None None +2 1979 0.5570073127746582 860.041259765625 842.7185668945312 None None None +2 1980 0.5569880604743958 859.9816284179688 842.6595458984375 None None 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0.5567771792411804 860.0007934570312 842.6851806640625 None None None +2 1995 0.5566969513893127 860.0115966796875 842.698486328125 None None None +2 1996 0.5566312670707703 859.9812622070312 842.670166015625 None None None +2 1997 0.5566037893295288 859.9663696289062 842.6560668945312 None None None +2 1998 0.5565542578697205 859.9303588867188 842.6216430664062 None None None +2 1999 0.5566182136535645 859.9491577148438 842.6384887695312 None None None +2 2000 0.5565532445907593 859.9944458007812 842.685791015625 None None None +2 2001 0.5564834475517273 859.998291015625 842.6918334960938 None None None +2 2002 0.55633944272995 859.9791259765625 842.6771240234375 None None None +2 2003 0.556308925151825 859.9549560546875 842.6538696289062 None None None +2 2004 0.5562674403190613 859.9679565429688 842.6681518554688 None None None +2 2005 0.5563096404075623 859.9999389648438 842.6988525390625 None None None +2 2006 0.5562958717346191 859.9946899414062 842.6940307617188 None None None 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837.3492431640625 822.6201171875 None None None +5 1952 0.4736305773258209 837.329833984375 822.6009521484375 None None None +5 1953 0.47357410192489624 837.2951049804688 822.5679321289062 None None None +5 1954 0.473547101020813 837.2911987304688 822.5648193359375 None None None +5 1955 0.4735935628414154 837.3674926757812 822.6396484375 None None None +5 1956 0.473611980676651 837.3646850585938 822.6362915039062 None None None +5 1957 0.4735630750656128 837.4034423828125 822.6765747070312 None None None +5 1958 0.47354474663734436 837.4342041015625 822.7078857421875 None None None +5 1959 0.47353002429008484 837.4356689453125 822.7098388671875 None None None +5 1960 0.47350823879241943 837.5057373046875 822.7805786132812 None None None +5 1961 0.47349148988723755 837.4903564453125 822.7656860351562 None None None +5 1962 0.47347262501716614 837.4716186523438 822.7476196289062 None None None +5 1963 0.4734688103199005 837.4572143554688 822.7332763671875 None None None +5 1964 0.47346100211143494 837.4747314453125 822.7510375976562 None None None +5 1965 0.4734897315502167 837.5269775390625 822.8023681640625 None None None +5 1966 0.4734818935394287 837.5985107421875 822.8742065429688 None None None +5 1967 0.4734695851802826 837.59375 822.8698120117188 None None None +5 1968 0.4733816683292389 837.5367431640625 822.8154907226562 None None None +5 1969 0.4733794629573822 837.5447998046875 822.8236083984375 None None None +5 1970 0.47336941957473755 837.5260620117188 822.8052368164062 None None None +5 1971 0.47337791323661804 837.6333618164062 822.9122314453125 None None None +5 1972 0.47335943579673767 837.6314697265625 822.910888671875 None None None +5 1973 0.47338569164276123 837.5653076171875 822.8439331054688 None None None +5 1974 0.47334596514701843 837.5557250976562 822.8355712890625 None None None +5 1975 0.47327369451522827 837.5730590820312 822.855224609375 None None None +5 1976 0.4733048975467682 837.6019897460938 822.8831787109375 None None None +5 1977 0.473247230052948 837.6033325195312 822.8863525390625 None None None +5 1978 0.473207950592041 837.575439453125 822.859619140625 None None None +5 1979 0.4731906056404114 837.5756225585938 822.8602905273438 None None None +5 1980 0.4731859266757965 837.53515625 822.8199462890625 None None None +5 1981 0.4732474982738495 837.5572509765625 822.8402099609375 None None None +5 1982 0.4732326567173004 837.5918579101562 822.8751831054688 None None None +5 1983 0.4731866419315338 837.6618041992188 822.946533203125 None None None +5 1984 0.47314372658729553 837.6524658203125 822.9385375976562 None None None +5 1985 0.47314274311065674 837.6483154296875 822.9344482421875 None None None +5 1986 0.47310781478881836 837.630615234375 822.9179077148438 None None None +5 1987 0.47313448786735535 837.6828002929688 822.9691772460938 None None None +5 1988 0.4731018543243408 837.6109619140625 822.8983154296875 None None None +5 1989 0.473148912191391 837.6552124023438 822.9411010742188 None None None +5 1990 0.4731704592704773 837.6582641601562 822.9435424804688 None None None +5 1991 0.4731336534023285 837.6799926757812 822.9664306640625 None None None +5 1992 0.47314003109931946 837.7169799804688 823.0032348632812 None None None +5 1993 0.47313082218170166 837.6695556640625 822.9561157226562 None None None +5 1994 0.4730883836746216 837.6534423828125 822.9412841796875 None None None +5 1995 0.4730944335460663 837.6104736328125 822.8981323242188 None None None +5 1996 0.47308340668678284 837.6061401367188 822.89404296875 None None None +5 1997 0.4731086194515228 837.639404296875 822.9265747070312 None None None +5 1998 0.4730738401412964 837.6670532226562 822.955322265625 None None None +5 1999 0.47316932678222656 837.6428833007812 822.9281005859375 None None None +5 2000 0.4731922745704651 837.7213745117188 823.0059204101562 None None None +5 2001 0.4732121229171753 837.7137451171875 822.9976196289062 None None None +5 2002 0.47315001487731934 837.703125 822.989013671875 None None None +5 2003 0.47308453917503357 837.63134765625 822.919189453125 None None None +5 2004 0.47314730286598206 837.6084594726562 822.8943481445312 None None None +5 2005 0.4731970429420471 837.6000366210938 822.8844604492188 None None None +5 2006 0.47325098514556885 837.6663818359375 822.9491577148438 None None None +5 2007 0.4732503890991211 837.7130737304688 822.9959106445312 None None None +5 2008 0.4733198285102844 837.678955078125 822.9595947265625 None None None +5 2009 0.4734809398651123 837.6464233398438 822.922119140625 None None None +5 2010 0.4734577238559723 837.6605834960938 822.9369506835938 None None None +5 2011 0.47348204255104065 837.7385864257812 823.01416015625 None None None +5 2012 0.47365838289260864 837.7477416992188 823.0177612304688 None None None +5 2013 0.47375497221946716 837.723388671875 822.990478515625 None None None +5 2014 0.47370192408561707 837.7113647460938 822.9801025390625 None None None +5 2015 0.4737290143966675 837.69384765625 822.961669921875 None None None +5 2016 0.47381946444511414 837.7000122070312 822.9650268554688 None None None +5 2017 0.47382763028144836 837.7241821289062 822.989013671875 None None None +5 2018 0.47379451990127563 837.751220703125 823.0169677734375 None None None +5 2019 0.473743200302124 837.7315063476562 822.9989013671875 None None None +5 2020 0.4737965166568756 837.7794799804688 823.0452270507812 None None None +5 2021 0.4738110899925232 837.8654174804688 823.1307373046875 None None None +5 2022 0.47385913133621216 837.83447265625 823.0983276367188 None None None +5 2023 0.47392207384109497 837.8255615234375 823.0874633789062 None None None +5 2024 0.47391626238822937 837.8590698242188 823.1211547851562 None None None +5 2025 0.47393205761909485 837.8036499023438 823.0652465820312 None None None +5 2026 0.4739159643650055 837.7979125976562 823.0599975585938 None None None +5 2027 0.4739413261413574 837.8229370117188 823.0841674804688 None None None +5 2028 0.473964124917984 837.8823852539062 823.1429443359375 None None None +5 2029 0.4739331305027008 837.7800903320312 823.0416259765625 None None None +5 2030 0.4740113317966461 837.7623291015625 823.0214233398438 None None None +5 2031 0.4740290939807892 837.779052734375 823.0375366210938 None None None +5 2032 0.47397691011428833 837.8416748046875 823.101806640625 None None None +5 2033 0.4740111529827118 837.87841796875 823.137451171875 None None None +5 2034 0.47403475642204285 837.8606567382812 823.1189575195312 None None None +5 2035 0.47399330139160156 837.8843994140625 823.1439208984375 None None None +5 2036 0.473947674036026 837.8446044921875 823.1055908203125 None None None +5 2037 0.4738842248916626 837.8976440429688 823.1605834960938 None None None +5 2038 0.473921000957489 837.8401489257812 823.1019897460938 None None None +5 2039 0.4739464223384857 837.8352661132812 823.0963745117188 None None None +5 2040 0.4739089906215668 837.8218994140625 823.084228515625 None None None 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None None +8 1932 0.4297368824481964 825.571044921875 812.2046508789062 None None None +8 1933 0.42975831031799316 825.574951171875 812.2078857421875 None None None +8 1934 0.42976516485214233 825.584716796875 812.2174682617188 None None None +8 1935 0.4297059178352356 825.6051635742188 812.2398071289062 None None None +8 1936 0.42976003885269165 825.6502685546875 812.2832641601562 None None None +8 1937 0.42978885769844055 825.620849609375 812.2529296875 None None None +8 1938 0.4297654628753662 825.6557006835938 812.2884521484375 None None None +8 1939 0.42971864342689514 825.7047119140625 812.3388671875 None None None +8 1940 0.4296680986881256 825.6551513671875 812.2908935546875 None None None +8 1941 0.4296225905418396 825.6437377929688 812.2808837890625 None None None +8 1942 0.429623007774353 825.6499633789062 812.287109375 None None None +8 1943 0.4297453761100769 825.6312866210938 812.2646484375 None None None +8 1944 0.4296796917915344 825.660888671875 812.2963256835938 None None None +8 1945 0.4296886920928955 825.6101684570312 812.245361328125 None None None +8 1946 0.42973023653030396 825.6302490234375 812.2640991210938 None None None +8 1947 0.4297522008419037 825.64892578125 812.2821655273438 None None None +8 1948 0.42979079484939575 825.6748046875 812.306884765625 None None None +8 1949 0.42976102232933044 825.6560668945312 812.2891235351562 None None None +8 1950 0.42976853251457214 825.6591186523438 812.2919921875 None None None +8 1951 0.42973920702934265 825.6508178710938 812.2845458984375 None None None +8 1952 0.4296658933162689 825.6583251953125 812.2943725585938 None None None +8 1953 0.4297022819519043 825.6651000976562 812.2999877929688 None None None +8 1954 0.4296947717666626 825.6552734375 812.2903442382812 None None None +8 1955 0.42973482608795166 825.6305541992188 812.264404296875 None None None +8 1956 0.4297136068344116 825.6082153320312 812.2427368164062 None None None +8 1957 0.42971402406692505 825.624755859375 812.25927734375 None None None +8 1958 0.42969146370887756 825.554931640625 812.1901245117188 None None None +8 1959 0.42967861890792847 825.5448608398438 812.1803588867188 None None None +8 1960 0.4296380281448364 825.5582275390625 812.1950073242188 None None None +8 1961 0.42958325147628784 825.5772705078125 812.2158203125 None None None +8 1962 0.4295331537723541 825.545654296875 812.1857299804688 None None None +8 1963 0.4295204281806946 825.61767578125 812.258056640625 None None None +8 1964 0.429502934217453 825.6616821289062 812.3026733398438 None None None +8 1965 0.42945384979248047 825.7400512695312 812.382568359375 None None None +8 1966 0.4294724464416504 825.725341796875 812.3673095703125 None None None +8 1967 0.4294833540916443 825.7026977539062 812.3442993164062 None None None +8 1968 0.429538369178772 825.7073364257812 812.3472290039062 None None None +8 1969 0.4295714199542999 825.7190551757812 812.35791015625 None None None +8 1970 0.4295434057712555 825.7304077148438 812.3701782226562 None None None +8 1971 0.4295889735221863 825.7257690429688 812.3640747070312 None None None +8 1972 0.4296084940433502 825.6718139648438 812.3095703125 None None None +8 1973 0.42959392070770264 825.6224975585938 812.2606811523438 None None None +8 1974 0.4295399487018585 825.5862426757812 812.2261352539062 None None None +8 1975 0.4294601082801819 825.5550537109375 812.1973876953125 None None None +8 1976 0.4294172525405884 825.5975341796875 812.2412719726562 None None None +8 1977 0.429383248090744 825.5848388671875 812.2296142578125 None None None +8 1978 0.42948195338249207 825.5885009765625 812.230224609375 None None None +8 1979 0.42950084805488586 825.6007690429688 812.2418823242188 None None None +8 1980 0.42952635884284973 825.6585083007812 812.2988891601562 None None None +8 1981 0.4294794201850891 825.6119995117188 812.2537841796875 None None None +8 1982 0.42944005131721497 825.5806274414062 812.2236938476562 None None None +8 1983 0.4294557273387909 825.5481567382812 812.1907348632812 None None None +8 1984 0.42942970991134644 825.5881958007812 812.2316284179688 None None None +8 1985 0.42943400144577026 825.5324096679688 812.1757202148438 None None None +8 1986 0.4294297993183136 825.4254150390625 812.06884765625 None None None +8 1987 0.4294036030769348 825.3980102539062 812.0422973632812 None None None +8 1988 0.429447203874588 825.4680786132812 812.1110229492188 None None None +8 1989 0.42941319942474365 825.536376953125 812.1803588867188 None None None +8 1990 0.42941099405288696 825.5335693359375 812.1776123046875 None None None +8 1991 0.42942675948143005 825.5878295898438 812.2313842773438 None None None +8 1992 0.4294477701187134 825.6070556640625 812.25 None None None +8 1993 0.42949292063713074 825.6346435546875 812.276123046875 None None None +8 1994 0.4294710159301758 825.6063842773438 812.24853515625 None None None +8 1995 0.42945152521133423 825.614501953125 812.25732421875 None None None +8 1996 0.4294460117816925 825.6358032226562 812.27880859375 None None None +8 1997 0.429380863904953 825.6325073242188 812.2775268554688 None None None +8 1998 0.42935076355934143 825.6912841796875 812.3372802734375 None None None +8 1999 0.42935118079185486 825.6131591796875 812.2591552734375 None None None +8 2000 0.4293297827243805 825.6403198242188 812.2869873046875 None None None +8 2001 0.42935609817504883 825.6148071289062 812.2606201171875 None None None +8 2002 0.42935317754745483 825.5990600585938 812.2449951171875 None None None +8 2003 0.42930781841278076 825.5874633789062 812.2348022460938 None None None +8 2004 0.42930442094802856 825.5647583007812 812.2122802734375 None None None +8 2005 0.429264098405838 825.5357055664062 812.1843872070312 None None None +8 2006 0.4292600154876709 825.5692749023438 812.2180786132812 None None None +8 2007 0.4292680621147156 825.5260009765625 812.174560546875 None None None +8 2008 0.429299533367157 825.531005859375 812.1785278320312 None None None +8 2009 0.4293418526649475 825.51171875 812.157958984375 None None None +8 2010 0.4293228089809418 825.5374145507812 812.1842041015625 None None None +8 2011 0.4293123781681061 825.5416870117188 812.1887817382812 None None None +8 2012 0.4292888045310974 825.5274047851562 812.1751708984375 None None None +8 2013 0.4292648732662201 825.534423828125 812.1829833984375 None None None +8 2014 0.4292301833629608 825.5806274414062 812.2302856445312 None None None +8 2015 0.4291979968547821 825.5909423828125 812.2415771484375 None None None +8 2016 0.42918136715888977 825.6419677734375 812.2930908203125 None None None +8 2017 0.42915573716163635 825.5767211914062 812.2286376953125 None None None +8 2018 0.4291340410709381 825.5827026367188 812.2352905273438 None None None +8 2019 0.429159015417099 825.55859375 812.21044921875 None None None +8 2020 0.429129034280777 825.5875244140625 812.2402954101562 None None None +8 2021 0.4290853440761566 825.5645141601562 812.2185668945312 None None None +8 2022 0.4290875196456909 825.5772094726562 812.231201171875 None None None +8 2023 0.4291078448295593 825.6005859375 812.2539672851562 None None None +8 2024 0.429112046957016 825.61474609375 812.2679443359375 None None None +8 2025 0.4291090667247772 825.5866088867188 812.2398681640625 None None None +8 2026 0.42911645770072937 825.6007690429688 812.2538452148438 None None None +8 2027 0.429094523191452 825.6005249023438 812.2542724609375 None None None +8 2028 0.4291098713874817 825.6030883789062 812.2562866210938 None None None +8 2029 0.4291711449623108 825.631103515625 812.2824096679688 None None None +8 2030 0.42916446924209595 825.6672973632812 812.31884765625 None None None +8 2031 0.42914828658103943 825.7144165039062 812.3665161132812 None None None +8 2032 0.42910265922546387 825.7530517578125 812.4065551757812 None None None +8 2033 0.42911383509635925 825.6965942382812 812.3497924804688 None None None +8 2034 0.4290381073951721 825.70166015625 812.357177734375 None None None +8 2035 0.4291495680809021 825.6646728515625 812.3167114257812 None None None +8 2036 0.429182767868042 825.6856689453125 812.336669921875 None None None +8 2037 0.429117888212204 825.6347045898438 812.2877197265625 None None None +8 2038 0.42922672629356384 825.662841796875 812.3124389648438 None None None +8 2039 0.4292762279510498 825.6351318359375 812.283203125 None None None +8 2040 0.42934736609458923 825.6744384765625 812.3202514648438 None None None +8 2041 0.4293396472930908 825.6746215820312 812.3207397460938 None None None +8 2042 0.4293789267539978 825.6643676757812 812.3092651367188 None None None +8 2043 0.4294131398200989 825.6967163085938 812.340576171875 None None None +8 2044 0.42940783500671387 825.71728515625 812.3612060546875 None None None +8 2045 0.4294111728668213 825.768798828125 812.4127197265625 None None None +8 2046 0.42951011657714844 825.7349243164062 812.3757934570312 None None None +8 2047 0.4295418858528137 825.7621459960938 812.4019775390625 None None None +8 2048 0.4295206069946289 825.7529296875 812.3934326171875 None None None +8 2049 0.4294804334640503 825.7616577148438 812.4034423828125 None None None +8 2050 0.42945340275764465 825.7113647460938 812.3539428710938 None None None +8 2051 0.4294183850288391 825.6851196289062 812.3287963867188 None None None +8 2052 0.4294731318950653 825.7301025390625 812.3720703125 None None None +8 2053 0.4294578433036804 825.696533203125 812.3389282226562 None None None +8 2054 0.42949751019477844 825.7325439453125 812.3737182617188 None None None +8 2055 0.42955002188682556 825.7613525390625 812.4008178710938 None None None +8 2056 0.429579496383667 825.7998046875 812.4384155273438 None None None +8 2057 0.42955145239830017 825.7904663085938 812.429931640625 None None None +8 2058 0.4295254945755005 825.787841796875 812.4281005859375 None None None +8 2059 0.4295650124549866 825.7805786132812 812.4196166992188 None None None +8 2060 0.42954903841018677 825.7383422851562 812.3779296875 None None None +8 2061 0.4294924736022949 825.76611328125 812.4075317382812 None None None +8 2062 0.4295288622379303 825.76513671875 812.4053344726562 None None None +8 2063 0.4295203685760498 825.7587280273438 812.399169921875 None None None +8 2064 0.42954540252685547 825.7794799804688 812.4191284179688 None None None +8 2065 0.4295520782470703 825.7249755859375 812.3644409179688 None None None +8 2066 0.429531067609787 825.708740234375 812.348876953125 None None None +8 2067 0.4296058416366577 825.6861572265625 812.3240356445312 None None None +8 2068 0.42965036630630493 825.6420288085938 812.2785034179688 None None None +8 2069 0.4296647012233734 825.5802001953125 812.21630859375 None None None +8 2070 0.42961227893829346 825.5830688476562 812.2207641601562 None None None +8 2071 0.4295588433742523 825.583740234375 812.22314453125 None None None +8 2072 0.42962411046028137 825.6187744140625 812.2561645507812 None None None +8 2073 0.42958566546440125 825.6259765625 812.2645874023438 None None None +8 2074 0.42952173948287964 825.6373901367188 812.2779541015625 None None None +8 2075 0.4295801520347595 825.6196899414062 812.2584228515625 None None None +8 2076 0.42953017354011536 825.71826171875 812.3585815429688 None None None +8 2077 0.42959168553352356 825.73974609375 812.3781127929688 None None None +8 2078 0.4295977056026459 825.7465209960938 812.384765625 None None None +8 2079 0.4296860694885254 825.7203979492188 812.3558959960938 None None None +8 2080 0.4296431839466095 825.6981201171875 812.3348999023438 None None None +8 2081 0.4296489655971527 825.6826171875 812.3192749023438 None None None +8 2082 0.429619163274765 825.67626953125 812.3138427734375 None None None +8 2083 0.42961007356643677 825.6873779296875 812.3252563476562 None None None +8 2084 0.4296192228794098 825.6905517578125 812.328125 None None None +8 2085 0.4296572208404541 825.7564697265625 812.3928833007812 None None None +8 2086 0.4296689033508301 825.7534790039062 812.3894653320312 None None None +8 2087 0.42970237135887146 825.7467041015625 812.3817138671875 None None None +8 2088 0.4296719431877136 825.708984375 812.344970703125 None None None +8 2089 0.4296647012233734 825.6983642578125 812.33447265625 None None None +8 2090 0.4296875596046448 825.7169799804688 812.3524169921875 None None None +8 2091 0.429717481136322 825.7219848632812 812.3565063476562 None None None +8 2092 0.42975911498069763 825.7471923828125 812.38037109375 None None None +8 2093 0.42977574467658997 825.71484375 812.3475341796875 None None None +8 2094 0.4297142028808594 825.7748413085938 812.409423828125 None None None +8 2095 0.4296987056732178 825.759033203125 812.3941040039062 None None None +8 2096 0.4297265410423279 825.7694702148438 812.4036254882812 None None None +8 2097 0.4296925365924835 825.7591552734375 812.3943481445312 None None None +8 2098 0.42969098687171936 825.7636108398438 812.3988647460938 None None None +8 2099 0.429690957069397 825.8453369140625 812.4805908203125 None None None +8 2100 0.42963334918022156 825.8709716796875 812.5081176757812 None None None +8 2101 0.4295729994773865 825.8750610351562 812.5140380859375 None None None +8 2102 0.42961737513542175 825.8226928710938 812.460205078125 None None None +8 2103 0.42962053418159485 825.8203125 812.4577026367188 None None None +8 2104 0.42959150671958923 825.790771484375 812.4290771484375 None None None +8 2105 0.4296291470527649 825.7619018554688 812.3989868164062 None None None +8 2106 0.4297453761100769 825.8080444335938 812.4415283203125 None None None +8 2107 0.4298398196697235 825.8286743164062 812.4592895507812 None None None +8 2108 0.4298691749572754 825.791748046875 812.4215087890625 None None None +8 2109 0.42989200353622437 825.7957153320312 812.4247436523438 None None None +8 2110 0.4299064576625824 825.8095703125 812.4381103515625 None None None +8 2111 0.42993083596229553 825.8109130859375 812.438720703125 None None None +8 2112 0.42999860644340515 825.8379516601562 812.463623046875 None None None +8 2113 0.42997509241104126 825.78955078125 812.4159545898438 None None None +8 2114 0.43001672625541687 825.77294921875 812.3980712890625 None None None +8 2115 0.43006786704063416 825.809814453125 812.4332885742188 None None None +8 2116 0.4301496744155884 825.789794921875 812.4107055664062 None None None +8 2117 0.4301132559776306 825.7672119140625 812.3892822265625 None None None +8 2118 0.4301144778728485 825.7918701171875 812.4138793945312 None None None +8 2119 0.4301164746284485 825.7828979492188 812.4048461914062 None None None +8 2120 0.4300844073295593 825.8177490234375 812.440673828125 None None None +8 2121 0.430056095123291 825.7987670898438 812.4225463867188 None None None +8 2122 0.43008941411972046 825.7965698242188 812.4193725585938 None None None +8 2123 0.4301084876060486 825.7510986328125 812.373291015625 None None None +8 2124 0.43017566204071045 825.7994384765625 812.4194946289062 None None None +8 2125 0.43015918135643005 825.8355712890625 812.4561767578125 None None None +8 2126 0.43015581369400024 825.8045654296875 812.42529296875 None None None +8 2127 0.4301806390285492 825.8497314453125 812.4697265625 None None None +8 2128 0.430248498916626 825.8510131835938 812.4688720703125 None None None +8 2129 0.43036922812461853 825.8675537109375 812.481689453125 None None None +8 2130 0.430352121591568 825.882568359375 812.4971923828125 None None None +8 2131 0.4303627014160156 825.8589477539062 812.4732666015625 None None None +8 2132 0.4303314685821533 825.8502197265625 812.4654541015625 None None None +8 2133 0.43028149008750916 825.8406372070312 812.4574584960938 None None None +8 2134 0.43030041456222534 825.8770751953125 812.4932861328125 None None None +8 2135 0.4303160011768341 825.847412109375 812.4631958007812 None None None +8 2136 0.4303063154220581 825.8057861328125 812.421875 None None None +8 2137 0.4303465485572815 825.7787475585938 812.3935546875 None None None +8 2138 0.4303474724292755 825.7402954101562 812.35498046875 None None None +8 2139 0.430346816778183 825.73193359375 812.3466796875 None None None +8 2140 0.43039920926094055 825.6613159179688 812.2744140625 None None None +8 2141 0.43041282892227173 825.6190185546875 812.2317504882812 None None None +8 2142 0.4304283559322357 825.59619140625 812.2083740234375 None None None +8 2143 0.4304307699203491 825.5770874023438 812.189208984375 None None None +8 2144 0.430379718542099 825.5701904296875 812.1838989257812 None None None +8 2145 0.4303535223007202 825.5726318359375 812.1871948242188 None None None +8 2146 0.4304450452327728 825.5317993164062 812.1434326171875 None None None +8 2147 0.43045035004615784 825.51513671875 812.126708984375 None None None +8 2148 0.43043777346611023 825.489501953125 812.1015014648438 None None None +8 2149 0.4304698705673218 825.5148315429688 812.125732421875 None None None +8 2150 0.43046435713768005 825.5602416992188 812.17138671875 None None None +8 2151 0.43045106530189514 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0.4185018539428711 823.9938354492188 810.9782104492188 None None None +9 1952 0.41855019330978394 823.96728515625 810.9501953125 None None None +9 1953 0.4185657799243927 823.9503784179688 810.932861328125 None None None +9 1954 0.41852396726608276 823.9695434570312 810.9533081054688 None None None +9 1955 0.41860947012901306 823.9699096679688 810.9509887695312 None None None +9 1956 0.4186333119869232 823.9957275390625 810.97607421875 None None None +9 1957 0.4185817241668701 823.962890625 810.94482421875 None None None +9 1958 0.41862326860427856 823.9459838867188 810.9265747070312 None None None +9 1959 0.4185738265514374 824.0509033203125 811.0330810546875 None None None +9 1960 0.4185138940811157 824.02490234375 811.0088500976562 None None None +9 1961 0.4185067415237427 824.0332641601562 811.0175170898438 None None None +9 1962 0.4184805154800415 824.050048828125 811.03515625 None None None +9 1963 0.4184618294239044 824.03125 811.0169677734375 None None None +9 1964 0.41855084896087646 824.0433959960938 811.0263061523438 None None None +9 1965 0.4185144603252411 823.9987182617188 810.9827270507812 None None None +9 1966 0.418444961309433 823.997802734375 810.9839477539062 None None None +9 1967 0.4184706509113312 823.9823608398438 810.9677124023438 None None None +9 1968 0.41852644085884094 824.0220336914062 811.0057373046875 None None None +9 1969 0.4185468852519989 824.0377807617188 811.0208129882812 None None None +9 1970 0.4185066223144531 824.0093994140625 810.9937133789062 None None None +9 1971 0.4184979796409607 823.9967041015625 810.9813232421875 None None None +9 1972 0.41846734285354614 823.9690551757812 810.9546508789062 None None None +9 1973 0.41843563318252563 823.8938598632812 810.8804931640625 None None None +9 1974 0.4184890389442444 823.9398803710938 810.9248657226562 None None None +9 1975 0.4185184836387634 823.9255981445312 810.9095458984375 None None None +9 1976 0.41848254203796387 823.9447631835938 810.929931640625 None None None +9 1977 0.41851454973220825 823.9764404296875 810.9605712890625 None None None +9 1978 0.41852322220802307 824.0574340820312 811.041259765625 None None None +9 1979 0.4185125231742859 824.032958984375 811.0171508789062 None None None +9 1980 0.41856348514556885 824.0975952148438 811.0801391601562 None None None +9 1981 0.41856685280799866 824.0607299804688 811.0430908203125 None None None +9 1982 0.4185451865196228 824.0813598632812 811.0643920898438 None None None +9 1983 0.41853636503219604 824.1043701171875 811.0877075195312 None None None +9 1984 0.4185013771057129 824.1591796875 811.1436157226562 None None None +9 1985 0.4184971749782562 824.1251220703125 811.109619140625 None None None +9 1986 0.41852349042892456 824.1646118164062 811.1483154296875 None None None +9 1987 0.4185082018375397 824.1648559570312 811.1490478515625 None None None +9 1988 0.4184589982032776 824.2044677734375 811.1902465820312 None None None +9 1989 0.41845136880874634 824.2210083007812 811.2069702148438 None None None +9 1990 0.418474942445755 824.2243041992188 811.2095336914062 None None None +9 1991 0.4184824228286743 824.2011108398438 811.1860961914062 None None None +9 1992 0.41843706369400024 824.1657104492188 811.1521606445312 None None None +9 1993 0.4184506833553314 824.1690063476562 811.155029296875 None None None +9 1994 0.4184105694293976 824.1719360351562 811.1592407226562 None None None +9 1995 0.4183965027332306 824.1756591796875 811.163330078125 None None None +9 1996 0.4184063673019409 824.1484375 811.1358642578125 None None None +9 1997 0.41842442750930786 824.14453125 811.1314086914062 None None None +9 1998 0.41837871074676514 824.1897583007812 811.1780395507812 None None None +9 1999 0.41837477684020996 824.1754760742188 811.1638793945312 None None None +9 2000 0.4183441996574402 824.1795654296875 811.1689453125 None None None +9 2001 0.41829171776771545 824.1923217773438 811.183349609375 None None None +9 2002 0.4182490110397339 824.1567993164062 811.1491088867188 None None None +9 2003 0.418204665184021 824.1271362304688 811.120849609375 None None None +9 2004 0.4181624948978424 824.0862426757812 811.081298828125 None None None +9 2005 0.41815119981765747 824.0758666992188 811.0712280273438 None None None +9 2006 0.4181399345397949 824.07568359375 811.0714111328125 None None None +9 2007 0.41813334822654724 824.0601196289062 811.0560302734375 None None None +9 2008 0.41808852553367615 824.0521850585938 811.0494995117188 None None None +9 2009 0.4180668294429779 824.0370483398438 811.0350341796875 None None None +9 2010 0.41801610589027405 824.0152587890625 811.014892578125 None None None +9 2011 0.41799497604370117 824.013427734375 811.0137329101562 None None None +9 2012 0.41796770691871643 824.0201416015625 811.0213012695312 None None None +9 2013 0.4179885685443878 824.0376586914062 811.0382080078125 None None None +9 2014 0.4179479777812958 824.0969848632812 811.0988159179688 None None None +9 2015 0.41788139939308167 824.1460571289062 811.1499633789062 None None None +9 2016 0.4178593158721924 824.1062622070312 811.1109008789062 None None None +9 2017 0.4179031252861023 824.0887451171875 811.0919799804688 None None None +9 2018 0.4178648889064789 824.1415405273438 811.14599609375 None None None +9 2019 0.417837917804718 824.1094360351562 811.1148071289062 None None None +9 2020 0.4179445803165436 824.066162109375 811.068115234375 None None None +9 2021 0.41790294647216797 823.98974609375 810.9930419921875 None None None +9 2022 0.4178723692893982 823.9739990234375 810.9782104492188 None None None +9 2023 0.4179370403289795 823.9734497070312 810.9756469726562 None None None +9 2024 0.4179588854312897 823.977783203125 810.9793090820312 None None None +9 2025 0.41794008016586304 823.9518432617188 810.9539794921875 None None None +9 2026 0.4178902804851532 823.8933715820312 810.8970947265625 None None None +9 2027 0.4179004728794098 823.9000244140625 810.9034423828125 None None None +9 2028 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807.2020263671875 None None None +10 1950 0.40713903307914734 819.8425903320312 807.18115234375 None None None +10 1951 0.4070839285850525 819.79736328125 807.1376953125 None None None +10 1952 0.40704089403152466 819.7782592773438 807.119873046875 None None None +10 1953 0.40697401762008667 819.8464965820312 807.1902465820312 None None None +10 1954 0.40709400177001953 819.8238525390625 807.163818359375 None None None +10 1955 0.40708622336387634 819.8584594726562 807.1986694335938 None None None +10 1956 0.4070930480957031 819.91650390625 807.2565307617188 None None None +10 1957 0.4071256220340729 819.98583984375 807.3248291015625 None None None +10 1958 0.40709978342056274 819.9722900390625 807.3120727539062 None None None +10 1959 0.40710940957069397 820.0223999023438 807.3618774414062 None None None +10 1960 0.40706396102905273 820.06884765625 807.4097900390625 None None None +10 1961 0.40706121921539307 820.0993041992188 807.4403076171875 None None None +10 1962 0.4071088135242462 820.111572265625 807.4509887695312 None None None +10 1963 0.40706348419189453 820.1754760742188 807.516357421875 None None None +10 1964 0.40707072615623474 820.177978515625 807.5186157226562 None None None +10 1965 0.4070621132850647 820.2413940429688 807.5823364257812 None None None +10 1966 0.40704670548439026 820.2156982421875 807.5571899414062 None None None +10 1967 0.40707331895828247 820.24169921875 807.5822143554688 None None None +10 1968 0.407036155462265 820.2123413085938 807.5540771484375 None None None +10 1969 0.40704575181007385 820.205322265625 807.5467529296875 None None None +10 1970 0.40700390934944153 820.2666015625 807.6093139648438 None None None +10 1971 0.40695902705192566 820.2180786132812 807.5621337890625 None None None +10 1972 0.40690144896507263 820.2139282226562 807.5597534179688 None None None +10 1973 0.4068908393383026 820.215576171875 807.561767578125 None None None +10 1974 0.40683650970458984 820.2156982421875 807.5635375976562 None None None +10 1975 0.40685969591140747 820.2224731445312 807.569580078125 None None None +10 1976 0.40684953331947327 820.291259765625 807.638671875 None None None +10 1977 0.40682387351989746 820.30224609375 807.6505126953125 None None None +10 1978 0.40685155987739563 820.3169555664062 807.6644287109375 None None None +10 1979 0.4068201780319214 820.333740234375 807.6821899414062 None None None +10 1980 0.4068383276462555 820.32177734375 807.6696166992188 None None None +10 1981 0.4068639576435089 820.28271484375 807.6298217773438 None None None +10 1982 0.40688133239746094 820.2755737304688 807.6221313476562 None None None +10 1983 0.4069238305091858 820.2823486328125 807.6275024414062 None None None +10 1984 0.4069059193134308 820.2701416015625 807.6158447265625 None None None +10 1985 0.40690913796424866 820.345703125 807.6912841796875 None None None +10 1986 0.40691497921943665 820.335205078125 807.6806640625 None None None +10 1987 0.40688925981521606 820.3587036132812 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820.3115844726562 807.654541015625 None None None +10 2001 0.4070053994655609 820.3300170898438 807.6728515625 None None None +10 2002 0.40704646706581116 820.36181640625 807.703369140625 None None None +10 2003 0.4070674180984497 820.3789672851562 807.7199096679688 None None None +10 2004 0.4070737063884735 820.3944702148438 807.7351684570312 None None None +10 2005 0.4070451259613037 820.38037109375 807.721923828125 None None None +10 2006 0.40706419944763184 820.3307495117188 807.6717529296875 None None None +10 2007 0.4070163667201996 820.3241577148438 807.6666870117188 None None None +10 2008 0.4070320427417755 820.32177734375 807.6637573242188 None None None +10 2009 0.40707510709762573 820.4049682617188 807.7456665039062 None None None +10 2010 0.4070857763290405 820.4666137695312 807.8069458007812 None None None +10 2011 0.4070312976837158 820.4946899414062 807.8367919921875 None None None +10 2012 0.4070022404193878 820.53369140625 807.8765869140625 None None None +10 2013 0.4070815443992615 820.571533203125 807.9119873046875 None None None +10 2014 0.4070614278316498 820.5445556640625 807.8856811523438 None None None +10 2015 0.40707114338874817 820.5691528320312 807.9099731445312 None None None +10 2016 0.4070379137992859 820.5552368164062 807.8971557617188 None None None +10 2017 0.4070785939693451 820.5801391601562 807.9207153320312 None None None +10 2018 0.40710166096687317 820.6090698242188 807.948974609375 None None None +10 2019 0.40709251165390015 820.5720825195312 807.9122314453125 None None None +10 2020 0.4071022868156433 820.603759765625 807.943603515625 None None None +10 2021 0.40714311599731445 820.5721435546875 807.9108276367188 None None None +10 2022 0.4071441888809204 820.5489501953125 807.8875732421875 None None None +10 2023 0.4071628749370575 820.5454711914062 807.883544921875 None None None +10 2024 0.407133549451828 820.5708618164062 807.9098510742188 None None None +10 2025 0.4071386456489563 820.595703125 807.9345092773438 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0.3972058892250061 817.84326171875 805.491455078125 None None None +11 1990 0.3972702920436859 817.8680419921875 805.51416015625 None None None +11 1991 0.39732086658477783 817.840087890625 805.4846801757812 None None None +11 1992 0.3973560929298401 817.8040771484375 805.447509765625 None None None +11 1993 0.3974347710609436 817.7965087890625 805.4375610351562 None None None +11 1994 0.3974582254886627 817.7838134765625 805.4241943359375 None None None +11 1995 0.39756327867507935 817.8402709960938 805.4773559570312 None None None +11 1996 0.39761728048324585 817.82421875 805.4596557617188 None None None +11 1997 0.3976258337497711 817.7816772460938 805.4168090820312 None None None +11 1998 0.3976113796234131 817.7996826171875 805.435302734375 None None None +11 1999 0.39768746495246887 817.8368530273438 805.4700927734375 None None None +11 2000 0.39772236347198486 817.8397827148438 805.4718627929688 None None None +11 2001 0.3977341651916504 817.8109130859375 805.4426879882812 None 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0.38648802042007446 815.6660766601562 803.6474609375 None None None +12 1837 0.38651207089424133 815.6694946289062 803.6500244140625 None None None +12 1838 0.38655006885528564 815.655029296875 803.6344604492188 None None None +12 1839 0.3865174353122711 815.6285400390625 803.6089477539062 None None None +12 1840 0.38650956749916077 815.6133422851562 803.593994140625 None None None +12 1841 0.3865230679512024 815.6338500976562 803.6140747070312 None None None +12 1842 0.38647136092185974 815.6064453125 803.5882568359375 None None None +12 1843 0.38647013902664185 815.6720581054688 803.6539306640625 None None None +12 1844 0.38657301664352417 815.6885375976562 803.667236328125 None None None +12 1845 0.3866618573665619 815.7680053710938 803.743896484375 None None None +12 1846 0.38664335012435913 815.7516479492188 803.7280883789062 None None None +12 1847 0.3866279125213623 815.8070068359375 803.783935546875 None None None +12 1848 0.3866977095603943 815.7872924804688 803.7620849609375 None None None +12 1849 0.386741042137146 815.737548828125 803.7109985351562 None None None +12 1850 0.38671669363975525 815.7063598632812 803.6806030273438 None None None +12 1851 0.38671836256980896 815.7152099609375 803.6893920898438 None None None +12 1852 0.38672977685928345 815.7211303710938 803.6949462890625 None None None +12 1853 0.3867010772228241 815.7308959960938 803.7056274414062 None None None +12 1854 0.3866775929927826 815.6561889648438 803.631591796875 None None None +12 1855 0.38668930530548096 815.633544921875 803.6085815429688 None None None +12 1856 0.38669323921203613 815.5792236328125 803.5541381835938 None None None +12 1857 0.3867316246032715 815.6478271484375 803.6215209960938 None None None +12 1858 0.3867489993572235 815.62353515625 803.5966186523438 None None None +12 1859 0.3867582678794861 815.5986938476562 803.5715942382812 None None None +12 1860 0.386783629655838 815.5816650390625 803.5537109375 None None None +12 1861 0.3867660462856293 815.5498046875 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0.3866591155529022 815.42431640625 803.400146484375 None None None +12 1875 0.3866353929042816 815.5599975585938 803.5364990234375 None None None +12 1876 0.38669684529304504 815.543701171875 803.518310546875 None None None +12 1877 0.38674789667129517 815.5494995117188 803.5225830078125 None None None +12 1878 0.3867516815662384 815.5252075195312 803.4981079101562 None None None +12 1879 0.38678812980651855 815.5130615234375 803.4848022460938 None None None +12 1880 0.3868449032306671 815.5027465820312 803.4727172851562 None None None +12 1881 0.3869607150554657 815.5618896484375 803.5281982421875 None None None +12 1882 0.3868958353996277 815.5429077148438 803.5112915039062 None None None +12 1883 0.3868875801563263 815.511962890625 803.4805297851562 None None None +12 1884 0.3869625926017761 815.5253295898438 803.4916381835938 None None None +12 1885 0.38698050379753113 815.5073852539062 803.47314453125 None None None +12 1886 0.3869665861129761 815.5155639648438 803.4818725585938 None None None +12 1887 0.38689830899238586 815.4700927734375 803.4384765625 None None None +12 1888 0.38685736060142517 815.4136962890625 803.3834228515625 None None None +12 1889 0.3868555724620819 815.4066772460938 803.37646484375 None None None +12 1890 0.38679519295692444 815.417724609375 803.3893432617188 None None None +12 1891 0.3867340385913849 815.3965454101562 803.3701171875 None None None +12 1892 0.3867194950580597 815.4430541992188 803.4171142578125 None None None +12 1893 0.3866952955722809 815.4960327148438 803.4708251953125 None None None +12 1894 0.38672077655792236 815.528564453125 803.5025024414062 None None None +12 1895 0.38671228289604187 815.5336303710938 803.5077514648438 None None None +12 1896 0.3867749273777008 815.5299072265625 803.5021362304688 None None None +12 1897 0.38681554794311523 815.5125732421875 803.4835205078125 None None None +12 1898 0.3868015706539154 815.5639038085938 803.5353393554688 None None None +12 1899 0.386782705783844 815.5432739257812 803.5153198242188 None None None +12 1900 0.3868030905723572 815.612548828125 803.583984375 None None None +12 1901 0.386825293302536 815.632568359375 803.6033325195312 None None None +12 1902 0.3867967128753662 815.6358642578125 803.6074829101562 None None None +12 1903 0.38688862323760986 815.6394653320312 803.6082153320312 None None None +12 1904 0.3869010806083679 815.69140625 803.6597900390625 None None None +12 1905 0.38693657517433167 815.6866455078125 803.6539306640625 None None None +12 1906 0.3869771659374237 815.7029418945312 803.6690063476562 None None None +12 1907 0.38695767521858215 815.7354125976562 803.7020263671875 None None None +12 1908 0.38692453503608704 815.7634887695312 803.731201171875 None None None +12 1909 0.38685470819473267 815.7573852539062 803.727294921875 None None None +12 1910 0.38686084747314453 815.7752685546875 803.7449340820312 None None None +12 1911 0.3868633210659027 815.7791748046875 803.7488403320312 None None None +12 1912 0.3869064450263977 815.7975463867188 803.765869140625 None None None +12 1913 0.3868575394153595 815.7971801757812 803.7669677734375 None None None +12 1914 0.3868792951107025 815.8135375976562 803.7826538085938 None None None +12 1915 0.38695189356803894 815.884521484375 803.8513793945312 None None None +12 1916 0.3869284391403198 815.90625 803.8738403320312 None None None +12 1917 0.3869141936302185 815.9076538085938 803.875732421875 None None None +12 1918 0.38688990473747253 815.939697265625 803.9085693359375 None None None +12 1919 0.38693007826805115 815.8994140625 803.8670654296875 None None None +12 1920 0.3868865668773651 815.8589477539062 803.827880859375 None None None +12 1921 0.38689810037612915 815.8180541992188 803.78662109375 None None None +12 1922 0.38690483570098877 815.88134765625 803.8497314453125 None None None +12 1923 0.38686877489089966 815.8417358398438 803.8112182617188 None None None +12 1924 0.38727182149887085 815.8607788085938 803.8176879882812 None None None +12 1925 0.38724321126937866 815.8722534179688 803.830078125 None None None +12 1926 0.38719603419303894 815.8610229492188 803.8203735351562 None None None +12 1927 0.38725706934928894 815.87353515625 803.8309936523438 None None None +12 1928 0.3872205317020416 815.8572998046875 803.81591796875 None None None +12 1929 0.38726484775543213 815.8500366210938 803.8072509765625 None None None +12 1930 0.38726964592933655 815.8319091796875 803.7888793945312 None None None +12 1931 0.3872155249118805 815.7635498046875 803.7222290039062 None None None +12 1932 0.38714462518692017 815.7489624023438 803.7098388671875 None None None +12 1933 0.38714587688446045 815.7407836914062 803.7015991210938 None None None +12 1934 0.3872278034687042 815.7301025390625 803.6884155273438 None None None +12 1935 0.38723939657211304 815.7142944335938 803.6722412109375 None None None +12 1936 0.3872215151786804 815.7109985351562 803.6695556640625 None None None +12 1937 0.3871672749519348 815.7474975585938 803.7077026367188 None None None +12 1938 0.3872350752353668 815.8050537109375 803.7631225585938 None None None +12 1939 0.3872058689594269 815.8388671875 803.7978515625 None None None +12 1940 0.3871954679489136 815.8563232421875 803.815673828125 None None None +12 1941 0.3871752619743347 815.8117065429688 803.771728515625 None None None +12 1942 0.38715288043022156 815.796875 803.7576293945312 None None None +12 1943 0.38719111680984497 815.7568969726562 803.7164306640625 None None None +12 1944 0.3871864080429077 815.7274780273438 803.6871948242188 None None None +12 1945 0.38721948862075806 815.68359375 803.6422729492188 None None None +12 1946 0.3872140347957611 815.6822509765625 803.64111328125 None None None +12 1947 0.38721510767936707 815.6575927734375 803.616455078125 None None None +12 1948 0.3872009813785553 815.6548461914062 803.6140747070312 None None None +12 1949 0.3872740566730499 815.64306640625 803.6000366210938 None None None +12 1950 0.38732293248176575 815.606689453125 803.5621337890625 None None None +12 1951 0.3874744474887848 815.6143188476562 803.5650634765625 None None None +12 1952 0.38748976588249207 815.54296875 803.4932250976562 None None None +12 1953 0.3875102698802948 815.5551147460938 803.5048217773438 None None None +12 1954 0.3875882923603058 815.5862426757812 803.533447265625 None None None +12 1955 0.38759568333625793 815.5433959960938 803.4903564453125 None None None +12 1956 0.3875840902328491 815.6195678710938 803.56689453125 None None None +12 1957 0.3876185417175293 815.6019287109375 803.5482177734375 None None None +12 1958 0.3875877261161804 815.5819091796875 803.5291748046875 None None None +12 1959 0.3876027762889862 815.6159057617188 803.5626220703125 None None None +12 1960 0.38756412267684937 815.5735473632812 803.5215454101562 None None None +12 1961 0.38764891028404236 815.55078125 803.49609375 None None None +12 1962 0.38764601945877075 815.5225219726562 803.4679565429688 None None None +12 1963 0.3876332938671112 815.4647827148438 803.41064453125 None None None +12 1964 0.3876207768917084 815.4924926757812 803.438720703125 None None None +12 1965 0.3876243531703949 815.4886474609375 803.4347534179688 None None None +12 1966 0.38761088252067566 815.4986572265625 803.4452514648438 None None None +12 1967 0.38755643367767334 815.4666137695312 803.414794921875 None None None +12 1968 0.38757893443107605 815.5252075195312 803.4727783203125 None None None +12 1969 0.38764816522598267 815.4810180664062 803.4264526367188 None None None +12 1970 0.3876798748970032 815.514404296875 803.4588623046875 None None None +12 1971 0.3876355290412903 815.4949340820312 803.4407348632812 None None None +12 1972 0.38770556449890137 815.5181884765625 803.4617919921875 None None None +12 1973 0.3876416087150574 815.53271484375 803.4783325195312 None None None +12 1974 0.38761991262435913 815.5428466796875 803.4891357421875 None None None +12 1975 0.3875501751899719 815.5379028320312 803.4862670898438 None None None +12 1976 0.3875187337398529 815.5227661132812 803.47216796875 None None None +12 1977 0.3874969780445099 815.5000610351562 803.4501342773438 None None None +12 1978 0.38749459385871887 815.5230102539062 803.4730834960938 None None None +12 1979 0.387540727853775 815.5054321289062 803.4541015625 None None None +12 1980 0.3875530958175659 815.4509887695312 803.3992919921875 None None None +12 1981 0.38758590817451477 815.4586791992188 803.4059448242188 None None None +12 1982 0.38762784004211426 815.4468994140625 803.3928833007812 None None None +12 1983 0.38757652044296265 815.4140014648438 803.361572265625 None None None +12 1984 0.38752591609954834 815.4330444335938 803.3822631835938 None None None +12 1985 0.3874469995498657 815.45361328125 803.4052734375 None None None +12 1986 0.3873862326145172 815.3756103515625 803.3292236328125 None None None +12 1987 0.3873882591724396 815.36767578125 803.3211669921875 None None None +12 1988 0.3873538076877594 815.37109375 803.32568359375 None None None +12 1989 0.3873789608478546 815.4349975585938 803.3887329101562 None None None +12 1990 0.38732314109802246 815.3911743164062 803.3467407226562 None None None +12 1991 0.3872346878051758 815.4154052734375 803.3736572265625 None None None +12 1992 0.3871980309486389 815.4668579101562 803.4263305664062 None None None +12 1993 0.3871563971042633 815.4691162109375 803.4298095703125 None None None +12 1994 0.3871181607246399 815.4830932617188 803.4450073242188 None None None +12 1995 0.3871031701564789 815.5068359375 803.4691772460938 None None None +12 1996 0.3870528042316437 815.4490356445312 803.4130249023438 None None None +12 1997 0.38707152009010315 815.4859008789062 803.4493408203125 None None None +12 1998 0.38708192110061646 815.481689453125 803.4447631835938 None None None +12 1999 0.38710176944732666 815.4736328125 803.4360961914062 None None None +12 2000 0.3870936334133148 815.5044555664062 803.4671630859375 None None None +12 2001 0.387079119682312 815.5343627929688 803.4974975585938 None None None +12 2002 0.3871038258075714 815.515869140625 803.478271484375 None None None +12 2003 0.3870711624622345 815.5621948242188 803.525634765625 None None None +12 2004 0.3870336413383484 815.5579223632812 803.5225830078125 None None None +12 2005 0.3870536684989929 815.556640625 803.5206909179688 None None None +12 2006 0.3870375454425812 815.553466796875 803.5179443359375 None None None +12 2007 0.38705354928970337 815.5851440429688 803.5491943359375 None None None +12 2008 0.38701769709587097 815.5518188476562 803.5169067382812 None None None +12 2009 0.3869880437850952 815.5906982421875 803.5567016601562 None None None +12 2010 0.38690996170043945 815.5374755859375 803.5059814453125 None None None +12 2011 0.3868709206581116 815.5218505859375 803.4915771484375 None None None +12 2012 0.3869016766548157 815.5401000976562 803.5087890625 None None None +12 2013 0.38696277141571045 815.521728515625 803.4885864257812 None None None +12 2014 0.3870035707950592 815.594482421875 803.56005859375 None None None +12 2015 0.38706421852111816 815.5818481445312 803.5455932617188 None None None +12 2016 0.3870064318180084 815.647216796875 803.6127319335938 None None None +12 2017 0.38699954748153687 815.6340942382812 803.599853515625 None None None +12 2018 0.3870212137699127 815.6823120117188 803.6473388671875 None None None +12 2019 0.3870052099227905 815.6903076171875 803.6558227539062 None None None +12 2020 0.386989951133728 815.7080688476562 803.674072265625 None None None +12 2021 0.38703450560569763 815.7263793945312 803.6910400390625 None None None +12 2022 0.3870243728160858 815.7933959960938 803.7583618164062 None None None +12 2023 0.38700681924819946 815.7887573242188 803.7543334960938 None None None +12 2024 0.3870551586151123 815.7937622070312 803.7577514648438 None None None +12 2025 0.38712549209594727 815.7871704101562 803.7489624023438 None None None +12 2026 0.3871309459209442 815.800537109375 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802.6634521484375 None None None +13 1812 0.38381198048591614 814.711669921875 802.775146484375 None None None +13 1813 0.3839038908481598 814.6795654296875 802.740234375 None None None +13 1814 0.3838828206062317 814.6544189453125 802.7156982421875 None None None +13 1815 0.3838690519332886 814.638916015625 802.7005615234375 None None None +13 1816 0.38380491733551025 814.6473999023438 802.7110595703125 None None None +13 1817 0.38377517461776733 814.5997924804688 802.664306640625 None None None +13 1818 0.38379842042922974 814.5806884765625 802.64453125 None None None +13 1819 0.383721262216568 814.5787353515625 802.6448974609375 None None None +13 1820 0.38374611735343933 814.5169677734375 802.5823974609375 None None None +13 1821 0.3837815225124359 814.5048828125 802.5691528320312 None None None +13 1822 0.38374122977256775 814.5747680664062 802.6403198242188 None None None +13 1823 0.38374054431915283 814.652587890625 802.7182006835938 None None None +13 1824 0.38370129466056824 814.5985717773438 802.6653442382812 None None None +13 1825 0.3836819529533386 814.5717163085938 802.6390991210938 None None None +13 1826 0.3836325705051422 814.6398315429688 802.708740234375 None None None +13 1827 0.3836709260940552 814.5911254882812 802.6588745117188 None None None +13 1828 0.38360148668289185 814.6154174804688 802.685302734375 None None None +13 1829 0.38364148139953613 814.6329345703125 802.7014770507812 None None None +13 1830 0.38364699482917786 814.6127319335938 802.6810913085938 None None None +13 1831 0.38360702991485596 814.5914306640625 802.6610717773438 None None None +13 1832 0.3836689293384552 814.5955810546875 802.663330078125 None None None +13 1833 0.3836630880832672 814.5772094726562 802.6452026367188 None None None +13 1834 0.3836264908313751 814.5386962890625 802.6077880859375 None None None +13 1835 0.38362231850624084 814.5542602539062 802.6234741210938 None None None +13 1836 0.3836181163787842 814.544677734375 802.6140747070312 None None None 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802.5166625976562 None None None +13 1850 0.3834974765777588 814.4174194335938 802.4904174804688 None None None +13 1851 0.3835700452327728 814.3157348632812 802.3865356445312 None None None +13 1852 0.38355425000190735 814.341552734375 802.4127807617188 None None None +13 1853 0.38360631465911865 814.3627319335938 802.4323120117188 None None None +13 1854 0.38360604643821716 814.412841796875 802.4824829101562 None None None +13 1855 0.38359853625297546 814.3848876953125 802.4547119140625 None None None +13 1856 0.38359442353248596 814.4326171875 802.5025634765625 None None None +13 1857 0.38357827067375183 814.433349609375 802.5037841796875 None None None +13 1858 0.38359466195106506 814.3912963867188 802.461181640625 None None None +13 1859 0.38360854983329773 814.3784790039062 802.447998046875 None None None +13 1860 0.3835657835006714 814.3892822265625 802.4600830078125 None None None +13 1861 0.3835476338863373 814.442138671875 802.5134887695312 None None None +13 1862 0.3835376501083374 814.4581298828125 802.52978515625 None None None +13 1863 0.38354557752609253 814.463134765625 802.5345458984375 None None None +13 1864 0.3835049271583557 814.4315185546875 802.504150390625 None None None +13 1865 0.38348859548568726 814.4190673828125 802.4922485351562 None None None +13 1866 0.3834812343120575 814.46240234375 802.5357666015625 None None None +13 1867 0.38344305753707886 814.4822387695312 802.556884765625 None None None +13 1868 0.3835617005825043 814.5296020507812 802.6005249023438 None None None +13 1869 0.3835902214050293 814.5573120117188 802.6272583007812 None None None +13 1870 0.3835422396659851 814.5960693359375 802.6675415039062 None None None +13 1871 0.383597731590271 814.5668334960938 802.6365966796875 None None None +13 1872 0.3836168944835663 814.5361328125 802.6052856445312 None None None +13 1873 0.38371139764785767 814.526611328125 802.5928955078125 None None None +13 1874 0.38374343514442444 814.5120849609375 802.577392578125 None None None +13 1875 0.3837558329105377 814.5098876953125 802.5747680664062 None None None +13 1876 0.3837526738643646 814.51318359375 802.5781860351562 None None None +13 1877 0.3837304413318634 814.5072021484375 802.5728759765625 None None None +13 1878 0.3837873041629791 814.4807739257812 802.544677734375 None None None +13 1879 0.3837831914424896 814.4373779296875 802.5014038085938 None None None +13 1880 0.38378602266311646 814.4115600585938 802.4754638671875 None None None +13 1881 0.38375821709632874 814.3937377929688 802.4585571289062 None None None +13 1882 0.383754163980484 814.4120483398438 802.47705078125 None None None +13 1883 0.38374167680740356 814.4293212890625 802.4946899414062 None None None +13 1884 0.3837740421295166 814.3702392578125 802.4345703125 None None None +13 1885 0.3837452232837677 814.384033203125 802.44921875 None None None +13 1886 0.3837842643260956 814.3295288085938 802.3935546875 None None None +13 1887 0.3837096691131592 814.3659057617188 802.4321899414062 None None None +13 1888 0.3837284445762634 814.3883056640625 802.4540405273438 None None None +13 1889 0.38375580310821533 814.3798217773438 802.4447021484375 None None None +13 1890 0.38376933336257935 814.3525390625 802.4169921875 None None None +13 1891 0.3837205469608307 814.3766479492188 802.4425659179688 None None None +13 1892 0.38373103737831116 814.353759765625 802.4193115234375 None None None +13 1893 0.38368839025497437 814.3663940429688 802.4332885742188 None None None +13 1894 0.3836558163166046 814.3204956054688 802.3883666992188 None None None +13 1895 0.38361918926239014 814.310546875 802.3795776367188 None None None +13 1896 0.38360875844955444 814.3504638671875 802.4198608398438 None None None +13 1897 0.38360103964805603 814.2720336914062 802.3417358398438 None None None +13 1898 0.3836134374141693 814.2393188476562 802.3086547851562 None None None +13 1899 0.3836142420768738 814.236328125 802.3056030273438 None None None +13 1900 0.383590966463089 814.206298828125 802.2763061523438 None None None +13 1901 0.38359567523002625 814.236328125 802.3062133789062 None None None +13 1902 0.38356664776802063 814.1881103515625 802.2588500976562 None None None +13 1903 0.3835170567035675 814.18701171875 802.2593383789062 None None None +13 1904 0.3835180103778839 814.1430053710938 802.2152099609375 None None None +13 1905 0.38345620036125183 814.0794677734375 802.153564453125 None None None +13 1906 0.383436381816864 814.0994873046875 802.1742553710938 None None None +13 1907 0.3835144639015198 814.0737915039062 802.1461181640625 None None None +13 1908 0.38349878787994385 814.0751953125 802.1480102539062 None None None +13 1909 0.38348695635795593 814.0716552734375 802.1448974609375 None None None +13 1910 0.3834429383277893 814.0804443359375 802.1550903320312 None None None +13 1911 0.383428156375885 814.0869140625 802.1619873046875 None None None +13 1912 0.3834001123905182 814.0712890625 802.1472778320312 None None None +13 1913 0.3833828568458557 814.0626831054688 802.1392211914062 None None None +13 1914 0.3833408057689667 814.0379638671875 802.1158447265625 None None None +13 1915 0.3833577036857605 814.0281982421875 802.10546875 None None None +13 1916 0.3832986056804657 814.0706787109375 802.1498413085938 None None None +13 1917 0.383283406496048 814.0609741210938 802.140625 None None None +13 1918 0.38323819637298584 814.1124267578125 802.1934814453125 None None None +13 1919 0.38322538137435913 814.070068359375 802.1514282226562 None None None +13 1920 0.38319987058639526 814.0313720703125 802.113525390625 None None None +13 1921 0.38318660855293274 813.9963989257812 802.0790405273438 None None None +13 1922 0.38312456011772156 813.9847412109375 802.0692749023438 None None None +13 1923 0.38313430547714233 813.9727172851562 802.0570068359375 None None None +13 1924 0.3830714225769043 814.0474853515625 802.1336059570312 None None None +13 1925 0.38307133316993713 814.0194702148438 802.1056518554688 None None None +13 1926 0.38311827182769775 814.0435180664062 802.1282348632812 None None None +13 1927 0.3831259608268738 814.0484008789062 802.1329345703125 None None None +13 1928 0.3831528425216675 814.0836791992188 802.1672973632812 None None None +13 1929 0.38313430547714233 814.1474609375 802.231689453125 None None None +13 1930 0.3831469714641571 814.1309204101562 802.2147216796875 None None None +13 1931 0.38310492038726807 814.15673828125 802.2418823242188 None None None +13 1932 0.3831607401371002 814.0806884765625 802.1641235351562 None None None +13 1933 0.38309553265571594 814.0338745117188 802.1193237304688 None None None +13 1934 0.383100688457489 814.0361938476562 802.1214599609375 None None None +13 1935 0.3831256031990051 814.0410766601562 802.12548828125 None None None +13 1936 0.38312849402427673 814.12109375 802.2054443359375 None None None +13 1937 0.3831513226032257 814.1292114257812 802.212890625 None None None +13 1938 0.38315391540527344 814.1366577148438 802.2203369140625 None None None +13 1939 0.3831831216812134 814.11279296875 802.195556640625 None None None +13 1940 0.3831770718097687 814.1299438476562 802.212890625 None None None +13 1941 0.3831602931022644 814.0919189453125 802.1754150390625 None None None +13 1942 0.38314417004585266 814.1071166992188 802.191162109375 None None None +13 1943 0.3830706775188446 814.1025390625 802.1889038085938 None None None +13 1944 0.3831087350845337 814.12841796875 802.213623046875 None None None +13 1945 0.38307684659957886 814.13232421875 802.218505859375 None None None +13 1946 0.38302862644195557 814.1257934570312 802.2134399414062 None None None +13 1947 0.3830483853816986 814.1321411132812 802.2191772460938 None None None +13 1948 0.38305938243865967 814.1063232421875 802.1930541992188 None None None +13 1949 0.3830510377883911 814.1245727539062 802.2114868164062 None None None +13 1950 0.38307303190231323 814.1315307617188 802.2177734375 None None None +13 1951 0.38303232192993164 814.102783203125 802.1902465820312 None None None +13 1952 0.38301822543144226 814.1262817382812 802.2142333984375 None None None +13 1953 0.38303592801094055 814.10546875 802.19287109375 None None None +13 1954 0.38305309414863586 814.0546875 802.1415405273438 None None None +13 1955 0.3830361068248749 814.035888671875 802.1233520507812 None None None +13 1956 0.3831234574317932 814.0360717773438 802.1207885742188 None None None +13 1957 0.3831351697444916 814.011474609375 802.0958251953125 None None None +13 1958 0.38317278027534485 813.985107421875 802.0682983398438 None None None +13 1959 0.383103609085083 814.0302124023438 802.1155395507812 None None None +13 1960 0.38309863209724426 814.0140380859375 802.0994873046875 None None None +13 1961 0.3830937445163727 814.0322265625 802.1178588867188 None None None +13 1962 0.38307154178619385 814.0121459960938 802.0985107421875 None None None +13 1963 0.38303256034851074 814.0595703125 802.1471557617188 None None None +13 1964 0.38300877809524536 814.0601196289062 802.1484985351562 None None None +13 1965 0.3830036222934723 814.1218872070312 802.2103881835938 None None None +13 1966 0.38297179341316223 814.1451416015625 802.2346801757812 None None None +13 1967 0.3829334080219269 814.1428833007812 802.2337036132812 None None None +13 1968 0.38294437527656555 814.1382446289062 802.228759765625 None None None +13 1969 0.382889986038208 814.1018676757812 802.1939697265625 None None None +13 1970 0.3828882873058319 814.1506958007812 802.242919921875 None None None +13 1971 0.3828534483909607 814.1268310546875 802.2201538085938 None None None +13 1972 0.38282516598701477 814.0841064453125 802.1783447265625 None None None +13 1973 0.3828810155391693 814.1127319335938 802.2051391601562 None None None +13 1974 0.38286763429641724 814.0562744140625 802.1491088867188 None None None +13 1975 0.38282349705696106 814.068359375 802.16259765625 None None None +13 1976 0.382807195186615 814.111328125 802.2059936523438 None None None +13 1977 0.3827575743198395 814.1484375 802.24462890625 None None None +13 1978 0.38277187943458557 814.15234375 802.248046875 None None None +13 1979 0.382775217294693 814.1815795898438 802.2771606445312 None None None +13 1980 0.3828243017196655 814.2597045898438 802.3538208007812 None None None +13 1981 0.3828432261943817 814.213134765625 802.3065795898438 None None None +13 1982 0.38283151388168335 814.2127075195312 802.3065185546875 None None None +13 1983 0.38284364342689514 814.228759765625 802.322265625 None None None +13 1984 0.38282501697540283 814.2122192382812 802.3062744140625 None None None +13 1985 0.38283413648605347 814.2232055664062 802.3169555664062 None None None +13 1986 0.38282516598701477 814.2424926757812 802.3365478515625 None None None +13 1987 0.38277775049209595 814.2230224609375 802.318603515625 None None None +13 1988 0.38276493549346924 814.2582397460938 802.3541870117188 None None None +13 1989 0.382772833108902 814.3274536132812 802.4231567382812 None None None +13 1990 0.38269540667533875 814.3258666992188 802.4239501953125 None None None +13 1991 0.38264909386634827 814.302490234375 802.4020385742188 None None None +13 1992 0.3826427459716797 814.2883911132812 802.38818359375 None None None +13 1993 0.38271230459213257 814.3594970703125 802.4570922851562 None None None +13 1994 0.3827112317085266 814.394775390625 802.492431640625 None None None +13 1995 0.382688045501709 814.3741455078125 802.4724731445312 None None None +13 1996 0.3827402591705322 814.3847045898438 802.4813842773438 None None None +13 1997 0.3827626407146454 814.4052124023438 802.5012817382812 None None None +13 1998 0.38280636072158813 814.3670654296875 802.4617309570312 None None None +13 1999 0.3828432261943817 814.433837890625 802.5272827148438 None None None +13 2000 0.3827868103981018 814.4053955078125 802.5006713867188 None None None +13 2001 0.3828291893005371 814.5048828125 802.5988159179688 None None None +13 2002 0.3828662931919098 814.5393676757812 802.6322021484375 None None None +13 2003 0.38299673795700073 814.51708984375 802.6058349609375 None None None +13 2004 0.38300034403800964 814.4987182617188 802.5873413085938 None None None +13 2005 0.38299062848091125 814.4990234375 802.5880126953125 None None None +13 2006 0.3829698860645294 814.4531860351562 802.5427856445312 None None None +13 2007 0.3830077648162842 814.4180297851562 802.5064086914062 None None None +13 2008 0.383057564496994 814.423583984375 802.5104370117188 None None None +13 2009 0.3830702304840088 814.3582153320312 802.4446411132812 None None None +13 2010 0.3830825984477997 814.3717041015625 802.4577026367188 None None None +13 2011 0.38303980231285095 814.3493041992188 802.4366455078125 None None None +13 2012 0.38306185603141785 814.388427734375 802.4750366210938 None None None +13 2013 0.3830914795398712 814.3920288085938 802.4777221679688 None None None +13 2014 0.38306212425231934 814.3977661132812 802.4844360351562 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None None None +14 1891 0.340971440076828 802.2477416992188 791.6438598632812 None None None +14 1892 0.3410585820674896 802.2371215820312 791.6305541992188 None None None +14 1893 0.34105393290519714 802.226806640625 791.620361328125 None None None +14 1894 0.341057151556015 802.232666015625 791.626220703125 None None None +14 1895 0.3411220908164978 802.2049560546875 791.5964965820312 None None None +14 1896 0.34108808636665344 802.20263671875 791.59521484375 None None None +14 1897 0.34122705459594727 802.2125854492188 791.6008911132812 None None None +14 1898 0.3411810100078583 802.18994140625 791.5797119140625 None None None +14 1899 0.34113672375679016 802.1723022460938 791.5634765625 None None None +14 1900 0.34116289019584656 802.1823120117188 791.5726928710938 None None None +14 1901 0.3412044048309326 802.2106323242188 791.5996704101562 None None None +14 1902 0.3412265479564667 802.164794921875 791.5531616210938 None None None +14 1903 0.3411885201931 802.1180419921875 791.5076293945312 None None None +14 1904 0.3412231504917145 802.1417846679688 791.5302734375 None None None +14 1905 0.3412400186061859 802.1671752929688 791.5551147460938 None None None +14 1906 0.3412582576274872 802.1106567382812 791.4981079101562 None None None +14 1907 0.3412632644176483 802.0745239257812 791.4617309570312 None None None +14 1908 0.34123390913009644 802.0386962890625 791.4268188476562 None None None +14 1909 0.3412899971008301 802.0111694335938 791.3975219726562 None None None +14 1910 0.34130704402923584 802.0050048828125 791.390869140625 None None None +14 1911 0.3413115441799164 802.0322265625 791.4179077148438 None None None +14 1912 0.341354101896286 802.0264282226562 791.4108276367188 None None None +14 1913 0.34135422110557556 802.0392456054688 791.4236450195312 None None None +14 1914 0.3413555324077606 802.0667114257812 791.4510498046875 None None None +14 1915 0.34137749671936035 802.0271606445312 791.4107666015625 None None None +14 1916 0.3413865864276886 802.0606689453125 791.4439697265625 None None None +14 1917 0.34138402342796326 802.0704956054688 791.4539184570312 None None None +14 1918 0.34134942293167114 802.0498657226562 791.4343872070312 None None None +14 1919 0.3413051962852478 802.0574951171875 791.443359375 None None None +14 1920 0.34136468172073364 802.06298828125 791.4469604492188 None None None +14 1921 0.34137359261512756 802.098876953125 791.4825439453125 None None None +14 1922 0.3413875102996826 802.0513305664062 791.4345703125 None None None +14 1923 0.3413212299346924 802.0279541015625 791.4132080078125 None None None +14 1924 0.3413357138633728 802.0167846679688 791.401611328125 None None None +14 1925 0.34131646156311035 802.057373046875 791.4427490234375 None None None +14 1926 0.341289222240448 802.0836791992188 791.469970703125 None None None +14 1927 0.3413115441799164 802.0523681640625 791.43798828125 None None None +14 1928 0.3413444459438324 802.0912475585938 791.475830078125 None None None +14 1929 0.34140169620513916 802.1011962890625 791.4840087890625 None None None +14 1930 0.34145426750183105 802.068115234375 791.4492797851562 None None None +14 1931 0.34144431352615356 802.1104125976562 791.491943359375 None None None +14 1932 0.3414074182510376 802.153564453125 791.5361938476562 None None None +14 1933 0.34144413471221924 802.1404418945312 791.5218505859375 None None None +14 1934 0.34142839908599854 802.1307373046875 791.5126953125 None None None +14 1935 0.34143751859664917 802.1650390625 791.546630859375 None None None +14 1936 0.34153512120246887 802.1803588867188 791.5589599609375 None None None +14 1937 0.34153008460998535 802.2099609375 791.5886840820312 None None None +14 1938 0.3415219187736511 802.2200927734375 791.5990600585938 None None None +14 1939 0.34152764081954956 802.2119750976562 791.5907592773438 None None None +14 1940 0.3414929211139679 802.1965942382812 791.5764770507812 None None None +14 1941 0.34146085381507874 802.2396850585938 791.6204833984375 None None None +14 1942 0.34145599603652954 802.266845703125 791.6478271484375 None None None +14 1943 0.3414246141910553 802.2738037109375 791.6558227539062 None None None +14 1944 0.34143608808517456 802.2545776367188 791.63623046875 None None None +14 1945 0.3413940668106079 802.2319946289062 791.6149291992188 None None None +14 1946 0.3414102792739868 802.245849609375 791.6282958984375 None None None +14 1947 0.3413999676704407 802.2214965820312 791.604248046875 None None None +14 1948 0.3413848876953125 802.2257080078125 791.6089477539062 None None None +14 1949 0.34135302901268005 802.1826782226562 791.56689453125 None None None +14 1950 0.34134793281555176 802.1785888671875 791.5629272460938 None None None +14 1951 0.34133824706077576 802.1696166992188 791.55419921875 None None None +14 1952 0.3413209021091461 802.174072265625 791.5592041015625 None None None +14 1953 0.3413779139518738 802.173828125 791.55712890625 None None None +14 1954 0.3413946032524109 802.2111206054688 791.5939331054688 None None None +14 1955 0.341346800327301 802.1727905273438 791.5570678710938 None None None +14 1956 0.3413819968700409 802.1524047851562 791.5355224609375 None None None +14 1957 0.3413395881652832 802.1654663085938 791.5499267578125 None None None +14 1958 0.3413601815700531 802.1766967773438 791.560546875 None None None +14 1959 0.34147971868515015 802.2142333984375 791.5943603515625 None None None +14 1960 0.3414594233036041 802.184326171875 791.5651245117188 None None None +14 1961 0.341423898935318 802.1683349609375 791.5501708984375 None None None +14 1962 0.34142565727233887 802.1769409179688 791.5587768554688 None None None +14 1963 0.34144139289855957 802.20947265625 791.5908203125 None None None +14 1964 0.34141814708709717 802.1795654296875 791.5616455078125 None None None +14 1965 0.34138238430023193 802.1600952148438 791.543212890625 None None None +14 1966 0.3414154648780823 802.1337280273438 791.515869140625 None None None +14 1967 0.34138208627700806 802.0779418945312 791.4610595703125 None None None +14 1968 0.34132617712020874 802.1719970703125 791.5568237304688 None None None +14 1969 0.3413045406341553 802.1868896484375 791.5724487304688 None None None +14 1970 0.34129393100738525 802.1611328125 791.5470581054688 None None None +14 1971 0.3413022756576538 802.1386108398438 791.5242919921875 None None None +14 1972 0.34129035472869873 802.0975341796875 791.4835815429688 None None None +14 1973 0.3413214683532715 802.121337890625 791.5064086914062 None None None +14 1974 0.3412735164165497 802.149169921875 791.5357055664062 None None None +14 1975 0.34127894043922424 802.1082153320312 791.49462890625 None None None +14 1976 0.3412686586380005 802.1104125976562 791.4971313476562 None None None +14 1977 0.34124094247817993 802.0532836914062 791.44091796875 None None None +14 1978 0.3413139283657074 802.0980224609375 791.4833984375 None None None +14 1979 0.34133774042129517 802.0892333984375 791.473876953125 None None None +14 1980 0.3413350284099579 802.0590209960938 791.4437866210938 None None None +14 1981 0.34131962060928345 802.0025024414062 791.3877563476562 None None None +14 1982 0.34131139516830444 801.9881591796875 791.3736572265625 None None None +14 1983 0.3412785232067108 801.9686279296875 791.3551635742188 None None None +14 1984 0.3412790894508362 801.9703979492188 791.3568725585938 None None None +14 1985 0.34124302864074707 801.9505004882812 791.3380737304688 None None None +14 1986 0.34122562408447266 801.9207153320312 791.3087768554688 None None None +14 1987 0.34123867750167847 801.9502563476562 791.3379516601562 None None None +14 1988 0.34128817915916443 801.9566650390625 791.3427734375 None None None +14 1989 0.34130507707595825 801.9221801757812 791.3077392578125 None None None +14 1990 0.3413100838661194 801.9052734375 791.2906494140625 None None None +14 1991 0.3412899672985077 801.8766479492188 791.2626953125 None None None +14 1992 0.3412409722805023 801.8471069335938 791.234619140625 None None None +14 1993 0.3412964642047882 801.8932495117188 791.279052734375 None None None +14 1994 0.34133240580558777 801.918701171875 791.303466796875 None None None +14 1995 0.34129834175109863 801.9276733398438 791.3134765625 None None None +14 1996 0.3413209021091461 801.966064453125 791.3511962890625 None None None +14 1997 0.3413487374782562 801.962158203125 791.3464965820312 None None None +14 1998 0.34135282039642334 801.925048828125 791.3092041015625 None None None +14 1999 0.3413354456424713 801.9083251953125 791.2930297851562 None None None +14 2000 0.3413560092449188 801.8609008789062 791.2449951171875 None None None +14 2001 0.3413451611995697 801.8870849609375 791.2715454101562 None None None +14 2002 0.3413549065589905 801.9100341796875 791.294189453125 None None None +14 2003 0.3413485586643219 801.9361572265625 791.3204956054688 None None None +14 2004 0.34133896231651306 801.9635620117188 791.34814453125 None None None +14 2005 0.3413282334804535 801.923828125 791.3087158203125 None None None +14 2006 0.34129977226257324 801.932861328125 791.318603515625 None None None +14 2007 0.3413037955760956 801.901611328125 791.2872314453125 None None None +14 2008 0.34138259291648865 801.9173583984375 791.300537109375 None None None +14 2009 0.3413704037666321 801.9094848632812 791.2930908203125 None None None +14 2010 0.3413340449333191 801.9467163085938 791.3314819335938 None None None +14 2011 0.3413638770580292 801.9551391601562 791.3389282226562 None None None +14 2012 0.34136003255844116 801.9782104492188 791.3621215820312 None None None +14 2013 0.34141626954078674 802.0006103515625 791.3827514648438 None None None +14 2014 0.3414355218410492 802.0056762695312 791.3872680664062 None None None +14 2015 0.3415108025074005 802.0081176757812 791.3873901367188 None None None +14 2016 0.3414931893348694 802.0620727539062 791.4419555664062 None None None +14 2017 0.34147223830223083 802.0673217773438 791.4478149414062 None None None +14 2018 0.3415054380893707 802.0681762695312 791.4476928710938 None None None +14 2019 0.3415202498435974 802.11328125 791.4923095703125 None None None +14 2020 0.34153226017951965 802.1228637695312 791.5015258789062 None None None +14 2021 0.34151989221572876 802.1163330078125 791.495361328125 None None None +14 2022 0.34150272607803345 802.0658569335938 791.4454956054688 None None None +14 2023 0.3414819538593292 802.0804443359375 791.4606323242188 None None None +14 2024 0.341519832611084 802.12255859375 791.5015869140625 None None None +14 2025 0.34153202176094055 802.1456909179688 791.5244140625 None None None +14 2026 0.34157994389533997 802.1419677734375 791.5191650390625 None None None +14 2027 0.341575562953949 802.09619140625 791.4735107421875 None None None +14 2028 0.34155508875846863 802.1029052734375 791.4808959960938 None None None +14 2029 0.3415309488773346 802.0908813476562 791.4696655273438 None None None +14 2030 0.34148967266082764 802.0718994140625 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802.0233154296875 791.4029541015625 None None None +14 2044 0.34154021739959717 801.99951171875 791.3780517578125 None None None +14 2045 0.3414829969406128 802.0140380859375 791.3943481445312 None None None +14 2046 0.3414745330810547 802.0704956054688 791.4510498046875 None None None +14 2047 0.341452956199646 802.0841064453125 791.4653930664062 None None None +14 2048 0.3414754271507263 802.0704345703125 791.4509887695312 None None None +14 2049 0.34144327044487 802.1034545898438 791.4849243164062 None None None +14 2050 0.341409832239151 802.1228637695312 791.50537109375 None None None +14 2051 0.3413897454738617 802.1175537109375 791.5006713867188 None None None +14 2052 0.34135839343070984 802.0646362304688 791.4487915039062 None None None +14 2053 0.3413229286670685 802.0869750976562 791.4722290039062 None None None +14 2054 0.3413909673690796 802.0886840820312 791.4718627929688 None None None +14 2055 0.34142163395881653 802.012451171875 791.3946533203125 None None None +14 2056 0.3414739668369293 802.0195922851562 791.4002075195312 None None None +14 2057 0.3414562940597534 802.0070190429688 791.3881225585938 None None None +14 2058 0.3414367139339447 802.0216064453125 791.4033203125 None None None +14 2059 0.34143951535224915 802.0440063476562 791.4255981445312 None None None +14 2060 0.3414439558982849 802.024169921875 791.4056396484375 None None None +14 2061 0.341416597366333 802.0292358398438 791.4115600585938 None None None +14 2062 0.3413723111152649 801.9638671875 791.3475341796875 None None None +14 2063 0.3413713276386261 801.9793090820312 791.3630981445312 None None None +14 2064 0.3414084017276764 802.0067138671875 791.3892822265625 None None None +14 2065 0.34140515327453613 801.998779296875 791.3814697265625 None None None +14 2066 0.341377854347229 801.9657592773438 791.349365234375 None None None +14 2067 0.34135356545448303 801.9383544921875 791.3226928710938 None None None +14 2068 0.34131914377212524 801.9276733398438 791.3131103515625 None None None +14 2069 0.341249942779541 801.9064331054688 791.2940063476562 None None None +14 2070 0.3412392735481262 801.978759765625 791.3666381835938 None None None +14 2071 0.3412623703479767 802.0131225585938 791.4002685546875 None None None +14 2072 0.34124672412872314 801.9857788085938 791.3733520507812 None None None +14 2073 0.34121766686439514 801.941650390625 791.3301391601562 None None None +14 2074 0.34122157096862793 801.8768310546875 791.2651977539062 None None None +14 2075 0.3412138819694519 801.8644409179688 791.2530517578125 None None None +14 2076 0.3411879241466522 801.9035034179688 791.29296875 None None None +14 2077 0.34115079045295715 801.9242553710938 791.3148803710938 None None None +14 2078 0.34113800525665283 801.9664916992188 791.3574829101562 None None None +14 2079 0.34111925959587097 802.00732421875 791.39892578125 None None None +14 2080 0.3411039412021637 801.94970703125 791.3418579101562 None None None +14 2081 0.34107664227485657 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785.2214965820312 None None None +15 2351 0.31936246156692505 795.1740112304688 785.2422485351562 None None None +15 2352 0.31933659315109253 795.189453125 785.2584838867188 None None None +15 2353 0.3193078935146332 795.2118530273438 785.2818603515625 None None None +15 2354 0.3193127512931824 795.1981811523438 785.26806640625 None None None +15 2355 0.31930407881736755 795.1926879882812 785.2628173828125 None None None +15 2356 0.31929779052734375 795.188720703125 785.259033203125 None None None +15 2357 0.31928929686546326 795.172607421875 785.2432250976562 None None None +15 2358 0.31929856538772583 795.148681640625 785.218994140625 None None None +15 2359 0.3192450702190399 795.1537475585938 785.2256469726562 None None None +15 2360 0.31923359632492065 795.1145629882812 785.1868896484375 None None None +15 2361 0.31923708319664 795.1434326171875 785.2156982421875 None None None +15 2362 0.3192731738090515 795.1734619140625 785.2445068359375 None None None +15 2363 0.3193322420120239 795.1582641601562 785.2275390625 None None None +15 2364 0.31930026412010193 795.1590576171875 785.2293090820312 None None None +15 2365 0.31926456093788147 795.19287109375 785.2642822265625 None None None +15 2366 0.3193204402923584 795.2052001953125 785.2748413085938 None None None +15 2367 0.3192759156227112 795.162353515625 785.2333984375 None None None +15 2368 0.3192870616912842 795.1470336914062 785.2177124023438 None None None +15 2369 0.31928151845932007 795.1030883789062 785.1740112304688 None None None +15 2370 0.319297730922699 795.068359375 785.1387329101562 None None None +15 2371 0.31930336356163025 795.0513916015625 785.12158203125 None None None +15 2372 0.31928709149360657 795.0518188476562 785.1224975585938 None None None +15 2373 0.31925830245018005 795.0108642578125 785.0823974609375 None None None +15 2374 0.31925252079963684 794.9823608398438 785.0541381835938 None None None +15 2375 0.31926092505455017 795.026611328125 785.0980224609375 None None None +15 2376 0.319214403629303 795.0471801757812 785.1200561523438 None None None +15 2377 0.3192274570465088 795.0689697265625 785.1414184570312 None None None +15 2378 0.319193959236145 795.0634155273438 785.136962890625 None None None +15 2379 0.3191792070865631 795.0963134765625 785.1703491210938 None None None +15 2380 0.3191763460636139 795.0531616210938 785.1272583007812 None None None +15 2381 0.31917527318000793 795.018798828125 785.0928955078125 None None None +15 2382 0.3191438615322113 795.0112915039062 785.0863647460938 None None None +15 2383 0.3191678822040558 795.0042724609375 785.0785522460938 None None None +15 2384 0.31914135813713074 794.964111328125 785.0391845703125 None None None +15 2385 0.31915348768234253 794.9775390625 785.0523071289062 None None None +15 2386 0.31919151544570923 795.0150756835938 785.088623046875 None None None +15 2387 0.3192039132118225 794.9553833007812 785.0286254882812 None None None +15 2388 0.3191908597946167 794.987548828125 785.0612182617188 None None None +15 2389 0.319195419549942 794.98828125 785.0618286132812 None None None +15 2390 0.3191629946231842 795.0581665039062 785.1327514648438 None None None +15 2391 0.31918346881866455 795.025390625 785.0993041992188 None None None +15 2392 0.31922054290771484 794.9901123046875 785.0629272460938 None None None +15 2393 0.31920140981674194 795.002197265625 785.0755615234375 None None None +15 2394 0.31916457414627075 795.0174560546875 785.0919189453125 None None None +15 2395 0.319210022687912 794.9738159179688 785.046875 None None None +15 2396 0.3192513585090637 794.9500122070312 785.0217895507812 None None None +15 2397 0.3192710876464844 795.0112915039062 785.0824584960938 None None None +15 2398 0.3192730247974396 794.9471435546875 785.018310546875 None None None +15 2399 0.31926867365837097 794.95703125 785.0282592773438 None None None +15 2400 0.3192155361175537 794.9415283203125 785.014404296875 None None None +15 2401 0.3192075788974762 794.9542846679688 785.0274047851562 None None None +15 2402 0.31921809911727905 794.9478759765625 785.0206909179688 None None None +15 2403 0.31929218769073486 794.9122314453125 784.9827880859375 None None None +15 2404 0.31929412484169006 794.9140625 784.9844970703125 None None None +15 2405 0.3193107545375824 794.9287109375 784.9986572265625 None None None +15 2406 0.3193064033985138 794.9125366210938 784.9826049804688 None None None +15 2407 0.3193088471889496 794.88916015625 784.9591064453125 None None None +15 2408 0.3193161189556122 794.9024047851562 784.97216796875 None None None +15 2409 0.3193502724170685 794.89794921875 784.9666137695312 None None None +15 2410 0.31934690475463867 794.9182739257812 784.987060546875 None None None +15 2411 0.3193725049495697 794.9036254882812 784.9716186523438 None None None +15 2412 0.31940633058547974 794.9309692382812 784.9979248046875 None None None +15 2413 0.3193742334842682 794.9556884765625 785.0235595703125 None None None +15 2414 0.31932830810546875 794.9467163085938 785.0160522460938 None None None +15 2415 0.31931963562965393 794.9410400390625 785.0106201171875 None None None +15 2416 0.3193420469760895 794.9195556640625 784.9884643554688 None None None +15 2417 0.31935665011405945 794.8976440429688 784.9661254882812 None None None +15 2418 0.31938406825065613 794.8889770507812 784.95654296875 None None None +15 2419 0.3194030523300171 794.8704223632812 784.9374389648438 None None None +15 2420 0.3193944990634918 794.8668823242188 784.9342041015625 None None None +15 2421 0.3194715976715088 794.8515625 784.91650390625 None None None +15 2422 0.3194650709629059 794.8160400390625 784.881103515625 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9a66813f10c1b22ca5abf181b22264a3a61a663 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 02:31:58.452460: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.477085: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.483243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:32:01.515904: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.515989: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.550603: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.550879: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.568077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.575196: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.601927: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.609632: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.611078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.613694: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.614062: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 02:32:01.615030: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.616151: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.616187: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.616217: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.616244: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.616270: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.616295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.616321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.616346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.616377: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.618234: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.619801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:03.500594: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:32:03.500686: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:32:03.500705: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:32:03.526074: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:03:00.0, compute capability: 6.0) +2023-07-15 02:32:04.412232: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf38027f50918fd52e951c685b957a8e3f8ba011 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/new_model_formats/bias_model_scaled diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet.params.json b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..7ffb011191ede30335f75d152247d3bf2303c0d2 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "31.1", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..6ed51c1cb852041e941940cd24a6374299924512 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 22.0 +counts_sum_max_thresh 4874.0 +trainings_pts_post_thresh 168948 diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..230159b213f86cdc561d829b82f12c5cf654c46b --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 01:29:47.380797: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.440828: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:50.446884: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:29:50.499537: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 01:29:50.499639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.530964: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:50.531087: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:50.545652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:50.552102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:50.575416: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:50.581149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:50.582356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:50.584365: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:50.584718: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 01:29:50.585625: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:50.585886: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 01:29:50.585918: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.585943: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:50.585973: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:50.585997: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:50.586018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:50.586039: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:50.586060: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:50.586081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:50.586441: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:50.587790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:52.494580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:29:52.494682: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:29:52.494699: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:29:52.498269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-15 01:29:54.797250: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5c74806a3d25de81bf89d926d75bd483fdc1dc9 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..811dbd174cff6c2049be215c28f31a9a466808ae --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 31.1 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..c912572a1ea8a4b8856ae6996809b299cf49d587 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c912572a1ea8a4b8856ae6996809b299cf49d587 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombpnet_model_encsr880cub_bias/new_model_formats/chrombpnet_wo_bias diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..18661ebf23d056373711455b8ba7f0f4e4b24fd5 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.epoch_loss.csv @@ -0,0 +1,17 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.7086195945739746,915.3871459960938,968.5244750976562,0.6248293519020081,859.9609375,879.39306640625 +1,0.6078081727027893,857.4360961914062,876.33837890625,0.524501383304596,836.7845458984375,853.0958862304688 +2,0.5531615614891052,842.1201782226562,859.3231811523438,0.5064319372177124,827.2975463867188,843.0481567382812 +3,0.524806797504425,833.7636108398438,850.0850219726562,0.4713917076587677,827.3283081054688,841.9886474609375 +4,0.49554720520973206,828.6300659179688,844.041015625,0.5130622386932373,830.341796875,846.2981567382812 +5,0.47223708033561707,823.217529296875,837.9034423828125,0.4513280391693115,824.0923461914062,838.1284790039062 +6,0.454904168844223,818.7540893554688,832.9024047851562,0.49310100078582764,828.6956787109375,844.0313720703125 +7,0.4439404010772705,815.4557495117188,829.2626342773438,0.4676593244075775,819.3361206054688,833.8802490234375 +8,0.42997118830680847,812.97119140625,826.3447265625,0.4609881639480591,821.7686157226562,836.1057739257812 +9,0.4180546700954437,810.6430053710938,823.6432495117188,0.46378159523010254,820.775390625,835.1995849609375 +10,0.4064621329307556,808.4121704101562,821.05224609375,0.4809913635253906,817.4190673828125,832.3778076171875 +11,0.39837148785591125,806.1666870117188,818.5547485351562,0.4411011338233948,819.7798461914062,833.4984130859375 +12,0.3870682418346405,803.7591552734375,815.7958374023438,0.44259700179100037,834.2415161132812,848.0062866210938 +13,0.38212600350379944,803.1609497070312,815.0457763671875,0.4373566210269928,830.0498046875,843.6510620117188 +14,0.33962827920913696,791.2781982421875,801.8402709960938,0.43221911787986755,821.387939453125,834.829833984375 +15,0.3194650709629059,784.881103515625,794.8160400390625,0.4504164755344391,824.7545166015625,838.7628173828125 diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stderr.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..87177714bd9ef44cc9b816e91d078c5108225bee --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stderr.txt @@ -0,0 +1,328 @@ +2022-03-24 02:48:54.200143: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:14.525348: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 02:59:14.527196: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 02:59:15.045060: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 02:59:15.045163: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:15.070075: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 02:59:15.070156: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 02:59:15.083649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 02:59:15.089799: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 02:59:15.111307: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 02:59:15.117361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 02:59:15.118764: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 02:59:15.124819: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 02:59:15.125184: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 02:59:15.125263: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 02:59:15.127476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 02:59:15.127503: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:15.127519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 02:59:15.127533: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 02:59:15.127547: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 02:59:15.127560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 02:59:15.127573: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 02:59:15.127586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 02:59:15.127598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 02:59:15.131919: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 02:59:15.133476: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:16.837389: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 02:59:16.837508: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 02:59:16.837520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 02:59:16.846196: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-24 02:59:18.038451: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 02:59:18.047359: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 02:59:18.227559: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 02:59:19.817685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 02:59:19.826015: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 02:59:50.712994: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:52.326451: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 02:59:52.327273: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 02:59:52.663338: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 02:59:52.663440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:52.665744: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 02:59:52.665865: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 02:59:52.666921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 02:59:52.667114: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 02:59:52.669511: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 02:59:52.670107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 02:59:52.670251: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 02:59:52.672981: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 02:59:52.673308: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 02:59:52.673380: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 02:59:52.674736: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 02:59:52.674779: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:52.674796: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 02:59:52.674809: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 02:59:52.674822: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 02:59:52.674835: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 02:59:52.674847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 02:59:52.674865: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 02:59:52.674878: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 02:59:52.677379: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 02:59:52.677407: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 02:59:53.164629: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 02:59:53.164738: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 02:59:53.164749: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 02:59:53.168932: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-24 03:05:10.527526: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 03:05:10.528029: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 03:05:11.962558: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 03:05:12.477004: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 03:05:12.494415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 03:05:15.745014: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-03-24 04:50:46.821921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:50:49.435866: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:50:49.437009: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 04:50:49.774666: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:50:49.774753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:50:49.777123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:50:49.777179: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:50:49.778243: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:50:49.778434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:50:49.780809: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:50:49.781332: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:50:49.781471: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:50:49.785176: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:50:49.785507: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 04:50:49.785596: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:50:49.787300: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:50:49.787325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:50:49.787348: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:50:49.787363: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:50:49.787376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:50:49.787389: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:50:49.787403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:50:49.787416: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:50:49.787429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:50:49.790692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:50:49.790731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:50:50.303943: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 04:50:50.304055: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 04:50:50.304067: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 04:50:50.309040: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-24 04:52:50.448699: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 04:52:50.452294: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 04:52:50.539653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:52:51.004577: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:52:51.006772: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-03-24 04:55:27.033557: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:55:29.430109: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:55:29.431030: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 04:55:29.735905: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:55:29.735984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:55:29.738239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:55:29.738290: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:55:29.739305: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:55:29.739487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:55:29.741768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:55:29.742274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:55:29.742408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:55:29.745398: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:55:29.745721: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 04:55:29.745818: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:55:29.747288: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:55:29.747311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:55:29.747330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:55:29.747346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:55:29.747361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:55:29.747376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:55:29.747391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:55:29.747405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:55:29.747420: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:55:29.750412: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:55:29.750446: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:55:30.250977: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 04:55:30.251088: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 04:55:30.251100: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 04:55:30.256322: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-24 04:57:02.621792: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 04:57:02.624238: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 04:57:02.682522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:57:03.141843: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:57:03.143495: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-03-24 04:59:32.754417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:59:35.164596: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:59:35.165734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 04:59:35.473973: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:59:35.474054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:59:35.476351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:59:35.476403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:59:35.477409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:59:35.477594: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:59:35.479930: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:59:35.480432: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:59:35.480573: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:59:35.483610: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:59:35.483946: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 04:59:35.484024: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 04:59:35.485492: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 04:59:35.485512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:59:35.485529: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 04:59:35.485543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 04:59:35.485577: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 04:59:35.485592: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 04:59:35.485665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 04:59:35.485687: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 04:59:35.485700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 04:59:35.488522: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 04:59:35.488551: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 04:59:36.000233: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 04:59:36.000344: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 04:59:36.000357: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 04:59:36.005475: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-24 05:01:08.016646: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 05:01:08.018417: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 05:01:08.056865: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:01:08.517356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:01:08.518947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-03-24 05:02:27.971812: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:02:29.135923: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 05:02:29.136814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 05:02:29.443707: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 05:02:29.443798: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:02:29.446096: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:02:29.446154: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:02:29.447172: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 05:02:29.447361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 05:02:29.449685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 05:02:29.450202: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 05:02:29.450336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 05:02:29.453619: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 05:02:29.453995: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 05:02:29.454073: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 05:02:29.455672: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 05:02:29.455700: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:02:29.455718: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:02:29.455734: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:02:29.455749: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 05:02:29.455764: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 05:02:29.455779: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 05:02:29.455793: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 05:02:29.455808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 05:02:29.458899: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 05:02:29.458935: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:02:29.967548: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 05:02:29.967684: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 05:02:29.967696: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 05:02:29.972719: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-03-24 05:02:45.688213: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 05:02:45.688777: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 05:02:45.891949: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:02:46.414896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:02:46.416741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombpnet_model_encsr880cub_bias//footprints’: File exists +2022-03-24 05:04:44.860161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:04:46.052119: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 05:04:46.053009: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-03-24 05:04:46.364783: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 05:04:46.364895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:04:46.366934: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:04:46.366983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:04:46.367897: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 05:04:46.368076: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 05:04:46.370156: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 05:04:46.370618: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 05:04:46.370753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 05:04:46.373533: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 05:04:46.373884: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-03-24 05:04:46.373967: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-03-24 05:04:46.375323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c7:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.41GiB deviceMemoryBandwidth: 1.41TiB/s +2022-03-24 05:04:46.375369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:04:46.375387: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:04:46.375401: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:04:46.375415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-03-24 05:04:46.375428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-03-24 05:04:46.375442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-03-24 05:04:46.375455: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-03-24 05:04:46.375468: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-03-24 05:04:46.378063: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-03-24 05:04:46.378096: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-03-24 05:04:46.869770: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-03-24 05:04:46.869885: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-03-24 05:04:46.869896: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-03-24 05:04:46.874932: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37401 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:c7:00.0, compute capability: 8.0) +2022-03-24 05:05:02.983098: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-03-24 05:05:02.983660: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000084999 Hz +2022-03-24 05:05:03.124528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-03-24 05:05:03.637990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-03-24 05:05:03.639777: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stdout.txt b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af11c6668dda1810fcc318661a333a0d9027777 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR576UAF/logfile.modelling.fold_0.ENCSR576UAF.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:521a909d4ee45f928d7a21b0ab196dfc416f108fa85290fee30ebbb56b36af1e +size 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+size 2688440 diff --git a/fold_0/model.bias_scaled.fold_0.ENCSR576UAF.tar b/fold_0/model.bias_scaled.fold_0.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..e7265b7035f096bce2880bf79597377c139a9823 --- /dev/null +++ b/fold_0/model.bias_scaled.fold_0.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee84e4f9889d50bdc305a6abfb277764e07972f27e260797e46dfda0cca655fb +size 1198080 diff --git a/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.h5 b/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..99cfd49048c0185773a84d9c879f74379b500188 --- /dev/null +++ b/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd9093c864b2546ee0bd71780c1e27f59db7086f03e8c3d7d4ae5dfc64722da2 +size 26447928 diff --git a/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.tar b/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..ac2e9c980273c18f6c5b38fed457ddb48d3ae2b7 --- /dev/null +++ b/fold_0/model.chrombpnet.fold_0.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3a7c0522e9ed9f3ace4dc53a58ff68a9ebe2f2f0022cbdebeedb84113d191ed +size 27607040 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.h5 b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..8adb7689c1455c2fffe4f580d45ca2adc6e61aae --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d69691b3b719e5e6ca1efe0b4e30ced9265af8c6dcfe5a01ec028e0bb025605 +size 25583536 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.tar b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..385519cd833d49404cebf8b145db90438dd172d5 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44c3584c9523d1d90f0e3e8b86081d9664b384f13c6a1c9cc0dde4ba5c843a79 +size 26081280 diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.args.json b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..5316c303d0069aadda50053b5cadb39318d3c38b --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.batch_loss.tsv b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..340a3bfb1855b79ed4cc9fd65188070050f5f22e --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.batch_loss.tsv @@ -0,0 +1,33363 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.9707717895507812 995.0612182617188 902.0760498046875 None None None +0 1 2.230970859527588 1126.6783447265625 1056.848876953125 None None None +0 2 1923.7239990234375 61278.203125 1065.6439208984375 None None None +0 3 1444.9298095703125 46304.72265625 1078.42041015625 None None None +0 4 1156.522216796875 37233.1953125 1034.0538330078125 None None None +0 5 964.3870239257812 31227.451171875 1042.13671875 None None None +0 6 827.0462036132812 26904.20703125 1017.6627807617188 None None None +0 7 724.06298828125 23675.892578125 1012.720947265625 None None None +0 8 643.9986572265625 21179.447265625 1022.2897338867188 None None None +0 9 579.9437255859375 19171.875 1019.6363525390625 None None None +0 10 527.571044921875 17539.919921875 1026.9464111328125 None None None +0 11 483.8710021972656 16176.3056640625 1031.143798828125 None None None +0 12 446.9344177246094 15027.505859375 1038.4588623046875 None None None +0 13 415.26153564453125 14038.7353515625 1041.049560546875 None None None +0 14 387.84234619140625 13186.158203125 1046.6929931640625 None None None +0 15 363.8109436035156 12429.935546875 1042.653564453125 None None None +0 16 342.5748596191406 11762.8818359375 1040.289306640625 None None None +0 17 323.7154846191406 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4.4875311851501465 1072.7081298828125 932.2470092773438 None None None +0 1861 4.485475063323975 1072.65478515625 932.2579956054688 None None None +0 1862 4.4834723472595215 1072.560791015625 932.2266845703125 None None None +0 1863 4.481523036956787 1072.5723876953125 932.29931640625 None None None +0 1864 4.4795331954956055 1072.513916015625 932.3031005859375 None None None +0 1865 4.47746467590332 1072.364501953125 932.2185668945312 None None None +0 1866 4.4754486083984375 1072.2318115234375 932.1488647460938 None None None +0 1867 4.473501205444336 1072.1676025390625 932.1456298828125 None None None +0 1868 4.471540451049805 1072.1683349609375 932.2077026367188 None None None +0 1869 4.469511985778809 1071.985107421875 932.0880737304688 None None None +0 1870 4.467432498931885 1071.8848876953125 932.0528564453125 None None None +0 1871 4.465468406677246 1071.788818359375 932.018310546875 None None None +0 1872 4.463482856750488 1071.6480712890625 931.939697265625 None None None +0 1873 4.461582660675049 1071.529052734375 931.8801879882812 None None None +0 1874 4.459630489349365 1071.4188232421875 931.8311157226562 None None None +0 1875 4.457613945007324 1071.2908935546875 931.7662353515625 None None None +0 1876 4.455618858337402 1071.251220703125 931.7890625 None None None +0 1877 4.453691005706787 1071.2076416015625 931.805908203125 None None None +0 1878 4.451659679412842 1071.10595703125 931.7677612304688 None None None +0 1879 4.449629783630371 1070.9710693359375 931.6963500976562 None None None +0 1880 4.447619438171387 1070.9261474609375 931.71435546875 None None None +0 1881 4.445537567138672 1070.802490234375 931.65576171875 None None None +0 1882 4.443446636199951 1070.684326171875 931.6030883789062 None None None +0 1883 4.441413879394531 1070.4957275390625 931.4781494140625 None None None +0 1884 4.439467430114746 1070.3448486328125 931.3881225585938 None None None +0 1885 4.437410831451416 1070.266357421875 931.3739624023438 None None None +0 1886 4.435478687286377 1070.166015625 931.3341064453125 None None None +0 1887 4.43363094329834 1070.125732421875 931.3516845703125 None None None +0 1888 4.431719779968262 1070.0771484375 931.3629150390625 None None None +0 1889 4.429750919342041 1069.92529296875 931.2726440429688 None None None +0 1890 4.427774906158447 1069.8314208984375 931.2406616210938 None None None +0 1891 4.4257941246032715 1069.7470703125 931.2183837890625 None None None +0 1892 4.423795700073242 1069.7213134765625 931.255126953125 None None None +0 1893 4.4220075607299805 1069.608642578125 931.1984252929688 None None None +0 1894 4.420044898986816 1069.53515625 931.1863403320312 None None None +0 1895 4.418020725250244 1069.4256591796875 931.1402587890625 None None None +0 1896 4.416109561920166 1069.3363037109375 931.1107177734375 None None None +0 1897 4.414135456085205 1069.1717529296875 931.0079956054688 None None None +0 1898 4.412171840667725 1069.109130859375 931.0067749023438 None None None +0 1899 4.410233974456787 1069.021484375 930.9798583984375 None None None +0 1900 4.408287048339844 1068.9561767578125 930.9754028320312 None None None +0 1901 4.406225204467773 1068.83740234375 930.9212036132812 None None None +0 1902 4.404234409332275 1068.7781982421875 930.92431640625 None None None +0 1903 4.402281284332275 1068.69140625 930.8987426757812 None None None +0 1904 4.4002556800842285 1068.56689453125 930.8375854492188 None None None +0 1905 4.398207187652588 1068.442138671875 930.7769775390625 None None None +0 1906 4.396211624145508 1068.3668212890625 930.7640380859375 None None None +0 1907 4.3942694664001465 1068.27197265625 930.7299194335938 None None None +0 1908 4.392261981964111 1068.23486328125 930.7557373046875 None None None +0 1909 4.390246391296387 1068.09130859375 930.6753540039062 None None None +0 1910 4.38832950592041 1068.0074462890625 930.6514892578125 None None None +0 1911 4.3863043785095215 1067.885986328125 930.5934448242188 None None None +0 1912 4.384397029876709 1067.8037109375 930.5708618164062 None None None +0 1913 4.382540225982666 1067.81640625 930.6416625976562 None None None +0 1914 4.3806657791137695 1067.756591796875 930.6405029296875 None None None +0 1915 4.378684997558594 1067.6754150390625 930.6212768554688 None None None +0 1916 4.376852035522461 1067.634765625 930.637939453125 None None None +0 1917 4.375044345855713 1067.4937744140625 930.5535888671875 None None None +0 1918 4.373237133026123 1067.4207763671875 930.5370483398438 None None None +0 1919 4.371349811553955 1067.3028564453125 930.4783325195312 None None None +0 1920 4.369448661804199 1067.182861328125 930.4177856445312 None None None +0 1921 4.367525577545166 1067.0523681640625 930.3475341796875 None None None +0 1922 4.365886211395264 1067.0550537109375 930.4014282226562 None None None +0 1923 4.363931179046631 1066.9720458984375 930.379638671875 None None None +0 1924 4.362038612365723 1066.895751953125 930.3626708984375 None None None +0 1925 4.360531330108643 1066.8226318359375 930.336669921875 None None None +0 1926 4.358593940734863 1066.693115234375 930.2677612304688 None None None +0 1927 4.356811046600342 1066.7169189453125 930.3473510742188 None None None +0 1928 4.354908466339111 1066.6533203125 930.3433837890625 None None None +0 1929 4.353008270263672 1066.5804443359375 930.3298950195312 None None None +0 1930 4.351265907287598 1066.518310546875 930.3223266601562 None None None +0 1931 4.349464416503906 1066.4036865234375 930.26416015625 None None None +0 1932 4.347687721252441 1066.348388671875 930.264404296875 None None None +0 1933 4.345750331878662 1066.30908203125 930.2857666015625 None None None +0 1934 4.343886375427246 1066.17236328125 930.2074584960938 None None None +0 1935 4.341953754425049 1066.0802001953125 930.17578125 None None None +0 1936 4.340141773223877 1066.016845703125 930.169189453125 None None None +0 1937 4.338215351104736 1065.8685302734375 930.0811157226562 None None None +0 1938 4.336270809173584 1065.760986328125 930.0343627929688 None None None +0 1939 4.334461212158203 1065.6632080078125 929.9932861328125 None None None +0 1940 4.332709312438965 1065.6177978515625 930.002685546875 None None None +0 1941 4.330882549285889 1065.463134765625 929.9053344726562 None None None +0 1942 4.32907247543335 1065.375 929.873779296875 None None None +0 1943 4.327193737030029 1065.246337890625 929.8038330078125 None None None +0 1944 4.3254475593566895 1065.239990234375 929.8522338867188 None None None +0 1945 4.323639392852783 1065.1116943359375 929.780517578125 None None None +0 1946 4.321760654449463 1064.9913330078125 929.718994140625 None None None +0 1947 4.319797992706299 1064.841552734375 929.6306762695312 None None None +0 1948 4.317886829376221 1064.6976318359375 929.5465698242188 None None None +0 1949 4.316070556640625 1064.6031494140625 929.5088500976562 None None None +0 1950 4.314197540283203 1064.503173828125 929.467529296875 None None None +0 1951 4.312257289886475 1064.4769287109375 929.5020141601562 None None None +0 1952 4.310297012329102 1064.3453369140625 929.4318237304688 None None None +0 1953 4.3084716796875 1064.2724609375 929.4161376953125 None None None +0 1954 4.306562423706055 1064.1832275390625 929.3865966796875 None None None +0 1955 4.304708003997803 1064.108154296875 929.36962890625 None None None +0 1956 4.3029279708862305 1064.02978515625 929.3469848632812 None None None +0 1957 4.3010711669921875 1063.9569091796875 929.3322143554688 None None None +0 1958 4.2992939949035645 1063.9129638671875 929.343994140625 None None None +0 1959 4.297543525695801 1063.9130859375 929.3988647460938 None None None +0 1960 4.295784950256348 1063.8265380859375 929.3673095703125 None None None +0 1961 4.293961048126221 1063.6756591796875 929.2734985351562 None None None +0 1962 4.292099475860596 1063.5443115234375 929.2005004882812 None None None +0 1963 4.290254592895508 1063.5076904296875 929.2215576171875 None None None +0 1964 4.288364887237549 1063.4061279296875 929.1791381835938 None None None +0 1965 4.286473751068115 1063.2225341796875 929.0547485351562 None None None +0 1966 4.284677028656006 1063.1500244140625 929.0384521484375 None None None +0 1967 4.2827887535095215 1063.0224609375 928.969970703125 None None None +0 1968 4.280961036682129 1062.8837890625 928.8884887695312 None None None +0 1969 4.279159069061279 1062.7471923828125 928.8084106445312 None None None +0 1970 4.277357578277588 1062.737548828125 928.855224609375 None None None +0 1971 4.275475025177002 1062.6900634765625 928.8665771484375 None None None +0 1972 4.273596286773682 1062.576416015625 928.811767578125 None None None +0 1973 4.271902561187744 1062.5511474609375 928.8395385742188 None None None +0 1974 4.27009391784668 1062.4620361328125 928.80712890625 None None None +0 1975 4.268296241760254 1062.3785400390625 928.7798461914062 None None None +0 1976 4.266464710235596 1062.2347412109375 928.6932983398438 None None None +0 1977 4.264703273773193 1062.171875 928.6856079101562 None None None +0 1978 4.262917995452881 1062.0614013671875 928.6309814453125 None None None +0 1979 4.261123180389404 1061.9332275390625 928.5588989257812 None None None +0 1980 4.259284496307373 1061.8162841796875 928.4994506835938 None None None +0 1981 4.257402420043945 1061.751953125 928.4940795898438 None None None +0 1982 4.2555670738220215 1061.685791015625 928.4852294921875 None None None +0 1983 4.253713607788086 1061.6533203125 928.5108032226562 None None None +0 1984 4.251987934112549 1061.5799560546875 928.4913940429688 None None None +0 1985 4.2501678466796875 1061.5145263671875 928.4830322265625 None None None +0 1986 4.248422145843506 1061.4716796875 928.49462890625 None None None +0 1987 4.246608257293701 1061.4013671875 928.481201171875 None None None +0 1988 4.2446818351745605 1061.2427978515625 928.3828125 None None None +0 1989 4.242913246154785 1061.1326904296875 928.3281860351562 None None None +0 1990 4.241152286529541 1061.0474853515625 928.298095703125 None None None +0 1991 4.239511489868164 1061.0106201171875 928.3126831054688 None None None +0 1992 4.2376604080200195 1060.943603515625 928.303466796875 None None None +0 1993 4.235865116119385 1060.8822021484375 928.2984619140625 None None None +0 1994 4.234107971191406 1060.906005859375 928.3771362304688 None None None +0 1995 4.232349872589111 1060.7564697265625 928.2826538085938 None None None +0 1996 4.23054838180542 1060.7279052734375 928.3104858398438 None None None +0 1997 4.228808879852295 1060.6766357421875 928.3135986328125 None None None +0 1998 4.227083206176758 1060.5684814453125 928.2594604492188 None None None +0 1999 4.225264549255371 1060.5711669921875 928.3191528320312 None None None +0 2000 4.223533630371094 1060.491455078125 928.2935791015625 None None None +0 2001 4.221741199493408 1060.4044189453125 928.2625732421875 None None None +0 2002 4.220046043395996 1060.3109130859375 928.2221069335938 None None None +0 2003 4.218390464782715 1060.24658203125 928.20947265625 None None None +0 2004 4.216650485992432 1060.1981201171875 928.2156372070312 None None None +0 2005 4.2149271965026855 1060.21826171875 928.2896728515625 None None None +0 2006 4.213181495666504 1060.2335205078125 928.3595581054688 None None None +0 2007 4.211419105529785 1060.130859375 928.3120727539062 None None None +0 2008 4.20961332321167 1060.038330078125 928.276123046875 None None None +0 2009 4.207806587219238 1059.9471435546875 928.2415161132812 None None None +0 2010 4.206047534942627 1059.93408203125 928.2835083007812 None None None +0 2011 4.204453468322754 1059.8797607421875 928.2789916992188 None None None +0 2012 4.202627658843994 1059.775634765625 928.2321166992188 None None None +0 2013 4.2009382247924805 1059.721923828125 928.2312622070312 None None None +0 2014 4.1992268562316895 1059.67578125 928.2386474609375 None None None +0 2015 4.197574138641357 1059.6695556640625 928.2843017578125 None None None +0 2016 4.195864677429199 1059.6383056640625 928.3065185546875 None None None +0 2017 4.194112777709961 1059.6087646484375 928.3317260742188 None None None +0 2018 4.192387104034424 1059.4849853515625 928.2619018554688 None None None +0 2019 4.190658092498779 1059.3916015625 928.2227172851562 None None None +0 2020 4.1890177726745605 1059.324462890625 928.2069702148438 None None None +0 2021 4.187260150909424 1059.2086181640625 928.1461181640625 None None None +0 2022 4.185585021972656 1059.1634521484375 928.1533813476562 None None None +0 2023 4.183884143829346 1059.0220947265625 928.0653076171875 None None None +0 2024 4.182102203369141 1058.9312744140625 928.0302124023438 None None None +0 2025 4.180343151092529 1058.79931640625 927.953369140625 None None None +0 2026 4.178681373596191 1058.7115478515625 927.9176025390625 None None None +0 2027 4.176939010620117 1058.6474609375 927.9080810546875 None None None +0 2028 4.175178527832031 1058.5628662109375 927.8786010742188 None None None +0 2029 4.173472881317139 1058.4935302734375 927.8626098632812 None None None +0 2030 4.171756744384766 1058.4158935546875 927.8386840820312 None None None +0 2031 4.170026779174805 1058.3436279296875 927.8206787109375 None None None +0 2032 4.1682538986206055 1058.223388671875 927.7557983398438 None None None +0 2033 4.166593074798584 1058.12646484375 927.7108764648438 None None None +0 2034 4.164981365203857 1058.06591796875 927.7008056640625 None None None +0 2035 4.163321018218994 1057.957275390625 927.6441040039062 None None None +0 2036 4.1615824699401855 1057.80859375 927.5498657226562 None None None +0 2037 4.159872055053711 1057.77099609375 927.5657348632812 None None None +0 2038 4.158182144165039 1057.6895751953125 927.5371704101562 None None None +0 2039 4.156412124633789 1057.580078125 927.483154296875 None None None +0 2040 4.1547346115112305 1057.516845703125 927.472412109375 None None None +0 2041 4.153019905090332 1057.4298095703125 927.4390258789062 None None None +0 2042 4.151346206665039 1057.3072509765625 927.3689575195312 None None None +0 2043 4.149587631225586 1057.1572265625 927.2738647460938 None None None +0 2044 4.147930145263672 1057.0943603515625 927.2630004882812 None None None +0 2045 4.146410942077637 1057.074951171875 927.2910766601562 None None None +0 2046 4.144670486450195 1056.9815673828125 927.252197265625 None None None +0 2047 4.142949104309082 1056.8338623046875 927.1582641601562 None None None +0 2048 4.1412434577941895 1056.7205810546875 927.0983276367188 None None None +0 2049 4.139545917510986 1056.6788330078125 927.1097412109375 None None None +0 2050 4.137999057769775 1056.6387939453125 927.1181640625 None None None +0 2051 4.136282920837402 1056.5203857421875 927.0535278320312 None None None +0 2052 4.134593486785889 1056.485107421875 927.0711059570312 None None None +0 2053 4.133033752441406 1056.450927734375 927.0857543945312 None None None +0 2054 4.131373405456543 1056.3330078125 927.0198974609375 None None None +0 2055 4.129576206207275 1056.2261962890625 926.9693603515625 None None None +0 2056 4.127823829650879 1056.2021484375 927.0001220703125 None None None +0 2057 4.126121997833252 1056.13623046875 926.9874267578125 None None None +0 2058 4.124542713165283 1055.9898681640625 926.8905639648438 None None None +0 2059 4.122916221618652 1055.9017333984375 926.853271484375 None None None +0 2060 4.121341228485107 1055.8369140625 926.837890625 None None None +0 2061 4.119655132293701 1055.7464599609375 926.8001708984375 None None None +0 2062 4.1179914474487305 1055.643798828125 926.7495727539062 None None None +0 2063 4.116271495819092 1055.5679931640625 926.7275390625 None None None +0 2064 4.1145477294921875 1055.4163818359375 926.6299438476562 None None None +0 2065 4.112998962402344 1055.4912109375 926.7532348632812 None None None +0 2066 4.111332416534424 1055.4539794921875 926.7681274414062 None None None +0 2067 4.109597682952881 1055.3729248046875 926.7413330078125 None None 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None +3 1890 0.5589689612388611 849.3934326171875 831.8972778320312 None None None +3 1891 0.5589476823806763 849.3544311523438 831.8589477539062 None None None +3 1892 0.5589386820793152 849.3292846679688 831.8341064453125 None None None +3 1893 0.5588788986206055 849.2506103515625 831.7573852539062 None None None +3 1894 0.5588327646255493 849.3074340820312 831.8156127929688 None None None +3 1895 0.5587483644485474 849.2340698242188 831.744873046875 None None None +3 1896 0.5587095022201538 849.2545776367188 831.7666625976562 None None None +3 1897 0.5586760640144348 849.3173217773438 831.8304443359375 None None None +3 1898 0.5586279630661011 849.3045654296875 831.8191528320312 None None None +3 1899 0.5586080551147461 849.27490234375 831.7901000976562 None None None +3 1900 0.5585788488388062 849.2416381835938 831.7577514648438 None None None +3 1901 0.5586183071136475 849.2395629882812 831.7545166015625 None None None +3 1902 0.558604896068573 849.2442016601562 831.759521484375 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1929 0.5588632225990295 849.4697265625 831.9769287109375 None None None +3 1930 0.5589466094970703 849.5054931640625 832.0100708007812 None None None +3 1931 0.559001088142395 849.4869995117188 831.9899291992188 None None None +3 1932 0.5590134263038635 849.5187377929688 832.0213012695312 None None None +3 1933 0.5590786337852478 849.559326171875 832.059814453125 None None None +3 1934 0.5590289235115051 849.5460205078125 832.0479736328125 None None None +3 1935 0.5590581893920898 849.4993896484375 832.00048828125 None None None +3 1936 0.5591849684715271 849.5365600585938 832.03369140625 None None None +3 1937 0.559191882610321 849.5457763671875 832.0427856445312 None None None +3 1938 0.5591469407081604 849.6441650390625 832.142578125 None None None +3 1939 0.5591145753860474 849.6837768554688 832.1832275390625 None None None +3 1940 0.5591146349906921 849.6969604492188 832.1963500976562 None None None +3 1941 0.5590646862983704 849.7591552734375 832.2601318359375 None None None +3 1942 0.5592682361602783 849.762939453125 832.257568359375 None None None +3 1943 0.5592265725135803 849.6569213867188 832.1527709960938 None None None +3 1944 0.5592243075370789 849.7508544921875 832.2468872070312 None None None +3 1945 0.5592169165611267 849.7783813476562 832.274658203125 None None None +3 1946 0.5592776536941528 849.7457885742188 832.2401733398438 None None None +3 1947 0.559291660785675 849.7438354492188 832.23779296875 None None None +3 1948 0.5592631101608276 849.7337646484375 832.2286376953125 None None None +3 1949 0.5593766570091248 849.7418823242188 832.2332153320312 None None None +3 1950 0.5593367218971252 849.7566528320312 832.2492065429688 None None None +3 1951 0.5593479871749878 849.7574462890625 832.2496337890625 None None None +3 1952 0.5593142509460449 849.74658203125 832.2398681640625 None None None +3 1953 0.559259295463562 849.8157958984375 832.310791015625 None None None +3 1954 0.559252142906189 849.8819580078125 832.3771362304688 None None None 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0.5591181516647339 850.0515747070312 832.5509033203125 None None None +3 1969 0.5591569542884827 850.1279907226562 832.6261596679688 None None None +3 1970 0.5592248439788818 850.064208984375 832.5602416992188 None None None +3 1971 0.5592949986457825 850.0439453125 832.5377807617188 None None None +3 1972 0.5592330098152161 850.0262451171875 832.5220336914062 None None None +3 1973 0.5592669248580933 850.0430908203125 832.5377807617188 None None None +3 1974 0.5593281984329224 850.0752563476562 832.568115234375 None None None +3 1975 0.5592669248580933 849.9689331054688 832.4636840820312 None None None +3 1976 0.5592790842056274 849.9962768554688 832.4906616210938 None None None +3 1977 0.5592120885848999 850.0193481445312 832.515869140625 None None None +3 1978 0.5592024326324463 849.9935913085938 832.490478515625 None None None +3 1979 0.5591773986816406 849.9501953125 832.44775390625 None None None +3 1980 0.5590952038764954 849.9144287109375 832.4146118164062 None None None +3 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None None +5 1942 0.5064284801483154 835.1783447265625 819.3263549804688 None None None +5 1943 0.5064069628715515 835.1815185546875 819.3302001953125 None None None +5 1944 0.5063924193382263 835.1282348632812 819.2774047851562 None None None +5 1945 0.5063993334770203 835.1085205078125 819.2575073242188 None None None +5 1946 0.5063943862915039 835.0562744140625 819.205322265625 None None None +5 1947 0.5063093900680542 835.0277099609375 819.1795043945312 None None None +5 1948 0.5063121914863586 835.0894165039062 819.2410888671875 None None None +5 1949 0.5063167214393616 835.0713500976562 819.222900390625 None None None +5 1950 0.5063899159431458 835.0849609375 819.2342529296875 None None None +5 1951 0.5063607096672058 835.0355224609375 819.1857299804688 None None None +5 1952 0.506388783454895 835.11572265625 819.2650756835938 None None None +5 1953 0.5065297484397888 835.0714721679688 819.2163696289062 None None None +5 1954 0.5064781904220581 835.0645141601562 819.2109985351562 None None None +5 1955 0.5064790844917297 835.0398559570312 819.186279296875 None None None +5 1956 0.5065273642539978 835.1245727539062 819.2694702148438 None None None +5 1957 0.5065673589706421 835.0724487304688 819.216064453125 None None None +5 1958 0.5065471529960632 835.1084594726562 819.252685546875 None None None +5 1959 0.5065100789070129 835.0962524414062 819.24169921875 None None None +5 1960 0.5065640807151794 835.0531616210938 819.1968994140625 None None None +5 1961 0.5065869688987732 835.0752563476562 819.2183227539062 None None None +5 1962 0.5065211653709412 835.0831909179688 819.228271484375 None None None +5 1963 0.5065067410469055 835.0867309570312 819.2322998046875 None None None +5 1964 0.5064855217933655 835.0940551757812 819.240234375 None None None +5 1965 0.5065247416496277 835.1429443359375 819.287841796875 None None None +5 1966 0.5064852237701416 835.1112670898438 819.2574462890625 None None None +5 1967 0.5064529180526733 835.1380615234375 819.2852172851562 None None None +5 1968 0.5066015720367432 835.1383666992188 819.2808837890625 None None None +5 1969 0.5066269636154175 835.1292724609375 819.2710571289062 None None None +5 1970 0.5066047310829163 835.1038208007812 819.2462768554688 None None None +5 1971 0.5065703988075256 835.101318359375 819.2448120117188 None None None +5 1972 0.5065619945526123 835.1063842773438 819.250244140625 None None None +5 1973 0.5065685510635376 835.1484985351562 819.2921752929688 None None None +5 1974 0.5065888166427612 835.0929565429688 819.2359619140625 None None None +5 1975 0.5065205693244934 835.048583984375 819.1937255859375 None None None +5 1976 0.5065268278121948 835.1195068359375 819.2644653320312 None None None +5 1977 0.5064800381660461 835.1363525390625 819.2827758789062 None None None +5 1978 0.5064881443977356 835.1309204101562 819.2770385742188 None None None +5 1979 0.5065061450004578 835.179443359375 819.3250122070312 None None None +5 1980 0.5064416527748108 835.2129516601562 819.3605346679688 None None None +5 1981 0.5063977837562561 835.240966796875 819.3899536132812 None None None +5 1982 0.5063353180885315 835.2200317382812 819.3709716796875 None None None +5 1983 0.5063930153846741 835.2448120117188 819.3938598632812 None None None +5 1984 0.5064302682876587 835.2528686523438 819.4008178710938 None None None +5 1985 0.5064613223075867 835.2981567382812 819.4451904296875 None None None +5 1986 0.5064162015914917 835.28857421875 819.43701171875 None None None +5 1987 0.5064271092414856 835.265380859375 819.4133911132812 None None None +5 1988 0.5063952207565308 835.2626953125 819.4116821289062 None None None +5 1989 0.506402313709259 835.238037109375 819.3867797851562 None None None +5 1990 0.5064184665679932 835.2009887695312 819.3492431640625 None None None +5 1991 0.506491482257843 835.2587890625 819.40478515625 None None None +5 1992 0.5064110159873962 835.2898559570312 819.4383544921875 None None None +5 1993 0.5064518451690674 835.3140869140625 819.4613037109375 None None None +5 1994 0.5064075589179993 835.3192138671875 819.4677734375 None None None +5 1995 0.5064100623130798 835.3037109375 819.4522094726562 None None None +5 1996 0.5064135193824768 835.2673950195312 819.4157104492188 None None None +5 1997 0.5063550472259521 835.2687377929688 819.4188842773438 None None None +5 1998 0.5062914490699768 835.2208862304688 819.373046875 None None None +5 1999 0.5062923431396484 835.24462890625 819.3967895507812 None None None +5 2000 0.5062507390975952 835.2496337890625 819.403076171875 None None None +5 2001 0.5062700510025024 835.2112426757812 819.3641357421875 None None None +5 2002 0.5062691569328308 835.24365234375 819.3965454101562 None None None +5 2003 0.5062353014945984 835.2325439453125 819.3865356445312 None None None +5 2004 0.506229043006897 835.19921875 819.3533935546875 None None None +5 2005 0.5063388347625732 835.1712646484375 819.322021484375 None None None +5 2006 0.5062925219535828 835.173828125 819.3261108398438 None None None +5 2007 0.5062741637229919 835.2554321289062 819.4082641601562 None None None +5 2008 0.5063202381134033 835.2852783203125 819.4366455078125 None None None +5 2009 0.5062267184257507 835.2861328125 819.4404907226562 None None None +5 2010 0.5062004923820496 835.3213500976562 819.4765014648438 None None None +5 2011 0.5061764121055603 835.3062133789062 819.462158203125 None None None +5 2012 0.5061588287353516 835.3330078125 819.489501953125 None None None +5 2013 0.5061567425727844 835.3389282226562 819.4954833984375 None None None +5 2014 0.5061232447624207 835.2910766601562 819.4486694335938 None None None +5 2015 0.5061754584312439 835.2674560546875 819.4234008789062 None None None +5 2016 0.5061848163604736 835.3348999023438 819.4905395507812 None None None +5 2017 0.5061548352241516 835.3062133789062 819.4627685546875 None None None +5 2018 0.506118655204773 835.3275146484375 819.4852294921875 None None None +5 2019 0.5060420036315918 835.3248901367188 819.4850463867188 None None None +5 2020 0.5059854388237 835.2986450195312 819.4605102539062 None None None +5 2021 0.5059504508972168 835.2616577148438 819.4246215820312 None None None +5 2022 0.505988359451294 835.1854858398438 819.3472900390625 None None None +5 2023 0.5059361457824707 835.1605834960938 819.3240356445312 None None None +5 2024 0.5059471726417542 835.21240234375 819.37548828125 None None None +5 2025 0.505872368812561 835.2138061523438 819.3793334960938 None None None +5 2026 0.5058421492576599 835.192138671875 819.3585815429688 None None None +5 2027 0.5058167576789856 835.155029296875 819.322265625 None None None +5 2028 0.5058104395866394 835.1781616210938 819.3455810546875 None None None +5 2029 0.5057340264320374 835.2551879882812 819.425048828125 None None None +5 2030 0.5057052969932556 835.2705078125 819.4412841796875 None None None +5 2031 0.5056774616241455 835.3341064453125 819.5057983398438 None None None +5 2032 0.5057003498077393 835.3508911132812 819.5218505859375 None None None +5 2033 0.5057175755500793 835.3074340820312 819.4778442382812 None None None +5 2034 0.5056803226470947 835.2890625 819.4606323242188 None None None +5 2035 0.5056203603744507 835.1927490234375 819.3662109375 None None None +5 2036 0.5056256055831909 835.2212524414062 819.3945922851562 None None None +5 2037 0.5056642293930054 835.2399291992188 819.4120483398438 None None None +5 2038 0.5056312084197998 835.243896484375 819.4170532226562 None None None +5 2039 0.5056857466697693 835.2368774414062 819.4082641601562 None None None +5 2040 0.5057362914085388 835.2239379882812 819.3937377929688 None None None +5 2041 0.5058200359344482 835.1593017578125 819.3264770507812 None None None +5 2042 0.5057913064956665 835.1605834960938 819.3286743164062 None None None +5 2043 0.5058389902114868 835.1755981445312 819.3422241210938 None None None +5 2044 0.5058315396308899 835.201171875 819.3680419921875 None None None +5 2045 0.5059010982513428 835.2058715820312 819.3705444335938 None None None +5 2046 0.5059465169906616 835.1954345703125 819.3587036132812 None None None +5 2047 0.5059301853179932 835.1770629882812 819.3408203125 None None None +5 2048 0.5058789253234863 835.2268676757812 819.3922119140625 None None None +5 2049 0.5058609843254089 835.2927856445312 819.458740234375 None None None +5 2050 0.505828320980072 835.3152465820312 819.482177734375 None None None +5 2051 0.5057916641235352 835.2876586914062 819.4557495117188 None None None +5 2052 0.5057755708694458 835.2665405273438 819.4351196289062 None None None +5 2053 0.5057656168937683 835.232666015625 819.401611328125 None None None +5 2054 0.5057609677314758 835.1612548828125 819.330322265625 None None None +5 2055 0.5058122277259827 835.1204223632812 819.287841796875 None None None +5 2056 0.5057356953620911 835.1048583984375 819.2747192382812 None None None +5 2057 0.5058975219726562 835.1425170898438 819.3073120117188 None None None +5 2058 0.5059526562690735 835.1140747070312 819.2771606445312 None None None +5 2059 0.5059753060340881 835.1356201171875 819.2979736328125 None None None +5 2060 0.5059690475463867 835.1746215820312 819.3372192382812 None None None +5 2061 0.505979597568512 835.1421508789062 819.304443359375 None None None +5 2062 0.5059968829154968 835.1395874023438 819.30126953125 None None None +5 2063 0.5060548782348633 835.1873168945312 819.3472290039062 None None None +5 2064 0.5060359835624695 835.2030639648438 819.363525390625 None None None +5 2065 0.5060167908668518 835.2393798828125 819.4004516601562 None None None +5 2066 0.5059585571289062 835.2249755859375 819.387939453125 None None None +5 2067 0.506087064743042 835.1886596679688 819.3475952148438 None None None +5 2068 0.5061445236206055 835.19970703125 819.3568725585938 None None None +5 2069 0.5061209797859192 835.182373046875 819.34033203125 None None None +5 2070 0.5060940384864807 835.1441650390625 819.3029174804688 None None None +5 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827.2391967773438 812.0967407226562 None None None +6 1996 0.48382025957107544 827.2301025390625 812.0851440429688 None None None +6 1997 0.48382776975631714 827.1885986328125 812.0433349609375 None None None +6 1998 0.48374703526496887 827.1637573242188 812.02099609375 None None None +6 1999 0.48378264904022217 827.13525390625 811.991455078125 None None None +6 2000 0.4837620258331299 827.1439819335938 812.0007934570312 None None None +6 2001 0.4837050437927246 827.1616821289062 812.0202026367188 None None None +6 2002 0.48376500606536865 827.1831665039062 812.039794921875 None None None +6 2003 0.4837334156036377 827.184814453125 812.04248046875 None None None +6 2004 0.4836898148059845 827.129638671875 811.9886474609375 None None None +6 2005 0.48362720012664795 827.0838012695312 811.94482421875 None None None +6 2006 0.48368924856185913 827.1197509765625 811.9788208007812 None None None +6 2007 0.4836641252040863 827.1387939453125 811.9986572265625 None None None +6 2008 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None +7 1917 0.46743687987327576 825.0333862304688 810.4019775390625 None None None +7 1918 0.4674358069896698 825.09033203125 810.458984375 None None None +7 1919 0.46735861897468567 825.1260375976562 810.4970703125 None None None +7 1920 0.46731090545654297 825.13037109375 810.5028686523438 None None None +7 1921 0.4672352969646454 825.1038818359375 810.478759765625 None None None +7 1922 0.46726280450820923 825.1217651367188 810.4957275390625 None None None +7 1923 0.46726173162460327 825.1710815429688 810.5450439453125 None None None +7 1924 0.46728071570396423 825.1707763671875 810.544189453125 None None None +7 1925 0.46725842356681824 825.14599609375 810.5200805664062 None None None +7 1926 0.4671662449836731 825.1895751953125 810.5665893554688 None None None +7 1927 0.46719762682914734 825.1317138671875 810.5076904296875 None None None +7 1928 0.46715912222862244 825.0985717773438 810.4757690429688 None None None +7 1929 0.4670705497264862 825.1076049804688 810.487548828125 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824.6759033203125 810.072509765625 None None None +7 2020 0.4665846824645996 824.6430053710938 810.0382080078125 None None None +7 2021 0.4665217399597168 824.6021728515625 809.9993896484375 None None None +7 2022 0.46653249859809875 824.5826416015625 809.9794921875 None None None +7 2023 0.4665016531944275 824.6609497070312 810.0587768554688 None None None +7 2024 0.46656298637390137 824.6744995117188 810.0704345703125 None None None +7 2025 0.46651914715766907 824.7518920898438 810.1492309570312 None None None +7 2026 0.4665255546569824 824.731201171875 810.1283569335938 None None None +7 2027 0.4666719138622284 824.7008056640625 810.09326171875 None None None +7 2028 0.46663057804107666 824.697265625 810.0911254882812 None None None +7 2029 0.4665813446044922 824.69580078125 810.0911865234375 None None None +7 2030 0.4666518568992615 824.6771240234375 810.0703735351562 None None None +7 2031 0.46663933992385864 824.641357421875 810.0349731445312 None None None +7 2032 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None None None +8 1913 0.422000527381897 809.7066040039062 796.4984130859375 None None None +8 1914 0.42196568846702576 809.6968383789062 796.48974609375 None None None +8 1915 0.4219045042991638 809.6925048828125 796.4873657226562 None None None +8 1916 0.4218602478504181 809.7218017578125 796.5180053710938 None None None +8 1917 0.4218675494194031 809.7139282226562 796.5098876953125 None None None +8 1918 0.42188167572021484 809.729736328125 796.5252685546875 None None None +8 1919 0.421846866607666 809.7573852539062 796.5540161132812 None None None +8 1920 0.42187076807022095 809.7548217773438 796.55078125 None None None +8 1921 0.4219089448451996 809.7686157226562 796.5633544921875 None None None +8 1922 0.4218536615371704 809.8203125 796.6167602539062 None None None +8 1923 0.42190444469451904 809.7939453125 796.5888061523438 None None None +8 1924 0.4219273626804352 809.7911987304688 796.5853271484375 None None None +8 1925 0.4220333397388458 809.7899169921875 796.5807495117188 None None None +8 1926 0.4220733344554901 809.822021484375 796.6116333007812 None None None +8 1927 0.42199328541755676 809.8224487304688 796.6145629882812 None None None +8 1928 0.421980619430542 809.8861694335938 796.6786499023438 None None None +8 1929 0.42193907499313354 809.8921508789062 796.6859130859375 None None None +8 1930 0.42189285159111023 809.8734130859375 796.6686401367188 None None None +8 1931 0.4218502640724182 809.828369140625 796.6249389648438 None None None +8 1932 0.4218100309371948 809.8168334960938 796.6146850585938 None None None +8 1933 0.4218197762966156 809.8382568359375 796.6357421875 None None None +8 1934 0.4217735528945923 809.8435668945312 796.6425170898438 None None None +8 1935 0.421709805727005 809.8611450195312 796.6621704101562 None None None +8 1936 0.4217149615287781 809.8491821289062 796.6499633789062 None None None +8 1937 0.4217018783092499 809.9227905273438 796.7239990234375 None None None +8 1938 0.4217194616794586 809.9203491210938 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0.42157667875289917 809.9862670898438 796.7914428710938 None None None +8 1965 0.4215709865093231 810.0659790039062 796.871337890625 None None None +8 1966 0.4215701222419739 810.0469970703125 796.8523559570312 None None None +8 1967 0.42160898447036743 810.0361938476562 796.8404541015625 None None None +8 1968 0.4216502904891968 809.9904174804688 796.7933349609375 None None None +8 1969 0.42168059945106506 809.9476928710938 796.7496948242188 None None None +8 1970 0.42167919874191284 809.9851684570312 796.7871704101562 None None None +8 1971 0.4216907024383545 809.9083251953125 796.7100219726562 None None None +8 1972 0.42165347933769226 809.9149169921875 796.7177734375 None None None +8 1973 0.4216221570968628 809.9078979492188 796.7117919921875 None None None +8 1974 0.4216129183769226 809.9708251953125 796.7749633789062 None None None +8 1975 0.4216710329055786 810.0523681640625 796.8546752929688 None None None +8 1976 0.4216347336769104 810.0708618164062 796.8743286132812 None None None +8 1977 0.4216036796569824 810.0927124023438 796.8970947265625 None None None +8 1978 0.42157790064811707 810.13232421875 796.9375610351562 None None None +8 1979 0.42157912254333496 810.130615234375 796.9358520507812 None None None +8 1980 0.4216005802154541 810.1388549804688 796.9434204101562 None None None +8 1981 0.4215924143791199 810.139404296875 796.9441528320312 None None None +8 1982 0.4215865433216095 810.1154174804688 796.92041015625 None None None +8 1983 0.4215375781059265 810.0744018554688 796.8809204101562 None None None +8 1984 0.4215276837348938 810.0941772460938 796.9009399414062 None None None +8 1985 0.42152050137519836 810.0787353515625 796.8857421875 None None None +8 1986 0.42149752378463745 810.0323486328125 796.8400268554688 None None None +8 1987 0.4215194284915924 810.08642578125 796.8934326171875 None None None +8 1988 0.4215230941772461 810.0597534179688 796.8666381835938 None None None +8 1989 0.42151546478271484 810.1181030273438 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0.42106619477272034 810.0946655273438 796.9155883789062 None None None +8 2016 0.4210914671421051 810.1448974609375 796.9650268554688 None None None +8 2017 0.4210834801197052 810.1849365234375 797.0053100585938 None None None +8 2018 0.4210992157459259 810.106689453125 796.9265747070312 None None None +8 2019 0.4210955798625946 810.0286254882812 796.8486328125 None None None +8 2020 0.421144038438797 810.008056640625 796.8264770507812 None None None +8 2021 0.421122282743454 809.9833984375 796.802490234375 None None None +8 2022 0.42112836241722107 809.9650268554688 796.783935546875 None None None +8 2023 0.42116230726242065 810.032958984375 796.850830078125 None None None +8 2024 0.4212043583393097 810.0104370117188 796.8270263671875 None None None +8 2025 0.4212072491645813 810.0047607421875 796.8212280273438 None None None +8 2026 0.4211410880088806 809.9612426757812 796.7798461914062 None None None +8 2027 0.42123815417289734 809.9551391601562 796.7706298828125 None None None +8 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0.4026060998439789 804.6848754882812 792.082763671875 None None None +9 1936 0.4025455713272095 804.6869506835938 792.0867309570312 None None None +9 1937 0.40257787704467773 804.6694946289062 792.0682373046875 None None None +9 1938 0.4025779068470001 804.6404418945312 792.0391845703125 None None None +9 1939 0.4025648832321167 804.6181030273438 792.0172729492188 None None None +9 1940 0.40257367491722107 804.6156005859375 792.014404296875 None None None +9 1941 0.4025888442993164 804.6572875976562 792.0556030273438 None None None +9 1942 0.40252885222435 804.6715087890625 792.0716552734375 None None None +9 1943 0.40254130959510803 804.703125 792.1029052734375 None None None +9 1944 0.40257251262664795 804.6629638671875 792.061767578125 None None None +9 1945 0.40255558490753174 804.6915283203125 792.0908813476562 None None None +9 1946 0.40264299511909485 804.6682739257812 792.0648803710938 None None None +9 1947 0.40262454748153687 804.6793212890625 792.0765380859375 None None None 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799.056884765625 786.9434204101562 None None None +10 1918 0.38704004883766174 799.1452026367188 787.0325927734375 None None None +10 1919 0.3870067298412323 799.1798706054688 787.0682983398438 None None None +10 1920 0.38696637749671936 799.0956420898438 786.9852905273438 None None None +10 1921 0.3870179057121277 799.05517578125 786.9431762695312 None None None +10 1922 0.3870869278907776 799.0487670898438 786.9346313476562 None None None +10 1923 0.3870697319507599 799.0684204101562 786.9547729492188 None None None +10 1924 0.3871038854122162 799.0863647460938 786.9716796875 None None None +10 1925 0.3871641457080841 799.13818359375 787.0216064453125 None None None +10 1926 0.38719654083251953 799.2177734375 787.1002197265625 None None None +10 1927 0.3871767520904541 799.1919555664062 787.0750732421875 None None None +10 1928 0.3870950937271118 799.1947021484375 787.080322265625 None None None +10 1929 0.3870556056499481 799.1102294921875 786.9971313476562 None None None +10 1930 0.3871205151081085 799.114013671875 786.9988403320312 None None None +10 1931 0.38707235455513 799.0687866210938 786.955078125 None None None +10 1932 0.3870794475078583 799.0575561523438 786.9436645507812 None None None +10 1933 0.3870753347873688 799.014892578125 786.901123046875 None None None +10 1934 0.3870616555213928 799.0470581054688 786.9337158203125 None None None +10 1935 0.38714995980262756 799.0179443359375 786.9019165039062 None None None +10 1936 0.38717713952064514 798.9758911132812 786.8590087890625 None None None +10 1937 0.38714608550071716 798.9632568359375 786.8473510742188 None None None +10 1938 0.3870984613895416 798.9492797851562 786.8348388671875 None None None +10 1939 0.38711053133010864 798.971923828125 786.8571166992188 None None None +10 1940 0.3870446979999542 798.967529296875 786.8547973632812 None None None +10 1941 0.38701245188713074 798.9566650390625 786.844970703125 None None None +10 1942 0.38699257373809814 798.9473876953125 786.8362426757812 None None None +10 1943 0.386951208114624 798.9244384765625 786.814697265625 None None None +10 1944 0.38697049021720886 798.9934692382812 786.8831176757812 None None None +10 1945 0.3869580924510956 799.0275268554688 786.9176635742188 None None None +10 1946 0.38696375489234924 799.0425415039062 786.9324951171875 None None None +10 1947 0.3869389295578003 799.0140380859375 786.90478515625 None None None +10 1948 0.38692307472229004 799.031005859375 786.9221801757812 None None None +10 1949 0.38692477345466614 799.0825805664062 786.9736938476562 None None None +10 1950 0.3869718611240387 799.0834350585938 786.9730834960938 None None None +10 1951 0.3869309425354004 799.0234985351562 786.9144287109375 None None None +10 1952 0.3869936764240265 799.0241088867188 786.9131469726562 None None None +10 1953 0.3869762718677521 798.9688720703125 786.8583374023438 None None None +10 1954 0.38690659403800964 798.9791259765625 786.870849609375 None None None +10 1955 0.3868769109249115 798.9776000976562 786.8702392578125 None None None +10 1956 0.386940062046051 798.996826171875 786.887451171875 None None None +10 1957 0.3871401846408844 799.0194091796875 786.90380859375 None None None +10 1958 0.3872053921222687 798.9610595703125 786.8433837890625 None None None +10 1959 0.38719093799591064 798.9522094726562 786.8350219726562 None None None +10 1960 0.3871575593948364 798.9270629882812 786.8109130859375 None None None +10 1961 0.3871730864048004 798.9239501953125 786.8072509765625 None None None +10 1962 0.3872110843658447 798.940185546875 786.8223266601562 None None None +10 1963 0.3872484266757965 798.8760375976562 786.7570190429688 None None None +10 1964 0.3872047960758209 798.8309326171875 786.7132568359375 None None None +10 1965 0.3873020112514496 798.8001098632812 786.6793823242188 None None None +10 1966 0.38731667399406433 798.856201171875 786.7349853515625 None None None +10 1967 0.38734397292137146 798.8184814453125 786.6964721679688 None None None +10 1968 0.38739341497421265 798.7745971679688 786.6510620117188 None None None +10 1969 0.38740766048431396 798.708251953125 786.5842895507812 None None None +10 1970 0.3874998390674591 798.7698364257812 786.6429443359375 None None None +10 1971 0.3875219523906708 798.7471923828125 786.61962890625 None None None +10 1972 0.38754308223724365 798.711669921875 786.58349609375 None None None +10 1973 0.38748782873153687 798.709228515625 786.582763671875 None None None +10 1974 0.3874841034412384 798.7586669921875 786.63232421875 None None None +10 1975 0.3874790072441101 798.720703125 786.594482421875 None None None +10 1976 0.3874968886375427 798.7322998046875 786.6055297851562 None None None +10 1977 0.3874513506889343 798.660400390625 786.5350952148438 None None None +10 1978 0.3874875009059906 798.6802978515625 786.5538330078125 None None None +10 1979 0.38752439618110657 798.6886596679688 786.56103515625 None None None +10 1980 0.3875438868999481 798.674560546875 786.5463256835938 None None None +10 1981 0.38751545548439026 798.6914672851562 786.5641479492188 None None None +10 1982 0.3874797523021698 798.752197265625 786.6259155273438 None None None +10 1983 0.3874877691268921 798.7451782226562 786.61865234375 None None None +10 1984 0.3875017464160919 798.7667236328125 786.6397705078125 None None None +10 1985 0.38747793436050415 798.7567749023438 786.6305541992188 None None None +10 1986 0.3874600827693939 798.7611694335938 786.635498046875 None None None +10 1987 0.3875271677970886 798.7315673828125 786.6038208007812 None None None +10 1988 0.3874920904636383 798.682861328125 786.5562133789062 None None None +10 1989 0.38744232058525085 798.7098388671875 786.5846557617188 None None None +10 1990 0.3874850571155548 798.7612915039062 786.6348266601562 None None None +10 1991 0.38749754428863525 798.7780151367188 786.651123046875 None None None +10 1992 0.3875214159488678 798.7587890625 786.6311645507812 None None None +10 1993 0.3875192105770111 798.7227783203125 786.5951538085938 None None None +10 1994 0.3875063359737396 798.6932983398438 786.5661010742188 None None None +10 1995 0.38752150535583496 798.6533813476562 786.5257568359375 None None None +10 1996 0.3875120282173157 798.6441650390625 786.516845703125 None None None +10 1997 0.38750502467155457 798.63671875 786.5096435546875 None None None +10 1998 0.3875589370727539 798.5999755859375 786.4712524414062 None None None +10 1999 0.38754040002822876 798.6219482421875 786.4938354492188 None None None +10 2000 0.3876160681247711 798.6141357421875 786.483642578125 None None None +10 2001 0.38758179545402527 798.6624755859375 786.5330200195312 None None None +10 2002 0.38757961988449097 798.6604614257812 786.5310668945312 None None None +10 2003 0.3875691890716553 798.6689453125 786.5399169921875 None None None +10 2004 0.3875202238559723 798.6512451171875 786.5238037109375 None None None +10 2005 0.38751518726348877 798.6141357421875 786.4868774414062 None None None +10 2006 0.38748300075531006 798.6168823242188 786.4906616210938 None None None +10 2007 0.3875381052494049 798.6587524414062 786.5308837890625 None None None +10 2008 0.38758137822151184 798.684326171875 786.5551147460938 None None None +10 2009 0.3875712752342224 798.6821899414062 786.5532836914062 None None None +10 2010 0.3875522315502167 798.6806640625 786.5523681640625 None None None +10 2011 0.38750141859054565 798.6702270507812 786.5435791015625 None None None +10 2012 0.3875008821487427 798.6795043945312 786.5527954101562 None None None +10 2013 0.3874777853488922 798.630615234375 786.504638671875 None None None +10 2014 0.38751640915870667 798.661865234375 786.5347290039062 None None None +10 2015 0.38747814297676086 798.6094360351562 786.4835205078125 None None None +10 2016 0.38746878504753113 798.625732421875 786.5001220703125 None None None +10 2017 0.3874532878398895 798.6248168945312 786.4996948242188 None None None +10 2018 0.38744044303894043 798.6390380859375 786.5142822265625 None None None +10 2019 0.3873853087425232 798.6371459960938 786.51416015625 None None None +10 2020 0.38736292719841003 798.6402587890625 786.5179443359375 None None None +10 2021 0.38730841875076294 798.634765625 786.5142211914062 None None None +10 2022 0.3873497545719147 798.6505737304688 786.52880859375 None None None +10 2023 0.38748493790626526 798.6378784179688 786.5118408203125 None None None +10 2024 0.3874413073062897 798.6258544921875 786.501220703125 None None None +10 2025 0.3874121308326721 798.59716796875 786.4734497070312 None None None +10 2026 0.3874226212501526 798.610107421875 786.486083984375 None None None +10 2027 0.3874100148677826 798.57177734375 786.4481201171875 None None None +10 2028 0.38742631673812866 798.5013427734375 786.3771362304688 None None None +10 2029 0.3873823583126068 798.507080078125 786.3842163085938 None None None +10 2030 0.38741534948349 798.4994506835938 786.3755493164062 None None None +10 2031 0.387504905462265 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2044 0.3876630961894989 798.6217651367188 786.4900512695312 None None None +10 2045 0.38764455914497375 798.659423828125 786.5283203125 None None None +10 2046 0.3875933885574341 798.6698608398438 786.540283203125 None None None +10 2047 0.3875081539154053 798.666015625 786.5391235351562 None None None +10 2048 0.387612909078598 798.628662109375 786.4984741210938 None None None +10 2049 0.387662410736084 798.6435546875 786.5118408203125 None None None +10 2050 0.3877217769622803 798.6455078125 786.5119018554688 None None None +10 2051 0.3876948952674866 798.5928955078125 786.4601440429688 None None None +10 2052 0.38768526911735535 798.5599365234375 786.427490234375 None None None +10 2053 0.3876495659351349 798.5775146484375 786.4461669921875 None None None +10 2054 0.38761964440345764 798.5744018554688 786.4439697265625 None None None +10 2055 0.38759979605674744 798.5704345703125 786.4406127929688 None None None +10 2056 0.3875759541988373 798.6212158203125 786.4921264648438 None None None +10 2057 0.387558251619339 798.6282348632812 786.4996948242188 None None None +10 2058 0.3875601887702942 798.6405639648438 786.511962890625 None None None +10 2059 0.38753989338874817 798.6198120117188 786.4918212890625 None None None +10 2060 0.38756316900253296 798.599365234375 786.4706420898438 None None None +10 2061 0.3875308334827423 798.611572265625 786.48388671875 None None None +10 2062 0.3876427114009857 798.6141967773438 786.4829711914062 None None None +10 2063 0.38757985830307007 798.6293334960938 786.5001220703125 None None None +10 2064 0.38759562373161316 798.701416015625 786.5717163085938 None None None +10 2065 0.3875941038131714 798.6969604492188 786.5672607421875 None None None +10 2066 0.387567937374115 798.6917114257812 786.5629272460938 None None None +10 2067 0.38751667737960815 798.7168579101562 786.589599609375 None None None +10 2068 0.38749223947525024 798.7060546875 786.5795288085938 None None None +10 2069 0.3875349462032318 798.7197265625 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0.38744187355041504 798.6259765625 786.5009765625 None None None +10 2083 0.38744089007377625 798.6395874023438 786.5145874023438 None None None +10 2084 0.3873860538005829 798.6416625976562 786.5183715820312 None None None +10 2085 0.38742953538894653 798.6121215820312 786.4874267578125 None None None +10 2086 0.38739943504333496 798.6022338867188 786.478515625 None None None +10 2087 0.3874211311340332 798.6515502929688 786.5270385742188 None None None +10 2088 0.3874305784702301 798.6992797851562 786.5745239257812 None None None +10 2089 0.38744011521339417 798.710205078125 786.5851440429688 None None None +10 2090 0.3873923122882843 798.7154541015625 786.5919189453125 None None None +10 2091 0.3873845934867859 798.728515625 786.6051635742188 None None None +10 2092 0.3873650133609772 798.7532348632812 786.6304931640625 None None None +10 2093 0.3873162269592285 798.7711181640625 786.64990234375 None None None +10 2094 0.38735270500183105 798.73486328125 786.612548828125 None None None +10 2095 0.38736721873283386 798.7158203125 786.5929565429688 None None None +10 2096 0.3873438239097595 798.6864013671875 786.5643310546875 None None None +10 2097 0.38738813996315 798.673095703125 786.5496215820312 None None None +10 2098 0.38735994696617126 798.7255859375 786.60302734375 None None None +10 2099 0.3873639404773712 798.8045654296875 786.681884765625 None None None +10 2100 0.38740524649620056 798.8062133789062 786.6821899414062 None None None +10 2101 0.3873998522758484 798.8001708984375 786.6763305664062 None None None +10 2102 0.3874518573284149 798.7791748046875 786.6536865234375 None None None +10 2103 0.3874702453613281 798.7899780273438 786.6639404296875 None None None +10 2104 0.3873984217643738 798.79248046875 786.668701171875 None None None +10 2105 0.38740837574005127 798.8136596679688 786.6895141601562 None None None +10 2106 0.38742104172706604 798.7738037109375 786.6492919921875 None None None +10 2107 0.3873969316482544 798.7769775390625 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795.0256958007812 783.33740234375 None None None +11 1935 0.3734341561794281 794.9835815429688 783.2943115234375 None None None +11 1936 0.3734275996685028 794.90625 783.2171020507812 None None None +11 1937 0.37349942326545715 794.8805541992188 783.1891479492188 None None None +11 1938 0.37346887588500977 794.8875122070312 783.197021484375 None None None +11 1939 0.3735074996948242 794.9149780273438 783.2233276367188 None None None +11 1940 0.37356090545654297 794.9351196289062 783.2417602539062 None None None +11 1941 0.37357643246650696 794.8845825195312 783.190673828125 None None None +11 1942 0.3736491799354553 794.9222412109375 783.2260131835938 None None None +11 1943 0.37364640831947327 794.8753051757812 783.1791381835938 None None None +11 1944 0.3736664652824402 794.8463134765625 783.1495971679688 None None None +11 1945 0.37377896904945374 794.8048706054688 783.1046752929688 None None None +11 1946 0.3737315833568573 794.7931518554688 783.0943603515625 None None None +11 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0.34339699149131775 784.5475463867188 773.7994995117188 None None None +12 1966 0.3433721661567688 784.5794067382812 773.8321533203125 None None None +12 1967 0.3433839678764343 784.5401611328125 773.7925415039062 None None None +12 1968 0.3433709144592285 784.552978515625 773.8057861328125 None None None +12 1969 0.34346479177474976 784.5325317382812 773.782470703125 None None None +12 1970 0.3435139060020447 784.484375 773.7327270507812 None None None +12 1971 0.34346798062324524 784.5176391601562 773.7673950195312 None None None +12 1972 0.3435068726539612 784.5316162109375 773.7802124023438 None None None +12 1973 0.34347057342529297 784.5889282226562 773.838623046875 None None None +12 1974 0.3434526026248932 784.5645751953125 773.8148803710938 None None None +12 1975 0.34342479705810547 784.5933227539062 773.8444213867188 None None None +12 1976 0.34345126152038574 784.5374145507812 773.7877197265625 None None None +12 1977 0.3434244692325592 784.5299682617188 773.7811279296875 None None None +12 1978 0.34338411688804626 784.4578857421875 773.7103271484375 None None None +12 1979 0.3434203863143921 784.4412231445312 773.6925048828125 None None None +12 1980 0.34345173835754395 784.4168090820312 773.6671752929688 None None None +12 1981 0.3434460163116455 784.40478515625 773.6552734375 None None None +12 1982 0.3434148132801056 784.3933715820312 773.6449584960938 None None None +12 1983 0.3434550166130066 784.4024047851562 773.6526489257812 None None None +12 1984 0.3434273600578308 784.451416015625 773.70263671875 None None None +12 1985 0.3434258699417114 784.4777221679688 773.7289428710938 None None None +12 1986 0.343447744846344 784.5371704101562 773.7877197265625 None None None +12 1987 0.34345492720603943 784.5477905273438 773.798095703125 None None None +12 1988 0.3434862196445465 784.5353393554688 773.78466796875 None None None +12 1989 0.3434807360172272 784.5855712890625 773.8350219726562 None None None +12 1990 0.3435434103012085 784.6315307617188 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0.3436136543750763 784.8759765625 774.1212158203125 None None None +12 2004 0.3436425030231476 784.8902587890625 774.1345825195312 None None None +12 2005 0.3436381220817566 784.8969116210938 774.141357421875 None None None +12 2006 0.3436330258846283 784.8753051757812 774.119873046875 None None None +12 2007 0.3436790108680725 784.8523559570312 774.0955200195312 None None None +12 2008 0.3436957001686096 784.8704223632812 774.1130981445312 None None None +12 2009 0.3437110483646393 784.891357421875 774.133544921875 None None None +12 2010 0.3437005281448364 784.8423461914062 774.0848388671875 None None None +12 2011 0.3437269330024719 784.8576049804688 774.0992431640625 None None None +12 2012 0.34369170665740967 784.8604125976562 774.1030883789062 None None None +12 2013 0.3436644971370697 784.8772583007812 774.120849609375 None None None +12 2014 0.3436930477619171 784.857666015625 774.1004028320312 None None None +12 2015 0.3436594009399414 784.8351440429688 774.0789184570312 None None None +12 2016 0.3436422348022461 784.818359375 774.0626831054688 None None None +12 2017 0.3436490595340729 784.873046875 774.1171264648438 None None None +12 2018 0.34363874793052673 784.8695068359375 774.1139526367188 None None None +12 2019 0.3436258137226105 784.9338989257812 774.1787109375 None None None +12 2020 0.3436714708805084 784.9189453125 774.162353515625 None None None +12 2021 0.34368228912353516 784.9240112304688 774.1671142578125 None None None +12 2022 0.3437269926071167 784.9418334960938 774.1835327148438 None None None +12 2023 0.34368395805358887 784.9243774414062 774.1673583984375 None None None +12 2024 0.3437279462814331 784.9354858398438 774.1771240234375 None None None +12 2025 0.34370285272598267 784.9735717773438 774.2160034179688 None None None +12 2026 0.34370923042297363 784.9664916992188 774.208740234375 None None None +12 2027 0.34371814131736755 784.9808349609375 774.2228393554688 None None None +12 2028 0.34368208050727844 784.9638671875 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0.3434150516986847 785.0601196289062 774.3113403320312 None None None +12 2055 0.34345054626464844 785.0738525390625 774.3240356445312 None None None +12 2056 0.34343478083610535 785.1359252929688 774.3865966796875 None None None +12 2057 0.3434266746044159 785.0943603515625 774.34521484375 None None None +12 2058 0.3434041440486908 785.1107177734375 774.3623657226562 None None None +12 2059 0.34339639544487 785.1049194335938 774.3567504882812 None None None +12 2060 0.3434063494205475 785.1484375 774.3999633789062 None None None +12 2061 0.34343498945236206 785.175048828125 774.4257202148438 None None None +12 2062 0.34349462389945984 785.1826171875 774.4314575195312 None None None +12 2063 0.34352073073387146 785.24169921875 774.4896240234375 None None None +12 2064 0.3435007333755493 785.157470703125 774.4060668945312 None None None +12 2065 0.34346821904182434 785.1665649414062 774.4161987304688 None None None +12 2066 0.34345096349716187 785.1861572265625 774.4363403320312 None 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0.3306261897087097 782.2498779296875 771.9004516601562 None None None +13 1958 0.3306223154067993 782.292236328125 771.94287109375 None None None +13 1959 0.33063966035842896 782.3036499023438 771.9537963867188 None None None +13 1960 0.3306557834148407 782.2891845703125 771.9387817382812 None None None +13 1961 0.330639511346817 782.2742309570312 771.9243774414062 None None None +13 1962 0.3306719660758972 782.2692260742188 771.9182739257812 None None None +13 1963 0.33067166805267334 782.26220703125 771.9113159179688 None None None +13 1964 0.33065810799598694 782.295654296875 771.9452514648438 None None None +13 1965 0.3306625783443451 782.2739868164062 771.9234619140625 None None None +13 1966 0.33065101504325867 782.2118530273438 771.8616333007812 None None None +13 1967 0.3307592272758484 782.220947265625 771.8673706054688 None None None +13 1968 0.3307734429836273 782.2256469726562 771.8717041015625 None None None +13 1969 0.33073773980140686 782.2555541992188 771.9027099609375 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771.5890502929688 None None None +13 2363 0.33001604676246643 781.8799438476562 771.5491333007812 None None None +13 2364 0.3299877643585205 781.888916015625 771.5590209960938 None None None +13 2365 0.3299817442893982 781.9091796875 771.5794067382812 None None None +13 2366 0.32998400926589966 781.8822021484375 771.5523681640625 None None None +13 2367 0.3299589157104492 781.89501953125 771.56591796875 None None None +13 2368 0.3299103379249573 781.9141845703125 771.586669921875 None None None +13 2369 0.329868346452713 781.9112548828125 771.5850830078125 None None None +13 2370 0.32984939217567444 781.9456787109375 771.6201171875 None None None +13 2371 0.3298657536506653 781.9046630859375 771.5785522460938 None None None +13 2372 0.32987213134765625 781.8963012695312 771.570068359375 None None None +13 2373 0.32984018325805664 781.961669921875 771.6364135742188 None None None +13 2374 0.329864501953125 781.9307250976562 771.6046752929688 None None None +13 2375 0.32983192801475525 781.9715576171875 771.6466064453125 None None None +13 2376 0.3297923803329468 781.9628295898438 771.6390380859375 None None None +13 2377 0.32974138855934143 781.968994140625 771.6468505859375 None None None +13 2378 0.3297252655029297 781.9432373046875 771.62158203125 None None None +13 2379 0.32972320914268494 781.9304809570312 771.60888671875 None None None +13 2380 0.32973891496658325 781.9386596679688 771.6166381835938 None None None +13 2381 0.3297356963157654 781.9439086914062 771.6219482421875 None None None +13 2382 0.3297623097896576 781.943603515625 771.6207885742188 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b84f0e510ee1b886503efe1c6c289ab4163fbf9 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 02:31:58.511220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.430105: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.434197: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:32:01.462334: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.462399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.487352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.487458: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.499743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.505274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.526279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.531982: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.533129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.534855: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.535214: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 02:32:01.536126: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.536394: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:82:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.536429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.536459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.536486: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.536512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.536538: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.536564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.536590: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.536616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.537168: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.538514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:03.543667: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:32:03.543796: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:32:03.543817: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:32:03.571159: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:82:00.0, compute capability: 6.0) +2023-07-15 02:32:04.456835: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..31dbc28cd33ef85a6cc832f49620fe7d57da5624 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/new_model_formats/bias_model_scaled diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet.params.json b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..9728acf17926bc3afed72ca949c4781ed7081b28 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "31.3", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..56a37493692c025002a65c5eaa1cd1fedf47c913 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 21.0 +counts_sum_max_thresh 4879.0 +trainings_pts_post_thresh 171844 diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..97eded3464753827e034668cde563ffa5ee3c2da --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 01:29:47.505192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.894017: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:49.898002: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:29:50.930779: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:45:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:50.930861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.948974: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:50.949034: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:50.958617: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:50.963361: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:50.979081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:50.983297: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:50.984207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:50.994842: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:50.995120: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 01:29:50.995821: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:51.002588: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:45:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:51.002634: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:51.002663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:51.002684: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:51.002703: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:51.002722: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:51.002751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:51.002771: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:51.002790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:51.046570: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:51.048990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:53.622823: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:29:53.622884: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:29:53.622900: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:29:53.709949: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:45:00.0, compute capability: 8.0) +2023-07-15 01:29:55.866178: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4211b3a601fb3ad3f6fe6b5cb134ef9eadea436 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/new_model_formats/chrombpnet diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..7be84c22324a049772a3b12a996bad345b0486d3 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 31.3 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..40096907b3e9f70d384d054c45af2717680d8b28 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..40096907b3e9f70d384d054c45af2717680d8b28 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/new_model_formats/chrombpnet_wo_bias diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.epoch_loss.csv b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..9b70a3a558b847819f4a973d3747ae6bb5aaae3e --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.epoch_loss.csv @@ -0,0 +1,15 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,3.6604795455932617,920.5112915039062,1035.0849609375,0.6752578616142273,1012.3302612304688,1033.4654541015625 +1,0.642371654510498,858.5625610351562,878.6685791015625,0.5882466435432434,981.106201171875,999.5189208984375 +2,0.5889918208122253,841.0218505859375,859.45751953125,0.5932146310806274,960.6151123046875,979.1824951171875 +3,0.5553242564201355,831.8506469726562,849.2329711914062,0.5267480611801147,950.65576171875,967.1431884765625 +4,0.5279464721679688,824.0562133789062,840.57958984375,0.5679915547370911,944.7647705078125,962.5426635742188 +5,0.5059202313423157,818.6666259765625,834.5027465820312,0.5986226797103882,947.5057983398438,966.2428588867188 +6,0.48359906673431396,812.98486328125,828.1222534179688,0.4638863205909729,950.103515625,964.6235961914062 +7,0.4658975303173065,810.005126953125,824.5885620117188,0.47527408599853516,955.0723266601562,969.948974609375 +8,0.4211513102054596,797.1854248046875,810.3674926757812,0.462568074464798,928.3245239257812,942.8036499023438 +9,0.4029862582683563,791.3037719726562,803.9169921875,0.4337342083454132,940.7798461914062,954.3554077148438 +10,0.3880857527256012,786.762451171875,798.9075927734375,0.4359762966632843,935.423095703125,949.0692749023438 +11,0.37229490280151367,782.9566040039062,794.6099853515625,0.43708497285842896,944.81298828125,958.4935913085938 +12,0.3428780138492584,774.6470336914062,785.3784790039062,0.4402964413166046,933.7521362304688,947.53369140625 +13,0.3297623097896576,771.6207885742188,781.943603515625,0.43625587224960327,933.7962646484375,947.4507446289062 diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stderr.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd3da489f2e179dfefa0e7c08c21100c66981c9e --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stderr.txt @@ -0,0 +1,336 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2022-10-17 09:40:36.166843: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:52:26.772913: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:52:26.778197: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:52:26.838344: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 09:52:26.838458: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:52:26.868276: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:52:26.868470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:52:26.883637: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:52:26.890726: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:52:26.917058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:52:26.923754: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:52:26.925279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:52:26.927963: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:52:26.928465: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:52:26.929658: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:52:26.932036: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 09:52:26.932107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:52:26.932150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:52:26.932179: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:52:26.932208: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:52:26.932236: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:52:26.932264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:52:26.932291: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:52:26.932326: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:52:26.934508: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:52:26.936126: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:52:29.145717: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:52:29.145827: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:52:29.145849: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:52:29.152041: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +2022-10-17 09:52:31.057811: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:52:31.076155: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 09:52:31.345967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:52:32.710786: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:52:32.721963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:53:25.680741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:53:28.127209: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:53:28.128554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:53:28.183224: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 09:53:28.183331: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:53:28.186793: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:53:28.186889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:53:28.188485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:53:28.188890: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:53:28.192348: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:53:28.193275: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:53:28.193684: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:53:28.194754: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:53:28.195127: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:53:28.195233: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:53:28.195781: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 09:53:28.195817: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:53:28.195848: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:53:28.195873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:53:28.195898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:53:28.195923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:53:28.195947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:53:28.195971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:53:28.195995: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:53:28.197802: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:53:28.197863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:53:28.904805: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:53:28.904917: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:53:28.904938: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:53:28.907045: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +2022-10-17 10:04:25.413807: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 10:04:25.415086: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 10:04:27.602180: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:04:28.101326: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:04:28.124680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +WARNING:tensorflow:Callback method `on_train_batch_end` is slow compared to the batch time (batch time: 0.2126s vs `on_train_batch_end` time: 0.2938s). Check your callbacks. +2022-10-17 15:38:40.659234: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:38:44.456248: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:38:44.457615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 15:38:44.511665: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:38:44.511761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:38:44.515354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:38:44.515470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:38:44.517059: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:38:44.517465: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:38:44.520959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:38:44.521895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:38:44.522356: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:38:44.524225: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:38:44.524621: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 15:38:44.524722: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:38:44.525221: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:38:44.525256: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:38:44.525288: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:38:44.525322: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:38:44.525350: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:38:44.525376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:38:44.525402: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:38:44.525428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:38:44.525454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:38:44.526300: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:38:44.526351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:38:45.256498: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 15:38:45.256606: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 15:38:45.256626: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 15:38:45.258257: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +2022-10-17 15:41:27.141793: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 15:41:27.146540: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 15:41:27.276968: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:41:27.588113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:41:27.590608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 15:47:11.016880: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:47:14.697212: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:47:14.698612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 15:47:14.762106: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:47:14.762206: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:47:14.765852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:47:14.766028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:47:14.767731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:47:14.768250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:47:14.771873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:47:14.772966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:47:14.773562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:47:14.774762: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:47:14.775174: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 15:47:14.775289: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:47:14.776392: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:47:14.776444: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:47:14.776497: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:47:14.776528: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:47:14.776558: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:47:14.776586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:47:14.776615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:47:14.776643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:47:14.776672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:47:14.777588: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:47:14.777640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:47:15.572987: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 15:47:15.573095: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 15:47:15.573118: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 15:47:15.575634: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 15:49:37.371746: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 15:49:37.375037: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 15:49:37.458899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:49:37.759339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:49:37.761136: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 15:54:57.227513: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:55:00.867668: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:55:00.869030: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 15:55:00.929670: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:55:00.929770: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:55:00.933478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:55:00.933663: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:55:00.935345: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:55:00.935850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:55:00.939467: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:55:00.940546: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:55:00.941078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:55:00.942987: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:55:00.943413: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 15:55:00.943525: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:55:00.944103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:55:00.944144: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:55:00.944214: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:55:00.944246: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:55:00.944279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:55:00.944317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:55:00.944348: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:55:00.944376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:55:00.944405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:55:00.945287: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:55:00.945346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:55:01.716243: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 15:55:01.716359: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 15:55:01.716382: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 15:55:01.718149: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +2022-10-17 15:57:28.443874: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 15:57:28.446200: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 15:57:28.500248: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:57:28.806719: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:57:28.808507: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 15:59:10.814781: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:59:12.600396: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:59:12.601743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 15:59:12.654526: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:59:12.654639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:59:12.658178: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:59:12.658282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:59:12.659871: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:59:12.660260: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:59:12.663749: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:59:12.664628: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:59:12.665078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:59:12.666132: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:59:12.666514: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 15:59:12.666617: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 15:59:12.667121: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 15:59:12.667168: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:59:12.667203: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:59:12.667235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:59:12.667265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 15:59:12.667296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 15:59:12.667336: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 15:59:12.667367: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 15:59:12.667398: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:59:12.669066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 15:59:12.669152: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 15:59:13.421811: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 15:59:13.421917: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 15:59:13.421938: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 15:59:13.426000: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 15:59:38.224969: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 15:59:38.225668: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 15:59:38.532123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 15:59:38.930216: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 15:59:38.932373: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 15:59:44.386578: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 15:59:44.387138: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 15:59:44.883801: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 15:59:44.884398: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//footprints’: File exists +2022-10-17 16:03:48.661975: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 16:03:50.412157: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 16:03:50.413518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 16:03:50.468085: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 16:03:50.468189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 16:03:50.471665: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 16:03:50.471745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 16:03:50.473320: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 16:03:50.473711: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 16:03:50.477192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 16:03:50.478108: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 16:03:50.478571: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 16:03:50.479640: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 16:03:50.480009: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 16:03:50.480111: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 16:03:50.480631: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:89:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 16:03:50.480680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 16:03:50.480714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 16:03:50.480745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 16:03:50.480775: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 16:03:50.480809: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 16:03:50.480841: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 16:03:50.480872: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 16:03:50.480903: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 16:03:50.483498: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 16:03:50.483563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 16:03:51.206652: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 16:03:51.206759: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 16:03:51.206778: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 16:03:51.210224: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:89:00.0, compute capability: 7.0) +2022-10-17 16:04:16.080792: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 16:04:16.081457: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 16:04:16.290478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 16:04:16.679961: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 16:04:16.682109: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout.txt b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f3433d098989f1b03df22e8c47fa441a3c2bf8b --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout.txt @@ -0,0 +1,464 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +Mon Oct 17 09:40:28 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA TITAN V On | 00000000:89:00.0 Off | N/A | +| 28% 36C P8 25W / 250W | 0MiB / 12288MiB | 0% E. Process | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-10-17_09-40-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 159425 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 159425 +Number of peaks input: 40575 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 40575 +Number of non peaks input: 160505 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 160505 +Number of non peaks input: 39494 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 39494 +Number of peaks after removing outliers: 157670 +Number of nonpeaks after removing outliers: 142963 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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9ms/step +2022-10-17_09-53-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '31.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(138633, 10) +loading nonpeaks... +got split:train for bed regions:(127246, 10) +loading peaks... +got split:valid for bed regions:(19037, 10) +loading nonpeaks... +got split:valid for bed regions:(15717, 10) +Epoch 1/50 + 1/2383 [..............................] - ETA: 6:50:46 - loss: 995.0612 - logits_profile_predictions_loss: 902.0760 - logcount_predictions_loss: 2.9708 2/2383 [..............................] - ETA: 22:27 - loss: 1060.8698 - logits_profile_predictions_loss: 979.4625 - logcount_predictions_loss: 2.6009  3/2383 [..............................] - ETA: 22:26 - loss: 21133.3142 - logits_profile_predictions_loss: 1008.1896 - logcount_predictions_loss: 642.9752 4/2383 [..............................] - ETA: 22:24 - loss: 27426.1663 - logits_profile_predictions_loss: 1025.7473 - logcount_predictions_loss: 843.4639 5/2383 [..............................] - ETA: 22:23 - loss: 29387.5721 - logits_profile_predictions_loss: 1027.4086 - logcount_predictions_loss: 906.0756 6/2383 [..............................] - ETA: 22:22 - loss: 29694.2186 - logits_profile_predictions_loss: 1029.8633 - logcount_predictions_loss: 915.7941 7/2383 [..............................] - ETA: 22:22 - loss: 29295.6456 - logits_profile_predictions_loss: 1028.1204 - logcount_predictions_loss: 903.1159 8/2383 [..............................] - ETA: 22:21 - loss: 28593.1764 - logits_profile_predictions_loss: 1026.1954 - logcount_predictions_loss: 880.7342 9/2383 [..............................] - ETA: 22:20 - loss: 27769.4287 - logits_profile_predictions_loss: 1025.7615 - logcount_predictions_loss: 854.4303 10/2383 [..............................] - ETA: 22:20 - loss: 26909.6734 - logits_profile_predictions_loss: 1025.1490 - logcount_predictions_loss: 826.9816 11/2383 [..............................] - ETA: 22:19 - loss: 26057.8776 - logits_profile_predictions_loss: 1025.3124 - logcount_predictions_loss: 799.7625 12/2383 [..............................] - ETA: 22:18 - loss: 25234.4133 - logits_profile_predictions_loss: 1025.7983 - logcount_predictions_loss: 773.4382 13/2383 [..............................] - ETA: 22:18 - loss: 24449.2665 - logits_profile_predictions_loss: 1026.7722 - logcount_predictions_loss: 748.3225 14/2383 [..............................] - ETA: 22:17 - loss: 23705.6572 - logits_profile_predictions_loss: 1027.7920 - logcount_predictions_loss: 724.5325 15/2383 [..............................] - ETA: 22:17 - loss: 23004.3572 - logits_profile_predictions_loss: 1029.0521 - logcount_predictions_loss: 702.0864 16/2383 [..............................] - ETA: 22:16 - loss: 22343.4559 - logits_profile_predictions_loss: 1029.9022 - logcount_predictions_loss: 680.9442 17/2383 [..............................] - ETA: 22:16 - loss: 21721.0692 - logits_profile_predictions_loss: 1030.5132 - logcount_predictions_loss: 661.0401 18/2383 [..............................] - ETA: 22:15 - loss: 21134.7762 - logits_profile_predictions_loss: 1030.7903 - logcount_predictions_loss: 642.2999 19/2383 [..............................] - ETA: 22:15 - loss: 20581.9113 - logits_profile_predictions_loss: 1030.6054 - logcount_predictions_loss: 624.6424 20/2383 [..............................] - ETA: 22:14 - loss: 20060.3596 - logits_profile_predictions_loss: 1030.2463 - logcount_predictions_loss: 607.9909 21/2383 [..............................] - ETA: 22:14 - loss: 19568.2901 - logits_profile_predictions_loss: 1030.1347 - logcount_predictions_loss: 592.2734 22/2383 [..............................] - ETA: 22:13 - loss: 19103.3872 - logits_profile_predictions_loss: 1030.1762 - logcount_predictions_loss: 577.4189 23/2383 [..............................] - ETA: 22:12 - loss: 18663.3653 - logits_profile_predictions_loss: 1030.1756 - logcount_predictions_loss: 563.3607 24/2383 [..............................] - ETA: 22:12 - loss: 18246.7642 - logits_profile_predictions_loss: 1030.4814 - logcount_predictions_loss: 550.0410 25/2383 [..............................] - ETA: 22:11 - loss: 17851.4502 - logits_profile_predictions_loss: 1030.7386 - logcount_predictions_loss: 537.4029 26/2383 [..............................] - ETA: 22:11 - loss: 17476.0990 - logits_profile_predictions_loss: 1031.1896 - logcount_predictions_loss: 525.3965 27/2383 [..............................] - ETA: 22:10 - loss: 17118.7702 - logits_profile_predictions_loss: 1031.3774 - logcount_predictions_loss: 513.9742 28/2383 [..............................] - ETA: 22:10 - loss: 16778.4623 - logits_profile_predictions_loss: 1031.5655 - logcount_predictions_loss: 503.0958 29/2383 [..............................] - ETA: 22:09 - loss: 16453.8934 - logits_profile_predictions_loss: 1031.6889 - logcount_predictions_loss: 492.7222 30/2383 [..............................] - ETA: 22:08 - loss: 16144.1192 - logits_profile_predictions_loss: 1031.8685 - logcount_predictions_loss: 482.8195 31/2383 [..............................] - ETA: 22:08 - loss: 15847.7502 - logits_profile_predictions_loss: 1031.7557 - logcount_predictions_loss: 473.3545 32/2383 [..............................] - ETA: 22:07 - loss: 15564.4411 - logits_profile_predictions_loss: 1031.8425 - logcount_predictions_loss: 464.3003 33/2383 [..............................] - ETA: 22:07 - loss: 15292.8813 - logits_profile_predictions_loss: 1031.7096 - logcount_predictions_loss: 455.6285 34/2383 [..............................] - ETA: 22:06 - loss: 15032.4736 - logits_profile_predictions_loss: 1031.5060 - logcount_predictions_loss: 447.3153 35/2383 [..............................] - ETA: 22:06 - loss: 14782.5525 - logits_profile_predictions_loss: 1031.2557 - logcount_predictions_loss: 439.3386 36/2383 [..............................] - ETA: 22:05 - loss: 14542.5186 - logits_profile_predictions_loss: 1031.0055 - logcount_predictions_loss: 431.6777 37/2383 [..............................] - ETA: 22:05 - loss: 14311.8231 - logits_profile_predictions_loss: 1030.7900 - logcount_predictions_loss: 424.3142 38/2383 [..............................] - ETA: 22:04 - loss: 14089.8349 - logits_profile_predictions_loss: 1030.5430 - logcount_predictions_loss: 417.2298 39/2383 [..............................] - ETA: 22:03 - loss: 13876.0260 - logits_profile_predictions_loss: 1030.2350 - logcount_predictions_loss: 410.4087 40/2383 [..............................] - ETA: 22:03 - loss: 13670.1585 - logits_profile_predictions_loss: 1030.0677 - logcount_predictions_loss: 403.8368 41/2383 [..............................] - ETA: 22:02 - loss: 13471.6364 - logits_profile_predictions_loss: 1029.8926 - logcount_predictions_loss: 397.4998 42/2383 [..............................] - ETA: 22:02 - loss: 13279.9274 - logits_profile_predictions_loss: 1029.6017 - logcount_predictions_loss: 391.3842 43/2383 [..............................] - ETA: 22:01 - loss: 13094.7741 - logits_profile_predictions_loss: 1029.2936 - logcount_predictions_loss: 385.4786 44/2383 [..............................] - ETA: 22:01 - loss: 12915.9730 - logits_profile_predictions_loss: 1029.0911 - logcount_predictions_loss: 379.7726 45/2383 [..............................] - ETA: 22:00 - loss: 12743.0080 - logits_profile_predictions_loss: 1028.8236 - logcount_predictions_loss: 374.2551 46/2383 [..............................] - ETA: 21:59 - loss: 12575.7330 - logits_profile_predictions_loss: 1028.6219 - logcount_predictions_loss: 368.9173 47/2383 [..............................] - ETA: 21:59 - loss: 12413.8041 - logits_profile_predictions_loss: 1028.4329 - logcount_predictions_loss: 363.7499 48/2383 [..............................] - ETA: 21:58 - loss: 12256.9554 - logits_profile_predictions_loss: 1028.2510 - logcount_predictions_loss: 358.7446 49/2383 [..............................] - ETA: 21:58 - loss: 12104.8591 - logits_profile_predictions_loss: 1028.0071 - logcount_predictions_loss: 353.8930 50/2383 [..............................] - ETA: 21:57 - loss: 11957.4093 - logits_profile_predictions_loss: 1027.8041 - logcount_predictions_loss: 349.1887 51/2383 [..............................] - ETA: 21:57 - loss: 11814.3818 - logits_profile_predictions_loss: 1027.6309 - logcount_predictions_loss: 344.6246 52/2383 [..............................] - ETA: 21:56 - loss: 11675.4529 - logits_profile_predictions_loss: 1027.3815 - logcount_predictions_loss: 340.1940 53/2383 [..............................] - ETA: 21:56 - loss: 11540.5528 - logits_profile_predictions_loss: 1027.1622 - logcount_predictions_loss: 335.8911 54/2383 [..............................] - ETA: 21:55 - loss: 11409.4898 - logits_profile_predictions_loss: 1026.9575 - logcount_predictions_loss: 331.7103 55/2383 [..............................] - ETA: 21:54 - loss: 11282.1362 - logits_profile_predictions_loss: 1026.8037 - logcount_predictions_loss: 327.6464 56/2383 [..............................] - ETA: 21:54 - loss: 11158.3067 - logits_profile_predictions_loss: 1026.6754 - logcount_predictions_loss: 323.6943 57/2383 [..............................] - ETA: 21:53 - loss: 11037.8729 - logits_profile_predictions_loss: 1026.5899 - logcount_predictions_loss: 319.8493 58/2383 [..............................] - ETA: 21:53 - loss: 10920.6737 - logits_profile_predictions_loss: 1026.5247 - logcount_predictions_loss: 316.1070 59/2383 [..............................] - ETA: 21:52 - loss: 10806.5671 - logits_profile_predictions_loss: 1026.4730 - logcount_predictions_loss: 312.4631 60/2383 [..............................] - ETA: 21:51 - loss: 10695.3839 - logits_profile_predictions_loss: 1026.3961 - logcount_predictions_loss: 308.9134 61/2383 [..............................] - ETA: 21:51 - loss: 10587.0406 - logits_profile_predictions_loss: 1026.3230 - logcount_predictions_loss: 305.4542 62/2383 [..............................] - ETA: 21:50 - loss: 10481.4007 - logits_profile_predictions_loss: 1026.2318 - logcount_predictions_loss: 302.0821 63/2383 [..............................] - ETA: 21:50 - loss: 10378.3984 - logits_profile_predictions_loss: 1026.1553 - logcount_predictions_loss: 298.7937 64/2383 [..............................] - ETA: 21:49 - loss: 10277.9129 - logits_profile_predictions_loss: 1026.0764 - logcount_predictions_loss: 295.5858 65/2383 [..............................] - ETA: 21:49 - loss: 10179.7877 - logits_profile_predictions_loss: 1025.9444 - logcount_predictions_loss: 292.4551 66/2383 [..............................] - ETA: 21:48 - loss: 10083.9567 - logits_profile_predictions_loss: 1025.7802 - logcount_predictions_loss: 289.3986 67/2383 [..............................] - ETA: 21:47 - loss: 9990.4125 - logits_profile_predictions_loss: 1025.6528 - logcount_predictions_loss: 286.4141  68/2383 [..............................] - ETA: 21:47 - loss: 9898.9798 - logits_profile_predictions_loss: 1025.4774 - logcount_predictions_loss: 283.4985 69/2383 [..............................] - ETA: 21:46 - loss: 9809.6701 - logits_profile_predictions_loss: 1025.3340 - logcount_predictions_loss: 280.6497 70/2383 [..............................] - ETA: 21:46 - loss: 9722.4032 - logits_profile_predictions_loss: 1025.2132 - logcount_predictions_loss: 277.8655 71/2383 [..............................] - ETA: 21:45 - loss: 9637.1256 - logits_profile_predictions_loss: 1025.1328 - logcount_predictions_loss: 275.1435 72/2383 [..............................] - ETA: 21:45 - loss: 9553.7084 - logits_profile_predictions_loss: 1025.0378 - logcount_predictions_loss: 272.4815 73/2383 [..............................] - ETA: 21:44 - loss: 9472.1234 - logits_profile_predictions_loss: 1024.9581 - logcount_predictions_loss: 269.8775 74/2383 [..............................] - ETA: 21:44 - loss: 9392.3033 - logits_profile_predictions_loss: 1024.8904 - logcount_predictions_loss: 267.3295 75/2383 [..............................] - ETA: 21:43 - loss: 9314.1806 - logits_profile_predictions_loss: 1024.8257 - logcount_predictions_loss: 264.8356 76/2383 [..............................] - ETA: 21:42 - loss: 9237.6779 - logits_profile_predictions_loss: 1024.7461 - logcount_predictions_loss: 262.3940 77/2383 [..............................] - ETA: 21:42 - loss: 9162.7534 - logits_profile_predictions_loss: 1024.6611 - logcount_predictions_loss: 260.0030 78/2383 [..............................] - ETA: 21:41 - loss: 9089.3946 - logits_profile_predictions_loss: 1024.6041 - logcount_predictions_loss: 257.6610 79/2383 [..............................] - ETA: 21:41 - loss: 9017.5119 - logits_profile_predictions_loss: 1024.5408 - logcount_predictions_loss: 255.3665 80/2383 [>.............................] - ETA: 21:40 - loss: 8947.1200 - logits_profile_predictions_loss: 1024.5226 - logcount_predictions_loss: 253.1181 81/2383 [>.............................] - ETA: 21:40 - loss: 8878.1374 - logits_profile_predictions_loss: 1024.5179 - logcount_predictions_loss: 250.9144 82/2383 [>.............................] - ETA: 21:39 - loss: 8810.4902 - logits_profile_predictions_loss: 1024.4990 - logcount_predictions_loss: 248.7537 83/2383 [>.............................] - ETA: 21:39 - loss: 8744.1408 - logits_profile_predictions_loss: 1024.4689 - logcount_predictions_loss: 246.6349 84/2383 [>.............................] - ETA: 21:38 - loss: 8679.0699 - logits_profile_predictions_loss: 1024.4435 - logcount_predictions_loss: 244.5568 85/2383 [>.............................] - ETA: 21:37 - loss: 8615.2309 - logits_profile_predictions_loss: 1024.4165 - logcount_predictions_loss: 242.5180 86/2383 [>.............................] - ETA: 21:37 - loss: 8552.5787 - logits_profile_predictions_loss: 1024.3810 - logcount_predictions_loss: 240.5175 87/2383 [>.............................] - ETA: 21:36 - loss: 8491.0773 - logits_profile_predictions_loss: 1024.3348 - logcount_predictions_loss: 238.5541 88/2383 [>.............................] - ETA: 21:36 - loss: 8430.7110 - logits_profile_predictions_loss: 1024.2943 - logcount_predictions_loss: 236.6267 89/2383 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[..............................] - ETA: 22:09 - loss: 927.1474 - logits_profile_predictions_loss: 906.7455 - logcount_predictions_loss: 0.6518 30/2383 [..............................] - ETA: 22:08 - loss: 927.0047 - logits_profile_predictions_loss: 906.6217 - logcount_predictions_loss: 0.6512 31/2383 [..............................] - ETA: 22:08 - loss: 926.8992 - logits_profile_predictions_loss: 906.5321 - logcount_predictions_loss: 0.6507 32/2383 [..............................] - ETA: 22:07 - loss: 926.8466 - logits_profile_predictions_loss: 906.4947 - logcount_predictions_loss: 0.6502 33/2383 [..............................] - ETA: 22:07 - loss: 926.7006 - logits_profile_predictions_loss: 906.3606 - logcount_predictions_loss: 0.6498 34/2383 [..............................] - ETA: 22:06 - loss: 926.5534 - logits_profile_predictions_loss: 906.2279 - logcount_predictions_loss: 0.6494 35/2383 [..............................] - ETA: 22:06 - loss: 926.4639 - logits_profile_predictions_loss: 906.1527 - logcount_predictions_loss: 0.6489 36/2383 [..............................] - ETA: 22:05 - loss: 926.3846 - logits_profile_predictions_loss: 906.0877 - logcount_predictions_loss: 0.6485 37/2383 [..............................] - ETA: 22:04 - loss: 926.2044 - logits_profile_predictions_loss: 905.9229 - logcount_predictions_loss: 0.6480 38/2383 [..............................] - ETA: 22:04 - loss: 925.9984 - logits_profile_predictions_loss: 905.7296 - logcount_predictions_loss: 0.6476 39/2383 [..............................] - ETA: 22:03 - loss: 925.8401 - logits_profile_predictions_loss: 905.5838 - logcount_predictions_loss: 0.6472 40/2383 [..............................] - ETA: 22:03 - loss: 925.7363 - logits_profile_predictions_loss: 905.4917 - logcount_predictions_loss: 0.6468 41/2383 [..............................] - ETA: 22:02 - loss: 925.5411 - logits_profile_predictions_loss: 905.3104 - logcount_predictions_loss: 0.6463 42/2383 [..............................] - ETA: 22:02 - loss: 925.3685 - logits_profile_predictions_loss: 905.1504 - logcount_predictions_loss: 0.6459 43/2383 [..............................] - ETA: 22:01 - loss: 925.2369 - logits_profile_predictions_loss: 905.0297 - logcount_predictions_loss: 0.6456 44/2383 [..............................] - ETA: 22:01 - loss: 925.0748 - logits_profile_predictions_loss: 904.8787 - logcount_predictions_loss: 0.6452 45/2383 [..............................] - ETA: 22:00 - loss: 924.8989 - logits_profile_predictions_loss: 904.7147 - logcount_predictions_loss: 0.6449 46/2383 [..............................] - ETA: 22:00 - loss: 924.6712 - logits_profile_predictions_loss: 904.4985 - logcount_predictions_loss: 0.6445 47/2383 [..............................] - ETA: 21:59 - loss: 924.4416 - logits_profile_predictions_loss: 904.2770 - logcount_predictions_loss: 0.6442 48/2383 [..............................] - ETA: 21:58 - loss: 924.1889 - logits_profile_predictions_loss: 904.0316 - logcount_predictions_loss: 0.6440 49/2383 [..............................] - ETA: 21:58 - loss: 923.9712 - logits_profile_predictions_loss: 903.8175 - logcount_predictions_loss: 0.6439 50/2383 [..............................] - ETA: 21:57 - loss: 923.7285 - logits_profile_predictions_loss: 903.5785 - logcount_predictions_loss: 0.6438 51/2383 [..............................] - ETA: 21:57 - loss: 923.5127 - logits_profile_predictions_loss: 903.3669 - logcount_predictions_loss: 0.6436 52/2383 [..............................] - ETA: 21:56 - loss: 923.3677 - logits_profile_predictions_loss: 903.2234 - logcount_predictions_loss: 0.6436 53/2383 [..............................] - ETA: 21:56 - loss: 923.2587 - logits_profile_predictions_loss: 903.1109 - logcount_predictions_loss: 0.6437 54/2383 [..............................] - ETA: 21:55 - loss: 923.1403 - logits_profile_predictions_loss: 902.9880 - logcount_predictions_loss: 0.6438 55/2383 [..............................] - ETA: 21:54 - loss: 923.0114 - logits_profile_predictions_loss: 902.8558 - logcount_predictions_loss: 0.6439 56/2383 [..............................] - ETA: 21:54 - loss: 922.9152 - logits_profile_predictions_loss: 902.7530 - logcount_predictions_loss: 0.6442 57/2383 [..............................] - ETA: 21:53 - loss: 922.8016 - logits_profile_predictions_loss: 902.6293 - logcount_predictions_loss: 0.6445 58/2383 [..............................] - ETA: 21:53 - loss: 922.6589 - logits_profile_predictions_loss: 902.4762 - logcount_predictions_loss: 0.6448 59/2383 [..............................] - ETA: 21:52 - loss: 922.5098 - logits_profile_predictions_loss: 902.3172 - logcount_predictions_loss: 0.6451 60/2383 [..............................] - ETA: 21:52 - loss: 922.3262 - logits_profile_predictions_loss: 902.1249 - logcount_predictions_loss: 0.6454 61/2383 [..............................] - ETA: 21:51 - loss: 922.1318 - 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[..............................] - ETA: 21:47 - loss: 920.7766 - logits_profile_predictions_loss: 900.5196 - logcount_predictions_loss: 0.6472 69/2383 [..............................] - ETA: 21:46 - loss: 920.6149 - logits_profile_predictions_loss: 900.3512 - logcount_predictions_loss: 0.6474 70/2383 [..............................] - ETA: 21:46 - loss: 920.4364 - logits_profile_predictions_loss: 900.1654 - logcount_predictions_loss: 0.6476 71/2383 [..............................] - ETA: 21:45 - loss: 920.2580 - logits_profile_predictions_loss: 899.9805 - logcount_predictions_loss: 0.6478 72/2383 [..............................] - ETA: 21:45 - loss: 920.0743 - logits_profile_predictions_loss: 899.7899 - logcount_predictions_loss: 0.6481 73/2383 [..............................] - ETA: 21:44 - loss: 919.9189 - logits_profile_predictions_loss: 899.6278 - logcount_predictions_loss: 0.6483 74/2383 [..............................] - ETA: 21:44 - loss: 919.7475 - 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[>.............................] - ETA: 21:40 - loss: 918.5956 - logits_profile_predictions_loss: 898.2327 - logcount_predictions_loss: 0.6506 82/2383 [>.............................] - ETA: 21:39 - loss: 918.4094 - logits_profile_predictions_loss: 898.0369 - logcount_predictions_loss: 0.6509 83/2383 [>.............................] - ETA: 21:39 - loss: 918.2288 - logits_profile_predictions_loss: 897.8469 - logcount_predictions_loss: 0.6512 84/2383 [>.............................] - ETA: 21:38 - loss: 918.0472 - logits_profile_predictions_loss: 897.6558 - logcount_predictions_loss: 0.6515 85/2383 [>.............................] - ETA: 21:37 - loss: 917.8510 - logits_profile_predictions_loss: 897.4500 - logcount_predictions_loss: 0.6518 86/2383 [>.............................] - ETA: 21:37 - loss: 917.6520 - logits_profile_predictions_loss: 897.2415 - logcount_predictions_loss: 0.6521 87/2383 [>.............................] - ETA: 21:36 - loss: 917.4467 - 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[>.............................] - ETA: 21:32 - loss: 916.2870 - logits_profile_predictions_loss: 895.8062 - logcount_predictions_loss: 0.6543 95/2383 [>.............................] - ETA: 21:32 - loss: 916.1283 - logits_profile_predictions_loss: 895.6394 - logcount_predictions_loss: 0.6546 96/2383 [>.............................] - ETA: 21:31 - loss: 915.9737 - logits_profile_predictions_loss: 895.4773 - logcount_predictions_loss: 0.6548 97/2383 [>.............................] - ETA: 21:31 - loss: 915.8258 - logits_profile_predictions_loss: 895.3219 - logcount_predictions_loss: 0.6551 98/2383 [>.............................] - ETA: 21:30 - loss: 915.6742 - logits_profile_predictions_loss: 895.1630 - logcount_predictions_loss: 0.6553 99/2383 [>.............................] - ETA: 21:30 - loss: 915.5247 - logits_profile_predictions_loss: 895.0060 - logcount_predictions_loss: 0.6555 100/2383 [>.............................] - ETA: 21:30 - loss: 915.3577 - 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[>.............................] - ETA: 21:26 - loss: 914.1778 - logits_profile_predictions_loss: 893.6108 - logcount_predictions_loss: 0.6571 108/2383 [>.............................] - ETA: 21:25 - loss: 914.0224 - logits_profile_predictions_loss: 893.4502 - logcount_predictions_loss: 0.6573 109/2383 [>.............................] - ETA: 21:25 - loss: 913.8720 - logits_profile_predictions_loss: 893.2949 - logcount_predictions_loss: 0.6574 110/2383 [>.............................] - ETA: 21:24 - loss: 913.7202 - logits_profile_predictions_loss: 893.1382 - logcount_predictions_loss: 0.6576 111/2383 [>.............................] - ETA: 21:23 - loss: 913.5782 - logits_profile_predictions_loss: 892.9914 - logcount_predictions_loss: 0.6577 112/2383 [>.............................] - ETA: 21:23 - loss: 913.4443 - logits_profile_predictions_loss: 892.8528 - logcount_predictions_loss: 0.6579 113/2383 [>.............................] - ETA: 21:22 - loss: 913.3065 - 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logits_profile_predictions_loss: 888.9147 - logcount_predictions_loss: 0.6629 153/2383 [>.............................] - ETA: 21:00 - loss: 909.5865 - logits_profile_predictions_loss: 888.8343 - logcount_predictions_loss: 0.6630 154/2383 [>.............................] - ETA: 20:59 - loss: 909.5152 - logits_profile_predictions_loss: 888.7597 - logcount_predictions_loss: 0.6631 155/2383 [>.............................] - ETA: 20:59 - loss: 909.4456 - logits_profile_predictions_loss: 888.6869 - logcount_predictions_loss: 0.6632 156/2383 [>.............................] - ETA: 20:58 - loss: 909.3752 - logits_profile_predictions_loss: 888.6134 - logcount_predictions_loss: 0.6633 157/2383 [>.............................] - ETA: 20:57 - loss: 909.3005 - logits_profile_predictions_loss: 888.5357 - logcount_predictions_loss: 0.6634 158/2383 [>.............................] - ETA: 20:57 - loss: 909.2224 - logits_profile_predictions_loss: 888.4551 - logcount_predictions_loss: 0.6635 159/2383 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[..............................] - ETA: 22:11 - loss: 819.9183 - logits_profile_predictions_loss: 802.9902 - logcount_predictions_loss: 0.5408 30/2383 [..............................] - ETA: 22:11 - loss: 820.4446 - logits_profile_predictions_loss: 803.5045 - logcount_predictions_loss: 0.5412 31/2383 [..............................] - ETA: 22:10 - loss: 821.0362 - logits_profile_predictions_loss: 804.0820 - logcount_predictions_loss: 0.5417 32/2383 [..............................] - ETA: 22:09 - loss: 821.6351 - logits_profile_predictions_loss: 804.6686 - logcount_predictions_loss: 0.5421 33/2383 [..............................] - ETA: 22:09 - loss: 822.1789 - logits_profile_predictions_loss: 805.2005 - logcount_predictions_loss: 0.5424 34/2383 [..............................] - ETA: 22:08 - loss: 822.7184 - logits_profile_predictions_loss: 805.7277 - logcount_predictions_loss: 0.5428 35/2383 [..............................] - ETA: 22:08 - loss: 823.3437 - 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[..............................] - ETA: 22:09 - loss: 826.3953 - logits_profile_predictions_loss: 810.5130 - logcount_predictions_loss: 0.5074 30/2383 [..............................] - ETA: 22:08 - loss: 827.0119 - logits_profile_predictions_loss: 811.1131 - logcount_predictions_loss: 0.5079 31/2383 [..............................] - ETA: 22:08 - loss: 827.5094 - logits_profile_predictions_loss: 811.5876 - logcount_predictions_loss: 0.5087 32/2383 [..............................] - ETA: 22:07 - loss: 827.9636 - logits_profile_predictions_loss: 812.0250 - logcount_predictions_loss: 0.5092 33/2383 [..............................] - ETA: 22:07 - loss: 828.3629 - logits_profile_predictions_loss: 812.4084 - logcount_predictions_loss: 0.5097 34/2383 [..............................] - ETA: 22:06 - loss: 828.6872 - logits_profile_predictions_loss: 812.7177 - logcount_predictions_loss: 0.5102 35/2383 [..............................] - ETA: 22:06 - loss: 828.9405 - 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[..............................] - ETA: 22:02 - loss: 831.0517 - logits_profile_predictions_loss: 814.8807 - logcount_predictions_loss: 0.5166 43/2383 [..............................] - ETA: 22:01 - loss: 831.2445 - logits_profile_predictions_loss: 815.0476 - logcount_predictions_loss: 0.5175 44/2383 [..............................] - ETA: 22:01 - loss: 831.3802 - logits_profile_predictions_loss: 815.1611 - logcount_predictions_loss: 0.5182 45/2383 [..............................] - ETA: 22:00 - loss: 831.5190 - logits_profile_predictions_loss: 815.2803 - logcount_predictions_loss: 0.5188 46/2383 [..............................] - ETA: 22:00 - loss: 831.7057 - logits_profile_predictions_loss: 815.4478 - logcount_predictions_loss: 0.5194 47/2383 [..............................] - ETA: 21:59 - loss: 831.8103 - logits_profile_predictions_loss: 815.5325 - logcount_predictions_loss: 0.5201 48/2383 [..............................] - ETA: 21:58 - loss: 831.9400 - 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[====>.........................] - ETA: 18:36 - loss: 840.4420 - logits_profile_predictions_loss: 823.5402 - logcount_predictions_loss: 0.5400 407/2383 [====>.........................] - ETA: 18:36 - loss: 840.4446 - logits_profile_predictions_loss: 823.5430 - logcount_predictions_loss: 0.5400 408/2383 [====>.........................] - ETA: 18:35 - loss: 840.4475 - logits_profile_predictions_loss: 823.5460 - logcount_predictions_loss: 0.5400 409/2383 [====>.........................] - ETA: 18:35 - loss: 840.4504 - logits_profile_predictions_loss: 823.5491 - logcount_predictions_loss: 0.5400 410/2383 [====>.........................] - ETA: 18:34 - loss: 840.4534 - logits_profile_predictions_loss: 823.5522 - logcount_predictions_loss: 0.5400 411/2383 [====>.........................] - ETA: 18:34 - loss: 840.4568 - logits_profile_predictions_loss: 823.5557 - logcount_predictions_loss: 0.5400 412/2383 [====>.........................] - ETA: 18:33 - loss: 840.4598 - 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[====>.........................] - ETA: 18:22 - loss: 840.5120 - logits_profile_predictions_loss: 823.6134 - logcount_predictions_loss: 0.5399 433/2383 [====>.........................] - ETA: 18:21 - loss: 840.5157 - logits_profile_predictions_loss: 823.6173 - logcount_predictions_loss: 0.5399 434/2383 [====>.........................] - ETA: 18:21 - loss: 840.5200 - logits_profile_predictions_loss: 823.6217 - logcount_predictions_loss: 0.5399 435/2383 [====>.........................] - ETA: 18:20 - loss: 840.5242 - logits_profile_predictions_loss: 823.6261 - logcount_predictions_loss: 0.5399 436/2383 [====>.........................] - ETA: 18:20 - loss: 840.5286 - logits_profile_predictions_loss: 823.6306 - logcount_predictions_loss: 0.5399 437/2383 [====>.........................] - ETA: 18:19 - loss: 840.5327 - logits_profile_predictions_loss: 823.6348 - logcount_predictions_loss: 0.5399 438/2383 [====>.........................] - ETA: 18:18 - loss: 840.5371 - logits_profile_predictions_loss: 823.6393 - logcount_predictions_loss: 0.5399 439/2383 [====>.........................] - ETA: 18:18 - loss: 840.5409 - logits_profile_predictions_loss: 823.6433 - logcount_predictions_loss: 0.5399 440/2383 [====>.........................] - ETA: 18:17 - loss: 840.5447 - logits_profile_predictions_loss: 823.6472 - logcount_predictions_loss: 0.5399 441/2383 [====>.........................] - ETA: 18:17 - loss: 840.5486 - logits_profile_predictions_loss: 823.6513 - logcount_predictions_loss: 0.5399 442/2383 [====>.........................] - ETA: 18:16 - loss: 840.5526 - logits_profile_predictions_loss: 823.6555 - logcount_predictions_loss: 0.5398 443/2383 [====>.........................] - ETA: 18:16 - loss: 840.5567 - logits_profile_predictions_loss: 823.6598 - logcount_predictions_loss: 0.5398 444/2383 [====>.........................] - ETA: 18:15 - loss: 840.5609 - logits_profile_predictions_loss: 823.6641 - logcount_predictions_loss: 0.5398 445/2383 [====>.........................] - ETA: 18:14 - loss: 840.5648 - logits_profile_predictions_loss: 823.6683 - logcount_predictions_loss: 0.5398 446/2383 [====>.........................] - ETA: 18:14 - loss: 840.5688 - logits_profile_predictions_loss: 823.6725 - logcount_predictions_loss: 0.5398 447/2383 [====>.........................] - ETA: 18:13 - loss: 840.5732 - logits_profile_predictions_loss: 823.6770 - logcount_predictions_loss: 0.5398 448/2383 [====>.........................] - ETA: 18:13 - loss: 840.5771 - logits_profile_predictions_loss: 823.6811 - logcount_predictions_loss: 0.5398 449/2383 [====>.........................] - ETA: 18:12 - loss: 840.5822 - logits_profile_predictions_loss: 823.6863 - logcount_predictions_loss: 0.5398 450/2383 [====>.........................] - ETA: 18:12 - loss: 840.5875 - logits_profile_predictions_loss: 823.6918 - logcount_predictions_loss: 0.5398 451/2383 [====>.........................] - ETA: 18:11 - loss: 840.5926 - 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825.1529 - logcount_predictions_loss: 0.5329 2376/2383 [============================>.] - ETA: 3s - loss: 841.8313 - logits_profile_predictions_loss: 825.1525 - logcount_predictions_loss: 0.5329 2377/2383 [============================>.] - ETA: 3s - loss: 841.8308 - logits_profile_predictions_loss: 825.1520 - logcount_predictions_loss: 0.5329 2378/2383 [============================>.] - ETA: 2s - loss: 841.8303 - logits_profile_predictions_loss: 825.1516 - logcount_predictions_loss: 0.5329 2379/2383 [============================>.] - ETA: 2s - loss: 841.8298 - logits_profile_predictions_loss: 825.1511 - logcount_predictions_loss: 0.5329 2380/2383 [============================>.] - ETA: 1s - loss: 841.8293 - logits_profile_predictions_loss: 825.1507 - logcount_predictions_loss: 0.5329 2381/2383 [============================>.] - ETA: 1s - loss: 841.8287 - logits_profile_predictions_loss: 825.1502 - logcount_predictions_loss: 0.5329 2382/2383 [============================>.] - ETA: 0s - loss: 841.8282 - logits_profile_predictions_loss: 825.1497 - logcount_predictions_loss: 0.5329 2383/2383 [==============================] - ETA: 0s - loss: 841.8277 - logits_profile_predictions_loss: 825.1493 - logcount_predictions_loss: 0.5329 2383/2383 [==============================] - 1414s 593ms/step - loss: 841.8272 - logits_profile_predictions_loss: 825.1488 - logcount_predictions_loss: 0.5329 - val_loss: 962.5427 - val_logits_profile_predictions_loss: 944.7648 - val_logcount_predictions_loss: 0.5680 + +Epoch 00005: val_loss improved from 967.14319 to 962.54266, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/2383 [..............................] - ETA: 23:31 - loss: 892.8889 - logits_profile_predictions_loss: 879.2570 - logcount_predictions_loss: 0.4355 2/2383 [..............................] - ETA: 22:25 - loss: 878.1274 - logits_profile_predictions_loss: 860.4729 - logcount_predictions_loss: 0.5640 3/2383 [..............................] - ETA: 22:24 - loss: 868.0748 - logits_profile_predictions_loss: 849.7275 - logcount_predictions_loss: 0.5862 4/2383 [..............................] - ETA: 22:24 - loss: 857.4001 - logits_profile_predictions_loss: 838.8481 - logcount_predictions_loss: 0.5927 5/2383 [..............................] - ETA: 22:24 - loss: 852.3658 - logits_profile_predictions_loss: 833.7906 - logcount_predictions_loss: 0.5935 6/2383 [..............................] - ETA: 22:24 - loss: 848.8830 - logits_profile_predictions_loss: 830.4389 - logcount_predictions_loss: 0.5893 7/2383 [..............................] - ETA: 22:23 - loss: 849.9889 - logits_profile_predictions_loss: 831.4877 - logcount_predictions_loss: 0.5911 8/2383 [..............................] - ETA: 22:22 - loss: 851.5302 - logits_profile_predictions_loss: 833.0645 - logcount_predictions_loss: 0.5900 9/2383 [..............................] - ETA: 22:22 - loss: 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16/2383 [..............................] - ETA: 22:17 - loss: 856.8223 - logits_profile_predictions_loss: 838.6393 - logcount_predictions_loss: 0.5809 17/2383 [..............................] - ETA: 22:16 - loss: 857.4695 - logits_profile_predictions_loss: 839.2961 - logcount_predictions_loss: 0.5806 18/2383 [..............................] - ETA: 22:16 - loss: 857.8918 - logits_profile_predictions_loss: 839.7408 - logcount_predictions_loss: 0.5799 19/2383 [..............................] - ETA: 22:15 - loss: 858.0313 - logits_profile_predictions_loss: 839.8984 - logcount_predictions_loss: 0.5793 20/2383 [..............................] - ETA: 22:15 - loss: 857.7783 - logits_profile_predictions_loss: 839.6584 - logcount_predictions_loss: 0.5789 21/2383 [..............................] - ETA: 22:14 - loss: 857.4651 - logits_profile_predictions_loss: 839.3598 - logcount_predictions_loss: 0.5784 22/2383 [..............................] - ETA: 22:13 - loss: 857.3443 - logits_profile_predictions_loss: 839.2614 - logcount_predictions_loss: 0.5777 23/2383 [..............................] - ETA: 22:13 - loss: 857.4180 - logits_profile_predictions_loss: 839.3524 - logcount_predictions_loss: 0.5772 24/2383 [..............................] - ETA: 22:12 - loss: 857.3642 - logits_profile_predictions_loss: 839.3162 - logcount_predictions_loss: 0.5766 25/2383 [..............................] - ETA: 22:12 - loss: 857.2361 - logits_profile_predictions_loss: 839.2089 - logcount_predictions_loss: 0.5759 26/2383 [..............................] - ETA: 22:11 - loss: 857.2501 - logits_profile_predictions_loss: 839.2341 - logcount_predictions_loss: 0.5756 27/2383 [..............................] - ETA: 22:11 - loss: 857.1907 - logits_profile_predictions_loss: 839.1886 - logcount_predictions_loss: 0.5751 28/2383 [..............................] - ETA: 22:10 - loss: 857.0673 - logits_profile_predictions_loss: 839.0812 - logcount_predictions_loss: 0.5746 29/2383 [..............................] - ETA: 22:10 - loss: 857.0414 - logits_profile_predictions_loss: 839.0700 - logcount_predictions_loss: 0.5742 30/2383 [..............................] - ETA: 22:09 - loss: 857.0398 - logits_profile_predictions_loss: 839.0865 - logcount_predictions_loss: 0.5736 31/2383 [..............................] - ETA: 22:09 - loss: 857.0966 - logits_profile_predictions_loss: 839.1604 - logcount_predictions_loss: 0.5730 32/2383 [..............................] - ETA: 22:08 - loss: 857.1735 - logits_profile_predictions_loss: 839.2575 - logcount_predictions_loss: 0.5724 33/2383 [..............................] - ETA: 22:07 - loss: 857.2897 - logits_profile_predictions_loss: 839.3939 - logcount_predictions_loss: 0.5718 34/2383 [..............................] - ETA: 22:08 - loss: 857.3821 - logits_profile_predictions_loss: 839.5064 - logcount_predictions_loss: 0.5711 35/2383 [..............................] - ETA: 22:07 - loss: 857.4657 - logits_profile_predictions_loss: 839.6117 - logcount_predictions_loss: 0.5704 36/2383 [..............................] - ETA: 22:06 - loss: 857.5079 - logits_profile_predictions_loss: 839.6769 - logcount_predictions_loss: 0.5697 37/2383 [..............................] - ETA: 22:06 - loss: 857.4843 - logits_profile_predictions_loss: 839.6729 - logcount_predictions_loss: 0.5691 38/2383 [..............................] - ETA: 22:05 - loss: 857.4405 - logits_profile_predictions_loss: 839.6460 - logcount_predictions_loss: 0.5685 39/2383 [..............................] - ETA: 22:05 - loss: 857.3940 - logits_profile_predictions_loss: 839.6183 - logcount_predictions_loss: 0.5679 40/2383 [..............................] - ETA: 22:04 - loss: 857.3357 - logits_profile_predictions_loss: 839.5793 - logcount_predictions_loss: 0.5673 41/2383 [..............................] - ETA: 22:03 - loss: 857.1834 - logits_profile_predictions_loss: 839.4487 - logcount_predictions_loss: 0.5666 42/2383 [..............................] - ETA: 22:03 - loss: 857.0170 - logits_profile_predictions_loss: 839.3049 - logcount_predictions_loss: 0.5659 43/2383 [..............................] - ETA: 22:02 - loss: 856.8294 - logits_profile_predictions_loss: 839.1407 - logcount_predictions_loss: 0.5651 44/2383 [..............................] - ETA: 22:02 - loss: 856.6027 - logits_profile_predictions_loss: 838.9369 - logcount_predictions_loss: 0.5644 45/2383 [..............................] - ETA: 22:01 - loss: 856.3521 - logits_profile_predictions_loss: 838.7113 - logcount_predictions_loss: 0.5636 46/2383 [..............................] - ETA: 22:00 - loss: 856.0987 - logits_profile_predictions_loss: 838.4840 - logcount_predictions_loss: 0.5628 47/2383 [..............................] - ETA: 22:00 - loss: 855.9549 - logits_profile_predictions_loss: 838.3646 - logcount_predictions_loss: 0.5620 48/2383 [..............................] - ETA: 21:59 - loss: 855.8057 - 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[..............................] - ETA: 21:55 - loss: 854.5514 - logits_profile_predictions_loss: 837.1232 - logcount_predictions_loss: 0.5568 56/2383 [..............................] - ETA: 21:55 - loss: 854.3814 - logits_profile_predictions_loss: 836.9660 - logcount_predictions_loss: 0.5564 57/2383 [..............................] - ETA: 21:54 - loss: 854.2295 - logits_profile_predictions_loss: 836.8278 - logcount_predictions_loss: 0.5560 58/2383 [..............................] - ETA: 21:54 - loss: 854.1054 - logits_profile_predictions_loss: 836.7184 - logcount_predictions_loss: 0.5555 59/2383 [..............................] - ETA: 21:53 - loss: 853.9884 - logits_profile_predictions_loss: 836.6166 - logcount_predictions_loss: 0.5550 60/2383 [..............................] - ETA: 21:53 - loss: 853.8664 - logits_profile_predictions_loss: 836.5099 - logcount_predictions_loss: 0.5545 61/2383 [..............................] - ETA: 21:52 - loss: 853.7332 - 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[..............................] - ETA: 21:48 - loss: 852.9803 - logits_profile_predictions_loss: 835.7417 - logcount_predictions_loss: 0.5508 69/2383 [..............................] - ETA: 21:47 - loss: 852.9431 - logits_profile_predictions_loss: 835.7171 - logcount_predictions_loss: 0.5503 70/2383 [..............................] - ETA: 21:47 - loss: 852.9099 - logits_profile_predictions_loss: 835.6951 - logcount_predictions_loss: 0.5500 71/2383 [..............................] - ETA: 21:46 - loss: 852.8954 - logits_profile_predictions_loss: 835.6909 - logcount_predictions_loss: 0.5497 72/2383 [..............................] - ETA: 21:46 - loss: 852.8808 - logits_profile_predictions_loss: 835.6864 - logcount_predictions_loss: 0.5493 73/2383 [..............................] - ETA: 21:45 - loss: 852.8553 - logits_profile_predictions_loss: 835.6701 - logcount_predictions_loss: 0.5490 74/2383 [..............................] - ETA: 21:45 - loss: 852.8207 - 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[>.............................] - ETA: 21:41 - loss: 852.4140 - logits_profile_predictions_loss: 835.3082 - logcount_predictions_loss: 0.5465 82/2383 [>.............................] - ETA: 21:40 - loss: 852.3318 - logits_profile_predictions_loss: 835.2366 - logcount_predictions_loss: 0.5462 83/2383 [>.............................] - ETA: 21:40 - loss: 852.2556 - logits_profile_predictions_loss: 835.1714 - logcount_predictions_loss: 0.5458 84/2383 [>.............................] - ETA: 21:39 - loss: 852.1902 - logits_profile_predictions_loss: 835.1168 - logcount_predictions_loss: 0.5455 85/2383 [>.............................] - ETA: 21:38 - loss: 852.1384 - logits_profile_predictions_loss: 835.0758 - logcount_predictions_loss: 0.5451 86/2383 [>.............................] - ETA: 21:38 - loss: 852.0875 - logits_profile_predictions_loss: 835.0354 - logcount_predictions_loss: 0.5448 87/2383 [>.............................] - ETA: 21:38 - loss: 852.0299 - 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[>.............................] - ETA: 21:34 - loss: 851.5171 - logits_profile_predictions_loss: 834.5415 - logcount_predictions_loss: 0.5424 95/2383 [>.............................] - ETA: 21:33 - loss: 851.4381 - logits_profile_predictions_loss: 834.4705 - logcount_predictions_loss: 0.5421 96/2383 [>.............................] - ETA: 21:32 - loss: 851.3662 - logits_profile_predictions_loss: 834.4062 - logcount_predictions_loss: 0.5418 97/2383 [>.............................] - ETA: 21:32 - loss: 851.2925 - logits_profile_predictions_loss: 834.3394 - logcount_predictions_loss: 0.5416 98/2383 [>.............................] - ETA: 21:31 - loss: 851.2136 - logits_profile_predictions_loss: 834.2676 - logcount_predictions_loss: 0.5414 99/2383 [>.............................] - ETA: 21:31 - loss: 851.1456 - logits_profile_predictions_loss: 834.2065 - logcount_predictions_loss: 0.5412 100/2383 [>.............................] - ETA: 21:30 - loss: 851.0817 - 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[>.............................] - ETA: 21:26 - loss: 850.5708 - logits_profile_predictions_loss: 833.6816 - logcount_predictions_loss: 0.5396 108/2383 [>.............................] - ETA: 21:26 - loss: 850.4942 - logits_profile_predictions_loss: 833.6108 - logcount_predictions_loss: 0.5394 109/2383 [>.............................] - ETA: 21:25 - loss: 850.4141 - logits_profile_predictions_loss: 833.5364 - logcount_predictions_loss: 0.5392 110/2383 [>.............................] - ETA: 21:25 - loss: 850.3342 - logits_profile_predictions_loss: 833.4623 - logcount_predictions_loss: 0.5390 111/2383 [>.............................] - ETA: 21:24 - loss: 850.2592 - logits_profile_predictions_loss: 833.3924 - logcount_predictions_loss: 0.5389 112/2383 [>.............................] - ETA: 21:23 - loss: 850.1833 - logits_profile_predictions_loss: 833.3212 - logcount_predictions_loss: 0.5387 113/2383 [>.............................] - ETA: 21:23 - loss: 850.1084 - 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logits_profile_predictions_loss: 832.2619 - logcount_predictions_loss: 0.5348 153/2383 [>.............................] - ETA: 21:00 - loss: 848.9735 - logits_profile_predictions_loss: 832.2362 - logcount_predictions_loss: 0.5347 154/2383 [>.............................] - ETA: 21:00 - loss: 848.9455 - logits_profile_predictions_loss: 832.2108 - logcount_predictions_loss: 0.5347 155/2383 [>.............................] - ETA: 20:59 - loss: 848.9161 - logits_profile_predictions_loss: 832.1839 - logcount_predictions_loss: 0.5346 156/2383 [>.............................] - ETA: 20:59 - loss: 848.8902 - logits_profile_predictions_loss: 832.1605 - logcount_predictions_loss: 0.5345 157/2383 [>.............................] - ETA: 20:58 - loss: 848.8596 - logits_profile_predictions_loss: 832.1327 - logcount_predictions_loss: 0.5344 158/2383 [>.............................] - ETA: 20:57 - loss: 848.8285 - logits_profile_predictions_loss: 832.1044 - logcount_predictions_loss: 0.5343 159/2383 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- logcount_predictions_loss: 0.4173 6/2383 [..............................] - ETA: 22:23 - loss: 854.1126 - logits_profile_predictions_loss: 841.0075 - logcount_predictions_loss: 0.4187 7/2383 [..............................] - ETA: 22:22 - loss: 854.0738 - logits_profile_predictions_loss: 840.9693 - logcount_predictions_loss: 0.4187 8/2383 [..............................] - ETA: 22:21 - loss: 853.8079 - logits_profile_predictions_loss: 840.7231 - logcount_predictions_loss: 0.4180 9/2383 [..............................] - ETA: 22:20 - loss: 853.4512 - logits_profile_predictions_loss: 840.3573 - logcount_predictions_loss: 0.4183 10/2383 [..............................] - ETA: 22:19 - loss: 852.0886 - logits_profile_predictions_loss: 838.9158 - logcount_predictions_loss: 0.4209 11/2383 [..............................] - ETA: 22:19 - loss: 850.9215 - logits_profile_predictions_loss: 837.7306 - logcount_predictions_loss: 0.4214 12/2383 [..............................] - ETA: 22:18 - loss: 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logits_profile_predictions_loss: 824.9869 - logcount_predictions_loss: 0.4298 26/2383 [..............................] - ETA: 22:10 - loss: 837.5165 - logits_profile_predictions_loss: 824.0717 - logcount_predictions_loss: 0.4295 27/2383 [..............................] - ETA: 22:09 - loss: 836.6019 - logits_profile_predictions_loss: 823.1690 - logcount_predictions_loss: 0.4292 28/2383 [..............................] - ETA: 22:09 - loss: 835.9599 - logits_profile_predictions_loss: 822.5378 - logcount_predictions_loss: 0.4288 29/2383 [..............................] - ETA: 22:08 - loss: 835.3244 - logits_profile_predictions_loss: 821.9102 - logcount_predictions_loss: 0.4286 30/2383 [..............................] - ETA: 22:08 - loss: 834.6478 - logits_profile_predictions_loss: 821.2450 - logcount_predictions_loss: 0.4282 31/2383 [..............................] - ETA: 22:07 - loss: 834.0536 - logits_profile_predictions_loss: 820.6589 - logcount_predictions_loss: 0.4279 32/2383 [..............................] - ETA: 22:07 - loss: 833.5892 - logits_profile_predictions_loss: 820.1984 - logcount_predictions_loss: 0.4278 33/2383 [..............................] - ETA: 22:06 - loss: 833.1513 - logits_profile_predictions_loss: 819.7652 - logcount_predictions_loss: 0.4277 34/2383 [..............................] - ETA: 22:06 - loss: 832.7565 - logits_profile_predictions_loss: 819.3745 - logcount_predictions_loss: 0.4275 35/2383 [..............................] - ETA: 22:05 - loss: 832.4203 - logits_profile_predictions_loss: 819.0400 - logcount_predictions_loss: 0.4275 36/2383 [..............................] - ETA: 22:04 - loss: 832.1226 - logits_profile_predictions_loss: 818.7458 - logcount_predictions_loss: 0.4274 37/2383 [..............................] - ETA: 22:04 - loss: 831.7760 - logits_profile_predictions_loss: 818.4022 - logcount_predictions_loss: 0.4273 38/2383 [..............................] - ETA: 22:03 - loss: 831.5224 - 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[..............................] - ETA: 21:59 - loss: 830.6171 - logits_profile_predictions_loss: 817.2464 - logcount_predictions_loss: 0.4272 46/2383 [..............................] - ETA: 21:59 - loss: 830.5714 - logits_profile_predictions_loss: 817.2020 - logcount_predictions_loss: 0.4271 47/2383 [..............................] - ETA: 21:58 - loss: 830.5332 - logits_profile_predictions_loss: 817.1658 - logcount_predictions_loss: 0.4271 48/2383 [..............................] - ETA: 21:58 - loss: 830.5129 - logits_profile_predictions_loss: 817.1480 - logcount_predictions_loss: 0.4270 49/2383 [..............................] - ETA: 21:57 - loss: 830.4814 - logits_profile_predictions_loss: 817.1187 - logcount_predictions_loss: 0.4269 50/2383 [..............................] - ETA: 21:56 - loss: 830.4969 - logits_profile_predictions_loss: 817.1354 - logcount_predictions_loss: 0.4269 51/2383 [..............................] - ETA: 21:56 - loss: 830.5036 - 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[====>.........................] - ETA: 18:20 - loss: 818.1320 - logits_profile_predictions_loss: 804.7550 - logcount_predictions_loss: 0.4274 436/2383 [====>.........................] - ETA: 18:19 - loss: 818.1133 - logits_profile_predictions_loss: 804.7363 - logcount_predictions_loss: 0.4274 437/2383 [====>.........................] - ETA: 18:18 - loss: 818.0949 - logits_profile_predictions_loss: 804.7180 - logcount_predictions_loss: 0.4274 438/2383 [====>.........................] - ETA: 18:18 - loss: 818.0763 - logits_profile_predictions_loss: 804.6994 - logcount_predictions_loss: 0.4274 439/2383 [====>.........................] - ETA: 18:17 - loss: 818.0577 - logits_profile_predictions_loss: 804.6809 - logcount_predictions_loss: 0.4274 440/2383 [====>.........................] - ETA: 18:17 - loss: 818.0390 - logits_profile_predictions_loss: 804.6622 - logcount_predictions_loss: 0.4274 441/2383 [====>.........................] - ETA: 18:16 - loss: 818.0203 - logits_profile_predictions_loss: 804.6435 - logcount_predictions_loss: 0.4274 442/2383 [====>.........................] - ETA: 18:16 - loss: 818.0023 - logits_profile_predictions_loss: 804.6255 - logcount_predictions_loss: 0.4274 443/2383 [====>.........................] - ETA: 18:15 - loss: 817.9843 - logits_profile_predictions_loss: 804.6076 - logcount_predictions_loss: 0.4274 444/2383 [====>.........................] - ETA: 18:14 - loss: 817.9665 - logits_profile_predictions_loss: 804.5898 - logcount_predictions_loss: 0.4274 445/2383 [====>.........................] - ETA: 18:14 - loss: 817.9480 - logits_profile_predictions_loss: 804.5713 - logcount_predictions_loss: 0.4274 446/2383 [====>.........................] - ETA: 18:13 - loss: 817.9290 - logits_profile_predictions_loss: 804.5523 - logcount_predictions_loss: 0.4274 447/2383 [====>.........................] - ETA: 18:13 - loss: 817.9097 - logits_profile_predictions_loss: 804.5331 - logcount_predictions_loss: 0.4274 448/2383 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[============================>.] - ETA: 13s - loss: 811.8470 - logits_profile_predictions_loss: 798.5504 - logcount_predictions_loss: 0.4248 2360/2383 [============================>.] - ETA: 12s - loss: 811.8463 - logits_profile_predictions_loss: 798.5498 - logcount_predictions_loss: 0.4248 2361/2383 [============================>.] - ETA: 12s - loss: 811.8456 - logits_profile_predictions_loss: 798.5491 - logcount_predictions_loss: 0.4248 2362/2383 [============================>.] - ETA: 11s - loss: 811.8449 - logits_profile_predictions_loss: 798.5485 - logcount_predictions_loss: 0.4248 2363/2383 [============================>.] - ETA: 11s - loss: 811.8442 - logits_profile_predictions_loss: 798.5478 - logcount_predictions_loss: 0.4248 2364/2383 [============================>.] - ETA: 10s - loss: 811.8435 - logits_profile_predictions_loss: 798.5471 - logcount_predictions_loss: 0.4248 2365/2383 [============================>.] - ETA: 10s - loss: 811.8428 - 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[============================>.] - ETA: 6s - loss: 811.8378 - logits_profile_predictions_loss: 798.5418 - logcount_predictions_loss: 0.4248 2373/2383 [============================>.] - ETA: 5s - loss: 811.8371 - logits_profile_predictions_loss: 798.5412 - logcount_predictions_loss: 0.4248 2374/2383 [============================>.] - ETA: 5s - loss: 811.8364 - logits_profile_predictions_loss: 798.5405 - logcount_predictions_loss: 0.4248 2375/2383 [============================>.] - ETA: 4s - loss: 811.8357 - logits_profile_predictions_loss: 798.5399 - logcount_predictions_loss: 0.4248 2376/2383 [============================>.] - ETA: 3s - loss: 811.8350 - logits_profile_predictions_loss: 798.5392 - logcount_predictions_loss: 0.4248 2377/2383 [============================>.] - ETA: 3s - loss: 811.8343 - logits_profile_predictions_loss: 798.5386 - logcount_predictions_loss: 0.4248 2378/2383 [============================>.] - ETA: 2s - loss: 811.8337 - logits_profile_predictions_loss: 798.5380 - logcount_predictions_loss: 0.4248 2379/2383 [============================>.] - ETA: 2s - loss: 811.8331 - logits_profile_predictions_loss: 798.5374 - logcount_predictions_loss: 0.4248 2380/2383 [============================>.] - ETA: 1s - loss: 811.8324 - logits_profile_predictions_loss: 798.5369 - logcount_predictions_loss: 0.4248 2381/2383 [============================>.] - ETA: 1s - loss: 811.8318 - logits_profile_predictions_loss: 798.5363 - logcount_predictions_loss: 0.4248 2382/2383 [============================>.] - ETA: 0s - loss: 811.8312 - logits_profile_predictions_loss: 798.5357 - logcount_predictions_loss: 0.4248 2383/2383 [==============================] - ETA: 0s - loss: 811.8306 - logits_profile_predictions_loss: 798.5351 - logcount_predictions_loss: 0.4248 2383/2383 [==============================] - 1413s 593ms/step - loss: 811.8300 - logits_profile_predictions_loss: 798.5346 - logcount_predictions_loss: 0.4248 - val_loss: 942.8036 - val_logits_profile_predictions_loss: 928.3245 - val_logcount_predictions_loss: 0.4626 + +Epoch 00009: val_loss improved from 962.54266 to 942.80365, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 10/50 + 1/2383 [..............................] - ETA: 23:26 - loss: 910.7582 - logits_profile_predictions_loss: 897.8535 - logcount_predictions_loss: 0.4123 2/2383 [..............................] - ETA: 22:24 - loss: 853.3014 - logits_profile_predictions_loss: 839.8293 - logcount_predictions_loss: 0.4304 3/2383 [..............................] - ETA: 22:23 - loss: 837.0368 - logits_profile_predictions_loss: 823.6101 - logcount_predictions_loss: 0.4290 4/2383 [..............................] - ETA: 22:22 - loss: 830.0122 - logits_profile_predictions_loss: 816.9137 - logcount_predictions_loss: 0.4185 5/2383 [..............................] - ETA: 22:22 - loss: 823.7653 - logits_profile_predictions_loss: 810.9561 - logcount_predictions_loss: 0.4092 6/2383 [..............................] - ETA: 22:21 - loss: 818.0693 - logits_profile_predictions_loss: 805.3928 - logcount_predictions_loss: 0.4050 7/2383 [..............................] - ETA: 22:20 - loss: 811.9876 - logits_profile_predictions_loss: 799.3787 - logcount_predictions_loss: 0.4028 8/2383 [..............................] - ETA: 22:20 - loss: 809.1751 - logits_profile_predictions_loss: 796.6428 - logcount_predictions_loss: 0.4004 9/2383 [..............................] - ETA: 22:19 - loss: 807.2627 - logits_profile_predictions_loss: 794.7749 - logcount_predictions_loss: 0.3990 10/2383 [..............................] - ETA: 22:19 - loss: 807.3692 - logits_profile_predictions_loss: 794.9222 - logcount_predictions_loss: 0.3977 11/2383 [..............................] - ETA: 22:18 - loss: 807.8702 - logits_profile_predictions_loss: 795.4713 - logcount_predictions_loss: 0.3961 12/2383 [..............................] - ETA: 22:18 - loss: 808.2459 - logits_profile_predictions_loss: 795.8994 - logcount_predictions_loss: 0.3945 13/2383 [..............................] - ETA: 22:17 - loss: 807.9946 - logits_profile_predictions_loss: 795.6834 - logcount_predictions_loss: 0.3933 14/2383 [..............................] - ETA: 22:17 - loss: 808.0242 - logits_profile_predictions_loss: 795.7401 - logcount_predictions_loss: 0.3925 15/2383 [..............................] - ETA: 22:16 - loss: 808.1781 - logits_profile_predictions_loss: 795.9069 - logcount_predictions_loss: 0.3920 16/2383 [..............................] - ETA: 22:15 - loss: 808.1078 - logits_profile_predictions_loss: 795.8532 - logcount_predictions_loss: 0.3915 17/2383 [..............................] - ETA: 22:15 - loss: 807.8713 - logits_profile_predictions_loss: 795.6263 - logcount_predictions_loss: 0.3912 18/2383 [..............................] - ETA: 22:14 - loss: 808.0667 - logits_profile_predictions_loss: 795.8285 - logcount_predictions_loss: 0.3910 19/2383 [..............................] - ETA: 22:14 - loss: 808.1244 - logits_profile_predictions_loss: 795.8932 - logcount_predictions_loss: 0.3908 20/2383 [..............................] - ETA: 22:13 - loss: 808.0833 - logits_profile_predictions_loss: 795.8551 - logcount_predictions_loss: 0.3907 21/2383 [..............................] - ETA: 22:13 - loss: 807.9354 - logits_profile_predictions_loss: 795.7165 - logcount_predictions_loss: 0.3904 22/2383 [..............................] - ETA: 22:12 - loss: 807.9609 - logits_profile_predictions_loss: 795.7470 - logcount_predictions_loss: 0.3902 23/2383 [..............................] - ETA: 22:12 - loss: 807.9231 - logits_profile_predictions_loss: 795.7123 - logcount_predictions_loss: 0.3901 24/2383 [..............................] - ETA: 22:11 - loss: 808.0434 - logits_profile_predictions_loss: 795.8325 - logcount_predictions_loss: 0.3901 25/2383 [..............................] - ETA: 22:10 - loss: 808.0963 - logits_profile_predictions_loss: 795.8820 - logcount_predictions_loss: 0.3902 26/2383 [..............................] - ETA: 22:10 - loss: 807.9114 - logits_profile_predictions_loss: 795.6893 - logcount_predictions_loss: 0.3905 27/2383 [..............................] - ETA: 22:09 - loss: 807.7264 - logits_profile_predictions_loss: 795.4950 - logcount_predictions_loss: 0.3908 28/2383 [..............................] - ETA: 22:09 - loss: 807.5252 - logits_profile_predictions_loss: 795.2861 - logcount_predictions_loss: 0.3910 29/2383 [..............................] - ETA: 22:08 - loss: 807.3847 - logits_profile_predictions_loss: 795.1346 - logcount_predictions_loss: 0.3914 30/2383 [..............................] - ETA: 22:07 - loss: 807.3146 - logits_profile_predictions_loss: 795.0586 - logcount_predictions_loss: 0.3916 31/2383 [..............................] - ETA: 22:07 - loss: 807.3016 - 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[..............................] - ETA: 22:04 - loss: 807.3908 - logits_profile_predictions_loss: 794.9797 - logcount_predictions_loss: 0.3965 39/2383 [..............................] - ETA: 22:03 - loss: 807.4051 - logits_profile_predictions_loss: 794.9852 - logcount_predictions_loss: 0.3968 40/2383 [..............................] - ETA: 22:03 - loss: 807.4830 - logits_profile_predictions_loss: 795.0572 - logcount_predictions_loss: 0.3970 41/2383 [..............................] - ETA: 22:02 - loss: 807.6143 - logits_profile_predictions_loss: 795.1835 - logcount_predictions_loss: 0.3971 42/2383 [..............................] - ETA: 22:01 - loss: 807.8566 - logits_profile_predictions_loss: 795.4214 - logcount_predictions_loss: 0.3973 43/2383 [..............................] - ETA: 22:01 - loss: 808.1162 - logits_profile_predictions_loss: 795.6761 - logcount_predictions_loss: 0.3974 44/2383 [..............................] - ETA: 22:00 - loss: 808.3544 - 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[..............................] - ETA: 21:56 - loss: 809.6728 - logits_profile_predictions_loss: 797.2028 - logcount_predictions_loss: 0.3984 52/2383 [..............................] - ETA: 21:55 - loss: 809.7443 - logits_profile_predictions_loss: 797.2714 - logcount_predictions_loss: 0.3985 53/2383 [..............................] - ETA: 21:55 - loss: 809.8154 - logits_profile_predictions_loss: 797.3411 - logcount_predictions_loss: 0.3985 54/2383 [..............................] - ETA: 21:54 - loss: 809.8703 - logits_profile_predictions_loss: 797.3938 - logcount_predictions_loss: 0.3986 55/2383 [..............................] - ETA: 21:54 - loss: 809.8765 - logits_profile_predictions_loss: 797.3980 - logcount_predictions_loss: 0.3987 56/2383 [..............................] - ETA: 21:53 - loss: 809.8728 - logits_profile_predictions_loss: 797.3932 - logcount_predictions_loss: 0.3987 57/2383 [..............................] - ETA: 21:53 - loss: 809.8414 - 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[..............................] - ETA: 21:49 - loss: 809.6565 - logits_profile_predictions_loss: 797.1813 - logcount_predictions_loss: 0.3986 65/2383 [..............................] - ETA: 21:48 - loss: 809.6163 - logits_profile_predictions_loss: 797.1397 - logcount_predictions_loss: 0.3986 66/2383 [..............................] - ETA: 21:47 - loss: 809.5682 - logits_profile_predictions_loss: 797.0913 - logcount_predictions_loss: 0.3986 67/2383 [..............................] - ETA: 21:47 - loss: 809.5261 - logits_profile_predictions_loss: 797.0494 - logcount_predictions_loss: 0.3986 68/2383 [..............................] - ETA: 21:46 - loss: 809.4806 - logits_profile_predictions_loss: 797.0048 - logcount_predictions_loss: 0.3986 69/2383 [..............................] - ETA: 21:46 - loss: 809.4007 - logits_profile_predictions_loss: 796.9247 - logcount_predictions_loss: 0.3986 70/2383 [..............................] - ETA: 21:45 - loss: 809.3154 - 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[..............................] - ETA: 21:41 - loss: 808.9564 - logits_profile_predictions_loss: 796.4739 - logcount_predictions_loss: 0.3988 78/2383 [..............................] - ETA: 21:41 - loss: 808.8891 - logits_profile_predictions_loss: 796.4052 - logcount_predictions_loss: 0.3988 79/2383 [..............................] - ETA: 21:40 - loss: 808.8174 - logits_profile_predictions_loss: 796.3321 - logcount_predictions_loss: 0.3989 80/2383 [>.............................] - ETA: 21:40 - loss: 808.7514 - logits_profile_predictions_loss: 796.2649 - logcount_predictions_loss: 0.3989 81/2383 [>.............................] - ETA: 21:39 - loss: 808.6847 - logits_profile_predictions_loss: 796.1970 - logcount_predictions_loss: 0.3990 82/2383 [>.............................] - ETA: 21:38 - loss: 808.6116 - logits_profile_predictions_loss: 796.1233 - logcount_predictions_loss: 0.3990 83/2383 [>.............................] - ETA: 21:38 - loss: 808.5374 - 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[=====>........................] - ETA: 17:54 - loss: 803.6124 - logits_profile_predictions_loss: 791.0047 - logcount_predictions_loss: 0.4028 481/2383 [=====>........................] - ETA: 17:53 - loss: 803.6164 - logits_profile_predictions_loss: 791.0086 - logcount_predictions_loss: 0.4028 482/2383 [=====>........................] - ETA: 17:53 - loss: 803.6203 - logits_profile_predictions_loss: 791.0124 - logcount_predictions_loss: 0.4028 483/2383 [=====>........................] - ETA: 17:52 - loss: 803.6241 - logits_profile_predictions_loss: 791.0161 - logcount_predictions_loss: 0.4028 484/2383 [=====>........................] - ETA: 17:52 - loss: 803.6277 - logits_profile_predictions_loss: 791.0195 - logcount_predictions_loss: 0.4028 485/2383 [=====>........................] - ETA: 17:51 - loss: 803.6313 - logits_profile_predictions_loss: 791.0230 - logcount_predictions_loss: 0.4028 486/2383 [=====>........................] - ETA: 17:51 - loss: 803.6350 - 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logits_profile_predictions_loss: 792.0673 - logcount_predictions_loss: 0.4038 2359/2383 [============================>.] - ETA: 13s - loss: 804.7065 - logits_profile_predictions_loss: 792.0670 - logcount_predictions_loss: 0.4038 2360/2383 [============================>.] - ETA: 12s - loss: 804.7062 - logits_profile_predictions_loss: 792.0666 - logcount_predictions_loss: 0.4038 2361/2383 [============================>.] - ETA: 12s - loss: 804.7058 - logits_profile_predictions_loss: 792.0663 - logcount_predictions_loss: 0.4038 2362/2383 [============================>.] - ETA: 11s - loss: 804.7055 - logits_profile_predictions_loss: 792.0660 - logcount_predictions_loss: 0.4038 2363/2383 [============================>.] - ETA: 11s - loss: 804.7051 - logits_profile_predictions_loss: 792.0657 - logcount_predictions_loss: 0.4038 2364/2383 [============================>.] - ETA: 10s - loss: 804.7048 - logits_profile_predictions_loss: 792.0653 - logcount_predictions_loss: 0.4038 2365/2383 [============================>.] - ETA: 10s - loss: 804.7045 - logits_profile_predictions_loss: 792.0650 - logcount_predictions_loss: 0.4038 2366/2383 [============================>.] - ETA: 9s - loss: 804.7042 - logits_profile_predictions_loss: 792.0647 - logcount_predictions_loss: 0.4038  2367/2383 [============================>.] - ETA: 9s - loss: 804.7039 - logits_profile_predictions_loss: 792.0644 - logcount_predictions_loss: 0.4038 2368/2383 [============================>.] - ETA: 8s - loss: 804.7035 - logits_profile_predictions_loss: 792.0641 - logcount_predictions_loss: 0.4038 2369/2383 [============================>.] - ETA: 7s - loss: 804.7033 - logits_profile_predictions_loss: 792.0639 - logcount_predictions_loss: 0.4038 2370/2383 [============================>.] - ETA: 7s - loss: 804.7030 - logits_profile_predictions_loss: 792.0636 - logcount_predictions_loss: 0.4038 2371/2383 [============================>.] - ETA: 6s - loss: 804.7027 - logits_profile_predictions_loss: 792.0633 - logcount_predictions_loss: 0.4038 2372/2383 [============================>.] - ETA: 6s - loss: 804.7024 - logits_profile_predictions_loss: 792.0630 - logcount_predictions_loss: 0.4038 2373/2383 [============================>.] - ETA: 5s - loss: 804.7021 - logits_profile_predictions_loss: 792.0628 - logcount_predictions_loss: 0.4038 2374/2383 [============================>.] - ETA: 5s - loss: 804.7018 - logits_profile_predictions_loss: 792.0625 - logcount_predictions_loss: 0.4038 2375/2383 [============================>.] - ETA: 4s - loss: 804.7016 - logits_profile_predictions_loss: 792.0622 - logcount_predictions_loss: 0.4038 2376/2383 [============================>.] - ETA: 3s - loss: 804.7013 - logits_profile_predictions_loss: 792.0620 - logcount_predictions_loss: 0.4038 2377/2383 [============================>.] - ETA: 3s - loss: 804.7010 - logits_profile_predictions_loss: 792.0617 - logcount_predictions_loss: 0.4038 2378/2383 [============================>.] - ETA: 2s - loss: 804.7007 - logits_profile_predictions_loss: 792.0614 - logcount_predictions_loss: 0.4038 2379/2383 [============================>.] - ETA: 2s - loss: 804.7004 - logits_profile_predictions_loss: 792.0611 - logcount_predictions_loss: 0.4038 2380/2383 [============================>.] - ETA: 1s - loss: 804.7001 - logits_profile_predictions_loss: 792.0608 - logcount_predictions_loss: 0.4038 2381/2383 [============================>.] - ETA: 1s - loss: 804.6997 - logits_profile_predictions_loss: 792.0605 - logcount_predictions_loss: 0.4038 2382/2383 [============================>.] - ETA: 0s - loss: 804.6994 - logits_profile_predictions_loss: 792.0602 - logcount_predictions_loss: 0.4038 2383/2383 [==============================] - ETA: 0s - loss: 804.6991 - logits_profile_predictions_loss: 792.0598 - logcount_predictions_loss: 0.4038 2383/2383 [==============================] - 1412s 593ms/step - loss: 804.6988 - logits_profile_predictions_loss: 792.0595 - logcount_predictions_loss: 0.4038 - val_loss: 954.3554 - val_logits_profile_predictions_loss: 940.7798 - val_logcount_predictions_loss: 0.4337 + +Epoch 00010: val_loss did not improve from 942.80365 +Epoch 11/50 + 1/2383 [..............................] - ETA: 23:13 - loss: 719.3322 - logits_profile_predictions_loss: 708.3137 - logcount_predictions_loss: 0.3520 2/2383 [..............................] - ETA: 22:23 - loss: 767.6396 - logits_profile_predictions_loss: 756.8201 - logcount_predictions_loss: 0.3457 3/2383 [..............................] - ETA: 22:24 - loss: 790.3926 - logits_profile_predictions_loss: 779.3752 - logcount_predictions_loss: 0.3520 4/2383 [..............................] - ETA: 22:23 - loss: 803.0183 - logits_profile_predictions_loss: 791.9158 - logcount_predictions_loss: 0.3547 5/2383 [..............................] - ETA: 22:22 - loss: 812.0917 - logits_profile_predictions_loss: 801.0185 - logcount_predictions_loss: 0.3538 6/2383 [..............................] - ETA: 22:21 - loss: 815.4751 - logits_profile_predictions_loss: 804.3785 - logcount_predictions_loss: 0.3545 7/2383 [..............................] - ETA: 22:21 - loss: 818.2030 - logits_profile_predictions_loss: 807.1019 - logcount_predictions_loss: 0.3547 8/2383 [..............................] - ETA: 22:21 - loss: 820.1308 - logits_profile_predictions_loss: 808.9943 - logcount_predictions_loss: 0.3558 9/2383 [..............................] - ETA: 22:20 - loss: 820.7263 - logits_profile_predictions_loss: 809.5574 - logcount_predictions_loss: 0.3568 10/2383 [..............................] - ETA: 22:20 - loss: 820.1999 - logits_profile_predictions_loss: 809.0127 - logcount_predictions_loss: 0.3574 11/2383 [..............................] - ETA: 22:19 - loss: 820.8702 - logits_profile_predictions_loss: 809.6673 - logcount_predictions_loss: 0.3579 12/2383 [..............................] - ETA: 22:19 - loss: 820.8110 - logits_profile_predictions_loss: 809.5632 - logcount_predictions_loss: 0.3594 13/2383 [..............................] - ETA: 22:18 - loss: 820.4539 - logits_profile_predictions_loss: 809.1669 - logcount_predictions_loss: 0.3606 14/2383 [..............................] - ETA: 22:17 - loss: 819.9700 - logits_profile_predictions_loss: 808.6379 - logcount_predictions_loss: 0.3620 15/2383 [..............................] - ETA: 22:17 - loss: 819.5327 - logits_profile_predictions_loss: 808.1628 - logcount_predictions_loss: 0.3633 16/2383 [..............................] - ETA: 22:16 - loss: 819.3351 - logits_profile_predictions_loss: 807.9390 - logcount_predictions_loss: 0.3641 17/2383 [..............................] - ETA: 22:16 - loss: 819.4455 - logits_profile_predictions_loss: 808.0184 - logcount_predictions_loss: 0.3651 18/2383 [..............................] - ETA: 22:15 - loss: 819.4352 - logits_profile_predictions_loss: 807.9835 - logcount_predictions_loss: 0.3659 19/2383 [..............................] - ETA: 22:15 - loss: 819.4281 - logits_profile_predictions_loss: 807.9619 - logcount_predictions_loss: 0.3663 20/2383 [..............................] - ETA: 22:14 - loss: 819.6287 - logits_profile_predictions_loss: 808.1530 - logcount_predictions_loss: 0.3666 21/2383 [..............................] - ETA: 22:13 - loss: 819.8120 - logits_profile_predictions_loss: 808.3252 - logcount_predictions_loss: 0.3670 22/2383 [..............................] - ETA: 22:13 - loss: 819.9557 - logits_profile_predictions_loss: 808.4503 - logcount_predictions_loss: 0.3676 23/2383 [..............................] - ETA: 22:12 - loss: 820.1188 - logits_profile_predictions_loss: 808.5944 - logcount_predictions_loss: 0.3682 24/2383 [..............................] - ETA: 22:12 - loss: 820.3203 - logits_profile_predictions_loss: 808.7763 - logcount_predictions_loss: 0.3688 25/2383 [..............................] - ETA: 22:11 - loss: 820.4127 - logits_profile_predictions_loss: 808.8501 - logcount_predictions_loss: 0.3694 26/2383 [..............................] - ETA: 22:11 - loss: 820.4357 - logits_profile_predictions_loss: 808.8525 - logcount_predictions_loss: 0.3701 27/2383 [..............................] - ETA: 22:10 - loss: 820.3520 - logits_profile_predictions_loss: 808.7480 - logcount_predictions_loss: 0.3707 28/2383 [..............................] - ETA: 22:09 - loss: 820.3385 - logits_profile_predictions_loss: 808.7117 - logcount_predictions_loss: 0.3715 29/2383 [..............................] - ETA: 22:09 - loss: 820.2665 - logits_profile_predictions_loss: 808.6192 - logcount_predictions_loss: 0.3721 30/2383 [..............................] - ETA: 22:08 - loss: 820.0704 - logits_profile_predictions_loss: 808.4069 - logcount_predictions_loss: 0.3726 31/2383 [..............................] - ETA: 22:08 - loss: 819.7531 - logits_profile_predictions_loss: 808.0746 - logcount_predictions_loss: 0.3731 32/2383 [..............................] - ETA: 22:07 - loss: 819.3345 - logits_profile_predictions_loss: 807.6444 - logcount_predictions_loss: 0.3735 33/2383 [..............................] - ETA: 22:07 - loss: 818.8851 - logits_profile_predictions_loss: 807.1844 - logcount_predictions_loss: 0.3738 34/2383 [..............................] - ETA: 22:06 - loss: 818.5195 - logits_profile_predictions_loss: 806.8111 - logcount_predictions_loss: 0.3741 35/2383 [..............................] - ETA: 22:05 - loss: 818.0456 - logits_profile_predictions_loss: 806.3295 - logcount_predictions_loss: 0.3743 36/2383 [..............................] - ETA: 22:05 - loss: 817.5939 - logits_profile_predictions_loss: 805.8683 - logcount_predictions_loss: 0.3746 37/2383 [..............................] - ETA: 22:04 - loss: 817.2116 - logits_profile_predictions_loss: 805.4790 - logcount_predictions_loss: 0.3748 38/2383 [..............................] - ETA: 22:04 - loss: 816.8101 - logits_profile_predictions_loss: 805.0737 - logcount_predictions_loss: 0.3750 39/2383 [..............................] - ETA: 22:03 - loss: 816.4054 - logits_profile_predictions_loss: 804.6659 - logcount_predictions_loss: 0.3751 40/2383 [..............................] - ETA: 22:03 - loss: 815.9997 - logits_profile_predictions_loss: 804.2583 - logcount_predictions_loss: 0.3751 41/2383 [..............................] - ETA: 22:02 - loss: 815.5603 - logits_profile_predictions_loss: 803.8180 - logcount_predictions_loss: 0.3752 42/2383 [..............................] - ETA: 22:01 - loss: 815.1773 - logits_profile_predictions_loss: 803.4330 - logcount_predictions_loss: 0.3752 43/2383 [..............................] - ETA: 22:01 - loss: 814.8886 - logits_profile_predictions_loss: 803.1413 - logcount_predictions_loss: 0.3753 44/2383 [..............................] - ETA: 22:00 - loss: 814.6507 - logits_profile_predictions_loss: 802.8990 - logcount_predictions_loss: 0.3755 45/2383 [..............................] - ETA: 22:00 - loss: 814.4369 - logits_profile_predictions_loss: 802.6787 - logcount_predictions_loss: 0.3757 46/2383 [..............................] - ETA: 21:59 - loss: 814.2499 - logits_profile_predictions_loss: 802.4850 - logcount_predictions_loss: 0.3759 47/2383 [..............................] - ETA: 21:59 - loss: 814.0507 - logits_profile_predictions_loss: 802.2788 - logcount_predictions_loss: 0.3761 48/2383 [..............................] - ETA: 21:58 - loss: 813.8190 - logits_profile_predictions_loss: 802.0398 - logcount_predictions_loss: 0.3763 49/2383 [..............................] - ETA: 21:57 - loss: 813.5695 - logits_profile_predictions_loss: 801.7835 - logcount_predictions_loss: 0.3765 50/2383 [..............................] - ETA: 21:57 - loss: 813.3085 - logits_profile_predictions_loss: 801.5146 - logcount_predictions_loss: 0.3768 51/2383 [..............................] - ETA: 21:56 - loss: 813.0616 - logits_profile_predictions_loss: 801.2584 - logcount_predictions_loss: 0.3771 52/2383 [..............................] - ETA: 21:56 - loss: 812.8410 - logits_profile_predictions_loss: 801.0271 - logcount_predictions_loss: 0.3774 53/2383 [..............................] - ETA: 21:55 - loss: 812.5883 - logits_profile_predictions_loss: 800.7648 - logcount_predictions_loss: 0.3777 54/2383 [..............................] - ETA: 21:55 - loss: 812.3235 - logits_profile_predictions_loss: 800.4911 - logcount_predictions_loss: 0.3780 55/2383 [..............................] - ETA: 21:54 - loss: 812.1098 - logits_profile_predictions_loss: 800.2696 - logcount_predictions_loss: 0.3783 56/2383 [..............................] - ETA: 21:54 - loss: 811.9075 - logits_profile_predictions_loss: 800.0617 - logcount_predictions_loss: 0.3785 57/2383 [..............................] - ETA: 21:53 - loss: 811.7297 - logits_profile_predictions_loss: 799.8797 - logcount_predictions_loss: 0.3786 58/2383 [..............................] - ETA: 21:52 - loss: 811.5534 - logits_profile_predictions_loss: 799.7005 - logcount_predictions_loss: 0.3787 59/2383 [..............................] - ETA: 21:52 - loss: 811.3972 - logits_profile_predictions_loss: 799.5421 - logcount_predictions_loss: 0.3788 60/2383 [..............................] - ETA: 21:51 - loss: 811.2277 - logits_profile_predictions_loss: 799.3703 - logcount_predictions_loss: 0.3788 61/2383 [..............................] - ETA: 21:51 - loss: 811.0573 - logits_profile_predictions_loss: 799.1984 - logcount_predictions_loss: 0.3789 62/2383 [..............................] - ETA: 21:50 - loss: 810.8996 - logits_profile_predictions_loss: 799.0391 - logcount_predictions_loss: 0.3789 63/2383 [..............................] - ETA: 21:50 - loss: 810.7116 - logits_profile_predictions_loss: 798.8495 - logcount_predictions_loss: 0.3790 64/2383 [..............................] - ETA: 21:49 - loss: 810.5356 - logits_profile_predictions_loss: 798.6718 - logcount_predictions_loss: 0.3790 65/2383 [..............................] - ETA: 21:49 - loss: 810.3485 - logits_profile_predictions_loss: 798.4831 - logcount_predictions_loss: 0.3791 66/2383 [..............................] - ETA: 21:48 - loss: 810.1521 - logits_profile_predictions_loss: 798.2853 - logcount_predictions_loss: 0.3791 67/2383 [..............................] - ETA: 21:47 - loss: 809.9416 - logits_profile_predictions_loss: 798.0731 - logcount_predictions_loss: 0.3792 68/2383 [..............................] - ETA: 21:47 - loss: 809.7541 - logits_profile_predictions_loss: 797.8844 - logcount_predictions_loss: 0.3792 69/2383 [..............................] - ETA: 21:46 - loss: 809.5643 - logits_profile_predictions_loss: 797.6938 - logcount_predictions_loss: 0.3792 70/2383 [..............................] - ETA: 21:46 - loss: 809.4111 - logits_profile_predictions_loss: 797.5405 - logcount_predictions_loss: 0.3793 71/2383 [..............................] - ETA: 21:45 - loss: 809.2681 - logits_profile_predictions_loss: 797.3972 - logcount_predictions_loss: 0.3793 72/2383 [..............................] - ETA: 21:45 - loss: 809.1317 - logits_profile_predictions_loss: 797.2613 - logcount_predictions_loss: 0.3792 73/2383 [..............................] - ETA: 21:44 - loss: 809.0058 - logits_profile_predictions_loss: 797.1354 - logcount_predictions_loss: 0.3792 74/2383 [..............................] - ETA: 21:43 - loss: 808.8865 - logits_profile_predictions_loss: 797.0156 - logcount_predictions_loss: 0.3793 75/2383 [..............................] - ETA: 21:43 - loss: 808.7745 - logits_profile_predictions_loss: 796.9030 - logcount_predictions_loss: 0.3793 76/2383 [..............................] - ETA: 21:42 - loss: 808.6778 - logits_profile_predictions_loss: 796.8058 - logcount_predictions_loss: 0.3793 77/2383 [..............................] - ETA: 21:42 - loss: 808.5873 - logits_profile_predictions_loss: 796.7149 - logcount_predictions_loss: 0.3793 78/2383 [..............................] - ETA: 21:41 - loss: 808.4669 - logits_profile_predictions_loss: 796.5939 - logcount_predictions_loss: 0.3793 79/2383 [..............................] - ETA: 21:41 - loss: 808.3343 - logits_profile_predictions_loss: 796.4604 - logcount_predictions_loss: 0.3794 80/2383 [>.............................] - ETA: 21:40 - loss: 808.2021 - logits_profile_predictions_loss: 796.3276 - logcount_predictions_loss: 0.3794 81/2383 [>.............................] - ETA: 21:40 - loss: 808.0647 - logits_profile_predictions_loss: 796.1903 - logcount_predictions_loss: 0.3794 82/2383 [>.............................] - ETA: 21:39 - loss: 807.9332 - logits_profile_predictions_loss: 796.0588 - logcount_predictions_loss: 0.3794 83/2383 [>.............................] - ETA: 21:38 - loss: 807.8100 - logits_profile_predictions_loss: 795.9361 - logcount_predictions_loss: 0.3794 84/2383 [>.............................] - ETA: 21:38 - loss: 807.6981 - logits_profile_predictions_loss: 795.8242 - logcount_predictions_loss: 0.3794 85/2383 [>.............................] - ETA: 21:37 - loss: 807.5903 - logits_profile_predictions_loss: 795.7168 - logcount_predictions_loss: 0.3793 86/2383 [>.............................] - ETA: 21:37 - loss: 807.4820 - logits_profile_predictions_loss: 795.6086 - logcount_predictions_loss: 0.3793 87/2383 [>.............................] - ETA: 21:36 - loss: 807.3891 - logits_profile_predictions_loss: 795.5161 - logcount_predictions_loss: 0.3793 88/2383 [>.............................] - ETA: 21:36 - loss: 807.2883 - logits_profile_predictions_loss: 795.4153 - logcount_predictions_loss: 0.3793 89/2383 [>.............................] - ETA: 21:35 - loss: 807.1936 - logits_profile_predictions_loss: 795.3204 - logcount_predictions_loss: 0.3793 90/2383 [>.............................] - ETA: 21:35 - loss: 807.1034 - logits_profile_predictions_loss: 795.2301 - logcount_predictions_loss: 0.3793 91/2383 [>.............................] - ETA: 21:34 - loss: 807.0136 - logits_profile_predictions_loss: 795.1403 - logcount_predictions_loss: 0.3793 92/2383 [>.............................] - ETA: 21:33 - loss: 806.9256 - logits_profile_predictions_loss: 795.0523 - logcount_predictions_loss: 0.3793 93/2383 [>.............................] - ETA: 21:33 - loss: 806.8380 - logits_profile_predictions_loss: 794.9650 - logcount_predictions_loss: 0.3793 94/2383 [>.............................] - ETA: 21:32 - loss: 806.7573 - logits_profile_predictions_loss: 794.8847 - logcount_predictions_loss: 0.3793 95/2383 [>.............................] - ETA: 21:32 - loss: 806.6746 - logits_profile_predictions_loss: 794.8024 - logcount_predictions_loss: 0.3793 96/2383 [>.............................] - ETA: 21:31 - loss: 806.5737 - logits_profile_predictions_loss: 794.7019 - logcount_predictions_loss: 0.3793 97/2383 [>.............................] - ETA: 21:31 - loss: 806.4867 - logits_profile_predictions_loss: 794.6154 - logcount_predictions_loss: 0.3793 98/2383 [>.............................] - ETA: 21:30 - loss: 806.4013 - logits_profile_predictions_loss: 794.5305 - logcount_predictions_loss: 0.3793 99/2383 [>.............................] - ETA: 21:29 - loss: 806.3289 - logits_profile_predictions_loss: 794.4588 - logcount_predictions_loss: 0.3792 100/2383 [>.............................] - ETA: 21:29 - loss: 806.2617 - logits_profile_predictions_loss: 794.3925 - logcount_predictions_loss: 0.3792 101/2383 [>.............................] - ETA: 21:28 - loss: 806.2010 - logits_profile_predictions_loss: 794.3329 - logcount_predictions_loss: 0.3792 102/2383 [>.............................] - ETA: 21:28 - loss: 806.1401 - logits_profile_predictions_loss: 794.2728 - logcount_predictions_loss: 0.3791 103/2383 [>.............................] - ETA: 21:27 - loss: 806.0886 - logits_profile_predictions_loss: 794.2224 - logcount_predictions_loss: 0.3791 104/2383 [>.............................] - ETA: 21:27 - loss: 806.0317 - logits_profile_predictions_loss: 794.1665 - logcount_predictions_loss: 0.3791 105/2383 [>.............................] - ETA: 21:26 - loss: 805.9696 - logits_profile_predictions_loss: 794.1055 - logcount_predictions_loss: 0.3790 106/2383 [>.............................] - ETA: 21:26 - loss: 805.9035 - logits_profile_predictions_loss: 794.0406 - logcount_predictions_loss: 0.3790 107/2383 [>.............................] - ETA: 21:25 - loss: 805.8328 - logits_profile_predictions_loss: 793.9712 - logcount_predictions_loss: 0.3790 108/2383 [>.............................] - ETA: 21:25 - loss: 805.7636 - logits_profile_predictions_loss: 793.9032 - logcount_predictions_loss: 0.3789 109/2383 [>.............................] - ETA: 21:24 - loss: 805.7046 - logits_profile_predictions_loss: 793.8453 - logcount_predictions_loss: 0.3789 110/2383 [>.............................] - ETA: 21:23 - loss: 805.6412 - 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logits_profile_predictions_loss: 788.8624 - logcount_predictions_loss: 0.3844 488/2383 [=====>........................] - ETA: 17:50 - loss: 800.8939 - logits_profile_predictions_loss: 788.8619 - logcount_predictions_loss: 0.3844 489/2383 [=====>........................] - ETA: 17:50 - loss: 800.8938 - logits_profile_predictions_loss: 788.8613 - logcount_predictions_loss: 0.3844 490/2383 [=====>........................] - ETA: 17:49 - loss: 800.8937 - logits_profile_predictions_loss: 788.8608 - logcount_predictions_loss: 0.3844 491/2383 [=====>........................] - ETA: 17:48 - loss: 800.8935 - logits_profile_predictions_loss: 788.8602 - logcount_predictions_loss: 0.3845 492/2383 [=====>........................] - ETA: 17:48 - loss: 800.8934 - logits_profile_predictions_loss: 788.8596 - logcount_predictions_loss: 0.3845 493/2383 [=====>........................] - ETA: 17:47 - loss: 800.8928 - logits_profile_predictions_loss: 788.8587 - logcount_predictions_loss: 0.3845 494/2383 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[..............................] - ETA: 22:17 - loss: 789.8024 - logits_profile_predictions_loss: 778.1947 - logcount_predictions_loss: 0.3709 15/2383 [..............................] - ETA: 22:16 - loss: 789.7232 - logits_profile_predictions_loss: 778.0668 - logcount_predictions_loss: 0.3724 16/2383 [..............................] - ETA: 22:16 - loss: 790.3287 - logits_profile_predictions_loss: 778.6249 - logcount_predictions_loss: 0.3739 17/2383 [..............................] - ETA: 22:15 - loss: 790.7728 - logits_profile_predictions_loss: 779.0226 - logcount_predictions_loss: 0.3754 18/2383 [..............................] - ETA: 22:14 - loss: 790.7960 - logits_profile_predictions_loss: 779.0068 - logcount_predictions_loss: 0.3767 19/2383 [..............................] - ETA: 22:14 - loss: 790.7379 - logits_profile_predictions_loss: 778.9203 - logcount_predictions_loss: 0.3776 20/2383 [..............................] - ETA: 22:13 - loss: 790.7458 - 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[..............................] - ETA: 22:09 - loss: 791.0407 - logits_profile_predictions_loss: 779.1368 - logcount_predictions_loss: 0.3803 28/2383 [..............................] - ETA: 22:09 - loss: 791.0267 - logits_profile_predictions_loss: 779.1189 - logcount_predictions_loss: 0.3804 29/2383 [..............................] - ETA: 22:08 - loss: 791.0506 - logits_profile_predictions_loss: 779.1390 - logcount_predictions_loss: 0.3806 30/2383 [..............................] - ETA: 22:08 - loss: 790.9255 - logits_profile_predictions_loss: 779.0106 - logcount_predictions_loss: 0.3807 31/2383 [..............................] - ETA: 22:07 - loss: 790.7221 - logits_profile_predictions_loss: 778.8033 - logcount_predictions_loss: 0.3808 32/2383 [..............................] - ETA: 22:06 - loss: 790.4443 - logits_profile_predictions_loss: 778.5202 - logcount_predictions_loss: 0.3810 33/2383 [..............................] - ETA: 22:06 - loss: 790.1769 - 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[===>..........................] - ETA: 19:06 - loss: 791.2006 - logits_profile_predictions_loss: 779.2877 - logcount_predictions_loss: 0.3806 353/2383 [===>..........................] - ETA: 19:05 - loss: 791.2019 - logits_profile_predictions_loss: 779.2899 - logcount_predictions_loss: 0.3806 354/2383 [===>..........................] - ETA: 19:04 - loss: 791.2033 - logits_profile_predictions_loss: 779.2923 - logcount_predictions_loss: 0.3805 355/2383 [===>..........................] - ETA: 19:04 - loss: 791.2060 - logits_profile_predictions_loss: 779.2958 - logcount_predictions_loss: 0.3805 356/2383 [===>..........................] - ETA: 19:03 - loss: 791.2085 - logits_profile_predictions_loss: 779.2993 - logcount_predictions_loss: 0.3805 357/2383 [===>..........................] - ETA: 19:03 - loss: 791.2108 - logits_profile_predictions_loss: 779.3024 - logcount_predictions_loss: 0.3805 358/2383 [===>..........................] - ETA: 19:02 - loss: 791.2138 - logits_profile_predictions_loss: 779.3062 - logcount_predictions_loss: 0.3804 359/2383 [===>..........................] - ETA: 19:02 - loss: 791.2166 - logits_profile_predictions_loss: 779.3098 - logcount_predictions_loss: 0.3804 360/2383 [===>..........................] - ETA: 19:01 - loss: 791.2190 - logits_profile_predictions_loss: 779.3130 - logcount_predictions_loss: 0.3804 361/2383 [===>..........................] - ETA: 19:01 - loss: 791.2211 - logits_profile_predictions_loss: 779.3158 - logcount_predictions_loss: 0.3804 362/2383 [===>..........................] - ETA: 19:00 - loss: 791.2229 - logits_profile_predictions_loss: 779.3185 - logcount_predictions_loss: 0.3803 363/2383 [===>..........................] - ETA: 18:59 - loss: 791.2251 - logits_profile_predictions_loss: 779.3214 - logcount_predictions_loss: 0.3803 364/2383 [===>..........................] - ETA: 18:59 - loss: 791.2265 - logits_profile_predictions_loss: 779.3236 - logcount_predictions_loss: 0.3803 365/2383 [===>..........................] - ETA: 18:58 - loss: 791.2282 - logits_profile_predictions_loss: 779.3261 - logcount_predictions_loss: 0.3803 366/2383 [===>..........................] - ETA: 18:58 - loss: 791.2304 - logits_profile_predictions_loss: 779.3291 - logcount_predictions_loss: 0.3802 367/2383 [===>..........................] - ETA: 18:57 - loss: 791.2333 - logits_profile_predictions_loss: 779.3328 - logcount_predictions_loss: 0.3802 368/2383 [===>..........................] - ETA: 18:57 - loss: 791.2366 - logits_profile_predictions_loss: 779.3369 - logcount_predictions_loss: 0.3802 369/2383 [===>..........................] - ETA: 18:56 - loss: 791.2404 - logits_profile_predictions_loss: 779.3415 - logcount_predictions_loss: 0.3802 370/2383 [===>..........................] - ETA: 18:55 - loss: 791.2437 - logits_profile_predictions_loss: 779.3456 - logcount_predictions_loss: 0.3801 371/2383 [===>..........................] - ETA: 18:55 - loss: 791.2462 - logits_profile_predictions_loss: 779.3489 - logcount_predictions_loss: 0.3801 372/2383 [===>..........................] - ETA: 18:54 - loss: 791.2485 - logits_profile_predictions_loss: 779.3521 - logcount_predictions_loss: 0.3801 373/2383 [===>..........................] - ETA: 18:54 - loss: 791.2510 - logits_profile_predictions_loss: 779.3554 - logcount_predictions_loss: 0.3801 374/2383 [===>..........................] - ETA: 18:53 - loss: 791.2535 - logits_profile_predictions_loss: 779.3587 - logcount_predictions_loss: 0.3800 375/2383 [===>..........................] - ETA: 18:53 - loss: 791.2559 - logits_profile_predictions_loss: 779.3620 - logcount_predictions_loss: 0.3800 376/2383 [===>..........................] - ETA: 18:52 - loss: 791.2601 - logits_profile_predictions_loss: 779.3669 - logcount_predictions_loss: 0.3800 377/2383 [===>..........................] - ETA: 18:52 - loss: 791.2636 - logits_profile_predictions_loss: 779.3712 - logcount_predictions_loss: 0.3800 378/2383 [===>..........................] - ETA: 18:51 - loss: 791.2674 - logits_profile_predictions_loss: 779.3759 - logcount_predictions_loss: 0.3799 379/2383 [===>..........................] - ETA: 18:50 - loss: 791.2718 - logits_profile_predictions_loss: 779.3811 - logcount_predictions_loss: 0.3799 380/2383 [===>..........................] - ETA: 18:50 - loss: 791.2759 - logits_profile_predictions_loss: 779.3860 - logcount_predictions_loss: 0.3799 381/2383 [===>..........................] - ETA: 18:49 - loss: 791.2798 - logits_profile_predictions_loss: 779.3908 - logcount_predictions_loss: 0.3798 382/2383 [===>..........................] - ETA: 18:49 - loss: 791.2836 - logits_profile_predictions_loss: 779.3953 - logcount_predictions_loss: 0.3798 383/2383 [===>..........................] - ETA: 18:48 - loss: 791.2873 - logits_profile_predictions_loss: 779.3998 - logcount_predictions_loss: 0.3798 384/2383 [===>..........................] - ETA: 18:48 - loss: 791.2907 - logits_profile_predictions_loss: 779.4039 - logcount_predictions_loss: 0.3798 385/2383 [===>..........................] - ETA: 18:47 - loss: 791.2949 - logits_profile_predictions_loss: 779.4088 - logcount_predictions_loss: 0.3798 386/2383 [===>..........................] - ETA: 18:47 - loss: 791.2992 - logits_profile_predictions_loss: 779.4138 - logcount_predictions_loss: 0.3797 387/2383 [===>..........................] - ETA: 18:46 - loss: 791.3032 - logits_profile_predictions_loss: 779.4185 - logcount_predictions_loss: 0.3797 388/2383 [===>..........................] - ETA: 18:45 - loss: 791.3072 - logits_profile_predictions_loss: 779.4232 - logcount_predictions_loss: 0.3797 389/2383 [===>..........................] - ETA: 18:45 - loss: 791.3116 - logits_profile_predictions_loss: 779.4283 - logcount_predictions_loss: 0.3797 390/2383 [===>..........................] - ETA: 18:44 - loss: 791.3159 - logits_profile_predictions_loss: 779.4334 - logcount_predictions_loss: 0.3796 391/2383 [===>..........................] - ETA: 18:44 - loss: 791.3207 - logits_profile_predictions_loss: 779.4389 - logcount_predictions_loss: 0.3796 392/2383 [===>..........................] - ETA: 18:43 - loss: 791.3255 - logits_profile_predictions_loss: 779.4443 - logcount_predictions_loss: 0.3796 393/2383 [===>..........................] - ETA: 18:43 - loss: 791.3302 - logits_profile_predictions_loss: 779.4497 - logcount_predictions_loss: 0.3796 394/2383 [===>..........................] - ETA: 18:42 - loss: 791.3351 - logits_profile_predictions_loss: 779.4553 - logcount_predictions_loss: 0.3796 395/2383 [===>..........................] - ETA: 18:41 - loss: 791.3397 - logits_profile_predictions_loss: 779.4605 - logcount_predictions_loss: 0.3795 396/2383 [===>..........................] - ETA: 18:41 - loss: 791.3440 - logits_profile_predictions_loss: 779.4654 - logcount_predictions_loss: 0.3795 397/2383 [===>..........................] - ETA: 18:40 - loss: 791.3479 - logits_profile_predictions_loss: 779.4700 - logcount_predictions_loss: 0.3795 398/2383 [====>.........................] - ETA: 18:40 - loss: 791.3517 - logits_profile_predictions_loss: 779.4745 - logcount_predictions_loss: 0.3795 399/2383 [====>.........................] - ETA: 18:39 - loss: 791.3558 - logits_profile_predictions_loss: 779.4792 - logcount_predictions_loss: 0.3794 400/2383 [====>.........................] - ETA: 18:39 - loss: 791.3596 - logits_profile_predictions_loss: 779.4836 - logcount_predictions_loss: 0.3794 401/2383 [====>.........................] - ETA: 18:38 - loss: 791.3638 - logits_profile_predictions_loss: 779.4885 - logcount_predictions_loss: 0.3794 402/2383 [====>.........................] - ETA: 18:38 - loss: 791.3684 - logits_profile_predictions_loss: 779.4937 - logcount_predictions_loss: 0.3794 403/2383 [====>.........................] - ETA: 18:37 - loss: 791.3736 - logits_profile_predictions_loss: 779.4996 - logcount_predictions_loss: 0.3794 404/2383 [====>.........................] - ETA: 18:36 - loss: 791.3791 - logits_profile_predictions_loss: 779.5057 - logcount_predictions_loss: 0.3793 405/2383 [====>.........................] - ETA: 18:36 - loss: 791.3843 - logits_profile_predictions_loss: 779.5116 - logcount_predictions_loss: 0.3793 406/2383 [====>.........................] - ETA: 18:35 - loss: 791.3896 - logits_profile_predictions_loss: 779.5175 - logcount_predictions_loss: 0.3793 407/2383 [====>.........................] - ETA: 18:35 - loss: 791.3946 - logits_profile_predictions_loss: 779.5231 - logcount_predictions_loss: 0.3793 408/2383 [====>.........................] - ETA: 18:34 - loss: 791.4000 - logits_profile_predictions_loss: 779.5291 - logcount_predictions_loss: 0.3793 409/2383 [====>.........................] - ETA: 18:34 - loss: 791.4051 - logits_profile_predictions_loss: 779.5348 - logcount_predictions_loss: 0.3792 410/2383 [====>.........................] - ETA: 18:33 - loss: 791.4101 - logits_profile_predictions_loss: 779.5406 - logcount_predictions_loss: 0.3792 411/2383 [====>.........................] - ETA: 18:32 - loss: 791.4151 - logits_profile_predictions_loss: 779.5462 - logcount_predictions_loss: 0.3792 412/2383 [====>.........................] - ETA: 18:32 - loss: 791.4195 - logits_profile_predictions_loss: 779.5513 - logcount_predictions_loss: 0.3792 413/2383 [====>.........................] - ETA: 18:31 - loss: 791.4239 - logits_profile_predictions_loss: 779.5564 - logcount_predictions_loss: 0.3792 414/2383 [====>.........................] - ETA: 18:31 - loss: 791.4283 - logits_profile_predictions_loss: 779.5614 - logcount_predictions_loss: 0.3791 415/2383 [====>.........................] - ETA: 18:30 - loss: 791.4330 - logits_profile_predictions_loss: 779.5667 - logcount_predictions_loss: 0.3791 416/2383 [====>.........................] - ETA: 18:30 - loss: 791.4374 - logits_profile_predictions_loss: 779.5718 - logcount_predictions_loss: 0.3791 417/2383 [====>.........................] - ETA: 18:29 - loss: 791.4422 - logits_profile_predictions_loss: 779.5771 - logcount_predictions_loss: 0.3791 418/2383 [====>.........................] - ETA: 18:29 - loss: 791.4469 - logits_profile_predictions_loss: 779.5826 - logcount_predictions_loss: 0.3791 419/2383 [====>.........................] - ETA: 18:28 - loss: 791.4515 - logits_profile_predictions_loss: 779.5878 - logcount_predictions_loss: 0.3790 420/2383 [====>.........................] - ETA: 18:27 - loss: 791.4558 - logits_profile_predictions_loss: 779.5926 - logcount_predictions_loss: 0.3790 421/2383 [====>.........................] - ETA: 18:27 - loss: 791.4604 - logits_profile_predictions_loss: 779.5979 - logcount_predictions_loss: 0.3790 422/2383 [====>.........................] - ETA: 18:26 - loss: 791.4653 - logits_profile_predictions_loss: 779.6033 - logcount_predictions_loss: 0.3790 423/2383 [====>.........................] - ETA: 18:26 - loss: 791.4699 - logits_profile_predictions_loss: 779.6086 - logcount_predictions_loss: 0.3790 424/2383 [====>.........................] - ETA: 18:25 - loss: 791.4750 - logits_profile_predictions_loss: 779.6143 - logcount_predictions_loss: 0.3789 425/2383 [====>.........................] - ETA: 18:25 - loss: 791.4796 - logits_profile_predictions_loss: 779.6196 - logcount_predictions_loss: 0.3789 426/2383 [====>.........................] - ETA: 18:24 - loss: 791.4842 - logits_profile_predictions_loss: 779.6248 - logcount_predictions_loss: 0.3789 427/2383 [====>.........................] - ETA: 18:23 - loss: 791.4891 - logits_profile_predictions_loss: 779.6303 - logcount_predictions_loss: 0.3789 428/2383 [====>.........................] - ETA: 18:23 - loss: 791.4940 - logits_profile_predictions_loss: 779.6359 - logcount_predictions_loss: 0.3789 429/2383 [====>.........................] - ETA: 18:22 - loss: 791.5001 - logits_profile_predictions_loss: 779.6425 - logcount_predictions_loss: 0.3788 430/2383 [====>.........................] - ETA: 18:22 - loss: 791.5060 - logits_profile_predictions_loss: 779.6491 - logcount_predictions_loss: 0.3788 431/2383 [====>.........................] - ETA: 18:21 - loss: 791.5119 - logits_profile_predictions_loss: 779.6556 - logcount_predictions_loss: 0.3788 432/2383 [====>.........................] - ETA: 18:21 - loss: 791.5178 - logits_profile_predictions_loss: 779.6621 - logcount_predictions_loss: 0.3788 433/2383 [====>.........................] - ETA: 18:20 - loss: 791.5235 - logits_profile_predictions_loss: 779.6683 - logcount_predictions_loss: 0.3788 434/2383 [====>.........................] - ETA: 18:19 - loss: 791.5292 - logits_profile_predictions_loss: 779.6746 - logcount_predictions_loss: 0.3787 435/2383 [====>.........................] - ETA: 18:19 - loss: 791.5347 - logits_profile_predictions_loss: 779.6806 - logcount_predictions_loss: 0.3787 436/2383 [====>.........................] - ETA: 18:18 - loss: 791.5408 - logits_profile_predictions_loss: 779.6873 - logcount_predictions_loss: 0.3787 437/2383 [====>.........................] - ETA: 18:18 - loss: 791.5469 - logits_profile_predictions_loss: 779.6939 - logcount_predictions_loss: 0.3787 438/2383 [====>.........................] - ETA: 18:17 - loss: 791.5528 - logits_profile_predictions_loss: 779.7004 - logcount_predictions_loss: 0.3787 439/2383 [====>.........................] - ETA: 18:17 - loss: 791.5584 - logits_profile_predictions_loss: 779.7066 - logcount_predictions_loss: 0.3787 440/2383 [====>.........................] - ETA: 18:16 - loss: 791.5642 - logits_profile_predictions_loss: 779.7129 - logcount_predictions_loss: 0.3786 441/2383 [====>.........................] - ETA: 18:16 - loss: 791.5706 - logits_profile_predictions_loss: 779.7198 - logcount_predictions_loss: 0.3786 442/2383 [====>.........................] - ETA: 18:15 - loss: 791.5771 - logits_profile_predictions_loss: 779.7269 - logcount_predictions_loss: 0.3786 443/2383 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[============================>.] - ETA: 16s - loss: 793.1785 - logits_profile_predictions_loss: 781.4762 - logcount_predictions_loss: 0.3739 2355/2383 [============================>.] - ETA: 15s - loss: 793.1791 - logits_profile_predictions_loss: 781.4769 - logcount_predictions_loss: 0.3739 2356/2383 [============================>.] - ETA: 15s - loss: 793.1797 - logits_profile_predictions_loss: 781.4775 - logcount_predictions_loss: 0.3739 2357/2383 [============================>.] - ETA: 14s - loss: 793.1804 - logits_profile_predictions_loss: 781.4782 - logcount_predictions_loss: 0.3739 2358/2383 [============================>.] - ETA: 14s - loss: 793.1811 - logits_profile_predictions_loss: 781.4788 - logcount_predictions_loss: 0.3739 2359/2383 [============================>.] - ETA: 13s - loss: 793.1817 - logits_profile_predictions_loss: 781.4795 - logcount_predictions_loss: 0.3739 2360/2383 [============================>.] - ETA: 12s - loss: 793.1824 - 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[============================>.] - ETA: 9s - loss: 793.1871 - logits_profile_predictions_loss: 781.4850 - logcount_predictions_loss: 0.3739 2368/2383 [============================>.] - ETA: 8s - loss: 793.1877 - logits_profile_predictions_loss: 781.4857 - logcount_predictions_loss: 0.3739 2369/2383 [============================>.] - ETA: 7s - loss: 793.1883 - logits_profile_predictions_loss: 781.4863 - logcount_predictions_loss: 0.3739 2370/2383 [============================>.] - ETA: 7s - loss: 793.1890 - logits_profile_predictions_loss: 781.4870 - logcount_predictions_loss: 0.3739 2371/2383 [============================>.] - ETA: 6s - loss: 793.1896 - logits_profile_predictions_loss: 781.4876 - logcount_predictions_loss: 0.3739 2372/2383 [============================>.] - ETA: 6s - loss: 793.1903 - logits_profile_predictions_loss: 781.4883 - logcount_predictions_loss: 0.3739 2373/2383 [============================>.] - ETA: 5s - loss: 793.1909 - logits_profile_predictions_loss: 781.4890 - logcount_predictions_loss: 0.3739 2374/2383 [============================>.] - ETA: 5s - loss: 793.1915 - logits_profile_predictions_loss: 781.4896 - logcount_predictions_loss: 0.3739 2375/2383 [============================>.] - ETA: 4s - loss: 793.1922 - logits_profile_predictions_loss: 781.4903 - logcount_predictions_loss: 0.3739 2376/2383 [============================>.] - ETA: 3s - loss: 793.1928 - logits_profile_predictions_loss: 781.4909 - logcount_predictions_loss: 0.3739 2377/2383 [============================>.] - ETA: 3s - loss: 793.1934 - logits_profile_predictions_loss: 781.4916 - logcount_predictions_loss: 0.3739 2378/2383 [============================>.] - ETA: 2s - loss: 793.1940 - logits_profile_predictions_loss: 781.4922 - logcount_predictions_loss: 0.3739 2379/2383 [============================>.] - ETA: 2s - loss: 793.1946 - logits_profile_predictions_loss: 781.4928 - logcount_predictions_loss: 0.3739 2380/2383 [============================>.] - ETA: 1s - loss: 793.1952 - logits_profile_predictions_loss: 781.4934 - logcount_predictions_loss: 0.3739 2381/2383 [============================>.] - ETA: 1s - loss: 793.1958 - logits_profile_predictions_loss: 781.4941 - logcount_predictions_loss: 0.3739 2382/2383 [============================>.] - ETA: 0s - loss: 793.1964 - logits_profile_predictions_loss: 781.4947 - logcount_predictions_loss: 0.3739 2383/2383 [==============================] - ETA: 0s - loss: 793.1970 - logits_profile_predictions_loss: 781.4953 - logcount_predictions_loss: 0.3739 2383/2383 [==============================] - 1412s 593ms/step - loss: 793.1976 - logits_profile_predictions_loss: 781.4959 - logcount_predictions_loss: 0.3739 - val_loss: 958.4936 - val_logits_profile_predictions_loss: 944.8130 - val_logcount_predictions_loss: 0.4371 + +Epoch 00012: val_loss did not improve from 942.80365 +Epoch 13/50 + 1/2383 [..............................] - ETA: 23:24 - loss: 795.7779 - logits_profile_predictions_loss: 782.3491 - logcount_predictions_loss: 0.4290 2/2383 [..............................] - ETA: 22:23 - loss: 777.4500 - logits_profile_predictions_loss: 764.4567 - logcount_predictions_loss: 0.4151 3/2383 [..............................] - ETA: 22:23 - loss: 779.0089 - logits_profile_predictions_loss: 766.4874 - logcount_predictions_loss: 0.4000 4/2383 [..............................] - ETA: 22:22 - loss: 783.9252 - logits_profile_predictions_loss: 771.7369 - logcount_predictions_loss: 0.3894 5/2383 [..............................] - ETA: 22:22 - loss: 789.9485 - logits_profile_predictions_loss: 777.9738 - logcount_predictions_loss: 0.3826 6/2383 [..............................] - ETA: 22:21 - loss: 790.6522 - logits_profile_predictions_loss: 778.9024 - logcount_predictions_loss: 0.3754 7/2383 [..............................] - ETA: 22:20 - loss: 791.7213 - logits_profile_predictions_loss: 780.1023 - logcount_predictions_loss: 0.3712 8/2383 [..............................] - ETA: 22:20 - loss: 791.9475 - logits_profile_predictions_loss: 780.3617 - logcount_predictions_loss: 0.3702 9/2383 [..............................] - ETA: 22:19 - loss: 792.9535 - logits_profile_predictions_loss: 781.4598 - logcount_predictions_loss: 0.3672 10/2383 [..............................] - ETA: 22:19 - loss: 793.9942 - logits_profile_predictions_loss: 782.6059 - logcount_predictions_loss: 0.3638 11/2383 [..............................] - ETA: 22:18 - loss: 794.8231 - logits_profile_predictions_loss: 783.5236 - logcount_predictions_loss: 0.3610 12/2383 [..............................] - ETA: 22:18 - loss: 795.5940 - logits_profile_predictions_loss: 784.3852 - logcount_predictions_loss: 0.3581 13/2383 [..............................] - ETA: 22:18 - loss: 796.2507 - logits_profile_predictions_loss: 785.1147 - logcount_predictions_loss: 0.3558 14/2383 [..............................] - ETA: 22:17 - loss: 796.7251 - logits_profile_predictions_loss: 785.6547 - logcount_predictions_loss: 0.3537 15/2383 [..............................] - ETA: 22:16 - loss: 796.7332 - logits_profile_predictions_loss: 785.7197 - logcount_predictions_loss: 0.3519 16/2383 [..............................] - ETA: 22:16 - loss: 796.7783 - logits_profile_predictions_loss: 785.8228 - logcount_predictions_loss: 0.3500 17/2383 [..............................] - ETA: 22:15 - loss: 796.4895 - logits_profile_predictions_loss: 785.5768 - logcount_predictions_loss: 0.3486 18/2383 [..............................] - ETA: 22:15 - loss: 796.3765 - logits_profile_predictions_loss: 785.4905 - logcount_predictions_loss: 0.3478 19/2383 [..............................] - ETA: 22:14 - loss: 796.0897 - logits_profile_predictions_loss: 785.2260 - logcount_predictions_loss: 0.3471 20/2383 [..............................] - ETA: 22:14 - loss: 796.1487 - logits_profile_predictions_loss: 785.3138 - logcount_predictions_loss: 0.3462 21/2383 [..............................] - ETA: 22:13 - loss: 796.3455 - logits_profile_predictions_loss: 785.5378 - logcount_predictions_loss: 0.3453 22/2383 [..............................] - ETA: 22:12 - loss: 796.5535 - logits_profile_predictions_loss: 785.7690 - logcount_predictions_loss: 0.3446 23/2383 [..............................] - ETA: 22:12 - loss: 796.6093 - logits_profile_predictions_loss: 785.8471 - logcount_predictions_loss: 0.3438 24/2383 [..............................] - ETA: 22:11 - loss: 796.8040 - logits_profile_predictions_loss: 786.0624 - logcount_predictions_loss: 0.3432 25/2383 [..............................] - ETA: 22:11 - loss: 796.9333 - logits_profile_predictions_loss: 786.2149 - logcount_predictions_loss: 0.3424 26/2383 [..............................] - ETA: 22:10 - loss: 797.0547 - logits_profile_predictions_loss: 786.3551 - logcount_predictions_loss: 0.3418 27/2383 [..............................] - ETA: 22:11 - loss: 797.0897 - logits_profile_predictions_loss: 786.4032 - logcount_predictions_loss: 0.3414 28/2383 [..............................] - ETA: 22:10 - loss: 797.1837 - logits_profile_predictions_loss: 786.5071 - logcount_predictions_loss: 0.3411 29/2383 [..............................] - ETA: 22:09 - loss: 797.1841 - logits_profile_predictions_loss: 786.5158 - logcount_predictions_loss: 0.3408 30/2383 [..............................] - ETA: 22:09 - loss: 797.3040 - logits_profile_predictions_loss: 786.6420 - logcount_predictions_loss: 0.3406 31/2383 [..............................] - ETA: 22:08 - loss: 797.2556 - logits_profile_predictions_loss: 786.5993 - logcount_predictions_loss: 0.3405 32/2383 [..............................] - ETA: 22:08 - loss: 797.3226 - logits_profile_predictions_loss: 786.6729 - logcount_predictions_loss: 0.3402 33/2383 [..............................] - ETA: 22:07 - loss: 797.2950 - logits_profile_predictions_loss: 786.6498 - logcount_predictions_loss: 0.3401 34/2383 [..............................] - ETA: 22:06 - loss: 797.1842 - logits_profile_predictions_loss: 786.5367 - logcount_predictions_loss: 0.3402 35/2383 [..............................] - ETA: 22:06 - loss: 797.0223 - logits_profile_predictions_loss: 786.3741 - logcount_predictions_loss: 0.3402 36/2383 [..............................] - ETA: 22:05 - loss: 796.9676 - logits_profile_predictions_loss: 786.3153 - logcount_predictions_loss: 0.3403 37/2383 [..............................] - ETA: 22:05 - loss: 796.8541 - logits_profile_predictions_loss: 786.1979 - logcount_predictions_loss: 0.3405 38/2383 [..............................] - ETA: 22:04 - loss: 796.7723 - logits_profile_predictions_loss: 786.1133 - logcount_predictions_loss: 0.3405 39/2383 [..............................] - ETA: 22:03 - loss: 796.7038 - logits_profile_predictions_loss: 786.0413 - logcount_predictions_loss: 0.3407 40/2383 [..............................] - ETA: 22:03 - loss: 796.6088 - logits_profile_predictions_loss: 785.9440 - logcount_predictions_loss: 0.3407 41/2383 [..............................] - ETA: 22:02 - loss: 796.6077 - logits_profile_predictions_loss: 785.9400 - logcount_predictions_loss: 0.3408 42/2383 [..............................] - ETA: 22:02 - loss: 796.6031 - logits_profile_predictions_loss: 785.9332 - logcount_predictions_loss: 0.3409 43/2383 [..............................] - ETA: 22:01 - loss: 796.5106 - logits_profile_predictions_loss: 785.8377 - logcount_predictions_loss: 0.3410 44/2383 [..............................] - ETA: 22:01 - loss: 796.4276 - logits_profile_predictions_loss: 785.7533 - logcount_predictions_loss: 0.3410 45/2383 [..............................] - ETA: 22:00 - loss: 796.3188 - logits_profile_predictions_loss: 785.6418 - logcount_predictions_loss: 0.3411 46/2383 [..............................] - ETA: 21:59 - loss: 796.2286 - logits_profile_predictions_loss: 785.5484 - logcount_predictions_loss: 0.3412 47/2383 [..............................] - ETA: 21:59 - loss: 796.0752 - logits_profile_predictions_loss: 785.3915 - logcount_predictions_loss: 0.3413 48/2383 [..............................] - ETA: 21:58 - loss: 795.8642 - logits_profile_predictions_loss: 785.1775 - logcount_predictions_loss: 0.3414 49/2383 [..............................] - ETA: 21:58 - loss: 795.6550 - logits_profile_predictions_loss: 784.9652 - logcount_predictions_loss: 0.3415 50/2383 [..............................] - ETA: 21:57 - loss: 795.4400 - logits_profile_predictions_loss: 784.7465 - logcount_predictions_loss: 0.3416 51/2383 [..............................] - ETA: 21:56 - loss: 795.1958 - logits_profile_predictions_loss: 784.4984 - logcount_predictions_loss: 0.3418 52/2383 [..............................] - ETA: 21:56 - loss: 794.9736 - logits_profile_predictions_loss: 784.2710 - logcount_predictions_loss: 0.3419 53/2383 [..............................] - ETA: 21:55 - loss: 794.7734 - logits_profile_predictions_loss: 784.0660 - logcount_predictions_loss: 0.3421 54/2383 [..............................] - ETA: 21:55 - loss: 794.5752 - logits_profile_predictions_loss: 783.8619 - logcount_predictions_loss: 0.3423 55/2383 [..............................] - ETA: 21:54 - loss: 794.4106 - logits_profile_predictions_loss: 783.6910 - logcount_predictions_loss: 0.3425 56/2383 [..............................] - ETA: 21:54 - loss: 794.2595 - logits_profile_predictions_loss: 783.5347 - logcount_predictions_loss: 0.3426 57/2383 [..............................] - ETA: 21:53 - loss: 794.1071 - logits_profile_predictions_loss: 783.3775 - logcount_predictions_loss: 0.3428 58/2383 [..............................] - ETA: 21:52 - loss: 793.9503 - logits_profile_predictions_loss: 783.2153 - logcount_predictions_loss: 0.3430 59/2383 [..............................] - ETA: 21:52 - loss: 793.8183 - logits_profile_predictions_loss: 783.0764 - logcount_predictions_loss: 0.3432 60/2383 [..............................] - ETA: 21:51 - loss: 793.6767 - logits_profile_predictions_loss: 782.9273 - logcount_predictions_loss: 0.3434 61/2383 [..............................] - ETA: 21:51 - loss: 793.5233 - logits_profile_predictions_loss: 782.7661 - logcount_predictions_loss: 0.3437 62/2383 [..............................] - ETA: 21:50 - loss: 793.3704 - logits_profile_predictions_loss: 782.6052 - logcount_predictions_loss: 0.3439 63/2383 [..............................] - ETA: 21:50 - loss: 793.2201 - logits_profile_predictions_loss: 782.4470 - logcount_predictions_loss: 0.3442 64/2383 [..............................] - ETA: 21:49 - loss: 793.0753 - logits_profile_predictions_loss: 782.2949 - logcount_predictions_loss: 0.3444 65/2383 [..............................] - ETA: 21:48 - loss: 792.9519 - logits_profile_predictions_loss: 782.1644 - logcount_predictions_loss: 0.3447 66/2383 [..............................] - ETA: 21:48 - loss: 792.8339 - logits_profile_predictions_loss: 782.0387 - logcount_predictions_loss: 0.3449 67/2383 [..............................] - ETA: 21:47 - loss: 792.7100 - logits_profile_predictions_loss: 781.9078 - logcount_predictions_loss: 0.3451 68/2383 [..............................] - ETA: 21:47 - loss: 792.5866 - logits_profile_predictions_loss: 781.7770 - logcount_predictions_loss: 0.3454 69/2383 [..............................] - ETA: 21:46 - loss: 792.4581 - logits_profile_predictions_loss: 781.6414 - logcount_predictions_loss: 0.3456 70/2383 [..............................] - ETA: 21:46 - loss: 792.3526 - logits_profile_predictions_loss: 781.5294 - logcount_predictions_loss: 0.3458 71/2383 [..............................] - ETA: 21:45 - loss: 792.2558 - logits_profile_predictions_loss: 781.4261 - logcount_predictions_loss: 0.3460 72/2383 [..............................] - ETA: 21:40 - loss: 792.1517 - logits_profile_predictions_loss: 781.3162 - logcount_predictions_loss: 0.3462 73/2383 [..............................] - ETA: 21:39 - loss: 792.0486 - logits_profile_predictions_loss: 781.2066 - logcount_predictions_loss: 0.3464 74/2383 [..............................] - ETA: 21:39 - loss: 791.9572 - logits_profile_predictions_loss: 781.1094 - logcount_predictions_loss: 0.3466 75/2383 [..............................] - ETA: 21:38 - loss: 791.8709 - logits_profile_predictions_loss: 781.0172 - logcount_predictions_loss: 0.3468 76/2383 [..............................] - ETA: 21:38 - loss: 791.7926 - logits_profile_predictions_loss: 780.9326 - logcount_predictions_loss: 0.3470 77/2383 [..............................] - ETA: 21:37 - loss: 791.7184 - logits_profile_predictions_loss: 780.8523 - logcount_predictions_loss: 0.3472 78/2383 [..............................] - ETA: 21:37 - loss: 791.6422 - logits_profile_predictions_loss: 780.7705 - logcount_predictions_loss: 0.3473 79/2383 [..............................] - ETA: 21:36 - loss: 791.5741 - logits_profile_predictions_loss: 780.6973 - logcount_predictions_loss: 0.3475 80/2383 [>.............................] - ETA: 21:36 - loss: 791.5050 - logits_profile_predictions_loss: 780.6231 - logcount_predictions_loss: 0.3477 81/2383 [>.............................] - ETA: 21:35 - loss: 791.4291 - logits_profile_predictions_loss: 780.5424 - logcount_predictions_loss: 0.3478 82/2383 [>.............................] - ETA: 21:35 - loss: 791.3428 - logits_profile_predictions_loss: 780.4496 - logcount_predictions_loss: 0.3480 83/2383 [>.............................] - ETA: 21:34 - loss: 791.2551 - logits_profile_predictions_loss: 780.3557 - logcount_predictions_loss: 0.3482 84/2383 [>.............................] - ETA: 21:34 - loss: 791.1674 - logits_profile_predictions_loss: 780.2621 - logcount_predictions_loss: 0.3484 85/2383 [>.............................] - ETA: 21:33 - loss: 791.0782 - logits_profile_predictions_loss: 780.1672 - logcount_predictions_loss: 0.3486 86/2383 [>.............................] - ETA: 21:33 - loss: 790.9821 - logits_profile_predictions_loss: 780.0660 - logcount_predictions_loss: 0.3488 87/2383 [>.............................] - ETA: 21:32 - loss: 790.8963 - logits_profile_predictions_loss: 779.9750 - logcount_predictions_loss: 0.3489 88/2383 [>.............................] - ETA: 21:32 - loss: 790.7909 - logits_profile_predictions_loss: 779.8646 - logcount_predictions_loss: 0.3491 89/2383 [>.............................] - ETA: 21:31 - loss: 790.7059 - logits_profile_predictions_loss: 779.7752 - logcount_predictions_loss: 0.3492 90/2383 [>.............................] - ETA: 21:31 - loss: 790.6268 - logits_profile_predictions_loss: 779.6912 - logcount_predictions_loss: 0.3494 91/2383 [>.............................] - ETA: 21:30 - loss: 790.5435 - logits_profile_predictions_loss: 779.6032 - logcount_predictions_loss: 0.3495 92/2383 [>.............................] - ETA: 21:30 - loss: 790.4584 - logits_profile_predictions_loss: 779.5137 - logcount_predictions_loss: 0.3497 93/2383 [>.............................] - ETA: 21:29 - loss: 790.3760 - logits_profile_predictions_loss: 779.4272 - logcount_predictions_loss: 0.3498 94/2383 [>.............................] - ETA: 21:29 - loss: 790.2853 - logits_profile_predictions_loss: 779.3324 - logcount_predictions_loss: 0.3499 95/2383 [>.............................] - ETA: 21:28 - loss: 790.2029 - logits_profile_predictions_loss: 779.2461 - logcount_predictions_loss: 0.3501 96/2383 [>.............................] - ETA: 21:28 - loss: 790.1196 - logits_profile_predictions_loss: 779.1589 - logcount_predictions_loss: 0.3502 97/2383 [>.............................] - ETA: 21:27 - loss: 790.0335 - logits_profile_predictions_loss: 779.0689 - logcount_predictions_loss: 0.3503 98/2383 [>.............................] - ETA: 21:26 - loss: 789.9546 - logits_profile_predictions_loss: 778.9863 - logcount_predictions_loss: 0.3504 99/2383 [>.............................] - ETA: 21:26 - loss: 789.8690 - 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logits_profile_predictions_loss: 774.0945 - logcount_predictions_loss: 0.3439 2362/2383 [============================>.] - ETA: 11s - loss: 784.8577 - logits_profile_predictions_loss: 774.0948 - logcount_predictions_loss: 0.3439 2363/2383 [============================>.] - ETA: 11s - loss: 784.8579 - logits_profile_predictions_loss: 774.0950 - logcount_predictions_loss: 0.3439 2364/2383 [============================>.] - ETA: 10s - loss: 784.8581 - logits_profile_predictions_loss: 774.0953 - logcount_predictions_loss: 0.3439 2365/2383 [============================>.] - ETA: 10s - loss: 784.8584 - logits_profile_predictions_loss: 774.0955 - logcount_predictions_loss: 0.3439 2366/2383 [============================>.] - ETA: 9s - loss: 784.8586 - logits_profile_predictions_loss: 774.0957 - logcount_predictions_loss: 0.3439  2367/2383 [============================>.] - ETA: 9s - loss: 784.8588 - logits_profile_predictions_loss: 774.0960 - logcount_predictions_loss: 0.3439 2368/2383 [============================>.] - ETA: 8s - loss: 784.8590 - logits_profile_predictions_loss: 774.0962 - logcount_predictions_loss: 0.3439 2369/2383 [============================>.] - ETA: 7s - loss: 784.8593 - logits_profile_predictions_loss: 774.0964 - logcount_predictions_loss: 0.3439 2370/2383 [============================>.] - ETA: 7s - loss: 784.8595 - logits_profile_predictions_loss: 774.0967 - logcount_predictions_loss: 0.3439 2371/2383 [============================>.] - ETA: 6s - loss: 784.8597 - logits_profile_predictions_loss: 774.0969 - logcount_predictions_loss: 0.3439 2372/2383 [============================>.] - ETA: 6s - loss: 784.8599 - logits_profile_predictions_loss: 774.0971 - logcount_predictions_loss: 0.3439 2373/2383 [============================>.] - ETA: 5s - loss: 784.8602 - logits_profile_predictions_loss: 774.0974 - logcount_predictions_loss: 0.3439 2374/2383 [============================>.] - ETA: 5s - loss: 784.8604 - logits_profile_predictions_loss: 774.0976 - logcount_predictions_loss: 0.3439 2375/2383 [============================>.] - ETA: 4s - loss: 784.8606 - logits_profile_predictions_loss: 774.0978 - logcount_predictions_loss: 0.3439 2376/2383 [============================>.] - ETA: 3s - loss: 784.8608 - logits_profile_predictions_loss: 774.0981 - logcount_predictions_loss: 0.3439 2377/2383 [============================>.] - ETA: 3s - loss: 784.8611 - logits_profile_predictions_loss: 774.0984 - logcount_predictions_loss: 0.3439 2378/2383 [============================>.] - ETA: 2s - loss: 784.8613 - logits_profile_predictions_loss: 774.0986 - logcount_predictions_loss: 0.3439 2379/2383 [============================>.] - ETA: 2s - loss: 784.8616 - logits_profile_predictions_loss: 774.0989 - logcount_predictions_loss: 0.3439 2380/2383 [============================>.] - ETA: 1s - loss: 784.8619 - logits_profile_predictions_loss: 774.0992 - logcount_predictions_loss: 0.3439 2381/2383 [============================>.] - ETA: 1s - loss: 784.8621 - logits_profile_predictions_loss: 774.0994 - logcount_predictions_loss: 0.3439 2382/2383 [============================>.] - ETA: 0s - loss: 784.8623 - logits_profile_predictions_loss: 774.0997 - logcount_predictions_loss: 0.3439 2383/2383 [==============================] - ETA: 0s - loss: 784.8625 - logits_profile_predictions_loss: 774.0999 - logcount_predictions_loss: 0.3439 2383/2383 [==============================] - 1412s 593ms/step - loss: 784.8628 - logits_profile_predictions_loss: 774.1001 - logcount_predictions_loss: 0.3439 - val_loss: 947.5337 - val_logits_profile_predictions_loss: 933.7521 - val_logcount_predictions_loss: 0.4403 + +Epoch 00013: val_loss did not improve from 942.80365 +Epoch 14/50 + 1/2383 [..............................] - ETA: 23:15 - loss: 767.1780 - logits_profile_predictions_loss: 755.9316 - logcount_predictions_loss: 0.3593 2/2383 [..............................] - ETA: 22:24 - loss: 749.8092 - logits_profile_predictions_loss: 738.8182 - logcount_predictions_loss: 0.3512 3/2383 [..............................] - ETA: 22:23 - loss: 744.2461 - logits_profile_predictions_loss: 732.9150 - logcount_predictions_loss: 0.3620 4/2383 [..............................] - ETA: 22:22 - loss: 749.7372 - logits_profile_predictions_loss: 738.2187 - logcount_predictions_loss: 0.3680 5/2383 [..............................] - ETA: 22:22 - loss: 756.3659 - logits_profile_predictions_loss: 744.7262 - logcount_predictions_loss: 0.3719 6/2383 [..............................] - ETA: 22:21 - loss: 760.7236 - logits_profile_predictions_loss: 748.8560 - logcount_predictions_loss: 0.3792 7/2383 [..............................] - ETA: 22:20 - loss: 763.5476 - logits_profile_predictions_loss: 751.4931 - logcount_predictions_loss: 0.3851 8/2383 [..............................] - ETA: 22:20 - loss: 766.1918 - logits_profile_predictions_loss: 754.0523 - logcount_predictions_loss: 0.3878 9/2383 [..............................] - ETA: 22:19 - loss: 768.3220 - logits_profile_predictions_loss: 756.1497 - logcount_predictions_loss: 0.3889 10/2383 [..............................] - ETA: 22:19 - loss: 769.7190 - logits_profile_predictions_loss: 757.5387 - logcount_predictions_loss: 0.3891 11/2383 [..............................] - ETA: 22:18 - loss: 770.5241 - logits_profile_predictions_loss: 758.3518 - logcount_predictions_loss: 0.3889 12/2383 [..............................] - ETA: 22:18 - loss: 771.4501 - logits_profile_predictions_loss: 759.3081 - logcount_predictions_loss: 0.3879 13/2383 [..............................] - ETA: 22:17 - loss: 771.3924 - logits_profile_predictions_loss: 759.2935 - logcount_predictions_loss: 0.3865 14/2383 [..............................] - ETA: 22:17 - loss: 771.6629 - logits_profile_predictions_loss: 759.6069 - logcount_predictions_loss: 0.3852 15/2383 [..............................] - ETA: 22:16 - loss: 772.1551 - logits_profile_predictions_loss: 760.1468 - logcount_predictions_loss: 0.3837 16/2383 [..............................] - ETA: 22:15 - loss: 772.5673 - logits_profile_predictions_loss: 760.6149 - logcount_predictions_loss: 0.3819 17/2383 [..............................] - ETA: 22:15 - loss: 772.7492 - logits_profile_predictions_loss: 760.8501 - logcount_predictions_loss: 0.3802 18/2383 [..............................] - ETA: 22:14 - loss: 772.9881 - logits_profile_predictions_loss: 761.1398 - logcount_predictions_loss: 0.3785 19/2383 [..............................] - ETA: 22:14 - loss: 773.3816 - logits_profile_predictions_loss: 761.5830 - logcount_predictions_loss: 0.3770 20/2383 [..............................] - ETA: 22:13 - loss: 773.8206 - logits_profile_predictions_loss: 762.0673 - logcount_predictions_loss: 0.3755 21/2383 [..............................] - ETA: 22:13 - loss: 774.5191 - logits_profile_predictions_loss: 762.8145 - logcount_predictions_loss: 0.3739 22/2383 [..............................] - ETA: 22:12 - loss: 775.1821 - logits_profile_predictions_loss: 763.5247 - logcount_predictions_loss: 0.3724 23/2383 [..............................] - ETA: 22:11 - loss: 775.6229 - logits_profile_predictions_loss: 764.0107 - logcount_predictions_loss: 0.3710 24/2383 [..............................] - ETA: 22:11 - loss: 775.9887 - logits_profile_predictions_loss: 764.4153 - logcount_predictions_loss: 0.3698 25/2383 [..............................] - ETA: 22:10 - loss: 776.4436 - logits_profile_predictions_loss: 764.9070 - logcount_predictions_loss: 0.3686 26/2383 [..............................] - ETA: 22:10 - loss: 776.9499 - logits_profile_predictions_loss: 765.4436 - logcount_predictions_loss: 0.3676 27/2383 [..............................] - ETA: 22:09 - loss: 777.3938 - logits_profile_predictions_loss: 765.9148 - logcount_predictions_loss: 0.3667 28/2383 [..............................] - ETA: 22:09 - loss: 777.7049 - logits_profile_predictions_loss: 766.2499 - logcount_predictions_loss: 0.3660 29/2383 [..............................] - ETA: 22:08 - loss: 777.9759 - logits_profile_predictions_loss: 766.5446 - logcount_predictions_loss: 0.3652 30/2383 [..............................] - ETA: 22:07 - loss: 778.2323 - logits_profile_predictions_loss: 766.8244 - logcount_predictions_loss: 0.3645 31/2383 [..............................] - ETA: 22:07 - loss: 778.3246 - logits_profile_predictions_loss: 766.9390 - logcount_predictions_loss: 0.3638 32/2383 [..............................] - ETA: 22:06 - loss: 778.4714 - logits_profile_predictions_loss: 767.1067 - logcount_predictions_loss: 0.3631 33/2383 [..............................] - ETA: 22:06 - loss: 778.5781 - logits_profile_predictions_loss: 767.2354 - logcount_predictions_loss: 0.3624 34/2383 [..............................] - ETA: 22:05 - loss: 778.6632 - logits_profile_predictions_loss: 767.3401 - logcount_predictions_loss: 0.3618 35/2383 [..............................] - ETA: 22:05 - loss: 778.7989 - logits_profile_predictions_loss: 767.4921 - logcount_predictions_loss: 0.3612 36/2383 [..............................] - ETA: 22:04 - loss: 778.8878 - logits_profile_predictions_loss: 767.5990 - logcount_predictions_loss: 0.3607 37/2383 [..............................] - ETA: 22:03 - loss: 778.9446 - logits_profile_predictions_loss: 767.6729 - logcount_predictions_loss: 0.3601 38/2383 [..............................] - ETA: 22:03 - loss: 778.9480 - logits_profile_predictions_loss: 767.6935 - logcount_predictions_loss: 0.3596 39/2383 [..............................] - ETA: 22:02 - loss: 778.9898 - logits_profile_predictions_loss: 767.7524 - logcount_predictions_loss: 0.3590 40/2383 [..............................] - ETA: 22:02 - loss: 779.0349 - logits_profile_predictions_loss: 767.8113 - logcount_predictions_loss: 0.3586 41/2383 [..............................] - ETA: 22:01 - loss: 779.0805 - logits_profile_predictions_loss: 767.8688 - logcount_predictions_loss: 0.3582 42/2383 [..............................] - ETA: 22:01 - loss: 779.1584 - logits_profile_predictions_loss: 767.9573 - logcount_predictions_loss: 0.3579 43/2383 [..............................] - ETA: 22:00 - loss: 779.1922 - logits_profile_predictions_loss: 767.9982 - logcount_predictions_loss: 0.3576 44/2383 [..............................] - ETA: 21:59 - loss: 779.2513 - logits_profile_predictions_loss: 768.0648 - logcount_predictions_loss: 0.3574 45/2383 [..............................] - ETA: 21:59 - loss: 779.3505 - logits_profile_predictions_loss: 768.1722 - logcount_predictions_loss: 0.3571 46/2383 [..............................] - ETA: 21:58 - loss: 779.4524 - logits_profile_predictions_loss: 768.2825 - logcount_predictions_loss: 0.3569 47/2383 [..............................] - ETA: 21:58 - loss: 779.5456 - logits_profile_predictions_loss: 768.3850 - logcount_predictions_loss: 0.3566 48/2383 [..............................] - ETA: 21:57 - loss: 779.6548 - logits_profile_predictions_loss: 768.5030 - logcount_predictions_loss: 0.3563 49/2383 [..............................] - ETA: 21:57 - loss: 779.7968 - logits_profile_predictions_loss: 768.6530 - logcount_predictions_loss: 0.3560 50/2383 [..............................] - ETA: 21:56 - loss: 779.9729 - logits_profile_predictions_loss: 768.8366 - logcount_predictions_loss: 0.3558 51/2383 [..............................] - ETA: 21:55 - loss: 780.1762 - logits_profile_predictions_loss: 769.0475 - logcount_predictions_loss: 0.3556 52/2383 [..............................] - ETA: 21:55 - loss: 780.3611 - logits_profile_predictions_loss: 769.2394 - logcount_predictions_loss: 0.3553 53/2383 [..............................] - ETA: 21:54 - loss: 780.5169 - logits_profile_predictions_loss: 769.4015 - logcount_predictions_loss: 0.3551 54/2383 [..............................] - ETA: 21:54 - loss: 780.6879 - logits_profile_predictions_loss: 769.5793 - logcount_predictions_loss: 0.3549 55/2383 [..............................] - ETA: 21:53 - loss: 780.8329 - logits_profile_predictions_loss: 769.7309 - logcount_predictions_loss: 0.3547 56/2383 [..............................] - ETA: 21:53 - loss: 780.9821 - logits_profile_predictions_loss: 769.8869 - logcount_predictions_loss: 0.3545 57/2383 [..............................] - ETA: 21:52 - loss: 781.1397 - logits_profile_predictions_loss: 770.0518 - logcount_predictions_loss: 0.3542 58/2383 [..............................] - ETA: 21:51 - loss: 781.2645 - logits_profile_predictions_loss: 770.1843 - logcount_predictions_loss: 0.3540 59/2383 [..............................] - ETA: 21:51 - loss: 781.3878 - logits_profile_predictions_loss: 770.3150 - logcount_predictions_loss: 0.3538 60/2383 [..............................] - ETA: 21:50 - loss: 781.4917 - logits_profile_predictions_loss: 770.4269 - logcount_predictions_loss: 0.3535 61/2383 [..............................] - ETA: 21:50 - loss: 781.5950 - logits_profile_predictions_loss: 770.5382 - logcount_predictions_loss: 0.3533 62/2383 [..............................] - ETA: 21:49 - loss: 781.6982 - logits_profile_predictions_loss: 770.6495 - logcount_predictions_loss: 0.3530 63/2383 [..............................] - ETA: 21:49 - loss: 781.7775 - logits_profile_predictions_loss: 770.7364 - logcount_predictions_loss: 0.3528 64/2383 [..............................] - ETA: 21:48 - loss: 781.8490 - logits_profile_predictions_loss: 770.8159 - logcount_predictions_loss: 0.3525 65/2383 [..............................] - ETA: 21:48 - loss: 781.9061 - logits_profile_predictions_loss: 770.8812 - logcount_predictions_loss: 0.3522 66/2383 [..............................] - ETA: 21:47 - loss: 781.9482 - logits_profile_predictions_loss: 770.9304 - logcount_predictions_loss: 0.3520 67/2383 [..............................] - ETA: 21:46 - loss: 781.9689 - logits_profile_predictions_loss: 770.9584 - logcount_predictions_loss: 0.3518 68/2383 [..............................] - ETA: 21:46 - loss: 781.9565 - logits_profile_predictions_loss: 770.9534 - logcount_predictions_loss: 0.3515 69/2383 [..............................] - ETA: 21:45 - loss: 781.9211 - logits_profile_predictions_loss: 770.9258 - logcount_predictions_loss: 0.3513 70/2383 [..............................] - ETA: 21:45 - loss: 781.8999 - logits_profile_predictions_loss: 770.9116 - logcount_predictions_loss: 0.3511 71/2383 [..............................] - ETA: 21:44 - loss: 781.8919 - logits_profile_predictions_loss: 770.9099 - logcount_predictions_loss: 0.3509 72/2383 [..............................] - ETA: 21:44 - loss: 781.8742 - logits_profile_predictions_loss: 770.8987 - logcount_predictions_loss: 0.3507 73/2383 [..............................] - ETA: 21:43 - loss: 781.8451 - logits_profile_predictions_loss: 770.8752 - logcount_predictions_loss: 0.3505 74/2383 [..............................] - ETA: 21:42 - loss: 781.8102 - logits_profile_predictions_loss: 770.8461 - logcount_predictions_loss: 0.3503 75/2383 [..............................] - ETA: 21:42 - loss: 781.7856 - logits_profile_predictions_loss: 770.8268 - logcount_predictions_loss: 0.3501 76/2383 [..............................] - ETA: 21:41 - loss: 781.7720 - logits_profile_predictions_loss: 770.8186 - logcount_predictions_loss: 0.3500 77/2383 [..............................] - ETA: 21:41 - loss: 781.7734 - logits_profile_predictions_loss: 770.8246 - logcount_predictions_loss: 0.3498 78/2383 [..............................] - ETA: 21:40 - loss: 781.7692 - logits_profile_predictions_loss: 770.8248 - logcount_predictions_loss: 0.3497 79/2383 [..............................] - ETA: 21:40 - loss: 781.7529 - logits_profile_predictions_loss: 770.8125 - logcount_predictions_loss: 0.3495 80/2383 [>.............................] - ETA: 21:39 - loss: 781.7353 - logits_profile_predictions_loss: 770.7993 - logcount_predictions_loss: 0.3494 81/2383 [>.............................] - ETA: 21:39 - loss: 781.7172 - logits_profile_predictions_loss: 770.7859 - logcount_predictions_loss: 0.3492 82/2383 [>.............................] - ETA: 21:38 - loss: 781.6849 - logits_profile_predictions_loss: 770.7586 - logcount_predictions_loss: 0.3491 83/2383 [>.............................] - ETA: 21:37 - loss: 781.6418 - logits_profile_predictions_loss: 770.7202 - logcount_predictions_loss: 0.3489 84/2383 [>.............................] - ETA: 21:37 - loss: 781.6127 - logits_profile_predictions_loss: 770.6957 - logcount_predictions_loss: 0.3488 85/2383 [>.............................] - ETA: 21:36 - loss: 781.5802 - logits_profile_predictions_loss: 770.6677 - logcount_predictions_loss: 0.3486 86/2383 [>.............................] - ETA: 21:36 - loss: 781.5545 - logits_profile_predictions_loss: 770.6465 - logcount_predictions_loss: 0.3485 87/2383 [>.............................] - ETA: 21:35 - loss: 781.5360 - logits_profile_predictions_loss: 770.6316 - logcount_predictions_loss: 0.3484 88/2383 [>.............................] - ETA: 21:35 - loss: 781.5200 - logits_profile_predictions_loss: 770.6191 - logcount_predictions_loss: 0.3483 89/2383 [>.............................] - ETA: 21:34 - loss: 781.5041 - logits_profile_predictions_loss: 770.6066 - logcount_predictions_loss: 0.3482 90/2383 [>.............................] - ETA: 21:33 - loss: 781.4920 - logits_profile_predictions_loss: 770.5981 - logcount_predictions_loss: 0.3480 91/2383 [>.............................] - ETA: 21:33 - loss: 781.4822 - logits_profile_predictions_loss: 770.5918 - logcount_predictions_loss: 0.3479 92/2383 [>.............................] - ETA: 21:32 - loss: 781.4774 - logits_profile_predictions_loss: 770.5906 - logcount_predictions_loss: 0.3478 93/2383 [>.............................] - ETA: 21:32 - loss: 781.4749 - logits_profile_predictions_loss: 770.5918 - logcount_predictions_loss: 0.3477 94/2383 [>.............................] - ETA: 21:31 - loss: 781.4683 - logits_profile_predictions_loss: 770.5888 - logcount_predictions_loss: 0.3476 95/2383 [>.............................] - ETA: 21:31 - loss: 781.4542 - logits_profile_predictions_loss: 770.5782 - logcount_predictions_loss: 0.3475 96/2383 [>.............................] - ETA: 21:30 - loss: 781.4311 - logits_profile_predictions_loss: 770.5585 - logcount_predictions_loss: 0.3474 97/2383 [>.............................] - ETA: 21:29 - loss: 781.4072 - logits_profile_predictions_loss: 770.5376 - logcount_predictions_loss: 0.3473 98/2383 [>.............................] - ETA: 21:29 - loss: 781.3906 - logits_profile_predictions_loss: 770.5243 - logcount_predictions_loss: 0.3472 99/2383 [>.............................] - ETA: 21:28 - loss: 781.3723 - logits_profile_predictions_loss: 770.5093 - logcount_predictions_loss: 0.3471 100/2383 [>.............................] - ETA: 21:28 - loss: 781.3474 - logits_profile_predictions_loss: 770.4876 - logcount_predictions_loss: 0.3470 101/2383 [>.............................] - ETA: 21:27 - loss: 781.3279 - logits_profile_predictions_loss: 770.4715 - logcount_predictions_loss: 0.3468 102/2383 [>.............................] - ETA: 21:27 - loss: 781.3093 - logits_profile_predictions_loss: 770.4561 - logcount_predictions_loss: 0.3467 103/2383 [>.............................] - ETA: 21:26 - loss: 781.2921 - logits_profile_predictions_loss: 770.4419 - logcount_predictions_loss: 0.3467 104/2383 [>.............................] - ETA: 21:26 - loss: 781.2855 - logits_profile_predictions_loss: 770.4384 - logcount_predictions_loss: 0.3466 105/2383 [>.............................] - ETA: 21:25 - loss: 781.2835 - logits_profile_predictions_loss: 770.4395 - logcount_predictions_loss: 0.3465 106/2383 [>.............................] - ETA: 21:24 - loss: 781.2858 - logits_profile_predictions_loss: 770.4450 - logcount_predictions_loss: 0.3464 107/2383 [>.............................] - ETA: 21:24 - loss: 781.2919 - logits_profile_predictions_loss: 770.4544 - logcount_predictions_loss: 0.3462 108/2383 [>.............................] - ETA: 21:23 - loss: 781.2930 - logits_profile_predictions_loss: 770.4588 - logcount_predictions_loss: 0.3461 109/2383 [>.............................] - ETA: 21:23 - loss: 781.2886 - logits_profile_predictions_loss: 770.4578 - logcount_predictions_loss: 0.3460 110/2383 [>.............................] - ETA: 21:22 - loss: 781.2914 - logits_profile_predictions_loss: 770.4638 - logcount_predictions_loss: 0.3459 111/2383 [>.............................] - ETA: 21:22 - loss: 781.2969 - logits_profile_predictions_loss: 770.4728 - logcount_predictions_loss: 0.3458 112/2383 [>.............................] - ETA: 21:21 - loss: 781.3146 - logits_profile_predictions_loss: 770.4940 - logcount_predictions_loss: 0.3457 113/2383 [>.............................] - ETA: 21:20 - loss: 781.3354 - 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loss: 782.9430 - logits_profile_predictions_loss: 772.5522 - logcount_predictions_loss: 0.3320 2383/2383 [==============================] - ETA: 0s - loss: 782.9426 - logits_profile_predictions_loss: 772.5518 - logcount_predictions_loss: 0.3320 2383/2383 [==============================] - 1412s 593ms/step - loss: 782.9422 - logits_profile_predictions_loss: 772.5514 - logcount_predictions_loss: 0.3320 - val_loss: 947.4507 - val_logits_profile_predictions_loss: 933.7963 - val_logcount_predictions_loss: 0.4363 + +Epoch 00014: val_loss did not improve from 942.80365 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-17_15-38-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(40575, 10) +loading nonpeaks... +got split:test for bed regions:(39494, 10) +0/313 +100/313 +200/313 +300/313 +2022-10-17_15-47-08: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(40575, 10) +loading nonpeaks... +got split:test for bed regions:(39494, 10) +0/313 +100/313 +200/313 +300/313 +2022-10-17_15-54-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(40575, 10) +loading nonpeaks... +got split:test for bed regions:(39494, 10) +0/313 +100/313 +200/313 +300/313 +2022-10-17_15-59-09: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-17_15-59-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 5:34 3/37 [=>............................] - ETA: 27s  4/37 [==>...........................] - ETA: 34s 5/37 [===>..........................] - ETA: 37s 6/37 [===>..........................] - ETA: 39s 7/37 [====>.........................] - ETA: 39s 8/37 [=====>........................] - ETA: 39s 9/37 [======>.......................] - ETA: 38s 10/37 [=======>......................] - ETA: 37s 11/37 [=======>......................] - ETA: 36s 12/37 [========>.....................] - ETA: 35s 13/37 [=========>....................] - ETA: 34s 14/37 [==========>...................] - ETA: 33s 15/37 [===========>..................] - ETA: 32s 16/37 [===========>..................] - ETA: 30s 17/37 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+inserting motif: dnase_2 +TGTACTTACGAA + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 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[>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 58s 2s/step +Saving marginal footprints +2022-10-17_16-03-46: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-17_16-03-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 1:57 3/37 [=>............................] - ETA: 2s  4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 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[==============================] - 8s 141ms/step + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 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[..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 4s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 3s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 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b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout_v1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92c6a64128a3cccef941a876846f651209c1b3fa --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR576UAF/logfile.modelling.fold_1.ENCSR576UAF.stdout_v1.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7542a9bd4fd43b888d868abd5dbabf7341c963efe16f34237d3fd9a6e6d8b815 +size 11796349 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR576UAF.h5 b/fold_1/model.bias_scaled.fold_1.ENCSR576UAF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..1962b4939c7d8eb90a401e2d4d290e30f8616bb5 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR576UAF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a89ac94c8e2790a31af2833cdc16d307fa244de6858083cc608ace46fb67e621 +size 2688440 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR576UAF.tar 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/dev/null +++ b/fold_1/model.chrombpnet_nobias.fold_1.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e70f8e6746c45e09beb01cc2f1eab331dae7c7eaca1626ecd7156ae35f394a9b +size 26081280 diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.args.json b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..33d471f659274b1f10311070e0d64cb38af9ebd7 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.batch_loss.tsv b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..ca4d3cd98199c6fad4507c98bb810c3b544f8edc --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.batch_loss.tsv @@ -0,0 +1,40817 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 3.051894426345825 1090.63671875 995.1124267578125 None None None +0 1 3.0710883140563965 1132.3719482421875 1036.246826171875 None None None +0 2 3.1011312007904053 1169.6644287109375 1072.5989990234375 None None None +0 3 2.942220449447632 1163.761474609375 1071.669921875 None None None +0 4 26.595638275146484 1990.374267578125 1157.9306640625 None None None +0 5 22.610750198364258 1820.9422607421875 1113.2257080078125 None None None +0 6 19.81844711303711 1718.0909423828125 1097.773681640625 None None None +0 7 17.737401962280273 1639.9237060546875 1084.7430419921875 None None None +0 8 16.07893180847168 1578.4512939453125 1075.1807861328125 None None None +0 9 14.859106063842773 1557.1038818359375 1092.013916015625 None None None +0 10 13.821520805358887 1517.64697265625 1085.033447265625 None None None +0 11 12.919167518615723 1482.1793212890625 1077.8094482421875 None None None +0 12 12.15535831451416 1449.098388671875 1068.6358642578125 None None None +0 13 11.490263938903809 1416.7445068359375 1057.099365234375 None None None +0 14 10.917200088500977 1393.3360595703125 1051.6278076171875 None None None +0 15 10.426652908325195 1372.70263671875 1046.348388671875 None None None +0 16 10.030645370483398 1362.2958984375 1048.3367919921875 None None None +0 17 9.638091087341309 1346.6768798828125 1045.004638671875 None None None +0 18 9.3215913772583 1338.2244873046875 1046.458740234375 None None None +0 19 9.021594047546387 1328.071044921875 1045.6951904296875 None None None +0 20 8.784065246582031 1333.689208984375 1058.748046875 None None None +0 21 8.536438941955566 1327.6595458984375 1060.468994140625 None None None +0 22 8.318097114562988 1323.6072998046875 1063.2509765625 None None None +0 23 8.116621017456055 1315.8011474609375 1061.7509765625 None None None +0 24 7.900928974151611 1303.4017333984375 1056.1026611328125 None None None +0 25 7.739103317260742 1300.004638671875 1057.7706298828125 None None None +0 26 7.588479518890381 1294.9942626953125 1057.474853515625 None None None +0 27 7.4344353675842285 1288.9906005859375 1056.2928466796875 None None None +0 28 7.315861225128174 1289.91552734375 1060.9290771484375 None None None +0 29 7.162376880645752 1279.8697509765625 1055.6873779296875 None None None +0 30 7.029256343841553 1270.7132568359375 1050.697509765625 None None None +0 31 6.929254055023193 1268.5838623046875 1051.6982421875 None None None +0 32 6.795372486114502 1258.392578125 1045.697509765625 None None None +0 33 6.6798553466796875 1251.7158203125 1042.6363525390625 None None None +0 34 6.591551303863525 1251.557861328125 1045.2423095703125 None None None +0 35 6.501153469085693 1248.28955078125 1044.8033447265625 None None None +0 36 6.396684169769287 1241.2723388671875 1041.05615234375 None None None +0 37 6.30681037902832 1236.4443359375 1039.0411376953125 None None None +0 38 6.235556125640869 1233.725830078125 1038.5528564453125 None None None +0 39 6.143651962280273 1226.8839111328125 1034.5875244140625 None None None +0 40 6.064403057098389 1222.4415283203125 1032.6256103515625 None None None +0 41 5.99597692489624 1219.6402587890625 1031.9661865234375 None None None +0 42 5.908503532409668 1212.2816162109375 1027.3453369140625 None None None +0 43 5.851953506469727 1211.8399658203125 1028.6737060546875 None None None +0 44 5.789794445037842 1208.6494140625 1027.4288330078125 None None None +0 45 5.72969388961792 1206.6221923828125 1027.2828369140625 None None None +0 46 5.677947998046875 1204.0865478515625 1026.36669921875 None None None +0 47 5.627254962921143 1201.0863037109375 1024.953125 None None None +0 48 5.563827991485596 1194.9853515625 1020.8374633789062 None None None +0 49 5.520084381103516 1194.0738525390625 1021.295166015625 None None None +0 50 5.481710910797119 1194.3974609375 1022.81982421875 None None None +0 51 5.441812992095947 1193.875732421875 1023.546875 None None None +0 52 5.392496585845947 1191.4891357421875 1022.7039184570312 None None None +0 53 5.354094982147217 1189.8077392578125 1022.2244873046875 None None None +0 54 5.312985897064209 1188.740966796875 1022.4443359375 None None None +0 55 5.286859035491943 1190.7822265625 1025.303466796875 None None None +0 56 5.23905611038208 1186.8892822265625 1022.90673828125 None None None +0 57 5.203388690948486 1185.5482177734375 1022.6820678710938 None None None +0 58 5.170662879943848 1184.7813720703125 1022.9395141601562 None None None +0 59 5.154428958892822 1185.84375 1024.510009765625 None None None +0 60 5.123173236846924 1184.56396484375 1024.20849609375 None None None +0 61 5.09153938293457 1182.5848388671875 1023.2195434570312 None None None +0 62 5.059054374694824 1180.1390380859375 1021.7904663085938 None None None +0 63 5.0260443687438965 1178.2010498046875 1020.8857421875 None None None +0 64 5.004754543304443 1178.53564453125 1021.8867797851562 None None None +0 65 4.969357013702393 1174.5072021484375 1018.9662475585938 None None None +0 66 4.949454307556152 1174.2711181640625 1019.3530883789062 None None None +0 67 4.9172139167785645 1170.7723388671875 1016.8634033203125 None None None +0 68 4.899655342102051 1171.929931640625 1018.5706787109375 None None None +0 69 4.867213249206543 1169.0162353515625 1016.6723022460938 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1.3887521028518677 960.6796264648438 917.2117309570312 None None None +0 1892 1.3882873058319092 960.6376953125 917.184326171875 None None None +0 1893 1.3879647254943848 960.6568603515625 917.2135620117188 None None None +0 1894 1.3875046968460083 960.6107177734375 917.1818237304688 None None None +0 1895 1.387091040611267 960.5880737304688 917.1721801757812 None None None +0 1896 1.3866918087005615 960.5197143554688 917.1163330078125 None None None +0 1897 1.3862253427505493 960.3994140625 917.0106201171875 None None None +0 1898 1.3857988119125366 960.3002319335938 916.9247436523438 None None None +0 1899 1.3853132724761963 960.1702880859375 916.81005859375 None None None +0 1900 1.3849372863769531 960.181884765625 916.83349609375 None None None +0 1901 1.3846256732940674 960.17138671875 916.832763671875 None None None +0 1902 1.3842347860336304 960.095458984375 916.76904296875 None None None +0 1903 1.3838109970092773 960.1029052734375 916.7897338867188 None None None +0 1904 1.3833305835723877 959.9815063476562 916.683349609375 None None None +0 1905 1.382919430732727 959.948486328125 916.6632080078125 None None None +0 1906 1.3824734687805176 959.8790893554688 916.6077270507812 None None None +0 1907 1.3820918798446655 959.8611450195312 916.6016845703125 None None None +0 1908 1.3816815614700317 959.8004760742188 916.5538330078125 None None None +0 1909 1.3812777996063232 959.7357177734375 916.501708984375 None None None +0 1910 1.3809173107147217 959.699462890625 916.476806640625 None None None +0 1911 1.3804669380187988 959.7344970703125 916.52587890625 None None None +0 1912 1.3799961805343628 959.669921875 916.47607421875 None None None +0 1913 1.379567265510559 959.6666870117188 916.4862670898438 None None None +0 1914 1.3791557550430298 959.5933837890625 916.4259033203125 None None None +0 1915 1.3787392377853394 959.4866333007812 916.3320922851562 None None None +0 1916 1.3783211708068848 959.481689453125 916.3402099609375 None None None +0 1917 1.377892017364502 959.3978881835938 916.2698974609375 None None None +0 1918 1.377467393875122 959.358154296875 916.2434692382812 None None None +0 1919 1.3770862817764282 959.3372192382812 916.2344360351562 None None None +0 1920 1.376715064048767 959.3353271484375 916.244140625 None None None +0 1921 1.3763408660888672 959.2706909179688 916.191162109375 None None None +0 1922 1.375942349433899 959.2308349609375 916.1637573242188 None None None +0 1923 1.3756095170974731 959.23291015625 916.17626953125 None None None +0 1924 1.375178337097168 959.2047119140625 916.1614990234375 None None None +0 1925 1.3748599290847778 959.1390991210938 916.10595703125 None None None +0 1926 1.374401569366455 959.0662841796875 916.0474853515625 None None None +0 1927 1.3740384578704834 959.1129760742188 916.1055908203125 None None None +0 1928 1.373618245124817 959.0547485351562 916.0604858398438 None None None +0 1929 1.3731639385223389 959.0870971679688 916.1069946289062 None None None +0 1930 1.3727145195007324 959.0392456054688 916.0731811523438 None None None +0 1931 1.3723644018173218 958.9830932617188 916.0280151367188 None None None +0 1932 1.3719470500946045 958.9324340820312 915.9904174804688 None None None +0 1933 1.3715462684631348 958.84423828125 915.9147338867188 None None None +0 1934 1.371203899383545 958.887939453125 915.9691162109375 None None None +0 1935 1.3707644939422607 958.9063110351562 916.001220703125 None None None +0 1936 1.3703516721725464 958.9111938476562 916.01904296875 None None None +0 1937 1.3699489831924438 958.8184814453125 915.93896484375 None None None +0 1938 1.369608759880066 958.8347778320312 915.9659423828125 None None None +0 1939 1.3691961765289307 958.794921875 915.9390258789062 None None None +0 1940 1.3689242601394653 958.7979125976562 915.9506225585938 None None None +0 1941 1.3685626983642578 958.78271484375 915.9467163085938 None None None +0 1942 1.3682396411895752 958.7319946289062 915.9061279296875 None None None +0 1943 1.3677594661712646 958.6834716796875 915.8726196289062 None None None +0 1944 1.3673579692840576 958.6007690429688 915.802490234375 None None None +0 1945 1.3669317960739136 958.497314453125 915.71240234375 None None None +0 1946 1.366549015045166 958.417724609375 915.6447143554688 None None None +0 1947 1.3662078380584717 958.3645629882812 915.6022338867188 None None None +0 1948 1.3658466339111328 958.380126953125 915.6290893554688 None None None +0 1949 1.3654682636260986 958.344970703125 915.6057739257812 None None None +0 1950 1.3653063774108887 958.3050537109375 915.5709228515625 None None None +0 1951 1.3649990558624268 958.2159423828125 915.4913940429688 None None None +0 1952 1.3646650314331055 958.1567993164062 915.4426879882812 None None None +0 1953 1.364426851272583 958.1809692382812 915.474365234375 None None None +0 1954 1.3641144037246704 958.1139526367188 915.4170532226562 None None None +0 1955 1.3637683391571045 958.0407104492188 915.3546752929688 None None None +0 1956 1.363393783569336 957.987060546875 915.312744140625 None None None +0 1957 1.3630791902542114 958.0042114257812 915.3397216796875 None None None +0 1958 1.3627489805221558 957.9072875976562 915.253173828125 None None None +0 1959 1.3622970581054688 957.7899780273438 915.1500244140625 None None None +0 1960 1.361920714378357 957.7886352539062 915.1604614257812 None None None +0 1961 1.3615617752075195 957.7945556640625 915.1775512695312 None None None +0 1962 1.3612180948257446 957.7100219726562 915.1038208007812 None None None +0 1963 1.3607758283615112 957.6626586914062 915.0703125 None None None +0 1964 1.3604838848114014 957.628173828125 915.0449829101562 None None None +0 1965 1.3601961135864258 957.6102905273438 915.0361328125 None None None +0 1966 1.3598620891571045 957.5675659179688 915.0038452148438 None None None +0 1967 1.35952627658844 957.5619506835938 915.0087280273438 None None None +0 1968 1.3590649366378784 957.4986572265625 914.9598388671875 None None None +0 1969 1.3587642908096313 957.466796875 914.9374389648438 None None None +0 1970 1.358344316482544 957.4129028320312 914.8966674804688 None None None +0 1971 1.3579211235046387 957.3677978515625 914.86474609375 None None None +0 1972 1.3575379848480225 957.3080444335938 914.8170776367188 None None None +0 1973 1.3571642637252808 957.2593383789062 914.780029296875 None None None +0 1974 1.356764793395996 957.2107543945312 914.7439575195312 None None None +0 1975 1.3563061952590942 957.1154174804688 914.6629638671875 None None None +0 1976 1.3558942079544067 957.0606689453125 914.6211547851562 None None None +0 1977 1.3555583953857422 957.066650390625 914.6376342773438 None None None +0 1978 1.3551639318466187 957.0708618164062 914.6541748046875 None None None +0 1979 1.3547043800354004 957.0027465820312 914.6004028320312 None None None +0 1980 1.3543223142623901 956.89501953125 914.504638671875 None None None +0 1981 1.3538872003555298 956.904052734375 914.52734375 None None None +0 1982 1.3535006046295166 956.8641967773438 914.4995727539062 None None None +0 1983 1.3531094789505005 956.8893432617188 914.5369873046875 None None None +0 1984 1.3528004884719849 956.8353881835938 914.49267578125 None None None +0 1985 1.3524057865142822 956.7894287109375 914.4590454101562 None None None +0 1986 1.3520270586013794 956.7323608398438 914.413818359375 None None None +0 1987 1.3517271280288696 956.7451782226562 914.4360961914062 None None None +0 1988 1.351381778717041 956.7575073242188 914.459228515625 None None None +0 1989 1.35098135471344 956.6505126953125 914.3648071289062 None None None +0 1990 1.3506964445114136 956.5790405273438 914.30224609375 None None None +0 1991 1.350298285484314 956.494384765625 914.22998046875 None None None +0 1992 1.349942684173584 956.5211181640625 914.2678833007812 None None None +0 1993 1.3495675325393677 956.4833374023438 914.2417602539062 None None None +0 1994 1.3493090867996216 956.4676513671875 914.2341918945312 None None None +0 1995 1.3489032983779907 956.4299926757812 914.209228515625 None None None +0 1996 1.348536729812622 956.400146484375 914.1908569335938 None None None +0 1997 1.34821617603302 956.3948974609375 914.1956176757812 None None None +0 1998 1.3477944135665894 956.3486938476562 914.1626586914062 None None None +0 1999 1.347391128540039 956.23681640625 914.0634155273438 None None None +0 2000 1.347024917602539 956.2642211914062 914.1022338867188 None None None +0 2001 1.3467744588851929 956.2362060546875 914.0820922851562 None None None +0 2002 1.3465126752853394 956.2307739257812 914.0847778320312 None None None +0 2003 1.3461201190948486 956.2078857421875 914.07421875 None None None +0 2004 1.3457492589950562 956.1514892578125 914.0294799804688 None None None +0 2005 1.3454091548919678 956.0885620117188 913.9771728515625 None None None +0 2006 1.3450355529785156 956.064453125 913.9647216796875 None None None +0 2007 1.344652533531189 956.005615234375 913.9178466796875 None None None +0 2008 1.344269037246704 955.9346313476562 913.85888671875 None None None +0 2009 1.3437902927398682 955.8218994140625 913.7611083984375 None None None +0 2010 1.343369722366333 955.8433227539062 913.7957153320312 None None None +0 2011 1.3429709672927856 955.778564453125 913.7433471679688 None None None +0 2012 1.342568278312683 955.7609252929688 913.73828125 None None None +0 2013 1.3422662019729614 955.67333984375 913.66015625 None None None +0 2014 1.3419984579086304 955.6361694335938 913.63134765625 None None None +0 2015 1.3415995836257935 955.5966796875 913.6043090820312 None None None +0 2016 1.3411999940872192 955.5696411132812 913.58984375 None None None +0 2017 1.3407948017120361 955.4795532226562 913.5123291015625 None None None +0 2018 1.3404573202133179 955.3770751953125 913.42041015625 None None None +0 2019 1.3401557207107544 955.37548828125 913.42822265625 None None None +0 2020 1.339739203453064 955.314453125 913.3802490234375 None None None +0 2021 1.339390754699707 955.2550659179688 913.3317260742188 None None None +0 2022 1.3389828205108643 955.2623901367188 913.351806640625 None None None +0 2023 1.3387271165847778 955.2260131835938 913.3234252929688 None None None +0 2024 1.3383270502090454 955.1845703125 913.2944946289062 None None None +0 2025 1.3380159139633179 955.1110229492188 913.2306518554688 None None None +0 2026 1.3375686407089233 955.0869750976562 913.2206420898438 None None None +0 2027 1.337272047996521 955.1168212890625 913.259765625 None None None +0 2028 1.3369643688201904 955.1044921875 913.257080078125 None None None +0 2029 1.3366395235061646 955.1114501953125 913.2742309570312 None None None +0 2030 1.3363277912139893 955.0546875 913.2272338867188 None None None +0 2031 1.3358867168426514 955.0391235351562 913.2254638671875 None None None +0 2032 1.3354943990707397 955.0297241210938 913.2283325195312 None None None +0 2033 1.3352019786834717 954.9859619140625 913.1936645507812 None None None +0 2034 1.3348172903060913 955.0044555664062 913.2242431640625 None None None +0 2035 1.334389090538025 954.97802734375 913.211181640625 None None None +0 2036 1.333990216255188 954.9119873046875 913.1575927734375 None None None +0 2037 1.3338178396224976 954.8975219726562 913.1485595703125 None None None +0 2038 1.3334416151046753 954.8975219726562 913.1603393554688 None None None +0 2039 1.333014965057373 954.815673828125 913.091796875 None None None +0 2040 1.3327754735946655 954.8372192382812 913.1209106445312 None None None +0 2041 1.3324577808380127 954.7531127929688 913.0468139648438 None None None +0 2042 1.3321820497512817 954.7081298828125 913.0104370117188 None None None +0 2043 1.3318333625793457 954.63232421875 912.9454956054688 None None None +0 2044 1.3315904140472412 954.592529296875 912.913330078125 None None None +0 2045 1.3312208652496338 954.56689453125 912.8992309570312 None None None +0 2046 1.3309205770492554 954.4892578125 912.8309936523438 None None None +0 2047 1.330597162246704 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1.3211615085601807 953.5154418945312 912.1626586914062 None None None +0 2074 1.3208595514297485 953.4310302734375 912.087646484375 None None None +0 2075 1.3204680681228638 953.40771484375 912.0765991210938 None None None +0 2076 1.320085883140564 953.368896484375 912.0498046875 None None None +0 2077 1.3197345733642578 953.3047485351562 911.99658203125 None None None +0 2078 1.319384217262268 953.2813110351562 911.984130859375 None None None +0 2079 1.3191163539886475 953.2421875 911.953369140625 None None None +0 2080 1.3187482357025146 953.1654052734375 911.8881225585938 None None None +0 2081 1.3184484243392944 953.1250610351562 911.857177734375 None None None +0 2082 1.3180909156799316 953.0923461914062 911.835693359375 None None None +0 2083 1.3177549839019775 953.0889892578125 911.8428344726562 None None None +0 2084 1.3173787593841553 953.1448974609375 911.9105224609375 None None None +0 2085 1.317028522491455 953.0594482421875 911.8360595703125 None None None +0 2086 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833.7338256835938 None None None +2 1895 0.5357846617698669 850.4768676757812 833.708251953125 None None None +2 1896 0.5357499718666077 850.4776611328125 833.7100830078125 None None None +2 1897 0.5358383655548096 850.489501953125 833.7191772460938 None None None +2 1898 0.535798192024231 850.4925537109375 833.7234497070312 None None None +2 1899 0.5358066558837891 850.4799194335938 833.7105712890625 None None None +2 1900 0.5358346104621887 850.5033569335938 833.733154296875 None None None +2 1901 0.535832405090332 850.4574584960938 833.6873779296875 None None None +2 1902 0.5357847809791565 850.5060424804688 833.7373657226562 None None None +2 1903 0.5357673764228821 850.5133666992188 833.7452392578125 None None None +2 1904 0.5357214212417603 850.48828125 833.7215576171875 None None None +2 1905 0.5356205701828003 850.447509765625 833.6839599609375 None None None +2 1906 0.5355755090713501 850.4169921875 833.65478515625 None None None +2 1907 0.5356414318084717 850.3828125 833.6185913085938 None None None +2 1908 0.535567045211792 850.3759155273438 833.6141357421875 None None None +2 1909 0.5355206727981567 850.4689331054688 833.7085571289062 None None None +2 1910 0.5355016589164734 850.4156494140625 833.6558837890625 None None None +2 1911 0.5354825258255005 850.4135131835938 833.6543579101562 None None None +2 1912 0.5355002880096436 850.3236083984375 833.5637817382812 None None None +2 1913 0.5355082750320435 850.247314453125 833.4873046875 None None None +2 1914 0.5354267358779907 850.2356567382812 833.4781494140625 None None None +2 1915 0.5354058146476746 850.27978515625 833.52294921875 None None None +2 1916 0.5353880524635315 850.3363037109375 833.5799560546875 None None None +2 1917 0.5353745222091675 850.3526611328125 833.5967407226562 None None None +2 1918 0.5353623032569885 850.37451171875 833.618896484375 None None None +2 1919 0.5353221297264099 850.4027099609375 833.6483764648438 None None None +2 1920 0.5353416800498962 850.4127197265625 833.65771484375 None None None +2 1921 0.5352602601051331 850.3938598632812 833.6414184570312 None None None +2 1922 0.535234808921814 850.4368286132812 833.6851806640625 None None None +2 1923 0.5352514386177063 850.3816528320312 833.6294555664062 None None None +2 1924 0.5352689027786255 850.315185546875 833.5625 None None None +2 1925 0.5352355241775513 850.2616577148438 833.510009765625 None None None +2 1926 0.5351833701133728 850.2128295898438 833.4627685546875 None None None +2 1927 0.5351765751838684 850.2438354492188 833.4940185546875 None None None +2 1928 0.5350770354270935 850.2431640625 833.4963989257812 None None None +2 1929 0.5350143909454346 850.2721557617188 833.52734375 None None None +2 1930 0.5350168347358704 850.3526611328125 833.6077270507812 None None None +2 1931 0.5350292921066284 850.3629150390625 833.6176147460938 None None None +2 1932 0.5349842309951782 850.3455200195312 833.6016235351562 None None None +2 1933 0.5349644422531128 850.3062133789062 833.56298828125 None None None +2 1934 0.5350123047828674 850.3772583007812 833.6325073242188 None None None +2 1935 0.5350217819213867 850.429931640625 833.6848754882812 None None None +2 1936 0.5350815057754517 850.3836059570312 833.63671875 None None None +2 1937 0.5350944995880127 850.328857421875 833.5814819335938 None None None +2 1938 0.5350544452667236 850.3875122070312 833.6414794921875 None None None +2 1939 0.5349823236465454 850.3056640625 833.5618896484375 None None None +2 1940 0.5350213646888733 850.3370971679688 833.592041015625 None None None +2 1941 0.5350446701049805 850.3084106445312 833.5626831054688 None None None +2 1942 0.5350041389465332 850.3369140625 833.5924682617188 None None None +2 1943 0.535000741481781 850.3842163085938 833.639892578125 None None None +2 1944 0.5349613428115845 850.38916015625 833.6460571289062 None None None +2 1945 0.5349454283714294 850.3200073242188 833.5774536132812 None None None +2 1946 0.5349758267402649 850.2552490234375 833.51171875 None None None +2 1947 0.5350525975227356 850.2408447265625 833.4948120117188 None None None +2 1948 0.5350794792175293 850.2965087890625 833.5496826171875 None None None +2 1949 0.5350843071937561 850.2548828125 833.5079345703125 None None None +2 1950 0.5350594520568848 850.2343139648438 833.4880981445312 None None None +2 1951 0.5349867343902588 850.2659301757812 833.5220336914062 None None None +2 1952 0.5349740982055664 850.250732421875 833.5072021484375 None None None +2 1953 0.5349439382553101 850.3051147460938 833.5625610351562 None None None +2 1954 0.5348945260047913 850.3099975585938 833.5689697265625 None None None +2 1955 0.5348858833312988 850.289794921875 833.549072265625 None None None +2 1956 0.5348603129386902 850.2674560546875 833.5274658203125 None None None +2 1957 0.534868597984314 850.2463989257812 833.5062255859375 None None None +2 1958 0.5348422527313232 850.1881103515625 833.44873046875 None None None +2 1959 0.5347601771354675 850.1769409179688 833.4401245117188 None None None +2 1960 0.5348395705223083 850.2706298828125 833.5313110351562 None None None +2 1961 0.5347727537155151 850.2096557617188 833.472412109375 None None None +2 1962 0.534796416759491 850.1864013671875 833.4483642578125 None None None +2 1963 0.5347180366516113 850.2001342773438 833.4646606445312 None None None +2 1964 0.5347763299942017 850.1513671875 833.4140014648438 None None None +2 1965 0.5346653461456299 850.1361694335938 833.4022827148438 None None None +2 1966 0.5346274375915527 850.0985107421875 833.3657836914062 None None None +2 1967 0.5346922874450684 850.0800170898438 833.3452758789062 None None None +2 1968 0.5347290635108948 850.0341186523438 833.2982177734375 None None None +2 1969 0.534801721572876 850.0678100585938 833.3296508789062 None None None +2 1970 0.5347453355789185 850.0164184570312 833.2799072265625 None None None +2 1971 0.5347104668617249 850.0099487304688 833.2745361328125 None None None +2 1972 0.5346643328666687 849.9721069335938 833.2381591796875 None None None +2 1973 0.5346307754516602 849.99755859375 833.2647094726562 None None None +2 1974 0.5346294045448303 849.941650390625 833.2088623046875 None None None +2 1975 0.5345270037651062 849.9155883789062 833.1859741210938 None None None +2 1976 0.5345213413238525 849.8755493164062 833.1461181640625 None None None +2 1977 0.5344570279121399 849.8663940429688 833.1389770507812 None None None +2 1978 0.5343976020812988 849.86865234375 833.14306640625 None None None +2 1979 0.5343925356864929 849.91845703125 833.1930541992188 None None None +2 1980 0.5344229936599731 849.9151000976562 833.188720703125 None None None +2 1981 0.534385621547699 849.8675537109375 833.1423950195312 None None None +2 1982 0.5344187021255493 849.8754272460938 833.1492309570312 None None None +2 1983 0.5344537496566772 849.927490234375 833.2001342773438 None None None +2 1984 0.5344286561012268 849.9339599609375 833.2073364257812 None None None +2 1985 0.5343714356422424 849.9024047851562 833.1776123046875 None None None +2 1986 0.5343583226203918 849.9297485351562 833.2053833007812 None None None +2 1987 0.5343515276908875 849.9302368164062 833.2061157226562 None None None +2 1988 0.5343418121337891 849.952392578125 833.2285766601562 None None None +2 1989 0.5342869758605957 850.034912109375 833.3128051757812 None None None +2 1990 0.5342926383018494 849.9850463867188 833.2628173828125 None None None +2 1991 0.5341917276382446 849.9296264648438 833.2105102539062 None None None +2 1992 0.5342193245887756 849.887939453125 833.1680297851562 None None None +2 1993 0.5341763496398926 849.8575439453125 833.138916015625 None None None +2 1994 0.5341336727142334 849.821533203125 833.104248046875 None None None +2 1995 0.5341081023216248 849.7838745117188 833.0673217773438 None None None +2 1996 0.5340455174446106 849.8162231445312 833.1016235351562 None None None +2 1997 0.5340847969055176 849.739501953125 833.023681640625 None None None +2 1998 0.5340454578399658 849.7482299804688 833.03369140625 None None None +2 1999 0.5339688062667847 849.712890625 833.000732421875 None None None +2 2000 0.5339310765266418 849.6834716796875 832.9724731445312 None None None +2 2001 0.5339393615722656 849.70556640625 832.9943237304688 None None None +2 2002 0.5339747071266174 849.7152099609375 833.0028076171875 None None None +2 2003 0.5339630842208862 849.7540893554688 833.0420532226562 None None None +2 2004 0.5338923335075378 849.7655029296875 833.0557250976562 None None None +2 2005 0.5339250564575195 849.7537841796875 833.04296875 None None None +2 2006 0.5339229106903076 849.7406005859375 833.0298461914062 None None None +2 2007 0.5339224338531494 849.7078247070312 832.9971313476562 None None None +2 2008 0.5339199900627136 849.6865234375 832.9759521484375 None None None +2 2009 0.5339824557304382 849.722412109375 833.0098876953125 None None None +2 2010 0.5339916944503784 849.702392578125 832.9895629882812 None None None 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None +2 2037 0.5337408185005188 849.5941772460938 832.8892211914062 None None None +2 2038 0.5338112115859985 849.6370849609375 832.929931640625 None None None +2 2039 0.5337900519371033 849.6680297851562 832.9615478515625 None None None +2 2040 0.5338353514671326 849.746337890625 833.0383911132812 None None None +2 2041 0.5338662266731262 849.7921752929688 833.0833129882812 None None None +2 2042 0.5337918996810913 849.767822265625 833.061279296875 None None None +2 2043 0.5337573885917664 849.7698974609375 833.0643920898438 None None None +2 2044 0.5337705612182617 849.77880859375 833.0728759765625 None None None +2 2045 0.5337671041488647 849.7476196289062 833.0418090820312 None None None +2 2046 0.5337467789649963 849.6961669921875 832.9910278320312 None None None +2 2047 0.5337190628051758 849.6209106445312 832.9165649414062 None None None +2 2048 0.5337234139442444 849.6580200195312 832.95361328125 None None None +2 2049 0.5337232351303101 849.6099243164062 832.9054565429688 None 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None None None +5 1953 0.4593747854232788 827.8075561523438 813.4278564453125 None None None +5 1954 0.4594024419784546 827.770751953125 813.39013671875 None None None +5 1955 0.4593621790409088 827.8123168945312 813.4330444335938 None None None +5 1956 0.45934027433395386 827.834716796875 813.4561157226562 None None None +5 1957 0.45934852957725525 827.8407592773438 813.4619140625 None None None +5 1958 0.45933234691619873 827.81201171875 813.4336547851562 None None None +5 1959 0.4593355655670166 827.8479614257812 813.469482421875 None None None +5 1960 0.4593481719493866 827.7968139648438 813.41796875 None None None +5 1961 0.45932021737098694 827.849853515625 813.4718627929688 None None None +5 1962 0.4593127965927124 827.8896484375 813.5117797851562 None None None +5 1963 0.4592970311641693 827.9366455078125 813.559326171875 None None None +5 1964 0.4593523442745209 827.9224243164062 813.5433959960938 None None None +5 1965 0.45929351449012756 827.8671264648438 813.4899291992188 None None None +5 1966 0.45926204323768616 827.869384765625 813.4932250976562 None None None +5 1967 0.45929476618766785 827.8610229492188 813.4837646484375 None None None +5 1968 0.45933595299720764 827.809814453125 813.4313354492188 None None None +5 1969 0.4593202769756317 827.8633422851562 813.4853515625 None None None +5 1970 0.4593309462070465 827.8154907226562 813.4371948242188 None None None +5 1971 0.45938700437545776 827.8159790039062 813.4358520507812 None None None +5 1972 0.4594665467739105 827.812255859375 813.4296875 None None None +5 1973 0.45950186252593994 827.8053588867188 813.4217529296875 None None None +5 1974 0.45952457189559937 827.7960205078125 813.4116821289062 None None None +5 1975 0.45953133702278137 827.8582763671875 813.4736328125 None None None +5 1976 0.4595697522163391 827.8525390625 813.4666748046875 None None None +5 1977 0.45951899886131287 827.8380737304688 813.4537963867188 None None None +5 1978 0.45957228541374207 827.849609375 813.463623046875 None None None +5 1979 0.4595731198787689 827.8900146484375 813.5040283203125 None None None +5 1980 0.45956888794898987 827.8580322265625 813.4721069335938 None None None +5 1981 0.45949772000312805 827.8942260742188 813.5105590820312 None None None +5 1982 0.45942607522010803 827.8909301757812 813.5094604492188 None None None +5 1983 0.4594005346298218 827.8910522460938 813.5104370117188 None None None +5 1984 0.45937579870224 827.8264770507812 813.4465942382812 None None None +5 1985 0.45936310291290283 827.81884765625 813.4393920898438 None None None +5 1986 0.45935842394828796 827.8040771484375 813.4248657226562 None None None +5 1987 0.4593479335308075 827.833984375 813.455078125 None None None +5 1988 0.4593696892261505 827.8350830078125 813.4554443359375 None None None +5 1989 0.4594000577926636 827.8935546875 813.5130004882812 None None None +5 1990 0.45937633514404297 827.8817749023438 813.501953125 None None None +5 1991 0.4593687951564789 827.8907470703125 813.5111694335938 None None None +5 1992 0.4593513309955597 827.8948974609375 813.515869140625 None None None +5 1993 0.4593484699726105 827.8861694335938 813.5072631835938 None None None +5 1994 0.4593844711780548 827.8782348632812 813.4982299804688 None None None +5 1995 0.4593926668167114 827.928955078125 813.5487060546875 None None None +5 1996 0.45942628383636475 827.93017578125 813.548828125 None None None +5 1997 0.45946836471557617 827.9801635742188 813.5974731445312 None None None +5 1998 0.4594241976737976 827.9967651367188 813.6154174804688 None None None +5 1999 0.45936617255210876 828.0074462890625 813.6279296875 None None None +5 2000 0.45939114689826965 827.95947265625 813.5791625976562 None None None +5 2001 0.45940619707107544 828.01318359375 813.6323852539062 None None None +5 2002 0.4593622386455536 828.0171508789062 813.6377563476562 None None None +5 2003 0.4593240022659302 828.0567016601562 813.6785888671875 None None None +5 2004 0.4592740833759308 828.0411987304688 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0.4286554455757141 818.9644165039062 805.547119140625 None None None +7 1929 0.4286789298057556 818.9838256835938 805.5657958984375 None None None +7 1930 0.4287075996398926 818.9801635742188 805.561279296875 None None None +7 1931 0.4287116229534149 818.965087890625 805.5460815429688 None None None +7 1932 0.42869454622268677 818.9386596679688 805.5202026367188 None None None +7 1933 0.42868146300315857 818.9996948242188 805.5816040039062 None None None +7 1934 0.428731769323349 819.0270385742188 805.607421875 None None None +7 1935 0.4288240671157837 819.015625 805.5930786132812 None None None +7 1936 0.42880120873451233 818.982421875 805.5606689453125 None None None +7 1937 0.42881035804748535 819.0113525390625 805.5892944335938 None None None +7 1938 0.4287901222705841 819.0162353515625 805.5948486328125 None None None +7 1939 0.42879608273506165 819.0567626953125 805.6351928710938 None None None +7 1940 0.4287964999675751 819.0396118164062 805.6179809570312 None None None +7 1941 0.42874380946159363 819.0494995117188 805.6295776367188 None None None +7 1942 0.4288165271282196 819.061767578125 805.6395874023438 None None None +7 1943 0.4288637340068817 819.0747680664062 805.651123046875 None None None +7 1944 0.4288395643234253 819.1434936523438 805.7206420898438 None None None +7 1945 0.4287906885147095 819.1240844726562 805.7026977539062 None None None +7 1946 0.428786039352417 819.1353149414062 805.714111328125 None None None +7 1947 0.42876285314559937 819.1010131835938 805.6804809570312 None None None +7 1948 0.42878374457359314 819.1400146484375 805.7188720703125 None None None +7 1949 0.4288219213485718 819.1812744140625 805.7589721679688 None None None +7 1950 0.4287782609462738 819.1813354492188 805.7603759765625 None None None +7 1951 0.4287499785423279 819.1326904296875 805.7125854492188 None None None +7 1952 0.4287864565849304 819.12353515625 805.7023315429688 None None None +7 1953 0.42878156900405884 819.1084594726562 805.6873779296875 None None None +7 1954 0.42877858877182007 819.11669921875 805.6957397460938 None None None +7 1955 0.4287432134151459 819.17626953125 805.7564086914062 None None None +7 1956 0.4287077784538269 819.1331787109375 805.7144165039062 None None None +7 1957 0.42870160937309265 819.111572265625 805.6929931640625 None None None +7 1958 0.42874571681022644 819.0509643554688 805.6309814453125 None None None +7 1959 0.4287204444408417 819.0194702148438 805.6002807617188 None None None +7 1960 0.4287053644657135 819.0125732421875 805.5938110351562 None None None +7 1961 0.4287492632865906 818.981689453125 805.5615844726562 None None None +7 1962 0.4287300705909729 818.9324340820312 805.512939453125 None None None +7 1963 0.4286993741989136 818.928955078125 805.5103759765625 None None None +7 1964 0.4286684989929199 818.9397583007812 805.5221557617188 None None None +7 1965 0.4286446273326874 818.9691772460938 805.5523071289062 None None None +7 1966 0.42867621779441833 819.0542602539062 805.6364135742188 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819.1179809570312 805.6917724609375 None None None +7 1993 0.4289947748184204 819.08154296875 805.65380859375 None None None +7 1994 0.42905333638191223 819.0864868164062 805.6569213867188 None None None +7 1995 0.4290209114551544 819.1296997070312 805.7011108398438 None None None +7 1996 0.42902594804763794 819.1640625 805.7352905273438 None None None +7 1997 0.4290221035480499 819.1945190429688 805.7658081054688 None None None +7 1998 0.42902979254722595 819.1604614257812 805.7315673828125 None None None +7 1999 0.42899563908576965 819.1823120117188 805.7544555664062 None None None +7 2000 0.42902258038520813 819.2400512695312 805.8113403320312 None None None +7 2001 0.4290717542171478 819.20947265625 805.7792358398438 None None None +7 2002 0.4291236698627472 819.1964721679688 805.7645874023438 None None None +7 2003 0.4290836453437805 819.2156982421875 805.7850952148438 None None None +7 2004 0.42902010679244995 819.242919921875 805.8142700195312 None None None +7 2005 0.4289960563182831 819.2286987304688 805.8008422851562 None None None +7 2006 0.42898091673851013 819.2161865234375 805.788818359375 None None None +7 2007 0.4290364980697632 819.2144775390625 805.7853393554688 None None None +7 2008 0.4290732741355896 819.1477661132812 805.717529296875 None None None +7 2009 0.42917120456695557 819.1609497070312 805.7276000976562 None None None +7 2010 0.4292179346084595 819.0883178710938 805.6535034179688 None None None +7 2011 0.4291985332965851 819.11181640625 805.6776123046875 None None None +7 2012 0.4291430115699768 819.1046752929688 805.6722412109375 None None None +7 2013 0.4291176497936249 819.1927490234375 805.7611083984375 None None None +7 2014 0.4290481507778168 819.19140625 805.7618408203125 None None None +7 2015 0.42904654145240784 819.2356567382812 805.8062133789062 None None None +7 2016 0.42899319529533386 819.2314453125 805.8037109375 None None None +7 2017 0.4290371239185333 819.22998046875 805.8008422851562 None None None +7 2018 0.4290523827075958 819.2777099609375 805.84814453125 None None None +7 2019 0.4290415644645691 819.2210693359375 805.7918090820312 None None None +7 2020 0.429035484790802 819.2183837890625 805.789306640625 None None None +7 2021 0.4289863109588623 819.2076416015625 805.7800903320312 None None None +7 2022 0.4289582371711731 819.2042846679688 805.7776489257812 None None None +7 2023 0.4289740025997162 819.2340087890625 805.806884765625 None None None +7 2024 0.42893797159194946 819.2359619140625 805.8099975585938 None None None +7 2025 0.4289490580558777 819.1764526367188 805.7501220703125 None None None +7 2026 0.42897626757621765 819.2000122070312 805.7728271484375 None None None +7 2027 0.4290773272514343 819.2601928710938 805.8298950195312 None None None +7 2028 0.42910975217819214 819.2105712890625 805.7792358398438 None None None +7 2029 0.4290653169155121 819.212646484375 805.78271484375 None None None +7 2030 0.42906224727630615 819.2100830078125 805.7802124023438 None None None +7 2031 0.42907407879829407 819.197509765625 805.7672729492188 None None None +7 2032 0.42907801270484924 819.2301635742188 805.7998046875 None None None +7 2033 0.4291060268878937 819.2333984375 805.8021850585938 None None None +7 2034 0.4291069209575653 819.2609252929688 805.8296508789062 None None None +7 2035 0.42909184098243713 819.3687744140625 805.93798828125 None None None +7 2036 0.42906099557876587 819.4302978515625 806.00048828125 None None None +7 2037 0.42907628417015076 819.4219970703125 805.99169921875 None None None +7 2038 0.42912447452545166 819.4533081054688 806.0215454101562 None None None +7 2039 0.42913535237312317 819.4813232421875 806.0491943359375 None None None +7 2040 0.4291057884693146 819.4780883789062 806.0469360351562 None None None +7 2041 0.4291008710861206 819.5607299804688 806.1296997070312 None None None +7 2042 0.4291098415851593 819.5638427734375 806.1325073242188 None None None +7 2043 0.4291423261165619 819.61083984375 806.1785278320312 None 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1886 0.41810527443885803 817.2437744140625 804.1568603515625 None None None +8 1887 0.4180556535720825 817.20068359375 804.1152954101562 None None None +8 1888 0.41799861192703247 817.215087890625 804.131591796875 None None None +8 1889 0.4179553687572479 817.2496337890625 804.16748046875 None None None +8 1890 0.4179089069366455 817.2442626953125 804.16357421875 None None None +8 1891 0.4178790748119354 817.2091064453125 804.1293334960938 None None None +8 1892 0.41788339614868164 817.1814575195312 804.1015014648438 None None None +8 1893 0.4178851246833801 817.1353759765625 804.055419921875 None None None +8 1894 0.417872816324234 817.0610961914062 803.9815673828125 None None None +8 1895 0.4178001582622528 817.0365600585938 803.9592895507812 None None None +8 1896 0.41777727007865906 817.1072998046875 804.03076171875 None None None +8 1897 0.41778549551963806 817.0891723632812 804.012451171875 None None None +8 1898 0.41770660877227783 817.046875 803.9725952148438 None None None +8 1899 0.4176928400993347 817.0729370117188 803.9990844726562 None None None +8 1900 0.41765695810317993 817.1414794921875 804.0687255859375 None None None +8 1901 0.41769978404045105 817.1450805664062 804.0709838867188 None None None +8 1902 0.41764846444129944 817.171630859375 804.0990600585938 None None None +8 1903 0.41763976216316223 817.2227172851562 804.1505126953125 None None None +8 1904 0.41763484477996826 817.2765502929688 804.2044677734375 None None None +8 1905 0.4176133871078491 817.2249145507812 804.1535034179688 None None None +8 1906 0.41762712597846985 817.2374267578125 804.1654663085938 None None None +8 1907 0.41760823130607605 817.1900634765625 804.1187133789062 None None None +8 1908 0.41755515336990356 817.1846313476562 804.1149291992188 None None None +8 1909 0.417521595954895 817.1565551757812 804.0879516601562 None None None +8 1910 0.4174833595752716 817.1228637695312 804.0554809570312 None None None +8 1911 0.4175019860267639 817.1407470703125 804.07275390625 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None None None +8 1925 0.41741058230400085 817.2205200195312 804.1553344726562 None None None +8 1926 0.4174160063266754 817.2936401367188 804.2283325195312 None None None +8 1927 0.4173843562602997 817.3389282226562 804.2745971679688 None None None +8 1928 0.4173651337623596 817.2647094726562 804.2009887695312 None None None +8 1929 0.4173102080821991 817.2071533203125 804.1451416015625 None None None +8 1930 0.4172990322113037 817.1867065429688 804.1250610351562 None None None +8 1931 0.4173682630062103 817.2376708984375 804.1739501953125 None None None +8 1932 0.41736212372779846 817.2549438476562 804.1914672851562 None None None +8 1933 0.41737011075019836 817.2694091796875 804.2056274414062 None None None +8 1934 0.41732800006866455 817.2064208984375 804.14404296875 None None None +8 1935 0.4173702895641327 817.2393798828125 804.1756591796875 None None None +8 1936 0.41739895939826965 817.215576171875 804.1509399414062 None None None +8 1937 0.4173544943332672 817.1980590820312 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0.4180229604244232 817.1866455078125 804.1023559570312 None None None +8 1977 0.4180874824523926 817.2037353515625 804.117431640625 None None None +8 1978 0.4180487096309662 817.2111206054688 804.1260986328125 None None None +8 1979 0.41808614134788513 817.1591186523438 804.0729370117188 None None None +8 1980 0.41806700825691223 817.1914672851562 804.1058959960938 None None None +8 1981 0.41811272501945496 817.1685180664062 804.0814819335938 None None None +8 1982 0.41816607117652893 817.11865234375 804.030029296875 None None None +8 1983 0.4181404113769531 817.1486206054688 804.0607299804688 None None None +8 1984 0.41816434264183044 817.1084594726562 804.0198974609375 None None None +8 1985 0.4181356728076935 817.1117553710938 804.0240478515625 None None None +8 1986 0.41815200448036194 817.1598510742188 804.0715942382812 None None None +8 1987 0.4181217849254608 817.1796264648438 804.0924072265625 None None None +8 1988 0.41814202070236206 817.1588745117188 804.0709838867188 None None None +8 1989 0.41809672117233276 817.1560668945312 804.069580078125 None None None +8 1990 0.41810840368270874 817.1651000976562 804.0782470703125 None None None +8 1991 0.41814616322517395 817.1966552734375 804.1085815429688 None None None +8 1992 0.41818132996559143 817.3014526367188 804.2122802734375 None None None +8 1993 0.41822412610054016 817.2836303710938 804.193115234375 None None None +8 1994 0.41823992133140564 817.2405395507812 804.1495361328125 None None None +8 1995 0.4182514548301697 817.2542114257812 804.1627807617188 None None None +8 1996 0.4182576835155487 817.3016357421875 804.2100219726562 None None None +8 1997 0.4182114601135254 817.2596435546875 804.16943359375 None None None +8 1998 0.41820910573005676 817.2540283203125 804.1639404296875 None None None +8 1999 0.4181869328022003 817.2272338867188 804.1378173828125 None None None +8 2000 0.41828006505966187 817.2044067382812 804.1119995117188 None None None +8 2001 0.41824525594711304 817.18359375 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None None +9 1930 0.4034634828567505 813.8226318359375 801.1936645507812 None None None +9 1931 0.4034729599952698 813.7799682617188 801.150634765625 None None None +9 1932 0.4034842550754547 813.8013305664062 801.1717529296875 None None None +9 1933 0.4035050570964813 813.7882080078125 801.1578979492188 None None None +9 1934 0.403536856174469 813.7734375 801.14208984375 None None None +9 1935 0.40353918075561523 813.7852783203125 801.15380859375 None None None +9 1936 0.4035071134567261 813.75634765625 801.1258544921875 None None None +9 1937 0.40349170565605164 813.7401733398438 801.1102905273438 None None None +9 1938 0.40351220965385437 813.7169799804688 801.08642578125 None None None +9 1939 0.4034850001335144 813.7623901367188 801.1326293945312 None None None +9 1940 0.40362492203712463 813.7986450195312 801.1644897460938 None None None +9 1941 0.40364181995391846 813.8330688476562 801.1983642578125 None None None +9 1942 0.40364956855773926 813.7959594726562 801.1610107421875 None None None +9 1943 0.40367162227630615 813.786865234375 801.1511840820312 None None None +9 1944 0.4037744998931885 813.7883911132812 801.1495361328125 None None None +9 1945 0.403764545917511 813.8432006835938 801.2047119140625 None None None +9 1946 0.40370139479637146 813.8607788085938 801.2241821289062 None None None +9 1947 0.4036487638950348 813.9050903320312 801.2701416015625 None None None +9 1948 0.40365302562713623 813.9066772460938 801.2716064453125 None None None +9 1949 0.40365275740623474 813.8680419921875 801.23291015625 None None None +9 1950 0.40364372730255127 813.8713989257812 801.236572265625 None None None +9 1951 0.4037046432495117 813.8658447265625 801.2291870117188 None None None +9 1952 0.40372729301452637 813.86865234375 801.2313232421875 None None None +9 1953 0.40374380350112915 813.834716796875 801.1968383789062 None None None +9 1954 0.40372347831726074 813.84765625 801.2103881835938 None None None +9 1955 0.4037320911884308 813.8013916015625 801.1638793945312 None None None +9 1956 0.40370631217956543 813.7830200195312 801.1463623046875 None None None +9 1957 0.40366169810295105 813.8369140625 801.20166015625 None None None +9 1958 0.40365520119667053 813.8496704101562 801.2146606445312 None None None +9 1959 0.403632253408432 813.8358764648438 801.2015380859375 None None None +9 1960 0.4036239683628082 813.8341674804688 801.2000732421875 None None None +9 1961 0.4035933017730713 813.7789306640625 801.1458129882812 None None None +9 1962 0.40358102321624756 813.7266845703125 801.0939331054688 None None None +9 1963 0.40360429883003235 813.7315063476562 801.0980834960938 None None None +9 1964 0.40356358885765076 813.7070922851562 801.074951171875 None None None +9 1965 0.40354466438293457 813.8089599609375 801.1774291992188 None None None +9 1966 0.4035481810569763 813.8580322265625 801.2263793945312 None None None +9 1967 0.4035310447216034 813.8646240234375 801.2334594726562 None None None +9 1968 0.40362563729286194 813.8800048828125 801.2459716796875 None None None +9 1969 0.4036335349082947 813.9315795898438 801.2972412109375 None None None +9 1970 0.4035574197769165 813.8679809570312 801.236083984375 None None None +9 1971 0.40359926223754883 813.8690795898438 801.23583984375 None None None +9 1972 0.4035959243774414 813.9144287109375 801.2813720703125 None None None +9 1973 0.40357261896133423 813.8993530273438 801.2670288085938 None None None +9 1974 0.4035601317882538 813.9476928710938 801.3157348632812 None None None +9 1975 0.40355026721954346 813.9720458984375 801.3403930664062 None None None +9 1976 0.4035652279853821 813.9625854492188 801.3305053710938 None None None +9 1977 0.4035770893096924 813.9705810546875 801.3380737304688 None None None +9 1978 0.4035490155220032 813.9423828125 801.3107299804688 None None None +9 1979 0.4035613536834717 813.9100341796875 801.278076171875 None None None +9 1980 0.4035708010196686 813.9686279296875 801.3363647460938 None None None +9 1981 0.4035678803920746 813.9342041015625 801.302001953125 None None None +9 1982 0.4035336673259735 813.9397583007812 801.3086547851562 None None None +9 1983 0.40353384613990784 813.90087890625 801.269775390625 None None None +9 1984 0.4035451412200928 813.8662719726562 801.2348022460938 None None None +9 1985 0.4035096764564514 813.9305419921875 801.3002319335938 None None None +9 1986 0.4035376012325287 813.951171875 801.3199462890625 None None None +9 1987 0.40351176261901855 813.9476928710938 801.3172607421875 None None None +9 1988 0.40360987186431885 813.934814453125 801.30126953125 None None None +9 1989 0.40363582968711853 813.953369140625 801.3190307617188 None None None +9 1990 0.4036427140235901 813.9728393554688 801.3382568359375 None None None +9 1991 0.4036683440208435 814.0316162109375 801.396240234375 None None None +9 1992 0.40366607904434204 813.9912719726562 801.35595703125 None None None +9 1993 0.4037106931209564 814.0006103515625 801.3638305664062 None None None +9 1994 0.4036470353603363 813.96142578125 801.3265991210938 None None None +9 1995 0.403624027967453 813.9937133789062 801.359619140625 None None None +9 1996 0.40360936522483826 813.994873046875 801.3612670898438 None None None +9 1997 0.4036392867565155 813.9306640625 801.2960815429688 None None None +9 1998 0.40368857979774475 813.9633178710938 801.3272094726562 None None None +9 1999 0.4036247134208679 813.9921875 801.358154296875 None None None +9 2000 0.4036369025707245 813.9864501953125 801.3519287109375 None None None +9 2001 0.4036599397659302 814.0010375976562 801.3657836914062 None None None +9 2002 0.40366625785827637 813.9854125976562 801.3499755859375 None None None +9 2003 0.4036247134208679 814.0518798828125 801.417724609375 None None None +9 2004 0.4036817252635956 814.0056762695312 801.3697509765625 None None None +9 2005 0.40367403626441956 813.9965209960938 801.36083984375 None None None +9 2006 0.40369677543640137 813.9561157226562 801.3197021484375 None None None +9 2007 0.40368902683258057 813.9757080078125 801.3395385742188 None None None +9 2008 0.40372776985168457 813.9575805664062 801.3201904296875 None None None +9 2009 0.40372925996780396 813.9572143554688 801.3197631835938 None None None +9 2010 0.4036823511123657 813.9337158203125 801.2976684570312 None None None +9 2011 0.40366214513778687 813.9388427734375 801.3034057617188 None None None +9 2012 0.40369918942451477 813.9798583984375 801.34326171875 None None None +9 2013 0.40368688106536865 813.975830078125 801.339599609375 None None None +9 2014 0.4037014842033386 813.9851684570312 801.3485107421875 None None None +9 2015 0.4036766588687897 813.9655151367188 801.3296508789062 None None None +9 2016 0.40369608998298645 813.996337890625 801.35986328125 None None None +9 2017 0.40368086099624634 814.0105590820312 801.3746337890625 None None None +9 2018 0.40364620089530945 814.0361328125 801.4013061523438 None None None +9 2019 0.40363582968711853 814.0405883789062 801.4060668945312 None None None +9 2020 0.4036402106285095 814.0962524414062 801.4616088867188 None None None +9 2021 0.40368524193763733 814.1023559570312 801.46630859375 None None None +9 2022 0.40365272760391235 814.0925903320312 801.4575805664062 None None None +9 2023 0.40357837080955505 814.0775756835938 801.4448852539062 None None None +9 2024 0.40360575914382935 814.082275390625 801.44873046875 None None None +9 2025 0.4035916030406952 814.0948486328125 801.4617919921875 None None None +9 2026 0.40359926223754883 814.1044921875 801.4711303710938 None None None +9 2027 0.40358448028564453 814.068359375 801.4354248046875 None None None +9 2028 0.4035722017288208 814.0963745117188 801.4638671875 None None None +9 2029 0.40355151891708374 814.0735473632812 801.441650390625 None None None +9 2030 0.40348273515701294 814.0904541015625 801.460693359375 None None None +9 2031 0.4034461975097656 814.061279296875 801.4326782226562 None None None +9 2032 0.403464674949646 814.017822265625 801.3885498046875 None None None +9 2033 0.403525710105896 814.0250854492188 801.3939208984375 None None None +9 2034 0.40352967381477356 814.056396484375 801.4251098632812 None None None +9 2035 0.40358927845954895 814.0653076171875 801.43212890625 None None None +9 2036 0.40361881256103516 814.15234375 801.5182495117188 None None None +9 2037 0.40363043546676636 814.1376342773438 801.503173828125 None None None +9 2038 0.4036855697631836 814.1660766601562 801.5299072265625 None None None +9 2039 0.40370234847068787 814.22412109375 801.5874633789062 None None None +9 2040 0.40385547280311584 814.27197265625 801.6304931640625 None None None +9 2041 0.4038622975349426 814.2254028320312 801.583740234375 None None None +9 2042 0.4038475751876831 814.1951904296875 801.553955078125 None None None +9 2043 0.4039604663848877 814.174072265625 801.5293579101562 None None None +9 2044 0.40396109223365784 814.1463012695312 801.5015869140625 None None None +9 2045 0.4040507376194 814.1185302734375 801.4710083007812 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0.40425196290016174 813.9723510742188 801.3184204101562 None None None +9 2098 0.4042806625366211 814.0704345703125 801.4156494140625 None None None +9 2099 0.4043099582195282 814.035400390625 801.3796997070312 None None None +9 2100 0.4042748212814331 814.0443725585938 801.3898315429688 None None None +9 2101 0.40425926446914673 814.048828125 801.394775390625 None None None +9 2102 0.40428802371025085 814.0316162109375 801.3766479492188 None None None +9 2103 0.4042905569076538 814.0243530273438 801.369384765625 None None None +9 2104 0.4042937457561493 813.9589233398438 801.3038330078125 None None None +9 2105 0.4043130576610565 813.9854125976562 801.3297119140625 None None None +9 2106 0.4043789207935333 813.9786987304688 801.3209228515625 None None None +9 2107 0.4043373763561249 813.9391479492188 801.2826538085938 None None None +9 2108 0.40442124009132385 814.0126953125 801.3536376953125 None None None +9 2109 0.404422789812088 814.0781860351562 801.4190063476562 None None None 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None None None +10 1851 0.39823877811431885 813.3363037109375 800.8711547851562 None None None +10 1852 0.3982584476470947 813.335693359375 800.8699340820312 None None None +10 1853 0.39828062057495117 813.3245239257812 800.8580932617188 None None None +10 1854 0.3983089029788971 813.2818603515625 800.8146362304688 None None None +10 1855 0.3982838988304138 813.3154907226562 800.8489379882812 None None None +10 1856 0.39831751585006714 813.3790283203125 800.9114990234375 None None None +10 1857 0.3982800543308258 813.35107421875 800.8847045898438 None None None +10 1858 0.39826706051826477 813.288330078125 800.8223876953125 None None None +10 1859 0.3982596695423126 813.3167724609375 800.85107421875 None None None +10 1860 0.3982105255126953 813.3869018554688 800.9227905273438 None None None +10 1861 0.39821624755859375 813.3980102539062 800.9337768554688 None None None +10 1862 0.39825767278671265 813.4186401367188 800.9530639648438 None None None +10 1863 0.3982340395450592 813.38427734375 800.9193725585938 None None None +10 1864 0.39819416403770447 813.3572387695312 800.8936157226562 None None None +10 1865 0.3981721103191376 813.441162109375 800.978271484375 None None None +10 1866 0.3981485962867737 813.4208374023438 800.9586181640625 None None None +10 1867 0.39824607968330383 813.4155883789062 800.9503784179688 None None None +10 1868 0.3982914686203003 813.4006958007812 800.93408203125 None None None +10 1869 0.3983120024204254 813.4349975585938 800.9677124023438 None None None +10 1870 0.39827960729599 813.4127197265625 800.9464721679688 None None None +10 1871 0.3982408046722412 813.3743286132812 800.9093627929688 None None None +10 1872 0.39821362495422363 813.3671264648438 800.9030151367188 None None None +10 1873 0.3982172906398773 813.3153076171875 800.8511352539062 None None None +10 1874 0.39822274446487427 813.3167724609375 800.8524169921875 None None None +10 1875 0.39825230836868286 813.3104248046875 800.8451538085938 None None None +10 1876 0.3982192575931549 813.3005981445312 800.8363647460938 None None None +10 1877 0.3982278108596802 813.3318481445312 800.867431640625 None None None +10 1878 0.39824458956718445 813.302001953125 800.8370361328125 None None None +10 1879 0.39819231629371643 813.2885131835938 800.8251342773438 None None None +10 1880 0.39820849895477295 813.2947387695312 800.8308715820312 None None None +10 1881 0.3982529044151306 813.2776489257812 800.8123779296875 None None None +10 1882 0.39833182096481323 813.3150024414062 800.8472290039062 None None None +10 1883 0.39832332730293274 813.2674560546875 800.7999267578125 None None None +10 1884 0.39827975630760193 813.2713623046875 800.80517578125 None None None +10 1885 0.39820975065231323 813.3309326171875 800.8668823242188 None None None +10 1886 0.39824211597442627 813.3429565429688 800.8779296875 None None None +10 1887 0.39828571677207947 813.2890014648438 800.8226318359375 None None None +10 1888 0.39825761318206787 813.3671875 800.9016723632812 None None None +10 1889 0.39826202392578125 813.3814697265625 800.9158325195312 None None None +10 1890 0.39831188321113586 813.3421020507812 800.8748779296875 None None None +10 1891 0.39828240871429443 813.3570556640625 800.8908081054688 None None None +10 1892 0.39835867285728455 813.3382568359375 800.86962890625 None None None +10 1893 0.3983519971370697 813.3333129882812 800.8648071289062 None None None +10 1894 0.398409903049469 813.2735595703125 800.80322265625 None None None +10 1895 0.3984953463077545 813.2824096679688 800.8094482421875 None None None +10 1896 0.3984975814819336 813.2872924804688 800.814208984375 None None None +10 1897 0.3985734283924103 813.2988891601562 800.8234252929688 None None None +10 1898 0.39855965971946716 813.24853515625 800.7734985351562 None None None +10 1899 0.39854174852371216 813.2046508789062 800.7301635742188 None None None +10 1900 0.3984946608543396 813.2222290039062 800.749267578125 None None None +10 1901 0.39844971895217896 813.2337036132812 800.7621459960938 None None None +10 1902 0.39862576127052307 813.1793823242188 800.7023315429688 None None None +10 1903 0.39860162138938904 813.1746826171875 800.6983642578125 None None None +10 1904 0.3986271023750305 813.1124877929688 800.6354370117188 None None None +10 1905 0.3986734449863434 813.1473388671875 800.6688842773438 None None None +10 1906 0.39868730306625366 813.1433715820312 800.6644897460938 None None None +10 1907 0.39868780970573425 813.1764526367188 800.697509765625 None None None +10 1908 0.39861828088760376 813.2507934570312 800.77392578125 None None None +10 1909 0.3985963463783264 813.27197265625 800.7958374023438 None None None +10 1910 0.39865273237228394 813.3143310546875 800.8364868164062 None None None +10 1911 0.39864489436149597 813.3262329101562 800.8485717773438 None None None +10 1912 0.3986033499240875 813.340576171875 800.8641967773438 None None None +10 1913 0.3986034095287323 813.3305053710938 800.8541870117188 None None None +10 1914 0.39855167269706726 813.3827514648438 800.9080200195312 None None None +10 1915 0.39859235286712646 813.4642944335938 800.98828125 None None None +10 1916 0.39860135316848755 813.4434204101562 800.9671630859375 None None None +10 1917 0.3986518085002899 813.484375 801.0065307617188 None None None +10 1918 0.39867445826530457 813.5042724609375 801.0256958007812 None None None +10 1919 0.398672878742218 813.4766235351562 800.9981079101562 None None None +10 1920 0.39870917797088623 813.4068603515625 800.9271850585938 None None None +10 1921 0.39864927530288696 813.412841796875 800.9351196289062 None None None +10 1922 0.39864906668663025 813.4094848632812 800.9317626953125 None None None +10 1923 0.398692786693573 813.4265747070312 800.947509765625 None None None +10 1924 0.3986983895301819 813.44873046875 800.9694213867188 None None None +10 1925 0.3988519310951233 813.3914184570312 800.9073486328125 None None None +10 1926 0.3988020718097687 813.4110107421875 800.928466796875 None None None +10 1927 0.3988129794597626 813.406494140625 800.9236450195312 None None None +10 1928 0.39876091480255127 813.3897705078125 800.9085693359375 None None None +10 1929 0.39870914816856384 813.4468383789062 800.9672241210938 None None None +10 1930 0.3987204134464264 813.4307250976562 800.9508056640625 None None None +10 1931 0.39874017238616943 813.4220581054688 800.9415283203125 None None None +10 1932 0.3988082706928253 813.3890380859375 800.9063720703125 None None None +10 1933 0.39880916476249695 813.341796875 800.8590698242188 None None None +10 1934 0.39881616830825806 813.2914428710938 800.8085327148438 None None None +10 1935 0.3988434970378876 813.3126831054688 800.8289184570312 None None None +10 1936 0.3988119661808014 813.3158569335938 800.8331298828125 None None None +10 1937 0.39879125356674194 813.3117065429688 800.82958984375 None None None +10 1938 0.3988068699836731 813.3272094726562 800.8446044921875 None None None +10 1939 0.39882028102874756 813.3516845703125 800.86865234375 None None None +10 1940 0.3988017141819 813.3641967773438 800.8817749023438 None None None +10 1941 0.39876943826675415 813.3882446289062 800.9068603515625 None None None +10 1942 0.398792028427124 813.3886108398438 800.9064331054688 None None None +10 1943 0.3987557590007782 813.4338989257812 800.952880859375 None None None +10 1944 0.39883553981781006 813.4365844726562 800.9530639648438 None None None +10 1945 0.3988563120365143 813.4505004882812 800.9663696289062 None None None +10 1946 0.3989008069038391 813.4048461914062 800.9193115234375 None None None +10 1947 0.3988769054412842 813.41015625 800.9253540039062 None None None +10 1948 0.3988017737865448 813.4584350585938 800.9760131835938 None None None +10 1949 0.39883509278297424 813.4965209960938 801.012939453125 None None None +10 1950 0.39885997772216797 813.4615478515625 800.977294921875 None None None +10 1951 0.39884376525878906 813.4168701171875 800.93310546875 None None None +10 1952 0.3988255560398102 813.3786010742188 800.8953247070312 None None None +10 1953 0.39884963631629944 813.39697265625 800.9129638671875 None None None +10 1954 0.3988370895385742 813.4310913085938 800.9474487304688 None None None +10 1955 0.3988321125507355 813.408203125 800.9246826171875 None None None +10 1956 0.39881351590156555 813.37255859375 800.8896484375 None None None +10 1957 0.3988707363605499 813.4498291015625 800.965087890625 None None None +10 1958 0.3988420367240906 813.4611206054688 800.9772338867188 None None None +10 1959 0.39883992075920105 813.4493408203125 800.9655151367188 None None None +10 1960 0.39881426095962524 813.44970703125 800.9667358398438 None None None +10 1961 0.39875733852386475 813.3560180664062 800.8748168945312 None None None +10 1962 0.39876291155815125 813.3575439453125 800.8761596679688 None None None +10 1963 0.39883625507354736 813.3482666015625 800.8645629882812 None None None +10 1964 0.3988703489303589 813.31494140625 800.8302001953125 None None None +10 1965 0.39887550473213196 813.2882690429688 800.8033447265625 None None None +10 1966 0.39887383580207825 813.2659301757812 800.7810668945312 None None None +10 1967 0.3988683819770813 813.2769165039062 800.792236328125 None None None +10 1968 0.3988891839981079 813.2188110351562 800.7334594726562 None None None +10 1969 0.3989308476448059 813.2369995117188 800.7503051757812 None None None +10 1970 0.3989618718624115 813.2333984375 800.7457275390625 None None None +10 1971 0.39898306131362915 813.2794799804688 800.7911987304688 None None None +10 1972 0.39903607964515686 813.2684326171875 800.7785034179688 None None None +10 1973 0.3990352153778076 813.242919921875 800.7529296875 None None None +10 1974 0.39902636408805847 813.3148803710938 800.8252563476562 None None None +10 1975 0.39895081520080566 813.2861938476562 800.7989501953125 None None None +10 1976 0.39900606870651245 813.3089599609375 800.820068359375 None None None +10 1977 0.3990277349948883 813.290771484375 800.8011474609375 None None None +10 1978 0.3990035951137543 813.2493286132812 800.7605590820312 None None None +10 1979 0.39898431301116943 813.3274536132812 800.8392333984375 None None None +10 1980 0.39904776215553284 813.340087890625 800.849853515625 None None None +10 1981 0.3990813195705414 813.3336791992188 800.8424682617188 None None None +10 1982 0.3990248739719391 813.3157348632812 800.8262939453125 None None None +10 1983 0.39895889163017273 813.31396484375 800.8265380859375 None None None +10 1984 0.3989794850349426 813.36279296875 800.874755859375 None None None +10 1985 0.3989560306072235 813.3346557617188 800.8473510742188 None None None +10 1986 0.3989555239677429 813.3018188476562 800.8145751953125 None None None +10 1987 0.3989664614200592 813.25537109375 800.7677612304688 None None None +10 1988 0.39895254373550415 813.278564453125 800.7913818359375 None None None +10 1989 0.3989182710647583 813.21337890625 800.7272338867188 None None None +10 1990 0.39891374111175537 813.2289428710938 800.742919921875 None None None +10 1991 0.3988772928714752 813.2717895507812 800.786865234375 None None None +10 1992 0.3988778591156006 813.2723388671875 800.7874145507812 None None None +10 1993 0.39882513880729675 813.2481079101562 800.764892578125 None None None +10 1994 0.3988941013813019 813.2205810546875 800.7351684570312 None None None +10 1995 0.3989495635032654 813.1658325195312 800.6786499023438 None None None +10 1996 0.39901110529899597 813.1524658203125 800.663330078125 None None None +10 1997 0.39901718497276306 813.1217041015625 800.6324462890625 None None None +10 1998 0.3990502655506134 813.128662109375 800.638427734375 None None None +10 1999 0.39911535382270813 813.1195678710938 800.6272583007812 None None None +10 2000 0.3990553021430969 813.1453247070312 800.6549072265625 None None None +10 2001 0.399036169052124 813.14404296875 800.6541748046875 None None None +10 2002 0.39901429414749146 813.1617431640625 800.672607421875 None None None +10 2003 0.3990606367588043 813.1970825195312 800.7064819335938 None None None +10 2004 0.399034321308136 813.1638793945312 800.674072265625 None None None +10 2005 0.399025559425354 813.1619873046875 800.6724243164062 None None None +10 2006 0.3990311622619629 813.1866455078125 800.6968994140625 None None None +10 2007 0.39906594157218933 813.2269287109375 800.736083984375 None None None +10 2008 0.3990989625453949 813.1795043945312 800.6875610351562 None None None +10 2009 0.3990596532821655 813.1574096679688 800.666748046875 None None None +10 2010 0.3990503251552582 813.1249389648438 800.634521484375 None None None +10 2011 0.3990743160247803 813.1882934570312 800.6971435546875 None None None +10 2012 0.39908283948898315 813.1670532226562 800.6757202148438 None None None +10 2013 0.399109423160553 813.1778564453125 800.6856689453125 None None None +10 2014 0.39912542700767517 813.1976928710938 800.7050170898438 None None None +10 2015 0.3990902900695801 813.2211303710938 800.7295532226562 None None None +10 2016 0.39913326501846313 813.2311401367188 800.73828125 None None None +10 2017 0.3991744816303253 813.1926879882812 800.6985473632812 None None None +10 2018 0.39910051226615906 813.1288452148438 800.6370239257812 None None None +10 2019 0.39916616678237915 813.16455078125 800.6707153320312 None None None +10 2020 0.3991542458534241 813.1528930664062 800.6593627929688 None None None +10 2021 0.39912328124046326 813.1024780273438 800.60986328125 None None None +10 2022 0.39905864000320435 813.0895385742188 800.5989379882812 None None None +10 2023 0.3990648090839386 813.0628051757812 800.572021484375 None None None +10 2024 0.3990767300128937 813.0562133789062 800.5650024414062 None None None +10 2025 0.3990815281867981 813.0226440429688 800.5313720703125 None None None +10 2026 0.3990522623062134 813.0269165039062 800.5364990234375 None None None +10 2027 0.39908114075660706 813.0394897460938 800.5481567382812 None None None +10 2028 0.3990580439567566 813.002197265625 800.5115966796875 None None None +10 2029 0.39903542399406433 812.99365234375 800.5038452148438 None None None +10 2030 0.3989882171154022 812.9845581054688 800.4962158203125 None None None +10 2031 0.39900991320610046 812.9330444335938 800.4439697265625 None None None +10 2032 0.39904817938804626 812.9273681640625 800.4371337890625 None None None +10 2033 0.3989919424057007 812.9447631835938 800.4562377929688 None None None +10 2034 0.3989578187465668 812.9590454101562 800.4715576171875 None None None +10 2035 0.3989412486553192 813.0123901367188 800.5254516601562 None None None +10 2036 0.39902597665786743 813.000244140625 800.5106201171875 None None None +10 2037 0.3991282284259796 812.9988403320312 800.5059814453125 None None None +10 2038 0.39918723702430725 813.0557861328125 800.5610961914062 None None None +10 2039 0.39921945333480835 813.0232543945312 800.5274658203125 None None None +10 2040 0.39918383955955505 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0.38125327229499817 807.4839477539062 795.5504150390625 None None None +12 1850 0.3812689185142517 807.4688720703125 795.5347900390625 None None None +12 1851 0.3812529146671295 807.4579467773438 795.5243530273438 None None None +12 1852 0.3812721371650696 807.447509765625 795.5133666992188 None None None +12 1853 0.3812516927719116 807.4821166992188 795.548583984375 None None None +12 1854 0.3812585473060608 807.4199829101562 795.4862670898438 None None None +12 1855 0.38126131892204285 807.396484375 795.4625854492188 None None None +12 1856 0.38122454285621643 807.3934326171875 795.460693359375 None None None +12 1857 0.38121721148490906 807.3807983398438 795.4483032226562 None None None +12 1858 0.38126039505004883 807.3831787109375 795.4493408203125 None None None +12 1859 0.3812420964241028 807.375244140625 795.4419555664062 None None None +12 1860 0.38122662901878357 807.3025512695312 795.3698120117188 None None None +12 1861 0.38127613067626953 807.2745361328125 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0.38110464811325073 807.1614379882812 795.2325439453125 None None None +12 1875 0.38104620575904846 807.2416381835938 795.3145751953125 None None None +12 1876 0.3810001611709595 807.1571044921875 795.2315063476562 None None None +12 1877 0.38100409507751465 807.1145629882812 795.1887817382812 None None None +12 1878 0.38098159432411194 807.1226806640625 795.1975708007812 None None None +12 1879 0.3809701204299927 807.0679931640625 795.143310546875 None None None +12 1880 0.38098636269569397 807.0420532226562 795.1168212890625 None None None +12 1881 0.3810163140296936 807.0671997070312 795.1409912109375 None None None +12 1882 0.38106802105903625 807.0596923828125 795.1318359375 None None None +12 1883 0.38103726506233215 807.0845336914062 795.1576538085938 None None None +12 1884 0.38098177313804626 807.08837890625 795.1632690429688 None None None +12 1885 0.3809521794319153 807.0679931640625 795.143798828125 None None None +12 1886 0.38100799918174744 807.0831909179688 795.1573486328125 None None None +12 1887 0.3810669481754303 807.1024780273438 795.1748046875 None None None +12 1888 0.38102900981903076 807.0828247070312 795.1563110351562 None None None +12 1889 0.3809737265110016 807.0956420898438 795.1708374023438 None None None +12 1890 0.38105735182762146 807.1267700195312 795.1994018554688 None None None +12 1891 0.38103482127189636 807.1083984375 795.1817016601562 None None None +12 1892 0.38098806142807007 807.101806640625 795.1765747070312 None None None +12 1893 0.3809402287006378 807.0963134765625 795.172607421875 None None None +12 1894 0.38094252347946167 807.1168823242188 795.1931762695312 None None None +12 1895 0.3809525966644287 807.1123657226562 795.1882934570312 None None None +12 1896 0.3809596002101898 807.1389770507812 795.2147216796875 None None None +12 1897 0.38093888759613037 807.1359252929688 795.2122802734375 None None None +12 1898 0.3811226487159729 807.190673828125 795.2612915039062 None None None +12 1899 0.3810618817806244 807.1691284179688 795.2415771484375 None None None +12 1900 0.3810482323169708 807.11669921875 795.1895751953125 None None None +12 1901 0.3810455799102783 807.1041259765625 795.1770629882812 None None None +12 1902 0.3809971511363983 807.1275634765625 795.2020874023438 None None None +12 1903 0.380966454744339 807.1187744140625 795.1942138671875 None None None +12 1904 0.38095948100090027 807.1395263671875 795.215087890625 None None None +12 1905 0.3809143304824829 807.0821533203125 795.1591796875 None None None +12 1906 0.3808819353580475 807.062255859375 795.1402587890625 None None None +12 1907 0.3808404207229614 807.0801391601562 795.159423828125 None None None +12 1908 0.3808650076389313 807.0680541992188 795.1465454101562 None None None +12 1909 0.3808479905128479 807.0652465820312 795.144287109375 None None None +12 1910 0.3807920515537262 807.0936279296875 795.1743774414062 None None None +12 1911 0.3807693123817444 807.1289672851562 795.2105102539062 None None None +12 1912 0.38072946667671204 807.1253051757812 795.2080688476562 None None None +12 1913 0.3806987404823303 807.1232299804688 795.2069091796875 None None None +12 1914 0.3806762993335724 807.1231079101562 795.2074584960938 None None None +12 1915 0.3806779980659485 807.1090698242188 795.193359375 None None None +12 1916 0.38060635328292847 807.1209106445312 795.2074584960938 None None None +12 1917 0.38065001368522644 807.097412109375 795.1826171875 None None None +12 1918 0.380612850189209 807.0958251953125 795.1821899414062 None None None +12 1919 0.38058578968048096 807.102294921875 795.1895141601562 None None None +12 1920 0.3805939853191376 807.0444946289062 795.1315307617188 None None None +12 1921 0.38054659962654114 807.0488891601562 795.137451171875 None None None +12 1922 0.3805221915245056 807.0038452148438 795.0930786132812 None None None +12 1923 0.38050907850265503 807.0020141601562 795.0916748046875 None None None +12 1924 0.38050559163093567 806.9935913085938 795.0834350585938 None None None +12 1925 0.3804759383201599 807.0081787109375 795.0989379882812 None None None +12 1926 0.3804195821285248 807.035888671875 795.1283569335938 None None None +12 1927 0.38038763403892517 806.9917602539062 795.0852661132812 None None None +12 1928 0.380391389131546 806.9840698242188 795.0774536132812 None None None +12 1929 0.38048413395881653 806.93896484375 795.0294799804688 None None None +12 1930 0.38046523928642273 806.92236328125 795.013427734375 None None None +12 1931 0.3804428279399872 806.8931884765625 794.9849853515625 None None None +12 1932 0.3804335296154022 806.8972778320312 794.9893188476562 None None None +12 1933 0.38041359186172485 806.8675537109375 794.9601440429688 None None None +12 1934 0.3804488480091095 806.8946533203125 794.9862060546875 None None None +12 1935 0.3804147243499756 806.9109497070312 795.0035400390625 None None None +12 1936 0.38038673996925354 806.9541015625 795.047607421875 None None None +12 1937 0.3803638517856598 806.9696655273438 795.0639038085938 None None None +12 1938 0.380309134721756 806.9201049804688 795.0160522460938 None None None +12 1939 0.38030704855918884 806.9370727539062 795.0330200195312 None None None +12 1940 0.380272775888443 806.9599609375 795.0570068359375 None None None +12 1941 0.3802552819252014 807.0078735351562 795.1054077148438 None None None +12 1942 0.3802538216114044 807.0289306640625 795.1265258789062 None None None +12 1943 0.38023191690444946 806.9869995117188 795.0853271484375 None None None +12 1944 0.3802197277545929 806.9887084960938 795.0874633789062 None None None +12 1945 0.3802126944065094 807.0032958984375 795.102294921875 None None None +12 1946 0.3802018165588379 806.999267578125 795.0986328125 None None None +12 1947 0.38014504313468933 807.0083618164062 795.1094970703125 None None None +12 1948 0.3801584541797638 806.9849853515625 795.0856323242188 None None None +12 1949 0.38014090061187744 807.0478515625 795.1490478515625 None None None +12 1950 0.380161851644516 807.1181640625 795.2186889648438 None None None +12 1951 0.3801189959049225 807.1348876953125 795.2367553710938 None None None +12 1952 0.38013893365859985 807.1168823242188 795.2181396484375 None None None +12 1953 0.3802056610584259 807.1369018554688 795.236083984375 None None None +12 1954 0.38014689087867737 807.1549072265625 795.2559814453125 None None None +12 1955 0.3800971508026123 807.1376342773438 795.2402954101562 None None None +12 1956 0.3800751566886902 807.15185546875 795.255126953125 None None None +12 1957 0.3800167441368103 807.1936645507812 795.298828125 None None None +12 1958 0.37997519969940186 807.1478271484375 795.2543334960938 None None None +12 1959 0.37998074293136597 807.17578125 795.2821044921875 None None None +12 1960 0.37994036078453064 807.1779174804688 795.2855224609375 None None None +12 1961 0.3799237608909607 807.223388671875 795.33154296875 None None None +12 1962 0.3798733353614807 807.21875 795.3284912109375 None None None +12 1963 0.37980395555496216 807.2288818359375 795.3408203125 None None None +12 1964 0.3798370063304901 807.2626342773438 795.3734741210938 None None None +12 1965 0.37981116771698 807.2593383789062 795.3710327148438 None None None +12 1966 0.37977251410484314 807.2389526367188 795.3518676757812 None None None +12 1967 0.3797968029975891 807.255859375 795.367919921875 None None None +12 1968 0.37972718477249146 807.2232055664062 795.3374633789062 None None None +12 1969 0.37974199652671814 807.228271484375 795.342041015625 None None None +12 1970 0.379783570766449 807.2449951171875 795.3574829101562 None None None +12 1971 0.37974458932876587 807.2999267578125 795.4136352539062 None None None +12 1972 0.37972918152809143 807.2130737304688 795.3273315429688 None None None +12 1973 0.3796974718570709 807.18017578125 795.29541015625 None None None +12 1974 0.3796505033969879 807.1443481445312 795.2611083984375 None None None +12 1975 0.37961557507514954 807.0908813476562 795.2086791992188 None None None +12 1976 0.3796198070049286 807.0692749023438 795.1869506835938 None None None +12 1977 0.37959879636764526 807.0911254882812 795.20947265625 None None None +12 1978 0.37955954670906067 807.0855712890625 795.205078125 None None None +12 1979 0.3796393871307373 807.0535278320312 795.1705322265625 None None None +12 1980 0.3796001076698303 807.0336303710938 795.1519165039062 None None None +12 1981 0.3795677423477173 807.06982421875 795.1890869140625 None None None +12 1982 0.37951698899269104 807.11328125 795.234130859375 None None None +12 1983 0.37944296002388 807.082275390625 795.2054443359375 None None None +12 1984 0.379462331533432 807.0296630859375 795.1522827148438 None None None +12 1985 0.3794253468513489 806.985107421875 795.10888671875 None None None +12 1986 0.3793885111808777 807.0200805664062 795.1449584960938 None None None +12 1987 0.37945443391799927 807.0062255859375 795.1290283203125 None None None +12 1988 0.3795080780982971 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0.37950462102890015 807.0305786132812 795.1516723632812 None None None +12 2002 0.37950772047042847 807.0279541015625 795.1489868164062 None None None +12 2003 0.3795033395290375 807.0678100585938 795.1890258789062 None None None +12 2004 0.37943994998931885 807.0747680664062 795.1979370117188 None None None +12 2005 0.37944748997688293 807.08740234375 795.2103881835938 None None None +12 2006 0.37947195768356323 807.046630859375 795.1687622070312 None None None +12 2007 0.3794431686401367 807.0152587890625 795.1383056640625 None None None +12 2008 0.3794749677181244 807.0319213867188 795.1539916992188 None None None +12 2009 0.37951037287712097 807.0291748046875 795.150146484375 None None None +12 2010 0.3794935643672943 807.0407104492188 795.1621704101562 None None None +12 2011 0.37945300340652466 807.0911254882812 795.2138671875 None None None +12 2012 0.3794160485267639 807.07861328125 795.2024536132812 None None None +12 2013 0.3794128894805908 807.0695190429688 795.1934204101562 None None None +12 2014 0.3794409930706024 807.0806884765625 795.2037353515625 None None None +12 2015 0.3794344663619995 807.0719604492188 795.1951904296875 None None None +12 2016 0.37943336367607117 807.094970703125 795.2182006835938 None None None +12 2017 0.37939855456352234 807.1129150390625 795.2372436523438 None None None +12 2018 0.3793478012084961 807.1448364257812 795.2706909179688 None None None +12 2019 0.3793445825576782 807.122802734375 795.2487182617188 None None None +12 2020 0.37931880354881287 807.0872192382812 795.2139282226562 None None None +12 2021 0.37931790947914124 807.1253662109375 795.252197265625 None None None +12 2022 0.3792785108089447 807.1603393554688 795.2883911132812 None None None +12 2023 0.3792477250099182 807.1024169921875 795.2313842773438 None None None +12 2024 0.3792296350002289 807.0717163085938 795.2012329101562 None None None +12 2025 0.37924879789352417 807.1399536132812 795.2688598632812 None None None +12 2026 0.3792652487754822 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0.369441419839859 807.312255859375 795.7491455078125 None None None +13 1915 0.36944207549095154 807.2814331054688 795.7183227539062 None None None +13 1916 0.36952707171440125 807.2698974609375 795.7041015625 None None None +13 1917 0.3694815933704376 807.23583984375 795.6714477539062 None None None +13 1918 0.36946627497673035 807.2003784179688 795.636474609375 None None None +13 1919 0.36953476071357727 807.1787719726562 795.6126708984375 None None None +13 1920 0.3695586025714874 807.1350708007812 795.5682373046875 None None None +13 1921 0.3696035146713257 807.1703491210938 795.60205078125 None None None +13 1922 0.36962464451789856 807.191650390625 795.6226806640625 None None None +13 1923 0.36958006024360657 807.171630859375 795.6040649414062 None None None +13 1924 0.3696126341819763 807.2100830078125 795.6414794921875 None None None +13 1925 0.3696988523006439 807.26318359375 795.69189453125 None None None +13 1926 0.3697119951248169 807.2864379882812 795.7147827148438 None None None +13 1927 0.3696782886981964 807.2699584960938 795.6993408203125 None None None +13 1928 0.3696655333042145 807.2760620117188 795.705810546875 None None None +13 1929 0.36967015266418457 807.299560546875 795.7291259765625 None None None +13 1930 0.3696795701980591 807.3593139648438 795.7886352539062 None None None +13 1931 0.3696267008781433 807.3743896484375 795.8053588867188 None None None +13 1932 0.36967945098876953 807.3751831054688 795.8045043945312 None None None +13 1933 0.36972635984420776 807.44091796875 795.8687744140625 None None None +13 1934 0.36971861124038696 807.4776000976562 795.90576171875 None None None +13 1935 0.3696688711643219 807.49072265625 795.9204711914062 None None None +13 1936 0.3696072995662689 807.4949951171875 795.9266357421875 None None None +13 1937 0.3696194887161255 807.4735717773438 795.90478515625 None None None +13 1938 0.3696436583995819 807.4561157226562 795.8865356445312 None None None +13 1939 0.36968994140625 807.4714965820312 795.9005126953125 None None None +13 1940 0.36970043182373047 807.4465942382812 795.875244140625 None None None +13 1941 0.3697687089443207 807.4136352539062 795.8401489257812 None None None +13 1942 0.3697170317173004 807.478515625 795.9066772460938 None None None +13 1943 0.36975350975990295 807.5054931640625 795.9324951171875 None None None +13 1944 0.3697228729724884 807.4742431640625 795.9021606445312 None None None +13 1945 0.3697673976421356 807.5146484375 795.941162109375 None None None +13 1946 0.36975789070129395 807.541015625 795.9678344726562 None None None +13 1947 0.3698228597640991 807.5385131835938 795.9633178710938 None None None +13 1948 0.36986759305000305 807.6365966796875 796.06005859375 None None None +13 1949 0.3698720633983612 807.6218872070312 796.0451049804688 None None None +13 1950 0.3699178695678711 807.6328735351562 796.0546875 None None None +13 1951 0.3699430823326111 807.7301635742188 796.1511840820312 None None None +13 1952 0.36995917558670044 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1965 0.3699694871902466 807.7262573242188 796.1463623046875 None None None +13 1966 0.3699440360069275 807.7482299804688 796.1691284179688 None None None +13 1967 0.36994001269340515 807.7918090820312 796.2128295898438 None None None +13 1968 0.3699212670326233 807.807861328125 796.2294921875 None None None +13 1969 0.36990755796432495 807.7653198242188 796.1874389648438 None None None +13 1970 0.3698694407939911 807.6759033203125 796.0992431640625 None None None +13 1971 0.36987656354904175 807.6504516601562 796.0736083984375 None None None +13 1972 0.3699609637260437 807.6926879882812 796.1131591796875 None None None +13 1973 0.3699153661727905 807.6489868164062 796.0709228515625 None None None +13 1974 0.3699257969856262 807.705322265625 796.1268920898438 None None None +13 1975 0.36991676688194275 807.7634887695312 796.1853637695312 None None None +13 1976 0.36988216638565063 807.8247680664062 796.2477416992188 None None None +13 1977 0.3698578178882599 807.7855224609375 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786.3635864257812 776.5897216796875 None None None +15 1892 0.3123091459274292 786.3267211914062 776.5521850585938 None None None +15 1893 0.3123779296875 786.3077392578125 776.531005859375 None None None +15 1894 0.3123658299446106 786.3736572265625 776.5972900390625 None None None +15 1895 0.3123721480369568 786.3621215820312 776.5855102539062 None None None +15 1896 0.3124220669269562 786.3670654296875 776.5888671875 None None None +15 1897 0.3124273121356964 786.34228515625 776.5639038085938 None None None +15 1898 0.31248390674591064 786.32763671875 776.5474853515625 None None None +15 1899 0.31249308586120605 786.3444213867188 776.56396484375 None None None +15 1900 0.31250521540641785 786.3672485351562 776.58642578125 None None None +15 1901 0.31247562170028687 786.3972778320312 776.6173706054688 None None None +15 1902 0.3124507665634155 786.4422607421875 776.6631469726562 None None None +15 1903 0.31245431303977966 786.4353637695312 776.6561279296875 None None None +15 1904 0.31246063113212585 786.427978515625 776.6485595703125 None None None +15 1905 0.31247109174728394 786.43310546875 776.6533813476562 None None None +15 1906 0.3124909996986389 786.4100952148438 776.6297607421875 None None None +15 1907 0.3124704658985138 786.4160766601562 776.636474609375 None None None +15 1908 0.3125021755695343 786.4465942382812 776.666015625 None None None +15 1909 0.3124889135360718 786.4405517578125 776.660400390625 None None None +15 1910 0.31248942017555237 786.4039306640625 776.623779296875 None None None +15 1911 0.3125048577785492 786.41455078125 776.6339111328125 None None None +15 1912 0.3125424087047577 786.4063110351562 776.6244506835938 None None None +15 1913 0.31250765919685364 786.3934936523438 776.6127319335938 None None None +15 1914 0.3125523030757904 786.40673828125 776.6245727539062 None None None +15 1915 0.3125571608543396 786.3828735351562 776.6005249023438 None None None +15 1916 0.31254446506500244 786.3880615234375 776.6060791015625 None None None +15 1917 0.3125000298023224 786.3814086914062 776.600830078125 None None None +15 1918 0.3125290274620056 786.3622436523438 776.5806884765625 None None None +15 1919 0.3124866783618927 786.3255615234375 776.5453491210938 None None None +15 1920 0.31247037649154663 786.3482055664062 776.5685424804688 None None None +15 1921 0.3124829828739166 786.3604125976562 776.5803833007812 None None None +15 1922 0.3125075399875641 786.3460693359375 776.5652465820312 None None None +15 1923 0.3125269114971161 786.3356323242188 776.55419921875 None None None +15 1924 0.3125652074813843 786.314208984375 776.5315551757812 None None None +15 1925 0.3125855028629303 786.3463134765625 776.5630493164062 None None None +15 1926 0.3125567138195038 786.307861328125 776.5254516601562 None None None +15 1927 0.312528133392334 786.3236694335938 776.5421142578125 None None None +15 1928 0.31251898407936096 786.3327026367188 776.5514526367188 None None None +15 1929 0.3124825060367584 786.2973022460938 776.5171508789062 None None None +15 1930 0.31250566244125366 786.3060302734375 776.5252685546875 None None None +15 1931 0.3125118017196655 786.3406372070312 776.5596313476562 None None None +15 1932 0.3125067353248596 786.3482666015625 776.5674438476562 None None None +15 1933 0.31252121925354004 786.3964233398438 776.6151123046875 None None None +15 1934 0.3125744163990021 786.3941650390625 776.6112670898438 None None None +15 1935 0.31253761053085327 786.3975830078125 776.6158447265625 None None None +15 1936 0.31257182359695435 786.3169555664062 776.5341186523438 None None None +15 1937 0.3125368654727936 786.3324584960938 776.5507202148438 None None None +15 1938 0.31254738569259644 786.2490844726562 776.4669799804688 None None None +15 1939 0.3125474154949188 786.287353515625 776.5053100585938 None None None +15 1940 0.31259557604789734 786.2984008789062 776.5148315429688 None None None +15 1941 0.3125631809234619 786.332763671875 776.5501708984375 None None None +15 1942 0.3125407099723816 786.387451171875 776.6055908203125 None None None +15 1943 0.3125289976596832 786.4160766601562 776.634521484375 None None None +15 1944 0.3126051425933838 786.4136352539062 776.6296997070312 None None None +15 1945 0.31259459257125854 786.3611450195312 776.5774536132812 None None None +15 1946 0.3126002848148346 786.3631591796875 776.579345703125 None None None +15 1947 0.31256189942359924 786.4267578125 776.6441040039062 None None None +15 1948 0.3125775158405304 786.328857421875 776.5457153320312 None None None +15 1949 0.3126661479473114 786.37890625 776.593017578125 None None None +15 1950 0.312712699174881 786.409423828125 776.6220703125 None None None +15 1951 0.3126916289329529 786.4262084960938 776.6395263671875 None None None +15 1952 0.31264883279800415 786.4379272460938 776.652587890625 None None None +15 1953 0.31260862946510315 786.4716186523438 776.6875 None None None +15 1954 0.3126205503940582 786.4512329101562 776.666748046875 None None None +15 1955 0.3126184940338135 786.4307861328125 776.6463623046875 None None None +15 1956 0.3126339018344879 786.445556640625 776.6607055664062 None None None +15 1957 0.31265515089035034 786.4749755859375 776.689453125 None None None +15 1958 0.31260618567466736 786.4420166015625 776.657958984375 None None None +15 1959 0.3126232326030731 786.4848022460938 776.7003173828125 None None None +15 1960 0.31266188621520996 786.49169921875 776.7059326171875 None None None +15 1961 0.31265708804130554 786.4960327148438 776.71044921875 None None None +15 1962 0.31269052624702454 786.4868774414062 776.7001953125 None None None +15 1963 0.312703937292099 786.5046997070312 776.7175903320312 None None None +15 1964 0.31263911724090576 786.5159912109375 776.7308959960938 None None None +15 1965 0.3126605451107025 786.532470703125 776.746826171875 None None None +15 1966 0.3126485049724579 786.541015625 776.7557373046875 None None None +15 1967 0.31259700655937195 786.5419921875 776.75830078125 None None None +15 1968 0.31263038516044617 786.5591430664062 776.7744140625 None None None +15 1969 0.31261518597602844 786.5538330078125 776.76953125 None None None +15 1970 0.31264352798461914 786.5831298828125 776.7980346679688 None None None +15 1971 0.3126556873321533 786.6061401367188 776.8206176757812 None None None +15 1972 0.3126465082168579 786.5650634765625 776.7798461914062 None None None +15 1973 0.31265243887901306 786.5798950195312 776.7944946289062 None None None +15 1974 0.31260445713996887 786.5652465820312 776.7813110351562 None None None +15 1975 0.31260424852371216 786.550048828125 776.76611328125 None None None +15 1976 0.31257206201553345 786.565185546875 776.7822875976562 None None None +15 1977 0.312538743019104 786.55029296875 776.7684326171875 None None None +15 1978 0.3125915229320526 786.5468139648438 776.7633056640625 None None None +15 1979 0.31259292364120483 786.548095703125 776.7645874023438 None None None +15 1980 0.31255218386650085 786.5366821289062 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786.5425415039062 776.7593994140625 None None None +15 1994 0.312565416097641 786.5286865234375 776.7459716796875 None None None +15 1995 0.3125474750995636 786.5436401367188 776.761474609375 None None None +15 1996 0.3125493824481964 786.548095703125 776.7658081054688 None None None +15 1997 0.31256303191185 786.5271606445312 776.7445068359375 None None None +15 1998 0.3125450313091278 786.538330078125 776.7562255859375 None None None +15 1999 0.31253260374069214 786.4776000976562 776.6959228515625 None None None +15 2000 0.3125143349170685 786.4924926757812 776.7113647460938 None None None +15 2001 0.31250256299972534 786.5057373046875 776.7250366210938 None None None +15 2002 0.31246447563171387 786.4624633789062 776.6829833984375 None None None +15 2003 0.3125092387199402 786.5033569335938 776.722412109375 None None None +15 2004 0.31250324845314026 786.5047607421875 776.7239990234375 None None None +15 2005 0.31249380111694336 786.4892578125 776.7088012695312 None None None +15 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None None None +15 2019 0.3126225173473358 786.5948486328125 776.810546875 None None None +15 2020 0.31263527274131775 786.5789184570312 776.794189453125 None None None +15 2021 0.31266042590141296 786.5833740234375 776.7978515625 None None None +15 2022 0.31267619132995605 786.6517944335938 776.8657836914062 None None None +15 2023 0.31264978647232056 786.6636962890625 776.8785400390625 None None None +15 2024 0.3126685917377472 786.7158203125 776.9299926757812 None None None +15 2025 0.31262606382369995 786.695068359375 776.9105834960938 None None None +15 2026 0.31261637806892395 786.7006225585938 776.9164428710938 None None None +15 2027 0.312587171792984 786.70556640625 776.92236328125 None None None +15 2028 0.31259095668792725 786.7601318359375 776.9767456054688 None None None +15 2029 0.31257864832878113 786.790771484375 777.0078125 None None None +15 2030 0.3126048147678375 786.8110961914062 777.02734375 None None None +15 2031 0.3125773072242737 786.771240234375 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0.31269970536231995 787.5574340820312 777.7704467773438 None None None +15 2528 0.31266289949417114 787.541748046875 777.7559204101562 None None None +15 2529 0.3126664459705353 787.5458984375 777.7599487304688 None None None +15 2530 0.31263142824172974 787.5677490234375 777.782958984375 None None None +15 2531 0.31260159611701965 787.6102294921875 777.8263549804688 None None None +15 2532 0.3126014173030853 787.5853271484375 777.8014526367188 None None None +15 2533 0.31260988116264343 787.5523681640625 777.7682495117188 None None None +15 2534 0.3125695288181305 787.5961303710938 777.813232421875 None None None +15 2535 0.31255513429641724 787.6671752929688 777.884765625 None None None +15 2536 0.3125545382499695 787.6394653320312 777.8569946289062 None None None +15 2537 0.31255006790161133 787.6034545898438 777.8211669921875 None None None +15 2538 0.3125453591346741 787.6144409179688 777.832275390625 None None None +15 2539 0.31252849102020264 787.6311645507812 777.8494873046875 None None None +15 2540 0.3125222325325012 787.68212890625 777.9006958007812 None None None +15 2541 0.31254905462265015 787.6590576171875 777.8767700195312 None None None +15 2542 0.31254035234451294 787.6892700195312 777.9072875976562 None None None +15 2543 0.31250473856925964 787.680908203125 777.9000854492188 None None None +15 2544 0.31249281764030457 787.6492309570312 777.8688354492188 None None None +15 2545 0.3125242292881012 787.6696166992188 777.8882446289062 None None None +15 2546 0.3125206530094147 787.6431274414062 777.8618774414062 None None None +15 2547 0.3125321567058563 787.6149291992188 777.833251953125 None None None +15 2548 0.3124918043613434 787.6052856445312 777.8248901367188 None None None +15 2549 0.3124973475933075 787.6362915039062 777.855712890625 None None None +15 2550 0.3125682473182678 787.636962890625 777.8541870117188 None None None diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01955fad50f52f057ef93becf785ec5dfbdb808 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 02:31:58.511594: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.605898: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.611980: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:32:01.686122: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.686232: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.715627: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.715746: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.729705: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.736038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.758512: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.764156: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.765304: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.767186: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.767545: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 02:32:01.768471: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.768725: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:04:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.768758: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.768784: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.768808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.768831: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.768854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.768876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.768899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.768921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.769282: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.770564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:03.609101: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:32:03.609197: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:32:03.609214: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:32:03.612417: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:04:00.0, compute capability: 6.0) +2023-07-15 02:32:04.488985: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad06bf68e687f7ac62ff2223f688ccb3dd45985 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/bias_model_scaled diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet.params.json b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..c7c5bbd9c006c19b7879c03291e9e75d1fb4a14f --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "31.3", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..fda26712a17912802f0f314872ba055115561a27 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 23.0 +counts_sum_max_thresh 4857.0 +trainings_pts_post_thresh 177049 diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..f48a829b6e2de50f7a6b8d45ed97382d65a06791 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 01:29:47.583682: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.042541: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:50.046507: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:29:51.499948: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:51.500106: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:51.522932: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:51.522978: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:51.532394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:51.536979: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:51.552522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:51.556636: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:51.557547: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:51.664338: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:51.722050: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 01:29:51.723488: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:51.816096: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:07:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:51.816175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:51.816221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:51.816252: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:51.816279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:51.816304: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:51.816330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:51.816354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:51.816379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:51.922219: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:51.924666: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:53.723742: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:29:53.723889: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:29:53.723902: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:29:53.836304: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:07:00.0, compute capability: 8.0) +2023-07-15 01:29:55.894947: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..233a531dee5721deec486b59f31a654b3ae43744 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..f488e4715115fdb64de0e4efa40d977c275bbec6 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 31.3 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ddb8be3cb9ffc0cbfa27751681d9f88b0ac887 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ddb8be3cb9ffc0cbfa27751681d9f88b0ac887 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2/new_model_formats/chrombpnet_wo_bias diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..4825c6bda069877db6de0b694bbcc39b1c5e23bf --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.epoch_loss.csv @@ -0,0 +1,17 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.1909294128417969,902.2257690429688,939.5025634765625,0.6492666006088257,904.9285888671875,925.250244140625 +1,0.5787466168403625,844.6653442382812,862.7801513671875,0.5227474570274353,878.6217041015625,894.9841918945312 +2,0.5310866832733154,831.3902587890625,848.0120849609375,0.5171209573745728,866.2193603515625,882.4048461914062 +3,0.5019878149032593,823.1776733398438,838.8892211914062,0.47118812799453735,871.9102783203125,886.65869140625 +4,0.4787164032459259,817.0741577148438,832.059326171875,0.45450952649116516,867.9937133789062,882.2201538085938 +5,0.45978638529777527,813.5069580078125,827.8994750976562,0.4588663876056671,865.6187133789062,879.98095703125 +6,0.4468243718147278,809.3018188476562,823.2875366210938,0.4791333079338074,865.1517944335938,880.1491088867188 +7,0.4293871521949768,806.7332763671875,820.1731567382812,0.4587678611278534,861.7744750976562,876.134033203125 +8,0.41802576184272766,803.9559326171875,817.0401611328125,0.44865208864212036,867.9500732421875,881.9932250976562 +9,0.4053349792957306,802.27734375,814.9652099609375,0.44448959827423096,859.5991821289062,873.5112915039062 +10,0.3990773856639862,800.1395874023438,812.6314086914062,0.4680235683917999,856.810546875,871.4600219726562 +11,0.38960137963294983,797.7254638671875,809.9215087890625,0.447056382894516,861.2976684570312,875.2906494140625 +12,0.38100650906562805,796.1575317382812,808.0834350585938,0.4746173024177551,869.8480834960938,884.7034912109375 +13,0.37201616168022156,795.3916625976562,807.0352172851562,0.44634512066841125,867.3196411132812,881.2896118164062 +14,0.3303832411766052,784.1898193359375,794.531982421875,0.43691501021385193,866.9059448242188,880.581298828125 +15,0.3125682473182678,777.8541870117188,787.636962890625,0.44700372219085693,866.4696655273438,880.4615478515625 diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stderr.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..8799cb263ced4f30ec449242515a5cb2df22dfb0 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stderr.txt @@ -0,0 +1,332 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2022-10-17 10:35:56.879038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:43:56.323701: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:43:56.327835: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 10:43:56.597059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 10:43:56.597203: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:43:56.618981: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:43:56.619191: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:43:56.630522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:43:56.635877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:43:56.654681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:43:56.659767: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:43:56.660933: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:43:56.665497: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:43:56.665857: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 10:43:56.666697: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:43:56.668330: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 10:43:56.668357: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:43:56.668376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:43:56.668390: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:43:56.668404: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:43:56.668419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:43:56.668432: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:43:56.668446: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:43:56.668460: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:43:56.671605: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:43:56.672837: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:43:58.330953: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 10:43:58.331107: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 10:43:58.331123: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 10:43:58.337332: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-17 10:43:59.700374: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 10:43:59.714964: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 10:43:59.912730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:44:01.394069: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:44:01.402759: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:44:34.339266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:44:36.303317: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:44:36.304368: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 10:44:36.470342: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 10:44:36.470473: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:44:36.472745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:44:36.472808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:44:36.473844: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:44:36.474129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:44:36.476381: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:44:36.476958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:44:36.477259: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:44:36.478995: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:44:36.479326: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 10:44:36.479405: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:44:36.480287: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 10:44:36.480311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:44:36.480327: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:44:36.480342: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:44:36.480355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:44:36.480369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:44:36.480382: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:44:36.480395: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:44:36.480408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:44:36.481969: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:44:36.482000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:44:36.969998: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 10:44:36.970130: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 10:44:36.970142: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 10:44:36.972891: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-17 10:50:25.628104: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 10:50:25.628625: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 10:50:27.159958: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:50:27.658152: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:50:27.676010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:50:30.693713: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-17 12:41:29.742433: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:41:32.543851: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:41:32.544956: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 12:41:32.899686: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:41:32.899813: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:41:32.902170: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:41:32.902249: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:41:32.903282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:41:32.903567: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:41:32.905759: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:41:32.906372: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:41:32.906693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:41:32.909579: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:41:32.909909: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 12:41:32.909982: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:41:32.911354: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:41:32.911376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:41:32.911394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:41:32.911408: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:41:32.911422: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:41:32.911436: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:41:32.911450: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:41:32.911463: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:41:32.911477: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:41:32.914103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:41:32.914133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:41:33.449748: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 12:41:33.449880: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 12:41:33.449893: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 12:41:33.453065: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-17 12:43:30.579516: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 12:43:30.583226: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 12:43:30.672150: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:43:31.728328: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:43:31.730524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 12:45:36.967889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:45:39.534377: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:45:39.535536: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 12:45:39.752476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:45:39.752608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:45:39.755031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:45:39.755097: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:45:39.756282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:45:39.756563: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:45:39.758921: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:45:39.759585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:45:39.759915: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:45:39.762098: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:45:39.762438: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 12:45:39.762515: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:45:39.763555: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:45:39.763579: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:45:39.763597: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:45:39.763612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:45:39.763626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:45:39.763640: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:45:39.763654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:45:39.763667: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:45:39.763682: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:45:39.765648: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:45:39.765678: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:45:40.304115: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 12:45:40.304255: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 12:45:40.304269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 12:45:40.308005: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 12:47:00.269200: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 12:47:00.271704: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 12:47:00.330084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:47:00.796147: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:47:00.797855: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 12:48:55.776335: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:48:58.675806: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:48:58.676904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 12:48:59.012010: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:48:59.012140: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:48:59.014455: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:48:59.014524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:48:59.015560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:48:59.015840: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:48:59.018047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:48:59.018646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:48:59.018964: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:48:59.021722: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:48:59.022047: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 12:48:59.022119: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:48:59.023476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:48:59.023500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:48:59.023548: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:48:59.023566: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:48:59.023582: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:48:59.023598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:48:59.023613: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:48:59.023628: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:48:59.023643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:48:59.026263: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:48:59.026297: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:48:59.561915: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 12:48:59.562052: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 12:48:59.562066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 12:48:59.565512: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-17 12:50:19.684795: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 12:50:19.686665: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 12:50:19.724852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:50:20.190385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:50:20.191990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 12:51:23.602485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:51:24.911252: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:51:24.912385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 12:51:25.236561: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:51:25.236694: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:51:25.239005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:51:25.239074: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:51:25.240117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:51:25.240411: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:51:25.242649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:51:25.243249: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:51:25.243578: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:51:25.246690: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:51:25.247005: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 12:51:25.247076: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:51:25.248553: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:51:25.248581: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:51:25.248598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:51:25.248613: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:51:25.248629: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:51:25.248643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:51:25.248660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:51:25.248676: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:51:25.248690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:51:25.251576: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:51:25.251611: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:51:25.795721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 12:51:26.009430: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 12:51:26.009519: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 12:51:26.013280: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 12:51:43.627060: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 12:51:43.627663: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 12:51:43.835212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:51:44.369103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:51:44.371046: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_2//footprints’: File exists +2022-10-17 12:53:32.985957: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:53:34.764097: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:53:34.765110: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 12:53:35.086510: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:53:35.086637: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:53:35.088971: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:53:35.089040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:53:35.090100: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:53:35.090403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:53:35.092622: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:53:35.093222: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:53:35.093549: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:53:35.096217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:53:35.096542: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 12:53:35.096642: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 12:53:35.097939: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:01:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 12:53:35.097967: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:53:35.097983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:53:35.097998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:53:35.098011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 12:53:35.098025: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 12:53:35.098038: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 12:53:35.098051: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 12:53:35.098065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 12:53:35.100551: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 12:53:35.100588: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 12:53:35.636525: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 12:53:35.636661: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 12:53:35.636673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 12:53:35.640170: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37439 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:01:00.0, compute capability: 8.0) +2022-10-17 12:53:54.690100: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 12:53:54.690723: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499895000 Hz +2022-10-17 12:53:54.836674: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 12:53:55.398194: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 12:53:55.400183: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stdout.txt b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..972d2c7fac7895643d892da8b3cf9186ae964698 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR576UAF/logfile.modelling.fold_2.ENCSR576UAF.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..0a8bcba8c145b4a8042b22aaebc546e0f16da95d --- /dev/null +++ b/fold_2/model.chrombpnet_nobias.fold_2.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44895d5ef35c9ec62b381499b8cbe8135ad602ff47dfb7fbc14222d01fe9df8a +size 26081280 diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.args.json b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..33310461d1b1df6d555b3f8522046c37e9be4886 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//preprocessing/bigWigs/ENCSR576UAF.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.batch_loss.tsv b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..21e48691c1c34dc8444ab8c28980b89c5981ed7a --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.batch_loss.tsv @@ -0,0 +1,41668 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 4.467135429382324 1478.606689453125 1338.338623046875 None None None +0 1 2.755526542663574 1178.7117919921875 1092.188232421875 None None None +0 2 2.746180772781372 1114.096435546875 1027.8663330078125 None None None +0 3 3.2081634998321533 1200.1083984375 1099.3720703125 None None None +0 4 3.295710802078247 1246.090576171875 1142.605224609375 None None None +0 5 3.4426639080047607 1315.9053955078125 1207.8056640625 None None None +0 6 3.2779757976531982 1251.2979736328125 1148.3695068359375 None None None +0 7 3.258181095123291 1230.9783935546875 1128.6715087890625 None None None +0 8 3.2967004776000977 1226.5023193359375 1122.98583984375 None None None +0 9 3.2723007202148438 1215.788330078125 1113.0379638671875 None None None +0 10 3.400621175765991 1247.4893798828125 1140.7098388671875 None None None +0 11 3.3646013736724854 1230.5701904296875 1124.9217529296875 None None None +0 12 3.359069585800171 1223.5526123046875 1118.0777587890625 None None None +0 13 3.3854176998138428 1226.964599609375 1120.662353515625 None None None +0 14 3.3408126831054688 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None +1 1868 0.5889917016029358 874.8355712890625 856.3408203125 None None None +1 1869 0.5889022350311279 874.857666015625 856.3656616210938 None None None +1 1870 0.5888534188270569 874.9010009765625 856.4105834960938 None None None +1 1871 0.5888669490814209 874.8466186523438 856.3557739257812 None None None +1 1872 0.5888249278068542 874.8576049804688 856.3680419921875 None None None +1 1873 0.5889166593551636 874.8272705078125 856.3348388671875 None None None +1 1874 0.5889191627502441 874.8138427734375 856.3212890625 None None None +1 1875 0.5888931751251221 874.8305053710938 856.3388671875 None None None +1 1876 0.5889187455177307 874.8406982421875 856.3482666015625 None None None +1 1877 0.5891702175140381 874.8099975585938 856.3096923828125 None None None +1 1878 0.5893054604530334 874.7239379882812 856.2194213867188 None None None +1 1879 0.5893447995185852 874.6800537109375 856.17431640625 None None None +1 1880 0.5894965529441833 874.7356567382812 856.22509765625 None None None +1 1881 0.5895664095878601 874.7933959960938 856.2806396484375 None None None +1 1882 0.5895707011222839 874.7565307617188 856.24365234375 None None None +1 1883 0.5895495414733887 874.7896728515625 856.2774658203125 None None None +1 1884 0.5895938873291016 874.801513671875 856.2879028320312 None None None +1 1885 0.5895863771438599 874.844970703125 856.33154296875 None None None +1 1886 0.5895872116088867 874.8142700195312 856.3008422851562 None None None +1 1887 0.5894505381584167 874.8273315429688 856.3182373046875 None None None +1 1888 0.5893533229827881 874.7996826171875 856.2936401367188 None None None +1 1889 0.589419960975647 874.9214477539062 856.4132690429688 None None None +1 1890 0.5893632769584656 874.9161987304688 856.4098510742188 None None None +1 1891 0.5894158482551575 874.892333984375 856.38427734375 None None None +1 1892 0.5894161462783813 874.9347534179688 856.4266967773438 None None None +1 1893 0.5894909501075745 874.9457397460938 856.435302734375 None 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None None None +1 1907 0.589024007320404 874.6292114257812 856.13330078125 None None None +1 1908 0.5891935229301453 874.7385864257812 856.2373657226562 None None None +1 1909 0.5891895890235901 874.8002319335938 856.299072265625 None None None +1 1910 0.589169979095459 874.8016967773438 856.3011474609375 None None None +1 1911 0.5891967415809631 874.76708984375 856.2656860351562 None None None +1 1912 0.5892207622528076 874.827392578125 856.3251953125 None None None +1 1913 0.5892887711524963 874.8441772460938 856.3399047851562 None None None +1 1914 0.5893016457557678 874.8162231445312 856.3115234375 None None None +1 1915 0.5893063545227051 874.7894897460938 856.28466796875 None None None +1 1916 0.5892511010169983 874.8060913085938 856.3030395507812 None None None +1 1917 0.5892068147659302 874.7594604492188 856.2578125 None None None +1 1918 0.5892173647880554 874.6972045898438 856.1951904296875 None None None +1 1919 0.589146614074707 874.7127075195312 856.212890625 None None None +1 1920 0.5891338586807251 874.6917724609375 856.1923828125 None None None +1 1921 0.5891725420951843 874.7368774414062 856.2362670898438 None None None +1 1922 0.5891367197036743 874.7371215820312 856.2376098632812 None None None +1 1923 0.589107096195221 874.7649536132812 856.266357421875 None None None +1 1924 0.5892436504364014 874.7466430664062 856.2437133789062 None None None +1 1925 0.5892136693000793 874.7155151367188 856.213623046875 None None None +1 1926 0.589216411113739 874.71923828125 856.2172241210938 None None None +1 1927 0.5892096757888794 874.7864990234375 856.28466796875 None None None +1 1928 0.5891408920288086 874.7872314453125 856.2875366210938 None None None +1 1929 0.5890823006629944 874.7708740234375 856.2730102539062 None None None +1 1930 0.5891902446746826 874.7716064453125 856.2703857421875 None None None +1 1931 0.589242160320282 874.8248291015625 856.3218994140625 None None None +1 1932 0.5891790986061096 874.8193359375 856.3184204101562 None None None +1 1933 0.589205265045166 874.8990478515625 856.3972778320312 None None None +1 1934 0.5895078182220459 874.8803100585938 856.3690185546875 None None None +1 1935 0.5895186066627502 874.89208984375 856.3804931640625 None None None +1 1936 0.5895278453826904 874.8257446289062 856.3138427734375 None None None +1 1937 0.5895422697067261 874.8250122070312 856.312744140625 None None None +1 1938 0.5895436406135559 874.75 856.2376708984375 None None None +1 1939 0.5895009636878967 874.7316284179688 856.2206420898438 None None None +1 1940 0.5895023345947266 874.7698974609375 856.2588500976562 None None None +1 1941 0.5895282626152039 874.8056030273438 856.2938232421875 None None None +1 1942 0.5895019173622131 874.83837890625 856.327392578125 None None None +1 1943 0.5894873142242432 874.8924560546875 856.3818969726562 None None None +1 1944 0.5894737243652344 874.9386596679688 856.4285888671875 None None None +1 1945 0.5894619226455688 874.9246215820312 856.4148559570312 None None None 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None +1 1959 0.5890697240829468 874.9229125976562 856.42578125 None None None +1 1960 0.5890910625457764 874.8715209960938 856.3737182617188 None None None +1 1961 0.5891439318656921 874.8758544921875 856.3764038085938 None None None +1 1962 0.5891043543815613 874.8460693359375 856.3478393554688 None None None +1 1963 0.5891357064247131 874.90625 856.4070434570312 None None None +1 1964 0.5891562700271606 874.95654296875 856.4566650390625 None None None +1 1965 0.5892096161842346 875.0221557617188 856.5205688476562 None None None +1 1966 0.5891993045806885 874.9735107421875 856.4722900390625 None None None +1 1967 0.5891911387443542 874.9677124023438 856.4667358398438 None None None +1 1968 0.5891715884208679 874.9494018554688 856.4490356445312 None None None +1 1969 0.5891326069831848 874.9959106445312 856.4967651367188 None None None +1 1970 0.5890992879867554 874.9786376953125 856.4805908203125 None None None +1 1971 0.5890728235244751 875.00830078125 856.5110473632812 None None None +1 1972 0.5889700651168823 875.0421142578125 856.548095703125 None None None +1 1973 0.5888891816139221 875.0743408203125 856.5828857421875 None None None +1 1974 0.5889147520065308 875.0734252929688 856.5811157226562 None None None +1 1975 0.5889560580253601 875.0725708007812 856.5790405273438 None None None +1 1976 0.5888556241989136 875.0440063476562 856.5535888671875 None None None +1 1977 0.5888820290565491 875.0639038085938 856.5726928710938 None None None +1 1978 0.588836669921875 875.0880126953125 856.5982666015625 None None None +1 1979 0.5888553261756897 875.1212768554688 856.6309204101562 None None None +1 1980 0.5887957215309143 875.117431640625 856.62890625 None None None +1 1981 0.588894784450531 875.1903076171875 856.69873046875 None None None +1 1982 0.5888409614562988 875.2903442382812 856.8004150390625 None None None +1 1983 0.5887923240661621 875.3563842773438 856.8679809570312 None None None +1 1984 0.5887558460235596 875.3347778320312 856.8475952148438 None None None +1 1985 0.5887113213539124 875.3648071289062 856.8790283203125 None None None +1 1986 0.5887091159820557 875.3157348632812 856.830078125 None None None +1 1987 0.5886269807815552 875.288818359375 856.8056640625 None None None +1 1988 0.588590681552887 875.2872924804688 856.8052978515625 None None None +1 1989 0.5886015892028809 875.3007202148438 856.8182983398438 None None None +1 1990 0.5885518193244934 875.3179321289062 856.8370971679688 None None None +1 1991 0.5885320901870728 875.2689208984375 856.7886962890625 None None None +1 1992 0.5885347127914429 875.232421875 856.7521362304688 None None None +1 1993 0.5884389877319336 875.1558227539062 856.6785278320312 None None None +1 1994 0.5883806347846985 875.1531372070312 856.677734375 None None None +1 1995 0.5883411765098572 875.1243896484375 856.6502075195312 None None None +1 1996 0.5883000493049622 875.0804443359375 856.6075439453125 None None None +1 1997 0.588437020778656 875.1690673828125 856.6918334960938 None None None +1 1998 0.588437557220459 875.1846313476562 856.7074584960938 None None None +1 1999 0.5883298516273499 875.1687622070312 856.6948852539062 None None None +1 2000 0.5883055329322815 875.1574096679688 856.6843872070312 None None None +1 2001 0.5882619619369507 875.135498046875 856.663818359375 None None None +1 2002 0.5882520079612732 875.13525390625 856.663818359375 None None None +1 2003 0.5881534218788147 875.1315307617188 856.6632080078125 None None None +1 2004 0.588219404220581 875.1566772460938 856.6862182617188 None None None +1 2005 0.5881574153900146 875.1200561523438 856.6515502929688 None None None +1 2006 0.588167667388916 875.0661010742188 856.5972900390625 None None None +1 2007 0.5881515145301819 875.0265502929688 856.5582885742188 None None None +1 2008 0.588185727596283 875.0101318359375 856.540771484375 None None None +1 2009 0.5881523489952087 874.9686279296875 856.5003051757812 None None None +1 2010 0.5881450772285461 874.937255859375 856.4691772460938 None 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0.5438985228538513 858.3418579101562 841.264404296875 None None None +2 1966 0.5438666939735413 858.3271484375 841.250732421875 None None None +2 1967 0.543897271156311 858.3311157226562 841.2537841796875 None None None +2 1968 0.5438130497932434 858.3225708007812 841.2478637695312 None None None +2 1969 0.543899655342102 858.3104858398438 841.2330322265625 None None None +2 1970 0.5439031720161438 858.282470703125 841.204833984375 None None None +2 1971 0.5438675880432129 858.300048828125 841.2235107421875 None None None +2 1972 0.5438281297683716 858.2794189453125 841.2041625976562 None None None +2 1973 0.5438060164451599 858.31591796875 841.2413330078125 None None None +2 1974 0.5438204407691956 858.3424682617188 841.2674560546875 None None None +2 1975 0.5437564253807068 858.3927612304688 841.3197021484375 None None None +2 1976 0.543872058391571 858.4874267578125 841.4107055664062 None None None +2 1977 0.5438157916069031 858.4646606445312 841.3897094726562 None None None +2 1978 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0.5077767968177795 847.47900390625 831.5357666015625 None None None +3 1924 0.5077919363975525 847.4453735351562 831.5016479492188 None None None +3 1925 0.507752537727356 847.4229736328125 831.4804077148438 None None None +3 1926 0.507705569267273 847.3772583007812 831.4362182617188 None None None +3 1927 0.5076905488967896 847.3944702148438 831.453857421875 None None None +3 1928 0.5076921582221985 847.3605346679688 831.419921875 None None None +3 1929 0.5076683759689331 847.3414916992188 831.401611328125 None None None +3 1930 0.5076252222061157 847.31591796875 831.37744140625 None None None +3 1931 0.5075580477714539 847.396728515625 831.4603271484375 None None None +3 1932 0.5074812173843384 847.3901977539062 831.4562377929688 None None None +3 1933 0.5074496269226074 847.350341796875 831.4174194335938 None None None +3 1934 0.5074032545089722 847.3469848632812 831.41552734375 None None None +3 1935 0.5075429677963257 847.3704223632812 831.4344482421875 None None None +3 1936 0.5076075196266174 847.3749389648438 831.4369506835938 None None None +3 1937 0.507565975189209 847.3956909179688 831.4590454101562 None None None +3 1938 0.5074977874755859 847.455078125 831.5205688476562 None None None +3 1939 0.5075303912162781 847.497314453125 831.5618286132812 None None None +3 1940 0.5075079202651978 847.544921875 831.6100463867188 None None None +3 1941 0.5074748992919922 847.5485229492188 831.61474609375 None None None +3 1942 0.5074604153633118 847.60302734375 831.6696166992188 None None None +3 1943 0.5075667500495911 847.64404296875 831.707275390625 None None None +3 1944 0.5075346231460571 847.6153564453125 831.6795654296875 None None None +3 1945 0.507466733455658 847.6420288085938 831.7084350585938 None None None +3 1946 0.5074509978294373 847.7037353515625 831.7706298828125 None None None +3 1947 0.5073963403701782 847.7367553710938 831.8053588867188 None None None +3 1948 0.5073220729827881 847.746826171875 831.8177490234375 None None None +3 1949 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0.507266640663147 847.7094116210938 831.7820434570312 None None None +3 1963 0.5072901844978333 847.7151489257812 831.787109375 None None None +3 1964 0.5073679685592651 847.7110595703125 831.780517578125 None None None +3 1965 0.5074173212051392 847.7745971679688 831.8424682617188 None None None +3 1966 0.5073630213737488 847.7919311523438 831.8615112304688 None None None +3 1967 0.5072900056838989 847.8194580078125 831.891357421875 None None None +3 1968 0.5072846412658691 847.8717651367188 831.9437866210938 None None None +3 1969 0.5072509050369263 847.8407592773438 831.9139404296875 None None None +3 1970 0.5072043538093567 847.7835083007812 831.858154296875 None None None +3 1971 0.5071726441383362 847.7911987304688 831.8668212890625 None None None +3 1972 0.5071397423744202 847.79833984375 831.875 None None None +3 1973 0.5071430206298828 847.8101196289062 831.88671875 None None None +3 1974 0.507101833820343 847.810546875 831.888427734375 None None None +3 1975 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2014 0.5070061683654785 847.6929931640625 831.773681640625 None None None +3 2015 0.5070226788520813 847.7362670898438 831.8164672851562 None None None +3 2016 0.5069389939308167 847.7391357421875 831.8219604492188 None None None +3 2017 0.5069336295127869 847.7186889648438 831.8016967773438 None None None +3 2018 0.5069308876991272 847.7590942382812 831.8421630859375 None None None +3 2019 0.5069955587387085 847.750244140625 831.8312377929688 None None None +3 2020 0.5069984197616577 847.848388671875 831.9293212890625 None None None +3 2021 0.5069538354873657 847.8179321289062 831.9002075195312 None None None +3 2022 0.5069236755371094 847.8038940429688 831.8871459960938 None None None +3 2023 0.5069230794906616 847.8392333984375 831.9224853515625 None None None +3 2024 0.506902277469635 847.7935791015625 831.87744140625 None None None +3 2025 0.5068989992141724 847.7350463867188 831.8190307617188 None None None +3 2026 0.5069625973701477 847.8135986328125 831.8956298828125 None None 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None +4 1973 0.48039594292640686 840.5203247070312 825.4356079101562 None None None +4 1974 0.48036375641822815 840.5266723632812 825.44287109375 None None None +4 1975 0.48036444187164307 840.5438232421875 825.4600830078125 None None None +4 1976 0.48034051060676575 840.53466796875 825.45166015625 None None None +4 1977 0.48035556077957153 840.6039428710938 825.5205078125 None None None +4 1978 0.48032769560813904 840.6341552734375 825.5515747070312 None None None +4 1979 0.4802827537059784 840.6187133789062 825.5375366210938 None None None +4 1980 0.4802388548851013 840.5966186523438 825.516845703125 None None None +4 1981 0.4801889955997467 840.5505981445312 825.4723510742188 None None None +4 1982 0.4801424443721771 840.5426025390625 825.4658813476562 None None None +4 1983 0.48010265827178955 840.559326171875 825.4839477539062 None None None +4 1984 0.4800756871700287 840.5364379882812 825.4619140625 None None None +4 1985 0.4799858629703522 840.5170288085938 825.4453125 None None None +4 1986 0.48000508546829224 840.4887084960938 825.4163818359375 None None None +4 1987 0.47999536991119385 840.4797973632812 825.4077758789062 None None None +4 1988 0.4800131618976593 840.4533081054688 825.3807373046875 None None None +4 1989 0.48000368475914 840.4765625 825.404296875 None None None +4 1990 0.4800080955028534 840.5441284179688 825.4717407226562 None None None +4 1991 0.4799649119377136 840.5594482421875 825.4884033203125 None None None +4 1992 0.47994548082351685 840.5225219726562 825.4520874023438 None None None +4 1993 0.48003262281417847 840.5191040039062 825.4459228515625 None None None +4 1994 0.48000773787498474 840.4773559570312 825.4049682617188 None None None +4 1995 0.4800451099872589 840.4324340820312 825.35888671875 None None None +4 1996 0.47998154163360596 840.4029541015625 825.3314819335938 None None None +4 1997 0.4799745976924896 840.4678955078125 825.3966064453125 None None None +4 1998 0.47993770241737366 840.5310668945312 825.4609375 None None 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None +5 1838 0.45880401134490967 837.1859741210938 822.781005859375 None None None +5 1839 0.45875439047813416 837.2109985351562 822.8076171875 None None None +5 1840 0.45881107449531555 837.1828002929688 822.777587890625 None None None +5 1841 0.4588000774383545 837.1842041015625 822.779296875 None None None +5 1842 0.4588604271411896 837.192138671875 822.785400390625 None None None +5 1843 0.4587898850440979 837.1499633789062 822.7454833984375 None None None +5 1844 0.45880407094955444 837.1369018554688 822.7319946289062 None None None +5 1845 0.45878979563713074 837.1656494140625 822.7611694335938 None None None +5 1846 0.4588000178337097 837.1366577148438 822.7318725585938 None None None +5 1847 0.4588206112384796 837.1513671875 822.7459716796875 None None None +5 1848 0.4587174952030182 837.1715087890625 822.7693481445312 None None None +5 1849 0.4586849510669708 837.275146484375 822.8739624023438 None None None +5 1850 0.4586872160434723 837.2263793945312 822.8251342773438 None 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822.6533813476562 None None None +5 1864 0.45876604318618774 837.0970458984375 822.6932373046875 None None None +5 1865 0.45899584889411926 837.0805053710938 822.6694946289062 None None None +5 1866 0.45901909470558167 837.0899047851562 822.6781005859375 None None None +5 1867 0.4589642286300659 837.0439453125 822.6338500976562 None None None +5 1868 0.45886123180389404 837.07080078125 822.6639404296875 None None None +5 1869 0.4589192569255829 837.011474609375 822.602783203125 None None None +5 1870 0.4589206576347351 836.9865112304688 822.5777587890625 None None None +5 1871 0.4589596092700958 836.9619140625 822.552001953125 None None None +5 1872 0.45894089341163635 836.98095703125 822.5715942382812 None None None +5 1873 0.45893383026123047 836.985107421875 822.5759887695312 None None None +5 1874 0.4589073657989502 836.9739990234375 822.565673828125 None None None +5 1875 0.4589078724384308 836.897216796875 822.4888916015625 None None None +5 1876 0.4588310420513153 836.9224243164062 822.5165405273438 None None None +5 1877 0.458796888589859 836.9056396484375 822.5007934570312 None None None +5 1878 0.45876020193099976 836.8655395507812 822.4618530273438 None None None +5 1879 0.45873185992240906 836.8908081054688 822.488037109375 None None None +5 1880 0.4587472081184387 836.9300537109375 822.5267333984375 None None None +5 1881 0.45875710248947144 836.9457397460938 822.5421142578125 None None None +5 1882 0.4587642252445221 836.9752197265625 822.5714111328125 None None None +5 1883 0.45876970887184143 836.9213256835938 822.5173950195312 None None None +5 1884 0.4587322175502777 836.9165649414062 822.5137939453125 None None None +5 1885 0.45881667733192444 836.9552001953125 822.5496826171875 None None None +5 1886 0.45881354808807373 836.9481201171875 822.542724609375 None None None +5 1887 0.45879003405570984 836.9979858398438 822.5933227539062 None None None +5 1888 0.45872828364372253 836.9844360351562 822.5817260742188 None None None +5 1889 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None None +5 1902 0.4589446485042572 837.102294921875 822.6928100585938 None None None +5 1903 0.45899778604507446 837.1614379882812 822.7503051757812 None None None +5 1904 0.4589688777923584 837.152587890625 822.7423095703125 None None None +5 1905 0.45895490050315857 837.0941162109375 822.6842651367188 None None None +5 1906 0.45894700288772583 837.134033203125 822.7244873046875 None None None +5 1907 0.45895129442214966 837.0543823242188 822.6447143554688 None None None +5 1908 0.45903003215789795 837.0780029296875 822.6658325195312 None None None +5 1909 0.458999902009964 837.06640625 822.6552124023438 None None None +5 1910 0.45902499556541443 837.159423828125 822.7474365234375 None None None +5 1911 0.45902323722839355 837.1386108398438 822.7267456054688 None None None +5 1912 0.45900633931159973 837.1341552734375 822.7228393554688 None None None +5 1913 0.45907431840896606 837.0839233398438 822.6704711914062 None None None +5 1914 0.4589945375919342 837.0374755859375 822.6265258789062 None None None +5 1915 0.45900824666023254 837.013916015625 822.6024780273438 None None None +5 1916 0.4589219391345978 836.960693359375 822.5519409179688 None None None +5 1917 0.4589107036590576 836.9520263671875 822.5436401367188 None None None +5 1918 0.45896458625793457 836.9505004882812 822.5404663085938 None None None +5 1919 0.4591327905654907 836.8987426757812 822.4834594726562 None None None +5 1920 0.4591118097305298 836.9769897460938 822.5623168945312 None None None +5 1921 0.45907336473464966 837.0096435546875 822.59619140625 None None None +5 1922 0.4590621888637543 837.0709838867188 822.6578979492188 None None None +5 1923 0.459129273891449 837.0398559570312 822.6246337890625 None None None +5 1924 0.45913517475128174 837.0762939453125 822.660888671875 None None None +5 1925 0.4592278301715851 837.0791625976562 822.660888671875 None None None +5 1926 0.45923396944999695 837.1043090820312 822.6858520507812 None None None +5 1927 0.45917341113090515 837.0575561523438 822.6409912109375 None None None +5 1928 0.4591562747955322 837.1015014648438 822.6854858398438 None None None +5 1929 0.4591253697872162 837.1284790039062 822.71337890625 None None None +5 1930 0.4591633081436157 837.0993041992188 822.6830444335938 None None None +5 1931 0.4592088758945465 837.0884399414062 822.6708374023438 None None None +5 1932 0.45914408564567566 837.0991821289062 822.68359375 None None None +5 1933 0.4591483175754547 837.1400146484375 822.7243041992188 None None None +5 1934 0.45907601714134216 837.1396484375 822.7261352539062 None None None +5 1935 0.45909741520881653 837.1390380859375 822.724853515625 None None None +5 1936 0.45911940932273865 837.1582641601562 822.743408203125 None None None +5 1937 0.4591493010520935 837.1399536132812 822.7241821289062 None None None +5 1938 0.4590998888015747 837.06298828125 822.6488037109375 None None None +5 1939 0.45909178256988525 837.0775146484375 822.6635131835938 None None None +5 1940 0.4590746760368347 837.104248046875 822.6907958984375 None None None +5 1941 0.45906224846839905 837.11767578125 822.7045288085938 None None None +5 1942 0.45904600620269775 837.0723876953125 822.6597900390625 None None None +5 1943 0.4590524733066559 837.0726318359375 822.659912109375 None None None +5 1944 0.45906803011894226 837.0733032226562 822.6600952148438 None None None +5 1945 0.4590747058391571 837.0586547851562 822.6451416015625 None None None +5 1946 0.4590914249420166 836.993408203125 822.5794067382812 None None None +5 1947 0.45907115936279297 836.975341796875 822.5620727539062 None None None +5 1948 0.45912522077560425 836.984619140625 822.569580078125 None None None +5 1949 0.4590926766395569 836.9915161132812 822.5775756835938 None None None +5 1950 0.45910289883613586 836.9992065429688 822.5849609375 None None None +5 1951 0.45910120010375977 836.9711303710938 822.556884765625 None None None +5 1952 0.45912107825279236 836.955078125 822.5402221679688 None None None +5 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None +5 1966 0.45898932218551636 836.9523315429688 822.541748046875 None None None +5 1967 0.458899587392807 836.9066772460938 822.4989013671875 None None None +5 1968 0.45887330174446106 836.8797607421875 822.4728393554688 None None None +5 1969 0.4588489234447479 836.8552856445312 822.4490966796875 None None None +5 1970 0.4587893486022949 836.8140869140625 822.4097900390625 None None None +5 1971 0.45878976583480835 836.7728881835938 822.3685302734375 None None None +5 1972 0.4588327705860138 836.7520751953125 822.3463745117188 None None None +5 1973 0.4588751196861267 836.7916259765625 822.3845825195312 None None None +5 1974 0.45891377329826355 836.8507080078125 822.4424438476562 None None None +5 1975 0.4588838517665863 836.9837036132812 822.5763549804688 None None None +5 1976 0.4588720500469208 836.9682006835938 822.561279296875 None None None +5 1977 0.45895904302597046 836.955078125 822.5453491210938 None None None +5 1978 0.4589027762413025 836.900634765625 822.4927368164062 None None None +5 1979 0.4589027166366577 836.93603515625 822.5281372070312 None None None +5 1980 0.4589169919490814 836.999755859375 822.5913696289062 None None None +5 1981 0.45904242992401123 836.98779296875 822.575439453125 None None None +5 1982 0.45904606580734253 836.9389038085938 822.5264892578125 None None None +5 1983 0.4589734971523285 837.0166625976562 822.6065063476562 None None None +5 1984 0.45894190669059753 836.9619750976562 822.5527954101562 None None None +5 1985 0.45883840322494507 836.9611206054688 822.55517578125 None None None +5 1986 0.45877453684806824 836.9505004882812 822.546630859375 None None None +5 1987 0.45884189009666443 836.9681396484375 822.5621337890625 None None None +5 1988 0.45882511138916016 836.9592895507812 822.5537719726562 None None None +5 1989 0.4588327705860138 836.9933471679688 822.587646484375 None None None +5 1990 0.45879384875297546 836.9898681640625 822.5853881835938 None None None +5 1991 0.4588357210159302 836.9699096679688 822.5640869140625 None None None +5 1992 0.4588671624660492 837.0223999023438 822.6156005859375 None None None +5 1993 0.45883458852767944 837.0289916992188 822.6231689453125 None None None +5 1994 0.4588095545768738 837.0552978515625 822.6503295898438 None None None +5 1995 0.4587385952472687 837.0233154296875 822.6204833984375 None None None +5 1996 0.45877552032470703 836.9820556640625 822.578125 None None None +5 1997 0.45874953269958496 836.9337158203125 822.5306396484375 None None None +5 1998 0.4587189853191376 836.8766479492188 822.4744873046875 None None None +5 1999 0.45869025588035583 836.8421020507812 822.44091796875 None None None +5 2000 0.45872268080711365 836.8377685546875 822.435546875 None None None +5 2001 0.4586960971355438 836.8184204101562 822.4169921875 None None None +5 2002 0.45880475640296936 836.8649291992188 822.460205078125 None None None +5 2003 0.4587743580341339 836.8956909179688 822.4918823242188 None None None +5 2004 0.45874926447868347 836.9208374023438 822.5177612304688 None None None +5 2005 0.4587683379650116 836.9462280273438 822.5426025390625 None None None +5 2006 0.45875078439712524 836.88916015625 822.486083984375 None None None +5 2007 0.458691269159317 836.8511962890625 822.4500732421875 None None None +5 2008 0.45870834589004517 836.8829345703125 822.4812622070312 None None None +5 2009 0.45869186520576477 836.8860473632812 822.48486328125 None None None +5 2010 0.45861679315567017 836.852783203125 822.4539794921875 None None None +5 2011 0.45867204666137695 836.8412475585938 822.4407348632812 None None None +5 2012 0.4586222469806671 836.8424682617188 822.4434814453125 None None None +5 2013 0.4586638808250427 836.901611328125 822.5013427734375 None None None +5 2014 0.4587206542491913 836.8468627929688 822.4447631835938 None None None +5 2015 0.45865577459335327 836.849853515625 822.4498291015625 None None None +5 2016 0.458668053150177 836.8074340820312 822.4071044921875 None None None +5 2017 0.4586028456687927 836.8189697265625 822.420654296875 None None None +5 2018 0.45857828855514526 836.8553466796875 822.4578247070312 None None None +5 2019 0.4586356580257416 836.9442749023438 822.5448608398438 None None None +5 2020 0.45863890647888184 836.9155883789062 822.51611328125 None None None +5 2021 0.45865482091903687 836.8825073242188 822.4825439453125 None None None +5 2022 0.4586864113807678 836.8831176757812 822.4821166992188 None None None +5 2023 0.458661824464798 836.8833618164062 822.483154296875 None None None +5 2024 0.4586799144744873 836.941162109375 822.5404052734375 None None None +5 2025 0.45867815613746643 836.9192504882812 822.5185546875 None None None +5 2026 0.4586891233921051 836.8798217773438 822.478759765625 None None None +5 2027 0.4586030840873718 836.858642578125 822.4603271484375 None None None +5 2028 0.45856335759162903 836.80712890625 822.4099731445312 None None None +5 2029 0.4585837125778198 836.8263549804688 822.4285888671875 None None None +5 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None +6 1972 0.4463125467300415 832.0077514648438 817.994140625 None None None +6 1973 0.4463801681995392 831.9833984375 817.9677734375 None None None +6 1974 0.446347713470459 831.9505004882812 817.9358520507812 None None None +6 1975 0.4463580548763275 831.9486083984375 817.93359375 None None None +6 1976 0.44632792472839355 831.9000244140625 817.885986328125 None None None +6 1977 0.44636863470077515 831.8634033203125 817.8480834960938 None None None +6 1978 0.4463663399219513 831.8677368164062 817.8524780273438 None None None +6 1979 0.44639861583709717 831.857666015625 817.8413696289062 None None None +6 1980 0.44649752974510193 831.8360595703125 817.816650390625 None None None +6 1981 0.44646188616752625 831.8305053710938 817.8121948242188 None None None +6 1982 0.4464508295059204 831.8512573242188 817.8333740234375 None None None +6 1983 0.44663482904434204 831.8363037109375 817.8126220703125 None None None +6 1984 0.446588933467865 831.8543090820312 817.8320922851562 None None 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829.9299926757812 816.39453125 None None None +7 1939 0.43105170130729675 829.9098510742188 816.37451171875 None None None +7 1940 0.43098336458206177 829.898193359375 816.364990234375 None None None +7 1941 0.43103158473968506 829.8984375 816.36376953125 None None None +7 1942 0.4310261607170105 829.8911743164062 816.3566284179688 None None None +7 1943 0.4310694634914398 829.9020385742188 816.3661499023438 None None None +7 1944 0.43106019496917725 829.8599243164062 816.3243408203125 None None None +7 1945 0.4310712516307831 829.8402709960938 816.3043212890625 None None None +7 1946 0.4311007261276245 829.8240356445312 816.2872314453125 None None None +7 1947 0.4311515986919403 829.7767333984375 816.2383422851562 None None None +7 1948 0.43118903040885925 829.7301025390625 816.1904907226562 None None None +7 1949 0.4311537444591522 829.6991577148438 816.16064453125 None None None +7 1950 0.4311537742614746 829.6532592773438 816.11474609375 None None None +7 1951 0.4311155676841736 829.6133422851562 816.0760498046875 None None None +7 1952 0.43109628558158875 829.5535888671875 816.0169677734375 None None None +7 1953 0.4311109483242035 829.5595092773438 816.0223999023438 None None None +7 1954 0.43119576573371887 829.5042114257812 815.9644165039062 None None None +7 1955 0.43123605847358704 829.47705078125 815.93603515625 None None None +7 1956 0.431270569562912 829.4505004882812 815.9083862304688 None None None +7 1957 0.43123888969421387 829.5098266601562 815.9686889648438 None None None +7 1958 0.43120279908180237 829.488037109375 815.9480590820312 None None None +7 1959 0.43122726678848267 829.4223022460938 815.881591796875 None None None +7 1960 0.4312071204185486 829.350830078125 815.810791015625 None None None +7 1961 0.4311474561691284 829.3759155273438 815.8377075195312 None None None +7 1962 0.4312340319156647 829.436767578125 815.8958740234375 None None None +7 1963 0.4313165545463562 829.4719848632812 815.928466796875 None None None +7 1964 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829.2154541015625 815.64794921875 None None None +7 2016 0.43206286430358887 829.1914672851562 815.6243896484375 None None None +7 2017 0.4320618510246277 829.2092895507812 815.6422119140625 None None None +7 2018 0.43214738368988037 829.2354125976562 815.6657104492188 None None None +7 2019 0.4321545362472534 829.2564086914062 815.6864624023438 None None None +7 2020 0.43213149905204773 829.2205810546875 815.6513671875 None None None +7 2021 0.4321133494377136 829.1873779296875 815.61865234375 None None None +7 2022 0.4321596324443817 829.1558837890625 815.585693359375 None None None +7 2023 0.432231605052948 829.1698608398438 815.5974731445312 None None None +7 2024 0.43226611614227295 829.1631469726562 815.5896606445312 None None None +7 2025 0.4321838617324829 829.1552734375 815.5843505859375 None None None +7 2026 0.43212583661079407 829.163818359375 815.5947265625 None None None +7 2027 0.4320690333843231 829.1528930664062 815.5856323242188 None None None +7 2028 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826.9505615234375 813.7630615234375 None None None +8 1904 0.41999170184135437 826.9034423828125 813.7157592773438 None None None +8 1905 0.41995465755462646 826.8629760742188 813.6763916015625 None None None +8 1906 0.4199351370334625 826.8338012695312 813.6478271484375 None None None +8 1907 0.41997072100639343 826.8496704101562 813.66259765625 None None None +8 1908 0.4199318289756775 826.8041381835938 813.6182861328125 None None None +8 1909 0.41994938254356384 826.8372192382812 813.6507568359375 None None None +8 1910 0.4198935329914093 826.746826171875 813.5620727539062 None None None +8 1911 0.41990554332733154 826.6790771484375 813.4940185546875 None None None +8 1912 0.4198755919933319 826.6707153320312 813.4866333007812 None None None +8 1913 0.41989463567733765 826.670654296875 813.4859008789062 None None None +8 1914 0.4198846220970154 826.6875610351562 813.503173828125 None None None +8 1915 0.4199056923389435 826.728515625 813.54345703125 None None None +8 1916 0.41986480355262756 826.6984252929688 813.5146484375 None None None +8 1917 0.4198920428752899 826.67822265625 813.49365234375 None None None +8 1918 0.4199185073375702 826.6815795898438 813.4961547851562 None None None +8 1919 0.4199220836162567 826.6646118164062 813.4790649414062 None None None +8 1920 0.41994309425354004 826.6461181640625 813.4600219726562 None None None +8 1921 0.41995081305503845 826.6837158203125 813.497314453125 None None None +8 1922 0.4199625849723816 826.6746826171875 813.4878540039062 None None None +8 1923 0.41997015476226807 826.7095947265625 813.5225830078125 None None None +8 1924 0.4199572205543518 826.6787109375 813.4921264648438 None None None +8 1925 0.42000913619995117 826.6935424804688 813.5052490234375 None None None +8 1926 0.4200953543186188 826.688720703125 813.4977416992188 None None None +8 1927 0.42009541392326355 826.623291015625 813.4323120117188 None None None +8 1928 0.42012497782707214 826.5964965820312 813.404541015625 None None None 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1942 0.42016342282295227 826.5031127929688 813.31005859375 None None None +8 1943 0.4201909899711609 826.5015258789062 813.3076171875 None None None +8 1944 0.42020362615585327 826.552734375 813.3583984375 None None None +8 1945 0.4202362596988678 826.5332641601562 813.337890625 None None None +8 1946 0.42025646567344666 826.51025390625 813.3142700195312 None None None +8 1947 0.420219749212265 826.4724731445312 813.2776489257812 None None None +8 1948 0.4201647937297821 826.485107421875 813.2920532226562 None None None +8 1949 0.42012742161750793 826.39697265625 813.2051391601562 None None None +8 1950 0.42013999819755554 826.4017944335938 813.2095336914062 None None None +8 1951 0.4201411306858063 826.4248657226562 813.2324829101562 None None None +8 1952 0.42014801502227783 826.4215698242188 813.22900390625 None None None +8 1953 0.4201442003250122 826.4102172851562 813.2177734375 None None None +8 1954 0.42012661695480347 826.4307250976562 813.23876953125 None None None +8 1955 0.42016735672950745 826.3855590820312 813.1923828125 None None None +8 1956 0.42016059160232544 826.3262329101562 813.1332397460938 None None None +8 1957 0.4202386736869812 826.3539428710938 813.1585083007812 None None None +8 1958 0.4202691316604614 826.3937377929688 813.197265625 None None None +8 1959 0.4202539622783661 826.3639526367188 813.16796875 None None None +8 1960 0.4203336238861084 826.3681640625 813.169677734375 None None None +8 1961 0.42033374309539795 826.3685913085938 813.1701049804688 None None None +8 1962 0.4204140901565552 826.343994140625 813.1429443359375 None None None +8 1963 0.4203936457633972 826.3027954101562 813.1023559570312 None None None +8 1964 0.42041054368019104 826.324951171875 813.1240234375 None None None +8 1965 0.42048969864845276 826.337646484375 813.13427734375 None None None +8 1966 0.42045170068740845 826.3071899414062 813.1050415039062 None None None +8 1967 0.4203883111476898 826.3463745117188 813.1461791992188 None None None +8 1968 0.4203573763370514 826.3768920898438 813.1776733398438 None None None +8 1969 0.4203682243824005 826.4362182617188 813.2366333007812 None None None +8 1970 0.4203376770019531 826.4157104492188 813.217041015625 None None None +8 1971 0.4203187823295593 826.4002075195312 813.2021484375 None None None +8 1972 0.4203225076198578 826.3837280273438 813.185546875 None None None +8 1973 0.42030811309814453 826.38134765625 813.18359375 None None None +8 1974 0.42025265097618103 826.387939453125 813.1919555664062 None None None +8 1975 0.42027661204338074 826.4744873046875 813.2777709960938 None None None +8 1976 0.42027637362480164 826.4744873046875 813.27783203125 None None None +8 1977 0.42027971148490906 826.4916381835938 813.2948608398438 None None None +8 1978 0.4202972948551178 826.4367065429688 813.2393188476562 None None None +8 1979 0.4202643632888794 826.422119140625 813.225830078125 None None None +8 1980 0.4202651381492615 826.3759155273438 813.1795654296875 None None None +8 1981 0.42022109031677246 826.3795776367188 813.1846313476562 None None None +8 1982 0.42022180557250977 826.3814086914062 813.1864624023438 None None None +8 1983 0.4202035367488861 826.3834838867188 813.1891479492188 None None None +8 1984 0.4201643466949463 826.3841552734375 813.1910400390625 None None None +8 1985 0.4200984239578247 826.4042358398438 813.2131958007812 None None None +8 1986 0.4201015830039978 826.385986328125 813.19482421875 None None None +8 1987 0.42009639739990234 826.427490234375 813.2364501953125 None None None +8 1988 0.42010560631752014 826.400634765625 813.2093505859375 None None None +8 1989 0.42010265588760376 826.4689331054688 813.2777709960938 None None None +8 1990 0.4200671911239624 826.3984985351562 813.2084350585938 None None None +8 1991 0.4200389087200165 826.4277954101562 813.2385864257812 None None None +8 1992 0.41999009251594543 826.4364624023438 813.2487182617188 None None None +8 1993 0.41996556520462036 826.4755859375 813.2886352539062 None None None +8 1994 0.4199568033218384 826.4983520507812 813.3116455078125 None None None +8 1995 0.41995081305503845 826.5291137695312 813.3426513671875 None None None +8 1996 0.41990700364112854 826.531494140625 813.3463134765625 None None None +8 1997 0.4198364317417145 826.493896484375 813.3109741210938 None None None +8 1998 0.41987529397010803 826.4619140625 813.2777709960938 None None None +8 1999 0.41982752084732056 826.4951782226562 813.3125 None None None +8 2000 0.4198329746723175 826.4860229492188 813.30322265625 None None None +8 2001 0.4197996258735657 826.4895629882812 813.3077392578125 None None None +8 2002 0.419760525226593 826.4619750976562 813.2813720703125 None None None +8 2003 0.4197479784488678 826.4110717773438 813.2308959960938 None None None +8 2004 0.4197581708431244 826.4396362304688 813.2590942382812 None None None +8 2005 0.4197578430175781 826.4295043945312 813.2490234375 None None None +8 2006 0.41973111033439636 826.434814453125 813.2551879882812 None None None +8 2007 0.41965630650520325 826.4403076171875 813.2630004882812 None None None +8 2008 0.41964051127433777 826.4038696289062 813.22705078125 None None None +8 2009 0.4195871949195862 826.4036865234375 813.228515625 None None None +8 2010 0.4195310175418854 826.47509765625 813.3016967773438 None None None +8 2011 0.4195411205291748 826.5270385742188 813.353271484375 None None None +8 2012 0.419520765542984 826.560546875 813.387451171875 None None None +8 2013 0.41948503255844116 826.5484008789062 813.3764038085938 None None None +8 2014 0.4194411635398865 826.5230712890625 813.3524169921875 None None None +8 2015 0.4194118082523346 826.5348510742188 813.3651123046875 None None None +8 2016 0.4194473624229431 826.5079345703125 813.3370361328125 None None None +8 2017 0.41943711042404175 826.4929809570312 813.3223876953125 None None None +8 2018 0.41942843794822693 826.5436401367188 813.3733520507812 None None None +8 2019 0.41942673921585083 826.5971069335938 813.4268798828125 None None None +8 2020 0.4194875955581665 826.5999755859375 813.4279174804688 None None None +8 2021 0.41948825120925903 826.5297241210938 813.3575439453125 None None None +8 2022 0.4194255769252777 826.50341796875 813.3333129882812 None None None +8 2023 0.4194871783256531 826.5140991210938 813.342041015625 None None None +8 2024 0.4195261001586914 826.5477294921875 813.3743896484375 None None None +8 2025 0.41957688331604004 826.5324096679688 813.3575439453125 None None None +8 2026 0.4195638597011566 826.5762939453125 813.40185546875 None None None +8 2027 0.4196051359176636 826.593505859375 813.417724609375 None None None +8 2028 0.4196138083934784 826.5789184570312 813.40283203125 None None None +8 2029 0.419626921415329 826.5648193359375 813.3883666992188 None None None +8 2030 0.41953566670417786 826.5648193359375 813.3911743164062 None None None +8 2031 0.41954028606414795 826.539306640625 813.3655395507812 None None None +8 2032 0.41946545243263245 826.4584350585938 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826.3680419921875 813.2049560546875 None None None +8 2046 0.41922110319137573 826.3676147460938 813.203857421875 None None None +8 2047 0.41927385330200195 826.354248046875 813.1888427734375 None None None +8 2048 0.41927042603492737 826.4384765625 813.2731323242188 None None None +8 2049 0.41927775740623474 826.462158203125 813.2965698242188 None None None +8 2050 0.41925013065338135 826.5026245117188 813.337890625 None None None +8 2051 0.4192085266113281 826.5382690429688 813.3748168945312 None None None +8 2052 0.41922110319137573 826.505859375 813.342041015625 None None None +8 2053 0.4191608726978302 826.5147705078125 813.3528442382812 None None None +8 2054 0.4191610813140869 826.590087890625 813.4281616210938 None None None +8 2055 0.4191417992115021 826.5931396484375 813.4318237304688 None None None +8 2056 0.41916221380233765 826.6246337890625 813.462646484375 None None None +8 2057 0.419172078371048 826.6129150390625 813.4506225585938 None None None +8 2058 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None +8 2071 0.41931191086769104 826.3355102539062 813.1688232421875 None None None +8 2072 0.4193589389324188 826.332763671875 813.1646118164062 None None None +8 2073 0.41935163736343384 826.3174438476562 813.1495361328125 None None None +8 2074 0.41939297318458557 826.3557739257812 813.1864624023438 None None None +8 2075 0.4194435775279999 826.328369140625 813.157470703125 None None None +8 2076 0.4194956421852112 826.2738647460938 813.1013793945312 None None None +8 2077 0.4195038378238678 826.2823486328125 813.109619140625 None None None +8 2078 0.41949424147605896 826.2305908203125 813.0581665039062 None None None +8 2079 0.41951411962509155 826.1814575195312 813.0083618164062 None None None +8 2080 0.4194684624671936 826.2310180664062 813.0593872070312 None None None +8 2081 0.41945070028305054 826.2550659179688 813.083984375 None None None +8 2082 0.4194886088371277 826.2432861328125 813.0709838867188 None None None +8 2083 0.4195345342159271 826.2432250976562 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821.2295532226562 808.4498291015625 None None None +9 1922 0.40697601437568665 821.2339477539062 808.4548950195312 None None None +9 1923 0.40705201029777527 821.2511596679688 808.4697265625 None None None +9 1924 0.4070906639099121 821.2830810546875 808.5004272460938 None None None +9 1925 0.40704166889190674 821.2548828125 808.4736938476562 None None None +9 1926 0.40704792737960815 821.2776489257812 808.4962768554688 None None None +9 1927 0.4070601761341095 821.2665405273438 808.4848022460938 None None None +9 1928 0.40710726380348206 821.367919921875 808.5847778320312 None None None +9 1929 0.4071657955646515 821.3519897460938 808.5669555664062 None None None +9 1930 0.40711966156959534 821.29638671875 808.5128173828125 None None None +9 1931 0.4070928692817688 821.3359375 808.5531616210938 None None None +9 1932 0.4070914685726166 821.3395385742188 808.556884765625 None None None +9 1933 0.4070267081260681 821.372314453125 808.5917358398438 None None None +9 1934 0.407016783952713 821.3546752929688 808.5743408203125 None None None +9 1935 0.40702545642852783 821.3656616210938 808.5850830078125 None None None +9 1936 0.4069778025150299 821.3907470703125 808.6116943359375 None None None +9 1937 0.40689030289649963 821.3667602539062 808.5904541015625 None None None +9 1938 0.40685880184173584 821.3662719726562 808.5909423828125 None None None +9 1939 0.4068044424057007 821.421142578125 808.6475219726562 None None None +9 1940 0.40683627128601074 821.4168090820312 808.6422119140625 None None None +9 1941 0.4068853557109833 821.4215087890625 808.6453247070312 None None None +9 1942 0.4068913161754608 821.4212646484375 808.6448974609375 None None None +9 1943 0.4068155288696289 821.4220581054688 808.6480712890625 None None None +9 1944 0.4067688584327698 821.4930419921875 808.7205200195312 None None None +9 1945 0.4068088233470917 821.5776977539062 808.803955078125 None None None +9 1946 0.4068184792995453 821.5098876953125 808.73583984375 None None None +9 1947 0.4068090319633484 821.5042724609375 808.73046875 None None None +9 1948 0.4067991077899933 821.5143432617188 808.7408447265625 None None None +9 1949 0.4068221151828766 821.5253295898438 808.7511596679688 None None None +9 1950 0.4068310856819153 821.5206909179688 808.7462158203125 None None None +9 1951 0.40683427453041077 821.5186157226562 808.7440185546875 None None None +9 1952 0.4067760109901428 821.5762329101562 808.8035278320312 None None None +9 1953 0.40681278705596924 821.5846557617188 808.8107299804688 None None None +9 1954 0.4068291187286377 821.5838623046875 808.8094482421875 None None None +9 1955 0.40680453181266785 821.6046752929688 808.8309936523438 None None None +9 1956 0.40679842233657837 821.6353149414062 808.8618774414062 None None None +9 1957 0.4067697823047638 821.5907592773438 808.8182373046875 None None None +9 1958 0.4067480266094208 821.5938110351562 808.8219604492188 None None None +9 1959 0.4067070782184601 821.62451171875 808.8539428710938 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None None None +9 1973 0.406493604183197 822.0018920898438 809.2379760742188 None None None +9 1974 0.40651965141296387 822.0328979492188 809.2681274414062 None None None +9 1975 0.4064769148826599 822.03662109375 809.2732543945312 None None None +9 1976 0.40647023916244507 822.0310668945312 809.2679443359375 None None None +9 1977 0.40650904178619385 822.0739135742188 809.3095092773438 None None None +9 1978 0.40648069977760315 822.0357666015625 809.2722778320312 None None None +9 1979 0.4064435362815857 822.0255126953125 809.26318359375 None None None +9 1980 0.4063987731933594 822.00537109375 809.244384765625 None None None +9 1981 0.4063701927661896 822.0233154296875 809.26318359375 None None None +9 1982 0.40633073449134827 822.0093383789062 809.2505493164062 None None None +9 1983 0.406297892332077 822.0906982421875 809.3329467773438 None None None +9 1984 0.40625643730163574 822.1178588867188 809.3614501953125 None None None +9 1985 0.4062309265136719 822.1271362304688 809.3715209960938 None None None +9 1986 0.40623125433921814 822.0746459960938 809.3190307617188 None None None +9 1987 0.40631845593452454 821.9953002929688 809.2369384765625 None None None +9 1988 0.40640494227409363 821.987060546875 809.2260131835938 None None None +9 1989 0.40637776255607605 821.987060546875 809.2268676757812 None None None +9 1990 0.4064026474952698 821.9907836914062 809.2297973632812 None None None +9 1991 0.40640687942504883 822.0286254882812 809.2674560546875 None None None +9 1992 0.4064061641693115 822.069091796875 809.3079223632812 None None None +9 1993 0.40641260147094727 822.0487060546875 809.287353515625 None None None +9 1994 0.4064795970916748 822.0806274414062 809.3170776367188 None None None +9 1995 0.4064375162124634 822.0619506835938 809.2997436523438 None None None +9 1996 0.4064328372478485 822.1349487304688 809.3728637695312 None None None +9 1997 0.4064415395259857 822.1055297851562 809.3432006835938 None None None +9 1998 0.40647172927856445 822.1112060546875 809.3479614257812 None None None +9 1999 0.40649011731147766 822.1475219726562 809.3837280273438 None None None +9 2000 0.40650221705436707 822.1491088867188 809.3848266601562 None None None +9 2001 0.40654629468917847 822.164306640625 809.3986206054688 None None None +9 2002 0.40650081634521484 822.1489868164062 809.384765625 None None None +9 2003 0.40645647048950195 822.1268310546875 809.3640747070312 None None None +9 2004 0.4064905643463135 822.1356811523438 809.371826171875 None None None +9 2005 0.4065353572368622 822.1467895507812 809.381591796875 None None None +9 2006 0.4064919948577881 822.16845703125 809.404541015625 None None None +9 2007 0.4065771698951721 822.1880493164062 809.4215087890625 None None None +9 2008 0.40651288628578186 822.1666259765625 809.402099609375 None None None +9 2009 0.4065355062484741 822.200927734375 809.4356689453125 None None None +9 2010 0.4065173864364624 822.22509765625 809.46044921875 None None None +9 2011 0.40655025839805603 822.18408203125 809.4183959960938 None None None +9 2012 0.4065055549144745 822.1641845703125 809.3999633789062 None None None +9 2013 0.4066016972064972 822.1646118164062 809.3973999023438 None None None +9 2014 0.40668272972106934 822.1137084960938 809.3438720703125 None None None +9 2015 0.4066546857357025 822.172119140625 809.4031372070312 None None None +9 2016 0.40661755204200745 822.1914672851562 809.4237060546875 None None None +9 2017 0.4066272974014282 822.16455078125 809.396484375 None None None +9 2018 0.4065975248813629 822.1284790039062 809.361328125 None None None +9 2019 0.4065903127193451 822.1796264648438 809.4126586914062 None None None +9 2020 0.40657660365104675 822.1831665039062 809.4166870117188 None None None +9 2021 0.4065570533275604 822.24853515625 809.482666015625 None None None +9 2022 0.40647563338279724 822.3055419921875 809.542236328125 None None None +9 2023 0.40652766823768616 822.2814331054688 809.5164794921875 None None None +9 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799.387451171875 None None None +10 1889 0.36618199944496155 810.9226684570312 799.4229736328125 None None None +10 1890 0.366225004196167 810.917724609375 799.4166259765625 None None None +10 1891 0.36622121930122375 810.8430786132812 799.3421630859375 None None None +10 1892 0.3661958873271942 810.8212280273438 799.3211059570312 None None None +10 1893 0.3661746382713318 810.855712890625 799.3563232421875 None None None +10 1894 0.3661634624004364 810.8744506835938 799.3753662109375 None None None +10 1895 0.36615222692489624 810.885986328125 799.3872680664062 None None None +10 1896 0.3660944998264313 810.9154663085938 799.4185180664062 None None None +10 1897 0.366134375333786 810.8786010742188 799.38037109375 None None None +10 1898 0.3661034405231476 810.9024047851562 799.4051513671875 None None None +10 1899 0.3661034405231476 810.9249877929688 799.427734375 None None None +10 1900 0.36607035994529724 810.9437255859375 799.447509765625 None None None +10 1901 0.36608147621154785 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1914 0.36616843938827515 810.887939453125 799.3888549804688 None None None +10 1915 0.3661304712295532 810.8788452148438 799.3809204101562 None None None +10 1916 0.3661237359046936 810.8941650390625 799.3964233398438 None None None +10 1917 0.3661152720451355 810.9497680664062 799.4522705078125 None None None +10 1918 0.36610597372055054 810.9320068359375 799.4348754882812 None None None +10 1919 0.36607274413108826 810.8949584960938 799.3988647460938 None None None +10 1920 0.3660767078399658 810.8989868164062 799.4027709960938 None None None +10 1921 0.36609387397766113 810.8449096679688 799.34814453125 None None None +10 1922 0.36608439683914185 810.8667602539062 799.3703002929688 None None None +10 1923 0.36611562967300415 810.8834838867188 799.3861083984375 None None None +10 1924 0.36608338356018066 810.8909912109375 799.39453125 None None None +10 1925 0.3661114275455475 810.8629150390625 799.3656005859375 None None None +10 1926 0.36608633399009705 810.8443603515625 799.3478393554688 None None None +10 1927 0.3660465478897095 810.9066162109375 799.4113159179688 None None None +10 1928 0.366036981344223 810.9147338867188 799.419677734375 None None None +10 1929 0.36606284976005554 810.9092407226562 799.413330078125 None None None +10 1930 0.36602818965911865 810.8860473632812 799.3912353515625 None None None +10 1931 0.36603251099586487 810.9188232421875 799.423828125 None None None +10 1932 0.3660413920879364 810.9027709960938 799.4075317382812 None None None +10 1933 0.36599403619766235 810.9451904296875 799.4514770507812 None None None +10 1934 0.36598682403564453 810.9652709960938 799.4716796875 None None None +10 1935 0.3659672737121582 810.9559936523438 799.4630737304688 None None None +10 1936 0.36591675877571106 810.9756469726562 799.484375 None None None +10 1937 0.3658734858036041 811.053466796875 799.5635375976562 None None None +10 1938 0.3658532500267029 811.0397338867188 799.5504150390625 None None None +10 1939 0.36585113406181335 811.0262451171875 799.5369873046875 None None None +10 1940 0.36583420634269714 810.9718017578125 799.4830932617188 None None None +10 1941 0.3658987283706665 810.88330078125 799.3925170898438 None None None +10 1942 0.36588552594184875 810.895751953125 799.4054565429688 None None None +10 1943 0.3658122420310974 810.8917846679688 799.4037475585938 None None None +10 1944 0.3657916188240051 810.8359375 799.3485107421875 None None None +10 1945 0.36573106050491333 810.8489990234375 799.363525390625 None None None +10 1946 0.36570313572883606 810.7874755859375 799.3029174804688 None None None +10 1947 0.36567580699920654 810.809814453125 799.3261108398438 None None None +10 1948 0.36565929651260376 810.796630859375 799.3134155273438 None None None +10 1949 0.36569738388061523 810.8165283203125 799.3321533203125 None None None +10 1950 0.3657224178314209 810.8197631835938 799.3346557617188 None None None +10 1951 0.3656774163246155 810.8773193359375 799.3935546875 None None None +10 1952 0.36565977334976196 810.9326171875 799.449462890625 None None None +10 1953 0.36565181612968445 810.8798217773438 799.3968505859375 None None None +10 1954 0.36565688252449036 810.884765625 799.4016723632812 None None None +10 1955 0.36564165353775024 810.91259765625 799.429931640625 None None None +10 1956 0.36569663882255554 810.9193725585938 799.43505859375 None None None +10 1957 0.36562907695770264 810.9362182617188 799.4540405273438 None None None +10 1958 0.36572906374931335 810.9353637695312 799.4500122070312 None None None +10 1959 0.3656819462776184 810.9202880859375 799.4364013671875 None None None +10 1960 0.3656655550003052 810.9074096679688 799.4240112304688 None None None +10 1961 0.36564165353775024 810.8391723632812 799.3565673828125 None None None +10 1962 0.3656652271747589 810.8116455078125 799.3282470703125 None None None +10 1963 0.36560431122779846 810.8155517578125 799.3341674804688 None None None +10 1964 0.3655856251716614 810.8453369140625 799.364501953125 None None None +10 1965 0.3655890226364136 810.8638916015625 799.3829345703125 None None None +10 1966 0.3655684292316437 810.8298950195312 799.3496704101562 None None None +10 1967 0.36557626724243164 810.8488159179688 799.368408203125 None None None +10 1968 0.3655432164669037 810.828125 799.3487548828125 None None None +10 1969 0.36554276943206787 810.8126831054688 799.3333740234375 None None None +10 1970 0.3655132055282593 810.8121337890625 799.333740234375 None None None +10 1971 0.3655572235584259 810.7543334960938 799.2745361328125 None None None +10 1972 0.3655198812484741 810.7240600585938 799.2454833984375 None None None +10 1973 0.36553454399108887 810.6942138671875 799.2151489257812 None None None +10 1974 0.3655144274234772 810.6714477539062 799.1930541992188 None None None +10 1975 0.3655022978782654 810.6891479492188 799.2111206054688 None None None +10 1976 0.36545881628990173 810.724609375 799.2479248046875 None None None +10 1977 0.36542215943336487 810.7321166992188 799.2566528320312 None None None +10 1978 0.36539071798324585 810.7987060546875 799.32421875 None None None +10 1979 0.3653527498245239 810.8619995117188 799.388671875 None None None +10 1980 0.3653477430343628 810.8867797851562 799.4136962890625 None None None +10 1981 0.3653457462787628 810.897705078125 799.4246826171875 None None None +10 1982 0.3653737008571625 810.9927368164062 799.5188598632812 None None None +10 1983 0.3653523623943329 810.9409790039062 799.4677124023438 None None None +10 1984 0.3653709888458252 810.9594116210938 799.485595703125 None None None +10 1985 0.3653913736343384 810.9559936523438 799.4815673828125 None None None +10 1986 0.3654071092605591 810.9505615234375 799.4755859375 None None None +10 1987 0.36540740728378296 810.984619140625 799.5096435546875 None None None +10 1988 0.3653618097305298 811.008544921875 799.5350341796875 None None None +10 1989 0.3653518259525299 810.9539794921875 799.480712890625 None None None +10 1990 0.36553850769996643 810.89697265625 799.4179077148438 None None None +10 1991 0.3655491769313812 810.894775390625 799.415283203125 None None None +10 1992 0.3655208647251129 810.8324584960938 799.3538818359375 None None None +10 1993 0.36553916335105896 810.8213500976562 799.3421630859375 None None None +10 1994 0.3655397593975067 810.8245849609375 799.3453369140625 None None None +10 1995 0.36552631855010986 810.8035278320312 799.3247680664062 None None None +10 1996 0.3655184507369995 810.8322143554688 799.3536376953125 None None None +10 1997 0.36548513174057007 810.8276977539062 799.3502197265625 None None None +10 1998 0.36546027660369873 810.8236083984375 799.346923828125 None None None +10 1999 0.36541569232940674 810.81494140625 799.3396606445312 None None None +10 2000 0.3653547763824463 810.8152465820312 799.3419189453125 None None None +10 2001 0.36534759402275085 810.7789916992188 799.3058471679688 None None None +10 2002 0.3653862774372101 810.8120727539062 799.3377685546875 None None None 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799.3348999023438 None None None +10 2016 0.3653220236301422 810.8211669921875 799.348876953125 None None None +10 2017 0.3652733564376831 810.8087768554688 799.3379516601562 None None None +10 2018 0.3653002977371216 810.8196411132812 799.3479614257812 None None None +10 2019 0.3652617931365967 810.8606567382812 799.39013671875 None None None +10 2020 0.3652859330177307 810.8310546875 799.3598022460938 None None None +10 2021 0.36526980996131897 810.8273315429688 799.3566284179688 None None None +10 2022 0.36522746086120605 810.7822265625 799.3129272460938 None None None +10 2023 0.36517226696014404 810.78564453125 799.3179931640625 None None None +10 2024 0.36513593792915344 810.7990112304688 799.33251953125 None None None +10 2025 0.3651270270347595 810.8121948242188 799.3460083007812 None None None +10 2026 0.365111768245697 810.8226928710938 799.3569946289062 None None None +10 2027 0.3651397228240967 810.8114013671875 799.3447875976562 None None None +10 2028 0.36511823534965515 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None +12 1824 0.3321680426597595 798.6439208984375 788.2139892578125 None None None +12 1825 0.3321584463119507 798.65185546875 788.2222290039062 None None None +12 1826 0.3321153223514557 798.7132568359375 788.2849731445312 None None None +12 1827 0.3321078419685364 798.7576293945312 788.32958984375 None None None +12 1828 0.3320746123790741 798.7611694335938 788.3341064453125 None None None +12 1829 0.332075297832489 798.743896484375 788.31689453125 None None None +12 1830 0.3321075141429901 798.7642211914062 788.336181640625 None None None +12 1831 0.33210495114326477 798.74462890625 788.316650390625 None None None +12 1832 0.33210811018943787 798.7159423828125 788.2879638671875 None None None +12 1833 0.33210283517837524 798.6937866210938 788.2659301757812 None None None +12 1834 0.3321154713630676 798.7199096679688 788.2916870117188 None None None +12 1835 0.33204880356788635 798.746337890625 788.3201904296875 None None None +12 1836 0.3320344388484955 798.7658081054688 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0.33184224367141724 798.7177734375 788.2982177734375 None None None +12 1850 0.3318944275379181 798.7420043945312 788.3209228515625 None None None +12 1851 0.33189114928245544 798.7542724609375 788.3331909179688 None None None +12 1852 0.3318771421909332 798.8195190429688 788.39892578125 None None None +12 1853 0.3319055438041687 798.8709106445312 788.449462890625 None None None +12 1854 0.33190828561782837 798.8721923828125 788.4506225585938 None None None +12 1855 0.33192312717437744 798.91796875 788.4959716796875 None None None +12 1856 0.3319184482097626 798.8965454101562 788.4746704101562 None None None +12 1857 0.33193227648735046 798.861083984375 788.4387817382812 None None None +12 1858 0.3319604694843292 798.908935546875 788.4857177734375 None None None +12 1859 0.33199790120124817 798.932373046875 788.5079956054688 None None None +12 1860 0.3320738673210144 798.9366455078125 788.5098876953125 None None None +12 1861 0.33205777406692505 798.933837890625 788.5075073242188 None 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1900 0.33182117342948914 798.8309936523438 788.4124145507812 None None None +12 1901 0.3318004012107849 798.7774658203125 788.3594970703125 None None None +12 1902 0.33181142807006836 798.7672119140625 788.348876953125 None None None +12 1903 0.33180439472198486 798.7618408203125 788.3436889648438 None None None +12 1904 0.3317851126194 798.7359619140625 788.318359375 None None None +12 1905 0.33180826902389526 798.69482421875 788.2765502929688 None None None +12 1906 0.331825315952301 798.681884765625 788.2630615234375 None None None +12 1907 0.33178845047950745 798.7119750976562 788.2943115234375 None None None +12 1908 0.3317926824092865 798.692138671875 788.2742309570312 None None None +12 1909 0.331813782453537 798.741455078125 788.3228759765625 None None None +12 1910 0.3317861258983612 798.7398071289062 788.3221435546875 None None None +12 1911 0.33189669251441956 798.6677856445312 788.2466430664062 None None None +12 1912 0.33188483119010925 798.6101684570312 788.189453125 None 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788.2354125976562 None None None +12 1926 0.3319994807243347 798.7055053710938 788.281005859375 None None None +12 1927 0.3320713937282562 798.727294921875 788.3005981445312 None None None +12 1928 0.3320949971675873 798.7744140625 788.346923828125 None None None +12 1929 0.3320830464363098 798.8543090820312 788.42724609375 None None None +12 1930 0.33204782009124756 798.8953857421875 788.4694213867188 None None None +12 1931 0.3320635259151459 798.9093627929688 788.48291015625 None None None +12 1932 0.3320828378200531 798.885009765625 788.4580078125 None None None +12 1933 0.3320862352848053 798.884765625 788.4576416015625 None None None +12 1934 0.3320898115634918 798.8884887695312 788.4613037109375 None None None +12 1935 0.33207938075065613 798.8423461914062 788.4154052734375 None None None +12 1936 0.33206331729888916 798.8809814453125 788.45458984375 None None None +12 1937 0.3320108652114868 798.8796997070312 788.4549560546875 None None None +12 1938 0.3320002555847168 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0.33192431926727295 798.8251953125 788.4031982421875 None None None +12 1952 0.3318909704685211 798.826171875 788.4052124023438 None None None +12 1953 0.33182498812675476 798.8192749023438 788.400390625 None None None +12 1954 0.33180877566337585 798.8072509765625 788.3887939453125 None None None +12 1955 0.33183297514915466 798.7216186523438 788.3024291992188 None None None +12 1956 0.3318185806274414 798.6953125 788.2764892578125 None None None +12 1957 0.3317779004573822 798.7211303710938 788.3035888671875 None None None +12 1958 0.3317704498767853 798.6868286132812 788.2694702148438 None None None +12 1959 0.3317623734474182 798.8002319335938 788.3831176757812 None None None +12 1960 0.33173325657844543 798.8689575195312 788.4526977539062 None None None +12 1961 0.3317687511444092 798.8414916992188 788.4241333007812 None None None +12 1962 0.3317730724811554 798.7982177734375 788.3806762695312 None None None +12 1963 0.33183708786964417 798.7869873046875 788.367431640625 None None None +12 1964 0.3318282961845398 798.7723388671875 788.35302734375 None None None +12 1965 0.33175790309906006 798.8095703125 788.3924560546875 None None None +12 1966 0.33178389072418213 798.8150634765625 788.3971557617188 None None None +12 1967 0.3317662179470062 798.8323974609375 788.4151000976562 None None None +12 1968 0.33177024126052856 798.8453979492188 788.4280395507812 None None None +12 1969 0.3317323923110962 798.7921142578125 788.3759155273438 None None None +12 1970 0.3317220211029053 798.7380981445312 788.3221435546875 None None None +12 1971 0.33168935775756836 798.7528076171875 788.3378295898438 None None None +12 1972 0.33170339465141296 798.6904296875 788.2750854492188 None None None +12 1973 0.3316716253757477 798.6698608398438 788.2554321289062 None None None +12 1974 0.3316679298877716 798.6358032226562 788.2214965820312 None None None +12 1975 0.3316676914691925 798.6058349609375 788.1915283203125 None None None +12 1976 0.331682413816452 798.5938720703125 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0.3316153883934021 798.60205078125 788.1895141601562 None None None +12 1990 0.33164793252944946 798.6231689453125 788.2095947265625 None None None +12 1991 0.3316315710544586 798.6489868164062 788.2359008789062 None None None +12 1992 0.33160173892974854 798.6392211914062 788.22705078125 None None None +12 1993 0.33161693811416626 798.5917358398438 788.1790161132812 None None None +12 1994 0.3315964341163635 798.6258544921875 788.2138671875 None None None +12 1995 0.33157166838645935 798.65380859375 788.2426147460938 None None None +12 1996 0.33158907294273376 798.6544189453125 788.24267578125 None None None +12 1997 0.33155351877212524 798.6625366210938 788.2518920898438 None None None +12 1998 0.33154886960983276 798.6429443359375 788.232421875 None None None +12 1999 0.33153101801872253 798.67529296875 788.265380859375 None None None +12 2000 0.3315044939517975 798.7168579101562 788.3077392578125 None None None +12 2001 0.3314911723136902 798.6572265625 788.2484741210938 None None 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0.28226739168167114 785.0872802734375 776.223876953125 None None None +15 1959 0.282241553068161 785.0974731445312 776.23486328125 None None None +15 1960 0.28226011991500854 785.1644897460938 776.30126953125 None None None +15 1961 0.28224119544029236 785.2109985351562 776.3484497070312 None None None +15 1962 0.282250314950943 785.2328491210938 776.3699951171875 None None None +15 1963 0.28220438957214355 785.2258911132812 776.3645629882812 None None None +15 1964 0.2821803689002991 785.275634765625 776.4150390625 None None None +15 1965 0.2821856439113617 785.3365478515625 776.4757690429688 None None None +15 1966 0.28217649459838867 785.3245849609375 776.4640502929688 None None None +15 1967 0.2821624279022217 785.3268432617188 776.4667358398438 None None None +15 1968 0.28216055035591125 785.3162841796875 776.4562377929688 None None None +15 1969 0.2821814715862274 785.2923583984375 776.431640625 None None None +15 1970 0.28211766481399536 785.2859497070312 776.42724609375 None 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0.28201648592948914 785.2778930664062 776.4223022460938 None None None +15 1997 0.28200358152389526 785.2705078125 776.4153442382812 None None None +15 1998 0.28196704387664795 785.2810668945312 776.427001953125 None None None +15 1999 0.28196752071380615 785.2716674804688 776.4176025390625 None None None +15 2000 0.28198474645614624 785.2987060546875 776.4441528320312 None None None +15 2001 0.2820085883140564 785.3097534179688 776.4544677734375 None None None +15 2002 0.28200244903564453 785.2689819335938 776.4138793945312 None None None +15 2003 0.28204962611198425 785.3223266601562 776.4656982421875 None None None +15 2004 0.28207212686538696 785.2779541015625 776.4205322265625 None None None +15 2005 0.282071590423584 785.232666015625 776.3753051757812 None None None +15 2006 0.282036155462265 785.2619018554688 776.4056396484375 None None None +15 2007 0.28204551339149475 785.240234375 776.3836059570312 None None None +15 2008 0.28207680583000183 785.1982421875 776.3406372070312 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0.27401718497276306 781.486328125 772.882080078125 None None None +16 1896 0.2740180194377899 781.5105590820312 772.90625 None None None +16 1897 0.2740131914615631 781.5137939453125 772.9096069335938 None None None +16 1898 0.2739890515804291 781.4838256835938 772.8804321289062 None None None +16 1899 0.2740110456943512 781.5390014648438 772.9348754882812 None None None +16 1900 0.2739917039871216 781.4785766601562 772.8750610351562 None None None +16 1901 0.27399131655693054 781.5208740234375 772.9174194335938 None None None +16 1902 0.27399516105651855 781.5254516601562 772.9219360351562 None None None +16 1903 0.27400028705596924 781.5106811523438 772.9069213867188 None None None +16 1904 0.27396851778030396 781.5487060546875 772.9459228515625 None None None +16 1905 0.27397364377975464 781.5186767578125 772.9157104492188 None None None +16 1906 0.27400100231170654 781.5433959960938 772.9396362304688 None None None +16 1907 0.27394768595695496 781.5125732421875 772.9105224609375 None None None +16 1908 0.2739271819591522 781.47802734375 772.8765869140625 None None None +16 1909 0.27386993169784546 781.488037109375 772.888427734375 None None None +16 1910 0.273844838142395 781.4801635742188 772.8812866210938 None None None +16 1911 0.27383455634117126 781.4457397460938 772.8472290039062 None None None +16 1912 0.27378907799720764 781.4671630859375 772.8700561523438 None None None +16 1913 0.2737630307674408 781.4974365234375 772.901123046875 None None None +16 1914 0.27377068996429443 781.4281616210938 772.8316650390625 None None None +16 1915 0.27378538250923157 781.4520874023438 772.8551025390625 None None None +16 1916 0.2737553119659424 781.4465942382812 772.8506469726562 None None None +16 1917 0.27376964688301086 781.4058837890625 772.8094482421875 None None None +16 1918 0.2737433910369873 781.3555297851562 772.7598876953125 None None None +16 1919 0.2737075388431549 781.3890991210938 772.7945556640625 None None None +16 1920 0.2736991047859192 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1933 0.27375534176826477 781.4951782226562 772.899169921875 None None None +16 1934 0.2738085687160492 781.4566040039062 772.8590087890625 None None None +16 1935 0.2737591862678528 781.4697265625 772.8736572265625 None None None +16 1936 0.2737354636192322 781.49560546875 772.9003295898438 None None None +16 1937 0.27376288175582886 781.5022583007812 772.9061279296875 None None None +16 1938 0.27374449372291565 781.5114135742188 772.9158325195312 None None None +16 1939 0.27369508147239685 781.5486450195312 772.95458984375 None None None +16 1940 0.27368271350860596 781.5301513671875 772.9364624023438 None None None +16 1941 0.27369558811187744 781.5042114257812 772.9100952148438 None None None +16 1942 0.27367690205574036 781.41796875 772.8245239257812 None None None +16 1943 0.27369728684425354 781.4512329101562 772.8570556640625 None None None +16 1944 0.27375200390815735 781.4396362304688 772.8438110351562 None None None +16 1945 0.27379268407821655 781.4542846679688 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None None None +16 1984 0.27367961406707764 781.2911376953125 772.6976928710938 None None None +16 1985 0.2737324833869934 781.2387084960938 772.6436767578125 None None None +16 1986 0.27371999621391296 781.2505493164062 772.6559448242188 None None None +16 1987 0.2737340033054352 781.2478637695312 772.6527709960938 None None None +16 1988 0.27371618151664734 781.2388916015625 772.6444091796875 None None None +16 1989 0.273699551820755 781.2553100585938 772.6614379882812 None None None +16 1990 0.2736959159374237 781.2578125 772.6640625 None None None +16 1991 0.2736718952655792 781.3002319335938 772.7072143554688 None None None +16 1992 0.2736373543739319 781.3007202148438 772.7088012695312 None None None +16 1993 0.2736162841320038 781.254150390625 772.662841796875 None None None +16 1994 0.2736204266548157 781.2800903320312 772.6886596679688 None None None +16 1995 0.2735954821109772 781.2691040039062 772.6784057617188 None None None +16 1996 0.2736140787601471 781.2774658203125 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0.2736798822879791 781.3676147460938 772.774169921875 None None None +16 2010 0.2736363112926483 781.3753051757812 772.7833251953125 None None None +16 2011 0.27370306849479675 781.3328857421875 772.7388305664062 None None None +16 2012 0.27369120717048645 781.3286743164062 772.7349853515625 None None None +16 2013 0.2736874520778656 781.3155517578125 772.721923828125 None None None +16 2014 0.27369433641433716 781.2689819335938 772.6751098632812 None None None +16 2015 0.2736701965332031 781.2963256835938 772.7031860351562 None None None +16 2016 0.2736438512802124 781.284423828125 772.6920776367188 None None None +16 2017 0.2736145257949829 781.3287353515625 772.7373046875 None None None +16 2018 0.27362918853759766 781.3737182617188 772.7817993164062 None None None +16 2019 0.27366408705711365 781.3418579101562 772.7489013671875 None None None +16 2020 0.2736513316631317 781.3609008789062 772.7683715820312 None None None +16 2021 0.273686945438385 781.3582153320312 772.7645263671875 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0.27340003848075867 782.1026000976562 773.5182495117188 None None None +16 2391 0.27338770031929016 782.1239013671875 773.5399169921875 None None None +16 2392 0.27338582277297974 782.12109375 773.5372924804688 None None None +16 2393 0.2733720541000366 782.0910034179688 773.5076293945312 None None None +16 2394 0.2733897268772125 782.07958984375 773.49560546875 None None None +16 2395 0.27338582277297974 782.0881958007812 773.50439453125 None None None +16 2396 0.27337902784347534 782.0679931640625 773.484375 None None None +16 2397 0.2733505070209503 782.0615844726562 773.4788818359375 None None None +16 2398 0.27332809567451477 782.0587158203125 773.4767456054688 None None None +16 2399 0.27331289649009705 782.0513916015625 773.4698486328125 None None None +16 2400 0.27330657839775085 782.0532836914062 773.4719848632812 None None None +16 2401 0.27330949902534485 782.0661010742188 773.4847412109375 None None None +16 2402 0.27327704429626465 782.0682373046875 773.4878540039062 None 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0.2732348144054413 781.919921875 773.3409423828125 None None None +16 2429 0.2732378840446472 781.9143676757812 773.3352661132812 None None None +16 2430 0.2732189893722534 781.9114379882812 773.3328857421875 None None None +16 2431 0.2732517421245575 781.9346923828125 773.3551025390625 None None None +16 2432 0.27325329184532166 781.9430541992188 773.3634033203125 None None None +16 2433 0.2732234299182892 781.9481811523438 773.3695068359375 None None None +16 2434 0.27321234345436096 781.9124755859375 773.3341674804688 None None None +16 2435 0.27325278520584106 781.900390625 773.32080078125 None None None +16 2436 0.27325186133384705 781.89404296875 773.314453125 None None None +16 2437 0.27324730157852173 781.909912109375 773.33056640625 None None None +16 2438 0.27323639392852783 781.9073486328125 773.3283081054688 None None None +16 2439 0.27324825525283813 781.9147338867188 773.3353271484375 None None None +16 2440 0.27321067452430725 781.9049682617188 773.3267822265625 None None None +16 2441 0.2731912434101105 781.9042358398438 773.3265991210938 None None None +16 2442 0.27320319414138794 781.9324340820312 773.3544311523438 None None None +16 2443 0.27319878339767456 781.8941650390625 773.3163452148438 None None None +16 2444 0.27318504452705383 781.8773803710938 773.2998657226562 None None None +16 2445 0.2731916010379791 781.9188232421875 773.3411254882812 None None None +16 2446 0.27316921949386597 781.8958740234375 773.31884765625 None None None +16 2447 0.2731890082359314 781.8504638671875 773.2728271484375 None None None +16 2448 0.2731710970401764 781.8748779296875 773.2978515625 None None None +16 2449 0.27314046025276184 781.92138671875 773.3452758789062 None None None +16 2450 0.27313297986984253 781.9083862304688 773.3324584960938 None None None diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a782e366f069414b34772e2f3ddc6cf3937d42f --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 02:31:58.485672: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.410434: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.415495: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:32:01.455014: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.455099: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.483212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.483350: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.496755: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.502679: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.524434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.530220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.531357: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.533029: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.533381: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 02:32:01.534220: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.534475: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:83:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.534508: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.534536: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.534561: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.534585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.534608: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.534631: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.534654: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.534677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.535021: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.536279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:03.481104: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:32:03.481210: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:32:03.481227: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:32:03.484220: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:83:00.0, compute capability: 6.0) +2023-07-15 02:32:04.348203: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c5e7f0ab34cacc09fce74b339dd487194d80a99 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/new_model_formats/bias_model_scaled diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet.params.json b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..d7d9c29d3c36f02afd5033d8f3d273085341ba33 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "31.4", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..224b972318a7dcc28ee5c9e48c57dcdd1c452041 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 20.0 +counts_sum_max_thresh 4914.76 +trainings_pts_post_thresh 170980 diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..b98b625cd73254736c4bf740b8757343f0309175 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 01:29:47.322510: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.618976: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:49.622325: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:29:49.785352: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:49.785417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.804013: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:49.804081: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:49.813354: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:49.817724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:49.832985: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:49.837369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:49.838421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:49.852186: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:49.852509: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 01:29:49.853352: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:49.883017: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:49.883071: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.883103: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:49.883126: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:49.883146: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:49.883166: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:49.883184: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:49.883203: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:49.883221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:49.939871: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:49.941993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:53.377407: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:29:53.377507: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:29:53.377520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:29:53.383674: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0) +2023-07-15 01:29:55.433219: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac35c92d9868ae2426dbc0ce540b345c87b26b1 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/new_model_formats/chrombpnet diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..13a21bc6e4bd237fdeead33674a3516d8cf1f719 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 31.4 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f17e8180eecfb0bae433f76b8b5feb5c06405a --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f17e8180eecfb0bae433f76b8b5feb5c06405a --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3/new_model_formats/chrombpnet_wo_bias diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..5edc1e828f4d11cda6efc136c4a7c725e7257fb7 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.epoch_loss.csv @@ -0,0 +1,18 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,0.8699002265930176,909.8065795898438,937.1212158203125,0.5994676947593689,851.65380859375,870.477294921875 +1,0.582341194152832,854.4227905273438,872.7086181640625,0.5460228323936462,833.202392578125,850.3472290039062 +2,0.53722083568573,839.882568359375,856.7503051757812,0.5129757523536682,829.68603515625,845.7933349609375 +3,0.5055055618286133,831.9761962890625,847.8489990234375,0.48631778359413147,822.828857421875,838.0994873046875 +4,0.47836533188819885,826.4766235351562,841.4971923828125,0.4627789556980133,823.7593383789062,838.290771484375 +5,0.45725446939468384,822.3226928710938,836.6790771484375,0.469858855009079,814.5591430664062,829.3123779296875 +6,0.4444861114025116,818.154541015625,832.1106567382812,0.45278748869895935,813.50537109375,827.7227783203125 +7,0.4309854209423065,815.4967651367188,829.0303955078125,0.4488302767276764,822.1963500976562,836.2893676757812 +8,0.4194117784500122,812.3782958984375,825.5479736328125,0.46678686141967773,816.841796875,831.4984741210938 +9,0.4072954058647156,810.2271728515625,823.0160522460938,0.44608423113822937,814.3143310546875,828.3218994140625 +10,0.3645694851875305,798.9293212890625,810.3780517578125,0.44382259249687195,815.2677001953125,829.2034912109375 +11,0.34445762634277344,793.9647216796875,804.7815551757812,0.44273900985717773,810.193115234375,824.0952758789062 +12,0.3303473889827728,789.5451049804688,799.9181518554688,0.4418638348579407,817.236328125,831.1109619140625 +13,0.31879761815071106,786.0247192382812,796.0361328125,0.4383610785007477,820.5518188476562,834.3167724609375 +14,0.3058021664619446,784.1783447265625,793.7797241210938,0.44302836060523987,822.2937622070312,836.20458984375 +15,0.281404972076416,777.1698608398438,786.00634765625,0.445730596780777,816.1965942382812,830.1921997070312 +16,0.27313297986984253,773.3324584960938,781.9083862304688,0.44899824261665344,820.2599487304688,834.3584594726562 diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stderr.txt b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..f60ac5fa584b5044ed70782a271719911604b202 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stderr.txt @@ -0,0 +1,338 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2022-10-17 09:54:13.665164: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:05:02.001542: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:05:02.006808: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 10:05:02.069897: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 10:05:02.069984: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:05:02.100386: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:05:02.100537: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:05:02.116651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:05:02.124061: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:05:02.150838: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:05:02.157589: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:05:02.159079: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:05:02.163360: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:05:02.163792: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 10:05:02.164873: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:05:02.165413: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 10:05:02.165456: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:05:02.165486: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:05:02.165513: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:05:02.165538: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:05:02.165564: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:05:02.165589: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:05:02.165615: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:05:02.165641: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:05:02.168046: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:05:02.169731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:05:04.326653: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 10:05:04.326726: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 10:05:04.326746: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 10:05:04.332667: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2022-10-17 10:05:06.232096: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 10:05:06.250108: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 10:05:06.524680: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:05:07.892863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:05:07.904056: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:06:00.978898: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:06:03.445515: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:06:03.446733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 10:06:03.500650: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 10:06:03.500731: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:06:03.504255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:06:03.504352: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:06:03.505933: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:06:03.506344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:06:03.509888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:06:03.510815: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:06:03.511210: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:06:03.512267: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:06:03.512661: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 10:06:03.512764: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 10:06:03.513297: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 10:06:03.513340: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:06:03.513374: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:06:03.513404: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:06:03.513432: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 10:06:03.513459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 10:06:03.513487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 10:06:03.513514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 10:06:03.513542: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 10:06:03.516213: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 10:06:03.516275: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 10:06:04.243116: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 10:06:04.243227: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 10:06:04.243248: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 10:06:04.245940: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2022-10-17 10:15:38.990580: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 10:15:38.991354: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 10:15:41.229018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 10:15:41.555733: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 10:15:41.579504: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +WARNING:tensorflow:Callback method `on_train_batch_end` is slow compared to the batch time (batch time: 0.2149s vs `on_train_batch_end` time: 0.2926s). Check your callbacks. +2022-10-17 17:08:17.066836: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:08:20.829681: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:08:20.831010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 17:08:20.884788: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:08:20.884900: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:08:20.888565: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:08:20.888691: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:08:20.890313: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:08:20.890739: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:08:20.894319: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:08:20.895297: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:08:20.895790: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:08:20.899081: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:08:20.899516: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 17:08:20.899632: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:08:20.900171: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:08:20.900212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:08:20.900262: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:08:20.900295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:08:20.900344: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:08:20.900378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:08:20.900409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:08:20.900440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:08:20.900472: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:08:20.901343: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:08:20.901390: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:08:21.634993: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 17:08:21.635108: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 17:08:21.635129: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 17:08:21.636837: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2022-10-17 17:11:15.370110: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 17:11:15.375767: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 17:11:15.509886: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:11:15.813828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:11:15.816405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 17:17:08.756933: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:17:12.283894: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:17:12.285178: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 17:17:12.344156: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:17:12.344267: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:17:12.347888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:17:12.348010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:17:12.349649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:17:12.350050: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:17:12.353698: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:17:12.354646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:17:12.355095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:17:12.356156: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:17:12.356575: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 17:17:12.356689: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:17:12.357194: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:17:12.357229: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:17:12.357261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:17:12.357289: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:17:12.357341: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:17:12.357371: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:17:12.357399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:17:12.357426: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:17:12.357454: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:17:12.358335: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:17:12.358380: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:17:13.093084: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 17:17:13.093196: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 17:17:13.093217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 17:17:13.095429: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 17:19:36.584820: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 17:19:36.588085: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 17:19:36.675565: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:19:36.984801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:19:36.986567: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 17:25:02.634149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:25:07.079577: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:25:07.080848: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 17:25:07.144354: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:25:07.144464: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:25:07.148045: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:25:07.148141: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:25:07.149748: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:25:07.150141: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:25:07.153657: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:25:07.154576: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:25:07.155024: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:25:07.157059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:25:07.157460: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 17:25:07.157557: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:25:07.158056: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:25:07.158092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:25:07.158149: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:25:07.158180: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:25:07.158208: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:25:07.158235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:25:07.158261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:25:07.158288: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:25:07.158321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:25:07.160188: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:25:07.160242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:25:07.887278: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 17:25:07.887393: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 17:25:07.887414: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 17:25:07.889004: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2022-10-17 17:27:32.230290: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 17:27:32.232636: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 17:27:32.287483: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:27:32.588846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:27:32.590698: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 17:29:19.947415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:29:21.763857: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:29:21.765123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 17:29:21.818718: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:29:21.818833: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:29:21.822400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:29:21.822517: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:29:21.824111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:29:21.824524: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:29:21.828058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:29:21.828988: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:29:21.829458: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:29:21.830909: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:29:21.831291: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 17:29:21.831400: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:29:21.831930: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:29:21.831980: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:29:21.832017: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:29:21.832047: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:29:21.832077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:29:21.832105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:29:21.832133: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:29:21.832161: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:29:21.832189: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:29:21.833095: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:29:21.833181: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:29:22.631110: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 17:29:22.631201: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 17:29:22.631222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 17:29:22.632798: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 17:30:11.225997: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 17:30:11.226707: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 17:30:11.551337: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:30:11.975204: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:30:11.977535: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:30:17.525259: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 17:30:17.525831: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.96GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 17:30:18.023301: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 17:30:18.023848: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.77GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 17:31:18.996124: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.71GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +2022-10-17 17:31:18.996706: W tensorflow/core/common_runtime/bfc_allocator.cc:248] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.71GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available. +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_3//footprints’: File exists +2022-10-17 17:34:23.294011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:34:25.109583: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:34:25.110829: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 17:34:25.168096: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:34:25.168237: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:34:25.171741: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:34:25.171839: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:34:25.173424: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:34:25.173818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:34:25.177381: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:34:25.178286: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:34:25.178754: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:34:25.179791: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:34:25.180165: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 17:34:25.180259: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 17:34:25.180766: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:08:00.0 name: NVIDIA TITAN V computeCapability: 7.0 +coreClock: 1.455GHz coreCount: 80 deviceMemorySize: 11.78GiB deviceMemoryBandwidth: 607.97GiB/s +2022-10-17 17:34:25.180814: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:34:25.180849: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:34:25.180879: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:34:25.180909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 17:34:25.180942: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 17:34:25.180974: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 17:34:25.181005: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 17:34:25.181036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 17:34:25.184360: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 17:34:25.184428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 17:34:25.907024: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 17:34:25.907138: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 17:34:25.907159: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 17:34:25.909278: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10912 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:08:00.0, compute capability: 7.0) +2022-10-17 17:34:51.155192: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 17:34:51.155878: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400085000 Hz +2022-10-17 17:34:51.369311: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 17:34:51.768569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 17:34:51.770660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_3/logs.models.fold_3.ENCSR576UAF/logfile.modelling.fold_3.ENCSR576UAF.stdout.txt 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"logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.batch_loss.tsv b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..d5edfbf93c18956e4f43864f7ee0a2fbd990f19c --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.batch_loss.tsv @@ -0,0 +1,37276 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.861611843109131 1059.9776611328125 973.2708740234375 None None None +0 1 2.624112367630005 1209.3001708984375 1129.78955078125 None None None +0 2 2889.967041015625 88736.84375 1170.83984375 None None None +0 3 2170.698486328125 66868.4453125 1096.2772216796875 None None None +0 4 1736.962646484375 53666.2734375 1036.302734375 None None None +0 5 1448.14794921875 44939.59375 1060.7100830078125 None None None +0 6 1241.7725830078125 38685.51171875 1059.8018798828125 None None None +0 7 1086.902099609375 33966.2578125 1033.122314453125 None None None +0 8 966.5487060546875 30334.9140625 1048.4837646484375 None None None +0 9 870.1912231445312 27403.115234375 1036.3182373046875 None None None +0 10 791.3788452148438 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7.118533611297607 1152.4656982421875 936.7728881835938 None None None +0 1763 7.11479377746582 1152.3360595703125 936.7566528320312 None None None +0 1764 7.111199378967285 1152.224853515625 936.7542724609375 None None None +0 1765 7.107515335083008 1152.0093994140625 936.6505126953125 None None None +0 1766 7.104098320007324 1151.953857421875 936.6985473632812 None None None +0 1767 7.100581645965576 1151.854248046875 936.7055053710938 None None None +0 1768 7.097048759460449 1151.7191162109375 936.6773681640625 None None None +0 1769 7.093520641326904 1151.5321044921875 936.59716796875 None None None +0 1770 7.090013027191162 1151.4044189453125 936.5758056640625 None None None +0 1771 7.086431503295898 1151.2470703125 936.5269775390625 None None None +0 1772 7.082696914672852 1151.04248046875 936.435546875 None None None +0 1773 7.07905387878418 1150.8514404296875 936.3548583984375 None None None +0 1774 7.075321197509766 1150.64501953125 936.2615966796875 None None None +0 1775 7.071847915649414 1150.6048583984375 936.32666015625 None None None +0 1776 7.068302631378174 1150.53564453125 936.3649291992188 None None None +0 1777 7.0647454261779785 1150.35498046875 936.2920532226562 None None None +0 1778 7.06122350692749 1150.2257080078125 936.2693481445312 None None None +0 1779 7.057776927947998 1150.184326171875 936.3323974609375 None None None +0 1780 7.054345607757568 1149.909423828125 936.1615600585938 None None None +0 1781 7.0508294105529785 1149.8154296875 936.174072265625 None None None +0 1782 7.047438621520996 1149.6876220703125 936.1489868164062 None None None +0 1783 7.043910026550293 1149.54833984375 936.1166381835938 None None None +0 1784 7.040475845336914 1149.399658203125 936.072021484375 None None None +0 1785 7.036892414093018 1149.278564453125 936.0594482421875 None None None +0 1786 7.033507347106934 1149.1822509765625 936.0656127929688 None None None +0 1787 7.030017852783203 1149.028076171875 936.0172119140625 None None None +0 1788 7.026415824890137 1148.83935546875 935.937744140625 None None None +0 1789 7.022877216339111 1148.6412353515625 935.8467407226562 None None None +0 1790 7.019407272338867 1148.5716552734375 935.88232421875 None None None +0 1791 7.015958786010742 1148.4241943359375 935.8394165039062 None None None +0 1792 7.0125508308410645 1148.1956787109375 935.7141723632812 None None None +0 1793 7.009016990661621 1148.037841796875 935.6633911132812 None None None +0 1794 7.005594253540039 1147.953369140625 935.6825561523438 None None None +0 1795 7.002148151397705 1147.8328857421875 935.6665649414062 None None None +0 1796 6.998857498168945 1147.7989501953125 935.7323608398438 None None None +0 1797 6.9954609870910645 1147.681884765625 935.7181396484375 None None None +0 1798 6.991943359375 1147.612060546875 935.7548217773438 None None None +0 1799 6.98847770690918 1147.4378662109375 935.6856079101562 None None None +0 1800 6.9849467277526855 1147.2742919921875 935.6290893554688 None None None +0 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None +0 1814 6.937369346618652 1145.7850341796875 935.5813598632812 None None None +0 1815 6.934000492095947 1145.634521484375 935.5328979492188 None None None +0 1816 6.930542469024658 1145.4439697265625 935.4471435546875 None None None +0 1817 6.927150726318359 1145.3310546875 935.4369506835938 None None None +0 1818 6.923729419708252 1145.1888427734375 935.3983764648438 None None None +0 1819 6.920307159423828 1145.0858154296875 935.3990478515625 None None None +0 1820 6.916847229003906 1144.9171142578125 935.335205078125 None None None +0 1821 6.913421630859375 1144.7679443359375 935.289794921875 None None None +0 1822 6.910195827484131 1144.58984375 935.2095947265625 None None None +0 1823 6.90684175491333 1144.5174560546875 935.2388916015625 None None None +0 1824 6.903512477874756 1144.3594970703125 935.1817626953125 None None None +0 1825 6.90015983581543 1144.174072265625 935.097900390625 None None None +0 1826 6.896759033203125 1143.9974365234375 935.0243530273438 None None None +0 1827 6.893363952636719 1143.844482421875 934.9743041992188 None None None +0 1828 6.889967441558838 1143.74072265625 934.9734497070312 None None None +0 1829 6.886686325073242 1143.6036376953125 934.9356689453125 None None None +0 1830 6.88340950012207 1143.4735107421875 934.9049072265625 None None None +0 1831 6.880016803741455 1143.3203125 934.8544311523438 None None None +0 1832 6.876616477966309 1143.2298583984375 934.8670654296875 None None None +0 1833 6.873349189758301 1143.072021484375 934.8082885742188 None None None +0 1834 6.870090961456299 1142.888916015625 934.7238159179688 None None None +0 1835 6.86684513092041 1142.8526611328125 934.785888671875 None None None +0 1836 6.863532543182373 1142.692626953125 934.7261352539062 None None None +0 1837 6.860146999359131 1142.5396728515625 934.6758422851562 None None None +0 1838 6.85672664642334 1142.39697265625 934.63671875 None None None +0 1839 6.8534369468688965 1142.318603515625 934.657958984375 None None None +0 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1140.3424072265625 934.0773315429688 None None None +0 1854 6.804175853729248 1140.2935791015625 934.1254272460938 None None None +0 1855 6.800943374633789 1140.1708984375 934.1006469726562 None None None +0 1856 6.797658443450928 1140.0892333984375 934.1184692382812 None None None +0 1857 6.794323921203613 1140.027587890625 934.157958984375 None None None +0 1858 6.791152477264404 1139.9249267578125 934.1513671875 None None None +0 1859 6.787924289703369 1139.8009033203125 934.1250610351562 None None None +0 1860 6.784640789031982 1139.73291015625 934.156494140625 None None None +0 1861 6.781411647796631 1139.61474609375 934.1363525390625 None None None +0 1862 6.77819299697876 1139.4417724609375 934.0608520507812 None None None +0 1863 6.774904727935791 1139.2696533203125 933.9884643554688 None None None +0 1864 6.771789073944092 1139.2410888671875 934.0543212890625 None None None +0 1865 6.768598556518555 1139.0889892578125 933.9988403320312 None None None +0 1866 6.76536750793457 1138.9547119140625 933.9624633789062 None None None +0 1867 6.761995315551758 1138.7847900390625 933.8947143554688 None None None +0 1868 6.758716583251953 1138.7265625 933.9359130859375 None None None +0 1869 6.75548791885376 1138.5557861328125 933.8629760742188 None None None +0 1870 6.752286434173584 1138.4556884765625 933.8598022460938 None None None +0 1871 6.749044418334961 1138.294921875 933.7973022460938 None None None +0 1872 6.745950698852539 1138.1201171875 933.7161254882812 None None None +0 1873 6.7426533699035645 1138.000244140625 933.6961669921875 None None None +0 1874 6.739403247833252 1137.858642578125 933.6530151367188 None None None +0 1875 6.736237049102783 1137.700927734375 933.5912475585938 None None None +0 1876 6.733031749725342 1137.5260009765625 933.513427734375 None None None +0 1877 6.7298736572265625 1137.3870849609375 933.47021484375 None None None +0 1878 6.726677417755127 1137.2398681640625 933.4198608398438 None None None +0 1879 6.723467826843262 1137.0902099609375 933.367431640625 None None None +0 1880 6.720285415649414 1136.9881591796875 933.3618774414062 None None None +0 1881 6.717149257659912 1136.9000244140625 933.3685913085938 None None None +0 1882 6.713968753814697 1136.7744140625 933.3394165039062 None None None +0 1883 6.710750579833984 1136.6405029296875 933.3030395507812 None None None +0 1884 6.707673072814941 1136.4697265625 933.2255249023438 None None None +0 1885 6.704463005065918 1136.2969970703125 933.1502075195312 None None None +0 1886 6.7012434005737305 1136.1422119140625 933.093017578125 None None None +0 1887 6.6979660987854 1135.9033203125 932.953369140625 None None None +0 1888 6.695019245147705 1135.8460693359375 932.9853515625 None None None +0 1889 6.691808700561523 1135.6944580078125 932.93115234375 None None None +0 1890 6.6886796951293945 1135.574951171875 932.9064331054688 None None None +0 1891 6.685614585876465 1135.557373046875 932.9817504882812 None None None +0 1892 6.682450294494629 1135.4398193359375 932.9599609375 None None None +0 1893 6.679411888122559 1135.3262939453125 932.9384765625 None None None +0 1894 6.676381587982178 1135.179931640625 932.8839721679688 None None None +0 1895 6.673274517059326 1135.0516357421875 932.849853515625 None None None +0 1896 6.67010498046875 1135.003173828125 932.897216796875 None None None +0 1897 6.667092323303223 1134.9639892578125 932.9494018554688 None None None +0 1898 6.663963317871094 1134.898681640625 932.9789428710938 None None None +0 1899 6.660925388336182 1134.8441162109375 933.0164794921875 None None None +0 1900 6.657721042633057 1134.6806640625 932.9500122070312 None None None +0 1901 6.654575347900391 1134.6317138671875 932.9964599609375 None None None +0 1902 6.651457786560059 1134.56005859375 933.0192260742188 None None None +0 1903 6.648416042327881 1134.481689453125 933.0330200195312 None None None +0 1904 6.645373344421387 1134.312255859375 932.9557495117188 None None None +0 1905 6.642233848571777 1134.2471923828125 932.9857177734375 None None None +0 1906 6.639054775238037 1134.1357421875 932.9706420898438 None None None +0 1907 6.636006832122803 1134.1339111328125 933.0610961914062 None None None +0 1908 6.632940769195557 1133.955810546875 932.9758911132812 None None None +0 1909 6.629847526550293 1133.9049072265625 933.0186767578125 None None None +0 1910 6.6267900466918945 1133.7476806640625 932.9541625976562 None None None +0 1911 6.623857498168945 1133.637451171875 932.9326782226562 None None None +0 1912 6.620647430419922 1133.5506591796875 932.9431762695312 None None None +0 1913 6.617523193359375 1133.4654541015625 932.9525756835938 None None None +0 1914 6.614387512207031 1133.34716796875 932.92919921875 None None None +0 1915 6.61124324798584 1133.178955078125 932.8563232421875 None None None +0 1916 6.608088970184326 1133.004150390625 932.7771606445312 None None None +0 1917 6.604905605316162 1132.8687744140625 932.73828125 None None None +0 1918 6.6018500328063965 1132.792724609375 932.7548828125 None None None +0 1919 6.59870719909668 1132.6973876953125 932.754638671875 None None None +0 1920 6.595639228820801 1132.5718994140625 932.72216796875 None None None +0 1921 6.59260368347168 1132.3887939453125 932.6309814453125 None None None +0 1922 6.58948278427124 1132.262939453125 932.5996704101562 None None None +0 1923 6.586415767669678 1132.130859375 932.5604858398438 None None None +0 1924 6.583270072937012 1131.9156494140625 932.4405517578125 None None None +0 1925 6.580258846282959 1131.8116455078125 932.4278564453125 None None None +0 1926 6.5772480964660645 1131.71484375 932.4221801757812 None None None +0 1927 6.574147701263428 1131.52392578125 932.3252563476562 None None None +0 1928 6.571220874786377 1131.468505859375 932.3585815429688 None None None +0 1929 6.568245887756348 1131.400390625 932.3805541992188 None None None +0 1930 6.565202236175537 1131.2513427734375 932.3237915039062 None None None +0 1931 6.562194347381592 1131.1934814453125 932.3569946289062 None None None +0 1932 6.559184551239014 1131.0533447265625 932.30810546875 None None None +0 1933 6.556166172027588 1130.8760986328125 932.2222290039062 None None None +0 1934 6.553025245666504 1130.7127685546875 932.154052734375 None None None +0 1935 6.549984931945801 1130.54931640625 932.082763671875 None None None +0 1936 6.546886444091797 1130.3731689453125 932.00048828125 None None None +0 1937 6.543951034545898 1130.2403564453125 931.9566040039062 None None None +0 1938 6.54105281829834 1130.1700439453125 931.9741821289062 None None None +0 1939 6.538012504577637 1130.0567626953125 931.9530029296875 None None None +0 1940 6.534985542297363 1130.000732421875 931.9887084960938 None None None +0 1941 6.531958103179932 1129.889892578125 931.969482421875 None None None +0 1942 6.528980731964111 1129.813232421875 931.9830932617188 None None None +0 1943 6.525905609130859 1129.6573486328125 931.9205322265625 None None None +0 1944 6.522898197174072 1129.56298828125 931.917236328125 None None None +0 1945 6.519819736480713 1129.4088134765625 931.8563232421875 None None None +0 1946 6.516878604888916 1129.3758544921875 931.9124755859375 None None None +0 1947 6.513901710510254 1129.2352294921875 931.8619995117188 None None None +0 1948 6.510776996612549 1129.0362548828125 931.7577514648438 None None None +0 1949 6.50788688659668 1128.8966064453125 931.7056274414062 None None None +0 1950 6.505044460296631 1128.86962890625 931.7647094726562 None None None +0 1951 6.502150535583496 1128.7598876953125 931.7426147460938 None None None +0 1952 6.499098777770996 1128.58251953125 931.6577758789062 None None None +0 1953 6.496192932128906 1128.443115234375 931.6063232421875 None None None +0 1954 6.493156433105469 1128.3270263671875 931.582275390625 None None None +0 1955 6.4903178215026855 1128.308349609375 931.6495971679688 None None None +0 1956 6.487417697906494 1128.21142578125 931.6406860351562 None None None +0 1957 6.48443603515625 1128.186279296875 931.705810546875 None None None +0 1958 6.481414318084717 1127.987060546875 931.59814453125 None None None +0 1959 6.478487014770508 1127.8699951171875 931.5698852539062 None None None +0 1960 6.475537300109863 1127.736328125 931.5254516601562 None None None +0 1961 6.47262716293335 1127.618896484375 931.4962158203125 None None None +0 1962 6.469847202301025 1127.5716552734375 931.5332641601562 None None None +0 1963 6.466989040374756 1127.4388427734375 931.487060546875 None None None +0 1964 6.464117527008057 1127.4320068359375 931.5671997070312 None None None +0 1965 6.461280345916748 1127.32421875 931.5453491210938 None None None +0 1966 6.458407402038574 1127.276123046875 931.5842895507812 None None None +0 1967 6.455545902252197 1127.2222900390625 931.6172485351562 None None None +0 1968 6.452672958374023 1127.121337890625 931.603271484375 None None None +0 1969 6.449775695800781 1127.066650390625 931.6364135742188 None None None +0 1970 6.446897506713867 1127.0185546875 931.6754760742188 None None None +0 1971 6.443969249725342 1126.85986328125 931.6055908203125 None None None +0 1972 6.440934658050537 1126.693115234375 931.53076171875 None None None +0 1973 6.437986850738525 1126.5484619140625 931.475341796875 None None None +0 1974 6.435086250305176 1126.5040283203125 931.5187377929688 None None None +0 1975 6.432209014892578 1126.4453125 931.5472412109375 None None None +0 1976 6.4292473793029785 1126.2913818359375 931.4829711914062 None None None +0 1977 6.42642879486084 1126.16015625 931.4373168945312 None None None +0 1978 6.4235920906066895 1126.070068359375 931.4331665039062 None None None +0 1979 6.420602798461914 1125.9111328125 931.3648071289062 None None None +0 1980 6.417787075042725 1125.751953125 931.2908325195312 None None None +0 1981 6.415042400360107 1125.6407470703125 931.2627563476562 None None None +0 1982 6.41226053237915 1125.5234375 931.2297973632812 None None None +0 1983 6.409355163574219 1125.403076171875 931.1973876953125 None None None +0 1984 6.406551837921143 1125.321044921875 931.2002563476562 None None None +0 1985 6.403628826141357 1125.19091796875 931.1587524414062 None None None +0 1986 6.400731563568115 1125.158203125 931.2138061523438 None None None +0 1987 6.397989749908447 1125.1260986328125 931.2648315429688 None None None +0 1988 6.3951802253723145 1125.0799560546875 931.3036499023438 None None None +0 1989 6.392286777496338 1124.9873046875 931.298583984375 None None None +0 1990 6.38943338394165 1124.9219970703125 931.3197631835938 None None None +0 1991 6.386561870574951 1124.78076171875 931.2655639648438 None None None +0 1992 6.383723735809326 1124.6846923828125 931.2554931640625 None None None +0 1993 6.380823135375977 1124.5950927734375 931.2537231445312 None None None +0 1994 6.377987861633301 1124.497314453125 931.2420043945312 None None None +0 1995 6.375248432159424 1124.403076171875 931.2307739257812 None None None +0 1996 6.372398376464844 1124.3441162109375 931.258056640625 None None None +0 1997 6.3695197105407715 1124.253173828125 931.2543334960938 None None None +0 1998 6.366714000701904 1124.1378173828125 931.2239990234375 None None None +0 1999 6.363861560821533 1124.039306640625 931.2120361328125 None None None +0 2000 6.361044883728027 1123.914306640625 931.17236328125 None None None +0 2001 6.3582444190979 1123.8936767578125 931.2366333007812 None None None +0 2002 6.355713367462158 1123.7813720703125 931.200927734375 None None None +0 2003 6.3528594970703125 1123.6529541015625 931.1589965820312 None None None +0 2004 6.35028600692749 1123.48828125 931.072265625 None None None +0 2005 6.347526550292969 1123.3812255859375 931.0489501953125 None None None +0 2006 6.344843864440918 1123.34765625 931.0965576171875 None None None +0 2007 6.342098712921143 1123.2449951171875 931.0770874023438 None None None +0 2008 6.339418888092041 1123.1739501953125 931.0872192382812 None None None +0 2009 6.336656093597412 1123.08349609375 931.0805053710938 None None None +0 2010 6.333929538726807 1122.9647216796875 931.0443115234375 None None None +0 2011 6.331112384796143 1122.8214111328125 930.9863891601562 None None None +0 2012 6.328449726104736 1122.688232421875 930.9338989257812 None None None +0 2013 6.325700759887695 1122.6065673828125 930.9354858398438 None None None +0 2014 6.322880268096924 1122.5045166015625 930.9188232421875 None None None +0 2015 6.320157527923584 1122.4063720703125 930.903076171875 None None None +0 2016 6.317310810089111 1122.2706298828125 930.8536376953125 None None None +0 2017 6.314576148986816 1122.1488037109375 930.8146362304688 None None None +0 2018 6.311925411224365 1122.059326171875 930.8054809570312 None None None +0 2019 6.3093953132629395 1121.9913330078125 930.8140869140625 None None None +0 2020 6.306751728057861 1121.885986328125 930.7889404296875 None None None +0 2021 6.304068088531494 1121.7171630859375 930.7014770507812 None None None +0 2022 6.30126428604126 1121.643310546875 930.7125244140625 None None None +0 2023 6.29854154586792 1121.5465087890625 930.6982421875 None None None +0 2024 6.29585599899292 1121.3944091796875 930.6275024414062 None None None +0 2025 6.29315185546875 1121.3079833984375 930.623046875 None None None +0 2026 6.290351390838623 1121.2523193359375 930.6522216796875 None None None +0 2027 6.2876505851745605 1121.09521484375 930.576904296875 None None None +0 2028 6.284931182861328 1120.9586181640625 930.5227661132812 None None None +0 2029 6.2822041511535645 1120.8863525390625 930.5331420898438 None None None +0 2030 6.2794389724731445 1120.6796875 930.4103393554688 None None None +0 2031 6.276786804199219 1120.57763671875 930.388671875 None None None +0 2032 6.2740068435668945 1120.438720703125 930.333984375 None None None +0 2033 6.2713422775268555 1120.3367919921875 930.312744140625 None None None +0 2034 6.2686381340026855 1120.175048828125 930.2329711914062 None None None +0 2035 6.265925884246826 1120.05029296875 930.1903686523438 None None None +0 2036 6.263352870941162 1120.0618896484375 930.2799682617188 None None None +0 2037 6.260558128356934 1119.8953857421875 930.1981811523438 None None None +0 2038 6.257981300354004 1119.6966552734375 930.0774536132812 None None None +0 2039 6.2553324699401855 1119.5465087890625 930.007568359375 None None None +0 2040 6.25262451171875 1119.446044921875 929.9891357421875 None None None +0 2041 6.250025272369385 1119.333740234375 929.95556640625 None None None +0 2042 6.247259140014648 1119.2220458984375 929.9276733398438 None None None +0 2043 6.244560241699219 1119.0882568359375 929.8756713867188 None None None +0 2044 6.241889476776123 1119.035400390625 929.9036865234375 None None None +0 2045 6.239118576049805 1118.9071044921875 929.8593139648438 None None None +0 2046 6.236440181732178 1118.8072509765625 929.8407592773438 None None None +0 2047 6.233798980712891 1118.6710205078125 929.784423828125 None None None +0 2048 6.230993270874023 1118.51904296875 929.717529296875 None None None +0 2049 6.228198051452637 1118.3985595703125 929.681640625 None None None +0 2050 6.225526809692383 1118.2666015625 929.6307373046875 None None None +0 2051 6.222813606262207 1118.1376953125 929.5839233398438 None None None +0 2052 6.220193862915039 1117.962646484375 929.4883422851562 None None None +0 2053 6.217537879943848 1117.865478515625 929.4717407226562 None None None +0 2054 6.214841842651367 1117.687744140625 929.3756103515625 None None None +0 2055 6.21225118637085 1117.5618896484375 929.3282470703125 None None None +0 2056 6.209678649902344 1117.47705078125 929.3213500976562 None None None +0 2057 6.20705509185791 1117.3466796875 929.2703857421875 None None None +0 2058 6.204456806182861 1117.270751953125 929.2731323242188 None None None +0 2059 6.20180606842041 1117.1234130859375 929.2060546875 None None None +0 2060 6.199118614196777 1116.9788818359375 929.1431274414062 None None None +0 2061 6.196523189544678 1116.814697265625 929.0576171875 None None None +0 2062 6.19383430480957 1116.6932373046875 929.0177612304688 None None None +0 2063 6.191150665283203 1116.6002197265625 929.0060424804688 None None None +0 2064 6.188474655151367 1116.445556640625 928.932373046875 None None None +0 2065 6.185873508453369 1116.373779296875 928.939453125 None None None +0 2066 6.183323383331299 1116.265380859375 928.9083862304688 None None None +0 2067 6.180666446685791 1116.1331787109375 928.8566284179688 None None None +0 2068 6.178036212921143 1116.0076904296875 928.8108520507812 None None None +0 2069 6.175535678863525 1116.00341796875 928.8825073242188 None None None +0 2070 6.172909736633301 1115.8739013671875 928.8323974609375 None None None +0 2071 6.170307159423828 1115.8974609375 928.9348754882812 None None None +0 2072 6.167606353759766 1115.856689453125 928.975830078125 None None None +0 2073 6.165177345275879 1115.7110595703125 928.9038696289062 None None None +0 2074 6.162474632263184 1115.6417236328125 928.9164428710938 None None None +0 2075 6.159772872924805 1115.53955078125 928.8961181640625 None None None +0 2076 6.157212257385254 1115.4036865234375 928.837890625 None None None +0 2077 6.1546173095703125 1115.325927734375 928.8388671875 None None None +0 2078 6.151883602142334 1115.1622314453125 928.7579345703125 None None None +0 2079 6.149317741394043 1115.0850830078125 928.7586059570312 None None None +0 2080 6.146763801574707 1114.9649658203125 928.7158813476562 None None None +0 2081 6.144117832183838 1114.8729248046875 928.7040405273438 None None None +0 2082 6.14154577255249 1114.80615234375 928.7151489257812 None None None +0 2083 6.138996124267578 1114.6226806640625 928.60888671875 None None None +0 2084 6.136387348175049 1114.54296875 928.6082763671875 None None None +0 2085 6.133704662322998 1114.390869140625 928.5375366210938 None None None +0 2086 6.131207466125488 1114.33984375 928.5621948242188 None None None +0 2087 6.128542423248291 1114.155517578125 928.45849609375 None None None +0 2088 6.1258416175842285 1114.050048828125 928.4349365234375 None None None +0 2089 6.123185634613037 1113.8712158203125 928.3366088867188 None None None +0 2090 6.120607376098633 1113.8282470703125 928.3717651367188 None None None +0 2091 6.118043899536133 1113.767822265625 928.3889770507812 None None None +0 2092 6.115529537200928 1113.6661376953125 928.363525390625 None None None +0 2093 6.112929821014404 1113.480224609375 928.2562866210938 None None None +0 2094 6.110366344451904 1113.423095703125 928.27685546875 None None None +0 2095 6.107773303985596 1113.218017578125 928.1503295898438 None None None +0 2096 6.105242729187012 1113.107421875 928.1165161132812 None None None +0 2097 6.102668762207031 1113.098876953125 928.18603515625 None None None +0 2098 6.100132465362549 1112.963623046875 928.1276245117188 None None None +0 2099 6.097599506378174 1112.81787109375 928.0586547851562 None None None +0 2100 6.095005035400391 1112.69921875 928.0185546875 None None None +0 2101 6.092327117919922 1112.551513671875 927.9520263671875 None None None +0 2102 6.0897698402404785 1112.4737548828125 927.95166015625 None None None +0 2103 6.087164402008057 1112.326904296875 927.8838500976562 None None None +0 2104 6.084722518920898 1112.289306640625 927.9202270507812 None None None +0 2105 6.082113742828369 1112.1630859375 927.873046875 None None None +0 2106 6.079606056213379 1112.0804443359375 927.8663330078125 None None None +0 2107 6.077047824859619 1111.9210205078125 927.784423828125 None None None +0 2108 6.074484825134277 1111.891357421875 927.8323364257812 None None None +0 2109 6.071933269500732 1111.8392333984375 927.8575439453125 None None None +0 2110 6.069333076477051 1111.6766357421875 927.7738037109375 None None None +0 2111 6.066851615905762 1111.557373046875 927.7297973632812 None None None +0 2112 6.064322471618652 1111.4453125 927.6942749023438 None None None +0 2113 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None +2 1887 0.5963544249534607 856.2145385742188 838.1439819335938 None None None +2 1888 0.5963382124900818 856.2798461914062 838.2098388671875 None None None +2 1889 0.596327543258667 856.2823486328125 838.2127075195312 None None None +2 1890 0.5962303280830383 856.3031616210938 838.2364501953125 None None None +2 1891 0.5962991118431091 856.2742309570312 838.2054443359375 None None None +2 1892 0.5962503552436829 856.2855834960938 838.2183227539062 None None None +2 1893 0.5962924361228943 856.2938232421875 838.2252807617188 None None None +2 1894 0.5963057279586792 856.333251953125 838.2642211914062 None None None +2 1895 0.5962768197059631 856.2965698242188 838.2284545898438 None None None +2 1896 0.5962159037590027 856.2481079101562 838.1818237304688 None None None +2 1897 0.5961498022079468 856.239013671875 838.1747436523438 None None None +2 1898 0.5960609316825867 856.19287109375 838.13134765625 None None None +2 1899 0.5960978865623474 856.2352905273438 838.172607421875 None None None +2 1900 0.596145510673523 856.2671508789062 838.2030639648438 None None None +2 1901 0.5961228609085083 856.3036499023438 838.240234375 None None None +2 1902 0.5960931777954102 856.2509155273438 838.1884765625 None None None +2 1903 0.5961552262306213 856.2326049804688 838.1682739257812 None None None +2 1904 0.5961339473724365 856.1904296875 838.126708984375 None None None +2 1905 0.5961489081382751 856.1417236328125 838.0775146484375 None None None +2 1906 0.5963059067726135 856.1729736328125 838.1039428710938 None None None +2 1907 0.5963066816329956 856.1663208007812 838.0972900390625 None None None +2 1908 0.5962953567504883 856.145751953125 838.0770874023438 None None None +2 1909 0.5963171124458313 856.1423950195312 838.0730590820312 None None None +2 1910 0.5962357521057129 856.1045532226562 838.0376586914062 None None None +2 1911 0.5962406992912292 856.0335083007812 837.966552734375 None None None +2 1912 0.5962179899215698 856.0274658203125 837.9611206054688 None None None +2 1913 0.5962781310081482 856.0040283203125 837.9359130859375 None None None +2 1914 0.5962598323822021 855.9254760742188 837.85791015625 None None None +2 1915 0.5962682366371155 855.8439331054688 837.776123046875 None None None +2 1916 0.5962060689926147 855.8545532226562 837.7885131835938 None None None +2 1917 0.5962330102920532 855.8255615234375 837.7587280273438 None None None +2 1918 0.5962380170822144 855.7828369140625 837.7158813476562 None None None +2 1919 0.5961829423904419 855.8002319335938 837.7349853515625 None None None +2 1920 0.5961588621139526 855.8264770507812 837.7619018554688 None None None +2 1921 0.5962262749671936 855.8095092773438 837.742919921875 None None None +2 1922 0.5962312817573547 855.7837524414062 837.7169799804688 None None None +2 1923 0.5963265895843506 855.8184814453125 837.7488403320312 None None None +2 1924 0.5963842868804932 855.8240966796875 837.7527465820312 None None None +2 1925 0.596378743648529 855.8369140625 837.7656860351562 None None None +2 1926 0.596576452255249 855.8251342773438 837.7479248046875 None None None +2 1927 0.5965112447738647 855.8392333984375 837.7639770507812 None None None +2 1928 0.596500813961029 855.8442993164062 837.7693481445312 None None None +2 1929 0.596587061882019 855.8019409179688 837.7244262695312 None None None +2 1930 0.5966010689735413 855.7623291015625 837.6843872070312 None None None +2 1931 0.5965856909751892 855.7867431640625 837.7092895507812 None None None +2 1932 0.5965906977653503 855.744140625 837.6665649414062 None None None +2 1933 0.5965179800987244 855.714599609375 837.6392822265625 None None None +2 1934 0.5965806841850281 855.7236938476562 837.646484375 None None None +2 1935 0.5966590642929077 855.6640625 837.5845336914062 None None None +2 1936 0.5966062545776367 855.6293334960938 837.5513916015625 None None None +2 1937 0.5965596437454224 855.6458129882812 837.5692749023438 None None None +2 1938 0.5965922474861145 855.69873046875 837.6212158203125 None None None +2 1939 0.5965343713760376 855.7120971679688 837.6363525390625 None None None +2 1940 0.5965926647186279 855.63623046875 837.5586547851562 None None None +2 1941 0.596551775932312 855.5834350585938 837.507080078125 None None None +2 1942 0.5965668559074402 855.6246337890625 837.5477905273438 None None None +2 1943 0.5965458750724792 855.637939453125 837.561767578125 None None None +2 1944 0.5965428948402405 855.6644897460938 837.5884399414062 None None None +2 1945 0.5965432524681091 855.6266479492188 837.5505981445312 None None None +2 1946 0.5965039134025574 855.6984252929688 837.6235961914062 None None None +2 1947 0.5964994430541992 855.7051391601562 837.63037109375 None None None +2 1948 0.5963909029960632 855.6278686523438 837.5564575195312 None None None +2 1949 0.5963906049728394 855.6578979492188 837.5864868164062 None None None +2 1950 0.5964478850364685 855.685546875 837.6124267578125 None None None +2 1951 0.5963860154151917 855.6731567382812 837.6019287109375 None None None +2 1952 0.5963377356529236 855.6259765625 837.5562744140625 None None None +2 1953 0.5962840914726257 855.566650390625 837.4985961914062 None None None +2 1954 0.5962741374969482 855.55322265625 837.4854125976562 None None None +2 1955 0.596262514591217 855.517822265625 837.450439453125 None None None +2 1956 0.59636390209198 855.552978515625 837.4824829101562 None None None +2 1957 0.5963283181190491 855.5533447265625 837.4840698242188 None None None +2 1958 0.5963342785835266 855.5396728515625 837.4701538085938 None None None +2 1959 0.5963104367256165 855.5612182617188 837.492431640625 None None None +2 1960 0.5962865352630615 855.6029052734375 837.5347900390625 None None None +2 1961 0.5963044166564941 855.5958862304688 837.5272827148438 None None None +2 1962 0.5963079929351807 855.576171875 837.5073852539062 None None None +2 1963 0.596242368221283 855.5570068359375 837.4901733398438 None None None +2 1964 0.596217691898346 855.5433349609375 837.4772338867188 None None None +2 1965 0.5962333083152771 855.66357421875 837.5970458984375 None None None +2 1966 0.5962060689926147 855.6430053710938 837.5772094726562 None None None +2 1967 0.5962689518928528 855.6361083984375 837.5684204101562 None None None +2 1968 0.5961940288543701 855.6035766601562 837.5381469726562 None None None +2 1969 0.5961810946464539 855.5894775390625 837.5244140625 None None None +2 1970 0.5962347984313965 855.6102294921875 837.5435791015625 None None None +2 1971 0.5962941646575928 855.6160278320312 837.547607421875 None None None +2 1972 0.596365213394165 855.68798828125 837.617431640625 None None None +2 1973 0.5963483452796936 855.6546630859375 837.5846557617188 None None None +2 1974 0.5963617563247681 855.6809692382812 837.610595703125 None None None +2 1975 0.5963785648345947 855.6925048828125 837.6216430664062 None None None +2 1976 0.5963605642318726 855.6387329101562 837.5684204101562 None None None +2 1977 0.596403956413269 855.5665283203125 837.494873046875 None None None +2 1978 0.5963770151138306 855.6018676757812 837.531005859375 None None None +2 1979 0.5964776873588562 855.6644287109375 837.5905151367188 None None None +2 1980 0.5964738130569458 855.6950073242188 837.6211547851562 None None None +2 1981 0.5964797139167786 855.7191162109375 837.6450805664062 None None None +2 1982 0.5966482162475586 855.68017578125 837.6010131835938 None None None +2 1983 0.596666157245636 855.6687622070312 837.589111328125 None None None +2 1984 0.5966440439224243 855.6571655273438 837.578125 None None None +2 1985 0.5967400074005127 855.6995239257812 837.6175537109375 None None None +2 1986 0.5967709422111511 855.7324829101562 837.649658203125 None None None +2 1987 0.5967192053794861 855.7274169921875 837.6461181640625 None None None +2 1988 0.5966906547546387 855.7345581054688 837.6541137695312 None None None +2 1989 0.5966237187385559 855.7384033203125 837.659912109375 None None None +2 1990 0.5965850949287415 855.7532348632812 837.6759643554688 None None None +2 1991 0.5965515971183777 855.7526245117188 837.6763916015625 None None None +2 1992 0.5964958071708679 855.7388916015625 837.6643676757812 None None None +2 1993 0.5964296460151672 855.6996459960938 837.6271362304688 None None None +2 1994 0.5964170694351196 855.6546630859375 837.58251953125 None None None +2 1995 0.596415638923645 855.6392211914062 837.567138671875 None None None +2 1996 0.5963243246078491 855.6025390625 837.533203125 None None None +2 1997 0.5963870286941528 855.591064453125 837.5198364257812 None None None +2 1998 0.5964665412902832 855.5585327148438 837.48486328125 None None None +2 1999 0.5963898301124573 855.58251953125 837.5111083984375 None None None +2 2000 0.5963392853736877 855.6280517578125 837.5582275390625 None None None +2 2001 0.5962957739830017 855.5765991210938 837.508056640625 None None None +2 2002 0.5961993336677551 855.5266723632812 837.4609985351562 None None None +2 2003 0.5962109565734863 855.55224609375 837.4862670898438 None None None +2 2004 0.5962882041931152 855.5938720703125 837.5255737304688 None None None +2 2005 0.5961715579032898 855.5736694335938 837.5088500976562 None None None +2 2006 0.5961254239082336 855.567138671875 837.5037231445312 None None None +2 2007 0.5960657000541687 855.5985717773438 837.5369873046875 None None None +2 2008 0.5960310697555542 855.5836791992188 837.5231323242188 None None None +2 2009 0.5959898233413696 855.579833984375 837.5205688476562 None None None +2 2010 0.5959488749504089 855.5324096679688 837.4743041992188 None None None +2 2011 0.5959812998771667 855.4981079101562 837.4390869140625 None None None +2 2012 0.5960202813148499 855.5091552734375 837.4489135742188 None None None +2 2013 0.595982015132904 855.4498901367188 837.390869140625 None None None +2 2014 0.595897912979126 855.412353515625 837.3558959960938 None None None +2 2015 0.5957987308502197 855.4733276367188 837.4198608398438 None None None +2 2016 0.5957353711128235 855.5266723632812 837.4751586914062 None None None +2 2017 0.5956960916519165 855.5155639648438 837.4652099609375 None None None +2 2018 0.5955710411071777 855.4312744140625 837.3847045898438 None None None +2 2019 0.5955835580825806 855.44970703125 837.4027709960938 None None None +2 2020 0.5955195426940918 855.452392578125 837.4074096679688 None None None +2 2021 0.5954700708389282 855.5133056640625 837.4698486328125 None None None +2 2022 0.5954105854034424 855.5401000976562 837.4984741210938 None None None +2 2023 0.5953949093818665 855.5827026367188 837.54150390625 None None None +2 2024 0.5953617095947266 855.55029296875 837.5101318359375 None None None +2 2025 0.5953105688095093 855.5128784179688 837.4742431640625 None None None +2 2026 0.5953115820884705 855.530517578125 837.4918823242188 None None None +2 2027 0.595279335975647 855.5702514648438 837.5325927734375 None None None +2 2028 0.5952386856079102 855.5955810546875 837.5591430664062 None None None +2 2029 0.5952522158622742 855.6264038085938 837.589599609375 None None None +2 2030 0.5951887965202332 855.6082763671875 837.5733642578125 None None None +2 2031 0.5951600074768066 855.6115112304688 837.5775146484375 None None None +2 2032 0.5951900482177734 855.6119995117188 837.5770263671875 None None None +2 2033 0.5951684713363647 855.6434936523438 837.609130859375 None None None +2 2034 0.5952752232551575 855.7009887695312 837.6633911132812 None None None +2 2035 0.5952545404434204 855.6710815429688 837.6341552734375 None None None +2 2036 0.5953516960144043 855.735595703125 837.6956787109375 None None None +2 2037 0.5952980518341064 855.7026977539062 837.6644287109375 None None None +2 2038 0.595212459564209 855.6366577148438 837.6009521484375 None None None +2 2039 0.59522545337677 855.6644287109375 837.6283569335938 None None None +2 2040 0.5952357053756714 855.66015625 837.6238403320312 None None None +2 2041 0.5951999425888062 855.6309814453125 837.5958251953125 None None None +2 2042 0.5951311588287354 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0.5045543313026428 829.1895751953125 813.90087890625 None None None +5 1983 0.5044819116592407 829.2181396484375 813.931640625 None None None +5 1984 0.5044713020324707 829.24365234375 813.95751953125 None None None +5 1985 0.504442036151886 829.2506713867188 813.9654541015625 None None None +5 1986 0.5046171545982361 829.2564086914062 813.9658203125 None None None +5 1987 0.5046555399894714 829.2449951171875 813.9532470703125 None None None +5 1988 0.5046234726905823 829.23486328125 813.944091796875 None None None +5 1989 0.5046346187591553 829.2031860351562 813.912109375 None None None +5 1990 0.5047429800033569 829.2467651367188 813.952392578125 None None None +5 1991 0.504699170589447 829.2322387695312 813.9392700195312 None None None +5 1992 0.5046225786209106 829.1951293945312 813.9044189453125 None None None +5 1993 0.5046243071556091 829.135009765625 813.8442993164062 None None None +5 1994 0.504625678062439 829.157470703125 813.8666381835938 None None None +5 1995 0.5046110153198242 829.1284790039062 813.8381958007812 None None None +5 1996 0.5045352578163147 829.1036376953125 813.8156127929688 None None None +5 1997 0.5044838786125183 829.0810546875 813.7945556640625 None None None +5 1998 0.5044674873352051 829.0972900390625 813.811279296875 None None None +5 1999 0.504490315914154 829.1832275390625 813.896484375 None None None +5 2000 0.5044317841529846 829.1231079101562 813.8381958007812 None None None +5 2001 0.5043900012969971 829.1285400390625 813.8449096679688 None None None +5 2002 0.5044060349464417 829.12451171875 813.8403930664062 None None None +5 2003 0.5044010877609253 829.1324462890625 813.8484497070312 None None None +5 2004 0.5043550729751587 829.0991821289062 813.816650390625 None None None +5 2005 0.5042749643325806 829.1184692382812 813.8383178710938 None None None +5 2006 0.5043286681175232 829.1144409179688 813.8326416015625 None None None +5 2007 0.5043420195579529 829.0755004882812 813.7933959960938 None None None +5 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None +6 1919 0.4831395745277405 824.3518676757812 809.7135620117188 None None None +6 1920 0.48314180970191956 824.2977905273438 809.6593627929688 None None None +6 1921 0.48314034938812256 824.326416015625 809.6880493164062 None None None +6 1922 0.4831804037094116 824.359619140625 809.7200317382812 None None None +6 1923 0.4831351339817047 824.3894653320312 809.7512817382812 None None None +6 1924 0.48305901885032654 824.455322265625 809.8194580078125 None None None +6 1925 0.48314160108566284 824.36181640625 809.7234497070312 None None None +6 1926 0.48310503363609314 824.3804931640625 809.7432250976562 None None None +6 1927 0.48312169313430786 824.3886108398438 809.7509155273438 None None None +6 1928 0.4831148386001587 824.3685913085938 809.7310791015625 None None None +6 1929 0.48311129212379456 824.3893432617188 809.751953125 None None None +6 1930 0.4830693304538727 824.3700561523438 809.7340087890625 None None None +6 1931 0.4830573499202728 824.3238525390625 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None None +7 1840 0.4640195667743683 819.1214599609375 805.0606689453125 None None None +7 1841 0.46412956714630127 819.12890625 805.0647583007812 None None None +7 1842 0.4642201364040375 819.155029296875 805.0881958007812 None None None +7 1843 0.46421918272972107 819.1808471679688 805.1140747070312 None None None +7 1844 0.4642406105995178 819.180419921875 805.1129760742188 None None None +7 1845 0.4643397927284241 819.1511840820312 805.0807495117188 None None None +7 1846 0.4642534852027893 819.1046142578125 805.0368041992188 None None None +7 1847 0.46432051062583923 819.110595703125 805.040771484375 None None None +7 1848 0.46432146430015564 819.0914916992188 805.0216674804688 None None None +7 1849 0.4643004536628723 819.08251953125 805.0133056640625 None None None +7 1850 0.4643971025943756 819.0516357421875 804.9794921875 None None None +7 1851 0.46437588334083557 819.0433349609375 804.9718627929688 None None None +7 1852 0.4643549621105194 819.0453491210938 804.9744873046875 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804.3824462890625 None None None +7 1892 0.46466904878616333 818.4586791992188 804.3782348632812 None None None +7 1893 0.46466097235679626 818.4669799804688 804.3867797851562 None None None +7 1894 0.4646862745285034 818.4819946289062 804.4010620117188 None None None +7 1895 0.4647352993488312 818.516845703125 804.4344482421875 None None None +7 1896 0.4647062122821808 818.5187377929688 804.4371337890625 None None None +7 1897 0.4646356403827667 818.4380493164062 804.3585205078125 None None None +7 1898 0.4646354913711548 818.496826171875 804.4172973632812 None None None +7 1899 0.4645869731903076 818.487060546875 804.4089965820312 None None None +7 1900 0.4645549952983856 818.4517822265625 804.3746948242188 None None None +7 1901 0.4646182060241699 818.4472045898438 804.3681640625 None None None +7 1902 0.46467146277427673 818.4475708007812 804.3670043945312 None None None +7 1903 0.46469417214393616 818.452392578125 804.37109375 None None None +7 1904 0.4647042453289032 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0.46459445357322693 818.445068359375 804.3667602539062 None None None +7 1918 0.4646296799182892 818.4616088867188 804.3822021484375 None None None +7 1919 0.464595228433609 818.4566040039062 804.3782958984375 None None None +7 1920 0.4645780622959137 818.48779296875 804.4100341796875 None None None +7 1921 0.4645240604877472 818.4962768554688 804.4201049804688 None None None +7 1922 0.4645705223083496 818.5304565429688 804.452880859375 None None None +7 1923 0.464587539434433 818.508544921875 804.430419921875 None None None +7 1924 0.4645584523677826 818.4732055664062 804.39599609375 None None None +7 1925 0.46452537178993225 818.4752807617188 804.3991088867188 None None None +7 1926 0.46458032727241516 818.4727172851562 804.394775390625 None None None +7 1927 0.4646416902542114 818.5465698242188 804.466796875 None None None +7 1928 0.46462270617485046 818.5317993164062 804.4525756835938 None None None +7 1929 0.46461308002471924 818.4782104492188 804.3992919921875 None None None +7 1930 0.46467888355255127 818.4515380859375 804.37060546875 None None None +7 1931 0.4646781384944916 818.4178466796875 804.3369140625 None None None +7 1932 0.4646599292755127 818.38134765625 804.3009643554688 None None None +7 1933 0.4647851586341858 818.365234375 804.2811279296875 None None None +7 1934 0.464741587638855 818.3439331054688 804.2611694335938 None None None +7 1935 0.464764267206192 818.3027954101562 804.2192993164062 None None None +7 1936 0.4647282063961029 818.2579956054688 804.1756591796875 None None None +7 1937 0.4646996259689331 818.2091064453125 804.1276245117188 None None None +7 1938 0.46466055512428284 818.2730102539062 804.1926879882812 None None None +7 1939 0.46459442377090454 818.3356323242188 804.25732421875 None None None +7 1940 0.4645526111125946 818.4362182617188 804.3590698242188 None None None +7 1941 0.4645063281059265 818.4119262695312 804.3362426757812 None None None +7 1942 0.4645676016807556 818.4205932617188 804.343017578125 None None None +7 1943 0.46464428305625916 818.3924560546875 804.3125610351562 None None None +7 1944 0.4646589159965515 818.3794555664062 804.2991333007812 None None None +7 1945 0.46462592482566833 818.3425903320312 804.2632446289062 None None None +7 1946 0.4646014869213104 818.3978271484375 804.3192749023438 None None None +7 1947 0.46467772126197815 818.4423828125 804.3614501953125 None None None +7 1948 0.46470198035240173 818.5176391601562 804.4359741210938 None None None +7 1949 0.46471208333969116 818.5851440429688 804.503173828125 None None None +7 1950 0.4647444188594818 818.5729370117188 804.489990234375 None None None +7 1951 0.46472927927970886 818.5573120117188 804.4747924804688 None None None +7 1952 0.46470770239830017 818.5986938476562 804.5169067382812 None None None +7 1953 0.46472641825675964 818.6443481445312 804.5619506835938 None None None +7 1954 0.4646545350551605 818.6187744140625 804.5385131835938 None None None +7 1955 0.46459895372390747 818.5956420898438 804.5170288085938 None None None +7 1956 0.4646006226539612 818.62841796875 804.5497436523438 None None None +7 1957 0.4645092487335205 818.5690307617188 804.4931030273438 None None None +7 1958 0.4644366204738617 818.5477905273438 804.4740600585938 None None None +7 1959 0.46442610025405884 818.52734375 804.4539794921875 None None None +7 1960 0.4643859267234802 818.5670776367188 804.4949340820312 None None None +7 1961 0.4643326997756958 818.5119018554688 804.4413452148438 None None None +7 1962 0.4643571972846985 818.5795288085938 804.5082397460938 None None None +7 1963 0.4644164443016052 818.5523071289062 804.479248046875 None None None +7 1964 0.46440988779067993 818.57470703125 804.5017700195312 None None None +7 1965 0.46436160802841187 818.537353515625 804.4658813476562 None None None +7 1966 0.464391827583313 818.5750732421875 804.502685546875 None None None +7 1967 0.4643734097480774 818.4918823242188 804.4201049804688 None None None +7 1968 0.4643086791038513 818.461181640625 804.391357421875 None None None +7 1969 0.4642775356769562 818.46044921875 804.3915405273438 None None None +7 1970 0.46430647373199463 818.458984375 804.3892822265625 None None None +7 1971 0.4642711281776428 818.4641723632812 804.3955078125 None None None +7 1972 0.4642949402332306 818.3961181640625 804.3267211914062 None None None +7 1973 0.4642876386642456 818.3593139648438 804.2901611328125 None None None +7 1974 0.46431809663772583 818.4066162109375 804.3365478515625 None None None +7 1975 0.4642755091190338 818.4282836914062 804.3594970703125 None None None +7 1976 0.46429187059402466 818.401123046875 804.331787109375 None None None +7 1977 0.464241623878479 818.4191284179688 804.351318359375 None None None +7 1978 0.464241623878479 818.40087890625 804.3330688476562 None None None +7 1979 0.46425512433052063 818.4203491210938 804.35205078125 None None None +7 1980 0.4643605053424835 818.4089965820312 804.3375854492188 None None None +7 1981 0.46431684494018555 818.3894653320312 804.3193969726562 None None None +7 1982 0.4642834961414337 818.4185180664062 804.3494262695312 None None None +7 1983 0.46427270770072937 818.4442749023438 804.3754272460938 None None None +7 1984 0.4643356204032898 818.4633178710938 804.3926391601562 None None None +7 1985 0.46442756056785583 818.4199829101562 804.3465576171875 None None None +7 1986 0.464449405670166 818.4622802734375 804.3881225585938 None None None +7 1987 0.4644613564014435 818.466552734375 804.39208984375 None None None +7 1988 0.46449413895606995 818.498046875 804.422607421875 None None None +7 1989 0.4644586741924286 818.43994140625 804.3656005859375 None None None +7 1990 0.46450892090797424 818.4573364257812 804.3814086914062 None None None +7 1991 0.46457353234291077 818.5037841796875 804.4259643554688 None None None +7 1992 0.46449014544487 818.4700927734375 804.394775390625 None None None +7 1993 0.46445438265800476 818.4296875 804.3554077148438 None None None +7 1994 0.46449074149131775 818.4286499023438 804.353271484375 None None None +7 1995 0.4645463228225708 818.403564453125 804.3264770507812 None None None +7 1996 0.46453413367271423 818.330322265625 804.253662109375 None None None +7 1997 0.4645862281322479 818.3565673828125 804.2783203125 None None None +7 1998 0.4645703136920929 818.3764038085938 804.2986450195312 None None None +7 1999 0.4646124541759491 818.3804321289062 804.3013305664062 None None None +7 2000 0.4645735025405884 818.395263671875 804.3174438476562 None None None +7 2001 0.46456611156463623 818.3851928710938 804.3075561523438 None None None +7 2002 0.46460995078086853 818.377197265625 804.2982177734375 None None None +7 2003 0.46464255452156067 818.3257446289062 804.245849609375 None None None +7 2004 0.46468207240104675 818.3472290039062 804.2661743164062 None None None +7 2005 0.46467098593711853 818.3811645507812 804.3003540039062 None None None +7 2006 0.4646656811237335 818.3681640625 804.28759765625 None None None +7 2007 0.4647027850151062 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818.3867797851562 804.3087768554688 None None None +7 2021 0.46457093954086304 818.3612060546875 804.283447265625 None None None +7 2022 0.4646177291870117 818.2384643554688 804.1593017578125 None None None +7 2023 0.4646863043308258 818.289794921875 804.2086181640625 None None None +7 2024 0.46471166610717773 818.2796020507812 804.1975708007812 None None None +7 2025 0.46470707654953003 818.3202514648438 804.2384033203125 None None None +7 2026 0.46470606327056885 818.3939208984375 804.3121337890625 None None None +7 2027 0.46470028162002563 818.4208984375 804.3392944335938 None None None +7 2028 0.46487846970558167 818.4395751953125 804.3525390625 None None None +7 2029 0.46501338481903076 818.4007568359375 804.3096313476562 None None None +7 2030 0.4649684727191925 818.4013061523438 804.3115844726562 None None None +7 2031 0.4649808704853058 818.381591796875 804.2914428710938 None None None +7 2032 0.46505460143089294 818.3712158203125 804.2788696289062 None None None +7 2033 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0.4481234550476074 813.9088134765625 800.3294677734375 None None None +8 1798 0.44808608293533325 813.8931274414062 800.31494140625 None None None +8 1799 0.4480411112308502 813.8790893554688 800.3023071289062 None None None +8 1800 0.44801005721092224 813.8502197265625 800.2743530273438 None None None +8 1801 0.4479900300502777 813.9478759765625 800.3726196289062 None None None +8 1802 0.4481447637081146 813.9276733398438 800.3477783203125 None None None +8 1803 0.4481973648071289 813.9678955078125 800.3863525390625 None None None +8 1804 0.44818878173828125 813.9937133789062 800.4124145507812 None None None +8 1805 0.44814857840538025 813.9520263671875 800.3719482421875 None None None +8 1806 0.44815394282341003 813.9871215820312 800.4068603515625 None None None +8 1807 0.44818198680877686 814.0250854492188 800.4439697265625 None None None +8 1808 0.44835197925567627 814.0377197265625 800.4514770507812 None None None +8 1809 0.44832396507263184 814.0519409179688 800.466552734375 None None None +8 1810 0.4482666254043579 814.0996704101562 800.5159912109375 None None None +8 1811 0.44825905561447144 814.0347900390625 800.4512939453125 None None None +8 1812 0.44824403524398804 814.0121459960938 800.4291381835938 None None None +8 1813 0.44825834035873413 814.0477294921875 800.4642944335938 None None None +8 1814 0.44829046726226807 814.0787353515625 800.4942626953125 None None None +8 1815 0.44830089807510376 814.0709838867188 800.4861450195312 None None None +8 1816 0.44828373193740845 814.0450439453125 800.4608154296875 None None None +8 1817 0.44827598333358765 814.0380859375 800.4540405273438 None None None +8 1818 0.4483484923839569 814.121337890625 800.5350952148438 None None None +8 1819 0.44832679629325867 814.0961303710938 800.5105590820312 None None None +8 1820 0.4483066201210022 814.0571899414062 800.4722290039062 None None None +8 1821 0.448391318321228 814.0565185546875 800.468994140625 None None None +8 1822 0.4484020471572876 814.0896606445312 800.5018310546875 None None None +8 1823 0.44834572076797485 814.064697265625 800.4786376953125 None None None +8 1824 0.4483617842197418 814.115966796875 800.5293579101562 None None None +8 1825 0.44841477274894714 814.163330078125 800.5751342773438 None None None +8 1826 0.44846877455711365 814.1729125976562 800.5830688476562 None None None +8 1827 0.44846850633621216 814.1577758789062 800.5679321289062 None None None +8 1828 0.44843342900276184 814.1751098632812 800.5863037109375 None None None +8 1829 0.4484153687953949 814.1358642578125 800.5476684570312 None None None +8 1830 0.4484604299068451 814.1619873046875 800.5724487304688 None None None +8 1831 0.44841742515563965 814.2089233398438 800.62060546875 None None None +8 1832 0.44847461581230164 814.2410278320312 800.6510009765625 None None None +8 1833 0.4484612047672272 814.36328125 800.7737426757812 None None None +8 1834 0.44846007227897644 814.4048461914062 800.8153076171875 None None None +8 1835 0.44848453998565674 814.415283203125 800.8250122070312 None None None +8 1836 0.4485141932964325 814.3654174804688 800.7742309570312 None None None +8 1837 0.4485635459423065 814.2909545898438 800.6982421875 None None None +8 1838 0.4486016035079956 814.2824096679688 800.6885375976562 None None None +8 1839 0.4486365020275116 814.3616943359375 800.7667236328125 None None None +8 1840 0.44864118099212646 814.3609008789062 800.7657470703125 None None None +8 1841 0.44858136773109436 814.29931640625 800.7060546875 None None None +8 1842 0.4485698640346527 814.3202514648438 800.7273559570312 None None None +8 1843 0.44855666160583496 814.3381958007812 800.7456665039062 None None None +8 1844 0.44865357875823975 814.3816528320312 800.7861938476562 None None None +8 1845 0.4486057758331299 814.3687133789062 800.7747192382812 None None None +8 1846 0.44854483008384705 814.3140869140625 800.7219848632812 None None None +8 1847 0.44860634207725525 814.3326416015625 800.7387084960938 None None None +8 1848 0.4486173987388611 814.3263549804688 800.7319946289062 None None None +8 1849 0.4486733376979828 814.2813110351562 800.6853637695312 None None None +8 1850 0.44859611988067627 814.3328857421875 800.7392578125 None None None +8 1851 0.44852131605148315 814.3352661132812 800.743896484375 None None None +8 1852 0.44852131605148315 814.3782958984375 800.7870483398438 None None None +8 1853 0.44859257340431213 814.4298095703125 800.83642578125 None None None +8 1854 0.44859778881073 814.4696655273438 800.8761596679688 None None None +8 1855 0.44860368967056274 814.4490356445312 800.8553466796875 None None None +8 1856 0.4486234784126282 814.4555053710938 800.8612060546875 None None None +8 1857 0.4486445188522339 814.4505004882812 800.8555297851562 None None None +8 1858 0.4487028121948242 814.4537963867188 800.8571166992188 None None None +8 1859 0.4487594664096832 814.4513549804688 800.8529052734375 None None None +8 1860 0.4487677812576294 814.4446411132812 800.8458862304688 None None None +8 1861 0.4487820565700531 814.4649047851562 800.86572265625 None None None +8 1862 0.44876742362976074 814.5535888671875 800.9548950195312 None None None +8 1863 0.4487729072570801 814.5240478515625 800.9252319335938 None None None +8 1864 0.44879454374313354 814.4959106445312 800.8964233398438 None None None +8 1865 0.44877922534942627 814.49169921875 800.8927612304688 None None None +8 1866 0.44880008697509766 814.484619140625 800.8849487304688 None None None +8 1867 0.4487914443016052 814.4684448242188 800.8690185546875 None None None +8 1868 0.44880926609039307 814.5018310546875 800.9019775390625 None None None +8 1869 0.4488472044467926 814.4542846679688 800.853271484375 None None None +8 1870 0.448815256357193 814.4165649414062 800.8164672851562 None None None +8 1871 0.44888973236083984 814.375732421875 800.7734375 None None None +8 1872 0.44882455468177795 814.2777099609375 800.6773071289062 None None None +8 1873 0.4488089680671692 814.2522583007812 800.6524047851562 None None None +8 1874 0.44882288575172424 814.2682495117188 800.6680297851562 None None None +8 1875 0.4487639367580414 814.280029296875 800.6815795898438 None None None +8 1876 0.4487323760986328 814.3027954101562 800.7052612304688 None None None +8 1877 0.4487476646900177 814.3760375976562 800.7780151367188 None None None +8 1878 0.4487782418727875 814.4098510742188 800.8109130859375 None None None +8 1879 0.44877731800079346 814.4366455078125 800.8377075195312 None None None +8 1880 0.44869866967201233 814.4051513671875 800.80859375 None None None +8 1881 0.4486768841743469 814.4296264648438 800.8336791992188 None None None +8 1882 0.4487128257751465 814.4539184570312 800.8568725585938 None None None +8 1883 0.44871705770492554 814.4000244140625 800.8028564453125 None None None +8 1884 0.44869375228881836 814.4937744140625 800.8973388671875 None None None +8 1885 0.4486934244632721 814.4375 800.841064453125 None None None +8 1886 0.4486980736255646 814.4176025390625 800.8209838867188 None None None +8 1887 0.44873031973838806 814.3945922851562 800.7970581054688 None None None +8 1888 0.4488019347190857 814.4518432617188 800.8521118164062 None None None +8 1889 0.4487593173980713 814.5028686523438 800.9044189453125 None None None +8 1890 0.4487334191799164 814.4974975585938 800.8998413085938 None None None +8 1891 0.44873708486557007 814.51171875 800.9140014648438 None None None +8 1892 0.4487888813018799 814.52490234375 800.9255981445312 None None None +8 1893 0.4487871527671814 814.54248046875 800.9432373046875 None None None +8 1894 0.44873046875 814.56787109375 800.9703369140625 None None None +8 1895 0.4487980008125305 814.574462890625 800.9747924804688 None None None +8 1896 0.44872820377349854 814.510498046875 800.9129638671875 None None None +8 1897 0.44872045516967773 814.4828491210938 800.8856201171875 None None None +8 1898 0.44876623153686523 814.4580688476562 800.859375 None None None +8 1899 0.4487115740776062 814.4016723632812 800.8046264648438 None None None +8 1900 0.44871917366981506 814.3825073242188 800.78515625 None None None +8 1901 0.44868314266204834 814.3349609375 800.7387084960938 None None None +8 1902 0.4486269950866699 814.2860107421875 800.69140625 None None None +8 1903 0.44862961769104004 814.3157958984375 800.7211303710938 None None None +8 1904 0.44859209656715393 814.359375 800.765869140625 None None None +8 1905 0.4486476480960846 814.365478515625 800.770263671875 None None None +8 1906 0.4485951364040375 814.3529052734375 800.7592163085938 None None None +8 1907 0.4486355781555176 814.3743896484375 800.779541015625 None None None +8 1908 0.44873273372650146 814.3385009765625 800.7407836914062 None None None +8 1909 0.44876089692115784 814.3529663085938 800.7543334960938 None None None +8 1910 0.44881951808929443 814.2991943359375 800.6987915039062 None None None +8 1911 0.44882452487945557 814.28125 800.6807250976562 None None None +8 1912 0.44875943660736084 814.2608032226562 800.6621704101562 None None None +8 1913 0.44870302081108093 814.2618408203125 800.6649169921875 None None None +8 1914 0.4487014710903168 814.2708129882812 800.6739501953125 None None None +8 1915 0.4487331807613373 814.2346801757812 800.6369018554688 None None None +8 1916 0.4487430453300476 814.214111328125 800.6160888671875 None None None +8 1917 0.4487396776676178 814.1673583984375 800.5693969726562 None None None +8 1918 0.448664128780365 814.1847534179688 800.5890502929688 None None None +8 1919 0.44872167706489563 814.1935424804688 800.5960693359375 None None None +8 1920 0.44871941208839417 814.2066040039062 800.6091918945312 None None None +8 1921 0.44868791103363037 814.19580078125 800.599365234375 None None None +8 1922 0.44866517186164856 814.164794921875 800.5690307617188 None None None +8 1923 0.44868358969688416 814.1983032226562 800.6019897460938 None None None +8 1924 0.44865337014198303 814.2120971679688 800.61669921875 None None None +8 1925 0.44865894317626953 814.2804565429688 800.684814453125 None None None +8 1926 0.44867023825645447 814.2982177734375 800.7022705078125 None None None +8 1927 0.4485853314399719 814.309326171875 800.7159423828125 None None None +8 1928 0.4485940635204315 814.2698974609375 800.67626953125 None None None +8 1929 0.4486486613750458 814.2238159179688 800.6285400390625 None None None +8 1930 0.4485345482826233 814.2749633789062 800.6831665039062 None None None +8 1931 0.4485030472278595 814.2598876953125 800.6691284179688 None None None +8 1932 0.4484914541244507 814.2674560546875 800.6770629882812 None None None +8 1933 0.4483872056007385 814.2720947265625 800.6849365234375 None None None +8 1934 0.44846558570861816 814.2771606445312 800.6876220703125 None None None +8 1935 0.44839146733283997 814.2233276367188 800.6361083984375 None None None +8 1936 0.44837749004364014 814.2077026367188 800.620849609375 None None None +8 1937 0.4483765661716461 814.203125 800.6162719726562 None None None +8 1938 0.4483276903629303 814.1917114257812 800.6063842773438 None None None +8 1939 0.44834041595458984 814.1714477539062 800.585693359375 None None None +8 1940 0.44833406805992126 814.1370239257812 800.5514526367188 None None None +8 1941 0.44826769828796387 814.1529541015625 800.5693969726562 None None None +8 1942 0.4483039081096649 814.1099243164062 800.5253295898438 None None None +8 1943 0.44829344749450684 814.1578369140625 800.5735473632812 None None None +8 1944 0.4482717216014862 814.1494140625 800.5657958984375 None None None +8 1945 0.44825103878974915 814.1731567382812 800.5902099609375 None None None +8 1946 0.44821086525917053 814.1277465820312 800.5460205078125 None None None +8 1947 0.44821491837501526 814.1273193359375 800.5454711914062 None None None +8 1948 0.4481910765171051 814.0702514648438 800.4891357421875 None None None +8 1949 0.44816726446151733 814.0299072265625 800.4495849609375 None None None +8 1950 0.44815680384635925 813.9920654296875 800.412109375 None None None +8 1951 0.4481296241283417 813.9625854492188 800.3834228515625 None None None +8 1952 0.4481068551540375 813.91259765625 800.3341064453125 None None None +8 1953 0.44812142848968506 813.9131469726562 800.3341674804688 None None None +8 1954 0.4480687379837036 813.9517211914062 800.3744506835938 None None None +8 1955 0.4481283724308014 813.9180908203125 800.3389282226562 None None None +8 1956 0.4481962025165558 813.9244384765625 800.34326171875 None None None +8 1957 0.4482075273990631 814.0339965820312 800.4525146484375 None None None +8 1958 0.44819968938827515 814.0775146484375 800.4962158203125 None None None +8 1959 0.4482089579105377 814.0341796875 800.45263671875 None None None +8 1960 0.44820907711982727 814.0192260742188 800.4376831054688 None None None +8 1961 0.4482523202896118 814.0255126953125 800.442626953125 None None None +8 1962 0.4482382833957672 814.0282592773438 800.4458618164062 None None None +8 1963 0.4481982886791229 814.0205688476562 800.4393920898438 None None None +8 1964 0.4482400715351105 814.0037231445312 800.42138671875 None None None +8 1965 0.44821658730506897 814.0121459960938 800.4304809570312 None None None +8 1966 0.44823965430259705 814.0303955078125 800.447998046875 None None None +8 1967 0.44823718070983887 814.0569458007812 800.4747314453125 None None None +8 1968 0.4482429325580597 813.990478515625 800.4080200195312 None None None +8 1969 0.4482070803642273 814.0723876953125 800.490966796875 None None None +8 1970 0.44818300008773804 814.0873413085938 800.5066528320312 None None None +8 1971 0.4481920897960663 814.1141967773438 800.5332641601562 None None None +8 1972 0.4481455385684967 814.1705932617188 800.591064453125 None None None +8 1973 0.44812309741973877 814.1226196289062 800.543701171875 None None None +8 1974 0.44807711243629456 814.0817260742188 800.504150390625 None None None +8 1975 0.44802555441856384 814.092041015625 800.5160522460938 None None None +8 1976 0.44796517491340637 814.1044921875 800.5303344726562 None None None +8 1977 0.4479554295539856 814.0424194335938 800.468505859375 None None None +8 1978 0.4480932056903839 814.1220092773438 800.5440063476562 None None None +8 1979 0.44809985160827637 814.1328735351562 800.5546875 None None None +8 1980 0.4481235444545746 814.1732177734375 800.5942993164062 None None None +8 1981 0.4480867087841034 814.1340942382812 800.5562744140625 None None None +8 1982 0.44803616404533386 814.1507568359375 800.574462890625 None None None +8 1983 0.448091059923172 814.1126708984375 800.53466796875 None None None +8 1984 0.4481247067451477 814.1323852539062 800.5533447265625 None None None +8 1985 0.44816121459007263 814.1759643554688 800.5958862304688 None None None +8 1986 0.44820287823677063 814.0940551757812 800.5126342773438 None None None +8 1987 0.44818615913391113 814.056396484375 800.4755249023438 None None None +8 1988 0.4482068717479706 814.0 800.4185791015625 None None None +8 1989 0.44828560948371887 813.9830322265625 800.399169921875 None None None +8 1990 0.4483031630516052 814.0284423828125 800.4440307617188 None None None +8 1991 0.4483214318752289 814.030029296875 800.4451293945312 None None None +8 1992 0.4483358860015869 814.0757446289062 800.490478515625 None None None +8 1993 0.4483368396759033 814.1421508789062 800.556884765625 None None None +8 1994 0.44830119609832764 814.1624145507812 800.578125 None None None +8 1995 0.44829389452934265 814.1612548828125 800.5771484375 None None None +8 1996 0.44830113649368286 814.2547607421875 800.6704711914062 None None None +8 1997 0.4482579827308655 814.2625122070312 800.6795043945312 None None None +8 1998 0.44824185967445374 814.2737426757812 800.6912231445312 None None None +8 1999 0.4481396973133087 814.2483520507812 800.6689453125 None None None +8 2000 0.4482532739639282 814.2518920898438 800.6690063476562 None None None +8 2001 0.44827258586883545 814.2222900390625 800.6387939453125 None None None +8 2002 0.44824448227882385 814.1886596679688 800.6060180664062 None None None +8 2003 0.44832050800323486 814.2000122070312 800.6151123046875 None None None +8 2004 0.4483284652233124 814.2166748046875 800.6314697265625 None None None +8 2005 0.44837620854377747 814.2453002929688 800.6587524414062 None None None +8 2006 0.4482898712158203 814.2426147460938 800.6586303710938 None None None +8 2007 0.4482646882534027 814.1817016601562 800.5985717773438 None None None +8 2008 0.4482440948486328 814.2343139648438 800.6517944335938 None None None +8 2009 0.4481930136680603 814.2667846679688 800.6859130859375 None None None +8 2010 0.4482201337814331 814.2852172851562 800.7034912109375 None None None +8 2011 0.4481579065322876 814.2301635742188 800.6503295898438 None None None +8 2012 0.4481080174446106 814.1973266601562 800.6190185546875 None None None +8 2013 0.44810059666633606 814.2227783203125 800.6446533203125 None None None +8 2014 0.448126882314682 814.2343139648438 800.6554565429688 None None None +8 2015 0.4481590688228607 814.2099609375 800.630126953125 None None None +8 2016 0.4481862187385559 814.23876953125 800.6581420898438 None None None +8 2017 0.44813188910484314 814.168701171875 800.5897827148438 None None None +8 2018 0.448135644197464 814.233154296875 800.654052734375 None None None +8 2019 0.4481392502784729 814.1734008789062 800.5941772460938 None None None +8 2020 0.44810396432876587 814.199951171875 800.6217651367188 None None None +8 2021 0.4480755925178528 814.1542358398438 800.576904296875 None None None +8 2022 0.4480588734149933 814.1997680664062 800.6229858398438 None None None +8 2023 0.4481090009212494 814.1482543945312 800.5699462890625 None None None +8 2024 0.4481273889541626 814.1702270507812 800.5913696289062 None None None +8 2025 0.44814977049827576 814.2185668945312 800.6389770507812 None None None +8 2026 0.4481205642223358 814.2503662109375 800.671630859375 None None None +8 2027 0.44813159108161926 814.280029296875 800.700927734375 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0.44872692227363586 814.0366821289062 800.4398803710938 None None None +8 2080 0.44875988364219666 814.0695190429688 800.4716796875 None None None +8 2081 0.4487161636352539 814.05029296875 800.4539184570312 None None None +8 2082 0.448642373085022 814.0551147460938 800.4609375 None None None +8 2083 0.4485827088356018 814.0701293945312 800.477783203125 None None None +8 2084 0.44852837920188904 814.005126953125 800.4144897460938 None None None +8 2085 0.4485695958137512 814.0270385742188 800.4351196289062 None None None +8 2086 0.44857192039489746 814.0472412109375 800.4552612304688 None None None +8 2087 0.44856512546539307 814.0458984375 800.4541625976562 None None None +8 2088 0.44857364892959595 814.0408325195312 800.4487915039062 None None None +8 2089 0.4485532343387604 814.073974609375 800.4826049804688 None None None +8 2090 0.4486342668533325 814.0818481445312 800.4879760742188 None None None +8 2091 0.44862958788871765 814.1048583984375 800.5111694335938 None None None +8 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0.3864910304546356 795.46484375 783.7545776367188 None None None +10 1879 0.3864947557449341 795.4263305664062 783.7158203125 None None None +10 1880 0.3865549862384796 795.4251098632812 783.7127685546875 None None None +10 1881 0.3865310251712799 795.4686279296875 783.757080078125 None None None +10 1882 0.38655778765678406 795.5299682617188 783.8175659179688 None None None +10 1883 0.3865194618701935 795.4885864257812 783.77734375 None None None +10 1884 0.38652437925338745 795.4989013671875 783.7875366210938 None None None +10 1885 0.38645902276039124 795.5520629882812 783.8426513671875 None None None +10 1886 0.38646045327186584 795.5806884765625 783.8711547851562 None None None +10 1887 0.38644206523895264 795.64208984375 783.9331665039062 None None None +10 1888 0.3864224851131439 795.6139526367188 783.9056396484375 None None None +10 1889 0.3865011930465698 795.5917358398438 783.8810424804688 None None None +10 1890 0.3864205479621887 795.5647583007812 783.8565063476562 None None None +10 1891 0.3863828182220459 795.5813598632812 783.874267578125 None None None +10 1892 0.3863992393016815 795.5594482421875 783.8518676757812 None None None +10 1893 0.3864024579524994 795.5462036132812 783.8385620117188 None None None +10 1894 0.38644057512283325 795.505615234375 783.7968139648438 None None None +10 1895 0.3864184021949768 795.5048217773438 783.7966918945312 None None None +10 1896 0.38639676570892334 795.4943237304688 783.786865234375 None None None +10 1897 0.3863702416419983 795.5409545898438 783.834228515625 None None None +10 1898 0.38637393712997437 795.5530395507812 783.84619140625 None None None +10 1899 0.38631051778793335 795.5193481445312 783.8143920898438 None None None +10 1900 0.38628455996513367 795.5254516601562 783.8212890625 None None None +10 1901 0.3862675726413727 795.5505981445312 783.846923828125 None None None +10 1902 0.38628897070884705 795.476318359375 783.7720336914062 None None None +10 1903 0.3862576484680176 795.4733276367188 783.77001953125 None None None +10 1904 0.38623255491256714 795.4315185546875 783.7289428710938 None None None +10 1905 0.38622745871543884 795.4332275390625 783.730712890625 None None None +10 1906 0.38622891902923584 795.4298706054688 783.727294921875 None None None +10 1907 0.3861643075942993 795.423828125 783.7232055664062 None None None +10 1908 0.38622787594795227 795.41943359375 783.7168579101562 None None None +10 1909 0.3862309157848358 795.4447021484375 783.7420043945312 None None None +10 1910 0.38621941208839417 795.5055541992188 783.8032836914062 None None None +10 1911 0.38624975085258484 795.5636596679688 783.8604125976562 None None None +10 1912 0.38630473613739014 795.5311889648438 783.8262939453125 None None None +10 1913 0.386295884847641 795.53466796875 783.8300170898438 None None None +10 1914 0.3862994611263275 795.5692138671875 783.864501953125 None None None +10 1915 0.3863264322280884 795.5866088867188 783.881103515625 None None None +10 1916 0.3863777816295624 795.5460205078125 783.8388671875 None None None +10 1917 0.3863677680492401 795.5281372070312 783.8212890625 None None None +10 1918 0.3863446116447449 795.593505859375 783.8873901367188 None None None +10 1919 0.3863591253757477 795.6007080078125 783.8941650390625 None None None +10 1920 0.38634660840034485 795.6239013671875 783.917724609375 None None None +10 1921 0.38628989458084106 795.6695556640625 783.965087890625 None None None +10 1922 0.3862820863723755 795.6276245117188 783.92333984375 None None None +10 1923 0.38628876209259033 795.6506958007812 783.9461669921875 None None None +10 1924 0.38627639412879944 795.7329711914062 784.0288696289062 None None None +10 1925 0.3863057792186737 795.7881469726562 784.0831909179688 None None None +10 1926 0.3863069415092468 795.8240966796875 784.1190795898438 None None None +10 1927 0.38624152541160583 795.8273315429688 784.124267578125 None None None +10 1928 0.38630256056785583 795.8001098632812 784.09521484375 None None None +10 1929 0.38627511262893677 795.8092041015625 784.1051635742188 None None None +10 1930 0.3863619565963745 795.7505493164062 784.0438842773438 None None None +10 1931 0.38639703392982483 795.7579345703125 784.0502319335938 None None None +10 1932 0.3864109516143799 795.75390625 784.0457153320312 None None None +10 1933 0.38648441433906555 795.7625732421875 784.0521850585938 None None None +10 1934 0.38648995757102966 795.8042602539062 784.0936279296875 None None None +10 1935 0.3865128755569458 795.8363037109375 784.1249389648438 None None None +10 1936 0.3865022659301758 795.7786254882812 784.0676879882812 None None None +10 1937 0.3864654302597046 795.7630004882812 784.0531005859375 None None None +10 1938 0.38647833466529846 795.7190551757812 784.0087280273438 None None None +10 1939 0.3865026533603668 795.7203979492188 784.0093383789062 None None None +10 1940 0.3865794539451599 795.668212890625 783.954833984375 None None None +10 1941 0.3865452706813812 795.6912231445312 783.9788818359375 None None None +10 1942 0.3865213096141815 795.6958618164062 783.9843139648438 None None None +10 1943 0.38646718859672546 795.6939086914062 783.9840087890625 None None None +10 1944 0.38647767901420593 795.691650390625 783.9815063476562 None None None +10 1945 0.3864743411540985 795.6757202148438 783.9656372070312 None None None +10 1946 0.38650596141815186 795.729736328125 784.0187377929688 None None None +10 1947 0.3865930736064911 795.6930541992188 783.9794311523438 None None None +10 1948 0.3865942656993866 795.6881103515625 783.9745483398438 None None None +10 1949 0.38659659028053284 795.7048950195312 783.9912109375 None None None +10 1950 0.3866223394870758 795.683349609375 783.9688720703125 None None None +10 1951 0.3866724967956543 795.7471923828125 784.0311889648438 None None None +10 1952 0.38673722743988037 795.7369384765625 784.01904296875 None None None +10 1953 0.38669994473457336 795.6785278320312 783.9617309570312 None None None +10 1954 0.3867031931877136 795.6094970703125 783.8926391601562 None None None +10 1955 0.3866845965385437 795.6287231445312 783.9124145507812 None None None +10 1956 0.386687308549881 795.6407470703125 783.92431640625 None None None +10 1957 0.386678546667099 795.6472778320312 783.93115234375 None None None +10 1958 0.386727899312973 795.7036743164062 783.9860229492188 None None None +10 1959 0.3867168128490448 795.7544555664062 784.0371704101562 None None None +10 1960 0.386692076921463 795.7296752929688 784.0131225585938 None None None +10 1961 0.38669201731681824 795.7627563476562 784.0462646484375 None None None +10 1962 0.38672998547554016 795.7462768554688 784.0287475585938 None None None +10 1963 0.3867468535900116 795.6981201171875 783.97998046875 None None None +10 1964 0.38682928681373596 795.7127685546875 783.9921875 None None None +10 1965 0.3867983818054199 795.78125 784.0615844726562 None None None +10 1966 0.3868568241596222 795.8538818359375 784.1324462890625 None None None +10 1967 0.3867861032485962 795.8208618164062 784.1015625 None None None +10 1968 0.3867805004119873 795.8085327148438 784.0894165039062 None None None +10 1969 0.38687601685523987 795.8051147460938 784.0830688476562 None None None +10 1970 0.3868432641029358 795.809814453125 784.0888061523438 None None None +10 1971 0.3868960440158844 795.7807006835938 784.05810546875 None None None +10 1972 0.38685208559036255 795.7601318359375 784.0388793945312 None None None +10 1973 0.38686808943748474 795.8231201171875 784.1013793945312 None None None +10 1974 0.38685932755470276 795.8012084960938 784.0797119140625 None None None +10 1975 0.38687145709991455 795.7996215820312 784.0777587890625 None None None +10 1976 0.38695886731147766 795.8367309570312 784.1123046875 None None None +10 1977 0.3869469463825226 795.8162231445312 784.0921630859375 None None None +10 1978 0.38694313168525696 795.7713012695312 784.0473022460938 None None None +10 1979 0.3869670629501343 795.7417602539062 784.01708984375 None None None +10 1980 0.3869638442993164 795.7785034179688 784.053955078125 None None None +10 1981 0.3869651257991791 795.8318481445312 784.1072387695312 None None None +10 1982 0.38697123527526855 795.8814697265625 784.1567993164062 None None None +10 1983 0.38694411516189575 795.8529663085938 784.1290893554688 None None None +10 1984 0.38693076372146606 795.8541870117188 784.1306762695312 None None None +10 1985 0.38692012429237366 795.8383178710938 784.1151123046875 None None None +10 1986 0.3869895339012146 795.9346923828125 784.2094116210938 None None None +10 1987 0.38702645897865295 795.8726806640625 784.1461791992188 None None None +10 1988 0.38700926303863525 795.8661499023438 784.1401977539062 None None None +10 1989 0.3869691789150238 795.8724365234375 784.1476440429688 None None None +10 1990 0.3868967294692993 795.9031372070312 784.1805419921875 None None None +10 1991 0.3869519829750061 795.9054565429688 784.1810913085938 None None None +10 1992 0.3869706690311432 795.8753051757812 784.150390625 None None None +10 1993 0.3869476616382599 795.8680419921875 784.1438598632812 None None None +10 1994 0.38697293400764465 795.8473510742188 784.1224365234375 None None None +10 1995 0.38689813017845154 795.8524169921875 784.1297607421875 None None None +10 1996 0.38689321279525757 795.8303833007812 784.10791015625 None None None +10 1997 0.38686829805374146 795.8687133789062 784.14697265625 None None None +10 1998 0.386844277381897 795.8732299804688 784.1522216796875 None None None +10 1999 0.38681328296661377 795.8607788085938 784.1406860351562 None None None +10 2000 0.3868083655834198 795.8972778320312 784.1773681640625 None None None +10 2001 0.3868009150028229 795.9481811523438 784.228515625 None None None +10 2002 0.38681817054748535 795.9019775390625 784.1817626953125 None None None +10 2003 0.3867669701576233 795.9030151367188 784.184326171875 None None None +10 2004 0.38672056794166565 795.9227905273438 784.20556640625 None None None +10 2005 0.3866758644580841 795.9823608398438 784.2664794921875 None None None +10 2006 0.3866831660270691 796.0313720703125 784.315185546875 None None None +10 2007 0.38663655519485474 796.0419921875 784.3272705078125 None None None +10 2008 0.38667622208595276 796.0244750976562 784.3085327148438 None None None +10 2009 0.38675346970558167 796.0828857421875 784.3646240234375 None None None +10 2010 0.38674646615982056 796.0706787109375 784.3526611328125 None None None +10 2011 0.38673970103263855 796.0491333007812 784.3313598632812 None None None +10 2012 0.38669243454933167 796.0619506835938 784.3456420898438 None None None +10 2013 0.38669440150260925 796.107421875 784.3910522460938 None None None +10 2014 0.38671374320983887 796.0927124023438 784.3756713867188 None None None +10 2015 0.38671204447746277 796.0889282226562 784.3719482421875 None None None +10 2016 0.38672980666160583 796.0591430664062 784.341552734375 None None None +10 2017 0.3867347836494446 796.1226196289062 784.4049072265625 None None None +10 2018 0.38672971725463867 796.1786499023438 784.4611206054688 None None None +10 2019 0.38670703768730164 796.2000732421875 784.483154296875 None None None +10 2020 0.38675016164779663 796.2017822265625 784.483642578125 None None None +10 2021 0.3867412805557251 796.1675415039062 784.44970703125 None None None +10 2022 0.38674166798591614 796.21337890625 784.4954223632812 None None None +10 2023 0.38674265146255493 796.1574096679688 784.439453125 None None None +10 2024 0.38676899671554565 796.1168212890625 784.3981323242188 None None None +10 2025 0.3868010938167572 796.1138916015625 784.394287109375 None None None +10 2026 0.38679805397987366 796.1331787109375 784.41357421875 None None None +10 2027 0.38683927059173584 796.1412353515625 784.42041015625 None None None +10 2028 0.3868337869644165 796.123779296875 784.4031372070312 None None None +10 2029 0.3869151771068573 796.0657958984375 784.3427124023438 None None None +10 2030 0.3870610296726227 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0.387375146150589 795.9064331054688 784.1692504882812 None None None +10 2044 0.38736018538475037 795.8859252929688 784.1492309570312 None None None +10 2045 0.3873164653778076 795.906494140625 784.171142578125 None None None +10 2046 0.3872853219509125 795.9026489257812 784.1681518554688 None None None +10 2047 0.3872583210468292 795.9102783203125 784.1766357421875 None None None +10 2048 0.3872532844543457 795.9524536132812 784.218994140625 None None None +10 2049 0.38720354437828064 795.9529418945312 784.2210083007812 None None None +10 2050 0.38724786043167114 795.9271240234375 784.19384765625 None None None +10 2051 0.38726866245269775 795.9270629882812 784.1931762695312 None None None +10 2052 0.38726577162742615 795.9345703125 784.20068359375 None None None +10 2053 0.38719668984413147 795.9363403320312 784.2046508789062 None None None +10 2054 0.3871641755104065 795.95166015625 784.220947265625 None None None +10 2055 0.38714927434921265 795.944091796875 784.2138061523438 None None None +10 2056 0.38715168833732605 795.9296264648438 784.1992797851562 None None None +10 2057 0.38717514276504517 795.9700317382812 784.2389526367188 None None None +10 2058 0.38726213574409485 795.9580688476562 784.2244262695312 None None None +10 2059 0.3872443437576294 795.9286499023438 784.195556640625 None None None +10 2060 0.38723045587539673 795.9383544921875 784.2056884765625 None None None +10 2061 0.38719233870506287 795.89111328125 784.1595458984375 None None None +10 2062 0.3871649503707886 795.9036254882812 784.1729125976562 None None None +10 2063 0.38718366622924805 795.881591796875 784.1502685546875 None None None +10 2064 0.3871358633041382 795.8540649414062 784.1242065429688 None None None +10 2065 0.3872029781341553 795.810791015625 784.0789184570312 None None None +10 2066 0.38719749450683594 795.7272338867188 783.9954833984375 None None None +10 2067 0.38722148537635803 795.7387084960938 784.0061645507812 None None None +10 2068 0.38722658157348633 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0.3577100932598114 788.9462890625 778.1071166992188 None None None +12 1834 0.3577144742012024 788.9749145507812 778.1356201171875 None None None +12 1835 0.3577304184436798 788.9786987304688 778.138916015625 None None None +12 1836 0.35770130157470703 789.0262451171875 778.1873168945312 None None None +12 1837 0.357737272977829 788.9699096679688 778.1298828125 None None None +12 1838 0.357741117477417 788.932373046875 778.0921630859375 None None None +12 1839 0.3577800989151001 788.8989868164062 778.0576782226562 None None None +12 1840 0.3577010929584503 788.9320678710938 778.0930786132812 None None None +12 1841 0.357734352350235 788.9129638671875 778.072998046875 None None None +12 1842 0.35769030451774597 788.8663940429688 778.0277709960938 None None None +12 1843 0.3577120006084442 788.8585815429688 778.0193481445312 None None None +12 1844 0.3577307462692261 788.8782348632812 778.0383911132812 None None None +12 1845 0.357771635055542 788.8712768554688 778.0302124023438 None 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0.3576638698577881 788.8598022460938 778.0221557617188 None None None +12 1872 0.35767659544944763 788.867431640625 778.0293579101562 None None None +12 1873 0.3577696979045868 788.857666015625 778.0167846679688 None None None +12 1874 0.35773828625679016 788.8194580078125 777.9795532226562 None None None +12 1875 0.35770729184150696 788.8145751953125 777.9756469726562 None None None +12 1876 0.35771310329437256 788.7880249023438 777.9489135742188 None None None +12 1877 0.357732892036438 788.8135986328125 777.9739379882812 None None None +12 1878 0.3577045202255249 788.7970581054688 777.9581909179688 None None None +12 1879 0.35767823457717896 788.7769775390625 777.9389038085938 None None None +12 1880 0.3576812446117401 788.7557373046875 777.9176025390625 None None None +12 1881 0.357683390378952 788.7758178710938 777.9375610351562 None None None +12 1882 0.3576694130897522 788.771484375 777.93359375 None None None +12 1883 0.3577122390270233 788.7247314453125 777.8855590820312 None 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788.9327392578125 778.0896606445312 None None None +12 1897 0.35783639550209045 788.9803466796875 778.1373901367188 None None None +12 1898 0.35782039165496826 788.9712524414062 778.1287231445312 None None None +12 1899 0.3577687442302704 789.0029296875 778.1619262695312 None None None +12 1900 0.35772356390953064 788.99365234375 778.1539916992188 None None None +12 1901 0.35770872235298157 789.0185546875 778.1793823242188 None None None +12 1902 0.3577165901660919 789.0032958984375 778.1638793945312 None None None +12 1903 0.3577321171760559 789.0040893554688 778.1642456054688 None None None +12 1904 0.35772550106048584 789.0175170898438 778.1779174804688 None None None +12 1905 0.3577135503292084 789.0372924804688 778.1980590820312 None None None +12 1906 0.35775262117385864 789.02783203125 778.1873779296875 None None None +12 1907 0.3577539324760437 789.0197143554688 778.1792602539062 None None None +12 1908 0.35778486728668213 789.0480346679688 778.2066040039062 None None None +12 1909 0.35780107975006104 789.0462036132812 778.204345703125 None None None +12 1910 0.3578316867351532 788.9680786132812 778.125244140625 None None None +12 1911 0.35785746574401855 788.9579467773438 778.1143798828125 None None None +12 1912 0.35784968733787537 789.0457763671875 778.2024536132812 None None None +12 1913 0.3578208386898041 789.0390014648438 778.1965942382812 None None None +12 1914 0.35788729786872864 789.0507202148438 778.206298828125 None None None +12 1915 0.3579225540161133 788.9744873046875 778.1289672851562 None None None +12 1916 0.35792413353919983 788.9050903320312 778.0595703125 None None None +12 1917 0.3579162359237671 788.9295043945312 778.084228515625 None None None +12 1918 0.35787343978881836 788.9087524414062 778.0648193359375 None None None +12 1919 0.35785186290740967 788.94873046875 778.1054077148438 None None None +12 1920 0.35786572098731995 788.9708251953125 778.1270751953125 None None None +12 1921 0.35784652829170227 788.96337890625 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788.6063842773438 777.7640991210938 None None None +12 1935 0.3577861189842224 788.6265869140625 777.7854614257812 None None None +12 1936 0.35777583718299866 788.5759887695312 777.735107421875 None None None +12 1937 0.35774606466293335 788.6368408203125 777.796875 None None None +12 1938 0.35777536034584045 788.6013793945312 777.760498046875 None None None +12 1939 0.35776597261428833 788.5770874023438 777.7364501953125 None None None +12 1940 0.3577280342578888 788.5354614257812 777.696044921875 None None None +12 1941 0.357697069644928 788.5077514648438 777.6693115234375 None None None +12 1942 0.35766586661338806 788.5138549804688 777.67626953125 None None None +12 1943 0.3576142489910126 788.4703979492188 777.6344604492188 None None None +12 1944 0.3575573265552521 788.4172973632812 777.5830688476562 None None None +12 1945 0.35752907395362854 788.3961791992188 777.5628662109375 None None None +12 1946 0.35762932896614075 788.4140014648438 777.5775756835938 None None None +12 1947 0.3576623499393463 788.3851928710938 777.5478515625 None None None +12 1948 0.3576509356498718 788.3696899414062 777.5326538085938 None None None +12 1949 0.3576018214225769 788.3843383789062 777.548828125 None None None +12 1950 0.35758617520332336 788.389892578125 777.5548095703125 None None None +12 1951 0.3575747013092041 788.3736572265625 777.5389404296875 None None None +12 1952 0.35762548446655273 788.420654296875 777.5844116210938 None None None +12 1953 0.35762307047843933 788.41943359375 777.583251953125 None None None +12 1954 0.35758551955223083 788.4254760742188 777.5904541015625 None None None +12 1955 0.35754454135894775 788.4824829101562 777.648681640625 None None None +12 1956 0.35752615332603455 788.5426635742188 777.70947265625 None None None +12 1957 0.3575371503829956 788.5814208984375 777.7478637695312 None None None +12 1958 0.35750606656074524 788.6517333984375 777.819091796875 None None None +12 1959 0.35749292373657227 788.6803588867188 777.84814453125 None None None +12 1960 0.35746702551841736 788.73486328125 777.9034423828125 None None None +12 1961 0.3574388027191162 788.72998046875 777.8994140625 None None None +12 1962 0.3574463427066803 788.8052978515625 777.974609375 None None None +12 1963 0.3574630618095398 788.7916259765625 777.9603881835938 None None None +12 1964 0.35744598507881165 788.7994995117188 777.96875 None None None +12 1965 0.35742491483688354 788.7694091796875 777.9393920898438 None None None +12 1966 0.35743117332458496 788.7610473632812 777.9308471679688 None None None +12 1967 0.3574277460575104 788.7659912109375 777.9359130859375 None None None +12 1968 0.3573533296585083 788.7569580078125 777.9291381835938 None None None +12 1969 0.3574453890323639 788.7877807617188 777.9572143554688 None None None +12 1970 0.3574252426624298 788.7242431640625 777.894287109375 None None None +12 1971 0.35738250613212585 788.749267578125 777.9205322265625 None None None +12 1972 0.35734936594963074 788.769775390625 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0.35715532302856445 788.6474609375 777.8255004882812 None None None +12 1986 0.3571690320968628 788.6373291015625 777.8148803710938 None None None +12 1987 0.35717812180519104 788.636474609375 777.8137817382812 None None None +12 1988 0.35716596245765686 788.6378173828125 777.8154296875 None None None +12 1989 0.3571734130382538 788.5777587890625 777.7551879882812 None None None +12 1990 0.3572165369987488 788.582275390625 777.7583618164062 None None None +12 1991 0.35720568895339966 788.638916015625 777.8153686523438 None None None +12 1992 0.35718077421188354 788.677978515625 777.8552856445312 None None None +12 1993 0.3572055995464325 788.6350708007812 777.8115844726562 None None None +12 1994 0.35720667243003845 788.5684814453125 777.7449340820312 None None None +12 1995 0.35717394948005676 788.632568359375 777.8099975585938 None None None +12 1996 0.35721084475517273 788.6189575195312 777.7952270507812 None None None +12 1997 0.3571964204311371 788.5675048828125 777.7442016601562 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769.5671997070312 None None None +13 2001 0.32874464988708496 779.5347290039062 769.5750732421875 None None None +13 2002 0.32877200841903687 779.5445556640625 769.5840454101562 None None None +13 2003 0.32874855399131775 779.535888671875 769.5761108398438 None None None +13 2004 0.32873648405075073 779.5347900390625 769.575439453125 None None None +13 2005 0.3287283182144165 779.6029052734375 769.643798828125 None None None +13 2006 0.32870563864707947 779.5767822265625 769.6183471679688 None None None +13 2007 0.32870084047317505 779.6022338867188 769.6439208984375 None None None +13 2008 0.3287026882171631 779.6373901367188 769.6790161132812 None None None +13 2009 0.32874226570129395 779.6104125976562 769.65087890625 None None None +13 2010 0.3286956548690796 779.6397705078125 769.681640625 None None None +13 2011 0.32867056131362915 779.6144409179688 769.656982421875 None None None +13 2012 0.32861462235450745 779.6138305664062 769.6580810546875 None None None +13 2013 0.3285890519618988 779.6309204101562 769.6759643554688 None None None +13 2014 0.328633576631546 779.621337890625 769.6650390625 None None None +13 2015 0.3286430239677429 779.6199951171875 769.6633911132812 None None None +13 2016 0.3286636173725128 779.5816040039062 769.6243896484375 None None None +13 2017 0.3286705017089844 779.5604858398438 769.60302734375 None None None +13 2018 0.32862719893455505 779.5691528320312 769.6129760742188 None None None +13 2019 0.32866138219833374 779.585693359375 769.6285400390625 None None None +13 2020 0.3286859691143036 779.594482421875 769.6365356445312 None None None +13 2021 0.3287273347377777 779.5711059570312 769.6119384765625 None None None +13 2022 0.32864561676979065 779.6060791015625 769.6493530273438 None None None +13 2023 0.3286455273628235 779.5823364257812 769.6256103515625 None None None +13 2024 0.3286389708518982 779.5874633789062 769.6309814453125 None None None +13 2025 0.3286210894584656 779.5791015625 769.6231079101562 None 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0.3144926428794861 774.9970703125 765.4678955078125 None None None +14 1929 0.31450381875038147 775.0685424804688 765.5390625 None None None +14 1930 0.31450769305229187 775.1211547851562 765.5914916992188 None None None +14 1931 0.3144962191581726 775.07568359375 765.54638671875 None None None +14 1932 0.31449276208877563 775.072021484375 765.5427856445312 None None None +14 1933 0.3144538998603821 775.034912109375 765.5068969726562 None None None +14 1934 0.3145297169685364 775.04345703125 765.5130615234375 None None None +14 1935 0.3145233988761902 775.0517578125 765.5216064453125 None None None +14 1936 0.31449151039123535 775.1408081054688 765.611572265625 None None None +14 1937 0.31449562311172485 775.1412353515625 765.61181640625 None None None +14 1938 0.3145157992839813 775.143798828125 765.6137084960938 None None None +14 1939 0.31454187631607056 775.13037109375 765.5995483398438 None None None +14 1940 0.31450799107551575 775.1625366210938 765.6326904296875 None None None +14 1941 0.3145262897014618 775.1282348632812 765.5978393554688 None None None +14 1942 0.3145155906677246 775.0867309570312 765.556640625 None None None +14 1943 0.31457871198654175 775.0759887695312 765.5440063476562 None None None +14 1944 0.3145630359649658 775.0652465820312 765.53369140625 None None None +14 1945 0.3145247995853424 775.053466796875 765.5231323242188 None None None +14 1946 0.31459251046180725 775.0657348632812 765.5333862304688 None None None +14 1947 0.314558744430542 775.0848388671875 765.5535278320312 None None None +14 1948 0.3145199120044708 775.0392456054688 765.5090942382812 None None None +14 1949 0.314525842666626 775.0037841796875 765.4734497070312 None None None +14 1950 0.31451311707496643 775.0593872070312 765.5294189453125 None None None +14 1951 0.3145192265510559 775.0131225585938 765.48291015625 None None None +14 1952 0.31453248858451843 774.992919921875 765.4623413085938 None None None +14 1953 0.31453874707221985 775.0078735351562 765.4771118164062 None None None +14 1954 0.3145327866077423 774.9393920898438 765.4087524414062 None None None +14 1955 0.3144681751728058 774.9345092773438 765.40576171875 None None None +14 1956 0.31455105543136597 774.9125366210938 765.3812866210938 None None None +14 1957 0.31455472111701965 774.8655395507812 765.3341674804688 None None None +14 1958 0.3145601749420166 774.8504638671875 765.3189086914062 None None None +14 1959 0.3145839273929596 774.8497314453125 765.3174438476562 None None None +14 1960 0.3145548701286316 774.8296508789062 765.2982177734375 None None None +14 1961 0.3145262598991394 774.8067626953125 765.2761840820312 None None None +14 1962 0.31451475620269775 774.7794799804688 765.2492065429688 None None None +14 1963 0.31451696157455444 774.7559204101562 765.2255859375 None None None +14 1964 0.3145127594470978 774.7457275390625 765.2155151367188 None None None +14 1965 0.31452086567878723 774.7676391601562 765.2371826171875 None None None +14 1966 0.31452476978302 774.7855224609375 765.2549438476562 None None None +14 1967 0.31451863050460815 774.7748413085938 765.2444458007812 None None None +14 1968 0.3145017623901367 774.7970581054688 765.2672119140625 None None None +14 1969 0.31446757912635803 774.7844848632812 765.2556762695312 None None None +14 1970 0.31446805596351624 774.8016357421875 765.2727661132812 None None None +14 1971 0.3144369125366211 774.7608032226562 765.2328491210938 None None None +14 1972 0.31445130705833435 774.7838134765625 765.2554321289062 None None None +14 1973 0.3144349157810211 774.7590942382812 765.2312622070312 None None None +14 1974 0.3144266903400421 774.7603149414062 765.2327270507812 None None None +14 1975 0.31442299485206604 774.7725830078125 765.2451171875 None None None +14 1976 0.3143905699253082 774.8233032226562 765.2968139648438 None None None +14 1977 0.31431519985198975 774.8702392578125 765.3460083007812 None None None +14 1978 0.3143449127674103 774.8566284179688 765.33154296875 None None None +14 1979 0.3143579363822937 774.8260498046875 765.300537109375 None None None +14 1980 0.31435489654541016 774.8644409179688 765.3390502929688 None None None +14 1981 0.31433284282684326 774.8360595703125 765.3114013671875 None None None +14 1982 0.31433314085006714 774.822998046875 765.2982788085938 None None None +14 1983 0.31432607769966125 774.7715454101562 765.2470092773438 None None None +14 1984 0.314378023147583 774.76416015625 765.2380981445312 None None None +14 1985 0.31434231996536255 774.7286987304688 765.2037353515625 None None None +14 1986 0.3144203722476959 774.7772827148438 765.2499389648438 None None None +14 1987 0.31438300013542175 774.7778930664062 765.2516479492188 None None None +14 1988 0.3143475651741028 774.824951171875 765.2997436523438 None None None +14 1989 0.3143673837184906 774.7778930664062 765.2520751953125 None None None +14 1990 0.3143600821495056 774.8192138671875 765.2935791015625 None None None +14 1991 0.31438419222831726 774.8538818359375 765.3275146484375 None None None +14 1992 0.31438779830932617 774.841796875 765.3153076171875 None None None +14 1993 0.3144240975379944 774.8345947265625 765.3070068359375 None None None +14 1994 0.31442636251449585 774.84521484375 765.3175048828125 None None None +14 1995 0.3144460618495941 774.8814697265625 765.3531494140625 None None None +14 1996 0.3143966794013977 774.8695068359375 765.3427124023438 None None None +14 1997 0.31433841586112976 774.902099609375 765.3770141601562 None None None +14 1998 0.3143504559993744 774.938232421875 765.412841796875 None None None +14 1999 0.3143705129623413 774.9102783203125 765.3843383789062 None None None +14 2000 0.31440186500549316 774.920654296875 765.393798828125 None None None +14 2001 0.31435415148735046 774.94970703125 765.4242553710938 None None None +14 2002 0.31432613730430603 774.9568481445312 765.4322509765625 None None None +14 2003 0.3143245577812195 774.9498901367188 765.4253540039062 None None None +14 2004 0.3144022524356842 774.99169921875 765.4647827148438 None None None +14 2005 0.31437304615974426 775.0075073242188 765.4814453125 None None None +14 2006 0.3144046664237976 775.0271606445312 765.5001220703125 None None None +14 2007 0.3143939971923828 775.0068969726562 765.4801635742188 None None None +14 2008 0.31436848640441895 774.9649658203125 765.4390258789062 None None None +14 2009 0.31436532735824585 775.021728515625 765.495849609375 None None None +14 2010 0.3143162429332733 774.9855346679688 765.461181640625 None None None +14 2011 0.3143625855445862 774.954345703125 765.4285888671875 None None None +14 2012 0.31438106298446655 774.9270629882812 765.4007568359375 None None None +14 2013 0.3143911063671112 774.9205322265625 765.3939208984375 None None None +14 2014 0.31440138816833496 774.9105224609375 765.3836059570312 None None None +14 2015 0.31441378593444824 774.8634643554688 765.3361206054688 None None None +14 2016 0.3143937289714813 774.8612060546875 765.33447265625 None None None +14 2017 0.31445571780204773 774.9061279296875 765.3775634765625 None None None +14 2018 0.3144582211971283 774.94580078125 765.417236328125 None None None +14 2019 0.31448814272880554 774.9495239257812 765.4199829101562 None None None +14 2020 0.31450343132019043 774.9563598632812 765.4263305664062 None None None +14 2021 0.3144865930080414 774.9425659179688 765.4130859375 None None None +14 2022 0.3145369589328766 774.8757934570312 765.3447265625 None None None +14 2023 0.3145420253276825 774.8797607421875 765.3485717773438 None None None +14 2024 0.3145256042480469 774.8823852539062 765.3516845703125 None None None +14 2025 0.3146366775035858 774.8226928710938 765.2886352539062 None None None +14 2026 0.31460651755332947 774.8434448242188 765.3102416992188 None None None +14 2027 0.31462806463241577 774.8735961914062 765.3397827148438 None None None +14 2028 0.3146335184574127 774.872802734375 765.3388061523438 None None None +14 2029 0.31466779112815857 774.8984375 765.3634033203125 None None None +14 2030 0.3146364688873291 774.8734130859375 765.33935546875 None None None +14 2031 0.31460055708885193 774.9492797851562 765.4161987304688 None None None +14 2032 0.3146474063396454 774.9353637695312 765.4009399414062 None None None +14 2033 0.31464579701423645 774.9375610351562 765.4031982421875 None None None +14 2034 0.3146791458129883 774.9396362304688 765.4042358398438 None None None +14 2035 0.31470945477485657 774.989990234375 765.4537353515625 None None None +14 2036 0.31470152735710144 775.0050659179688 765.4690551757812 None None None +14 2037 0.3146570920944214 774.9888916015625 765.4542236328125 None None None +14 2038 0.3146139979362488 774.9861450195312 765.4528198242188 None None None +14 2039 0.31460413336753845 774.9757690429688 765.4426879882812 None None None +14 2040 0.31458771228790283 774.9962768554688 765.4636840820312 None None None +14 2041 0.3145301640033722 774.9526977539062 765.4218139648438 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775.7447509765625 766.2268676757812 None None None +14 2372 0.31416717171669006 775.7662353515625 766.2463989257812 None None None +14 2373 0.314125120639801 775.7285766601562 766.2099609375 None None None +14 2374 0.3141639232635498 775.7409057617188 766.22119140625 None None None +14 2375 0.31417572498321533 775.7767333984375 766.2566528320312 None None None +14 2376 0.31419578194618225 775.7627563476562 766.2420043945312 None None None +14 2377 0.31420648097991943 775.7503051757812 766.2291870117188 None None None +14 2378 0.314197838306427 775.7628173828125 766.2420043945312 None None None +14 2379 0.31415078043937683 775.8178100585938 766.2984008789062 None None None +14 2380 0.3141699731349945 775.7907104492188 766.2706909179688 None None None +14 2381 0.3142143785953522 775.8118286132812 766.2904663085938 None None None +14 2382 0.31417909264564514 775.7969970703125 766.2766723632812 None None None +14 2383 0.3141939043998718 775.7874755859375 766.2667236328125 None None None +14 2384 0.31419411301612854 775.8150024414062 766.294189453125 None None None +14 2385 0.3141888380050659 775.7786865234375 766.2581176757812 None None None +14 2386 0.3142346441745758 775.7828369140625 766.2609252929688 None None None +14 2387 0.3142840266227722 775.7875366210938 766.2640991210938 None None None +14 2388 0.31432095170021057 775.7744140625 766.2498779296875 None None None +14 2389 0.31431394815444946 775.7691650390625 766.2448120117188 None None None +14 2390 0.31431934237480164 775.7965087890625 766.27197265625 None None None +14 2391 0.3143451511859894 775.822998046875 766.2976684570312 None None None +14 2392 0.314299076795578 775.8218383789062 766.2979736328125 None None None +14 2393 0.31430158019065857 775.796142578125 766.272216796875 None None None +14 2394 0.31429681181907654 775.8169555664062 766.293212890625 None None None +14 2395 0.3142736852169037 775.8218994140625 766.298828125 None None None +14 2396 0.3142576813697815 775.853759765625 766.3311767578125 None None None +14 2397 0.3142480254173279 775.85888671875 766.3366088867188 None None None +14 2398 0.3142545819282532 775.8384399414062 766.31591796875 None None None +14 2399 0.3142629861831665 775.848876953125 766.3261108398438 None None None +14 2400 0.3142276108264923 775.8617553710938 766.340087890625 None None None +14 2401 0.3141940236091614 775.8840942382812 766.3634643554688 None None None +14 2402 0.31419000029563904 775.8932495117188 766.3727416992188 None None None +14 2403 0.314189612865448 775.8601684570312 766.3396606445312 None None None +14 2404 0.3142082393169403 775.8536987304688 766.3325805664062 None None None +14 2405 0.3141869008541107 775.850341796875 766.3298950195312 None None None +14 2406 0.3141464293003082 775.856689453125 766.3375244140625 None None None +14 2407 0.3141609728336334 775.835205078125 766.3156127929688 None None None +14 2408 0.31412336230278015 775.8533935546875 766.3349609375 None None None +14 2409 0.3141287565231323 775.865234375 766.3466186523438 None None None +14 2410 0.3140977919101715 775.8545532226562 766.3368530273438 None None None +14 2411 0.31410861015319824 775.8831176757812 766.3651123046875 None None None +14 2412 0.31410083174705505 775.9490966796875 766.4312744140625 None None None +14 2413 0.3141099810600281 775.9529418945312 766.434814453125 None None None +14 2414 0.3140908479690552 775.972412109375 766.4548950195312 None None None +14 2415 0.3141157925128937 775.973388671875 766.4551391601562 None None None +14 2416 0.3141113817691803 775.970947265625 766.4528198242188 None None None +14 2417 0.31412234902381897 775.95166015625 766.4331665039062 None None None +14 2418 0.3140944540500641 775.9852905273438 766.4675903320312 None None None +14 2419 0.31408676505088806 775.9822998046875 766.46484375 None None None +14 2420 0.3140483498573303 776.0005493164062 766.4842529296875 None None None +14 2421 0.3140864372253418 776.0072021484375 766.48974609375 None None None +14 2422 0.3140965402126312 776.0003051757812 766.4824829101562 None None None +14 2423 0.3141106367111206 776.02001953125 766.5017700195312 None None None +14 2424 0.3140834867954254 776.0001220703125 766.482666015625 None None None +14 2425 0.314046174287796 776.0392456054688 766.5230102539062 None None None +14 2426 0.31404414772987366 775.9918823242188 766.4757080078125 None None None +14 2427 0.3140595257282257 776.0311889648438 766.5145263671875 None None None +14 2428 0.31407079100608826 776.0376586914062 766.5206298828125 None None None +14 2429 0.3140923082828522 776.05859375 766.5408935546875 None None None +14 2430 0.3140847682952881 776.0565795898438 766.5391235351562 None None None +14 2431 0.31409183144569397 776.0061645507812 766.488525390625 None None None +14 2432 0.3140901029109955 776.001220703125 766.483642578125 None None None +14 2433 0.3141053020954132 776.0506591796875 766.5326538085938 None None None +14 2434 0.3140851557254791 776.0402221679688 766.5228271484375 None None None +14 2435 0.3140869140625 776.0108032226562 766.4933471679688 None None None +14 2436 0.31408554315567017 776.0054321289062 766.488037109375 None None None +14 2437 0.31408044695854187 775.9895629882812 766.4722900390625 None None None +14 2438 0.31410446763038635 775.9911499023438 766.4732055664062 None None None +14 2439 0.3141613304615021 776.0526733398438 766.5330810546875 None None None +14 2440 0.3141714632511139 776.0479736328125 766.5280151367188 None None None +14 2441 0.31414470076560974 776.0560913085938 766.5370483398438 None None None +14 2442 0.3141506016254425 776.0725708007812 766.5532836914062 None None None +14 2443 0.31419306993484497 776.0457763671875 766.5252075195312 None None None +14 2444 0.3142012059688568 776.0613403320312 766.5405883789062 None None None +14 2445 0.31417834758758545 776.09326171875 766.5731811523438 None None None +14 2446 0.3141871392726898 776.1005859375 766.5802612304688 None None None +14 2447 0.31417325139045715 776.080322265625 766.5604248046875 None None None +14 2448 0.3141777217388153 776.0551147460938 766.5350341796875 None None None +14 2449 0.3141898810863495 776.0110473632812 766.4906005859375 None None None +14 2450 0.31418827176094055 775.99951171875 766.4790649414062 None None None +14 2451 0.31418243050575256 775.9833984375 766.463134765625 None None None +14 2452 0.31419920921325684 775.9825439453125 766.4618530273438 None None None +14 2453 0.31417950987815857 776.0143432617188 766.4942016601562 None None None +14 2454 0.3141569495201111 776.0093994140625 766.4898681640625 None None None +14 2455 0.31414794921875 776.0512084960938 766.5320434570312 None None None +14 2456 0.31416651606559753 776.0746459960938 766.554931640625 None None None +14 2457 0.3141555190086365 776.084716796875 766.5653076171875 None None None +14 2458 0.3141626715660095 776.12939453125 766.6097412109375 None None None +14 2459 0.3141724467277527 776.099853515625 766.5799560546875 None None None +14 2460 0.31415167450904846 776.1049194335938 766.5856323242188 None None None +14 2461 0.31415268778800964 776.0856323242188 766.5662841796875 None None None +14 2462 0.31424447894096375 776.070068359375 766.5479125976562 None None None +14 2463 0.3142211437225342 776.0446166992188 766.523193359375 None None None +14 2464 0.31421229243278503 776.02685546875 766.5057373046875 None None None +14 2465 0.31423527002334595 776.0504150390625 766.528564453125 None None None +14 2466 0.3141990303993225 776.0934448242188 766.5726928710938 None None None +14 2467 0.3141847550868988 776.07958984375 766.5592041015625 None None None +14 2468 0.31416961550712585 776.0775146484375 766.5575561523438 None None None +14 2469 0.3141195476055145 776.1082153320312 766.5897827148438 None None None +14 2470 0.31411850452423096 776.0996704101562 766.581298828125 None None None +14 2471 0.3141649067401886 776.0986938476562 766.5789184570312 None None None +14 2472 0.31414783000946045 776.0924682617188 766.5732421875 None None None +14 2473 0.3141668438911438 776.0925903320312 766.57275390625 None None None +14 2474 0.3141404986381531 776.1192016601562 766.6001586914062 None None None +14 2475 0.3141363561153412 776.1346435546875 766.61572265625 None None None +14 2476 0.31412968039512634 776.142822265625 766.6240844726562 None None None +14 2477 0.3141348958015442 776.1531982421875 766.6343383789062 None None None +14 2478 0.3141500651836395 776.1744995117188 766.6550903320312 None None None +14 2479 0.31415218114852905 776.1922607421875 766.6728515625 None None None +14 2480 0.31414595246315 776.1925048828125 766.67333984375 None None None +14 2481 0.31415441632270813 776.1358032226562 766.6163940429688 None None None +14 2482 0.31414905190467834 776.1351928710938 766.6159057617188 None None None +14 2483 0.3141692578792572 776.1431884765625 766.623291015625 None None None +14 2484 0.31413355469703674 776.1453857421875 766.6265258789062 None None None diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..351e5c36ce32693838467a002dfdb00d2e95bf43 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stderr.txt @@ -0,0 +1,38 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 02:31:58.351748: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.357515: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.362911: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 02:32:01.396556: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.396642: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.424893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.424992: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.438536: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.444494: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.467800: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.473562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.474768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.476675: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.477031: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 02:32:01.477923: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 02:32:01.478209: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:03:00.0 name: Tesla P100-PCIE-16GB computeCapability: 6.0 +coreClock: 1.3285GHz coreCount: 56 deviceMemorySize: 15.89GiB deviceMemoryBandwidth: 681.88GiB/s +2023-07-15 02:32:01.478242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:01.478270: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 02:32:01.478295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 02:32:01.478332: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 02:32:01.478355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 02:32:01.478379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 02:32:01.478402: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 02:32:01.478425: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 02:32:01.478772: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 02:32:01.480102: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 02:32:03.403921: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 02:32:03.404029: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 02:32:03.404048: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 02:32:03.407198: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14957 MB memory) -> physical GPU (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:03:00.0, compute capability: 6.0) +2023-07-15 02:32:04.272673: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..08f8bf44e5ed227f13aafa8e24a3ef8e9983ccd8 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/bias_model_scaled.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/new_model_formats/bias_model_scaled diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet.params.json b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet.params.json new file mode 100644 index 0000000000000000000000000000000000000000..b95e1fd0a3954cb7d23f7d9db39a9880e807f3e4 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet.params.json @@ -0,0 +1,11 @@ +{ + "counts_loss_weight": "30.3", + "filters": "512", + "n_dil_layers": "8", + "bias_model_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/bias_model_scaled.h5", + "inputlen": "2114", + "outputlen": "1000", + "max_jitter": "500", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json", + "negative_sampling_ratio": "0.1" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..43003fdbd6d67d6eadc98b315520ee96bcddd39f --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 22.0 +counts_sum_max_thresh 4646.0 +trainings_pts_post_thresh 173393 diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..8331694f254c7ddd1c1d9487283be217cac350bf --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stderr.txt @@ -0,0 +1,40 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2023-07-15 01:29:47.386635: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.685036: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:49.688434: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2023-07-15 01:29:49.939903: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:49.939978: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:49.962247: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:49.962296: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:49.971518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:49.975901: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:49.991343: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:49.995442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:49.996346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:50.171869: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:50.172184: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2023-07-15 01:29:50.173081: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2023-07-15 01:29:50.186656: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:84:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.15GiB deviceMemoryBandwidth: 1.85TiB/s +2023-07-15 01:29:50.186690: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:50.186711: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2023-07-15 01:29:50.186726: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2023-07-15 01:29:50.186749: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2023-07-15 01:29:50.186763: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2023-07-15 01:29:50.186776: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2023-07-15 01:29:50.186788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2023-07-15 01:29:50.186810: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2023-07-15 01:29:50.297634: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2023-07-15 01:29:50.300067: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2023-07-15 01:29:53.569719: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2023-07-15 01:29:53.569846: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2023-07-15 01:29:53.569860: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2023-07-15 01:29:53.576234: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75650 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:84:00.0, compute capability: 8.0) +2023-07-15 01:29:55.713122: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them. +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..256c46fd687178c770d35b3379dbdc07a0ebacdf --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/new_model_formats/chrombpnet diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..114cc24d25b8672e07485947654bfe441719a6c1 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 30.3 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a0b70b24c827bd0bbd3f6c00c49dfae7f665775 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stderr.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a0b70b24c827bd0bbd3f6c00c49dfae7f665775 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +singularity exec --nv /home/groups/akundaje/anusri/simg/tf-atlas_gcp-modeling.sif python get_new_tf_model_format.py -i /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet_wo_bias.h5 -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4/new_model_formats/chrombpnet_wo_bias diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..515f46abb9304c33966ca96bc6590f6101112bee --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.epoch_loss.csv @@ -0,0 +1,16 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,5.263154983520508,919.0354614257812,1078.5103759765625,0.6708124876022339,831.92724609375,852.2525634765625 +1,0.6461954712867737,853.3508911132812,872.9301147460938,0.5963248014450073,803.4906005859375,821.55908203125 +2,0.5920987129211426,837.15576171875,855.0966186523438,0.5379520654678345,797.1134643554688,813.4136352539062 +3,0.5505017042160034,826.516845703125,843.1959228515625,0.4913046956062317,791.1328125,806.019287109375 +4,0.5237460732460022,819.195556640625,835.06494140625,0.47437408566474915,782.3058471679688,796.679443359375 +5,0.5003277063369751,813.1268310546875,828.28759765625,0.46792277693748474,780.5379028320312,794.7153930664062 +6,0.48162782192230225,809.7362060546875,824.3297119140625,0.45403942465782166,790.8030395507812,804.5609130859375 +7,0.46545103192329407,804.6901245117188,818.7940063476562,0.442891001701355,782.0560302734375,795.4757080078125 +8,0.45006200671195984,801.0303344726562,814.6668090820312,0.5371805429458618,787.46435546875,803.7412109375 +9,0.4017447233200073,789.7656860351562,801.9393310546875,0.4340450167655945,777.2964477539062,790.447998046875 +10,0.3867574632167816,783.9755249023438,795.6942138671875,0.4267011284828186,778.091064453125,791.0198364257812 +11,0.3698628842830658,780.5925903320312,791.7986450195312,0.43415001034736633,779.9571533203125,793.1121215820312 +12,0.35696282982826233,776.8143310546875,787.6307983398438,0.44432443380355835,777.9413452148438,791.4043579101562 +13,0.3277552127838135,770.39111328125,780.3209228515625,0.4626649022102356,776.4644165039062,790.48291015625 +14,0.31413355469703674,766.6265258789062,776.1453857421875,0.4710290729999542,777.4194946289062,791.69189453125 diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stderr.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stderr.txt new file mode 100644 index 0000000000000000000000000000000000000000..7efb9dd681836ea31717556e7411e9f35c07c54d --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stderr.txt @@ -0,0 +1,332 @@ +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +INFO: underlay of /etc/localtime required more than 50 (88) bind mounts +INFO: underlay of /usr/bin/nvidia-smi required more than 50 (355) bind mounts +2022-10-17 07:27:12.599219: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:06.417513: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 07:35:06.422681: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 07:35:06.898919: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 07:35:06.899049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:06.927500: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:35:06.927716: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:35:06.942602: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 07:35:06.949760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 07:35:06.973858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 07:35:06.980338: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 07:35:06.981912: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:35:06.986351: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 07:35:06.986774: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 07:35:06.987821: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 07:35:06.989331: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 07:35:06.989372: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:06.989399: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:35:06.989420: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:35:06.989440: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 07:35:06.989459: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 07:35:06.989478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 07:35:06.989497: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 07:35:06.989517: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:35:06.992289: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 07:35:06.993874: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:09.026536: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 07:35:09.026668: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 07:35:09.026684: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 07:35:09.034300: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +2022-10-17 07:35:10.755357: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 07:35:10.773034: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 07:35:11.021629: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:35:12.874520: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:35:12.885509: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:35:47.337120: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:49.524613: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 07:35:49.525847: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 07:35:49.839857: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 07:35:49.839979: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:49.843009: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:35:49.843123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:35:49.844560: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 07:35:49.844941: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 07:35:49.847902: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 07:35:49.848745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 07:35:49.849132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:35:49.851071: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 07:35:49.851437: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 07:35:49.851532: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 07:35:49.852477: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 07:35:49.852508: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:49.852530: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:35:49.852548: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:35:49.852566: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 07:35:49.852583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 07:35:49.852599: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 07:35:49.852616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 07:35:49.852631: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:35:49.854335: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 07:35:49.854376: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 07:35:50.455462: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 07:35:50.455601: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 07:35:50.455619: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 07:35:50.459273: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +2022-10-17 07:42:18.639480: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 07:42:18.640012: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 07:42:20.405040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 07:42:21.001267: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 07:42:21.419268: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 07:42:25.243382: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once. +2022-10-17 09:25:15.519543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:25:18.666243: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:25:18.667478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:25:19.074355: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:25:19.074451: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:25:19.077330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:25:19.077396: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:25:19.078730: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:25:19.079077: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:25:19.081761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:25:19.082478: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:25:19.082868: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:25:19.085750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:25:19.086118: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:25:19.086199: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:25:19.087575: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:25:19.087602: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:25:19.087624: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:25:19.087642: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:25:19.087659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:25:19.087677: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:25:19.087694: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:25:19.087710: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:25:19.087727: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:25:19.090381: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:25:19.090419: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:25:19.667362: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:25:19.667487: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:25:19.667502: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:25:19.671347: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +2022-10-17 09:27:44.637515: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:27:44.641763: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 09:27:44.748353: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:27:45.286818: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:27:45.289489: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/opt/conda/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: is not loaded, but a Lambda layer uses it. It may cause errors. + , UserWarning) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 09:30:26.277351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:30:29.182686: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:30:29.183903: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:30:29.588139: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:30:29.588255: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:30:29.591117: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:30:29.591186: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:30:29.592518: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:30:29.592854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:30:29.595616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:30:29.596364: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:30:29.596754: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:30:29.599756: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:30:29.600119: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:30:29.600205: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:30:29.601657: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:30:29.601683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:30:29.601704: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:30:29.601722: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:30:29.601739: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:30:29.601756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:30:29.601773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:30:29.601789: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:30:29.601805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:30:29.604614: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:30:29.604651: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:30:30.185719: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:30:30.228424: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:30:30.228445: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:30:30.232185: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 09:32:03.001862: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:32:03.004697: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 09:32:03.074377: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:32:03.615557: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:32:03.617421: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 09:34:38.960919: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:34:41.888462: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:34:41.889650: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:34:42.296284: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:34:42.296404: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:34:42.299318: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:34:42.299380: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:34:42.300714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:34:42.301065: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:34:42.303858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:34:42.304581: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:34:42.304963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:34:42.307844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:34:42.308277: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:34:42.308358: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:34:42.309755: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:34:42.309781: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:34:42.309821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:34:42.309841: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:34:42.309858: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:34:42.309875: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:34:42.309892: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:34:42.309909: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:34:42.309926: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:34:42.312587: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:34:42.312623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:34:42.892180: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:34:42.892317: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:34:42.892332: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:34:42.895955: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +2022-10-17 09:36:15.881166: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:36:15.883229: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 09:36:15.929080: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:36:16.467449: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:36:16.469242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:69: RuntimeWarning: invalid value encountered in true_divide + cur_jsd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),pred_probs[idx,:]) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/utils/metrics_utils.py:196: RuntimeWarning: invalid value encountered in true_divide + profile_prob = profile / np.sum(profile) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:78: RuntimeWarning: invalid value encountered in true_divide + shuffled_labels_prob=shuffled_labels/np.nansum(shuffled_labels) +/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/metrics.py:88: RuntimeWarning: invalid value encountered in true_divide + curr_jsd_rnd=jensenshannon(true_counts[idx,:]/np.nansum(true_counts[idx,:]),shuffled_labels_prob) +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument. +2022-10-17 09:37:44.741506: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:37:46.220522: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:37:46.221685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:37:46.641882: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:37:46.642003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:37:46.644823: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:37:46.644890: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:37:46.646223: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:37:46.646566: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:37:46.649481: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:37:46.650231: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:37:46.650623: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:37:46.656247: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:37:46.656597: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:37:46.656681: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:37:46.658209: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:37:46.658244: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:37:46.658266: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:37:46.658284: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:37:46.658303: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:37:46.658321: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:37:46.658339: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:37:46.658357: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:37:46.658374: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:37:46.661362: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:37:46.661429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:37:47.256838: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:37:47.256959: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:37:47.256974: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:37:47.260676: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. +2022-10-17 09:38:02.263951: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:38:02.264617: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 09:38:02.517141: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:38:03.155470: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:38:03.157687: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +mkdir: cannot create directory ‘/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR576UAF//chrombppnet_model_encsr880cub_bias_fold_4//footprints’: File exists +2022-10-17 09:39:53.455474: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:39:54.909103: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:39:54.910278: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1 +2022-10-17 09:39:55.323802: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:39:55.323928: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:39:55.326696: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:39:55.326757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:39:55.328112: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:39:55.328453: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:39:55.331221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:39:55.331934: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:39:55.332338: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:39:55.335260: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:39:55.335600: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2022-10-17 09:39:55.335706: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set +2022-10-17 09:39:55.337133: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: +pciBusID: 0000:ca:00.0 name: NVIDIA A100-SXM4-40GB computeCapability: 8.0 +coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 39.45GiB deviceMemoryBandwidth: 1.41TiB/s +2022-10-17 09:39:55.337169: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:39:55.337192: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:39:55.337212: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:39:55.337231: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10 +2022-10-17 09:39:55.337250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10 +2022-10-17 09:39:55.337269: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10 +2022-10-17 09:39:55.337288: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11 +2022-10-17 09:39:55.337307: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 +2022-10-17 09:39:55.340083: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0 +2022-10-17 09:39:55.340128: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0 +2022-10-17 09:39:55.945578: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix: +2022-10-17 09:39:55.945707: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267] 0 +2022-10-17 09:39:55.945721: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0: N +2022-10-17 09:39:55.949395: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 37440 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-40GB, pci bus id: 0000:ca:00.0, compute capability: 8.0) +2022-10-17 09:40:10.416862: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2) +2022-10-17 09:40:10.417510: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2000035000 Hz +2022-10-17 09:40:10.587111: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11 +2022-10-17 09:40:11.253409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11 +2022-10-17 09:40:11.255438: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8 diff --git a/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stdout.txt b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd001c6abd7dcbd3fd68028e5df8e240e71354e3 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR576UAF/logfile.modelling.fold_4.ENCSR576UAF.stdout.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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a/fold_4/model.chrombpnet.fold_4.ENCSR576UAF.tar b/fold_4/model.chrombpnet.fold_4.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..4b43a8b935c8a3d75397181e1a1468dcdbed3ad3 --- /dev/null +++ b/fold_4/model.chrombpnet.fold_4.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0124de346e166162d011b42787703e9e94f84752c1e9fe4b66e6da6cc6c1dd5 +size 27607040 diff --git a/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.h5 b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..b957b80269e106d40c387db89da74333e450d7c0 --- /dev/null +++ b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46f090653611f573ebe8c3b5f2b4293df97c142cc20fe5f720548f3baa0bcea0 +size 25583536 diff --git a/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.tar b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.tar new file mode 100644 index 0000000000000000000000000000000000000000..206390e1957125ea2e40cd3eccdd5c2bb343eb6e --- /dev/null +++ b/fold_4/model.chrombpnet_nobias.fold_4.ENCSR576UAF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fc21d2eecda0a66f07d53ea48c817ba66f998f636c197b1eab411c80fe6c628 +size 26081280