diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..d53dfb39c228185a71494230c90cc01a6c286899 --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - ATAC + - lung + - 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: ATAC in lower lobe of right lung (ENCSR923VTG) +- Model: ChromBPNet +- Assay: ATAC-seq +- Experiment: [ENCSR923VTG](https://www.encodeproject.org/experiments/ENCSR923VTG/) +- Model annotation: [ENCSR609WOB](https://www.encodeproject.org/annotations/ENCSR609WOB/) +- Biosample: lower lobe of right lung (Full name: Homo sapiens lower lobe of right lung tissue male adult (60 years)) +- Cell slim(s): None +- Organ slim(s): lung +- Developmental slim(s): endoderm +- System slim(s): respiratory-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.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.args.json b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.args.json new file mode 100644 index 0000000000000000000000000000000000000000..41f1dcfdc05a3083de772105362e0f8f4f262829 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.args.json @@ -0,0 +1,50 @@ +{ + "cmd": "pipeline", + "genome": "/oak/stanford/groups/akundaje/ziwei75/atac_seq_pipeline/hg38/GRCh38_no_alt_analysis_set_GCA_000001405.15.fasta", + "chrom_sizes": "/oak/stanford/groups/akundaje/ziwei75/atac_seq_pipeline/hg38/GRCh38_EBV.chrom.sizes.tsv", + "input_bam_file": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/preprocessing/bigWigs/ENCSR923VTG.bigWig", + "input_fragment_file": null, + "input_tagalign_file": null, + "output_dir": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs", + "data_type": "ATAC", + "peaks": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/auxiliary/filtered.peaks.bed", + "nonpeaks": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/auxiliary/filtered.nonpeaks.bed", + "chr_fold_path": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json", + "outlier_threshold": 0.9999, + "ATAC_ref_path": null, + "DNASE_ref_path": null, + "num_samples": 10000, + "inputlen": 2114, + "outputlen": 1000, + "seed": 1234, + "epochs": 50, + "early_stop": 5, + "learning_rate": 0.001, + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "architecture_from_file": "/home/users/vhecht/chrombpnet/chrombpnet/chrombpnet/training/models/chrombpnet_with_bias_model.py", + "file_prefix": null, + "html_prefix": "./", + "bsort": false, + "tmpdir": null, + "no_st": false, + "bias_model_path": "/scratch/users/vhecht/chromatin-atlas-2022/reference/ATAC/fold_0/model.bias.fold_0.ENCSR868FGK.h5", + "negative_sampling_ratio": 0.1, + "filters": 512, + "n_dilation_layers": 8, + "max_jitter": 500, + "batch_size": 64, + "output_prefix": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/models/chrombpnet", + "bigwig": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/auxiliary/data_unstranded.bw", + "plus_shift": null, + "minus_shift": null, + "chr": "chr8", + "pwm_width": 24, + "params": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/logs/chrombpnet_model_params.tsv" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..b37abc034b3d6f262e3ba8d7da02dffd556d90ee --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.batch_loss.tsv @@ -0,0 +1,35283 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.2200822830200195 827.6473388671875 734.847900390625 None None None +0 1 21.47090721130371 1674.3095703125 776.82568359375 None None None +0 2 15.027057647705078 1390.1302490234375 761.9992065429688 None None None +0 3 11.837132453918457 1260.2965087890625 765.50439453125 None None None +0 4 9.831575393676758 1154.0447998046875 743.0849609375 None None None +0 5 8.509255409240723 1089.857666015625 734.1708374023438 None None None +0 6 7.634836673736572 1055.6077880859375 736.4716186523438 None None None +0 7 6.940295696258545 1024.7598876953125 734.6555786132812 None None None +0 8 6.4186601638793945 1006.1224975585938 737.822509765625 None None None +0 9 6.047574043273926 1003.1124877929688 750.3239135742188 None None None +0 10 5.709434509277344 985.6176147460938 746.9633178710938 None None None +0 11 5.445573806762695 978.2009887695312 750.5761108398438 None None None +0 12 5.241251468658447 984.7427978515625 765.6585693359375 None None None +0 13 5.046848297119141 979.2554321289062 768.2973022460938 None None None +0 14 4.871098041534424 974.748046875 771.1362915039062 None None None +0 15 4.696183204650879 962.5055541992188 766.2052001953125 None None None +0 16 4.541031837463379 954.7236938476562 764.90869140625 None None None +0 17 4.400409698486328 947.0762939453125 763.1392211914062 None None None +0 18 4.257330417633057 935.6427001953125 757.6863403320312 None None None +0 19 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1942 1.5659271478652954 757.5867309570312 692.1300048828125 None None None +0 1943 1.5652754306793213 757.5572509765625 692.1277465820312 None None None +0 1944 1.564604640007019 757.4967041015625 692.0952758789062 None None None +0 1945 1.564050316810608 757.4979858398438 692.1196899414062 None None None +0 1946 1.5634527206420898 757.4758911132812 692.12255859375 None None None +0 1947 1.562813401222229 757.489501953125 692.1629028320312 None None None +0 1948 1.562304139137268 757.4356079101562 692.1302490234375 None None None +0 1949 1.5616830587387085 757.4215698242188 692.1421508789062 None None None +0 1950 1.561067819595337 757.45703125 692.2033081054688 None None None +0 1951 1.5604982376098633 757.4290771484375 692.19921875 None None None +0 1952 1.559917688369751 757.35302734375 692.1473388671875 None None None +0 1953 1.5592986345291138 757.2938232421875 692.1140747070312 None None None +0 1954 1.5587067604064941 757.2701416015625 692.1151123046875 None None None +0 1955 1.5581377744674683 757.2548828125 692.1235961914062 None None None +0 1956 1.5575265884399414 757.2814331054688 692.17578125 None None None +0 1957 1.5570417642593384 757.2010498046875 692.1156616210938 None None None +0 1958 1.5564192533493042 757.150634765625 692.0912475585938 None None None +0 1959 1.555824637413025 757.10009765625 692.0656127929688 None None None +0 1960 1.5553796291351318 757.1251831054688 692.1093139648438 None None None +0 1961 1.5547926425933838 757.105224609375 692.1138916015625 None None None +0 1962 1.554128885269165 757.0440673828125 692.0805053710938 None None None +0 1963 1.5535144805908203 756.9605102539062 692.0225219726562 None None None +0 1964 1.5528515577316284 756.8853759765625 691.97509765625 None None None +0 1965 1.5524734258651733 756.8572998046875 691.962890625 None None None +0 1966 1.5518015623092651 756.791748046875 691.9253540039062 None None None +0 1967 1.551138997077942 756.7367553710938 691.8980712890625 None None None +0 1968 1.550660252571106 756.703369140625 691.8847045898438 None None None +0 1969 1.5500985383987427 756.6785888671875 691.8834228515625 None None None +0 1970 1.5494798421859741 756.6351928710938 691.865966796875 None None None +0 1971 1.5488227605819702 756.608154296875 691.8663330078125 None None None +0 1972 1.5481882095336914 756.5557250976562 691.8405151367188 None None None +0 1973 1.5476868152618408 756.5240478515625 691.8297729492188 None None None +0 1974 1.5470963716506958 756.524169921875 691.8546142578125 None None None +0 1975 1.5465137958526611 756.506591796875 691.8613891601562 None None None +0 1976 1.5461469888687134 756.4808959960938 691.8509521484375 None None None +0 1977 1.5455104112625122 756.4138793945312 691.810546875 None None None +0 1978 1.5449286699295044 756.34228515625 691.7633056640625 None None None +0 1979 1.54442298412323 756.3185424804688 691.7606811523438 None None None +0 1980 1.5438013076782227 756.3005981445312 691.7686767578125 None None None +0 1981 1.5431978702545166 756.27001953125 691.7633666992188 None None None +0 1982 1.5426902770996094 756.2042846679688 691.7188110351562 None None None +0 1983 1.5420849323272705 756.20556640625 691.7454223632812 None None None +0 1984 1.5414360761642456 756.123779296875 691.6907348632812 None None None +0 1985 1.540846824645996 756.1070556640625 691.69873046875 None None None +0 1986 1.5405223369598389 756.0717163085938 691.6769409179688 None None None +0 1987 1.539873480796814 756.106201171875 691.7385864257812 None None None +0 1988 1.539253830909729 756.0457153320312 691.7039184570312 None None None +0 1989 1.538658618927002 756.0045776367188 691.6876831054688 None None None +0 1990 1.5381789207458496 755.9542236328125 691.6573486328125 None None None +0 1991 1.537560224533081 755.9180297851562 691.6470336914062 None None None +0 1992 1.5369534492492676 755.8810424804688 691.6354370117188 None None None +0 1993 1.5363328456878662 755.8442993164062 691.6246948242188 None None None +0 1994 1.5357260704040527 755.8464965820312 691.6522216796875 None None None +0 1995 1.5350686311721802 755.8071899414062 691.640380859375 None None None +0 1996 1.534472107887268 755.8267211914062 691.684814453125 None None None +0 1997 1.5338834524154663 755.80078125 691.6834716796875 None None None +0 1998 1.5332497358322144 755.6914672851562 691.6006469726562 None None None +0 1999 1.532649040222168 755.6868896484375 691.6211547851562 None None None +0 2000 1.5320929288864136 755.6786499023438 691.63623046875 None None None +0 2001 1.5316381454467773 755.5792846679688 691.5558471679688 None None None +0 2002 1.5310627222061157 755.5151977539062 691.5158081054688 None None None +0 2003 1.5304449796676636 755.483154296875 691.5096435546875 None None None +0 2004 1.5299464464187622 755.4618530273438 691.5092163085938 None None None +0 2005 1.5295040607452393 755.443359375 691.5091552734375 None None None +0 2006 1.5289007425308228 755.4224853515625 691.5135498046875 None None None +0 2007 1.5283358097076416 755.4285888671875 691.5432739257812 None None None +0 2008 1.5278953313827515 755.3765869140625 691.5097045898438 None None None +0 2009 1.5273264646530151 755.3646850585938 691.5216064453125 None None None +0 2010 1.526719570159912 755.2908325195312 691.4730834960938 None None None +0 2011 1.5262190103530884 755.2528686523438 691.4561157226562 None None None +0 2012 1.5256139039993286 755.2173461914062 691.4458618164062 None None None +0 2013 1.525063157081604 755.2127075195312 691.4642333984375 None None None +0 2014 1.5246671438217163 755.1982421875 691.4662475585938 None None None +0 2015 1.5240906476974487 755.1513061523438 691.4434814453125 None None None +0 2016 1.5235040187835693 755.1331787109375 691.4498901367188 None None None +0 2017 1.5228976011276245 755.0604248046875 691.4025268554688 None None None +0 2018 1.5222972631454468 755.0086059570312 691.375732421875 None None None +0 2019 1.5217890739440918 754.9849853515625 691.3734130859375 None None None 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None +1 1925 0.3796278238296509 670.5497436523438 654.681396484375 None None None +1 1926 0.37980976700782776 670.566650390625 654.690673828125 None None None +1 1927 0.37977978587150574 670.5574340820312 654.6828002929688 None None None +1 1928 0.3797627091407776 670.5765991210938 654.7026977539062 None None None +1 1929 0.37971827387809753 670.588134765625 654.716064453125 None None None +1 1930 0.3796524107456207 670.5745849609375 654.705322265625 None None None +1 1931 0.37969970703125 670.598388671875 654.7271118164062 None None None +1 1932 0.3797096610069275 670.5545043945312 654.6828002929688 None None None +1 1933 0.3797171711921692 670.5797119140625 654.7076416015625 None None None +1 1934 0.37967053055763245 670.5592041015625 654.6890869140625 None None None +1 1935 0.37979573011398315 670.5423583984375 654.6669921875 None None None +1 1936 0.37996217608451843 670.50634765625 654.6240234375 None None None +1 1937 0.38000088930130005 670.4945678710938 654.6106567382812 None None None +1 1938 0.3802514970302582 670.5386352539062 654.6441650390625 None None None +1 1939 0.3802254796028137 670.5642700195312 654.6708374023438 None None None +1 1940 0.3801455795764923 670.5548706054688 654.6648559570312 None None None +1 1941 0.38025760650634766 670.5840454101562 654.6892700195312 None None None +1 1942 0.3805338740348816 670.595703125 654.6893920898438 None None None +1 1943 0.38050034642219543 670.6323852539062 654.7274780273438 None None None +1 1944 0.38044291734695435 670.6260375976562 654.7235717773438 None None None +1 1945 0.38035717606544495 670.6251831054688 654.7261962890625 None None None +1 1946 0.3803927004337311 670.6515502929688 654.7510986328125 None None None +1 1947 0.38046973943710327 670.6792602539062 654.7755126953125 None None None +1 1948 0.3804284632205963 670.6871948242188 654.78515625 None None None +1 1949 0.3803991973400116 670.6709594726562 654.7701416015625 None None None +1 1950 0.38035717606544495 670.6627197265625 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0.37991756200790405 670.5170288085938 654.6363525390625 None None None +1 1977 0.37982177734375 670.4813232421875 654.6046142578125 None None None +1 1978 0.3799239993095398 670.5365600585938 654.6556396484375 None None None +1 1979 0.37984520196914673 670.5374755859375 654.6597900390625 None None None +1 1980 0.37982746958732605 670.5248413085938 654.6478881835938 None None None +1 1981 0.37985578179359436 670.5385131835938 654.6603393554688 None None None +1 1982 0.37978363037109375 670.5223388671875 654.647216796875 None None None +1 1983 0.3797660768032074 670.532470703125 654.6581420898438 None None None +1 1984 0.37971368432044983 670.5555419921875 654.6834106445312 None None None +1 1985 0.37968191504478455 670.5817260742188 654.7108764648438 None None None +1 1986 0.3795887231826782 670.5302124023438 654.6632690429688 None None None +1 1987 0.3796038329601288 670.5029907226562 654.6354370117188 None None None +1 1988 0.37955936789512634 670.490966796875 654.625244140625 None None None +1 1989 0.3794514834880829 670.4400634765625 654.578857421875 None None None +1 1990 0.3794850707054138 670.5031127929688 654.6405029296875 None None None +1 1991 0.3794761002063751 670.5302124023438 654.66796875 None None None +1 1992 0.3794233202934265 670.50927734375 654.6492919921875 None None None +1 1993 0.3794322907924652 670.5234985351562 654.6631469726562 None None None +1 1994 0.3794279396533966 670.5518188476562 654.691650390625 None None None +1 1995 0.37959349155426025 670.5635986328125 654.6964111328125 None None None +1 1996 0.3795669376850128 670.5626220703125 654.6965942382812 None None None +1 1997 0.3795379102230072 670.5498657226562 654.6851196289062 None None None +1 1998 0.3794826865196228 670.5401611328125 654.6776733398438 None None None +1 1999 0.37939780950546265 670.5623779296875 654.7034912109375 None None None +1 2000 0.3794075846672058 670.5603637695312 654.7010498046875 None None None +1 2001 0.3793594539165497 670.537109375 654.6798095703125 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1985 0.30187705159187317 642.2490844726562 629.6307373046875 None None None +4 1986 0.3018450140953064 642.228515625 629.611572265625 None None None +4 1987 0.3017769157886505 642.2218627929688 629.6077880859375 None None None +4 1988 0.30178821086883545 642.2196044921875 629.6050415039062 None None None +4 1989 0.30183348059654236 642.2233276367188 629.6068725585938 None None None +4 1990 0.30190086364746094 642.2492065429688 629.6299438476562 None None None +4 1991 0.3018752634525299 642.2481079101562 629.6298828125 None None None +4 1992 0.30198365449905396 642.2870483398438 629.664306640625 None None None +4 1993 0.30196839570999146 642.34521484375 629.7230834960938 None None None +4 1994 0.3020094037055969 642.3516235351562 629.7277221679688 None None None +4 1995 0.302034854888916 642.38623046875 629.7612915039062 None None None +4 1996 0.3020697236061096 642.3627319335938 629.7362670898438 None None None +4 1997 0.3020644187927246 642.3383178710938 629.7120361328125 None None None +4 1998 0.3020227551460266 642.3362426757812 629.7117919921875 None None None +4 1999 0.30197030305862427 642.304931640625 629.6826171875 None None None +4 2000 0.30200788378715515 642.293212890625 629.6693115234375 None None None +4 2001 0.3020118772983551 642.2742309570312 629.6502075195312 None None None +4 2002 0.30200475454330444 642.2713623046875 629.6475830078125 None None None +4 2003 0.3020046055316925 642.2619018554688 629.6381225585938 None None None +4 2004 0.302107036113739 642.2763061523438 629.6483154296875 None None None +4 2005 0.30212879180908203 642.2555541992188 629.626708984375 None None None +4 2006 0.3021005094051361 642.2828369140625 629.6551513671875 None None None +4 2007 0.3021327257156372 642.2315673828125 629.6025390625 None None None +4 2008 0.3021133840084076 642.2559204101562 629.627685546875 None None None +4 2009 0.3021555542945862 642.2662963867188 629.6362915039062 None None None +4 2010 0.30214133858680725 642.2449951171875 629.6155395507812 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635.8798828125 623.98828125 None None None +5 1921 0.2844633162021637 635.9081420898438 624.0174560546875 None None None +5 1922 0.2844255268573761 635.9030151367188 624.0138549804688 None None None +5 1923 0.284415602684021 635.9349975585938 624.0463256835938 None None None +5 1924 0.2843782603740692 635.9140014648438 624.0269165039062 None None None +5 1925 0.28440362215042114 635.935302734375 624.047119140625 None None None +5 1926 0.28435876965522766 635.9326782226562 624.04638671875 None None None +5 1927 0.2843616306781769 635.9531860351562 624.0667724609375 None None None +5 1928 0.28451278805732727 635.9479370117188 624.0552368164062 None None None +5 1929 0.2844597399234772 635.9527587890625 624.062255859375 None None None +5 1930 0.284431129693985 635.9365844726562 624.0473022460938 None None None +5 1931 0.28440752625465393 635.9478759765625 624.0596313476562 None None None +5 1932 0.28443580865859985 635.9446411132812 624.05517578125 None None None +5 1933 0.28447073698043823 635.9900512695312 624.0991821289062 None None None +5 1934 0.28442323207855225 635.9806518554688 624.091796875 None None None +5 1935 0.2843877077102661 635.9846801757812 624.0973510742188 None None None +5 1936 0.2843608260154724 635.9751586914062 624.0888671875 None None None +5 1937 0.28431910276412964 635.985107421875 624.1005859375 None None None +5 1938 0.28428325057029724 635.9782104492188 624.0951538085938 None None None +5 1939 0.2842381000518799 635.9869384765625 624.1057739257812 None None None +5 1940 0.2841991186141968 636.0217895507812 624.1422119140625 None None None +5 1941 0.28416934609413147 636.0107421875 624.1325073242188 None None None +5 1942 0.28417685627937317 635.99951171875 624.1209106445312 None None None +5 1943 0.2841525971889496 635.9613647460938 624.083740234375 None None None +5 1944 0.2841451168060303 635.9963989257812 624.119140625 None None None +5 1945 0.28412386775016785 636.00537109375 624.1290283203125 None None None +5 1946 0.28411757946014404 636.0115356445312 624.1354370117188 None None None +5 1947 0.28409239649772644 636.015869140625 624.1407470703125 None None None +5 1948 0.28407105803489685 636.0645141601562 624.1903076171875 None None None +5 1949 0.2841269373893738 636.0645751953125 624.1880493164062 None None None +5 1950 0.28409600257873535 636.06640625 624.191162109375 None None None +5 1951 0.28404513001441956 636.0459594726562 624.1728515625 None None None +5 1952 0.2840164005756378 636.030029296875 624.1581420898438 None None None +5 1953 0.28396421670913696 636.03076171875 624.1610717773438 None None None +5 1954 0.2839416563510895 635.9934692382812 624.1246948242188 None None None +5 1955 0.2838992774486542 635.9832153320312 624.1162109375 None None None +5 1956 0.2839028835296631 636.0033569335938 624.1362915039062 None None None +5 1957 0.2840011715888977 635.9813842773438 624.110107421875 None None None +5 1958 0.284012109041214 636.0007934570312 624.1290283203125 None None None +5 1959 0.28396764397621155 636.0029296875 624.1331176757812 None None None +5 1960 0.2839321494102478 636.0090942382812 624.1407470703125 None None None +5 1961 0.2839425206184387 636.0011596679688 624.1324462890625 None None None +5 1962 0.2839909791946411 636.0477905273438 624.1770629882812 None None None +5 1963 0.2839774787425995 636.0517578125 624.1815795898438 None None None +5 1964 0.28393033146858215 636.0474853515625 624.1792602539062 None None None +5 1965 0.2838936746120453 636.0814208984375 624.2147216796875 None None None +5 1966 0.28383663296699524 636.0819091796875 624.2176513671875 None None None +5 1967 0.28378716111183167 636.0850219726562 624.2227783203125 None None None +5 1968 0.28376123309135437 636.1175537109375 624.2564697265625 None None None +5 1969 0.28373947739601135 636.1529541015625 624.2927856445312 None None None +5 1970 0.28368502855300903 636.1217651367188 624.2638549804688 None None None +5 1971 0.2836487591266632 636.1292724609375 624.2728881835938 None None None +5 1972 0.2835785150527954 636.1463623046875 624.29296875 None None None +5 1973 0.28365784883499146 636.135009765625 624.2783203125 None None None +5 1974 0.2836615741252899 636.1083984375 624.2515258789062 None None None +5 1975 0.28362855315208435 636.125732421875 624.270263671875 None None None +5 1976 0.2835714817047119 636.1073608398438 624.2542724609375 None None None +5 1977 0.28355008363723755 636.1027221679688 624.25048828125 None None None +5 1978 0.28351762890815735 636.0977172851562 624.246826171875 None None None +5 1979 0.28352880477905273 636.0878295898438 624.2364501953125 None None None +5 1980 0.28347650170326233 636.0745849609375 624.2254638671875 None None None +5 1981 0.28345826268196106 636.0596313476562 624.211181640625 None None None +5 1982 0.28341352939605713 636.0245361328125 624.1779174804688 None None None +5 1983 0.28345033526420593 636.013671875 624.1654663085938 None None None +5 1984 0.28343066573143005 636.0328979492188 624.185546875 None None None +5 1985 0.2834295630455017 636.0411987304688 624.1939086914062 None None None +5 1986 0.2833916246891022 636.0270385742188 624.181396484375 None None None +5 1987 0.2833475172519684 635.9974365234375 624.1536254882812 None None None +5 1988 0.2833019196987152 635.9730834960938 624.1312255859375 None None None +5 1989 0.28336623311042786 636.0114135742188 624.1669311523438 None None None +5 1990 0.2833234369754791 635.9625244140625 624.1197509765625 None None None +5 1991 0.283324271440506 635.9558715820312 624.1130981445312 None None None +5 1992 0.2832818031311035 635.9334106445312 624.0924072265625 None None None +5 1993 0.2832273244857788 635.9398803710938 624.1011352539062 None None None +5 1994 0.28323259949684143 635.9356689453125 624.0966796875 None None None +5 1995 0.28327155113220215 635.9533081054688 624.1127319335938 None None None +5 1996 0.2832290530204773 635.924560546875 624.085693359375 None None None +5 1997 0.2832019329071045 635.8997192382812 624.06201171875 None None None +5 1998 0.2832008898258209 635.8941650390625 624.0565185546875 None None None +5 1999 0.28325504064559937 635.9115600585938 624.0716552734375 None None None +5 2000 0.28325867652893066 635.9115600585938 624.071533203125 None None None +5 2001 0.28322866559028625 635.9099731445312 624.0711059570312 None None None +5 2002 0.2833074927330017 635.9534912109375 624.1113891601562 None None None +5 2003 0.28339141607284546 635.9513549804688 624.1057739257812 None None None +5 2004 0.28336259722709656 635.9716796875 624.1272583007812 None None None +5 2005 0.2833239436149597 635.9576416015625 624.1148071289062 None None None +5 2006 0.2832717299461365 635.9988403320312 624.1581420898438 None None None +5 2007 0.2832180857658386 636.0051879882812 624.166748046875 None None None +5 2008 0.2832358479499817 635.9977416992188 624.1585693359375 None None None +5 2009 0.2831861972808838 635.9915161132812 624.1544189453125 None None None +5 2010 0.2834335267543793 636.0027465820312 624.1552734375 None None None +5 2011 0.2834087312221527 635.9964599609375 624.1500854492188 None None None +5 2012 0.28351038694381714 636.0069580078125 624.15625 None None None +5 2013 0.2835005521774292 636.0091552734375 624.1588745117188 None None None +5 2014 0.28348007798194885 636.0322875976562 624.182861328125 None None None +5 2015 0.28343328833580017 636.0180053710938 624.1705322265625 None None None +5 2016 0.28339889645576477 635.9869995117188 624.1409301757812 None None None +5 2017 0.2834049463272095 636.0047607421875 624.1585083007812 None None None +5 2018 0.283382385969162 636.0264282226562 624.18115234375 None None None +5 2019 0.2833597958087921 636.0425415039062 624.1981811523438 None None None +5 2020 0.2833649218082428 636.0472412109375 624.20263671875 None None None +5 2021 0.28361526131629944 636.039794921875 624.1847534179688 None None None +5 2022 0.28356584906578064 636.0066528320312 624.1536254882812 None None None +5 2023 0.28356361389160156 635.9999389648438 624.14697265625 None None None +5 2024 0.28359195590019226 635.9962158203125 624.14208984375 None None None +5 2025 0.2835814356803894 636.0155639648438 624.161865234375 None None None +5 2026 0.28357046842575073 636.0308227539062 624.1776123046875 None None None +5 2027 0.283534437417984 636.027099609375 624.1754150390625 None None None +5 2028 0.2835574448108673 636.0021362304688 624.1494750976562 None None None +5 2029 0.2835440933704376 636.0069580078125 624.1548461914062 None None None +5 2030 0.28353777527809143 635.9628295898438 624.1109008789062 None None None +5 2031 0.2835090458393097 635.9840087890625 624.13330078125 None None None +5 2032 0.2835191786289215 635.96875 624.1176147460938 None None None +5 2033 0.2836867868900299 635.960205078125 624.1021118164062 None None None +5 2034 0.2837076187133789 635.9444580078125 624.08544921875 None None None +5 2035 0.28371334075927734 635.9732666015625 624.114013671875 None None None +5 2036 0.2838466167449951 635.9967041015625 624.1318359375 None None None +5 2037 0.28393158316612244 635.9695434570312 624.1011352539062 None None None +5 2038 0.28390586376190186 635.9624633789062 624.0950927734375 None None None +5 2039 0.2838641405105591 635.9740600585938 624.1084594726562 None None None +5 2040 0.28391033411026 635.9688720703125 624.1013793945312 None None None +5 2041 0.28391221165657043 635.9633178710938 624.0957641601562 None None None +5 2042 0.2838534712791443 635.9830322265625 624.1179809570312 None None None +5 2043 0.283858984708786 635.9624633789062 624.0971069335938 None None None +5 2044 0.28388702869415283 635.9414672851562 624.0750122070312 None None None +5 2045 0.2838367819786072 635.9308471679688 624.0664672851562 None None None +5 2046 0.2838042378425598 635.9487915039062 624.0858154296875 None None None +5 2047 0.28379327058792114 635.9779663085938 624.1153564453125 None None None +5 2048 0.2837977707386017 635.9714965820312 624.1087036132812 None None None +5 2049 0.28383809328079224 635.98828125 624.1238403320312 None None None +5 2050 0.28376856446266174 635.992431640625 624.1309204101562 None None None +5 2051 0.2838021218776703 635.9774169921875 624.114501953125 None None None +5 2052 0.2837803363800049 635.9552001953125 624.0932006835938 None None None +5 2053 0.2837170958518982 635.9575805664062 624.0982055664062 None None None +5 2054 0.28374841809272766 635.962158203125 624.1015014648438 None None None +5 2055 0.28369420766830444 635.9722900390625 624.1138916015625 None None None +5 2056 0.2837055027484894 635.9852294921875 624.1264038085938 None None None +5 2057 0.28372299671173096 635.9879150390625 624.1283569335938 None None None +5 2058 0.2837010324001312 635.9733276367188 624.1146850585938 None None None +5 2059 0.28379201889038086 635.9767456054688 624.1142578125 None None None +5 2060 0.28376713395118713 635.9625854492188 624.1011962890625 None None None +5 2061 0.2837604582309723 635.9568481445312 624.095703125 None None None +5 2062 0.2837328612804413 635.9754638671875 624.115478515625 None None None +5 2063 0.28369107842445374 635.9637451171875 624.10546875 None None None +5 2064 0.2836840748786926 635.9480590820312 624.090087890625 None None None +5 2065 0.2836621403694153 635.9468383789062 624.0897827148438 None None None +5 2066 0.2836185395717621 635.9392700195312 624.0840454101562 None None None +5 2067 0.28356143832206726 635.9489135742188 624.0960693359375 None None None +5 2068 0.2835366129875183 635.9719848632812 624.1201171875 None None None +5 2069 0.28354355692863464 635.9649658203125 624.1128540039062 None None None +5 2070 0.2835026979446411 635.9812622070312 624.1309204101562 None None None +5 2071 0.2835007309913635 635.9878540039062 624.1376342773438 None None None +5 2072 0.283486545085907 635.9812622070312 624.131591796875 None None None +5 2073 0.2835387885570526 635.962158203125 624.1102905273438 None None None +5 2074 0.2835388481616974 635.98291015625 624.131103515625 None None None +5 2075 0.28352928161621094 635.9796142578125 624.1282348632812 None None None +5 2076 0.2834920585155487 635.9688720703125 624.1190795898438 None None None +5 2077 0.2835107743740082 635.954833984375 624.1041870117188 None None None +5 2078 0.2834891974925995 635.9677734375 624.1180419921875 None None None +5 2079 0.28345397114753723 635.9854736328125 624.13720703125 None None None +5 2080 0.28348150849342346 635.967529296875 624.1181640625 None None None +5 2081 0.2834725081920624 635.9681396484375 624.1190795898438 None None None +5 2082 0.2834596633911133 635.9365844726562 624.088134765625 None None None +5 2083 0.2834433913230896 635.967041015625 624.1193237304688 None None None +5 2084 0.28341859579086304 635.9267578125 624.0801391601562 None None None +5 2085 0.2833750545978546 635.919189453125 624.0743408203125 None None None +5 2086 0.2833290994167328 635.922119140625 624.0791625976562 None None None +5 2087 0.28331565856933594 635.9075927734375 624.065185546875 None None None +5 2088 0.28324878215789795 635.8685913085938 624.0289916992188 None None None +5 2089 0.2832522988319397 635.847900390625 624.008056640625 None None None +5 2090 0.2832377552986145 635.84765625 624.0084838867188 None None None +5 2091 0.2832249402999878 635.8345336914062 623.9959106445312 None None None +5 2092 0.2831938862800598 635.8699340820312 624.0326538085938 None None None +5 2093 0.28319528698921204 635.8936157226562 624.0562133789062 None None None +5 2094 0.28322142362594604 635.9202880859375 624.0818481445312 None None None +5 2095 0.283193975687027 635.9176025390625 624.080322265625 None None None +5 2096 0.28331682085990906 635.8789672851562 624.0365600585938 None None None +5 2097 0.28329479694366455 635.9148559570312 624.0733032226562 None None None +5 2098 0.28323352336883545 635.92919921875 624.0902099609375 None None None +5 2099 0.28319820761680603 635.923095703125 624.0856323242188 None None None +5 2100 0.28314870595932007 635.9070434570312 624.0716552734375 None None None +5 2101 0.2831249535083771 635.903564453125 624.0691528320312 None None None +5 2102 0.2830955386161804 635.8992919921875 624.0661010742188 None None None +5 2103 0.28307339549064636 635.91259765625 624.080322265625 None None None +5 2104 0.28302738070487976 635.8807983398438 624.0504760742188 None None None +5 2105 0.2829756438732147 635.8804321289062 624.05224609375 None None None +5 2106 0.28303319215774536 635.8716430664062 624.0410766601562 None None None +5 2107 0.2829931974411011 635.8543090820312 624.025390625 None None None +5 2108 0.28301122784614563 635.862548828125 624.0328369140625 None None None +5 2109 0.28302180767059326 635.8394165039062 624.00927734375 None None None +5 2110 0.2829999625682831 635.8294067382812 624.000244140625 None None None +5 2111 0.28297480940818787 635.8104858398438 623.9823608398438 None None None +5 2112 0.28298816084861755 635.8041381835938 623.9754638671875 None None None +5 2113 0.2829408645629883 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0.2634370028972626 627.9148559570312 616.9035034179688 None None None +7 1884 0.26344746351242065 627.9066772460938 616.8948974609375 None None None +7 1885 0.26342737674713135 627.885009765625 616.8740234375 None None None +7 1886 0.26344597339630127 627.901611328125 616.889892578125 None None None +7 1887 0.26341021060943604 627.8660278320312 616.8558349609375 None None None +7 1888 0.26341310143470764 627.8653564453125 616.8551635742188 None None None +7 1889 0.26337730884552 627.86181640625 616.8530883789062 None None None +7 1890 0.2633623480796814 627.841064453125 616.8330078125 None None None +7 1891 0.26333239674568176 627.8301391601562 616.8233642578125 None None None +7 1892 0.26329174637794495 627.8203735351562 616.8153076171875 None None None +7 1893 0.2632758617401123 627.8411254882812 616.8367309570312 None None None +7 1894 0.2632288932800293 627.8604125976562 616.8579711914062 None None None +7 1895 0.26317957043647766 627.869873046875 616.8695068359375 None None None 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None +7 1909 0.26306891441345215 627.8338623046875 616.838134765625 None None None +7 1910 0.26305991411209106 627.8223266601562 616.8269653320312 None None None +7 1911 0.26308244466781616 627.8429565429688 616.8466796875 None None None +7 1912 0.2630215883255005 627.8240966796875 616.8304443359375 None None None +7 1913 0.2630552649497986 627.8515625 616.8564453125 None None None +7 1914 0.263175904750824 627.8676147460938 616.8673706054688 None None None +7 1915 0.2631586790084839 627.8413696289062 616.8418579101562 None None None +7 1916 0.2631053924560547 627.8623046875 616.864990234375 None None None +7 1917 0.26311424374580383 627.878173828125 616.8804931640625 None None None +7 1918 0.2632019519805908 627.8670654296875 616.86572265625 None None None +7 1919 0.2631692588329315 627.8433227539062 616.8433227539062 None None None +7 1920 0.2631508409976959 627.85302734375 616.853759765625 None None None +7 1921 0.2632234990596771 627.8613891601562 616.8590698242188 None None None 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None None +7 1935 0.26323023438453674 627.9384765625 616.9358520507812 None None None +7 1936 0.26321491599082947 627.9336547851562 616.931640625 None None None +7 1937 0.26319748163223267 627.95458984375 616.9533081054688 None None None +7 1938 0.2631920576095581 627.9524536132812 616.951416015625 None None None +7 1939 0.26318755745887756 627.9508666992188 616.949951171875 None None None +7 1940 0.26317083835601807 627.9463500976562 616.9461059570312 None None None +7 1941 0.26313820481300354 627.961669921875 616.9628295898438 None None None +7 1942 0.2631566524505615 627.9454956054688 616.9458618164062 None None None +7 1943 0.2631635367870331 627.9337158203125 616.9337158203125 None None None +7 1944 0.26315614581108093 627.9069213867188 616.9072875976562 None None None +7 1945 0.2631470561027527 627.9016723632812 616.9024047851562 None None None +7 1946 0.26315438747406006 627.9150390625 616.9154663085938 None None None +7 1947 0.26323071122169495 627.8911743164062 616.8883666992188 None None None +7 1948 0.2631986141204834 627.8583374023438 616.8568115234375 None None None +7 1949 0.2631543278694153 627.8370361328125 616.8373413085938 None None None +7 1950 0.26318058371543884 627.8787841796875 616.8779907226562 None None None +7 1951 0.2631772756576538 627.8731079101562 616.8724975585938 None None None +7 1952 0.2631458342075348 627.8445434570312 616.8452758789062 None None None +7 1953 0.2631203830242157 627.8507080078125 616.8524780273438 None None None +7 1954 0.26313042640686035 627.839599609375 616.8408813476562 None None None +7 1955 0.2632153034210205 627.826904296875 616.82470703125 None None None +7 1956 0.26317280530929565 627.7963256835938 616.7958374023438 None None None +7 1957 0.2631382346153259 627.7906494140625 616.79150390625 None None None +7 1958 0.26312774419784546 627.807861328125 616.8092041015625 None None None +7 1959 0.2631279528141022 627.826416015625 616.8277587890625 None None None +7 1960 0.263108491897583 627.8473510742188 616.8494873046875 None None None +7 1961 0.26325473189353943 627.8412475585938 616.8372802734375 None None None +7 1962 0.2633872628211975 627.8588256835938 616.8492431640625 None None None +7 1963 0.2633526921272278 627.8507080078125 616.8426513671875 None None None +7 1964 0.26331430673599243 627.80615234375 616.7996826171875 None None None +7 1965 0.2633088529109955 627.8298950195312 616.8236694335938 None None None +7 1966 0.2633386254310608 627.829833984375 616.8224487304688 None None None +7 1967 0.26334571838378906 627.8446655273438 616.8369140625 None None None +7 1968 0.26330918073654175 627.822998046875 616.8167724609375 None None None +7 1969 0.2633095383644104 627.821044921875 616.8148193359375 None None None +7 1970 0.26337242126464844 627.7835693359375 616.7747802734375 None None None +7 1971 0.2634465992450714 627.7899780273438 616.778076171875 None None None +7 1972 0.26340004801750183 627.7672119140625 616.7572021484375 None None None +7 1973 0.26339519023895264 627.7471313476562 616.7373657226562 None None None +7 1974 0.2633885443210602 627.7567749023438 616.7472534179688 None None None +7 1975 0.26363301277160645 627.7993774414062 616.7796020507812 None None None +7 1976 0.2637979984283447 627.7760009765625 616.7493286132812 None None None +7 1977 0.263879656791687 627.771240234375 616.7411499023438 None None None +7 1978 0.26383721828460693 627.7630615234375 616.7348022460938 None None None +7 1979 0.2638089060783386 627.7711181640625 616.7440185546875 None None None +7 1980 0.2637772262096405 627.778076171875 616.7523193359375 None None None +7 1981 0.26378053426742554 627.7874755859375 616.7615356445312 None None None +7 1982 0.2637909948825836 627.8381958007812 616.8118286132812 None None None +7 1983 0.2637660503387451 627.866943359375 616.8416748046875 None None None +7 1984 0.26373183727264404 627.85302734375 616.8291625976562 None None None +7 1985 0.26369208097457886 627.8697509765625 616.8474731445312 None None None +7 1986 0.26369166374206543 627.8637084960938 616.8414306640625 None None None +7 1987 0.2636520266532898 627.8401489257812 616.8195190429688 None None None +7 1988 0.26366370916366577 627.8326416015625 616.8115844726562 None None None +7 1989 0.2637241780757904 627.8279418945312 616.8042602539062 None None None +7 1990 0.2637260854244232 627.85888671875 616.8351440429688 None None None +7 1991 0.26368480920791626 627.8693237304688 616.8472900390625 None None None +7 1992 0.26368293166160583 627.8440551757812 616.8220825195312 None None None +7 1993 0.26366540789604187 627.8308715820312 616.8096923828125 None None None +7 1994 0.26364025473594666 627.8191528320312 616.7990112304688 None None None +7 1995 0.2636492848396301 627.8516845703125 616.8311767578125 None None None +7 1996 0.26362693309783936 627.870849609375 616.8512573242188 None None None +7 1997 0.2636134922504425 627.929443359375 616.910400390625 None None None +7 1998 0.26358598470687866 627.9513549804688 616.9334716796875 None None None +7 1999 0.26358404755592346 627.97216796875 616.9544067382812 None None None +7 2000 0.2635831832885742 627.974609375 616.9568481445312 None None None +7 2001 0.2635703682899475 627.9386596679688 616.92138671875 None None None +7 2002 0.2635783851146698 627.9395141601562 616.9219360351562 None None None +7 2003 0.26351428031921387 627.891845703125 616.876953125 None None None +7 2004 0.2635067105293274 627.9086303710938 616.89404296875 None None None +7 2005 0.26350778341293335 627.9151611328125 616.900634765625 None None None +7 2006 0.2634992301464081 627.8973388671875 616.8831787109375 None None None +7 2007 0.2634997069835663 627.8754272460938 616.8612060546875 None None None +7 2008 0.26361048221588135 627.8339233398438 616.8150634765625 None None None +7 2009 0.26358070969581604 627.8191528320312 616.8015747070312 None None None +7 2010 0.2635505795478821 627.8193359375 616.802978515625 None None None +7 2011 0.26350659132003784 627.8001098632812 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1854 0.251900851726532 624.0972290039062 613.5680541992188 None None None +8 1855 0.25186243653297424 624.1261596679688 613.5985717773438 None None None +8 1856 0.2519736588001251 624.1043701171875 613.5720825195312 None None None +8 1857 0.25195738673210144 624.0899658203125 613.5584106445312 None None None +8 1858 0.25193801522254944 624.0768432617188 613.546142578125 None None None +8 1859 0.251936137676239 624.0343017578125 613.5036010742188 None None None +8 1860 0.25190064311027527 624.0614013671875 613.5322265625 None None None +8 1861 0.25185567140579224 624.07666015625 613.54931640625 None None None +8 1862 0.251854807138443 624.0984497070312 613.5711669921875 None None None +8 1863 0.25201910734176636 624.0987548828125 613.5646362304688 None None None +8 1864 0.25196999311447144 624.0786743164062 613.546630859375 None None None +8 1865 0.2519204318523407 624.0880126953125 613.55810546875 None None None +8 1866 0.2519235908985138 624.0780639648438 613.5480346679688 None None None +8 1867 0.2518991231918335 624.077880859375 613.548828125 None None None +8 1868 0.2518320083618164 624.0801391601562 613.5538940429688 None None None +8 1869 0.25193607807159424 624.0703735351562 613.5398559570312 None None None +8 1870 0.25188446044921875 624.0579223632812 613.529541015625 None None None +8 1871 0.25188398361206055 624.0457763671875 613.517333984375 None None None +8 1872 0.25191256403923035 624.05615234375 613.5265502929688 None None None +8 1873 0.25188061594963074 624.0366821289062 613.5084838867188 None None None +8 1874 0.25184381008148193 624.04638671875 613.5197143554688 None None None +8 1875 0.25182121992111206 624.05126953125 613.5255126953125 None None None +8 1876 0.25178155303001404 624.0301513671875 613.5060424804688 None None None +8 1877 0.2517552077770233 624.0335083007812 613.510498046875 None None None +8 1878 0.25170382857322693 623.9942016601562 613.473388671875 None None None +8 1879 0.2517278790473938 623.9881591796875 613.4663696289062 None None None +8 1880 0.2518158257007599 623.9597778320312 613.4342651367188 None None None +8 1881 0.2518356144428253 623.9573974609375 613.4310302734375 None None None +8 1882 0.2518315017223358 623.9950561523438 613.4689331054688 None None None +8 1883 0.2518327534198761 623.9986572265625 613.4724731445312 None None None +8 1884 0.25182363390922546 623.999755859375 613.4739379882812 None None None +8 1885 0.2518084645271301 624.0255737304688 613.5004272460938 None None None +8 1886 0.251769483089447 624.0454711914062 613.52197265625 None None None +8 1887 0.2520219683647156 624.0386962890625 613.504638671875 None None None +8 1888 0.25201210379600525 624.0394287109375 613.5057983398438 None None None +8 1889 0.25205036997795105 624.039306640625 613.5040893554688 None None None +8 1890 0.25207197666168213 624.0848388671875 613.5487060546875 None None None +8 1891 0.25206536054611206 624.0774536132812 613.5415649414062 None None None +8 1892 0.2521362602710724 624.0557861328125 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624.0130615234375 613.4752197265625 None None None +8 1906 0.2520955204963684 623.99609375 613.4590454101562 None None None +8 1907 0.25205767154693604 623.9727172851562 613.437255859375 None None None +8 1908 0.2520081400871277 623.950439453125 613.4169921875 None None None +8 1909 0.25195878744125366 623.9391479492188 613.4077758789062 None None None +8 1910 0.25214213132858276 623.9364013671875 613.3973999023438 None None None +8 1911 0.2521045506000519 623.9267578125 613.3893432617188 None None None +8 1912 0.25215449929237366 623.9323120117188 613.392822265625 None None None +8 1913 0.25222980976104736 623.9249267578125 613.3822631835938 None None None +8 1914 0.25222012400627136 623.9421997070312 613.3999633789062 None None None +8 1915 0.25220102071762085 623.9091186523438 613.36767578125 None None None +8 1916 0.252153217792511 623.9188232421875 613.3793334960938 None None None +8 1917 0.25220155715942383 623.939697265625 613.3982543945312 None None None +8 1918 0.2521645724773407 623.9573364257812 613.4174194335938 None None None +8 1919 0.2523265779018402 623.9915161132812 613.4448852539062 None None None +8 1920 0.2524169683456421 623.9946899414062 613.4442138671875 None None None +8 1921 0.2523960769176483 623.9754638671875 613.4259033203125 None None None +8 1922 0.25236091017723083 623.943359375 613.395263671875 None None None +8 1923 0.25235649943351746 623.9205932617188 613.3726196289062 None None None +8 1924 0.2524521052837372 623.9322509765625 613.3803100585938 None None None +8 1925 0.25242161750793457 623.9442138671875 613.3935546875 None None None +8 1926 0.2524092495441437 623.9334106445312 613.3831787109375 None None None +8 1927 0.2523725926876068 623.9364013671875 613.3876953125 None None None +8 1928 0.2523513436317444 623.8997802734375 613.3519287109375 None None None +8 1929 0.25235074758529663 623.9142456054688 613.3663940429688 None None None +8 1930 0.2523215115070343 623.9038696289062 613.3572387695312 None None None 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None +8 1944 0.2522526979446411 624.0053100585938 613.46142578125 None None None +8 1945 0.25222548842430115 623.9915771484375 613.4488525390625 None None None +8 1946 0.2522062063217163 624.0235595703125 613.4816284179688 None None None +8 1947 0.2521386742591858 623.9784545898438 613.4393310546875 None None None +8 1948 0.25212544202804565 623.9852905273438 613.44677734375 None None None +8 1949 0.25215041637420654 623.9807739257812 613.441162109375 None None None +8 1950 0.2521265745162964 623.9585571289062 613.4198608398438 None None None +8 1951 0.25206848978996277 623.9647827148438 613.4285888671875 None None None +8 1952 0.25202471017837524 623.96728515625 613.4329833984375 None None None +8 1953 0.25199106335639954 623.9882202148438 613.4552612304688 None None None +8 1954 0.25196579098701477 623.9653930664062 613.4335327148438 None None None +8 1955 0.25192221999168396 623.9728393554688 613.4428100585938 None None None +8 1956 0.2518933117389679 623.9518432617188 613.4230346679688 None None None +8 1957 0.2518883943557739 623.9563598632812 613.4277954101562 None None None +8 1958 0.2518608272075653 623.9977416992188 613.4703369140625 None None None +8 1959 0.25184452533721924 624.012939453125 613.4861450195312 None None None +8 1960 0.2518402636051178 624.0524291992188 613.5258178710938 None None None +8 1961 0.25183290243148804 624.030029296875 613.503662109375 None None None +8 1962 0.2518012523651123 624.0244140625 613.4993896484375 None None None +8 1963 0.2517637312412262 624.0377197265625 613.514404296875 None None None +8 1964 0.2517179548740387 624.0136108398438 613.4921875 None None None +8 1965 0.25174209475517273 624.0331420898438 613.5106811523438 None None None +8 1966 0.25176820158958435 624.0358276367188 613.5123291015625 None None None +8 1967 0.2517464756965637 624.0355834960938 613.512939453125 None None None +8 1968 0.25170496106147766 624.0513305664062 613.5303955078125 None None None +8 1969 0.2517329454421997 624.0491333007812 613.527099609375 None None None +8 1970 0.2517078220844269 624.05810546875 613.5371704101562 None None None +8 1971 0.2517150044441223 624.0985717773438 613.5773315429688 None None None +8 1972 0.25170186161994934 624.1377563476562 613.6170043945312 None None None +8 1973 0.2516675591468811 624.1268920898438 613.6075439453125 None None None +8 1974 0.2516230642795563 624.1602783203125 613.642822265625 None None None +8 1975 0.25157755613327026 624.1395874023438 613.6240234375 None None None +8 1976 0.25163865089416504 624.1384887695312 613.620361328125 None None None +8 1977 0.25161296129226685 624.1298217773438 613.6127319335938 None None None +8 1978 0.25161081552505493 624.144775390625 613.6278686523438 None None None +8 1979 0.25160402059555054 624.1478271484375 613.6311645507812 None None None +8 1980 0.2516019344329834 624.1683959960938 613.6517944335938 None None None +8 1981 0.2515394389629364 624.1192626953125 613.6052856445312 None None None +8 1982 0.25156936049461365 624.143798828125 613.6285400390625 None None None +8 1983 0.25159958004951477 624.1498413085938 613.6333618164062 None None None +8 1984 0.2515631914138794 624.140625 613.6256713867188 None None None +8 1985 0.251546174287796 624.1345825195312 613.6203002929688 None None None +8 1986 0.2515852451324463 624.1510009765625 613.6350708007812 None None None +8 1987 0.25157487392425537 624.18115234375 613.6656494140625 None None None +8 1988 0.25154224038124084 624.1942749023438 613.6801147460938 None None None +8 1989 0.2515593469142914 624.1885375976562 613.6736450195312 None None None +8 1990 0.25150349736213684 624.1613159179688 613.6487426757812 None None None +8 1991 0.2514788508415222 624.1846923828125 613.6731567382812 None None None +8 1992 0.25144675374031067 624.1766357421875 613.6664428710938 None None None +8 1993 0.25143152475357056 624.17333984375 613.6637573242188 None None None +8 1994 0.25144341588020325 624.1442260742188 613.6340942382812 None None None 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None None None +8 2008 0.2513711750507355 624.0985107421875 613.5916137695312 None None None +8 2009 0.2513357996940613 624.0850830078125 613.5796508789062 None None None +8 2010 0.25134676694869995 624.0736083984375 613.5676879882812 None None None +8 2011 0.251355916261673 624.072021484375 613.5657348632812 None None None +8 2012 0.25141704082489014 624.0811157226562 613.572265625 None None None +8 2013 0.2513761818408966 624.07080078125 613.563720703125 None None None +8 2014 0.2513996958732605 624.0931396484375 613.5850830078125 None None None +8 2015 0.2515491843223572 624.096923828125 613.5825805664062 None None None +8 2016 0.251542329788208 624.1548461914062 613.6408081054688 None None None +8 2017 0.2515420913696289 624.1404418945312 613.62646484375 None None None +8 2018 0.25161564350128174 624.2053833007812 613.6882934570312 None None None +8 2019 0.2515667676925659 624.2021484375 613.6870727539062 None None None +8 2020 0.251530259847641 624.1819458007812 613.6683959960938 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621.7381591796875 611.5025024414062 None None None +9 1885 0.24487754702568054 621.7238159179688 611.4884033203125 None None None +9 1886 0.24486902356147766 621.7011108398438 611.4660034179688 None None None +9 1887 0.24487075209617615 621.6921997070312 611.45703125 None None None +9 1888 0.24487701058387756 621.7020263671875 611.466552734375 None None None +9 1889 0.24485744535923004 621.688720703125 611.4541015625 None None None +9 1890 0.24488423764705658 621.6703491210938 611.4346313476562 None None None +9 1891 0.24485109746456146 621.6597900390625 611.4254760742188 None None None +9 1892 0.24483683705329895 621.6749267578125 611.441162109375 None None None +9 1893 0.24483631551265717 621.6484985351562 611.414794921875 None None None +9 1894 0.24481843411922455 621.6290283203125 611.3960571289062 None None None +9 1895 0.24477599561214447 621.6177368164062 611.3865356445312 None None None +9 1896 0.24477019906044006 621.5888671875 611.35791015625 None None None +9 1897 0.24479995667934418 621.6329956054688 611.4008178710938 None None None +9 1898 0.24475207924842834 621.63916015625 611.408935546875 None None None +9 1899 0.2447308599948883 621.672119140625 611.4427490234375 None None None +9 1900 0.24468927085399628 621.6719360351562 611.4443969726562 None None None +9 1901 0.24464024603366852 621.6995239257812 611.4740600585938 None None None +9 1902 0.24458210170269012 621.6611938476562 611.4381103515625 None None None +9 1903 0.24457313120365143 621.6585693359375 611.4358520507812 None None None +9 1904 0.24454830586910248 621.6480712890625 611.4264526367188 None None None +9 1905 0.24449314177036285 621.6332397460938 611.4138793945312 None None None +9 1906 0.24441780149936676 621.6630859375 611.4468994140625 None None None +9 1907 0.24439026415348053 621.6151123046875 611.4000854492188 None None None +9 1908 0.2443709522485733 621.624267578125 611.4100952148438 None None None +9 1909 0.24432611465454102 621.6033935546875 611.39111328125 None 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611.4652709960938 None None None +9 1923 0.24451790750026703 621.6632080078125 611.4429321289062 None None None +9 1924 0.24453748762607574 621.6776123046875 611.4564819335938 None None None +9 1925 0.24453169107437134 621.7142944335938 611.4934692382812 None None None +9 1926 0.2444877326488495 621.7118530273438 611.4928588867188 None None None +9 1927 0.24447013437747955 621.72705078125 611.5087890625 None None None +9 1928 0.24444212019443512 621.6949462890625 611.4779052734375 None None None +9 1929 0.24440042674541473 621.71630859375 611.5010986328125 None None None +9 1930 0.2443537712097168 621.6942138671875 611.48095703125 None None None +9 1931 0.24433384835720062 621.7109985351562 611.4985961914062 None None None +9 1932 0.24430978298187256 621.7023315429688 611.4909057617188 None None None +9 1933 0.24429799616336823 621.7568969726562 611.5459594726562 None None None +9 1934 0.24425828456878662 621.7492065429688 611.5399169921875 None None None +9 1935 0.24423526227474213 621.74755859375 611.5392456054688 None None None +9 1936 0.2441723495721817 621.7207641601562 611.5150756835938 None None None +9 1937 0.24414411187171936 621.7117309570312 611.5072631835938 None None None +9 1938 0.24415327608585358 621.7235107421875 611.5186157226562 None None None +9 1939 0.2441084235906601 621.7138671875 611.5108032226562 None None None +9 1940 0.24411289393901825 621.7073974609375 611.504150390625 None None None +9 1941 0.24410484731197357 621.6923828125 611.4894409179688 None None None +9 1942 0.24408559501171112 621.6809692382812 611.4788208007812 None None None +9 1943 0.24410398304462433 621.6871337890625 611.4841918945312 None None None +9 1944 0.24412913620471954 621.7205810546875 611.5166015625 None None None +9 1945 0.2441091537475586 621.7294921875 611.5263061523438 None None None +9 1946 0.24406234920024872 621.7118530273438 611.5106201171875 None None None +9 1947 0.24406711757183075 621.67578125 611.4743041992188 None None None +9 1948 0.2440447062253952 621.6179809570312 611.4175415039062 None None None +9 1949 0.24402648210525513 621.62744140625 611.427734375 None None None +9 1950 0.24399489164352417 621.62939453125 611.4310913085938 None None None +9 1951 0.24399453401565552 621.624267578125 611.4259643554688 None None None +9 1952 0.24408726394176483 621.6201782226562 611.4180297851562 None None None +9 1953 0.2440548539161682 621.5992431640625 611.3984375 None None None +9 1954 0.24402520060539246 621.589599609375 611.3899536132812 None None None +9 1955 0.24404692649841309 621.5949096679688 611.3943481445312 None None None +9 1956 0.24415597319602966 621.564208984375 611.3590698242188 None None None +9 1957 0.24423938989639282 621.5953369140625 611.38671875 None None None +9 1958 0.24427878856658936 621.5836791992188 611.3734130859375 None None None +9 1959 0.24426709115505219 621.5992431640625 611.3894653320312 None None None +9 1960 0.24428193271160126 621.6058959960938 611.3954467773438 None None None +9 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None None None +9 1974 0.24416004121303558 621.62255859375 611.4171142578125 None None None +9 1975 0.24411214888095856 621.6356811523438 611.4322509765625 None None None +9 1976 0.24408210813999176 621.6420288085938 611.4398193359375 None None None +9 1977 0.24409477412700653 621.6325073242188 611.4298095703125 None None None +9 1978 0.24403579533100128 621.6064453125 611.4061279296875 None None None +9 1979 0.2440224587917328 621.6082153320312 611.408447265625 None None None +9 1980 0.24401794373989105 621.6137084960938 611.4141235351562 None None None +9 1981 0.24400845170021057 621.6095581054688 611.410400390625 None None None +9 1982 0.2440110146999359 621.627197265625 611.427978515625 None None None +9 1983 0.24396352469921112 621.6293334960938 611.4320678710938 None None None +9 1984 0.24396297335624695 621.5887451171875 611.3914794921875 None None None +9 1985 0.24400995671749115 621.5927124023438 611.3934936523438 None None None +9 1986 0.244003027677536 621.5891723632812 611.3901977539062 None None None +9 1987 0.24398931860923767 621.59765625 611.3992919921875 None None None +9 1988 0.24393713474273682 621.6056518554688 611.409423828125 None None None +9 1989 0.24399718642234802 621.6209716796875 611.4223022460938 None None None +9 1990 0.2439509481191635 621.6221313476562 611.4253540039062 None None None +9 1991 0.24394136667251587 621.6429443359375 611.4465942382812 None None None +9 1992 0.2439110279083252 621.6348266601562 611.4398193359375 None None None +9 1993 0.24388892948627472 621.6395874023438 611.4454345703125 None None None +9 1994 0.24384424090385437 621.6184692382812 611.4262084960938 None None None +9 1995 0.2437819242477417 621.5765991210938 611.3869018554688 None None None +9 1996 0.2438082993030548 621.5859985351562 611.3952026367188 None None None +9 1997 0.2438005656003952 621.5802001953125 611.3897094726562 None None None +9 1998 0.24378742277622223 621.5850219726562 611.3950805664062 None None None +9 1999 0.24377267062664032 621.5802612304688 611.390869140625 None None None +9 2000 0.24376985430717468 621.5584716796875 611.3692016601562 None None None +9 2001 0.24374999105930328 621.5474853515625 611.3590087890625 None None None +9 2002 0.24370959401130676 621.5303344726562 611.343505859375 None None None +9 2003 0.24369625747203827 621.5305786132812 611.3442993164062 None None None +9 2004 0.24367231130599976 621.517578125 611.3323364257812 None None None +9 2005 0.24368812143802643 621.51806640625 611.3321533203125 None None None +9 2006 0.2436303049325943 621.5381469726562 611.3545532226562 None None None +9 2007 0.24360543489456177 621.5419311523438 611.3594360351562 None None None +9 2008 0.24358642101287842 621.5471801757812 611.3654174804688 None None None +9 2009 0.2435545027256012 621.550537109375 611.3701782226562 None None None +9 2010 0.243781179189682 621.5479125976562 611.3580322265625 None None None +9 2011 0.2437804788351059 621.5543823242188 611.364501953125 None None None +9 2012 0.24375444650650024 621.554443359375 611.3656616210938 None None None +9 2013 0.2437162846326828 621.543701171875 611.3565063476562 None None None +9 2014 0.24370883405208588 621.5446166992188 611.357666015625 None None None +9 2015 0.24368105828762054 621.56982421875 611.384033203125 None None None +9 2016 0.24389873445034027 621.5897827148438 611.3949584960938 None None None +9 2017 0.24392659962177277 621.5789184570312 611.3829345703125 None None None +9 2018 0.2439204305410385 621.57763671875 611.3819580078125 None None None +9 2019 0.24401378631591797 621.5819091796875 611.38232421875 None None None +9 2020 0.24397414922714233 621.54833984375 611.3504028320312 None None None +9 2021 0.24405761063098907 621.5476684570312 611.34619140625 None None None +9 2022 0.2441597282886505 621.547607421875 611.341796875 None None None +9 2023 0.2441100925207138 621.5202026367188 611.3165283203125 None None None +9 2024 0.24409370124340057 621.5123291015625 611.309326171875 None None None +9 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None None None +10 1875 0.2327159345149994 620.51171875 610.7842407226562 None None None +10 1876 0.23268815875053406 620.5198974609375 610.7936401367188 None None None +10 1877 0.23266781866550446 620.50439453125 610.7789306640625 None None None +10 1878 0.2326442003250122 620.48779296875 610.7633666992188 None None None +10 1879 0.232638418674469 620.4873657226562 610.7631225585938 None None None +10 1880 0.23262040317058563 620.4921264648438 610.7686157226562 None None None +10 1881 0.23264023661613464 620.4962768554688 610.7719116210938 None None None +10 1882 0.23258592188358307 620.4733276367188 610.7513427734375 None None None +10 1883 0.2325579822063446 620.4545288085938 610.733642578125 None None None +10 1884 0.2325446456670761 620.4390258789062 610.7186889648438 None None None +10 1885 0.23253536224365234 620.383056640625 610.6631469726562 None None None +10 1886 0.23250162601470947 620.38720703125 610.6687622070312 None None None +10 1887 0.23248179256916046 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0.23246796429157257 620.352294921875 610.635498046875 None None None +10 1901 0.23242303729057312 620.3575439453125 610.642578125 None None None +10 1902 0.23238694667816162 620.3543701171875 610.6409301757812 None None None +10 1903 0.23235665261745453 620.3395385742188 610.6273193359375 None None None +10 1904 0.2323155701160431 620.3436279296875 610.6331787109375 None None None +10 1905 0.2322787493467331 620.3328247070312 610.6239013671875 None None None +10 1906 0.23224644362926483 620.3140869140625 610.6065673828125 None None None +10 1907 0.2322247475385666 620.2898559570312 610.5831909179688 None None None +10 1908 0.2322281301021576 620.3093872070312 610.6026000976562 None None None +10 1909 0.2321779578924179 620.2852783203125 610.5805053710938 None None None +10 1910 0.2321641445159912 620.2886352539062 610.58447265625 None None None +10 1911 0.23234303295612335 620.2763671875 610.564697265625 None None None +10 1912 0.23236200213432312 620.2390747070312 610.526611328125 None None None +10 1913 0.23230436444282532 620.240234375 610.5302124023438 None None None +10 1914 0.23230595886707306 620.211181640625 610.5010986328125 None None None +10 1915 0.23227454721927643 620.2279052734375 610.5191040039062 None None None +10 1916 0.23225054144859314 620.2416381835938 610.5338745117188 None None None +10 1917 0.23227272927761078 620.224365234375 610.515625 None None None +10 1918 0.232242614030838 620.2108154296875 610.5033569335938 None None None +10 1919 0.23222875595092773 620.1799926757812 610.4730224609375 None None None +10 1920 0.2322150617837906 620.1611328125 610.4547729492188 None None None +10 1921 0.23221231997013092 620.147705078125 610.4414672851562 None None None +10 1922 0.23220866918563843 620.1351318359375 610.4290161132812 None None None +10 1923 0.23217366635799408 620.136962890625 610.432373046875 None None None +10 1924 0.23215436935424805 620.0999755859375 610.3961181640625 None None None +10 1925 0.23213063180446625 620.0823974609375 610.3795166015625 None None None +10 1926 0.23220914602279663 620.075439453125 610.3693237304688 None None None +10 1927 0.23219479620456696 620.051513671875 610.345947265625 None None None +10 1928 0.23219186067581177 620.0579223632812 610.3524780273438 None None None +10 1929 0.23216970264911652 620.0263671875 610.32177734375 None None None +10 1930 0.2321801483631134 620.0354614257812 610.3305053710938 None None None +10 1931 0.23215703666210175 620.1002197265625 610.3963012695312 None None None +10 1932 0.23212431371212006 620.143798828125 610.4412231445312 None None None +10 1933 0.2321515828371048 620.1739501953125 610.47021484375 None None None +10 1934 0.23213854432106018 620.1646118164062 610.46142578125 None None None +10 1935 0.2320728302001953 620.2158813476562 610.5154418945312 None None None +10 1936 0.23215562105178833 620.1917724609375 610.4878540039062 None None None +10 1937 0.23232106864452362 620.209228515625 610.4984741210938 None None None +10 1938 0.23234938085079193 620.1864624023438 610.4745483398438 None None None +10 1939 0.23231686651706696 620.1502075195312 610.4396362304688 None None None +10 1940 0.23242273926734924 620.1582641601562 610.4431762695312 None None None +10 1941 0.23240026831626892 620.1658325195312 610.4517211914062 None None None +10 1942 0.23239366710186005 620.191162109375 610.4773559570312 None None None +10 1943 0.23240353167057037 620.171142578125 610.4569091796875 None None None +10 1944 0.23241564631462097 620.145263671875 610.4306030273438 None None None +10 1945 0.2323816418647766 620.1668090820312 610.4535522460938 None None None +10 1946 0.23274341225624084 620.1886596679688 610.4602661132812 None None None +10 1947 0.23273509740829468 620.1669921875 610.43896484375 None None None +10 1948 0.23271909356117249 620.1650390625 610.437744140625 None None None +10 1949 0.23274411261081696 620.1943969726562 610.4660034179688 None None None +10 1950 0.23270174860954285 620.2203369140625 610.4937133789062 None None None +10 1951 0.23266208171844482 620.2406005859375 610.515625 None None None +10 1952 0.23266074061393738 620.2505493164062 610.5256958007812 None None None +10 1953 0.23263536393642426 620.252197265625 610.5284423828125 None None None +10 1954 0.23268242180347443 620.26220703125 610.536376953125 None None None +10 1955 0.23267532885074615 620.2679443359375 610.54248046875 None None None +10 1956 0.23266078531742096 620.2984619140625 610.5736083984375 None None None +10 1957 0.2326856255531311 620.30029296875 610.5744018554688 None None None +10 1958 0.2327224761247635 620.2910766601562 610.5636596679688 None None None +10 1959 0.2327595353126526 620.3037719726562 610.5747680664062 None None None +10 1960 0.23278336226940155 620.2739868164062 610.5439453125 None None None +10 1961 0.23278693854808807 620.2687377929688 610.53857421875 None None None +10 1962 0.2327696979045868 620.2889404296875 610.5595092773438 None None None +10 1963 0.2327413558959961 620.29443359375 610.566162109375 None None None +10 1964 0.23274774849414825 620.2939453125 610.5654296875 None None None +10 1965 0.23274120688438416 620.2576293945312 610.5293579101562 None None None +10 1966 0.23280273377895355 620.2680053710938 610.5371704101562 None None None +10 1967 0.23277057707309723 620.3065795898438 610.5772094726562 None None None +10 1968 0.23275846242904663 620.3094482421875 610.5805053710938 None None None +10 1969 0.23274141550064087 620.3341674804688 610.60595703125 None None None +10 1970 0.2327449470758438 620.306884765625 610.5785522460938 None None None +10 1971 0.23276665806770325 620.2860717773438 610.5568237304688 None None None +10 1972 0.2327365130186081 620.2979736328125 610.5699462890625 None None None +10 1973 0.23270319402217865 620.281494140625 610.5548706054688 None None None +10 1974 0.2326810210943222 620.2606811523438 610.5350341796875 None None None +10 1975 0.23266808688640594 620.2439575195312 610.5188598632812 None None None +10 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620.1434326171875 610.4185791015625 None None None +10 2002 0.23264886438846588 620.14892578125 610.4246826171875 None None None +10 2003 0.23261789977550507 620.1231689453125 610.4002075195312 None None None +10 2004 0.23261748254299164 620.1327514648438 610.4098510742188 None None None +10 2005 0.23260003328323364 620.1522216796875 610.4299926757812 None None None +10 2006 0.23264814913272858 620.1624145507812 610.438232421875 None None None +10 2007 0.23263652622699738 620.1931762695312 610.469482421875 None None None +10 2008 0.23262625932693481 620.2108154296875 610.4876098632812 None None None +10 2009 0.2325890064239502 620.2284545898438 610.5067749023438 None None None +10 2010 0.2325712889432907 620.231201171875 610.51025390625 None None None +10 2011 0.2325747162103653 620.2520141601562 610.5309448242188 None None None +10 2012 0.23262594640254974 620.2425537109375 610.5193481445312 None None None +10 2013 0.23259443044662476 620.2355346679688 610.513671875 None None None +10 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0.23273509740829468 620.4351196289062 610.7074584960938 None None None +10 2053 0.23274557292461395 620.4397583007812 610.711669921875 None None None +10 2054 0.23270687460899353 620.4180297851562 610.6915283203125 None None None +10 2055 0.2328193485736847 620.421630859375 610.6904907226562 None None None +10 2056 0.23280692100524902 620.43603515625 610.705322265625 None None None +10 2057 0.23281434178352356 620.45556640625 610.7245483398438 None None None +10 2058 0.2328130453824997 620.470947265625 610.739990234375 None None None +10 2059 0.23282063007354736 620.4706420898438 610.7393798828125 None None None +10 2060 0.23283763229846954 620.4873046875 610.7552490234375 None None None +10 2061 0.23283305764198303 620.4768676757812 610.7449951171875 None None None +10 2062 0.23284786939620972 620.4723510742188 610.7398681640625 None None None +10 2063 0.23286154866218567 620.467041015625 610.7340087890625 None None None +10 2064 0.23288291692733765 620.5030517578125 610.7691040039062 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0.21923863887786865 616.0694580078125 606.9063720703125 None None None +12 2007 0.21925237774848938 616.0662231445312 606.902587890625 None None None +12 2008 0.2192356139421463 616.0463256835938 606.8834228515625 None None None +12 2009 0.2191944420337677 616.056640625 606.8953857421875 None None None +12 2010 0.21916720271110535 616.084716796875 606.9246215820312 None None None +12 2011 0.21919217705726624 616.0791015625 606.9179077148438 None None None +12 2012 0.21919536590576172 616.09716796875 606.9358520507812 None None None +12 2013 0.21916422247886658 616.0906982421875 606.9306640625 None None None +12 2014 0.21911071240901947 616.0997314453125 606.9420166015625 None None None +12 2015 0.21909597516059875 616.0687866210938 606.91162109375 None None None +12 2016 0.21908038854599 616.0503540039062 606.8939208984375 None None None +12 2017 0.21904581785202026 616.0639038085938 606.9088745117188 None None None +12 2018 0.21901659667491913 616.0706787109375 606.9168701171875 None 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607.2092895507812 None None None +12 2713 0.21943892538547516 616.380859375 607.209228515625 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..e469934f9a2ee00963cb698fe2c60ed4f77b843f --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/models/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/new_model_format/bias_model_scaled.tar with get_new_tf_model_format.py diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..8ff259bcf525672967a7f80402af6febf1ecb137 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 0.0 +counts_sum_max_thresh 10779.82 +trainings_pts_post_thresh 190682 diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f35f6026b17640add4f207ba69a6d739f0b688d --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/models/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..d62b457fdaaa99614337bcea1bd30f6e3f5e1747 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 41.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/models/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0398f7bfd60354c17e889ca4c397c5cbe571a08 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/model_outputs/models/chrombpnet_nobias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_0/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..846ec639aa0426e51d06af12ecdd1e4bc13e86f0 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR923VTG/logfile.modelling.fold_0.ENCSR923VTG.epoch_loss.csv @@ -0,0 +1,14 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.2342227697372437,684.477294921875,736.0678100585938,0.417678564786911,659.2682495117188,676.7271118164062 +1,0.3733308017253876,652.90966796875,668.5147705078125,0.3109683692455292,647.6123657226562,660.610595703125 +2,0.3419879674911499,642.7557373046875,657.05126953125,0.29698148369789124,642.9713745117188,655.3853149414062 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1.7084269523620605 758.5885009765625 687.1759033203125 None None None +0 1986 1.7078857421875 758.5169067382812 687.126953125 None None None +0 1987 1.7072054147720337 758.46630859375 687.104736328125 None None None +0 1988 1.7065681219100952 758.44140625 687.1065063476562 None None None +0 1989 1.7058616876602173 758.400390625 687.0950317382812 None None None +0 1990 1.7051948308944702 758.3552856445312 687.0778198242188 None None None +0 1991 1.7045449018478394 758.3453979492188 687.0950927734375 None None None +0 1992 1.7038297653198242 758.309326171875 687.0889892578125 None None None +0 1993 1.703110694885254 758.2694702148438 687.0792236328125 None None None +0 1994 1.7025784254074097 758.228515625 687.0604858398438 None None None +0 1995 1.7018827199935913 758.1439208984375 687.0048828125 None None None +0 1996 1.7012699842453003 758.0853271484375 686.971923828125 None None None +0 1997 1.7006676197052002 758.0629272460938 686.9746704101562 None None None +0 1998 1.699927568435669 757.9866333007812 686.9293212890625 None None None +0 1999 1.6992976665496826 757.9463500976562 686.9154052734375 None None None +0 2000 1.698595643043518 757.872802734375 686.8712768554688 None None None +0 2001 1.6979479789733887 757.8226928710938 686.84814453125 None None None +0 2002 1.6972784996032715 757.7713012695312 686.8247680664062 None None None +0 2003 1.696574330329895 757.7738647460938 686.8567504882812 None None None +0 2004 1.695934534072876 757.7371215820312 686.8466796875 None None None +0 2005 1.6952698230743408 757.7317504882812 686.869140625 None None None +0 2006 1.6946823596954346 757.7236328125 686.8855590820312 None None None +0 2007 1.6940524578094482 757.7176513671875 686.9058837890625 None None None +0 2008 1.6933776140213013 757.6749877929688 686.8914184570312 None None None +0 2009 1.6927698850631714 757.6778564453125 686.9197387695312 None None None +0 2010 1.6921850442886353 757.6470947265625 686.9134521484375 None None None +0 2011 1.6915068626403809 757.5884399414062 686.8831787109375 None None None +0 2012 1.6908321380615234 757.573974609375 686.8969116210938 None None None +0 2013 1.6901781558990479 757.5647583007812 686.9149780273438 None None None +0 2014 1.6895835399627686 757.5713500976562 686.9464721679688 None None None +0 2015 1.688880205154419 757.506103515625 686.9105834960938 None None None +0 2016 1.6882097721099854 757.46923828125 686.9017944335938 None None None +0 2017 1.6875364780426025 757.4273681640625 686.8880615234375 None None None +0 2018 1.6869102716445923 757.3495483398438 686.83642578125 None None None +0 2019 1.6864006519317627 757.3001098632812 686.808349609375 None None None +0 2020 1.686045527458191 757.3125610351562 686.835693359375 None None None +0 2021 1.6854238510131836 757.2757568359375 686.8248901367188 None None None +0 2022 1.6848814487457275 757.2870483398438 686.8588256835938 None None None +0 2023 1.684277892112732 757.2346801757812 686.8316650390625 None None None +0 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0.35342124104499817 654.4468994140625 639.6730346679688 None None None +2 1948 0.35335803031921387 654.4093627929688 639.6381225585938 None None None +2 1949 0.35333073139190674 654.34814453125 639.578125 None None None +2 1950 0.35327643156051636 654.3345947265625 639.5667724609375 None None None +2 1951 0.35319897532463074 654.33642578125 639.5718994140625 None None None +2 1952 0.3531799018383026 654.329833984375 639.5660400390625 None None None +2 1953 0.35314667224884033 654.3619384765625 639.5995483398438 None None None +2 1954 0.3531806468963623 654.3576049804688 639.59375 None None None +2 1955 0.35311171412467957 654.3551635742188 639.5941772460938 None None None +2 1956 0.3530721664428711 654.3943481445312 639.6350708007812 None None None +2 1957 0.353058785200119 654.3977661132812 639.6390380859375 None None None +2 1958 0.3530832529067993 654.3911743164062 639.6314086914062 None None None +2 1959 0.3530718982219696 654.3882446289062 639.6290283203125 None None None +2 1960 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None +4 1886 0.2983909249305725 636.921142578125 624.4482421875 None None None +4 1887 0.298355370759964 636.8961181640625 624.4247436523438 None None None +4 1888 0.29834866523742676 636.9069213867188 624.435791015625 None None None +4 1889 0.29836180806159973 636.9172973632812 624.4456176757812 None None None +4 1890 0.2983880937099457 636.8955688476562 624.4228515625 None None None +4 1891 0.2983768582344055 636.9039916992188 624.431640625 None None None +4 1892 0.2983846366405487 636.8915405273438 624.4188842773438 None None None +4 1893 0.298383891582489 636.8650512695312 624.3924560546875 None None None +4 1894 0.29833266139030457 636.8475952148438 624.3771362304688 None None None +4 1895 0.29829302430152893 636.8663940429688 624.3976440429688 None None None +4 1896 0.29822173714637756 636.8353881835938 624.3696899414062 None None None +4 1897 0.2981829345226288 636.8095092773438 624.345458984375 None None None +4 1898 0.29811131954193115 636.7628784179688 624.3018188476562 None None None +4 1899 0.2980727255344391 636.7589721679688 624.2994384765625 None None None +4 1900 0.2980414628982544 636.7251586914062 624.2670288085938 None None None +4 1901 0.2979911267757416 636.7179565429688 624.2618408203125 None None None +4 1902 0.29798027873039246 636.7408447265625 624.2852172851562 None None None +4 1903 0.29800349473953247 636.746826171875 624.2901611328125 None None None +4 1904 0.2979828715324402 636.7368774414062 624.2811279296875 None None None +4 1905 0.2979929745197296 636.7001953125 624.2440185546875 None None None +4 1906 0.297970712184906 636.7149658203125 624.259765625 None None None +4 1907 0.2979370057582855 636.6810302734375 624.2272338867188 None None None +4 1908 0.2978837192058563 636.6824951171875 624.23095703125 None None None +4 1909 0.29785147309303284 636.6494140625 624.19921875 None None None +4 1910 0.29782888293266296 636.6587524414062 624.2095336914062 None None None +4 1911 0.29779496788978577 636.6172485351562 624.16943359375 None None None +4 1912 0.29779061675071716 636.6015625 624.1539306640625 None None None +4 1913 0.29776784777641296 636.6104736328125 624.163818359375 None None None +4 1914 0.29772713780403137 636.6032104492188 624.158203125 None None None +4 1915 0.29772689938545227 636.5961303710938 624.1510620117188 None None None +4 1916 0.29769784212112427 636.5690307617188 624.1251831054688 None None None +4 1917 0.29765790700912476 636.5831298828125 624.1409301757812 None None None +4 1918 0.2976212203502655 636.5812377929688 624.140625 None None None +4 1919 0.29769837856292725 636.5942993164062 624.1504516601562 None None None +4 1920 0.2976357936859131 636.587890625 624.1466674804688 None None None +4 1921 0.2976064383983612 636.5885009765625 624.1484985351562 None None None +4 1922 0.2975414991378784 636.574462890625 624.13720703125 None None None +4 1923 0.2975000739097595 636.5890502929688 624.153564453125 None None None +4 1924 0.29750871658325195 636.6083374023438 624.1725463867188 None None None +4 1925 0.2975010573863983 636.6318359375 624.1963500976562 None None None +4 1926 0.2975444495677948 636.6843872070312 624.2470092773438 None None None +4 1927 0.2974957227706909 636.6724243164062 624.237060546875 None None None +4 1928 0.2974986732006073 636.6818237304688 624.2463989257812 None None None +4 1929 0.2974358797073364 636.6668090820312 624.2340087890625 None None None +4 1930 0.2975058853626251 636.6690673828125 624.2333374023438 None None None +4 1931 0.29748082160949707 636.6615600585938 624.226806640625 None None None +4 1932 0.2974226176738739 636.6471557617188 624.2149047851562 None None None +4 1933 0.2974138855934143 636.67626953125 624.2443237304688 None None None +4 1934 0.29736387729644775 636.6878051757812 624.2579956054688 None None None +4 1935 0.2974204123020172 636.7383422851562 624.30615234375 None None None +4 1936 0.2973749041557312 636.75048828125 624.3201904296875 None None None +4 1937 0.29734328389167786 636.7526245117188 624.3236694335938 None None None +4 1938 0.29729804396629333 636.7291259765625 624.3020629882812 None None None +4 1939 0.2972581088542938 636.7333374023438 624.3079223632812 None None None +4 1940 0.29729124903678894 636.7468872070312 624.320068359375 None None None +4 1941 0.2972879409790039 636.7494506835938 624.3228149414062 None None None +4 1942 0.2972373962402344 636.7449340820312 624.3203735351562 None None None +4 1943 0.29730740189552307 636.7132568359375 624.2857055664062 None None None +4 1944 0.2972543239593506 636.734375 624.3091430664062 None None None +4 1945 0.2972472906112671 636.7077026367188 624.28271484375 None None None +4 1946 0.29720959067344666 636.722412109375 624.2990112304688 None None None +4 1947 0.29715827107429504 636.7716064453125 624.350341796875 None None None +4 1948 0.29711228609085083 636.7566528320312 624.3373413085938 None None None +4 1949 0.29716089367866516 636.7577514648438 624.33642578125 None None None +4 1950 0.2971474230289459 636.7583618164062 624.3375854492188 None None None +4 1951 0.29709765315055847 636.7190551757812 624.30029296875 None None None +4 1952 0.2972731590270996 636.7242431640625 624.2981567382812 None None None +4 1953 0.2972383201122284 636.7171630859375 624.2925415039062 None None None +4 1954 0.2972351014614105 636.7651977539062 624.3407592773438 None None None +4 1955 0.2972067594528198 636.7732543945312 624.3499755859375 None None None +4 1956 0.29717931151390076 636.7650756835938 624.3429565429688 None None None +4 1957 0.29719552397727966 636.7579345703125 624.3351440429688 None None None +4 1958 0.29715901613235474 636.8048095703125 624.383544921875 None None None +4 1959 0.2971704602241516 636.8280029296875 624.40625 None None None +4 1960 0.2971464693546295 636.80517578125 624.384521484375 None None None +4 1961 0.297126829624176 636.8128051757812 624.3930053710938 None None None +4 1962 0.2971002161502838 636.81298828125 624.3942260742188 None None None +4 1963 0.2970373332500458 636.796142578125 624.3800659179688 None None None +4 1964 0.296993613243103 636.7737426757812 624.3594970703125 None None None +4 1965 0.2970031499862671 636.72607421875 624.3114013671875 None None None +4 1966 0.29697975516319275 636.6944580078125 624.2808837890625 None None None +4 1967 0.29693758487701416 636.6633911132812 624.25146484375 None None None +4 1968 0.2969469726085663 636.65966796875 624.2473754882812 None None None +4 1969 0.29692670702934265 636.6588745117188 624.2474365234375 None None None +4 1970 0.29686322808265686 636.6163330078125 624.2075805664062 None None None +4 1971 0.29682469367980957 636.6319580078125 624.2247924804688 None None None +4 1972 0.2968645691871643 636.6475219726562 624.23876953125 None None None +4 1973 0.29680004715919495 636.6361083984375 624.2300415039062 None None None +4 1974 0.29685166478157043 636.6400146484375 624.2317504882812 None None None +4 1975 0.29680928587913513 636.6472778320312 624.24072265625 None None None +4 1976 0.2968223989009857 636.67724609375 624.2701416015625 None None None +4 1977 0.2967957854270935 636.694580078125 624.28857421875 None None None +4 1978 0.2967924177646637 636.6763916015625 624.2705688476562 None None None +4 1979 0.29676786065101624 636.6738891601562 624.26904296875 None None None +4 1980 0.2967687249183655 636.6599731445312 624.2550659179688 None None None +4 1981 0.2968144416809082 636.6204223632812 624.2136840820312 None None None +4 1982 0.29677054286003113 636.6069946289062 624.2020874023438 None None None +4 1983 0.2967260777950287 636.5714111328125 624.1683349609375 None None None +4 1984 0.29676559567451477 636.5302124023438 624.12548828125 None None None +4 1985 0.2968040704727173 636.5226440429688 624.1162719726562 None None None +4 1986 0.29679492115974426 636.5335083007812 624.1275024414062 None None None +4 1987 0.2967645227909088 636.5286254882812 624.1239013671875 None None None +4 1988 0.2967322766780853 636.5377197265625 624.1343383789062 None None None +4 1989 0.2969384789466858 636.5115966796875 624.099609375 None None None +4 1990 0.2969053089618683 636.5120239257812 624.1013793945312 None None None +4 1991 0.2969093322753906 636.5113525390625 624.1005859375 None None None +4 1992 0.2968788146972656 636.4804077148438 624.0709228515625 None None None +4 1993 0.29685136675834656 636.4688110351562 624.0604248046875 None None None +4 1994 0.29682254791259766 636.4577026367188 624.050537109375 None None None +4 1995 0.2968030273914337 636.4637451171875 624.057373046875 None None None +4 1996 0.2967563569545746 636.4451293945312 624.040771484375 None None None +4 1997 0.2967876195907593 636.448974609375 624.0433349609375 None None None +4 1998 0.2968471646308899 636.4072875976562 623.9991455078125 None None None +4 1999 0.2968457043170929 636.4168090820312 624.0086669921875 None None None +4 2000 0.29683804512023926 636.43603515625 624.0282592773438 None None None +4 2001 0.29679954051971436 636.4324951171875 624.0263061523438 None None None +4 2002 0.29673099517822266 636.3956909179688 623.9923706054688 None None None +4 2003 0.29673948884010315 636.42578125 624.0221557617188 None None None +4 2004 0.2967340648174286 636.4449462890625 624.0415649414062 None None None +4 2005 0.29670286178588867 636.4405517578125 624.0383911132812 None None None +4 2006 0.2966996431350708 636.4678955078125 624.06591796875 None None None +4 2007 0.2966800928115845 636.4843139648438 624.0831298828125 None None None +4 2008 0.2966136336326599 636.5269775390625 624.1285400390625 None None None +4 2009 0.29654619097709656 636.525146484375 624.1295166015625 None None None +4 2010 0.2965025305747986 636.5155639648438 624.121826171875 None None None +4 2011 0.29649245738983154 636.5283813476562 624.1351318359375 None None None +4 2012 0.296470582485199 636.4786376953125 624.0863037109375 None None None +4 2013 0.2964786887168884 636.4879760742188 624.0952758789062 None None None +4 2014 0.29651206731796265 636.482177734375 624.0881958007812 None None None +4 2015 0.2964833676815033 636.4738159179688 624.0809936523438 None None None +4 2016 0.29645976424217224 636.5214233398438 624.1295776367188 None None None +4 2017 0.29657474160194397 636.5115966796875 624.1149291992188 None None None +4 2018 0.29656317830085754 636.5110473632812 624.1148071289062 None None None +4 2019 0.2965965270996094 636.4879760742188 624.0903930664062 None None None +4 2020 0.29658007621765137 636.5271606445312 624.1302490234375 None None None +4 2021 0.29654568433761597 636.5252075195312 624.1297607421875 None None None +4 2022 0.2965085208415985 636.5032348632812 624.1093139648438 None None None +4 2023 0.2964441478252411 636.5169067382812 624.1256713867188 None None None +4 2024 0.2964312434196472 636.5209350585938 624.1302490234375 None None None +4 2025 0.29642143845558167 636.4901123046875 624.099853515625 None None None +4 2026 0.2964235842227936 636.4719848632812 624.0816040039062 None None None +4 2027 0.29641616344451904 636.4834594726562 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1902 0.29152876138687134 630.0289916992188 617.8434448242188 None None None +5 1903 0.29147645831108093 630.0459594726562 617.8626708984375 None None None +5 1904 0.29153603315353394 630.0313110351562 617.8455200195312 None None None +5 1905 0.2914688289165497 630.0711669921875 617.88818359375 None None None +5 1906 0.29140737652778625 630.034912109375 617.8544921875 None None None +5 1907 0.29140686988830566 630.0078125 617.8274536132812 None None None +5 1908 0.29140251874923706 630.0289916992188 617.8488159179688 None None None +5 1909 0.29138249158859253 630.0400390625 617.8607177734375 None None None +5 1910 0.29133880138397217 630.0299072265625 617.8523559570312 None None None +5 1911 0.29132312536239624 630.0148315429688 617.8380126953125 None None None +5 1912 0.29129502177238464 630.013427734375 617.8377685546875 None None None +5 1913 0.29124873876571655 630.0355834960938 617.8618774414062 None None None +5 1914 0.2911999225616455 630.008056640625 617.8363647460938 None None None +5 1915 0.2912915349006653 629.9983520507812 617.8228759765625 None None None +5 1916 0.2912644147872925 630.0021362304688 617.8276977539062 None None None +5 1917 0.2913636565208435 630.0077514648438 617.8291625976562 None None None +5 1918 0.2913213074207306 630.0232543945312 617.8464965820312 None None None +5 1919 0.29132208228111267 630.0307006835938 617.8538208007812 None None None +5 1920 0.29127225279808044 630.0131225585938 617.8384399414062 None None None +5 1921 0.2912079691886902 630.0107421875 617.8386840820312 None None None +5 1922 0.29117414355278015 629.9725341796875 617.8019409179688 None None None +5 1923 0.29115915298461914 629.9656982421875 617.795654296875 None None None +5 1924 0.2911418676376343 629.9437866210938 617.7745361328125 None None None +5 1925 0.29112252593040466 629.9360961914062 617.7676391601562 None None None +5 1926 0.2910567820072174 629.9459838867188 617.7802734375 None None None +5 1927 0.29103994369506836 629.956787109375 617.7918090820312 None None None +5 1928 0.2910076379776001 629.9472045898438 617.7835693359375 None None None +5 1929 0.29099342226982117 629.933349609375 617.7702026367188 None None None +5 1930 0.29094192385673523 629.9107055664062 617.7496948242188 None None None +5 1931 0.2909025549888611 629.9066162109375 617.7472534179688 None None None +5 1932 0.2908862829208374 629.9230346679688 617.764404296875 None None None +5 1933 0.2908322811126709 629.9078369140625 617.75146484375 None None None +5 1934 0.29075923562049866 629.8633422851562 617.7099609375 None None None +5 1935 0.2907355725765228 629.8544311523438 617.7020263671875 None None None +5 1936 0.29067689180374146 629.847900390625 617.697998046875 None None None +5 1937 0.29064884781837463 629.872802734375 617.72412109375 None None None +5 1938 0.2906339168548584 629.8824462890625 617.7343139648438 None None None +5 1939 0.29060855507850647 629.8905029296875 617.743408203125 None None None +5 1940 0.2905939817428589 629.8902587890625 617.7438354492188 None None None +5 1941 0.290566086769104 629.9176635742188 617.7723999023438 None None None +5 1942 0.2905704081058502 629.8992919921875 617.7538452148438 None None None +5 1943 0.29065820574760437 629.9363403320312 617.7871704101562 None None None +5 1944 0.29071253538131714 629.9230346679688 617.7715454101562 None None None +5 1945 0.290703147649765 629.92919921875 617.7781372070312 None None None +5 1946 0.290670245885849 629.884521484375 617.7348022460938 None None None +5 1947 0.2907049059867859 629.9154052734375 617.7642211914062 None None None +5 1948 0.29067549109458923 629.8821411132812 617.732177734375 None None None +5 1949 0.29064151644706726 629.91748046875 617.7689208984375 None None None +5 1950 0.2906093895435333 629.9183349609375 617.7711791992188 None None None +5 1951 0.2906411588191986 629.8848876953125 617.7363891601562 None None None +5 1952 0.29059693217277527 629.9047241210938 617.7581176757812 None None None +5 1953 0.2905791401863098 629.9232788085938 617.77734375 None None None +5 1954 0.29054316878318787 629.8955078125 617.7510375976562 None None None +5 1955 0.2904842793941498 629.8781127929688 617.736083984375 None None None +5 1956 0.29048952460289 629.87353515625 617.7313842773438 None None None +5 1957 0.2906400263309479 629.90087890625 617.7523803710938 None None None +5 1958 0.29056689143180847 629.8888549804688 617.743408203125 None None None +5 1959 0.29054415225982666 629.8916015625 617.7470703125 None None None +5 1960 0.29050615429878235 629.851318359375 617.7083740234375 None None None +5 1961 0.2906210720539093 629.85693359375 617.7091674804688 None None None +5 1962 0.2906050384044647 629.8377075195312 617.6906127929688 None None None +5 1963 0.29059603810310364 629.82763671875 617.6809692382812 None None None +5 1964 0.29058897495269775 629.8018798828125 617.655517578125 None None None +5 1965 0.2905435562133789 629.821044921875 617.6765747070312 None None None +5 1966 0.2904950976371765 629.7947387695312 617.65234375 None None None +5 1967 0.29051482677459717 629.7659301757812 617.6226806640625 None None None +5 1968 0.29050490260124207 629.7935791015625 617.6507568359375 None None None +5 1969 0.29050153493881226 629.7980346679688 617.6553344726562 None None None +5 1970 0.2904992401599884 629.8322143554688 617.6896362304688 None None None +5 1971 0.2904439866542816 629.8262329101562 617.6859741210938 None None None +5 1972 0.2904049754142761 629.8590698242188 617.720458984375 None None None +5 1973 0.29038044810295105 629.8685913085938 617.7310180664062 None None None +5 1974 0.2903490364551544 629.8486938476562 617.71240234375 None None None +5 1975 0.2903291881084442 629.8145751953125 617.6791381835938 None None None +5 1976 0.2902739644050598 629.8363037109375 617.7032470703125 None None None +5 1977 0.29020795226097107 629.830078125 617.6997680664062 None None None +5 1978 0.2901981472969055 629.827392578125 617.6974487304688 None None None +5 1979 0.2901541292667389 629.811279296875 617.6832275390625 None None None +5 1980 0.2901269495487213 629.816650390625 617.689697265625 None None None +5 1981 0.29013440012931824 629.7811889648438 617.6539306640625 None None None +5 1982 0.290086954832077 629.7548828125 617.6295776367188 None None None +5 1983 0.29007047414779663 629.7656860351562 617.6410522460938 None None None +5 1984 0.29002144932746887 629.7919311523438 617.6693115234375 None None None +5 1985 0.2899928092956543 629.7882690429688 617.6668701171875 None None None +5 1986 0.28997066617012024 629.7993774414062 617.6788330078125 None None None +5 1987 0.28996041417121887 629.8092651367188 617.689208984375 None None None +5 1988 0.2899733781814575 629.7948608398438 617.6741943359375 None None None +5 1989 0.28993359208106995 629.8302612304688 617.7113037109375 None None None +5 1990 0.2899051308631897 629.84033203125 617.7225952148438 None None None +5 1991 0.28990066051483154 629.8071899414062 617.6896362304688 None None None +5 1992 0.2899545729160309 629.7870483398438 617.667236328125 None None None +5 1993 0.28994494676589966 629.782958984375 617.6635131835938 None None None +5 1994 0.2899094223976135 629.7805786132812 617.66259765625 None None None +5 1995 0.2899000942707062 629.8026733398438 617.6851196289062 None None None +5 1996 0.2898962199687958 629.7747802734375 617.6573486328125 None None None +5 1997 0.28982478380203247 629.775634765625 617.6611328125 None None None +5 1998 0.28978192806243896 629.77783203125 617.6651611328125 None None None +5 1999 0.2897505462169647 629.7515869140625 617.6402587890625 None None None +5 2000 0.2897472679615021 629.770751953125 617.6595458984375 None None None +5 2001 0.2897617220878601 629.8341674804688 617.7223510742188 None None None +5 2002 0.2897159457206726 629.8583374023438 617.7484741210938 None None None +5 2003 0.2897035777568817 629.8569946289062 617.7476806640625 None None None +5 2004 0.28963223099708557 629.8711547851562 617.7648315429688 None None None +5 2005 0.2896172106266022 629.892333984375 617.78662109375 None None None +5 2006 0.2895466685295105 629.859375 617.756591796875 None None None +5 2007 0.2895791530609131 629.8634033203125 617.75927734375 None None None +5 2008 0.2895537316799164 629.8692016601562 617.76611328125 None None None +5 2009 0.28959405422210693 629.8483276367188 617.7434692382812 None None None +5 2010 0.2896003723144531 629.8670043945312 617.7619018554688 None None None +5 2011 0.2896057367324829 629.8871459960938 617.7818603515625 None None None +5 2012 0.2895600199699402 629.86083984375 617.7575073242188 None None None +5 2013 0.2895539402961731 629.8731689453125 617.77001953125 None None None +5 2014 0.28949999809265137 629.8692626953125 617.768310546875 None None None +5 2015 0.28946882486343384 629.8695068359375 617.7698974609375 None None None +5 2016 0.2894200086593628 629.8787231445312 617.7811279296875 None None None +5 2017 0.28940659761428833 629.8599243164062 617.762939453125 None None None +5 2018 0.28936630487442017 629.8447875976562 617.74951171875 None None None +5 2019 0.2893786132335663 629.8534545898438 617.7576904296875 None None None +5 2020 0.2893792688846588 629.8643188476562 617.7684936523438 None None None +5 2021 0.2893352806568146 629.83251953125 617.738525390625 None None None +5 2022 0.2892673909664154 629.8016357421875 617.71044921875 None None None +5 2023 0.28937187790870667 629.8067626953125 617.7112426757812 None None None +5 2024 0.2893134653568268 629.845703125 617.7525634765625 None None None +5 2025 0.28927889466285706 629.8370971679688 617.7454833984375 None None None +5 2026 0.2892228066921234 629.8348388671875 617.7455444335938 None None None +5 2027 0.289272278547287 629.8470458984375 617.755615234375 None None None +5 2028 0.2892601191997528 629.8720092773438 617.7811279296875 None None None +5 2029 0.2892248034477234 629.8580932617188 617.7687377929688 None None None +5 2030 0.289185106754303 629.8739624023438 617.7863159179688 None None None +5 2031 0.2891284227371216 629.8997802734375 617.814453125 None None None +5 2032 0.28913238644599915 629.8930053710938 617.8075561523438 None None None +5 2033 0.2890988290309906 629.884033203125 617.7999877929688 None None None +5 2034 0.28909075260162354 629.8726196289062 617.7889404296875 None None None +5 2035 0.28906017541885376 629.8668823242188 617.7844848632812 None None None +5 2036 0.2890477776527405 629.847900390625 617.7659912109375 None None None +5 2037 0.28903448581695557 629.83056640625 617.749267578125 None None None +5 2038 0.2889857292175293 629.808349609375 617.7291259765625 None None None +5 2039 0.28897377848625183 629.8204956054688 617.7417602539062 None None None +5 2040 0.2889457046985626 629.8048706054688 617.7272338867188 None None None +5 2041 0.2889147102832794 629.7727661132812 617.6964721679688 None None None +5 2042 0.2888423204421997 629.7476806640625 617.6744384765625 None None None +5 2043 0.2887857258319855 629.7230834960938 617.6522216796875 None None None +5 2044 0.28874412178993225 629.7389526367188 617.6697387695312 None None None +5 2045 0.28870889544487 629.7435302734375 617.67578125 None None None +5 2046 0.2887076139450073 629.75732421875 617.6895751953125 None None None +5 2047 0.2887149453163147 629.74609375 617.6780395507812 None None None +5 2048 0.2886907458305359 629.7666625976562 617.6996459960938 None None None +5 2049 0.28866156935691833 629.7698974609375 617.7041015625 None None None +5 2050 0.2886105179786682 629.7813720703125 617.7177124023438 None None None +5 2051 0.2885851263999939 629.744384765625 617.6817626953125 None None None +5 2052 0.2885717749595642 629.717529296875 617.6554565429688 None None None +5 2053 0.28858280181884766 629.7208251953125 617.6582641601562 None None None +5 2054 0.2885374128818512 629.7211303710938 617.6605224609375 None None None +5 2055 0.2885076403617859 629.7022094726562 617.6428833007812 None None None +5 2056 0.28864943981170654 629.688232421875 617.6229248046875 None None None +5 2057 0.28861263394355774 629.6708984375 617.6071166992188 None None None +5 2058 0.28864532709121704 629.6688232421875 617.6036376953125 None None None +5 2059 0.28861117362976074 629.669677734375 617.6058959960938 None None None +5 2060 0.2886302173137665 629.6509399414062 617.58642578125 None None None +5 2061 0.28859880566596985 629.6422729492188 617.5790405273438 None None None +5 2062 0.28858447074890137 629.6918334960938 617.629150390625 None None None +5 2063 0.2885647714138031 629.6906127929688 617.6287231445312 None None None +5 2064 0.28858518600463867 629.7261352539062 617.6634521484375 None None None +5 2065 0.2887495458126068 629.717041015625 617.6475219726562 None None None +5 2066 0.28871604800224304 629.7265625 617.658447265625 None None None +5 2067 0.2887689173221588 629.7467041015625 617.6763916015625 None None None +5 2068 0.28876587748527527 629.7457885742188 617.6756591796875 None None None 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0.26410946249961853 622.5 611.4608154296875 None None None +7 1943 0.26405665278434753 622.4698486328125 611.432861328125 None None None +7 1944 0.26415321230888367 622.4605712890625 611.4195556640625 None None None +7 1945 0.2641112208366394 622.455322265625 611.4160766601562 None None None +7 1946 0.26406553387641907 622.465087890625 611.4276733398438 None None None +7 1947 0.2640402913093567 622.503173828125 611.4668579101562 None None None +7 1948 0.26403525471687317 622.4959716796875 611.4598999023438 None None None +7 1949 0.2639729380607605 622.5151977539062 611.4817504882812 None None None +7 1950 0.26397961378097534 622.4986572265625 611.4649047851562 None None None +7 1951 0.2640112042427063 622.5275268554688 611.4924926757812 None None None +7 1952 0.2639777660369873 622.5271606445312 611.4935302734375 None None None +7 1953 0.2641220688819885 622.5502319335938 611.5106201171875 None None None +7 1954 0.2641189694404602 622.5225219726562 611.4830322265625 None None None +7 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None +8 1787 0.24911503493785858 616.629638671875 606.2166748046875 None None None +8 1788 0.249100461602211 616.6328125 606.2205200195312 None None None +8 1789 0.2490914911031723 616.6373901367188 606.2254028320312 None None None +8 1790 0.24903590977191925 616.64892578125 606.2393188476562 None None None +8 1791 0.24910472333431244 616.60400390625 606.1915283203125 None None None +8 1792 0.24907080829143524 616.6177368164062 606.2067260742188 None None None +8 1793 0.24904344975948334 616.60595703125 606.196044921875 None None None +8 1794 0.24904946982860565 616.5924682617188 606.1823120117188 None None None +8 1795 0.24906344711780548 616.556884765625 606.1461181640625 None None None +8 1796 0.24906271696090698 616.5211181640625 606.1104736328125 None None None +8 1797 0.24913452565670013 616.5179443359375 606.1041870117188 None None None +8 1798 0.24908515810966492 616.55859375 606.14697265625 None None None +8 1799 0.2490789294242859 616.5470581054688 606.1357421875 None None 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0.24903108179569244 616.7492065429688 606.3400268554688 None None None +8 1852 0.24902838468551636 616.7305297851562 606.321533203125 None None None +8 1853 0.24896778166294098 616.6947631835938 606.2882690429688 None None None +8 1854 0.24894817173480988 616.714599609375 606.3089599609375 None None None +8 1855 0.24893969297409058 616.7047119140625 606.2994384765625 None None None +8 1856 0.24895040690898895 616.697265625 606.29150390625 None None None +8 1857 0.24889090657234192 616.721923828125 606.3186645507812 None None None +8 1858 0.2489882856607437 616.73486328125 606.3275756835938 None None None +8 1859 0.24898751080036163 616.7348022460938 606.3275756835938 None None None +8 1860 0.24897941946983337 616.748779296875 606.341796875 None None None +8 1861 0.24894316494464874 616.7529296875 606.3475341796875 None None None +8 1862 0.24891330301761627 616.775146484375 606.3709716796875 None None None +8 1863 0.24894452095031738 616.79541015625 606.3899536132812 None None None +8 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617.1682739257812 606.754150390625 None None None +8 1929 0.24913132190704346 617.1751708984375 606.761962890625 None None None +8 1930 0.24909023940563202 617.2223510742188 606.8108520507812 None None None +8 1931 0.24906978011131287 617.2299194335938 606.8192749023438 None None None +8 1932 0.24903060495853424 617.2576293945312 606.8486328125 None None None +8 1933 0.2490600347518921 617.2354125976562 606.8251953125 None None None +8 1934 0.2490536868572235 617.2232055664062 606.8131713867188 None None None +8 1935 0.24905069172382355 617.2379760742188 606.828125 None None None +8 1936 0.249021977186203 617.214599609375 606.8059692382812 None None None +8 1937 0.24909676611423492 617.2553100585938 606.843505859375 None None None +8 1938 0.24908845126628876 617.2291870117188 606.8177490234375 None None None +8 1939 0.249052032828331 617.2260131835938 606.8161010742188 None None None +8 1940 0.24916315078735352 617.221923828125 606.8073120117188 None None None +8 1941 0.24910439550876617 617.2007446289062 606.78857421875 None None None +8 1942 0.2491338700056076 617.171630859375 606.7582397460938 None None None +8 1943 0.2491297721862793 617.136474609375 606.7232055664062 None None None +8 1944 0.24911902844905853 617.1192626953125 606.7064208984375 None None None +8 1945 0.24910923838615417 617.1680297851562 606.755615234375 None None None +8 1946 0.24908216297626495 617.16650390625 606.755126953125 None None None +8 1947 0.24912190437316895 617.212646484375 606.7996215820312 None None None +8 1948 0.24914143979549408 617.1981811523438 606.7843017578125 None None None +8 1949 0.24910202622413635 617.2109985351562 606.7987670898438 None None None +8 1950 0.24912403523921967 617.2454223632812 606.832275390625 None None None +8 1951 0.24910327792167664 617.2054443359375 606.7930908203125 None None None +8 1952 0.24908171594142914 617.2359008789062 606.8245239257812 None None None +8 1953 0.2490626722574234 617.2379760742188 606.8273315429688 None None None +8 1954 0.24903976917266846 617.234375 606.82470703125 None None None +8 1955 0.24910396337509155 617.2025756835938 606.7902221679688 None None None +8 1956 0.2490767240524292 617.2073974609375 606.796142578125 None None None +8 1957 0.24907992780208588 617.2261352539062 606.8147583007812 None None None +8 1958 0.24908262491226196 617.2273559570312 606.8158569335938 None None None +8 1959 0.2491500973701477 617.2185668945312 606.8042602539062 None None None +8 1960 0.24914652109146118 617.2313232421875 606.8171997070312 None None None +8 1961 0.24914276599884033 617.2083129882812 606.79443359375 None None None +8 1962 0.24909566342830658 617.20751953125 606.7955322265625 None None None +8 1963 0.24908046424388885 617.2128295898438 606.801513671875 None None None +8 1964 0.2491222620010376 617.2080078125 606.794921875 None None None +8 1965 0.24910718202590942 617.19921875 606.7867431640625 None None None +8 1966 0.24906013906002045 617.1947631835938 606.7843017578125 None None None +8 1967 0.24905411899089813 617.2171020507812 606.806884765625 None None None +8 1968 0.24906697869300842 617.2138061523438 606.8031005859375 None None None +8 1969 0.24913950264453888 617.2406005859375 606.8268432617188 None None None +8 1970 0.24913865327835083 617.2586669921875 606.8449096679688 None None None +8 1971 0.24911323189735413 617.2653198242188 606.8526000976562 None None None +8 1972 0.24910587072372437 617.2540283203125 606.8416137695312 None None None +8 1973 0.24915963411331177 617.23779296875 606.8230590820312 None None None +8 1974 0.24928604066371918 617.234375 606.8143920898438 None None None +8 1975 0.249271422624588 617.23046875 606.8110961914062 None None None +8 1976 0.24925491213798523 617.2269897460938 606.8082885742188 None None None +8 1977 0.24925053119659424 617.2507934570312 606.832275390625 None None None +8 1978 0.24939300119876862 617.2807006835938 606.856201171875 None None None +8 1979 0.2493688464164734 617.2640380859375 606.8405151367188 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None +9 1899 0.24043609201908112 614.5277099609375 604.4769897460938 None None None +9 1900 0.24043044447898865 614.537353515625 604.4869384765625 None None None +9 1901 0.24039225280284882 614.53076171875 604.48193359375 None None None +9 1902 0.2404920607805252 614.5050048828125 604.4519653320312 None None None +9 1903 0.24059291183948517 614.5055541992188 604.4483032226562 None None None +9 1904 0.24057519435882568 614.5007934570312 604.4442749023438 None None None +9 1905 0.2405412793159485 614.4909057617188 604.435791015625 None None None +9 1906 0.24066698551177979 614.4957885742188 604.4354858398438 None None None +9 1907 0.24067208170890808 614.5069580078125 604.4464111328125 None None None +9 1908 0.24065814912319183 614.5348510742188 604.474853515625 None None None +9 1909 0.24065056443214417 614.5621948242188 604.5025024414062 None None None +9 1910 0.24065001308918 614.568603515625 604.5089721679688 None None None +9 1911 0.24068738520145416 614.5448608398438 604.483642578125 None None None +9 1912 0.24065658450126648 614.5122680664062 604.4524536132812 None None None +9 1913 0.24062058329582214 614.569580078125 604.5111694335938 None None None +9 1914 0.24064815044403076 614.5520629882812 604.4925537109375 None None None +9 1915 0.2406541407108307 614.578369140625 604.5185546875 None None None +9 1916 0.24087971448898315 614.586181640625 604.5169677734375 None None None +9 1917 0.2408895641565323 614.580322265625 604.5106201171875 None None None +9 1918 0.24091576039791107 614.5602416992188 604.4894409179688 None None None +9 1919 0.2409793585538864 614.5841064453125 604.5106811523438 None None None +9 1920 0.24096360802650452 614.6019897460938 604.5292358398438 None None None +9 1921 0.24092546105384827 614.6149291992188 604.5437622070312 None None None +9 1922 0.2409137636423111 614.6104125976562 604.539794921875 None None None +9 1923 0.24108192324638367 614.6079711914062 604.5303344726562 None None None +9 1924 0.24127520620822906 614.6201171875 604.534423828125 None None None +9 1925 0.2412562221288681 614.622314453125 604.537353515625 None None None +9 1926 0.2413145899772644 614.6207885742188 604.5333862304688 None None None +9 1927 0.24142463505268097 614.6316528320312 604.5396728515625 None None None +9 1928 0.24139714241027832 614.6365356445312 604.545654296875 None None None +9 1929 0.24135765433311462 614.657958984375 604.5687255859375 None None None +9 1930 0.24142499268054962 614.637939453125 604.5458374023438 None None None +9 1931 0.2413952797651291 614.6358642578125 604.5449829101562 None None None +9 1932 0.24155601859092712 614.6455078125 604.5479125976562 None None None +9 1933 0.24151962995529175 614.6453857421875 604.54931640625 None None None +9 1934 0.24147112667560577 614.6605834960938 604.5665283203125 None None None +9 1935 0.24148553609848022 614.6732177734375 604.5785522460938 None None None +9 1936 0.24148064851760864 614.6526489257812 604.5582275390625 None None None +9 1937 0.2414836585521698 614.6776733398438 604.5831298828125 None None None +9 1938 0.24148429930210114 614.6630249023438 604.5684814453125 None None None +9 1939 0.24155718088150024 614.6798095703125 604.5822143554688 None None None +9 1940 0.24151137471199036 614.6777954101562 604.58203125 None None None +9 1941 0.2415008693933487 614.6903076171875 604.5950317382812 None None None +9 1942 0.24145358800888062 614.712158203125 604.6188354492188 None None None +9 1943 0.24142155051231384 614.7008056640625 604.6088256835938 None None None +9 1944 0.241400346159935 614.703857421875 604.6127319335938 None None None +9 1945 0.2414061725139618 614.6616821289062 604.5702514648438 None None None +9 1946 0.24137704074382782 614.6695556640625 604.579345703125 None None None +9 1947 0.2413606345653534 614.6840209960938 604.5945434570312 None None None +9 1948 0.24143336713314056 614.7066040039062 604.614013671875 None None None +9 1949 0.24138793349266052 614.7022705078125 604.611572265625 None None None +9 1950 0.24135130643844604 614.7061767578125 604.6170654296875 None None None +9 1951 0.24131865799427032 614.7266845703125 604.638916015625 None None None +9 1952 0.24134454131126404 614.7437744140625 604.6549072265625 None None None +9 1953 0.24132774770259857 614.722412109375 604.6342163085938 None None None +9 1954 0.24154715240001678 614.7208251953125 604.6234741210938 None None None +9 1955 0.24159878492355347 614.6937255859375 604.5941162109375 None None None +9 1956 0.24159544706344604 614.6985473632812 604.59912109375 None None None +9 1957 0.24157044291496277 614.7124633789062 604.6140747070312 None None None +9 1958 0.24155597388744354 614.6884155273438 604.5906372070312 None None None +9 1959 0.241545632481575 614.6846923828125 604.5872802734375 None None None +9 1960 0.24151475727558136 614.702392578125 604.6062622070312 None None None +9 1961 0.2414931207895279 614.713134765625 604.6178588867188 None None None +9 1962 0.2414962351322174 614.7459106445312 604.6505126953125 None None None +9 1963 0.2415163516998291 614.7664184570312 604.670166015625 None None None +9 1964 0.24152648448944092 614.7689208984375 604.6721801757812 None None None +9 1965 0.24152639508247375 614.7694091796875 604.6726684570312 None None None +9 1966 0.24151504039764404 614.771240234375 604.6749267578125 None None None +9 1967 0.2414972484111786 614.7784423828125 604.6829223632812 None None None +9 1968 0.2414509654045105 614.790283203125 604.6967163085938 None None None +9 1969 0.24145714938640594 614.8232421875 604.7293701171875 None None None +9 1970 0.24146407842636108 614.8565063476562 604.7623901367188 None None None +9 1971 0.24145275354385376 614.8716430664062 604.7779541015625 None None None +9 1972 0.24141055345535278 614.8644409179688 604.7724609375 None None None +9 1973 0.24138453602790833 614.8369140625 604.7461547851562 None None None +9 1974 0.24143217504024506 614.8666381835938 604.7738647460938 None None None +9 1975 0.241423562169075 614.854736328125 604.7623291015625 None None None +9 1976 0.24141696095466614 614.8491821289062 604.7570190429688 None None None +9 1977 0.24140195548534393 614.8748779296875 604.7833251953125 None None None +9 1978 0.2413533478975296 614.85791015625 604.7683715820312 None None None +9 1979 0.24135152995586395 614.8587646484375 604.7694091796875 None None None +9 1980 0.24142438173294067 614.856201171875 604.7637329101562 None None None +9 1981 0.2413923740386963 614.8272094726562 604.7361450195312 None None None +9 1982 0.24135398864746094 614.8170776367188 604.7275390625 None None None +9 1983 0.24136078357696533 614.8294677734375 604.7396850585938 None None None +9 1984 0.2413555234670639 614.8057250976562 604.7161254882812 None None None +9 1985 0.2413744330406189 614.8248901367188 604.7344360351562 None None None +9 1986 0.24140670895576477 614.813720703125 604.721923828125 None None None +9 1987 0.24138447642326355 614.8112182617188 604.7203979492188 None None None +9 1988 0.2413986474275589 614.7799682617188 604.6885375976562 None None None +9 1989 0.24141119420528412 614.7625732421875 604.6705932617188 None None None +9 1990 0.2414046972990036 614.7581787109375 604.6664428710938 None None None +9 1991 0.24137772619724274 614.791015625 604.7005004882812 None None None +9 1992 0.2413795441389084 614.7883911132812 604.69775390625 None None None +9 1993 0.24135909974575043 614.799072265625 604.7092895507812 None None None +9 1994 0.24134360253810883 614.7911987304688 604.7021484375 None None None +9 1995 0.24129419028759003 614.802490234375 604.7154541015625 None None None +9 1996 0.24127793312072754 614.8400268554688 604.7536010742188 None None None +9 1997 0.24128615856170654 614.8897705078125 604.8030395507812 None None None +9 1998 0.24128156900405884 614.9102783203125 604.8237915039062 None None None +9 1999 0.24127137660980225 614.8821411132812 604.7960815429688 None None None +9 2000 0.24127744138240814 614.8623657226562 604.7760620117188 None None None +9 2001 0.24143697321414948 614.853515625 604.7605590820312 None None None +9 2002 0.24140845239162445 614.8408813476562 604.7490844726562 None None None +9 2003 0.24141184985637665 614.8812866210938 604.7893676757812 None None None +9 2004 0.24139641225337982 614.923828125 604.8324584960938 None None None +9 2005 0.24137882888317108 614.9395751953125 604.8489379882812 None None None +9 2006 0.2413410097360611 614.910888671875 604.8218383789062 None None None +9 2007 0.24132415652275085 614.9297485351562 604.84130859375 None None None +9 2008 0.24134035408496857 614.9370727539062 604.8480834960938 None None None +9 2009 0.2413579523563385 614.9476318359375 604.8578491210938 None None None +9 2010 0.2413301020860672 614.9519653320312 604.8633422851562 None None None +9 2011 0.2413536161184311 614.9716796875 604.8820190429688 None None None +9 2012 0.24131402373313904 614.9454345703125 604.857421875 None None None +9 2013 0.24128982424736023 614.9574584960938 604.8705444335938 None None None +9 2014 0.24130895733833313 614.9392700195312 604.8515014648438 None None None +9 2015 0.24129100143909454 614.94775390625 604.8606567382812 None None None +9 2016 0.24129712581634521 614.9434204101562 604.8560791015625 None None None +9 2017 0.24133075773715973 614.9527587890625 604.864013671875 None None None +9 2018 0.2413225620985031 614.9417114257812 604.8533325195312 None None None +9 2019 0.24129004776477814 614.9248657226562 604.837890625 None None None +9 2020 0.2412668615579605 614.8946533203125 604.8086547851562 None None None +9 2021 0.24127040803432465 614.896728515625 604.810546875 None None None +9 2022 0.24135155975818634 614.8671875 604.7776489257812 None None None +9 2023 0.24135753512382507 614.8798217773438 604.7899780273438 None None None +9 2024 0.24138686060905457 614.8882446289062 604.7971801757812 None None None +9 2025 0.24138528108596802 614.8718872070312 604.7808227539062 None None None +9 2026 0.24145539104938507 614.9188232421875 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614.991943359375 604.8992919921875 None None None +9 2040 0.2413998395204544 615.0198364257812 604.9283447265625 None None None +9 2041 0.2413952797651291 615.0098266601562 604.9185180664062 None None None +9 2042 0.24142193794250488 615.0099487304688 604.9175415039062 None None None +9 2043 0.24139870703220367 615.0394897460938 604.947998046875 None None None +9 2044 0.2413754016160965 615.067138671875 604.9765625 None None None +9 2045 0.24133910238742828 615.1239624023438 605.0349731445312 None None None +9 2046 0.24134422838687897 615.1239013671875 605.03466796875 None None None +9 2047 0.24137930572032928 615.1223754882812 605.0316772460938 None None None +9 2048 0.24137932062149048 615.1121215820312 605.0214233398438 None None None +9 2049 0.2413960099220276 615.1287231445312 605.0372924804688 None None None +9 2050 0.2413906753063202 615.140625 605.0494384765625 None None None +9 2051 0.2413964867591858 615.160888671875 605.0694580078125 None None None +9 2052 0.24138864874839783 615.1686401367188 605.0775146484375 None None None +9 2053 0.2416854202747345 615.18115234375 605.07763671875 None None None +9 2054 0.2416454255580902 615.1940307617188 605.0921630859375 None None None +9 2055 0.24161244928836823 615.2061767578125 605.1056518554688 None None None +9 2056 0.24161094427108765 615.2446899414062 605.144287109375 None None None +9 2057 0.24160560965538025 615.2730102539062 605.1727905273438 None None None +9 2058 0.24158142507076263 615.2654418945312 605.1661987304688 None None None +9 2059 0.2415628731250763 615.2440185546875 605.1455688476562 None None None +9 2060 0.24156925082206726 615.2115478515625 605.11279296875 None None None +9 2061 0.24154072999954224 615.1985473632812 605.1010131835938 None None None +9 2062 0.24155806005001068 615.197021484375 605.0988159179688 None None None +9 2063 0.2415248304605484 615.222412109375 605.1255493164062 None None None +9 2064 0.24158118665218353 615.2576904296875 605.158447265625 None None None +9 2065 0.2415444403886795 615.24853515625 605.15087890625 None None None +9 2066 0.24153636395931244 615.2493896484375 605.1520385742188 None None None +9 2067 0.24151858687400818 615.246826171875 605.150146484375 None None None +9 2068 0.24148905277252197 615.2487182617188 605.1533203125 None None None +9 2069 0.24143953621387482 615.2343139648438 605.1409912109375 None None None +9 2070 0.2414562851190567 615.2374267578125 605.1434326171875 None None None +9 2071 0.24142776429653168 615.2343139648438 605.1414794921875 None None None +9 2072 0.24138472974300385 615.2542114257812 605.1631469726562 None None None +9 2073 0.24133875966072083 615.2257080078125 605.1365966796875 None None None +9 2074 0.24134980142116547 615.2677612304688 605.17822265625 None None None +9 2075 0.24132028222084045 615.2509155273438 605.16259765625 None None None +9 2076 0.24129216372966766 615.2263793945312 605.1392822265625 None None None +9 2077 0.2413019984960556 615.2056884765625 605.1181640625 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0.23258741199970245 613.267333984375 603.54541015625 None None None +10 2005 0.2325631082057953 613.2581176757812 603.5372314453125 None None None +10 2006 0.23252816498279572 613.294189453125 603.5747680664062 None None None +10 2007 0.23257341980934143 613.2855224609375 603.564208984375 None None None +10 2008 0.23252734541893005 613.3084716796875 603.5890502929688 None None None +10 2009 0.23249228298664093 613.2732543945312 603.5552978515625 None None None +10 2010 0.23247841000556946 613.2803955078125 603.5630493164062 None None None +10 2011 0.23245176672935486 613.2711791992188 603.5549926757812 None None None +10 2012 0.2326454073190689 613.284912109375 603.5606689453125 None None None +10 2013 0.23262134194374084 613.2698974609375 603.546630859375 None None None +10 2014 0.23262909054756165 613.2887573242188 603.565185546875 None None None +10 2015 0.23261737823486328 613.3145141601562 603.5914916992188 None None None +10 2016 0.2325878143310547 613.3330688476562 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0.18879243731498718 604.00537109375 596.1143798828125 None None None +16 1951 0.18879170715808868 604.028564453125 596.1376342773438 None None None +16 1952 0.18873703479766846 604.0098876953125 596.1211547851562 None None None +16 1953 0.1887316256761551 604.0066528320312 596.1181640625 None None None +16 1954 0.18871676921844482 604.0084228515625 596.1205444335938 None None None +16 1955 0.18871884047985077 603.987060546875 596.09912109375 None None None +16 1956 0.18868958950042725 603.9981079101562 596.111328125 None None None +16 1957 0.188796266913414 603.985107421875 596.0938720703125 None None None +16 1958 0.18882305920124054 603.9794311523438 596.0870971679688 None None None +16 1959 0.18880118429660797 603.9912719726562 596.0997924804688 None None None +16 1960 0.18877284228801727 603.9671630859375 596.0768432617188 None None None +16 1961 0.18875552713871002 603.9727172851562 596.0831298828125 None None None +16 1962 0.18885363638401031 603.959716796875 596.0660400390625 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601.3579711914062 593.7442016601562 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1901691c26b6315123d63585bacc521a7dec55a --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/model_outputs/models/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/new_model_format/bias_model_scaled.tar with get_new_tf_model_format.py diff --git a/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..7c9204df6cc94c64f359c12b2eb5f625f03fe788 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 0.0 +counts_sum_max_thresh 10651.59 +trainings_pts_post_thresh 192867 diff --git a/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cbf368a56a1c46009e6a0feeda0db225e15b58c --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/model_outputs/models/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..fe4933293f257c8bc8824c1326e10b813a0e88dc --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 41.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/model_outputs/models/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_1.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ea3aebb85cb64d7c264faecf1b002ea1c53568c --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR923VTG/logfile.modelling.fold_1.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/model_outputs/models/chrombpnet_nobias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_1/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git 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b/fold_1/model.bias_scaled.fold_1.ENCSR923VTG.h5 new file mode 100644 index 0000000000000000000000000000000000000000..5f690592dc7dc488a576115068e032a933eeaa5f --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR923VTG.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e50b405bf015b2ddd8df052ebf24a51c95bd9d9a5be71a30b18a0f3f970aec5f +size 2691928 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR923VTG.tar b/fold_1/model.bias_scaled.fold_1.ENCSR923VTG.tar new file mode 100644 index 0000000000000000000000000000000000000000..4fe51643ca0ac6f6e215f64ef9f3c2c67ed36863 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR923VTG.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:335439a0e703650a13562d07d4f2421fc3bc17cd21759843fa46ff99130d0534 +size 1198080 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR923VTG.h5 b/fold_1/model.chrombpnet.fold_1.ENCSR923VTG.h5 new file mode 100644 index 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1.838781714439392 769.818603515625 693.1402587890625 None None None +0 1795 1.8379051685333252 769.8206787109375 693.178955078125 None None None +0 1796 1.8370734453201294 769.7835083007812 693.1764526367188 None None None +0 1797 1.836197853088379 769.7100830078125 693.1395263671875 None None None +0 1798 1.8354445695877075 769.6844482421875 693.145263671875 None None None +0 1799 1.8346103429794312 769.6550903320312 693.1507568359375 None None None +0 1800 1.8338384628295898 769.6668701171875 693.1947021484375 None None None +0 1801 1.8329799175262451 769.5835571289062 693.1470947265625 None None None +0 1802 1.8321266174316406 769.4949340820312 693.0940551757812 None None None +0 1803 1.8312746286392212 769.3978271484375 693.0325317382812 None None None +0 1804 1.8306382894515991 769.3696899414062 693.0308837890625 None None None +0 1805 1.8298976421356201 769.2870483398438 692.9791870117188 None None None +0 1806 1.8290654420852661 769.1924438476562 692.9192504882812 None None None 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1.8087362051010132 767.8594360351562 692.433837890625 None None None +0 1834 1.807963490486145 767.8527221679688 692.4592895507812 None None None +0 1835 1.80735445022583 767.83984375 692.4718627929688 None None None +0 1836 1.8065909147262573 767.8336791992188 692.4974975585938 None None None +0 1837 1.8057893514633179 767.7702026367188 692.467529296875 None None None +0 1838 1.8049654960632324 767.685546875 692.417236328125 None None None +0 1839 1.804229497909546 767.6137084960938 692.3760986328125 None None None +0 1840 1.8034793138504028 767.5614624023438 692.3551635742188 None None None +0 1841 1.8027076721191406 767.5695190429688 692.3953857421875 None None None +0 1842 1.8020548820495605 767.540283203125 692.3932495117188 None None None +0 1843 1.8013356924057007 767.5047607421875 692.3877563476562 None None None +0 1844 1.8005613088607788 767.444580078125 692.3599243164062 None None None +0 1845 1.7997843027114868 767.379150390625 692.3267822265625 None None None +0 1846 1.7992825508117676 767.3157958984375 692.2843627929688 None None None +0 1847 1.7984815835952759 767.261474609375 692.263427734375 None None None +0 1848 1.7977972030639648 767.2033081054688 692.2338256835938 None None None +0 1849 1.7971428632736206 767.151123046875 692.2089233398438 None None None +0 1850 1.7965160608291626 767.0756225585938 692.1595458984375 None None None +0 1851 1.7956818342208862 767.0213012695312 692.1400146484375 None None None +0 1852 1.7949086427688599 766.9677734375 692.1187744140625 None None None +0 1853 1.7940715551376343 766.9019165039062 692.0878295898438 None None None +0 1854 1.7932738065719604 766.8646850585938 692.0838623046875 None None None +0 1855 1.7924860715866089 766.78515625 692.0371704101562 None None None +0 1856 1.7916935682296753 766.7059936523438 691.990966796875 None None None +0 1857 1.7909200191497803 766.6965942382812 692.0138549804688 None None None +0 1858 1.7901774644851685 766.62939453125 691.9776611328125 None None None +0 1859 1.789326786994934 766.5472412109375 691.9309692382812 None None None +0 1860 1.7885375022888184 766.4833984375 691.9000244140625 None None None +0 1861 1.7877031564712524 766.4142456054688 691.8656616210938 None None None +0 1862 1.7869071960449219 766.3486328125 691.8331909179688 None None None +0 1863 1.7861406803131104 766.314453125 691.8309936523438 None None None +0 1864 1.7853494882583618 766.2839965820312 691.83349609375 None None None +0 1865 1.7845672369003296 766.2183837890625 691.8004760742188 None None None +0 1866 1.7837852239608765 766.1689453125 691.7836303710938 None None None +0 1867 1.783025860786438 766.0729370117188 691.7192993164062 None None None +0 1868 1.7823071479797363 765.9970703125 691.6734008789062 None None None +0 1869 1.7816638946533203 765.9625244140625 691.6657104492188 None None None +0 1870 1.7811046838760376 765.97021484375 691.69677734375 None None None +0 1871 1.7803093194961548 765.95361328125 691.7132568359375 None None None +0 1872 1.7796165943145752 765.9012451171875 691.6898193359375 None None None +0 1873 1.7788171768188477 765.866943359375 691.6888427734375 None None None +0 1874 1.7781004905700684 765.8441162109375 691.6959228515625 None None None +0 1875 1.7773185968399048 765.7562255859375 691.640625 None None None +0 1876 1.7766371965408325 765.734619140625 691.6474609375 None None None +0 1877 1.7759231328964233 765.7196655273438 691.662353515625 None None None +0 1878 1.7752002477645874 765.67578125 691.6486206054688 None None None +0 1879 1.77443528175354 765.6901245117188 691.69482421875 None None None +0 1880 1.7737294435501099 765.6405029296875 691.6746215820312 None None None +0 1881 1.7731941938400269 765.6471557617188 691.70361328125 None None None +0 1882 1.7724926471710205 765.587890625 691.6736450195312 None None None +0 1883 1.7718005180358887 765.567626953125 691.6822509765625 None None None +0 1884 1.7712421417236328 765.5380859375 691.6759033203125 None None None +0 1885 1.7706685066223145 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764.8970336914062 691.438232421875 None None None +0 1899 1.7607951164245605 764.8027954101562 691.3763427734375 None None None +0 1900 1.7600445747375488 764.7368774414062 691.3417358398438 None None None +0 1901 1.759283423423767 764.6893310546875 691.3258666992188 None None None +0 1902 1.7586816549301147 764.6487426757812 691.3103637695312 None None None +0 1903 1.7579524517059326 764.5816040039062 691.2736206054688 None None None +0 1904 1.757201075553894 764.5128784179688 691.2362670898438 None None None +0 1905 1.7563918828964233 764.4151611328125 691.1722412109375 None None None +0 1906 1.7556020021438599 764.3421630859375 691.1322021484375 None None None +0 1907 1.7548396587371826 764.3511352539062 691.1729736328125 None None None +0 1908 1.7542399168014526 764.2886352539062 691.1354370117188 None None None +0 1909 1.753508448600769 764.2557373046875 691.133056640625 None None None +0 1910 1.7529501914978027 764.1746826171875 691.0753173828125 None None None +0 1911 1.7521904706954956 764.152099609375 691.0844116210938 None None None +0 1912 1.7516067028045654 764.1448364257812 691.1015014648438 None None None +0 1913 1.750828504562378 764.1388549804688 691.1279907226562 None None None +0 1914 1.7503600120544434 764.0850219726562 691.0936889648438 None None None +0 1915 1.74971604347229 764.017333984375 691.0528564453125 None None None +0 1916 1.7490899562835693 763.9939575195312 691.0555419921875 None None None +0 1917 1.7484034299850464 763.96728515625 691.0575561523438 None None None +0 1918 1.747706651687622 763.9468994140625 691.066162109375 None None None +0 1919 1.7469274997711182 763.8917846679688 691.04345703125 None None None +0 1920 1.7462407350540161 763.86328125 691.0435791015625 None None None +0 1921 1.7455196380615234 763.7772827148438 690.9876708984375 None None None +0 1922 1.7448097467422485 763.7156372070312 690.9556274414062 None None None +0 1923 1.7441222667694092 763.6925048828125 690.961181640625 None None None +0 1924 1.7433761358261108 763.60791015625 690.90771484375 None None None +0 1925 1.7426215410232544 763.533203125 690.864501953125 None None None +0 1926 1.7422038316726685 763.44580078125 690.7944946289062 None None None +0 1927 1.7416740655899048 763.4168090820312 690.78759765625 None None None +0 1928 1.7409683465957642 763.4094848632812 690.8096923828125 None None None +0 1929 1.7402534484863281 763.3654174804688 690.79541015625 None None None +0 1930 1.7395528554916382 763.3399047851562 690.7991333007812 None None None +0 1931 1.7387739419937134 763.2816772460938 690.7734375 None None None +0 1932 1.738049864768982 763.206787109375 690.7286987304688 None None None +0 1933 1.7372945547103882 763.1639404296875 690.7173461914062 None None None +0 1934 1.7365785837173462 763.116455078125 690.6997680664062 None None None +0 1935 1.7358627319335938 763.1224975585938 690.7356567382812 None None None +0 1936 1.7350997924804688 763.0520629882812 690.6970825195312 None None None +0 1937 1.734379768371582 763.0692749023438 690.7442626953125 None None None +0 1938 1.733681321144104 763.006103515625 690.710205078125 None None None +0 1939 1.7330433130264282 762.9827880859375 690.7135009765625 None None None +0 1940 1.732322096824646 762.9395141601562 690.7003173828125 None None None +0 1941 1.7315863370895386 762.892333984375 690.6838989257812 None None None +0 1942 1.7309752702713013 762.8025512695312 690.6195678710938 None None None +0 1943 1.730242371559143 762.7158203125 690.5633544921875 None None None +0 1944 1.7295018434524536 762.6422119140625 690.5205688476562 None None None +0 1945 1.7287603616714478 762.6201782226562 690.5294189453125 None None None +0 1946 1.7281217575073242 762.5836791992188 690.5195922851562 None None None +0 1947 1.7273300886154175 762.5269775390625 690.495849609375 None None None +0 1948 1.726719617843628 762.4739379882812 690.4683227539062 None None None +0 1949 1.7259899377822876 762.478271484375 690.5030517578125 None None None +0 1950 1.725240707397461 762.4103393554688 690.4663696289062 None None None +0 1951 1.7244985103607178 762.3636474609375 690.4505615234375 None None None +0 1952 1.7237913608551025 762.345947265625 690.4622802734375 None None None +0 1953 1.7231556177139282 762.3306884765625 690.4735717773438 None None None +0 1954 1.7224920988082886 762.2772827148438 690.4478149414062 None None None +0 1955 1.7217830419540405 762.1982421875 690.3983764648438 None None None +0 1956 1.7212495803833008 762.1807861328125 690.4031372070312 None None None +0 1957 1.7206820249557495 762.130859375 690.376953125 None None None +0 1958 1.720146656036377 762.1083374023438 690.3767700195312 None None None +0 1959 1.7194243669509888 762.0701293945312 690.3687133789062 None None None +0 1960 1.7188912630081177 762.0512084960938 690.3720703125 None None None +0 1961 1.7181967496871948 762.0458374023438 690.3956298828125 None None None +0 1962 1.7174639701843262 762.0394287109375 690.4197387695312 None None None +0 1963 1.7168781757354736 761.9915771484375 690.396240234375 None None None +0 1964 1.7162140607833862 761.9630737304688 690.3953857421875 None None None +0 1965 1.7155249118804932 761.9083862304688 690.3695068359375 None None None +0 1966 1.7148505449295044 761.8438720703125 690.3330688476562 None None None +0 1967 1.7141871452331543 761.7998046875 690.316650390625 None None None +0 1968 1.7135587930679321 761.7330322265625 690.276123046875 None None None +0 1969 1.7129122018814087 761.7169189453125 690.2869262695312 None None None +0 1970 1.7122210264205933 761.66259765625 690.2614135742188 None None None +0 1971 1.711485743522644 761.5668334960938 690.1963500976562 None None None +0 1972 1.7108181715011597 761.5311279296875 690.1884155273438 None None None +0 1973 1.7103837728500366 761.4764404296875 690.15185546875 None None None +0 1974 1.709715723991394 761.4365234375 690.1398315429688 None None None +0 1975 1.7090182304382324 761.3870849609375 690.1195068359375 None None None +0 1976 1.7083921432495117 761.39208984375 690.1505126953125 None None None +0 1977 1.707787036895752 761.3525390625 690.1361694335938 None None None +0 1978 1.7073135375976562 761.3120727539062 690.115478515625 None None None +0 1979 1.7066251039505005 761.2501831054688 690.0823364257812 None None None +0 1980 1.705918312072754 761.2008666992188 690.0623779296875 None None None +0 1981 1.705345869064331 761.2092895507812 690.0947875976562 None None None +0 1982 1.7047536373138428 761.2318115234375 690.1419677734375 None None None +0 1983 1.704085111618042 761.1810913085938 690.1190795898438 None None None +0 1984 1.7034310102462769 761.12890625 690.0941772460938 None None None +0 1985 1.7027373313903809 761.1099853515625 690.1043090820312 None None None +0 1986 1.7022353410720825 761.0467529296875 690.06201171875 None None None +0 1987 1.701562762260437 761.006591796875 690.0499267578125 None None None +0 1988 1.7008589506149292 760.955078125 690.0277709960938 None None None +0 1989 1.7001910209655762 760.928466796875 690.0289916992188 None None None +0 1990 1.6994717121124268 760.8607177734375 689.9912109375 None None None +0 1991 1.6989166736602783 760.8592529296875 690.0128784179688 None None None +0 1992 1.6983171701431274 760.8021240234375 689.9807739257812 None None None +0 1993 1.6976262331008911 760.7598266601562 689.96728515625 None None None +0 1994 1.6971156597137451 760.714111328125 689.94287109375 None None None +0 1995 1.6964688301086426 760.7107543945312 689.9664916992188 None None None +0 1996 1.6957709789276123 760.6255493164062 689.9104614257812 None None None +0 1997 1.6950653791427612 760.5635986328125 689.8778686523438 None None None +0 1998 1.694411277770996 760.5260620117188 689.8676147460938 None None None +0 1999 1.6937360763549805 760.5274658203125 689.897216796875 None None None +0 2000 1.6930512189865112 760.4876098632812 689.8858642578125 None None None +0 2001 1.692345142364502 760.41650390625 689.84423828125 None None None +0 2002 1.6917738914489746 760.3514404296875 689.802978515625 None None None +0 2003 1.691098928451538 760.3246459960938 689.8043823242188 None None None +0 2004 1.6904982328414917 760.2682495117188 689.7730102539062 None None None +0 2005 1.6898512840270996 760.186767578125 689.718505859375 None None None +0 2006 1.689208984375 760.1475830078125 689.7061157226562 None None None +0 2007 1.6885923147201538 760.1209716796875 689.7052001953125 None None None +0 2008 1.6879853010177612 760.1220092773438 689.7315673828125 None None None +0 2009 1.6873509883880615 760.0756225585938 689.7116088867188 None None None +0 2010 1.68666672706604 760.0374755859375 689.7019653320312 None None None +0 2011 1.68598210811615 759.9557495117188 689.6488037109375 None None None +0 2012 1.6853219270706177 759.9263305664062 689.6468505859375 None None None +0 2013 1.684641718864441 759.8877563476562 689.6366577148438 None None None +0 2014 1.684043288230896 759.8322143554688 689.6061401367188 None None None +0 2015 1.6833723783493042 759.8106079101562 689.612548828125 None None None +0 2016 1.6828030347824097 759.8008422851562 689.6265258789062 None None None +0 2017 1.6821420192718506 759.774658203125 689.6278686523438 None None None +0 2018 1.6814379692077637 759.7110595703125 689.5936279296875 None None None +0 2019 1.6807548999786377 759.6795043945312 689.590576171875 None None None +0 2020 1.680050253868103 759.6220703125 689.5625610351562 None None None +0 2021 1.6793622970581055 759.5265502929688 689.4956665039062 None None None +0 2022 1.6788091659545898 759.4364624023438 689.4286499023438 None None None +0 2023 1.678185224533081 759.3841552734375 689.40234375 None None None +0 2024 1.6774970293045044 759.3233032226562 689.3701782226562 None None None +0 2025 1.676923394203186 759.345947265625 689.4166870117188 None None None +0 2026 1.6762373447418213 759.3253173828125 689.4247436523438 None None None +0 2027 1.6756569147109985 759.2350463867188 689.358642578125 None None None +0 2028 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None +2 1943 0.3334730863571167 653.9879150390625 640.082275390625 None None None +2 1944 0.3334495425224304 654.01611328125 640.1113891601562 None None None +2 1945 0.33339259028434753 654.0026245117188 640.1002807617188 None None None +2 1946 0.3332968056201935 653.9660034179688 640.0676879882812 None None None +2 1947 0.33327537775039673 653.9434204101562 640.0460205078125 None None None +2 1948 0.33321839570999146 653.9347534179688 640.0397338867188 None None None +2 1949 0.3331618309020996 653.9220581054688 640.0294189453125 None None None +2 1950 0.33316484093666077 653.9111328125 640.0183715820312 None None None +2 1951 0.3331160545349121 653.894775390625 640.0040893554688 None None None +2 1952 0.33310285210609436 653.8963623046875 640.0062866210938 None None None +2 1953 0.3330584764480591 653.8617553710938 639.9735107421875 None None None +2 1954 0.3331170976161957 653.8193969726562 639.9287109375 None None None +2 1955 0.3330465853214264 653.7682495117188 639.8805541992188 None None None +2 1956 0.33302152156829834 653.7810668945312 639.8944091796875 None None None +2 1957 0.3329578936100006 653.7522583007812 639.8682861328125 None None None +2 1958 0.33293530344963074 653.7494506835938 639.8663940429688 None None None +2 1959 0.33292141556739807 653.7799072265625 639.8973999023438 None None None +2 1960 0.3330264985561371 653.8232421875 639.9364013671875 None None None +2 1961 0.33303630352020264 653.8543090820312 639.967041015625 None None None +2 1962 0.33301815390586853 653.88037109375 639.9938354492188 None None None +2 1963 0.33303388953208923 653.8912353515625 640.0040893554688 None None None +2 1964 0.33298590779304504 653.8644409179688 639.9793090820312 None None None +2 1965 0.33291587233543396 653.8136596679688 639.931396484375 None None None +2 1966 0.3329019248485565 653.813232421875 639.9315185546875 None None None +2 1967 0.33291423320770264 653.79931640625 639.9171752929688 None None None +2 1968 0.33288127183914185 653.8180541992188 639.9371948242188 None None None +2 1969 0.3329210579395294 653.8349609375 639.952392578125 None None None +2 1970 0.3328689634799957 653.8139038085938 639.9335327148438 None None None +2 1971 0.3328614830970764 653.8323364257812 639.9522705078125 None None None +2 1972 0.3327976167201996 653.822021484375 639.9446411132812 None None None +2 1973 0.3327900767326355 653.8328247070312 639.9557495117188 None None None +2 1974 0.3328309953212738 653.8224487304688 639.9436645507812 None None None +2 1975 0.33283013105392456 653.7821044921875 639.9033203125 None None None +2 1976 0.33295726776123047 653.8272705078125 639.9431762695312 None None None +2 1977 0.33292749524116516 653.8008422851562 639.9180297851562 None None None +2 1978 0.3328996002674103 653.8267822265625 639.9451293945312 None None None +2 1979 0.3328355848789215 653.8273315429688 639.9483032226562 None None None +2 1980 0.33277541399002075 653.8506469726562 639.97412109375 None None None +2 1981 0.3327648341655731 653.86572265625 639.9896850585938 None None None +2 1982 0.33272624015808105 653.8826293945312 640.0081176757812 None None None +2 1983 0.3326558768749237 653.8890991210938 640.017578125 None None None +2 1984 0.3325926959514618 653.9191284179688 640.0502319335938 None None None +2 1985 0.3326112627983093 653.8964233398438 640.0267333984375 None None None +2 1986 0.33260661363601685 653.8878173828125 640.0184326171875 None None None +2 1987 0.33254775404930115 653.8916015625 640.024658203125 None None None +2 1988 0.33251458406448364 653.8784790039062 640.0128784179688 None None None +2 1989 0.3324909210205078 653.8819580078125 640.0173950195312 None None None +2 1990 0.3324694335460663 653.8638916015625 640.0001831054688 None None None +2 1991 0.33248066902160645 653.8809814453125 640.016845703125 None None None +2 1992 0.33248814940452576 653.8827514648438 640.0182495117188 None None None +2 1993 0.3324717879295349 653.8788452148438 640.0150756835938 None None None +2 1994 0.33243897557258606 653.883544921875 640.0211181640625 None None None +2 1995 0.33235296607017517 653.9069213867188 640.048095703125 None None None +2 1996 0.33231475949287415 653.9014282226562 640.044189453125 None None None +2 1997 0.3322742283344269 653.9055786132812 640.050048828125 None None None +2 1998 0.33223485946655273 653.9307861328125 640.076904296875 None None None +2 1999 0.33219316601753235 653.949462890625 640.0973510742188 None None None +2 2000 0.3321462869644165 653.9862670898438 640.1361694335938 None None None +2 2001 0.33212539553642273 653.9505004882812 640.1012573242188 None None None +2 2002 0.33214449882507324 653.936767578125 640.0866088867188 None None None +2 2003 0.3321189880371094 653.9271240234375 640.0780639648438 None None None +2 2004 0.33215415477752686 653.9361572265625 640.085693359375 None None None +2 2005 0.33212366700172424 653.9781494140625 640.1289672851562 None None None +2 2006 0.3320962190628052 653.9415893554688 640.0935668945312 None 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0.30749863386154175 645.6982421875 632.8750610351562 None None None +3 1986 0.307560533285141 645.666259765625 632.8404541015625 None None None +3 1987 0.30755308270454407 645.6867065429688 632.8611450195312 None None None +3 1988 0.3075537383556366 645.6640625 632.8385620117188 None None None +3 1989 0.30750909447669983 645.6922607421875 632.8685913085938 None None None +3 1990 0.30745163559913635 645.688720703125 632.8674926757812 None None None +3 1991 0.3074563145637512 645.6895751953125 632.8681030273438 None None None +3 1992 0.30740901827812195 645.6343994140625 632.81494140625 None None None +3 1993 0.3073594272136688 645.5826416015625 632.7652587890625 None None None +3 1994 0.3073869049549103 645.5846557617188 632.76611328125 None None None +3 1995 0.30738356709480286 645.5921630859375 632.7738037109375 None None None +3 1996 0.30738556385040283 645.5836791992188 632.7651977539062 None None None +3 1997 0.30738070607185364 645.6075439453125 632.7892456054688 None None None +3 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None +4 1899 0.2857503294944763 636.23046875 624.3140869140625 None None None +4 1900 0.2857304513454437 636.2049560546875 624.2893676757812 None None None +4 1901 0.28575587272644043 636.2129516601562 624.2963256835938 None None None +4 1902 0.2857450842857361 636.2413940429688 624.3252563476562 None None None +4 1903 0.2858000695705414 636.2376098632812 624.3192138671875 None None None +4 1904 0.28576961159706116 636.2501220703125 624.3330078125 None None None +4 1905 0.2858036160469055 636.2323608398438 624.3137817382812 None None None +4 1906 0.28592854738235474 636.2308349609375 624.3070678710938 None None None +4 1907 0.2859497666358948 636.21728515625 624.2926635742188 None None None +4 1908 0.2859293222427368 636.2372436523438 624.3134765625 None None None +4 1909 0.2859116792678833 636.2084350585938 624.285400390625 None None None +4 1910 0.2859131097793579 636.2211303710938 624.298095703125 None None None +4 1911 0.28588151931762695 636.2374267578125 624.315673828125 None 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None None None +4 1925 0.2857162654399872 636.287109375 624.3720703125 None None None +4 1926 0.28568169474601746 636.2979736328125 624.3843994140625 None None None +4 1927 0.2856898307800293 636.2893676757812 624.3754272460938 None None None +4 1928 0.28564780950546265 636.2840576171875 624.3719482421875 None None None +4 1929 0.2856103181838989 636.3002319335938 624.3897094726562 None None None +4 1930 0.285573810338974 636.2802124023438 624.3711547851562 None None None +4 1931 0.2855529487133026 636.3116455078125 624.4034423828125 None None None +4 1932 0.28553658723831177 636.3140258789062 624.406494140625 None None None +4 1933 0.28549739718437195 636.2930297851562 624.3871459960938 None None None +4 1934 0.2854667901992798 636.316162109375 624.4115600585938 None None None +4 1935 0.28544509410858154 636.301513671875 624.3977661132812 None None None +4 1936 0.2853882610797882 636.3065185546875 624.4051513671875 None None None +4 1937 0.2853536903858185 636.3154296875 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636.2730102539062 624.383544921875 None None None +4 1951 0.285060316324234 636.2916870117188 624.4039916992188 None None None +4 1952 0.28503283858299255 636.2683715820312 624.3818359375 None None None +4 1953 0.2850281596183777 636.2557373046875 624.3694458007812 None None None +4 1954 0.2850048243999481 636.2807006835938 624.3953247070312 None None None +4 1955 0.2849864661693573 636.3051147460938 624.4204711914062 None None None +4 1956 0.2849951386451721 636.2728271484375 624.3878173828125 None None None +4 1957 0.28499433398246765 636.2726440429688 624.3876953125 None None None +4 1958 0.2850115895271301 636.2237548828125 624.3380737304688 None None None +4 1959 0.28495123982429504 636.2705078125 624.3873901367188 None None None +4 1960 0.2849391996860504 636.2438354492188 624.3611450195312 None None None +4 1961 0.28509461879730225 636.2235717773438 624.3344116210938 None None None +4 1962 0.2851216495037079 636.2313232421875 624.341064453125 None None None +4 1963 0.28512200713157654 636.2393798828125 624.34912109375 None None None +4 1964 0.2851067781448364 636.254638671875 624.364990234375 None None None +4 1965 0.285082072019577 636.2369995117188 624.3484497070312 None None None +4 1966 0.28517216444015503 636.2443237304688 624.3519897460938 None None None +4 1967 0.2851363718509674 636.2196655273438 624.3287353515625 None None None +4 1968 0.2851467728614807 636.2362060546875 624.3449096679688 None None None +4 1969 0.2851162254810333 636.199951171875 624.3098754882812 None None None +4 1970 0.2850722372531891 636.186767578125 624.298583984375 None None None +4 1971 0.2850995361804962 636.1942749023438 624.304931640625 None None None +4 1972 0.2851234972476959 636.2217407226562 624.3314208984375 None None None +4 1973 0.2850525379180908 636.2032470703125 624.31591796875 None None None +4 1974 0.2850998342037201 636.1917114257812 624.3024291992188 None None None +4 1975 0.28509241342544556 636.2156372070312 624.3265991210938 None None None +4 1976 0.28510555624961853 636.181640625 624.2920532226562 None None None +4 1977 0.28526100516319275 636.1672973632812 624.2711791992188 None None None +4 1978 0.2852521240711212 636.1412963867188 624.24560546875 None None None +4 1979 0.2852496802806854 636.1338500976562 624.23828125 None None None +4 1980 0.2852934002876282 636.1431884765625 624.2457885742188 None None None +4 1981 0.2853443920612335 636.1370239257812 624.2374877929688 None None None +4 1982 0.285327672958374 636.1742553710938 624.2753295898438 None None None +4 1983 0.28533709049224854 636.1636352539062 624.2642822265625 None None None +4 1984 0.2853858768939972 636.1712646484375 624.2698974609375 None None None +4 1985 0.2853452265262604 636.1736450195312 624.2739868164062 None None None +4 1986 0.2853468060493469 636.1817626953125 624.2820434570312 None None None +4 1987 0.28528204560279846 636.1654052734375 624.2684326171875 None None None +4 1988 0.28525903820991516 636.1350708007812 624.239013671875 None None None +4 1989 0.28526902198791504 636.15087890625 624.25439453125 None None None +4 1990 0.28525567054748535 636.1489868164062 624.2530517578125 None None None +4 1991 0.2852851152420044 636.1387939453125 624.2416381835938 None None None +4 1992 0.2852427363395691 636.1597290039062 624.2643432617188 None None None +4 1993 0.2853311002254486 636.229736328125 624.3306884765625 None None None +4 1994 0.2853156626224518 636.2633666992188 624.3649291992188 None None None +4 1995 0.2855127453804016 636.271240234375 624.3646240234375 None None None +4 1996 0.28563642501831055 636.2989501953125 624.3871459960938 None None None +4 1997 0.2856725752353668 636.2938842773438 624.3805541992188 None None None +4 1998 0.2857305109500885 636.2845458984375 624.3688354492188 None None None +4 1999 0.28573742508888245 636.2941284179688 624.3781127929688 None None None +4 2000 0.28588008880615234 636.2722778320312 624.3504028320312 None None None +4 2001 0.2859167754650116 636.2757568359375 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636.3551635742188 624.4345703125 None None None +4 2015 0.285826712846756 636.3557739257812 624.4363403320312 None None None +4 2016 0.28576478362083435 636.3253784179688 624.408447265625 None None None +4 2017 0.28575727343559265 636.3390502929688 624.4224243164062 None None None +4 2018 0.28580158948898315 636.3477172851562 624.4292602539062 None None None +4 2019 0.28581687808036804 636.3596801757812 624.4406127929688 None None None +4 2020 0.28580743074417114 636.3433837890625 624.4247436523438 None None None +4 2021 0.28583067655563354 636.354248046875 624.4345703125 None None None +4 2022 0.2858239412307739 636.3186645507812 624.3992919921875 None None None +4 2023 0.2858388423919678 636.3036499023438 624.3836669921875 None None None +4 2024 0.28583455085754395 636.2982177734375 624.37841796875 None None None +4 2025 0.28587910532951355 636.2745361328125 624.3528442382812 None None None +4 2026 0.28584498167037964 636.2645263671875 624.3442993164062 None None None +4 2027 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None +5 1789 0.2762666642665863 632.3408813476562 620.8204956054688 None None None +5 1790 0.27624887228012085 632.3572387695312 620.8375854492188 None None None +5 1791 0.2762165665626526 632.3773803710938 620.8590698242188 None None None +5 1792 0.27617621421813965 632.34521484375 620.82861328125 None None None +5 1793 0.2763160467147827 632.3547973632812 620.8323364257812 None None None +5 1794 0.2762950658798218 632.3241577148438 620.8026123046875 None None None +5 1795 0.2763065993785858 632.3262939453125 620.8042602539062 None None None +5 1796 0.27631106972694397 632.3804931640625 620.8582763671875 None None None +5 1797 0.2763044834136963 632.396728515625 620.874755859375 None None None +5 1798 0.27631962299346924 632.4215698242188 620.8989868164062 None None None +5 1799 0.276272177696228 632.4210815429688 620.900390625 None None None +5 1800 0.27621057629585266 632.4100952148438 620.8919677734375 None None None +5 1801 0.27616769075393677 632.4274291992188 620.9110717773438 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None +5 1905 0.27553650736808777 632.0458984375 620.5557861328125 None None None +5 1906 0.27550429105758667 632.0503540039062 620.5615234375 None None None +5 1907 0.27548396587371826 632.0499267578125 620.5619506835938 None None None +5 1908 0.2754572629928589 632.0669555664062 620.5801391601562 None None None +5 1909 0.275461882352829 632.08056640625 620.5935668945312 None None None +5 1910 0.27545201778411865 632.0330200195312 620.5464477539062 None None None +5 1911 0.2754228413105011 632.044921875 620.5595703125 None None None +5 1912 0.27536705136299133 632.049072265625 620.5660400390625 None None None +5 1913 0.2755342125892639 632.0610961914062 620.5711059570312 None None None +5 1914 0.2754753828048706 632.0650024414062 620.5775146484375 None None None +5 1915 0.2755044102668762 632.0676879882812 620.5789794921875 None None None +5 1916 0.2754803001880646 632.0531005859375 620.5654296875 None None None +5 1917 0.275455504655838 632.0364379882812 620.5498657226562 None None None +5 1918 0.27543947100639343 632.0110473632812 620.525146484375 None None None +5 1919 0.2753966748714447 631.9768676757812 620.4927368164062 None None None +5 1920 0.2753355801105499 631.9586791992188 620.47705078125 None None None +5 1921 0.27556243538856506 631.9385375976562 620.447509765625 None None None +5 1922 0.275544136762619 631.9210815429688 620.4307250976562 None None None +5 1923 0.2755047380924225 631.9332275390625 620.4445190429688 None None None +5 1924 0.2754422724246979 631.9110717773438 620.4251098632812 None None None +5 1925 0.2754168212413788 631.9120483398438 620.4270629882812 None None None +5 1926 0.27539971470832825 631.9197998046875 620.435546875 None None None +5 1927 0.2753492295742035 631.9042358398438 620.4220581054688 None None None +5 1928 0.2753150761127472 631.899658203125 620.4188842773438 None None None +5 1929 0.2753864526748657 631.9088134765625 620.425048828125 None None None +5 1930 0.2754708230495453 631.8935546875 620.40625 None None None 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620.404296875 None None None +5 1957 0.27482980489730835 631.8466186523438 620.3861083984375 None None None +5 1958 0.27479732036590576 631.867919921875 620.40869140625 None None None +5 1959 0.2748432159423828 631.90283203125 620.4417114257812 None None None +5 1960 0.2748408913612366 631.93212890625 620.4710693359375 None None None +5 1961 0.27481868863105774 631.9550170898438 620.4949340820312 None None None +5 1962 0.27478834986686707 631.93994140625 620.4811401367188 None None None +5 1963 0.2749142348766327 631.952392578125 620.4883422851562 None None None +5 1964 0.2748696804046631 631.934326171875 620.47216796875 None None None +5 1965 0.27480432391166687 631.9004516601562 620.4410400390625 None None None +5 1966 0.2748603820800781 631.8992309570312 620.4375 None None None +5 1967 0.27483153343200684 631.9381713867188 620.4776000976562 None None None +5 1968 0.2748262882232666 631.9425048828125 620.482177734375 None None None +5 1969 0.27500224113464355 631.954833984375 620.4871826171875 None None None +5 1970 0.27511322498321533 631.951904296875 620.4796142578125 None None None +5 1971 0.27520880103111267 631.943603515625 620.4673461914062 None None None +5 1972 0.27522802352905273 631.9221801757812 620.4451904296875 None None None +5 1973 0.2751859426498413 631.9615478515625 620.4862670898438 None None None +5 1974 0.2751493752002716 631.9578247070312 620.4840698242188 None None None +5 1975 0.275319904088974 631.9471435546875 620.46630859375 None None None +5 1976 0.27531516551971436 631.9694213867188 620.4887084960938 None None None +5 1977 0.2752777934074402 631.9666137695312 620.4874877929688 None None None +5 1978 0.275270938873291 631.9591064453125 620.4802856445312 None None None +5 1979 0.2752075791358948 631.946533203125 620.4702758789062 None None None +5 1980 0.27518418431282043 631.9583740234375 620.483154296875 None None None +5 1981 0.27516648173332214 631.9354858398438 620.4609375 None None None +5 1982 0.2751365900039673 631.9561157226562 620.4828491210938 None None None +5 1983 0.2751043736934662 631.9732666015625 620.5013427734375 None None None +5 1984 0.27505114674568176 631.9326171875 620.4629516601562 None None None +5 1985 0.27497968077659607 631.8903198242188 620.423583984375 None None None +5 1986 0.2749229967594147 631.9166870117188 620.4523315429688 None None None +5 1987 0.27491241693496704 631.9609375 620.4970703125 None None None +5 1988 0.27489998936653137 631.9552612304688 620.4918823242188 None None None +5 1989 0.2748982012271881 631.958984375 620.4957275390625 None None None +5 1990 0.2748710811138153 631.9506225585938 620.4884643554688 None None None +5 1991 0.2748897671699524 631.9378662109375 620.4749145507812 None None None +5 1992 0.2748430073261261 631.9188232421875 620.4578247070312 None None None +5 1993 0.27483290433883667 631.9566040039062 620.4960327148438 None None None +5 1994 0.2748106122016907 631.9510498046875 620.4913940429688 None None None +5 1995 0.2747702896595001 631.9317626953125 620.4738159179688 None None None +5 1996 0.274737685918808 631.9151000976562 620.45849609375 None None None +5 1997 0.2747119665145874 631.9244995117188 620.4689331054688 None None None +5 1998 0.2746405303478241 631.905029296875 620.4525146484375 None None None +5 1999 0.2746407687664032 631.8728637695312 620.4202880859375 None None None +5 2000 0.27460598945617676 631.8912353515625 620.4401245117188 None None None +5 2001 0.2745608687400818 631.9102172851562 620.4609985351562 None None None +5 2002 0.27450031042099 631.8941040039062 620.4474487304688 None None None +5 2003 0.2745491564273834 631.882080078125 620.4334106445312 None None None +5 2004 0.2744901776313782 631.8756713867188 620.429443359375 None None None +5 2005 0.2744658291339874 631.870361328125 620.4251708984375 None None None +5 2006 0.27451905608177185 631.8787841796875 620.4313354492188 None None None +5 2007 0.2745162546634674 631.858642578125 620.4113159179688 None None None +5 2008 0.2744726836681366 631.8684692382812 620.4228515625 None None None +5 2009 0.27440932393074036 631.8389282226562 620.39599609375 None None None +5 2010 0.2743857800960541 631.810791015625 620.3688354492188 None None None +5 2011 0.2743663489818573 631.8142700195312 620.3731689453125 None None None +5 2012 0.2746349275112152 631.8206787109375 620.368408203125 None None None +5 2013 0.27459093928337097 631.78759765625 620.337158203125 None None None +5 2014 0.27467596530914307 631.806640625 620.3526611328125 None None None +5 2015 0.27464911341667175 631.8328247070312 620.3800048828125 None None None +5 2016 0.2746662199497223 631.8540649414062 620.4005737304688 None None None +5 2017 0.2746090888977051 631.8314819335938 620.38037109375 None None None +5 2018 0.2745485305786133 631.8287353515625 620.3800659179688 None None None +5 2019 0.27452707290649414 631.8411865234375 620.3933715820312 None None None +5 2020 0.2745036482810974 631.873779296875 620.4270629882812 None None None 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None +5 2034 0.27423861622810364 631.7588500976562 620.3232421875 None None None +5 2035 0.27419018745422363 631.7830810546875 620.3494873046875 None None None +5 2036 0.27422478795051575 631.7522583007812 620.3171997070312 None None None +5 2037 0.2741744816303253 631.7377319335938 620.3046875 None None None +5 2038 0.2741394639015198 631.7052612304688 620.273681640625 None None None +5 2039 0.27428290247917175 631.6943969726562 620.2568359375 None None None +5 2040 0.27428412437438965 631.6634521484375 620.225830078125 None None None +5 2041 0.27427318692207336 631.690185546875 620.2530517578125 None None None +5 2042 0.274293452501297 631.6905517578125 620.2525634765625 None None None +5 2043 0.27428847551345825 631.6994018554688 620.2616577148438 None None None +5 2044 0.27431708574295044 631.6670532226562 620.2280883789062 None None None +5 2045 0.274297833442688 631.6619262695312 620.2238159179688 None None None +5 2046 0.27433422207832336 631.656982421875 620.21728515625 None None None +5 2047 0.2743234634399414 631.6574096679688 620.2182006835938 None None None +5 2048 0.27436354756355286 631.6702880859375 620.2293701171875 None None None +5 2049 0.2743423879146576 631.6763916015625 620.2363891601562 None None None +5 2050 0.2743455171585083 631.6868286132812 620.2467651367188 None None None +5 2051 0.2743035554885864 631.6851806640625 620.246826171875 None None None +5 2052 0.2742522358894348 631.6449584960938 620.2086791992188 None None None +5 2053 0.27426233887672424 631.6012573242188 620.16455078125 None None None +5 2054 0.2742437720298767 631.5742797851562 620.138427734375 None None None +5 2055 0.2742224335670471 631.5592651367188 620.1242065429688 None None None +5 2056 0.2741990387439728 631.5851440429688 620.1510620117188 None None None +5 2057 0.27418872714042664 631.5824584960938 620.1488037109375 None None None +5 2058 0.2741677761077881 631.58935546875 620.156494140625 None None None +5 2059 0.27412840723991394 631.5488891601562 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631.571044921875 620.1505737304688 None None None +5 2073 0.27393820881843567 631.5629272460938 620.1396484375 None None None +5 2074 0.2739012837409973 631.5042724609375 620.08251953125 None None None +5 2075 0.27387499809265137 631.4928588867188 620.0722045898438 None None None +5 2076 0.2738247215747833 631.458984375 620.0404663085938 None None None +5 2077 0.2737807631492615 631.4384765625 620.0217895507812 None None None +5 2078 0.27378618717193604 631.4447021484375 620.0277709960938 None None None +5 2079 0.2737921178340912 631.4429321289062 620.0257568359375 None None None +5 2080 0.27377018332481384 631.4163208007812 620.0001220703125 None None None +5 2081 0.27386417984962463 631.4315795898438 620.0114135742188 None None None +5 2082 0.2738704979419708 631.4342041015625 620.0137329101562 None None None +5 2083 0.2738321125507355 631.4215698242188 620.002685546875 None None None +5 2084 0.2739231586456299 631.4332885742188 620.0106201171875 None None None +5 2085 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None +5 2098 0.2738569378852844 631.3057861328125 619.8859252929688 None None None +5 2099 0.27384427189826965 631.3094482421875 619.8900756835938 None None None +5 2100 0.27380305528640747 631.3157348632812 619.8981323242188 None None None +5 2101 0.27376917004585266 631.2840576171875 619.8678588867188 None None None +5 2102 0.2737724184989929 631.29833984375 619.8820190429688 None None None +5 2103 0.273722767829895 631.291259765625 619.876953125 None None None +5 2104 0.2736925184726715 631.26025390625 619.84716796875 None None None +5 2105 0.27367088198661804 631.2584838867188 619.8462524414062 None None None +5 2106 0.27366262674331665 631.2569580078125 619.8451538085938 None None None +5 2107 0.2736556828022003 631.2550659179688 619.843505859375 None None None +5 2108 0.273653119802475 631.2786254882812 619.8670654296875 None None None +5 2109 0.27361106872558594 631.297607421875 619.8878173828125 None None None +5 2110 0.2735852301120758 631.287109375 619.87841796875 None None None +5 2111 0.27360525727272034 631.240966796875 619.8314819335938 None None None +5 2112 0.2735688388347626 631.2459106445312 619.837890625 None None None +5 2113 0.27363744378089905 631.2359008789062 619.8250732421875 None None None +5 2114 0.2735998332500458 631.1971435546875 619.787841796875 None None None +5 2115 0.2736220955848694 631.19189453125 619.7816772460938 None None None +5 2116 0.2735985517501831 631.1629028320312 619.753662109375 None None None +5 2117 0.273642361164093 631.2015991210938 619.79052734375 None None None +5 2118 0.27362483739852905 631.213623046875 619.8032836914062 None None None +5 2119 0.27365732192993164 631.1693115234375 619.7576293945312 None None None +5 2120 0.2736565172672272 631.19970703125 619.7880249023438 None None None +5 2121 0.273637980222702 631.2168579101562 619.8059692382812 None None None +5 2122 0.2736268639564514 631.2618408203125 619.8515014648438 None None None +5 2123 0.27361226081848145 631.273681640625 619.8638916015625 None 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0.24725446105003357 623.7581176757812 613.4473266601562 None None None +7 1834 0.24733969569206238 623.732421875 613.4180297851562 None None None +7 1835 0.24732576310634613 623.7418212890625 613.4280395507812 None None None +7 1836 0.24730633199214935 623.716064453125 613.4030151367188 None None None +7 1837 0.24732932448387146 623.6848754882812 613.3709106445312 None None None +7 1838 0.2473876178264618 623.7020263671875 613.3856811523438 None None None +7 1839 0.24760694801807404 623.6881713867188 613.3627319335938 None None None +7 1840 0.24759142100811005 623.731689453125 613.4068603515625 None None None +7 1841 0.24756930768489838 623.7125244140625 613.3886108398438 None None None +7 1842 0.24753867089748383 623.697021484375 613.3743896484375 None None None +7 1843 0.2475162148475647 623.6918334960938 613.3701171875 None None None +7 1844 0.247514009475708 623.7112426757812 613.3896484375 None None None +7 1845 0.24747778475284576 623.6663818359375 613.3463134765625 None None None +7 1846 0.24743559956550598 623.6528930664062 613.3345336914062 None None None +7 1847 0.24739234149456024 623.6537475585938 613.3372192382812 None None None +7 1848 0.24747774004936218 623.6439208984375 613.32373046875 None None None +7 1849 0.24747192859649658 623.635009765625 613.3150634765625 None None None +7 1850 0.24744562804698944 623.6390380859375 613.3201904296875 None None None +7 1851 0.24748075008392334 623.6156616210938 613.2952880859375 None None None +7 1852 0.24742625653743744 623.62548828125 613.3073120117188 None None None +7 1853 0.24740266799926758 623.6171875 613.300048828125 None None None +7 1854 0.24741564691066742 623.6255493164062 613.3078002929688 None None None +7 1855 0.24737708270549774 623.5884399414062 613.2723388671875 None None None +7 1856 0.24735741317272186 623.591796875 613.276611328125 None None None +7 1857 0.24737852811813354 623.604736328125 613.2886962890625 None None None +7 1858 0.24734170734882355 623.5794677734375 613.2650146484375 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623.4072875976562 613.1134643554688 None None None +7 1898 0.24684873223304749 623.3964233398438 613.1024780273438 None None None +7 1899 0.2468099147081375 623.3583374023438 613.0660400390625 None None None +7 1900 0.24677038192749023 623.3843383789062 613.0936279296875 None None None +7 1901 0.24680745601654053 623.4002075195312 613.1080322265625 None None None +7 1902 0.24680297076702118 623.4143676757812 613.1223754882812 None None None +7 1903 0.24677595496177673 623.4053344726562 613.114501953125 None None None +7 1904 0.24675433337688446 623.4041137695312 613.1141967773438 None None None +7 1905 0.24680040776729584 623.3694458007812 613.0775756835938 None None None +7 1906 0.24681009352207184 623.3748168945312 613.0825805664062 None None None +7 1907 0.24685129523277283 623.3939208984375 613.1000366210938 None None None +7 1908 0.246829554438591 623.4017333984375 613.1087036132812 None None None +7 1909 0.24682587385177612 623.44287109375 613.1500244140625 None None None +7 1910 0.24684715270996094 623.4326782226562 613.138916015625 None None None +7 1911 0.2468712329864502 623.4473876953125 613.152587890625 None None None +7 1912 0.24684777855873108 623.4867553710938 613.1929321289062 None None None +7 1913 0.2468157261610031 623.5188598632812 613.2264404296875 None None None +7 1914 0.24679836630821228 623.4979248046875 613.2061767578125 None None None +7 1915 0.24684889614582062 623.4772338867188 613.1834106445312 None None None +7 1916 0.24682900309562683 623.4585571289062 613.1654663085938 None None None +7 1917 0.24681024253368378 623.4501342773438 613.1578979492188 None None None +7 1918 0.2467859983444214 623.4512329101562 613.1599731445312 None None None +7 1919 0.24675174057483673 623.4385375976562 613.1487426757812 None None None +7 1920 0.24675975739955902 623.4471435546875 613.1571044921875 None None None +7 1921 0.24675960838794708 623.4412841796875 613.151123046875 None None None +7 1922 0.2467411309480667 623.4160766601562 613.1267700195312 None None None +7 1923 0.24675223231315613 623.4369506835938 613.147216796875 None None None +7 1924 0.24672910571098328 623.4603271484375 613.1715698242188 None None None +7 1925 0.24673867225646973 623.4586791992188 613.16943359375 None None None +7 1926 0.2467210441827774 623.4501953125 613.1617431640625 None None None +7 1927 0.24672597646713257 623.4131469726562 613.1243896484375 None None None +7 1928 0.24671216309070587 623.4314575195312 613.143310546875 None None None +7 1929 0.2467559278011322 623.4266967773438 613.1367797851562 None None None +7 1930 0.24671630561351776 623.3815307617188 613.0933227539062 None None None +7 1931 0.24669885635375977 623.3848266601562 613.0973510742188 None None None +7 1932 0.24669411778450012 623.373779296875 613.0865478515625 None None None +7 1933 0.2466830462217331 623.3983764648438 613.1116333007812 None None None +7 1934 0.24671822786331177 623.4298095703125 613.1415405273438 None None None +7 1935 0.2467590570449829 623.4417114257812 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623.3948974609375 613.0916748046875 None None None +7 1949 0.24704866111278534 623.370361328125 613.068359375 None None None +7 1950 0.24706271290779114 623.3572387695312 613.0546264648438 None None None +7 1951 0.2470693439245224 623.3425903320312 613.0396728515625 None None None +7 1952 0.24716705083847046 623.3226318359375 613.0156860351562 None None None +7 1953 0.24715320765972137 623.3216552734375 613.0152587890625 None None None +7 1954 0.24721023440361023 623.3379516601562 613.0292358398438 None None None +7 1955 0.24738015234470367 623.3517456054688 613.035888671875 None None None +7 1956 0.24737608432769775 623.3681640625 613.052490234375 None None None +7 1957 0.24735891819000244 623.3677978515625 613.0528564453125 None None None +7 1958 0.24736665189266205 623.3762817382812 613.06103515625 None None None +7 1959 0.24740393459796906 623.3756103515625 613.058837890625 None None None +7 1960 0.2474069744348526 623.3939208984375 613.0770263671875 None None None +7 1961 0.24745355546474457 623.3922729492188 613.0733642578125 None None None +7 1962 0.24742121994495392 623.4267578125 613.1092529296875 None None None +7 1963 0.24740882217884064 623.4122314453125 613.0952758789062 None None None +7 1964 0.24740000069141388 623.4113159179688 613.0947265625 None None None +7 1965 0.24735495448112488 623.4232788085938 613.1085205078125 None None None +7 1966 0.24744050204753876 623.4572143554688 613.138916015625 None None None +7 1967 0.24742010235786438 623.4737548828125 613.15625 None None None +7 1968 0.24747726321220398 623.4557495117188 613.1358642578125 None None None +7 1969 0.24762900173664093 623.4451904296875 613.1189575195312 None None None +7 1970 0.2476062923669815 623.447021484375 613.1217651367188 None None None +7 1971 0.24758973717689514 623.4718017578125 613.1471557617188 None None None +7 1972 0.2475878745317459 623.4594116210938 613.1348266601562 None None None +7 1973 0.247551828622818 623.4705200195312 613.1473999023438 None None None 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None None None +7 1987 0.2477532923221588 623.349853515625 613.0183715820312 None None None +7 1988 0.2477075606584549 623.3162841796875 612.9867553710938 None None None +7 1989 0.24771146476268768 623.337890625 613.0081787109375 None None None +7 1990 0.2477371245622635 623.3281860351562 612.9973754882812 None None None +7 1991 0.2477814108133316 623.3170776367188 612.9844360351562 None None None +7 1992 0.24775779247283936 623.3168334960938 612.9852905273438 None None None +7 1993 0.24773374199867249 623.31640625 612.98583984375 None None None +7 1994 0.24776066839694977 623.2921752929688 612.96044921875 None None None +7 1995 0.24776232242584229 623.3164672851562 612.9847412109375 None None None +7 1996 0.24778558313846588 623.3535766601562 613.0209350585938 None None None +7 1997 0.24796660244464874 623.3893432617188 613.0491333007812 None None None +7 1998 0.2479916214942932 623.371826171875 613.0305786132812 None None None +7 1999 0.24801166355609894 623.375 613.032958984375 None 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+8 1931 0.2451539784669876 620.7356567382812 610.5139770507812 None None None +8 1932 0.24522514641284943 620.742919921875 610.518310546875 None None None +8 1933 0.24518565833568573 620.7693481445312 610.54638671875 None None None +8 1934 0.24517247080802917 620.7642211914062 610.541748046875 None None None +8 1935 0.24521766602993011 620.8033447265625 610.5789794921875 None None None +8 1936 0.24519892036914825 620.805419921875 610.581787109375 None None None +8 1937 0.24517160654067993 620.8038330078125 610.5813598632812 None None None +8 1938 0.2451782375574112 620.8257446289062 610.6029663085938 None None None +8 1939 0.24515566229820251 620.8012084960938 610.579345703125 None None None +8 1940 0.24511289596557617 620.8153076171875 610.59521484375 None None None +8 1941 0.24506951868534088 620.82177734375 610.6034545898438 None None None +8 1942 0.24506212770938873 620.7869262695312 610.5689086914062 None None None +8 1943 0.24503807723522186 620.7852172851562 610.5682373046875 None None None +8 1944 0.2450689673423767 620.8087768554688 610.5905151367188 None None None +8 1945 0.2450655698776245 620.818359375 610.6002807617188 None None None +8 1946 0.2450443059206009 620.8123779296875 610.5951538085938 None None None +8 1947 0.2450023889541626 620.7815551757812 610.5660400390625 None None None +8 1948 0.24498093128204346 620.8077392578125 610.5931396484375 None None None +8 1949 0.24498845636844635 620.8474731445312 610.6325073242188 None None None +8 1950 0.24493803083896637 620.8348999023438 610.6220092773438 None None None +8 1951 0.24490788578987122 620.8478393554688 610.63623046875 None None None +8 1952 0.24486348032951355 620.8407592773438 610.6309814453125 None None None +8 1953 0.2449057698249817 620.8748779296875 610.6633911132812 None None None +8 1954 0.24490748345851898 620.8577270507812 610.6461181640625 None None None +8 1955 0.2448880970478058 620.8627319335938 610.6519165039062 None None None +8 1956 0.2448761910200119 620.86474609375 610.6544799804688 None None None +8 1957 0.24491171538829803 620.8485717773438 610.6367797851562 None None None +8 1958 0.24488398432731628 620.8308715820312 610.6202392578125 None None None +8 1959 0.2448194921016693 620.8193359375 610.6113891601562 None None None +8 1960 0.24479170143604279 620.849365234375 610.642578125 None None None +8 1961 0.24477458000183105 620.822265625 610.6161499023438 None None None +8 1962 0.2447630763053894 620.8175659179688 610.6119384765625 None None None +8 1963 0.24475710093975067 620.8047485351562 610.599365234375 None None None +8 1964 0.244754821062088 620.7953491210938 610.5900268554688 None None None +8 1965 0.24478621780872345 620.827392578125 610.620849609375 None None None +8 1966 0.2447797805070877 620.7916870117188 610.5853881835938 None None None +8 1967 0.24481190741062164 620.7979125976562 610.5902709960938 None None None +8 1968 0.2447708249092102 620.7836303710938 610.57763671875 None None None +8 1969 0.24478408694267273 620.774658203125 610.5681762695312 None None None +8 1970 0.24477629363536835 620.769287109375 610.5631713867188 None None None +8 1971 0.2448214441537857 620.7713012695312 610.5632934570312 None None None +8 1972 0.2448473423719406 620.7807006835938 610.571533203125 None None None +8 1973 0.24480466544628143 620.8153076171875 610.60791015625 None None None +8 1974 0.2447630614042282 620.7967529296875 610.591064453125 None None None +8 1975 0.24472887814044952 620.799072265625 610.5947265625 None None None +8 1976 0.24472488462924957 620.8057861328125 610.6016235351562 None None None +8 1977 0.24470168352127075 620.8057250976562 610.6025390625 None None None +8 1978 0.2446509748697281 620.8363037109375 610.63525390625 None None None +8 1979 0.24463893473148346 620.8475341796875 610.64697265625 None None None +8 1980 0.24458444118499756 620.8695678710938 610.6712036132812 None None None +8 1981 0.2445574253797531 620.86962890625 610.6724243164062 None None None +8 1982 0.24453361332416534 620.8556518554688 610.659423828125 None None None +8 1983 0.24456074833869934 620.8728637695312 610.675537109375 None None None +8 1984 0.24451392889022827 620.8704833984375 610.675048828125 None None None +8 1985 0.24454465508460999 620.8621215820312 610.6654663085938 None None None +8 1986 0.2445022016763687 620.8831176757812 610.688232421875 None None None +8 1987 0.24450023472309113 620.873291015625 610.678466796875 None None None +8 1988 0.2444831132888794 620.861572265625 610.6675415039062 None None None +8 1989 0.24443350732326508 620.8797607421875 610.687744140625 None None None +8 1990 0.2444261759519577 620.9146728515625 610.7229614257812 None None None +8 1991 0.2444411963224411 620.8876342773438 610.6952514648438 None None None +8 1992 0.2444624900817871 620.9339599609375 610.74072265625 None None None +8 1993 0.24451269209384918 620.9299926757812 610.734619140625 None None None +8 1994 0.24448221921920776 620.9243774414062 610.7302856445312 None None None +8 1995 0.2444457709789276 620.9417114257812 610.7491455078125 None None None +8 1996 0.24442873895168304 620.9618530273438 610.7699584960938 None None None +8 1997 0.24441681802272797 620.971435546875 610.7800903320312 None None None +8 1998 0.24447228014469147 620.9642944335938 610.7706298828125 None None None +8 1999 0.2444632202386856 620.9899291992188 610.7966918945312 None None None +8 2000 0.24443690478801727 620.9785766601562 610.7864379882812 None None None +8 2001 0.24443896114826202 620.9679565429688 610.7756958007812 None None None +8 2002 0.24444372951984406 620.9669799804688 610.7745361328125 None None None +8 2003 0.24444738030433655 620.9781494140625 610.7855834960938 None None None +8 2004 0.24449820816516876 620.96240234375 610.7676391601562 None None None +8 2005 0.24449913203716278 621.0198364257812 610.824951171875 None None None +8 2006 0.24451513588428497 621.0431518554688 610.8475952148438 None None None +8 2007 0.24447672069072723 621.0773315429688 610.8834228515625 None None None +8 2008 0.24447086453437805 621.0604858398438 610.8668212890625 None None None +8 2009 0.24442115426063538 621.0487060546875 610.8571166992188 None None None +8 2010 0.24441729485988617 621.0396728515625 610.8482055664062 None None None +8 2011 0.2443678379058838 621.0233154296875 610.8339233398438 None None None +8 2012 0.2443351298570633 621.0479736328125 610.8599853515625 None None None +8 2013 0.24432580173015594 621.0331420898438 610.8455810546875 None None None +8 2014 0.24430729448795319 621.0488891601562 610.8621215820312 None None None +8 2015 0.24428978562355042 621.0692138671875 610.8831176757812 None None None +8 2016 0.2442653775215149 621.0287475585938 610.8436889648438 None None None +8 2017 0.24426840245723724 621.041259765625 610.8561401367188 None None None +8 2018 0.24424825608730316 621.05419921875 610.8699340820312 None None None +8 2019 0.24427403509616852 621.0686645507812 610.88330078125 None None None +8 2020 0.24425150454044342 621.0731811523438 610.8887939453125 None None None +8 2021 0.24425625801086426 621.0607299804688 610.8761596679688 None None None +8 2022 0.24420709908008575 621.0345458984375 610.8519897460938 None None None +8 2023 0.24417468905448914 621.0791015625 610.8978271484375 None None None +8 2024 0.24416466057300568 621.0717163085938 610.8908081054688 None None None +8 2025 0.24415138363838196 621.0661010742188 610.8857421875 None None None +8 2026 0.24409914016723633 621.0634155273438 610.8851928710938 None None None +8 2027 0.2440432608127594 621.0676879882812 610.8917846679688 None None None +8 2028 0.24399371445178986 621.057373046875 610.883544921875 None None None +8 2029 0.24394837021827698 621.06982421875 610.8978881835938 None None None +8 2030 0.24392488598823547 621.0513916015625 610.8804321289062 None None None +8 2031 0.24390925467014313 621.05908203125 610.8887329101562 None None None +8 2032 0.24392595887184143 621.0740356445312 610.9030151367188 None None None +8 2033 0.24391761422157288 621.0864868164062 610.915771484375 None None None +8 2034 0.24385860562324524 621.0595703125 610.8912353515625 None None None +8 2035 0.24383056163787842 621.0615844726562 610.8944702148438 None None None +8 2036 0.24398671090602875 621.05419921875 610.880615234375 None None None +8 2037 0.2439744770526886 621.0513916015625 610.8782958984375 None None None +8 2038 0.2439703643321991 621.0503540039062 610.87744140625 None None None +8 2039 0.24395588040351868 621.0317993164062 610.8594360351562 None None None +8 2040 0.24392731487751007 621.04443359375 610.8732299804688 None None None +8 2041 0.2438887655735016 621.0208740234375 610.851318359375 None None None +8 2042 0.24387554824352264 621.0219116210938 610.8529052734375 None None None +8 2043 0.2439160943031311 621.0109252929688 610.8402099609375 None None None +8 2044 0.24392946064472198 621.0352172851562 610.864013671875 None None None +8 2045 0.24388355016708374 621.0209350585938 610.8516235351562 None None None +8 2046 0.24386753141880035 621.0170288085938 610.848388671875 None None None +8 2047 0.2438800185918808 621.020263671875 610.85107421875 None None None +8 2048 0.24388009309768677 621.0072021484375 610.8380126953125 None None None +8 2049 0.24386151134967804 620.9964599609375 610.8280029296875 None None None +8 2050 0.2438293695449829 620.9904174804688 610.8233032226562 None None None +8 2051 0.2437928020954132 621.0194702148438 610.8538818359375 None None None +8 2052 0.24372662603855133 621.0337524414062 610.8709106445312 None None None +8 2053 0.24368536472320557 621.0399780273438 610.87890625 None None None +8 2054 0.2436566799879074 621.0404663085938 610.8805541992188 None None None +8 2055 0.24361826479434967 621.0519409179688 610.8936157226562 None None None +8 2056 0.24362099170684814 621.115234375 610.9568481445312 None None None +8 2057 0.24359604716300964 621.157958984375 611.0006103515625 None None None +8 2058 0.24355919659137726 621.1642456054688 611.0084228515625 None None None +8 2059 0.2435523122549057 621.1376953125 610.982177734375 None None None +8 2060 0.24359431862831116 621.1585693359375 611.0013427734375 None None None +8 2061 0.24355459213256836 621.1589965820312 611.0033569335938 None None None +8 2062 0.2435189187526703 621.2081909179688 611.0540161132812 None None None +8 2063 0.24352501332759857 621.2037963867188 611.0493774414062 None None None +8 2064 0.24349656701087952 621.224365234375 611.0711669921875 None None None +8 2065 0.243439719080925 621.2213134765625 611.0704956054688 None None None +8 2066 0.2434055060148239 621.1997680664062 611.05029296875 None None None +8 2067 0.24337801337242126 621.1781616210938 611.0299072265625 None None None +8 2068 0.2433396875858307 621.1641845703125 611.017578125 None None None +8 2069 0.2433297038078308 621.1388549804688 610.99267578125 None None None +8 2070 0.24332337081432343 621.1470947265625 611.0011596679688 None None None +8 2071 0.2432933896780014 621.1587524414062 611.0140380859375 None None None +8 2072 0.2432616651058197 621.1517333984375 611.0083618164062 None None None +8 2073 0.2432546615600586 621.136962890625 610.993896484375 None None None +8 2074 0.24323834478855133 621.1256103515625 610.9832153320312 None None None +8 2075 0.24328334629535675 621.12109375 610.9768676757812 None None None +8 2076 0.2434571236371994 621.1239013671875 610.972412109375 None None None +8 2077 0.24346622824668884 621.1365356445312 610.9846801757812 None None None +8 2078 0.24342407286167145 621.1171875 610.9671020507812 None None None +8 2079 0.24343319237232208 621.0822143554688 610.9317626953125 None None None +8 2080 0.24339930713176727 621.0682983398438 610.9192504882812 None None None +8 2081 0.24337631464004517 621.088134765625 610.9400024414062 None None None +8 2082 0.24331729114055634 621.0867309570312 610.9411010742188 None None None +8 2083 0.24330326914787292 621.0723876953125 610.9273071289062 None None None +8 2084 0.24328452348709106 621.0654907226562 610.9212646484375 None None None +8 2085 0.24329602718353271 621.0458374023438 610.901123046875 None None None +8 2086 0.24331903457641602 621.0176391601562 610.8719482421875 None None None +8 2087 0.2432909607887268 621.0031127929688 610.858642578125 None None None +8 2088 0.2432520091533661 620.9957885742188 610.8529052734375 None None None +8 2089 0.24324938654899597 621.0046997070312 610.8619384765625 None None None +8 2090 0.24323834478855133 621.015380859375 610.8731079101562 None None None +8 2091 0.24325425922870636 621.001708984375 610.8587646484375 None None None +8 2092 0.24322538077831268 621.0122680664062 610.8705444335938 None None None +8 2093 0.2432052344083786 621.046142578125 610.9052734375 None None None +8 2094 0.24325591325759888 621.05126953125 610.9082641601562 None None None +8 2095 0.24322769045829773 621.0440063476562 610.9021606445312 None None None +8 2096 0.2432468682527542 621.0286865234375 610.8860473632812 None None None +8 2097 0.24328011274337769 621.0302124023438 610.88623046875 None None None +8 2098 0.24327628314495087 621.0100708007812 610.8662109375 None None None +8 2099 0.24322941899299622 621.0042114257812 610.8623657226562 None None None +8 2100 0.24319690465927124 621.0110473632812 610.8704223632812 None None None +8 2101 0.2431885302066803 621.0259399414062 610.8857421875 None None None +8 2102 0.2432273030281067 621.0433349609375 610.9014892578125 None None None +8 2103 0.24319973587989807 621.0494995117188 610.9087524414062 None None None +8 2104 0.24325089156627655 621.0675659179688 610.9246826171875 None None None +8 2105 0.24321871995925903 621.0350341796875 610.8934936523438 None None None +8 2106 0.2432089000940323 621.0470581054688 610.9059448242188 None None None +8 2107 0.24320991337299347 621.0452270507812 610.904052734375 None None None +8 2108 0.2432183176279068 621.053466796875 610.9119262695312 None None None +8 2109 0.24325159192085266 621.0487060546875 610.90576171875 None None None +8 2110 0.2432323545217514 621.0537109375 610.9115600585938 None None None +8 2111 0.24322128295898438 621.0732421875 610.9315795898438 None None None +8 2112 0.2432059645652771 621.0903930664062 610.9493408203125 None None None +8 2113 0.24318388104438782 621.0528564453125 610.912841796875 None None None +8 2114 0.24315939843654633 621.0520629882812 610.9130249023438 None None None +8 2115 0.2431458681821823 621.0455322265625 610.906982421875 None None None +8 2116 0.24310876429080963 621.0258178710938 610.8888549804688 None None None +8 2117 0.2431248128414154 621.0120849609375 610.8743896484375 None None None +8 2118 0.2430833876132965 621.0314331054688 610.8954467773438 None None None +8 2119 0.2430860996246338 621.0380859375 610.9020385742188 None None None +8 2120 0.24305620789527893 621.022216796875 610.8873901367188 None None None +8 2121 0.24304212629795074 621.0233764648438 610.88916015625 None None None +8 2122 0.24302808940410614 621.0438232421875 610.91015625 None None None +8 2123 0.24300697445869446 621.056640625 610.923828125 None None None +8 2124 0.24302159249782562 621.0572509765625 610.923828125 None None None +8 2125 0.24306513369083405 621.0751342773438 610.9398803710938 None None None +8 2126 0.24302303791046143 621.0817260742188 610.9482421875 None None None +8 2127 0.24301837384700775 621.1215209960938 610.98828125 None None None +8 2128 0.24313752353191376 621.1245727539062 610.9863891601562 None None None +8 2129 0.24310097098350525 621.1333618164062 610.9967041015625 None None None +8 2130 0.24309517443180084 621.1103515625 610.9739379882812 None None None +8 2131 0.2430502027273178 621.084716796875 610.9500732421875 None None None +8 2132 0.24302835762500763 621.0621948242188 610.9285278320312 None None None +8 2133 0.24299681186676025 621.1469116210938 611.0145263671875 None None None +8 2134 0.24296578764915466 621.1314697265625 611.0003662109375 None None None +8 2135 0.24299179017543793 621.123046875 610.9908447265625 None 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0.23523163795471191 618.5808715820312 608.7716064453125 None None None +9 1864 0.23520107567310333 618.5624389648438 608.75439453125 None None None +9 1865 0.23514530062675476 618.548583984375 608.7428588867188 None None None +9 1866 0.23508694767951965 618.517822265625 608.7145385742188 None None None +9 1867 0.23505179584026337 618.5596313476562 608.7577514648438 None None None +9 1868 0.23505941033363342 618.605712890625 608.8035888671875 None None None +9 1869 0.23507899045944214 618.6142578125 608.8112182617188 None None None +9 1870 0.23524710536003113 618.6236572265625 608.8136596679688 None None None +9 1871 0.23522408306598663 618.6288452148438 608.81982421875 None None None +9 1872 0.235197514295578 618.62060546875 608.8126831054688 None None None +9 1873 0.2352077066898346 618.6256103515625 608.8172607421875 None None None +9 1874 0.23516790568828583 618.6082763671875 608.801513671875 None None None +9 1875 0.23520518839359283 618.6015014648438 608.7931518554688 None None None +9 1876 0.23521213233470917 618.581298828125 608.7727661132812 None None None +9 1877 0.2351592779159546 618.5647583007812 608.7583618164062 None None None +9 1878 0.2351258546113968 618.5682373046875 608.7632446289062 None None None +9 1879 0.23506222665309906 618.5242919921875 608.7218627929688 None None None +9 1880 0.23514631390571594 618.5529174804688 608.7470092773438 None None None +9 1881 0.23512379825115204 618.5994262695312 608.7944946289062 None None None +9 1882 0.23508138954639435 618.60693359375 608.8037719726562 None None None +9 1883 0.23506850004196167 618.63623046875 608.8335571289062 None None None +9 1884 0.23503290116786957 618.6444702148438 608.8433227539062 None None None +9 1885 0.2349855601787567 618.6602783203125 608.861083984375 None None None +9 1886 0.23498860001564026 618.6685180664062 608.869140625 None None None +9 1887 0.23496964573860168 618.7026977539062 608.9041748046875 None None None +9 1888 0.23491284251213074 618.7281494140625 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618.615478515625 608.8038940429688 None None None +9 1902 0.23532171547412872 618.6218872070312 608.8086547851562 None None None +9 1903 0.23530536890029907 618.667724609375 608.8551635742188 None None None +9 1904 0.235276997089386 618.6498413085938 608.8385009765625 None None None +9 1905 0.23526060581207275 618.6287231445312 608.8180541992188 None None None +9 1906 0.2352074831724167 618.614013671875 608.8056030273438 None None None +9 1907 0.23523017764091492 618.6283569335938 608.8189697265625 None None None +9 1908 0.23520804941654205 618.656982421875 608.8485717773438 None None None +9 1909 0.23518076539039612 618.6248168945312 608.8175659179688 None None None +9 1910 0.2351832389831543 618.656982421875 608.849609375 None None None +9 1911 0.23530560731887817 618.6448364257812 608.8323974609375 None None None +9 1912 0.23527932167053223 618.628662109375 608.8173217773438 None None None +9 1913 0.23527741432189941 618.6332397460938 608.8219604492188 None None None +9 1914 0.23525913059711456 618.5933837890625 608.7828979492188 None None None +9 1915 0.23529648780822754 618.628173828125 608.816162109375 None None None +9 1916 0.23523306846618652 618.5809936523438 608.7716064453125 None None None +9 1917 0.23523133993148804 618.5747680664062 608.7654418945312 None None None +9 1918 0.235200434923172 618.603515625 608.7954711914062 None None None +9 1919 0.23518340289592743 618.6004638671875 608.7930908203125 None None None +9 1920 0.23520398139953613 618.6271362304688 608.8189086914062 None None None +9 1921 0.23523195087909698 618.6395263671875 608.8301391601562 None None None +9 1922 0.23520901799201965 618.6077880859375 608.7993774414062 None None None +9 1923 0.23521141707897186 618.5963134765625 608.787841796875 None None None +9 1924 0.23520873486995697 618.6043090820312 608.7958984375 None None None +9 1925 0.2351711392402649 618.5988159179688 608.7919921875 None None None +9 1926 0.2351570427417755 618.6300048828125 608.82373046875 None None None 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608.9044799804688 None None None +9 1966 0.234929621219635 618.6854248046875 608.888671875 None None None +9 1967 0.2348865419626236 618.6857299804688 608.8907470703125 None None None +9 1968 0.2348339706659317 618.6737060546875 608.8809204101562 None None None +9 1969 0.23480968177318573 618.7088623046875 608.9171142578125 None None None +9 1970 0.23478592932224274 618.6956787109375 608.9048461914062 None None None +9 1971 0.23476095497608185 618.6754150390625 608.8857421875 None None None +9 1972 0.2347477674484253 618.6759643554688 608.8868408203125 None None None +9 1973 0.23475301265716553 618.6467895507812 608.8574829101562 None None None +9 1974 0.23480206727981567 618.6572875976562 608.8659057617188 None None None +9 1975 0.23477430641651154 618.6471557617188 608.85693359375 None None None +9 1976 0.2347700297832489 618.6177978515625 608.8277587890625 None None None +9 1977 0.2347860187292099 618.5990600585938 608.8084106445312 None None None +9 1978 0.23475311696529388 618.6017456054688 608.8123779296875 None None None +9 1979 0.23473714292049408 618.5878295898438 608.7991943359375 None None None +9 1980 0.2347041666507721 618.5678100585938 608.7805786132812 None None None +9 1981 0.23468747735023499 618.564208984375 608.7776489257812 None None None +9 1982 0.2347079962491989 618.5469360351562 608.7595825195312 None None None +9 1983 0.23468810319900513 618.5514526367188 608.7649536132812 None None None +9 1984 0.23470182716846466 618.5602416992188 608.7731323242188 None None None +9 1985 0.23467810451984406 618.5590209960938 608.7728881835938 None None None +9 1986 0.23468385636806488 618.5193481445312 608.7330322265625 None None None +9 1987 0.2346990406513214 618.5206298828125 608.733642578125 None None None +9 1988 0.23468370735645294 618.5066528320312 608.7203369140625 None None None +9 1989 0.23462846875190735 618.51416015625 608.7301025390625 None None None +9 1990 0.23458415269851685 618.485107421875 608.7029418945312 None None None +9 1991 0.23456810414791107 618.4978637695312 608.71630859375 None None None +9 1992 0.23454782366752625 618.5000610351562 608.7193603515625 None None None +9 1993 0.23452423512935638 618.5332641601562 608.7535400390625 None None None +9 1994 0.23449434340000153 618.5320434570312 608.7534790039062 None None None +9 1995 0.2346756011247635 618.5382690429688 608.752197265625 None None None +9 1996 0.23464511334896088 618.5636596679688 608.7788696289062 None None None +9 1997 0.23462995886802673 618.574462890625 608.7902221679688 None None None +9 1998 0.23458613455295563 618.548583984375 608.7661743164062 None None None +9 1999 0.23459026217460632 618.5405883789062 608.7579956054688 None None None +9 2000 0.23455679416656494 618.5101928710938 608.7290649414062 None None None +9 2001 0.2345292866230011 618.5134887695312 608.7335815429688 None None None +9 2002 0.23446592688560486 618.501220703125 608.7239990234375 None None None +9 2003 0.23445044457912445 618.5502319335938 608.7735595703125 None 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0.22407764196395874 616.640380859375 607.29638671875 None None None +10 1835 0.22402657568454742 616.6256103515625 607.28369140625 None None None +10 1836 0.22403450310230255 616.587158203125 607.2449340820312 None None None +10 1837 0.22402577102184296 616.6034545898438 607.2615966796875 None None None +10 1838 0.22398169338703156 616.6021728515625 607.2621459960938 None None None +10 1839 0.2239753156900406 616.6489868164062 607.3092041015625 None None None +10 1840 0.22395679354667664 616.6470947265625 607.3080444335938 None None None +10 1841 0.2239452451467514 616.6467895507812 607.3082275390625 None None None +10 1842 0.22397655248641968 616.611328125 607.2714233398438 None None None +10 1843 0.22393926978111267 616.5867919921875 607.2484741210938 None None None +10 1844 0.22389142215251923 616.6475219726562 607.3112182617188 None None None +10 1845 0.22389104962348938 616.673828125 607.3375244140625 None None None +10 1846 0.22384433448314667 616.6547241210938 607.3203735351562 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0.22455023229122162 616.61669921875 607.2529907226562 None None None +10 1873 0.22454765439033508 616.6366577148438 607.2730712890625 None None None +10 1874 0.22467152774333954 616.6659545898438 607.297119140625 None None None +10 1875 0.22464187443256378 616.6705322265625 607.302978515625 None None None +10 1876 0.22462202608585358 616.6591796875 607.2924194335938 None None None +10 1877 0.22465752065181732 616.655029296875 607.2868041992188 None None None +10 1878 0.22467295825481415 616.652587890625 607.28369140625 None None None +10 1879 0.22468966245651245 616.6361694335938 607.2665405273438 None None None +10 1880 0.22465944290161133 616.6254272460938 607.2570190429688 None None None +10 1881 0.22463294863700867 616.6068115234375 607.2395629882812 None None None +10 1882 0.22462454438209534 616.6023559570312 607.2354125976562 None None None +10 1883 0.2246319055557251 616.617431640625 607.250244140625 None None None +10 1884 0.2246360331773758 616.6209716796875 607.2535400390625 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0.21938800811767578 615.4287109375 606.2799682617188 None None None +11 2827 0.2193574160337448 615.4156494140625 606.2682495117188 None None None +11 2828 0.21936139464378357 615.4240112304688 606.2764282226562 None None None +11 2829 0.21935705840587616 615.4442749023438 606.2968139648438 None None None +11 2830 0.21935084462165833 615.46044921875 606.313232421875 None None None +11 2831 0.21931834518909454 615.4487915039062 606.302978515625 None None None +11 2832 0.21938547492027283 615.4451904296875 606.2965087890625 None None None +11 2833 0.2193993180990219 615.464111328125 606.3148803710938 None None None +11 2834 0.2194003164768219 615.4669189453125 606.3176879882812 None None None +11 2835 0.2193947434425354 615.4424438476562 606.29345703125 None None None +11 2836 0.21938879787921906 615.4301147460938 606.2813720703125 None None None diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcdb1b5ccf863dd1c97a2c6142d4be0d83d23513 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/model_outputs/models/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/new_model_format/bias_model_scaled.tar with get_new_tf_model_format.py diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..1ece42b39eff42e202c1ac43d426c1727110a327 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 0.0 +counts_sum_max_thresh 10993.86 +trainings_pts_post_thresh 199606 diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..3137e227f718515a3da54b7fd77bbbe7c7385163 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/model_outputs/models/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..b0ece3d95f98e9938e013a5b4c58a994ce042737 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 41.7 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/model_outputs/models/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_2.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..dded48120634803e1b62c95f6b8becb6c3eadfd5 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/model_outputs/models/chrombpnet_nobias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_2/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR923VTG/logfile.modelling.fold_2.ENCSR923VTG.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..9299e773a3a185060d5a1298f4544cfcc4a89831 --- /dev/null +++ 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"/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/model_outputs/logs/chrombpnet_model_params.tsv" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.batch_loss.tsv b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..80d67ab5e4f739965609eae7cb2a001d660d82ae --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.batch_loss.tsv @@ -0,0 +1,43665 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 2.4974842071533203 952.1749267578125 847.5303344726562 None None None +0 1 15.322768211364746 1447.735107421875 805.7110595703125 None None None +0 2 10.93790054321289 1250.3658447265625 792.0676879882812 None None None +0 3 8.72510814666748 1149.459228515625 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2.008369207382202 775.9183349609375 691.7669677734375 None None None +0 1851 2.007456064224243 775.87158203125 691.7584228515625 None None None +0 1852 2.00659441947937 775.831298828125 691.7542724609375 None None None +0 1853 2.0056352615356445 775.8180541992188 691.78125 None None None +0 1854 2.0047171115875244 775.7871704101562 691.7888793945312 None None None +0 1855 2.003777027130127 775.7228393554688 691.7639770507812 None None None +0 1856 2.002880573272705 775.669921875 691.7485961914062 None None None +0 1857 2.0019822120666504 775.6467895507812 691.7631225585938 None None None +0 1858 2.0011003017425537 775.5663452148438 691.7196044921875 None None None +0 1859 2.000227451324463 775.5357666015625 691.7255859375 None None None +0 1860 1.999305009841919 775.4481811523438 691.6766967773438 None None None +0 1861 1.9983984231948853 775.36376953125 691.6302490234375 None None None +0 1862 1.9975481033325195 775.3346557617188 691.6367797851562 None None None +0 1863 1.9966669082641602 775.24658203125 691.5856323242188 None None None +0 1864 1.9960020780563354 775.2008666992188 691.5677490234375 None None None +0 1865 1.9953848123550415 775.1551513671875 691.5479736328125 None None None +0 1866 1.9946688413619995 775.1729736328125 691.5958251953125 None None None +0 1867 1.99373459815979 775.1527099609375 691.61474609375 None None None +0 1868 1.9928549528121948 775.1085205078125 691.607421875 None None None +0 1869 1.991942048072815 775.029296875 691.5664672851562 None None None +0 1870 1.9910821914672852 775.0137329101562 691.5868530273438 None None None +0 1871 1.990208387374878 774.943359375 691.5531005859375 None None None +0 1872 1.9894850254058838 774.9022827148438 691.5422973632812 None None None +0 1873 1.9885889291763306 774.8458251953125 691.5233764648438 None None None +0 1874 1.9876976013183594 774.817138671875 691.5321044921875 None None None +0 1875 1.9868395328521729 774.7813110351562 691.5322265625 None None None +0 1876 1.9859598875045776 774.73779296875 691.5255737304688 None None None +0 1877 1.9853532314300537 774.7584838867188 691.5716552734375 None None None +0 1878 1.9844765663146973 774.70751953125 691.5574340820312 None None None +0 1879 1.9836214780807495 774.6292114257812 691.514892578125 None None None +0 1880 1.9827790260314941 774.62744140625 691.5484008789062 None None None +0 1881 1.9819124937057495 774.6043090820312 691.5615234375 None None None +0 1882 1.9810205698013306 774.5641479492188 691.5586547851562 None None None +0 1883 1.9801515340805054 774.483154296875 691.5140991210938 None None None +0 1884 1.979311227798462 774.4530029296875 691.5192260742188 None None None +0 1885 1.9784597158432007 774.41259765625 691.5145263671875 None None None +0 1886 1.9776612520217896 774.3698120117188 691.5051879882812 None None None +0 1887 1.9767708778381348 774.2911987304688 691.4639282226562 None None None +0 1888 1.9759283065795898 774.2505493164062 691.4585571289062 None None None +0 1889 1.9750434160232544 774.2254638671875 691.4705200195312 None None None +0 1890 1.9741977453231812 774.192626953125 691.47314453125 None None None +0 1891 1.9732658863067627 774.1466064453125 691.4661254882812 None None None +0 1892 1.9723877906799316 774.0852661132812 691.441650390625 None None None +0 1893 1.971631646156311 774.0557250976562 691.4437866210938 None None None +0 1894 1.9708240032196045 774.0037231445312 691.4256591796875 None None None +0 1895 1.9699915647506714 773.9507446289062 691.4075317382812 None None None +0 1896 1.9691060781478882 773.9031372070312 691.3970336914062 None None None +0 1897 1.9682869911193848 773.8837280273438 691.411865234375 None None None +0 1898 1.9674278497695923 773.8134155273438 691.3776245117188 None None None +0 1899 1.9665673971176147 773.7651977539062 691.3655395507812 None None None +0 1900 1.9658259153366089 773.6954956054688 691.3268432617188 None None None +0 1901 1.965051531791687 773.6278076171875 691.2916259765625 None None None 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1.9534274339675903 772.8439331054688 690.994873046875 None None None +0 1916 1.9525620937347412 772.7899780273438 690.9771728515625 None None None +0 1917 1.9517672061920166 772.715087890625 690.9356689453125 None None None +0 1918 1.9511560201644897 772.7308959960938 690.9769897460938 None None None +0 1919 1.9502850770950317 772.6965942382812 690.9791870117188 None None None +0 1920 1.9494963884353638 772.607421875 690.923095703125 None None None +0 1921 1.9486218690872192 772.514892578125 690.8672485351562 None None None +0 1922 1.947773814201355 772.4788818359375 690.8668212890625 None None None +0 1923 1.9469507932662964 772.45166015625 690.8740844726562 None None None +0 1924 1.9460911750793457 772.4186401367188 690.8770751953125 None None None +0 1925 1.9454255104064941 772.3890380859375 690.8754272460938 None None None +0 1926 1.9445358514785767 772.3577880859375 690.88134765625 None None None +0 1927 1.9437566995620728 772.3289184570312 690.8851318359375 None None None +0 1928 1.9429162740707397 772.2672119140625 690.8587036132812 None None None +0 1929 1.9421242475509644 772.2430419921875 690.86767578125 None None None +0 1930 1.9412834644317627 772.1907348632812 690.8505859375 None None None +0 1931 1.9405479431152344 772.0968627929688 690.78759765625 None None None +0 1932 1.9397374391555786 772.0365600585938 690.76123046875 None None None +0 1933 1.9389398097991943 771.9552001953125 690.7133178710938 None None None +0 1934 1.9382423162460327 771.887451171875 690.6748046875 None None None +0 1935 1.9374562501907349 771.8590087890625 690.6793212890625 None None None +0 1936 1.9366704225540161 771.8460083007812 690.6991577148438 None None None +0 1937 1.9358775615692139 771.7709350585938 690.6572875976562 None None None +0 1938 1.9350640773773193 771.7153930664062 690.6358642578125 None None None +0 1939 1.9344162940979004 771.68994140625 690.6375732421875 None None None +0 1940 1.9335917234420776 771.612548828125 690.5947265625 None None None +0 1941 1.9327642917633057 771.5950317382812 690.6118774414062 None None None +0 1942 1.931924819946289 771.5490112304688 690.6009521484375 None None None +0 1943 1.9312028884887695 771.4927368164062 690.574951171875 None None None +0 1944 1.9305224418640137 771.5047607421875 690.615478515625 None None None +0 1945 1.9297118186950684 771.4459838867188 690.5906982421875 None None None +0 1946 1.929038166999817 771.3839111328125 690.5568237304688 None None None +0 1947 1.9283021688461304 771.3782958984375 690.58203125 None None None +0 1948 1.9275761842727661 771.4078979492188 690.64208984375 None None None +0 1949 1.9267758131027222 771.3273315429688 690.5950317382812 None None None +0 1950 1.9262446165084839 771.2984008789062 690.58837890625 None None None +0 1951 1.9253973960876465 771.2442626953125 690.5697631835938 None None None +0 1952 1.9245989322662354 771.1966552734375 690.5556640625 None None None +0 1953 1.9239099025726318 771.1387939453125 690.526611328125 None None None +0 1954 1.9232062101364136 771.11767578125 690.5349731445312 None None None +0 1955 1.922404408454895 771.0902709960938 690.5411987304688 None None None +0 1956 1.9215984344482422 771.0459594726562 690.5306396484375 None None None +0 1957 1.9209421873092651 770.9834594726562 690.4956665039062 None None None +0 1958 1.9201126098632812 770.9041137695312 690.4510498046875 None None None +0 1959 1.9192954301834106 770.836669921875 690.4178466796875 None None None +0 1960 1.9185560941696167 770.814697265625 690.4268798828125 None None None +0 1961 1.9177707433700562 770.748779296875 690.393798828125 None None None +0 1962 1.9170714616775513 770.7301025390625 690.4044799804688 None None None +0 1963 1.9164737462997437 770.6689453125 690.3683471679688 None None None +0 1964 1.9156321287155151 770.58349609375 690.3181762695312 None None None +0 1965 1.9148292541503906 770.5392456054688 690.3076171875 None None None +0 1966 1.9143292903900146 770.515625 690.3049926757812 None None None +0 1967 1.9135589599609375 770.4640502929688 690.28564453125 None None None +0 1968 1.912878155708313 770.4459228515625 690.2960205078125 None None None +0 1969 1.9120662212371826 770.4331665039062 690.3173217773438 None None None +0 1970 1.911297082901001 770.3470458984375 690.263427734375 None None None +0 1971 1.9105132818222046 770.2640991210938 690.2133178710938 None None None +0 1972 1.909703016281128 770.1900634765625 690.1732177734375 None None None +0 1973 1.9088456630706787 770.109130859375 690.1282348632812 None None None +0 1974 1.908055067062378 770.035400390625 690.087646484375 None None None +0 1975 1.9073145389556885 770.0369262695312 690.1201171875 None None None +0 1976 1.9065203666687012 769.9811401367188 690.09765625 None None None +0 1977 1.9057658910751343 769.9021606445312 690.05029296875 None None None +0 1978 1.9050050973892212 769.8177490234375 689.9976806640625 None None None +0 1979 1.904205322265625 769.765625 689.9791259765625 None None None +0 1980 1.903476595878601 769.7380981445312 689.9821166992188 None None None +0 1981 1.902677059173584 769.6748657226562 689.9523315429688 None None None +0 1982 1.9018548727035522 769.6669311523438 689.9788208007812 None None None +0 1983 1.9010438919067383 769.6111450195312 689.9569702148438 None None None +0 1984 1.9002591371536255 769.5377197265625 689.9164428710938 None None None +0 1985 1.8994704484939575 769.4826049804688 689.8943481445312 None None None +0 1986 1.8987370729446411 769.4451293945312 689.8876953125 None None None +0 1987 1.897929310798645 769.3798828125 689.8562622070312 None None None +0 1988 1.8971596956253052 769.36328125 689.8719482421875 None None None +0 1989 1.896401286125183 769.293212890625 689.8336181640625 None None None +0 1990 1.8956432342529297 769.2616577148438 689.8338623046875 None None None +0 1991 1.8949570655822754 769.1941528320312 689.7949829101562 None None None +0 1992 1.8942463397979736 769.1760864257812 689.8067626953125 None None None +0 1993 1.8934787511825562 769.1338500976562 689.7966918945312 None None None +0 1994 1.8927360773086548 769.1569213867188 689.8508911132812 None None None +0 1995 1.8919270038604736 769.1248168945312 689.8527221679688 None None None +0 1996 1.891162395477295 769.0965576171875 689.8565063476562 None None None +0 1997 1.890521764755249 769.0282592773438 689.8150634765625 None None None +0 1998 1.8898967504501343 769.0367431640625 689.8497924804688 None None None +0 1999 1.8891875743865967 769.0062255859375 689.8489379882812 None None None +0 2000 1.8884037733078003 768.9700927734375 689.8456420898438 None None None +0 2001 1.887678861618042 768.999755859375 689.9056396484375 None None None +0 2002 1.8870668411254883 768.9829711914062 689.91455078125 None None None +0 2003 1.886387825012207 768.9603271484375 689.92041015625 None None None +0 2004 1.8858197927474976 768.9513549804688 689.9351806640625 None None None +0 2005 1.8850290775299072 768.9111938476562 689.92822265625 None None None +0 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None +2 1985 0.34893643856048584 657.6506958007812 643.0302124023438 None None None +2 1986 0.34892895817756653 657.67822265625 643.05810546875 None None None +2 1987 0.34891366958618164 657.6304931640625 643.010986328125 None None None +2 1988 0.3488461971282959 657.5909423828125 642.9743041992188 None None None +2 1989 0.3488338589668274 657.6182250976562 643.0020751953125 None None None +2 1990 0.3488177955150604 657.6423950195312 643.02685546875 None None None +2 1991 0.34880340099334717 657.5942993164062 642.9794311523438 None None None +2 1992 0.34880903363227844 657.6146850585938 642.9995727539062 None None None +2 1993 0.34877997636795044 657.5679321289062 642.9541015625 None None None +2 1994 0.34888508915901184 657.6203002929688 643.0020141601562 None None None +2 1995 0.34884557127952576 657.6245727539062 643.0079345703125 None None None +2 1996 0.3487606942653656 657.60498046875 642.991943359375 None None None +2 1997 0.3487107455730438 657.5906982421875 642.979736328125 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1952 0.2955140769481659 641.4208374023438 629.0384521484375 None None None +4 1953 0.29551687836647034 641.4324340820312 629.0499267578125 None None None +4 1954 0.295620858669281 641.3949584960938 629.008056640625 None None None +4 1955 0.29561343789100647 641.4232788085938 629.0366821289062 None None None +4 1956 0.2956314980983734 641.43017578125 629.0429077148438 None None None +4 1957 0.29562538862228394 641.395751953125 629.0086669921875 None None None +4 1958 0.29560327529907227 641.398681640625 629.0125732421875 None None None +4 1959 0.2956969439983368 641.3762817382812 628.9862060546875 None None None +4 1960 0.29567065834999084 641.3587036132812 628.9697875976562 None None None +4 1961 0.29564377665519714 641.3347778320312 628.9469604492188 None None None +4 1962 0.29560035467147827 641.3232421875 628.937255859375 None None None +4 1963 0.2956221401691437 641.3391723632812 628.9523315429688 None None None +4 1964 0.29558300971984863 641.33154296875 628.9462280273438 None None None +4 1965 0.2955889105796814 641.3446655273438 628.9591064453125 None None None +4 1966 0.29556190967559814 641.3325805664062 628.9481811523438 None None None +4 1967 0.2955695688724518 641.3085327148438 628.923828125 None None None +4 1968 0.2955676317214966 641.3117065429688 628.9271240234375 None None None +4 1969 0.29552751779556274 641.3096313476562 628.9266967773438 None None None +4 1970 0.29552990198135376 641.3123168945312 628.9292602539062 None None None +4 1971 0.2955263555049896 641.2919921875 628.9090576171875 None None None +4 1972 0.2954668402671814 641.2985229492188 628.918212890625 None None None +4 1973 0.2955998480319977 641.3165893554688 628.9306640625 None None None +4 1974 0.2955671548843384 641.336181640625 628.95166015625 None None None +4 1975 0.2955278158187866 641.366943359375 628.9840698242188 None None None +4 1976 0.2955283224582672 641.315673828125 628.9328002929688 None None None +4 1977 0.2955038249492645 641.33447265625 628.9525756835938 None None None +4 1978 0.2954713702201843 641.3232421875 628.9426879882812 None None None +4 1979 0.29547378420829773 641.3496704101562 628.968994140625 None None None +4 1980 0.2956949472427368 641.3361206054688 628.9461669921875 None None None +4 1981 0.29568204283714294 641.3447875976562 628.9553833007812 None None None +4 1982 0.29578593373298645 641.3427734375 628.9490356445312 None None None +4 1983 0.2958466708660126 641.338623046875 628.9423217773438 None None None +4 1984 0.29579442739486694 641.3496704101562 628.95556640625 None None None +4 1985 0.29575181007385254 641.3319091796875 628.9396362304688 None None None +4 1986 0.29573482275009155 641.3510131835938 628.9594116210938 None None None +4 1987 0.29570701718330383 641.3381958007812 628.94775390625 None None None +4 1988 0.29591381549835205 641.3674926757812 628.9683837890625 None None None +4 1989 0.2959020733833313 641.3735961914062 628.9749755859375 None None None +4 1990 0.2958488464355469 641.3590087890625 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641.4039306640625 629.0155639648438 None None None +4 2004 0.2956036627292633 641.4014892578125 629.0154418945312 None None None +4 2005 0.2955912947654724 641.3746948242188 628.9890747070312 None None None +4 2006 0.2955985963344574 641.3563842773438 628.970458984375 None None None +4 2007 0.2955820858478546 641.3677368164062 628.9825439453125 None None None +4 2008 0.2956198751926422 641.4080810546875 629.0213623046875 None None None +4 2009 0.29557472467422485 641.3906860351562 629.0057983398438 None None None +4 2010 0.2957749664783478 641.3800048828125 628.9867553710938 None None None +4 2011 0.29576948285102844 641.3763427734375 628.9833374023438 None None None +4 2012 0.29576805233955383 641.3833618164062 628.9904174804688 None None None +4 2013 0.2957093119621277 641.3734130859375 628.98291015625 None None None +4 2014 0.29568400979042053 641.382080078125 628.9926147460938 None None None +4 2015 0.2956754267215729 641.386962890625 628.9978637695312 None None None +4 2016 0.29563820362091064 641.3551635742188 628.9675903320312 None None None +4 2017 0.29563671350479126 641.3405151367188 628.9530639648438 None None None +4 2018 0.29558607935905457 641.3687133789062 628.9833374023438 None None None +4 2019 0.29557737708091736 641.3883056640625 629.0032958984375 None None None +4 2020 0.295554518699646 641.376708984375 628.9926147460938 None None None +4 2021 0.2956297993659973 641.3912353515625 629.0040283203125 None None None +4 2022 0.2955990433692932 641.4041137695312 629.0181884765625 None None None +4 2023 0.29555538296699524 641.398681640625 629.0146484375 None None None +4 2024 0.29563480615615845 641.3934326171875 629.0060424804688 None None None +4 2025 0.29566869139671326 641.4205932617188 629.0317993164062 None None None +4 2026 0.2956276535987854 641.4561767578125 629.0690307617188 None None None +4 2027 0.2956621050834656 641.4666137695312 629.0780639648438 None None None +4 2028 0.295619398355484 641.4539794921875 629.0672607421875 None None None +4 2029 0.2955910563468933 641.4154663085938 629.0299682617188 None None None +4 2030 0.2955516576766968 641.404052734375 629.0202026367188 None None None +4 2031 0.29554063081741333 641.3792724609375 628.9959106445312 None None None +4 2032 0.29556888341903687 641.3978271484375 629.0132446289062 None None None +4 2033 0.2955847978591919 641.4104614257812 629.0252075195312 None None None +4 2034 0.29565030336380005 641.3897705078125 629.0018310546875 None None None +4 2035 0.2955748736858368 641.3690185546875 628.9843139648438 None None None +4 2036 0.2957393527030945 641.3449096679688 628.9532470703125 None None None +4 2037 0.2957342267036438 641.3499145507812 628.95849609375 None None None +4 2038 0.29573768377304077 641.370361328125 628.9788208007812 None None None +4 2039 0.2957354485988617 641.3908081054688 628.9993896484375 None None None +4 2040 0.29569992423057556 641.4005737304688 629.0106811523438 None None None +4 2041 0.29566216468811035 641.3810424804688 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0.28222155570983887 636.625 624.7999877929688 None None None +5 1914 0.28227290511131287 636.6087036132812 624.7814331054688 None None None +5 1915 0.28222084045410156 636.5751342773438 624.7501220703125 None None None +5 1916 0.2821795642375946 636.6055297851562 624.7822265625 None None None +5 1917 0.2821674644947052 636.575927734375 624.7531127929688 None None None +5 1918 0.2821348309516907 636.5607299804688 624.7392578125 None None None +5 1919 0.2820967137813568 636.5218505859375 624.7020263671875 None None None +5 1920 0.28206750750541687 636.5219116210938 624.7033081054688 None None None +5 1921 0.2820598781108856 636.4874877929688 624.6692504882812 None None None +5 1922 0.2819964289665222 636.4766845703125 624.6610107421875 None None None +5 1923 0.28193971514701843 636.4876098632812 624.67431640625 None None None +5 1924 0.28189605474472046 636.4367065429688 624.6251831054688 None None None +5 1925 0.28187739849090576 636.415771484375 624.6051025390625 None None None +5 1926 0.2818453311920166 636.4324340820312 624.623046875 None None None +5 1927 0.28178587555885315 636.45654296875 624.6497192382812 None None None +5 1928 0.28181877732276917 636.4699096679688 624.6616821289062 None None None +5 1929 0.2818032503128052 636.4442138671875 624.6366577148438 None None None +5 1930 0.2817678153514862 636.4488525390625 624.6427612304688 None None None +5 1931 0.2817288339138031 636.4544067382812 624.64990234375 None None None +5 1932 0.2816975712776184 636.4507446289062 624.6475830078125 None None None +5 1933 0.28163987398147583 636.4306640625 624.6298828125 None None None +5 1934 0.28172385692596436 636.4019775390625 624.5977172851562 None None None +5 1935 0.2817227840423584 636.37939453125 624.5751342773438 None None None +5 1936 0.2816920280456543 636.3793334960938 624.576416015625 None None None +5 1937 0.28165820240974426 636.3800659179688 624.57861328125 None None None +5 1938 0.2816445827484131 636.37109375 624.5701904296875 None None None +5 1939 0.281644344329834 636.3910522460938 624.5902099609375 None None None +5 1940 0.2816289961338043 636.3715209960938 624.5712890625 None None None +5 1941 0.28161895275115967 636.3974609375 624.5977172851562 None None None +5 1942 0.2816348969936371 636.4306640625 624.6301879882812 None None None +5 1943 0.28163203597068787 636.4309692382812 624.6306762695312 None None None +5 1944 0.28163573145866394 636.4257202148438 624.625244140625 None None None +5 1945 0.28163811564445496 636.4169311523438 624.6163940429688 None None None +5 1946 0.2816590368747711 636.4288940429688 624.62744140625 None None None +5 1947 0.2816506326198578 636.4154663085938 624.6144409179688 None None None +5 1948 0.2816675007343292 636.4169921875 624.6151733398438 None None None +5 1949 0.28181907534599304 636.4491577148438 624.6410522460938 None None None +5 1950 0.28177234530448914 636.443603515625 624.637451171875 None None None +5 1951 0.28175270557403564 636.4365234375 624.6312255859375 None None None +5 1952 0.28170695900917053 636.3892822265625 624.5858154296875 None None None +5 1953 0.2816454768180847 636.3942260742188 624.5933837890625 None None None +5 1954 0.2816464602947235 636.3787231445312 624.5778198242188 None None None +5 1955 0.281711220741272 636.362548828125 624.5588989257812 None None None +5 1956 0.28184178471565247 636.3557739257812 624.5466918945312 None None None +5 1957 0.28177809715270996 636.3704833984375 624.5640869140625 None None None +5 1958 0.2817421853542328 636.38427734375 624.5794067382812 None None None +5 1959 0.28178828954696655 636.4533081054688 624.646484375 None None None +5 1960 0.2817226052284241 636.4773559570312 624.67333984375 None None None +5 1961 0.2817361652851105 636.4951171875 624.6904907226562 None None None +5 1962 0.28167638182640076 636.4647827148438 624.6627197265625 None None None +5 1963 0.2816893458366394 636.4630126953125 624.660400390625 None None None +5 1964 0.2816673815250397 636.4532470703125 624.6515502929688 None None None +5 1965 0.28175240755081177 636.4983520507812 624.6930541992188 None None None +5 1966 0.281779944896698 636.53076171875 624.7242431640625 None None None +5 1967 0.28184330463409424 636.50341796875 624.6942138671875 None None None +5 1968 0.28182587027549744 636.5090942382812 624.7006225585938 None None None +5 1969 0.28182199597358704 636.5240478515625 624.7157592773438 None None None +5 1970 0.2819855809211731 636.5151977539062 624.7000122070312 None None None +5 1971 0.28199800848960876 636.5167846679688 624.7010498046875 None None None +5 1972 0.2819698750972748 636.5283813476562 624.7138061523438 None None None +5 1973 0.28195899724960327 636.5311889648438 624.7171630859375 None None None +5 1974 0.2818955183029175 636.5281372070312 624.716796875 None None None +5 1975 0.2818959057331085 636.5281982421875 624.716796875 None None None +5 1976 0.2818912863731384 636.5537719726562 624.7425537109375 None None None +5 1977 0.28184205293655396 636.5734252929688 624.7643432617188 None None None +5 1978 0.2818284034729004 636.5863037109375 624.7777099609375 None None None +5 1979 0.2818170189857483 636.6185302734375 624.8104858398438 None None None +5 1980 0.28184205293655396 636.6121215820312 624.802978515625 None None None +5 1981 0.281815767288208 636.6221923828125 624.8141479492188 None None None +5 1982 0.28176167607307434 636.63037109375 624.8245849609375 None None None +5 1983 0.2817482650279999 636.6162719726562 624.8109741210938 None None None +5 1984 0.28209036588668823 636.6517333984375 624.8321533203125 None None None +5 1985 0.2820681929588318 636.6226806640625 624.8040771484375 None None None +5 1986 0.28206127882003784 636.66650390625 624.8482055664062 None None None +5 1987 0.28200456500053406 636.6869506835938 624.8709716796875 None None None +5 1988 0.2819579541683197 636.67626953125 624.8623046875 None None None +5 1989 0.28192996978759766 636.6669311523438 624.8541259765625 None None None +5 1990 0.2818645238876343 636.65673828125 624.8467407226562 None None None +5 1991 0.2818700075149536 636.6502685546875 624.8400268554688 None None None +5 1992 0.2818308174610138 636.643798828125 624.8352661132812 None None None +5 1993 0.2818184792995453 636.6328125 624.82470703125 None None None +5 1994 0.28189459443092346 636.6571044921875 624.8458251953125 None None None +5 1995 0.2818951904773712 636.68017578125 624.8688354492188 None None None +5 1996 0.2818560302257538 636.6557006835938 624.8460083007812 None None None +5 1997 0.28186994791030884 636.635009765625 624.8247680664062 None None None +5 1998 0.28181713819503784 636.63623046875 624.8282470703125 None None None +5 1999 0.28174859285354614 636.597412109375 624.792236328125 None None None +5 2000 0.2817455232143402 636.59375 624.7887573242188 None None None +5 2001 0.2817131280899048 636.6204833984375 624.81689453125 None None None +5 2002 0.28166040778160095 636.624267578125 624.8228149414062 None None None +5 2003 0.28163498640060425 636.6265869140625 624.8262329101562 None None None +5 2004 0.2817319631576538 636.6460571289062 624.8417358398438 None None None +5 2005 0.28173378109931946 636.6121826171875 624.8076782226562 None None None +5 2006 0.28173547983169556 636.5993041992188 624.7947387695312 None None None +5 2007 0.28169405460357666 636.6038208007812 624.8009643554688 None None None +5 2008 0.2816915512084961 636.5908203125 624.7880859375 None None None +5 2009 0.28164634108543396 636.5502319335938 624.7493896484375 None None None +5 2010 0.2815991938114166 636.5501708984375 624.751220703125 None None None +5 2011 0.2815777659416199 636.5497436523438 624.7517700195312 None None None +5 2012 0.2815566658973694 636.5615844726562 624.7644653320312 None None None +5 2013 0.2815439701080322 636.5394897460938 624.7428588867188 None None None +5 2014 0.2815372049808502 636.550048828125 624.7537841796875 None None None +5 2015 0.2814922034740448 636.5404052734375 624.7460327148438 None None None +5 2016 0.281484991312027 636.5623168945312 624.7682495117188 None None None +5 2017 0.28148573637008667 636.6143798828125 624.8202514648438 None None None +5 2018 0.2814338505268097 636.6157836914062 624.82373046875 None None None +5 2019 0.2813953161239624 636.619873046875 624.8294677734375 None None None +5 2020 0.2813764810562134 636.6179809570312 624.8284301757812 None None None +5 2021 0.28139108419418335 636.6154174804688 624.8252563476562 None None None +5 2022 0.2813858091831207 636.5835571289062 624.7935791015625 None None None +5 2023 0.2813579738140106 636.6088256835938 624.8200073242188 None None None +5 2024 0.28131765127182007 636.6204833984375 624.8333740234375 None None None +5 2025 0.2812647223472595 636.6087036132812 624.8238525390625 None None None +5 2026 0.28121861815452576 636.6058349609375 624.8228759765625 None None None +5 2027 0.2811717391014099 636.5700073242188 624.7890014648438 None None None +5 2028 0.2811296880245209 636.5919189453125 624.8126831054688 None None None +5 2029 0.28109365701675415 636.5855712890625 624.807861328125 None None None +5 2030 0.2810521125793457 636.5911254882812 624.815185546875 None None None +5 2031 0.28101515769958496 636.5589599609375 624.7844848632812 None None None +5 2032 0.2809770107269287 636.5272827148438 624.7545166015625 None None None +5 2033 0.2809501588344574 636.4832153320312 624.7115478515625 None None None +5 2034 0.280945360660553 636.46533203125 624.69384765625 None None None +5 2035 0.28105682134628296 636.4666748046875 624.6904296875 None None None +5 2036 0.2811124324798584 636.4139404296875 624.6354370117188 None None None +5 2037 0.2810938358306885 636.4127807617188 624.635009765625 None None None +5 2038 0.28107067942619324 636.4645385742188 624.687744140625 None None None +5 2039 0.28103646636009216 636.481689453125 624.7062377929688 None None None +5 2040 0.28109586238861084 636.4509887695312 624.673095703125 None None None +5 2041 0.28106260299682617 636.447509765625 624.6709594726562 None None None +5 2042 0.2810658812522888 636.427734375 624.6510009765625 None None None +5 2043 0.28114044666290283 636.4434204101562 624.66357421875 None None None +5 2044 0.28114187717437744 636.4326782226562 624.6527709960938 None None None +5 2045 0.2811128497123718 636.457763671875 624.6790771484375 None None None +5 2046 0.2810761034488678 636.4794311523438 624.7022705078125 None None None +5 2047 0.281078577041626 636.4822998046875 624.7050170898438 None None None +5 2048 0.28105318546295166 636.4932250976562 624.7169799804688 None None None +5 2049 0.280993789434433 636.4940795898438 624.7202758789062 None None None +5 2050 0.28094375133514404 636.4983520507812 624.7266845703125 None None None +5 2051 0.28094249963760376 636.5523071289062 624.7806396484375 None None None +5 2052 0.28089216351509094 636.5584716796875 624.7888793945312 None None None +5 2053 0.28085848689079285 636.5693969726562 624.80126953125 None None None +5 2054 0.28082290291786194 636.5369262695312 624.770263671875 None None None +5 2055 0.28079211711883545 636.5505981445312 624.7852172851562 None None None +5 2056 0.28081876039505005 636.5579223632812 624.7913818359375 None None None +5 2057 0.28077438473701477 636.55517578125 624.79052734375 None None None +5 2058 0.2808162271976471 636.5643920898438 624.7980346679688 None None None +5 2059 0.28081756830215454 636.5482788085938 624.7818603515625 None None None +5 2060 0.28077661991119385 636.5745239257812 624.8098754882812 None None None +5 2061 0.28081145882606506 636.5783081054688 624.8121948242188 None None None +5 2062 0.28084510564804077 636.5940551757812 624.8264770507812 None None None +5 2063 0.2808406949043274 636.603271484375 624.8358764648438 None None None +5 2064 0.28077298402786255 636.5712280273438 624.8067016601562 None None None +5 2065 0.2809239327907562 636.560302734375 624.7894897460938 None None None +5 2066 0.28090935945510864 636.568359375 624.7981567382812 None None None +5 2067 0.280953049659729 636.633544921875 624.8614501953125 None None None +5 2068 0.28093770146369934 636.6267700195312 624.8552856445312 None None None +5 2069 0.2809073030948639 636.64599609375 624.8758544921875 None None None +5 2070 0.28087031841278076 636.6732177734375 624.9046020507812 None None None +5 2071 0.28081372380256653 636.6851806640625 624.9189453125 None None None +5 2072 0.2807995676994324 636.6798095703125 624.9140625 None None None +5 2073 0.2807440161705017 636.6719970703125 624.9085693359375 None None None +5 2074 0.28083837032318115 636.6398315429688 624.8724365234375 None None None +5 2075 0.2808012068271637 636.6314697265625 624.8656005859375 None None None +5 2076 0.2808138132095337 636.6275634765625 624.8612060546875 None None None +5 2077 0.2807685434818268 636.6402587890625 624.8758544921875 None None None +5 2078 0.28077229857444763 636.6743774414062 624.9097290039062 None None None +5 2079 0.2807188928127289 636.7019653320312 624.9396362304688 None None None +5 2080 0.28068745136260986 636.6837768554688 624.9227905273438 None None None +5 2081 0.28071966767311096 636.6700439453125 624.9076538085938 None None None +5 2082 0.2807726562023163 636.6390380859375 624.8744506835938 None None None +5 2083 0.28082817792892456 636.6312255859375 624.8643188476562 None None None +5 2084 0.28081971406936646 636.6368408203125 624.8703002929688 None None None +5 2085 0.2808498740196228 636.6353149414062 624.867431640625 None None None +5 2086 0.2808137834072113 636.6122436523438 624.8458862304688 None None None +5 2087 0.28078383207321167 636.5968017578125 624.8317260742188 None None None +5 2088 0.2808801233768463 636.5718994140625 624.8028564453125 None None None +5 2089 0.28084462881088257 636.5653076171875 624.7977294921875 None None None +5 2090 0.2808154225349426 636.5133666992188 624.7470092773438 None None None +5 2091 0.28077518939971924 636.4879150390625 624.7232055664062 None None None +5 2092 0.2808274030685425 636.4791259765625 624.7122192382812 None None None +5 2093 0.2808694839477539 636.4789428710938 624.7102661132812 None None None +5 2094 0.2809039354324341 636.4672241210938 624.6971435546875 None None None +5 2095 0.28087860345840454 636.5172119140625 624.7482299804688 None None None +5 2096 0.2808830738067627 636.482666015625 624.7134399414062 None None None +5 2097 0.28085583448410034 636.4608764648438 624.6928100585938 None None None +5 2098 0.2808748185634613 636.440185546875 624.67138671875 None None None +5 2099 0.28082436323165894 636.4523315429688 624.6856689453125 None None None +5 2100 0.2808099687099457 636.4623413085938 624.6962890625 None None None +5 2101 0.2808109223842621 636.454833984375 624.6887817382812 None None None +5 2102 0.28078046441078186 636.4398193359375 624.675048828125 None None None +5 2103 0.2807396650314331 636.4360961914062 624.6729736328125 None None None +5 2104 0.2808135449886322 636.418701171875 624.6525268554688 None None None +5 2105 0.28078243136405945 636.4450073242188 624.6801147460938 None None None +5 2106 0.2807876765727997 636.4144287109375 624.6493530273438 None None None +5 2107 0.28074800968170166 636.3828125 624.6194458007812 None None None +5 2108 0.28070834279060364 636.372314453125 624.610595703125 None None None +5 2109 0.28069809079170227 636.4107666015625 624.6495361328125 None None None +5 2110 0.28066784143447876 636.39892578125 624.638916015625 None None None +5 2111 0.2806495428085327 636.4154663085938 624.6561889648438 None None None +5 2112 0.28058159351348877 636.3892211914062 624.6327514648438 None None None +5 2113 0.28066107630729675 636.3668823242188 624.6071166992188 None None None +5 2114 0.2806347608566284 636.3650512695312 624.6064453125 None None None +5 2115 0.2806526720523834 636.3511352539062 624.591796875 None None None +5 2116 0.280609130859375 636.3672485351562 624.6097412109375 None None None +5 2117 0.2806868255138397 636.3596801757812 624.598876953125 None None None +5 2118 0.2806585431098938 636.3659057617188 624.6063232421875 None None None +5 2119 0.2806061804294586 636.3473510742188 624.5899047851562 None None None +5 2120 0.28064143657684326 636.35546875 624.5966186523438 None None None +5 2121 0.2806399464607239 636.3410034179688 624.5821533203125 None None None +5 2122 0.2805854082107544 636.3319091796875 624.5753173828125 None None None +5 2123 0.28055238723754883 636.3519287109375 624.5966796875 None None None +5 2124 0.28053227066993713 636.3355102539062 624.5811157226562 None None None +5 2125 0.28049275279045105 636.3381958007812 624.58544921875 None None None +5 2126 0.2804487645626068 636.3505859375 624.5996704101562 None None None +5 2127 0.28042837977409363 636.3369750976562 624.5869140625 None None None +5 2128 0.28039494156837463 636.3115844726562 624.5628662109375 None None None +5 2129 0.2804837226867676 636.3357543945312 624.583251953125 None None None +5 2130 0.28048908710479736 636.3652954101562 624.6126098632812 None None None +5 2131 0.28047680854797363 636.3428344726562 624.5906372070312 None None None +5 2132 0.28052377700805664 636.3294067382812 624.5752563476562 None None None +5 2133 0.280498206615448 636.3076782226562 624.5545654296875 None None None +5 2134 0.2804613411426544 636.3366088867188 624.5850830078125 None None None +5 2135 0.28047481179237366 636.399169921875 624.6470947265625 None None None +5 2136 0.28045618534088135 636.4188232421875 624.6675415039062 None None None +5 2137 0.280404657125473 636.4237060546875 624.674560546875 None None None +5 2138 0.2804248332977295 636.4678955078125 624.7179565429688 None None None +5 2139 0.280519038438797 636.4965209960938 624.7426147460938 None None None +5 2140 0.2804768979549408 636.5269165039062 624.7748413085938 None None None +5 2141 0.2804298996925354 636.5198974609375 624.769775390625 None None None +5 2142 0.28038355708122253 636.53369140625 624.7855834960938 None None None +5 2143 0.28038519620895386 636.530517578125 624.7822875976562 None None None +5 2144 0.28035348653793335 636.5327758789062 624.785888671875 None 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None +6 1947 0.266539603471756 631.2734985351562 620.10546875 None None None +6 1948 0.2665153741836548 631.2770385742188 620.110107421875 None None None +6 1949 0.26652073860168457 631.2557983398438 620.0886840820312 None None None +6 1950 0.26663023233413696 631.2340087890625 620.062255859375 None None None +6 1951 0.26661965250968933 631.2398681640625 620.068603515625 None None None +6 1952 0.26657533645629883 631.2030639648438 620.0336303710938 None None None +6 1953 0.2665178179740906 631.183837890625 620.0167846679688 None None None +6 1954 0.2665140628814697 631.1392211914062 619.9723510742188 None None None +6 1955 0.26650410890579224 631.1112670898438 619.94482421875 None None None +6 1956 0.26646867394447327 631.1163330078125 619.9513549804688 None None None +6 1957 0.26640504598617554 631.0957641601562 619.9334106445312 None None None +6 1958 0.26659291982650757 631.104248046875 619.9340209960938 None None None +6 1959 0.26652073860168457 631.1195068359375 619.9523315429688 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0.253353089094162 628.1871337890625 617.5706787109375 None None None +7 1983 0.2533074617385864 628.1771850585938 617.5626220703125 None None None +7 1984 0.2533450424671173 628.2092895507812 617.5931396484375 None None None +7 1985 0.253373920917511 628.2219848632812 617.6046142578125 None None None +7 1986 0.2533346116542816 628.2052612304688 617.5895385742188 None None None +7 1987 0.253304123878479 628.2070922851562 617.5925903320312 None None None +7 1988 0.25328347086906433 628.1715698242188 617.5579833984375 None None None +7 1989 0.25324779748916626 628.1538696289062 617.541748046875 None None None +7 1990 0.25321900844573975 628.15087890625 617.5399780273438 None None None +7 1991 0.25320136547088623 628.1217651367188 617.5115966796875 None None None +7 1992 0.2532704472541809 628.1538696289062 617.5408325195312 None None None +7 1993 0.25322479009628296 628.1251220703125 617.5140380859375 None None None +7 1994 0.2531907856464386 628.0960693359375 617.4863891601562 None None None +7 1995 0.2532305419445038 628.0907592773438 617.4794311523438 None None None +7 1996 0.2532520294189453 628.1248779296875 617.5126342773438 None None None +7 1997 0.2532219886779785 628.1254272460938 617.514404296875 None None None +7 1998 0.2531885802745819 628.1283569335938 617.5187377929688 None None None +7 1999 0.25345349311828613 628.1467895507812 617.5260620117188 None None None +7 2000 0.253619909286499 628.1557006835938 617.5279541015625 None None None +7 2001 0.2536352276802063 628.1822509765625 617.5538940429688 None None None +7 2002 0.2536112070083618 628.2130126953125 617.585693359375 None None None +7 2003 0.25360387563705444 628.1825561523438 617.5554809570312 None None None +7 2004 0.25365182757377625 628.1608276367188 617.5317993164062 None None None +7 2005 0.2536487877368927 628.1380615234375 617.5091552734375 None None None +7 2006 0.25363925099372864 628.1279296875 617.4994506835938 None None None +7 2007 0.2536100447177887 628.0968017578125 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0.253909170627594 628.124755859375 617.4847412109375 None None None +7 2047 0.2538714110851288 628.0952758789062 617.4568481445312 None None None +7 2048 0.2538937032222748 628.1080322265625 617.4686889648438 None None None +7 2049 0.2538728415966034 628.1051635742188 617.4667358398438 None None None +7 2050 0.25401538610458374 628.086181640625 617.4417724609375 None None None +7 2051 0.25398698449134827 628.0684204101562 617.4251098632812 None None None +7 2052 0.25402331352233887 628.053955078125 617.4091796875 None None None +7 2053 0.25402510166168213 628.0076904296875 617.3628540039062 None None None +7 2054 0.25401657819747925 628.0083618164062 617.3638916015625 None None None +7 2055 0.2540600299835205 627.9871215820312 617.3408813476562 None None None +7 2056 0.25404319167137146 627.9810180664062 617.3353881835938 None None None +7 2057 0.2540495991706848 627.9721069335938 617.3262329101562 None None None +7 2058 0.25405949354171753 627.9509887695312 617.3047485351562 None None None +7 2059 0.2540300488471985 627.996826171875 617.351806640625 None None None +7 2060 0.25398796796798706 628.0142822265625 617.3710327148438 None None None +7 2061 0.25394102931022644 627.9903564453125 617.3489990234375 None None None +7 2062 0.2539447247982025 627.9669189453125 617.325439453125 None None None +7 2063 0.2539200782775879 627.95947265625 617.319091796875 None None None +7 2064 0.25387895107269287 627.9505004882812 617.311767578125 None None None +7 2065 0.2538600564002991 627.9561767578125 617.3182373046875 None None None +7 2066 0.25402534008026123 627.9952392578125 617.3504028320312 None None None +7 2067 0.2540441155433655 627.9739379882812 617.3283081054688 None None None +7 2068 0.2540029287338257 627.979736328125 617.3358154296875 None None None +7 2069 0.2539632320404053 627.9691162109375 617.3268432617188 None None None +7 2070 0.25396832823753357 627.9847412109375 617.34228515625 None None None +7 2071 0.25394558906555176 627.9741821289062 617.3326416015625 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0.2467053383588791 624.551025390625 614.2128295898438 None None None +8 1858 0.24664707481861115 624.5364379882812 614.2007446289062 None None None +8 1859 0.24677437543869019 624.5505981445312 614.2095947265625 None None None +8 1860 0.246748685836792 624.5621948242188 614.2223510742188 None None None +8 1861 0.2467249631881714 624.5418701171875 614.2030029296875 None None None +8 1862 0.24668964743614197 624.557861328125 614.220458984375 None None None +8 1863 0.24666379392147064 624.53662109375 614.2003784179688 None None None +8 1864 0.2466253787279129 624.5355224609375 614.2008666992188 None None None +8 1865 0.2466159611940384 624.5401000976562 614.2058715820312 None None None +8 1866 0.24658328294754028 624.486083984375 614.1531372070312 None None None +8 1867 0.24658052623271942 624.4556884765625 614.1228637695312 None None None +8 1868 0.24655328691005707 624.4164428710938 614.0847778320312 None None None +8 1869 0.2465175837278366 624.42919921875 614.0989990234375 None None None +8 1870 0.24654953181743622 624.380126953125 614.0486450195312 None None None +8 1871 0.24650968611240387 624.4083862304688 614.0785522460938 None None None +8 1872 0.24648243188858032 624.42822265625 614.0995483398438 None None None +8 1873 0.24647699296474457 624.4381713867188 614.1097412109375 None None None +8 1874 0.24647444486618042 624.443359375 614.1150512695312 None None None +8 1875 0.24644646048545837 624.4130249023438 614.0858154296875 None None None +8 1876 0.2464110553264618 624.4247436523438 614.09912109375 None None None +8 1877 0.24639500677585602 624.4076538085938 614.0826416015625 None None None +8 1878 0.24648214876651764 624.4153442382812 614.086669921875 None None None +8 1879 0.24644127488136292 624.4102172851562 614.0833129882812 None None None +8 1880 0.24644894897937775 624.4249877929688 614.0977783203125 None None None +8 1881 0.2463943511247635 624.410400390625 614.0855102539062 None None None +8 1882 0.2463788241147995 624.4591674804688 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624.6445922851562 614.3121337890625 None None None +8 1973 0.24665643274784088 624.6464233398438 614.3103637695312 None None None +8 1974 0.24664820730686188 624.6363525390625 614.3006591796875 None None None +8 1975 0.24668322503566742 624.6373901367188 614.3001708984375 None None None +8 1976 0.24663664400577545 624.6281127929688 614.2929077148438 None None None +8 1977 0.24660943448543549 624.622802734375 614.2887573242188 None None None +8 1978 0.24657656252384186 624.6233520507812 614.2906494140625 None None None +8 1979 0.24654826521873474 624.6182861328125 614.2868041992188 None None None +8 1980 0.2465364784002304 624.6173095703125 614.286376953125 None None None +8 1981 0.2465692013502121 624.6531982421875 614.3208618164062 None None None +8 1982 0.24657225608825684 624.6785888671875 614.3461303710938 None None None +8 1983 0.24664682149887085 624.6722412109375 614.3366088867188 None None None +8 1984 0.24665941298007965 624.6707763671875 614.3345947265625 None None None +8 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None +8 1998 0.24651828408241272 624.6657104492188 614.3355102539062 None None None +8 1999 0.24650341272354126 624.66552734375 614.3360595703125 None None None +8 2000 0.24646775424480438 624.6752319335938 614.3472290039062 None None None +8 2001 0.24643279612064362 624.6370849609375 614.3106079101562 None None None +8 2002 0.24639582633972168 624.6251220703125 614.3001098632812 None None None +8 2003 0.2464490681886673 624.6409301757812 614.3137817382812 None None None +8 2004 0.24641530215740204 624.6866455078125 614.3609008789062 None None None +8 2005 0.24640776216983795 624.6749267578125 614.3494873046875 None None None +8 2006 0.24649667739868164 624.6822509765625 614.3530883789062 None None None +8 2007 0.24652495980262756 624.6959228515625 614.3655395507812 None None None +8 2008 0.24650199711322784 624.701171875 614.3717651367188 None None None +8 2009 0.24645474553108215 624.7213745117188 614.3939819335938 None None None +8 2010 0.2465534657239914 624.6785278320312 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0.24666132032871246 624.6785888671875 614.3425903320312 None None None +8 2037 0.24664254486560822 624.6834106445312 614.3482055664062 None None None +8 2038 0.2466478943824768 624.6675415039062 614.3320922851562 None None None +8 2039 0.24658605456352234 624.681640625 614.3488159179688 None None None +8 2040 0.2465483695268631 624.6763305664062 614.3450317382812 None None None +8 2041 0.24652573466300964 624.6402587890625 614.3099365234375 None None None +8 2042 0.24654284119606018 624.6128540039062 614.2817993164062 None None None +8 2043 0.24655334651470184 624.6244506835938 614.29296875 None None None +8 2044 0.24655339121818542 624.638671875 614.30712890625 None None None +8 2045 0.24656106531620026 624.6253662109375 614.29345703125 None None None +8 2046 0.24653975665569305 624.6257934570312 614.2947998046875 None None None +8 2047 0.24652302265167236 624.6181030273438 614.287841796875 None None None +8 2048 0.2464710921049118 624.6275634765625 614.2994384765625 None None None +8 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0.24697726964950562 624.9121704101562 614.5628662109375 None None None +8 2101 0.2469383031129837 624.9164428710938 614.5687255859375 None None None +8 2102 0.24690672755241394 624.8831787109375 614.536865234375 None None None +8 2103 0.2468908727169037 624.9191284179688 614.573486328125 None None None +8 2104 0.24685919284820557 624.9244384765625 614.580078125 None None None +8 2105 0.24683383107185364 624.9239501953125 614.5806884765625 None None None +8 2106 0.24687422811985016 624.927001953125 614.5819091796875 None None None +8 2107 0.24687817692756653 624.9098510742188 614.564697265625 None None None +8 2108 0.24686112999916077 624.9075927734375 614.5631103515625 None None None +8 2109 0.24682791531085968 624.880126953125 614.5370483398438 None None None +8 2110 0.24677065014839172 624.8749389648438 614.5342407226562 None None None +8 2111 0.2468479573726654 624.8684692382812 614.5245971679688 None None None +8 2112 0.24679000675678253 624.84619140625 614.5047607421875 None None 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0.23160330951213837 621.2473754882812 611.54345703125 None None None +10 1846 0.23156651854515076 621.2525634765625 611.5501708984375 None None None +10 1847 0.23153190314769745 621.250732421875 611.5498046875 None None None +10 1848 0.23151420056819916 621.2317504882812 611.5316162109375 None None None +10 1849 0.2316339612007141 621.22119140625 611.5159912109375 None None None +10 1850 0.23160560429096222 621.230224609375 611.5262451171875 None None None +10 1851 0.2315557301044464 621.1884765625 611.486572265625 None None None +10 1852 0.23152197897434235 621.1721801757812 611.4716796875 None None None +10 1853 0.23148272931575775 621.1879272460938 611.4890747070312 None None None +10 1854 0.23144981265068054 621.1969604492188 611.49951171875 None None None +10 1855 0.2314000427722931 621.1904907226562 611.4951171875 None None None +10 1856 0.2314838021993637 621.2208862304688 611.52197265625 None None None +10 1857 0.23146308958530426 621.1956787109375 611.4976806640625 None None 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621.2517700195312 611.531005859375 None None None +10 1871 0.23200766742229462 621.224609375 611.5037841796875 None None None +10 1872 0.2319904863834381 621.2345581054688 611.5144653320312 None None None +10 1873 0.2320045530796051 621.256103515625 611.535400390625 None None None +10 1874 0.23236528038978577 621.2490844726562 611.5132446289062 None None None +10 1875 0.23235377669334412 621.2597045898438 611.5242919921875 None None None +10 1876 0.23233826458454132 621.2723388671875 611.53759765625 None None None +10 1877 0.2323342263698578 621.2930908203125 611.55859375 None None None +10 1878 0.2322966456413269 621.3128051757812 611.5797729492188 None None None +10 1879 0.23228444159030914 621.329345703125 611.5967407226562 None None None +10 1880 0.23236066102981567 621.3157958984375 611.5800170898438 None None None +10 1881 0.23235751688480377 621.3138427734375 611.5782470703125 None None None +10 1882 0.2322983294725418 621.3214721679688 611.5884399414062 None None None +10 1883 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0.23205168545246124 621.4774780273438 611.7549438476562 None None None +10 1947 0.23200568556785583 621.460693359375 611.7401123046875 None None None +10 1948 0.23204922676086426 621.4475708007812 611.7251586914062 None None None +10 1949 0.23204320669174194 621.4649047851562 611.7427368164062 None None None +10 1950 0.23205770552158356 621.4647216796875 611.7420043945312 None None None +10 1951 0.23202523589134216 621.4749145507812 611.7534790039062 None None None +10 1952 0.2320191115140915 621.4742431640625 611.7530517578125 None None None +10 1953 0.23199142515659332 621.490234375 611.7702026367188 None None None +10 1954 0.23195943236351013 621.5016479492188 611.7830200195312 None None None +10 1955 0.2319430112838745 621.4950561523438 611.777099609375 None None None +10 1956 0.23189908266067505 621.4918212890625 611.7756958007812 None None None +10 1957 0.23186589777469635 621.5011596679688 611.7864379882812 None None None +10 1958 0.23180997371673584 621.4779663085938 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621.4957275390625 611.8018798828125 None None None +10 1972 0.23140522837638855 621.5128784179688 611.8173217773438 None None None +10 1973 0.23135526478290558 621.5001831054688 611.8067016601562 None None None +10 1974 0.23133531212806702 621.5061645507812 611.8135375976562 None None None +10 1975 0.23132389783859253 621.5015258789062 611.8093872070312 None None None +10 1976 0.23130065202713013 621.5365600585938 611.8453979492188 None None None +10 1977 0.2312622368335724 621.531494140625 611.8419189453125 None None None +10 1978 0.23126354813575745 621.5927734375 611.9031982421875 None None None +10 1979 0.23121331632137299 621.5798950195312 611.892333984375 None None None +10 1980 0.23126785457134247 621.5946655273438 611.9048461914062 None None None +10 1981 0.23124514520168304 621.6102294921875 611.92138671875 None None None +10 1982 0.23127202689647675 621.5956420898438 611.9057006835938 None None None +10 1983 0.23130649328231812 621.5909423828125 611.8995971679688 None None 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None +11 1910 0.2168334573507309 619.68359375 610.5977783203125 None None None +11 1911 0.21689538657665253 619.6845703125 610.5961303710938 None None None +11 1912 0.21689490973949432 619.6527709960938 610.5643920898438 None None None +11 1913 0.2169002741575241 619.6290283203125 610.5404052734375 None None None +11 1914 0.21690531075000763 619.6264038085938 610.5375366210938 None None None +11 1915 0.21689149737358093 619.6412963867188 610.5530395507812 None None None +11 1916 0.21689638495445251 619.6077270507812 610.519287109375 None None None +11 1917 0.2168840914964676 619.6347045898438 610.5467529296875 None None None +11 1918 0.21688446402549744 619.6080932617188 610.5201416015625 None None None +11 1919 0.21689976751804352 619.6098022460938 610.5211791992188 None None None +11 1920 0.2169126272201538 619.6201171875 610.531005859375 None None None +11 1921 0.2169046252965927 619.601806640625 610.5130004882812 None None None +11 1922 0.21693472564220428 619.6121215820312 610.5220947265625 None None None +11 1923 0.2169800102710724 619.5963745117188 610.5045166015625 None None None +11 1924 0.2169565111398697 619.5714111328125 610.4805297851562 None None None +11 1925 0.21692590415477753 619.5773315429688 610.4876708984375 None None None +11 1926 0.21688805520534515 619.567138671875 610.4791259765625 None None None +11 1927 0.21687519550323486 619.573974609375 610.4865112304688 None None None +11 1928 0.21685561537742615 619.5899658203125 610.5032958984375 None None None +11 1929 0.21682977676391602 619.5980224609375 610.512451171875 None None None +11 1930 0.21692577004432678 619.6023559570312 610.5128173828125 None None None +11 1931 0.21687649190425873 619.616455078125 610.5289916992188 None None None +11 1932 0.21688686311244965 619.6290893554688 610.5411987304688 None None None +11 1933 0.21690218150615692 619.6593627929688 610.5708618164062 None None None +11 1934 0.2169022113084793 619.701416015625 610.6129150390625 None None None +11 1935 0.2168860137462616 619.7310791015625 610.6432495117188 None None None +11 1936 0.2168412059545517 619.7410278320312 610.6550903320312 None None None +11 1937 0.2168348729610443 619.7413330078125 610.6557006835938 None None None +11 1938 0.21681302785873413 619.7559814453125 610.6712646484375 None None None +11 1939 0.21685582399368286 619.7413330078125 610.65478515625 None None None +11 1940 0.21687574684619904 619.752685546875 610.6653442382812 None None None +11 1941 0.21693122386932373 619.7789916992188 610.6892700195312 None None None +11 1942 0.21694181859493256 619.7886352539062 610.698486328125 None None None +11 1943 0.2169438898563385 619.8125 610.7222900390625 None None None +11 1944 0.21694982051849365 619.7821044921875 610.691650390625 None None None +11 1945 0.21691735088825226 619.7745971679688 610.6854858398438 None None None +11 1946 0.21688060462474823 619.7698974609375 610.682373046875 None None None +11 1947 0.21684440970420837 619.8014526367188 610.7154541015625 None None None +11 1948 0.21685048937797546 619.82666015625 610.740478515625 None None None +11 1949 0.21706372499465942 619.82177734375 610.7266235351562 None None None +11 1950 0.21714450418949127 619.7900390625 610.6915283203125 None None None +11 1951 0.21710757911205292 619.8131103515625 610.7161254882812 None None None +11 1952 0.21709148585796356 619.7623291015625 610.666015625 None None None +11 1953 0.21707266569137573 619.7527465820312 610.6572875976562 None None None +11 1954 0.2170315980911255 619.7632446289062 610.6694946289062 None None None +11 1955 0.21699801087379456 619.776123046875 610.6837768554688 None None None +11 1956 0.2170497328042984 619.78759765625 610.693115234375 None None None +11 1957 0.2170434445142746 619.8003540039062 610.7061767578125 None None None +11 1958 0.21706625819206238 619.8048706054688 610.7097778320312 None None None +11 1959 0.21715272963047028 619.79345703125 610.6947021484375 None None None +11 1960 0.21716108918190002 619.78369140625 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0.21712149679660797 619.7628173828125 610.665283203125 None None None +11 1974 0.21708723902702332 619.7689208984375 610.6728515625 None None None +11 1975 0.21705150604248047 619.7843627929688 610.6897583007812 None None None +11 1976 0.21709437668323517 619.8076171875 610.7112426757812 None None None +11 1977 0.21706664562225342 619.7765502929688 610.6813354492188 None None None +11 1978 0.21705372631549835 619.7294311523438 610.6347045898438 None None None +11 1979 0.21706537902355194 619.7122802734375 610.6170654296875 None None None +11 1980 0.2170717716217041 619.716796875 610.621337890625 None None None +11 1981 0.21710911393165588 619.6930541992188 610.5960083007812 None None None +11 1982 0.21708644926548004 619.6919555664062 610.5958251953125 None None None +11 1983 0.21723295748233795 619.7088012695312 610.6065673828125 None None None +11 1984 0.21720845997333527 619.7075805664062 610.6064453125 None None None +11 1985 0.2171834409236908 619.6962890625 610.59619140625 None 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619.6742553710938 610.5687866210938 None None None +11 1999 0.21732762455940247 619.6491088867188 610.5430297851562 None None None +11 2000 0.21729004383087158 619.6831665039062 610.57861328125 None None None +11 2001 0.21730437874794006 619.7142944335938 610.6091918945312 None None None +11 2002 0.21730872988700867 619.7432250976562 610.6378784179688 None None None +11 2003 0.21737214922904968 619.763671875 610.6557006835938 None None None +11 2004 0.21742576360702515 619.7669677734375 610.65673828125 None None None +11 2005 0.21766632795333862 619.763671875 610.643310546875 None None None +11 2006 0.2176225185394287 619.7835693359375 610.6651000976562 None None None +11 2007 0.21760247647762299 619.79833984375 610.6806640625 None None None +11 2008 0.21758785843849182 619.8076782226562 610.690673828125 None None None +11 2009 0.21759198606014252 619.8453369140625 610.7281494140625 None None None +11 2010 0.21760223805904388 619.8236694335938 610.7060546875 None None None +11 2011 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None +12 1963 0.21403248608112335 617.1521606445312 608.184326171875 None None None +12 1964 0.21398191154003143 617.1581420898438 608.1924438476562 None None None +12 1965 0.2139761596918106 617.1564331054688 608.1909790039062 None None None +12 1966 0.21395820379257202 617.138427734375 608.1737670898438 None None None +12 1967 0.21403023600578308 617.1200561523438 608.15234375 None None None +12 1968 0.21403507888317108 617.1119995117188 608.1441040039062 None None None +12 1969 0.21415387094020844 617.1260375976562 608.1531372070312 None None None +12 1970 0.21413002908229828 617.12548828125 608.153564453125 None None None +12 1971 0.21410071849822998 617.1347045898438 608.1641235351562 None None None +12 1972 0.21407169103622437 617.144775390625 608.1754150390625 None None None +12 1973 0.21406523883342743 617.1500854492188 608.1810302734375 None None None +12 1974 0.21403644979000092 617.1315307617188 608.1637573242188 None None None +12 1975 0.21410396695137024 617.136474609375 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0.21389204263687134 617.2474975585938 608.28564453125 None None None +12 1989 0.21389321982860565 617.2389526367188 608.277099609375 None None None +12 1990 0.21390728652477264 617.2540283203125 608.2916259765625 None None None +12 1991 0.21395587921142578 617.2623291015625 608.2978515625 None None None +12 1992 0.21393094956874847 617.29052734375 608.3270874023438 None None None +12 1993 0.21407458186149597 617.2984619140625 608.3289794921875 None None None +12 1994 0.21406108140945435 617.2900390625 608.3211669921875 None None None +12 1995 0.21403548121452332 617.2925415039062 608.3247680664062 None None None +12 1996 0.21401764452457428 617.2991943359375 608.3321533203125 None None None +12 1997 0.21399323642253876 617.2870483398438 608.321044921875 None None None +12 1998 0.21397539973258972 617.2716674804688 608.306396484375 None None None +12 1999 0.2139851152896881 617.3054809570312 608.3397827148438 None None None +12 2000 0.2139635980129242 617.261474609375 608.2967529296875 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b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/model_outputs/models/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/new_model_format/bias_model_scaled.tar with get_new_tf_model_format.py diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..f037671540e2912e58af12aaa318ca7b7b2ff59d --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 0.0 +counts_sum_max_thresh 10894.27 +trainings_pts_post_thresh 192001 diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5384e64d6fa2c0239b3c7a8b541ca7f3dbe1ff6 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/model_outputs/models/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..1a5041e6da1925ca86e36bfe4c1f8eb272057590 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 41.9 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/model_outputs/models/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_3.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d784289c926aa0f057b5f893e45b2245937f91f2 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/model_outputs/models/chrombpnet_nobias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_3/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..6979077285d8f28ecbae96577e99a8c9b2b5fc87 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR923VTG/logfile.modelling.fold_3.ENCSR923VTG.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 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@@ +{ + "cmd": "pipeline", + "genome": "/oak/stanford/groups/akundaje/ziwei75/atac_seq_pipeline/hg38/GRCh38_no_alt_analysis_set_GCA_000001405.15.fasta", + "chrom_sizes": "/oak/stanford/groups/akundaje/ziwei75/atac_seq_pipeline/hg38/GRCh38_EBV.chrom.sizes.tsv", + "input_bam_file": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/preprocessing/bigWigs/ENCSR923VTG.bigWig", + "input_fragment_file": null, + "input_tagalign_file": null, + "output_dir": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs", + "data_type": "ATAC", + "peaks": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/auxiliary/filtered.peaks.bed", + "nonpeaks": "/scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/auxiliary/filtered.nonpeaks.bed", + "chr_fold_path": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_4.json", + "outlier_threshold": 0.9999, + "ATAC_ref_path": null, + "DNASE_ref_path": 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1.466317892074585 744.034423828125 684.2098388671875 None None None +0 1875 1.4656529426574707 743.963623046875 684.166259765625 None None None +0 1876 1.4649648666381836 743.920654296875 684.1513671875 None None None +0 1877 1.4645062685012817 743.9155883789062 684.1649169921875 None None None +0 1878 1.4639451503753662 743.8807983398438 684.153076171875 None None None +0 1879 1.4633381366729736 743.8564453125 684.1535034179688 None None None +0 1880 1.4626808166503906 743.8134765625 684.1373291015625 None None None +0 1881 1.4620692729949951 743.7593383789062 684.108154296875 None None None +0 1882 1.4614304304122925 743.7037963867188 684.07861328125 None None None +0 1883 1.4608865976333618 743.7213745117188 684.118408203125 None None None +0 1884 1.4602423906326294 743.6390991210938 684.0623779296875 None None None +0 1885 1.4598084688186646 743.5800170898438 684.0209350585938 None None None +0 1886 1.4591548442840576 743.5458984375 684.0134887695312 None None None +0 1887 1.4585334062576294 743.5335693359375 684.0265502929688 None None None +0 1888 1.4578988552093506 743.5073852539062 684.0263061523438 None None None +0 1889 1.4573450088500977 743.4947509765625 684.0362548828125 None None None +0 1890 1.4567317962646484 743.3997802734375 683.9663696289062 None None None +0 1891 1.456155776977539 743.350830078125 683.9408569335938 None None None +0 1892 1.4555549621582031 743.3275146484375 683.9420166015625 None None None +0 1893 1.4549896717071533 743.2996826171875 683.9371948242188 None None None +0 1894 1.4543919563293457 743.2574462890625 683.9193115234375 None None None +0 1895 1.4537760019302368 743.2212524414062 683.9083251953125 None None None +0 1896 1.4532808065414429 743.2059326171875 683.9132080078125 None None None +0 1897 1.4526464939117432 743.146728515625 683.8798828125 None None None +0 1898 1.4520554542541504 743.1212158203125 683.8785400390625 None None None +0 1899 1.4514087438583374 743.088134765625 683.871826171875 None None None +0 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1.4442260265350342 742.7723999023438 683.84912109375 None None None +0 1914 1.4436458349227905 742.7117309570312 683.8120727539062 None None None +0 1915 1.44308602809906 742.7003173828125 683.8235473632812 None None None +0 1916 1.4424957036972046 742.6334838867188 683.78076171875 None None None +0 1917 1.4418619871139526 742.57080078125 683.743896484375 None None None +0 1918 1.441275715827942 742.5372924804688 683.7343139648438 None None None +0 1919 1.4407118558883667 742.4733276367188 683.6934204101562 None None None +0 1920 1.4401590824127197 742.49365234375 683.736328125 None None None +0 1921 1.4396326541900635 742.4533081054688 683.7174072265625 None None None +0 1922 1.4392058849334717 742.386474609375 683.66796875 None None None +0 1923 1.43868887424469 742.3485717773438 683.6511840820312 None None None +0 1924 1.4381217956542969 742.3239135742188 683.6497192382812 None None None +0 1925 1.4375343322753906 742.2830200195312 683.6328125 None None None +0 1926 1.4369587898254395 742.2355346679688 683.6087646484375 None None None +0 1927 1.43636953830719 742.13232421875 683.5296020507812 None None None +0 1928 1.4358524084091187 742.1052856445312 683.523681640625 None None None +0 1929 1.4354742765426636 742.0194091796875 683.4531860351562 None None None +0 1930 1.434906005859375 741.974853515625 683.431884765625 None None None +0 1931 1.4345076084136963 741.9700317382812 683.4432983398438 None None None +0 1932 1.4340202808380127 741.931396484375 683.424560546875 None None None +0 1933 1.4334752559661865 741.8751220703125 683.3905029296875 None None None +0 1934 1.4329627752304077 741.8617553710938 683.3980102539062 None None None +0 1935 1.4324889183044434 741.8583984375 683.4139404296875 None None None +0 1936 1.4319112300872803 741.8035888671875 683.3826904296875 None None None +0 1937 1.4313902854919434 741.8073120117188 683.4076538085938 None None None +0 1938 1.4309815168380737 741.774658203125 683.3916625976562 None None None +0 1939 1.4305363893508911 741.7473754882812 683.382568359375 None None None +0 1940 1.4300745725631714 741.7092895507812 683.3633422851562 None None None +0 1941 1.4295051097869873 741.6808471679688 683.358154296875 None None None +0 1942 1.4289807081222534 741.6859741210938 683.3846435546875 None None None +0 1943 1.4284650087356567 741.6907348632812 683.4104614257812 None None None +0 1944 1.427945852279663 741.6487426757812 683.3896484375 None None None +0 1945 1.4274009466171265 741.6072998046875 683.3704223632812 None None None +0 1946 1.427056908607483 741.58544921875 683.3626098632812 None None None +0 1947 1.4264318943023682 741.5518798828125 683.3546142578125 None None None +0 1948 1.4259059429168701 741.4857177734375 683.3098754882812 None None None +0 1949 1.425484299659729 741.4331665039062 683.2745971679688 None None None +0 1950 1.4249179363250732 741.3797607421875 683.2443237304688 None None None +0 1951 1.4244095087051392 741.4051513671875 683.2904052734375 None None None +0 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1.4041836261749268 740.0159301757812 682.7262573242188 None None None +0 1992 1.4036520719528198 740.019287109375 682.7512817382812 None None None +0 1993 1.4031734466552734 739.9762573242188 682.7277221679688 None None None +0 1994 1.4025975465774536 739.954345703125 682.7293701171875 None None None +0 1995 1.4020590782165527 739.9410400390625 682.738037109375 None None None +0 1996 1.4015154838562012 739.9180908203125 682.7373046875 None None None +0 1997 1.4013370275497437 739.8867797851562 682.7132568359375 None None None +0 1998 1.4008440971374512 739.8988647460938 682.7454223632812 None None None +0 1999 1.4002948999404907 739.8624877929688 682.7314453125 None None None +0 2000 1.3997372388839722 739.7838134765625 682.675537109375 None None None +0 2001 1.3992215394973755 739.7389526367188 682.6516723632812 None None None +0 2002 1.3987058401107788 739.7068481445312 682.640625 None None None +0 2003 1.3981455564498901 739.6871948242188 682.6438598632812 None None None +0 2004 1.3975601196289062 739.619140625 682.5997314453125 None None None +0 2005 1.3970379829406738 739.62744140625 682.6292724609375 None None None +0 2006 1.3966565132141113 739.57275390625 682.5901489257812 None None None +0 2007 1.3961412906646729 739.5162353515625 682.5546875 None None None +0 2008 1.3957500457763672 739.4539184570312 682.5083618164062 None None None +0 2009 1.3952213525772095 739.4298095703125 682.5057983398438 None None None +0 2010 1.3948910236358643 739.39697265625 682.4864501953125 None None None +0 2011 1.3943240642547607 739.3873291015625 682.4999389648438 None None None +0 2012 1.3937726020812988 739.3197021484375 682.454833984375 None None None +0 2013 1.3932325839996338 739.2595825195312 682.416748046875 None None None +0 2014 1.3927339315414429 739.2172241210938 682.3947143554688 None None None +0 2015 1.3922085762023926 739.1946411132812 682.3935546875 None None None +0 2016 1.391669750213623 739.2085571289062 682.429443359375 None None None +0 2017 1.3911081552505493 739.1990356445312 682.4428100585938 None None None +0 2018 1.3905943632125854 739.1546630859375 682.4193725585938 None None None +0 2019 1.3901277780532837 739.1337280273438 682.41748046875 None None None +0 2020 1.3896257877349854 739.1221313476562 682.4263916015625 None None None +0 2021 1.389086127281189 739.0985717773438 682.4248046875 None None None +0 2022 1.3885334730148315 739.1237182617188 682.472412109375 None None None +0 2023 1.3883424997329712 739.0858764648438 682.4424438476562 None None None +0 2024 1.3877665996551514 739.0610961914062 682.441162109375 None None None +0 2025 1.3874253034591675 739.0869750976562 682.4808959960938 None None None +0 2026 1.38689386844635 739.0137939453125 682.429443359375 None None None +0 2027 1.3864094018936157 738.9879760742188 682.4234008789062 None None None +0 2028 1.3859217166900635 738.9651489257812 682.4204711914062 None None None +0 2029 1.3853875398635864 738.91943359375 682.3965454101562 None None None +0 2030 1.384844422340393 738.8536987304688 682.3529663085938 None None None +0 2031 1.384284496307373 738.8097534179688 682.3319091796875 None None None +0 2032 1.3839130401611328 738.7559204101562 682.2931518554688 None None None +0 2033 1.3834478855133057 738.7054443359375 682.2616577148438 None None None +0 2034 1.382985234260559 738.68701171875 682.2621459960938 None None None +0 2035 1.3824573755264282 738.6485595703125 682.2452392578125 None None None +0 2036 1.3819324970245361 738.5801391601562 682.1983032226562 None None None +0 2037 1.3813753128051758 738.528076171875 682.1689453125 None None None +0 2038 1.3808099031448364 738.4890747070312 682.1530151367188 None None None +0 2039 1.3804491758346558 738.4319458007812 682.1106567382812 None None None +0 2040 1.3800705671310425 738.408447265625 682.1026611328125 None None None +0 2041 1.3796265125274658 738.4124145507812 682.124755859375 None None None +0 2042 1.3790535926818848 738.3756103515625 682.111328125 None None None +0 2043 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0.33170947432518005 645.7510375976562 632.2166748046875 None None None +2 1935 0.3316795229911804 645.7562866210938 632.2230834960938 None None None +2 1936 0.3318244218826294 645.7766723632812 632.237548828125 None None None +2 1937 0.33173513412475586 645.7749633789062 632.239501953125 None None None +2 1938 0.3317468464374542 645.7784423828125 632.242431640625 None None None +2 1939 0.33170780539512634 645.7354736328125 632.2011108398438 None None None +2 1940 0.33167093992233276 645.7146606445312 632.1817626953125 None None None +2 1941 0.33157938718795776 645.7252197265625 632.196044921875 None None None +2 1942 0.33151617646217346 645.7222900390625 632.1956787109375 None None None +2 1943 0.3315102458000183 645.6992797851562 632.1729736328125 None None None +2 1944 0.3314889967441559 645.6829223632812 632.157470703125 None None None +2 1945 0.3314334452152252 645.7106323242188 632.1874389648438 None None None +2 1946 0.3313692808151245 645.7042236328125 632.1836547851562 None None None +2 1947 0.3313046097755432 645.6942749023438 632.1763305664062 None None None +2 1948 0.33135589957237244 645.7083129882812 632.1882934570312 None None None +2 1949 0.3313523530960083 645.7091064453125 632.189208984375 None None None +2 1950 0.331299751996994 645.6943359375 632.1766357421875 None None None +2 1951 0.3313048183917999 645.7259521484375 632.2080078125 None None None +2 1952 0.33142489194869995 645.737060546875 632.2142944335938 None None None +2 1953 0.331350177526474 645.7354125976562 632.2156372070312 None None None +2 1954 0.33132392168045044 645.7276611328125 632.2090454101562 None None None +2 1955 0.3313007354736328 645.7633666992188 632.2456665039062 None None None +2 1956 0.3312356173992157 645.7235107421875 632.2084350585938 None None None +2 1957 0.3313162624835968 645.729736328125 632.21142578125 None None None +2 1958 0.33128026127815247 645.7265014648438 632.2096557617188 None None None +2 1959 0.3312188386917114 645.7402954101562 632.2260131835938 None None None +2 1960 0.3312261700630188 645.7384643554688 632.223876953125 None None None +2 1961 0.33119311928749084 645.758056640625 632.2447509765625 None None None +2 1962 0.33112600445747375 645.7548828125 632.244384765625 None None None +2 1963 0.33112281560897827 645.7496948242188 632.2393188476562 None None None +2 1964 0.3310556411743164 645.7438354492188 632.2362060546875 None None None +2 1965 0.3310852348804474 645.7633056640625 632.2544555664062 None None None +2 1966 0.33101892471313477 645.7867431640625 632.2805786132812 None None None +2 1967 0.33100977540016174 645.8074340820312 632.3016357421875 None None None +2 1968 0.3309875726699829 645.8252563476562 632.3203125 None None None +2 1969 0.33095383644104004 645.799072265625 632.2955322265625 None None None +2 1970 0.33089783787727356 645.7421875 632.240966796875 None None None +2 1971 0.33084967732429504 645.7207641601562 632.2215576171875 None None None +2 1972 0.3308243155479431 645.737060546875 632.2388305664062 None None None +2 1973 0.33077242970466614 645.7155151367188 632.2193603515625 None None None +2 1974 0.33076199889183044 645.741943359375 632.2462768554688 None None None +2 1975 0.33069348335266113 645.719970703125 632.22705078125 None None None +2 1976 0.3306680917739868 645.6889038085938 632.1970825195312 None None None +2 1977 0.33062100410461426 645.7256469726562 632.2357177734375 None None None +2 1978 0.3305894434452057 645.7384643554688 632.249755859375 None None None +2 1979 0.3306000828742981 645.7343139648438 632.2451782226562 None None None +2 1980 0.3306270241737366 645.7387084960938 632.2484741210938 None None None +2 1981 0.330707848072052 645.742431640625 632.2489013671875 None None None +2 1982 0.330605149269104 645.7568359375 632.2675170898438 None None None +2 1983 0.33059293031692505 645.788330078125 632.2994995117188 None None None +2 1984 0.3305581212043762 645.81640625 632.3291015625 None None None +2 1985 0.3305757939815521 645.8099365234375 632.3218994140625 None None None +2 1986 0.3305743634700775 645.7867431640625 632.2987670898438 None None None +2 1987 0.330504447221756 645.8125 632.3273315429688 None None None +2 1988 0.33058539032936096 645.7824096679688 632.2940063476562 None None None +2 1989 0.3305588662624359 645.7803344726562 632.2930297851562 None None None +2 1990 0.33066025376319885 645.80078125 632.309326171875 None None None +2 1991 0.3306385278701782 645.8055419921875 632.31494140625 None None None +2 1992 0.33055320382118225 645.7882080078125 632.3010864257812 None None None +2 1993 0.33058035373687744 645.7756958007812 632.2874755859375 None None None +2 1994 0.33053940534591675 645.7710571289062 632.2845458984375 None None None +2 1995 0.3305685222148895 645.7369995117188 632.249267578125 None None None +2 1996 0.3305775225162506 645.7060546875 632.2179565429688 None None None +2 1997 0.3306082487106323 645.7074584960938 632.2180786132812 None None None +2 1998 0.33061453700065613 645.6927490234375 632.203125 None None None +2 1999 0.330628365278244 645.6845703125 632.1943969726562 None None None +2 2000 0.33059924840927124 645.6983642578125 632.2093505859375 None None None +2 2001 0.330593466758728 645.66650390625 632.177734375 None None None +2 2002 0.3306257128715515 645.728271484375 632.2382202148438 None None None +2 2003 0.3308330476284027 645.741455078125 632.2429809570312 None None None +2 2004 0.33089977502822876 645.7669677734375 632.2656860351562 None None None +2 2005 0.33089399337768555 645.7785034179688 632.2774658203125 None None None +2 2006 0.33089175820350647 645.7958374023438 632.2949829101562 None None None +2 2007 0.3308791518211365 645.7614135742188 632.2610473632812 None None None +2 2008 0.33084002137184143 645.7621459960938 632.2633056640625 None None None +2 2009 0.33083656430244446 645.7742309570312 632.2755737304688 None None None +2 2010 0.33078089356422424 645.7796020507812 632.2831420898438 None None None +2 2011 0.33084630966186523 645.8040161132812 632.3048706054688 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629.0213623046875 617.5604858398438 None None None +4 1991 0.28086042404174805 628.9881591796875 617.5284423828125 None None None +4 1992 0.2808474004268646 629.0158081054688 617.5565185546875 None None None +4 1993 0.28081420063972473 629.0283203125 617.5704345703125 None None None +4 1994 0.2807796001434326 629.0531005859375 617.5966186523438 None None None +4 1995 0.2807912826538086 629.0469970703125 617.5899658203125 None None None +4 1996 0.2807542383670807 629.0662231445312 617.6107788085938 None None None +4 1997 0.2807179093360901 629.0531616210938 617.5991821289062 None None None +4 1998 0.2806631922721863 629.0385131835938 617.5867919921875 None None None +4 1999 0.2806181013584137 629.0364379882812 617.5865478515625 None None None +4 2000 0.2805726230144501 628.9846801757812 617.53662109375 None None None +4 2001 0.28054770827293396 628.99951171875 617.552490234375 None None None +4 2002 0.28052839636802673 628.97216796875 617.5259399414062 None None None +4 2003 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0.2705824077129364 623.5741577148438 612.534912109375 None None None +5 1977 0.27054136991500854 623.586669921875 612.549072265625 None None None +5 1978 0.2706625759601593 623.6144409179688 612.5719604492188 None None None +5 1979 0.27086660265922546 623.6000366210938 612.5491943359375 None None None +5 1980 0.27083706855773926 623.6182250976562 612.568603515625 None None None +5 1981 0.27082595229148865 623.5835571289062 612.5344848632812 None None None +5 1982 0.27081945538520813 623.6148071289062 612.5659790039062 None None None +5 1983 0.2708088457584381 623.6085205078125 612.5601196289062 None None None +5 1984 0.2708180546760559 623.60498046875 612.5562744140625 None None None +5 1985 0.2707429826259613 623.6272583007812 612.5816040039062 None None None +5 1986 0.27072644233703613 623.6448974609375 612.5999755859375 None None None +5 1987 0.2706528902053833 623.6898193359375 612.6478881835938 None None None +5 1988 0.27077433466911316 623.6799926757812 612.6331787109375 None None None +5 1989 0.2707556486129761 623.70556640625 612.6594848632812 None None None +5 1990 0.2707546651363373 623.7400512695312 612.6940307617188 None None None +5 1991 0.2707063853740692 623.720458984375 612.6763916015625 None None None +5 1992 0.2706795632839203 623.6923217773438 612.6493530273438 None None None +5 1993 0.27065226435661316 623.6703491210938 612.6285400390625 None None None +5 1994 0.2706102430820465 623.6446533203125 612.6044921875 None None None +5 1995 0.2706972062587738 623.6582641601562 612.6146240234375 None None None +5 1996 0.270718514919281 623.6950073242188 612.650390625 None None None +5 1997 0.27066168189048767 623.6808471679688 612.6385498046875 None None None +5 1998 0.2706722617149353 623.6822509765625 612.6395874023438 None None None +5 1999 0.2706267535686493 623.6846313476562 612.643798828125 None None None +5 2000 0.27060964703559875 623.698974609375 612.6588745117188 None None None +5 2001 0.2706065773963928 623.6832275390625 612.6432495117188 None None None +5 2002 0.2706032693386078 623.67724609375 612.6373291015625 None None None +5 2003 0.27055251598358154 623.66455078125 612.6267700195312 None None None +5 2004 0.27056655287742615 623.6449584960938 612.6066284179688 None None None +5 2005 0.27051061391830444 623.6121215820312 612.5759887695312 None None None +5 2006 0.270494669675827 623.6094970703125 612.5740356445312 None None None +5 2007 0.27045032382011414 623.6008911132812 612.5671997070312 None None None +5 2008 0.27048447728157043 623.5889892578125 612.5538940429688 None None None +5 2009 0.27049392461776733 623.5689086914062 612.533447265625 None None None +5 2010 0.27048152685165405 623.6049194335938 612.5699462890625 None None None +5 2011 0.27044740319252014 623.6220703125 612.5885009765625 None None None +5 2012 0.27046218514442444 623.6144409179688 612.5802612304688 None None None +5 2013 0.27046871185302734 623.609130859375 612.5746459960938 None None None +5 2014 0.2705514430999756 623.5984497070312 612.5606689453125 None None None +5 2015 0.27051660418510437 623.6087036132812 612.5723266601562 None None None +5 2016 0.27047839760780334 623.5909423828125 612.55615234375 None None None +5 2017 0.27042919397354126 623.5723266601562 612.53955078125 None None None +5 2018 0.2703929841518402 623.5995483398438 612.5682983398438 None None None +5 2019 0.2703430652618408 623.6077270507812 612.5784912109375 None None None +5 2020 0.27030453085899353 623.6019897460938 612.5743408203125 None None None +5 2021 0.2702988088130951 623.5736694335938 612.5462036132812 None None None +5 2022 0.270274817943573 623.5728759765625 612.5463256835938 None None None +5 2023 0.27023327350616455 623.5482177734375 612.5233764648438 None None None +5 2024 0.27019813656806946 623.56640625 612.54296875 None None None +5 2025 0.27015870809555054 623.5843505859375 612.5625 None None None +5 2026 0.27014678716659546 623.6356811523438 612.6143188476562 None None None +5 2027 0.2701178193092346 623.6305541992188 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0.26994386315345764 623.6927490234375 612.6795654296875 None None None +5 2067 0.2699195146560669 623.6580200195312 612.6458129882812 None None None +5 2068 0.2698736786842346 623.6724243164062 612.662109375 None None None +5 2069 0.2698657810688019 623.6674194335938 612.6573486328125 None None None +5 2070 0.2700032889842987 623.6626586914062 612.6470336914062 None None None +5 2071 0.26995983719825745 623.6505737304688 612.63671875 None None None +5 2072 0.2699117958545685 623.6376342773438 612.6256713867188 None None None +5 2073 0.2698732614517212 623.6358642578125 612.62548828125 None None None +5 2074 0.2698323130607605 623.6029052734375 612.5941772460938 None None None +5 2075 0.2697802186012268 623.6087036132812 612.6021728515625 None None None +5 2076 0.26977720856666565 623.6021118164062 612.5957641601562 None None None +5 2077 0.2697824537754059 623.592041015625 612.5853881835938 None None None +5 2078 0.26977217197418213 623.5978393554688 612.5916137695312 None None None +5 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606.5640869140625 None None None +7 1963 0.24079033732414246 616.4053955078125 606.5811767578125 None None None +7 1964 0.24075482785701752 616.4088745117188 606.5860595703125 None None None +7 1965 0.2407134622335434 616.4029541015625 606.5818481445312 None None None +7 1966 0.24068231880664825 616.382080078125 606.5623168945312 None None None +7 1967 0.2406621128320694 616.3829345703125 606.56396484375 None None None +7 1968 0.24067933857440948 616.3883056640625 606.5687255859375 None None None +7 1969 0.2406810075044632 616.373779296875 606.5541381835938 None None None +7 1970 0.24067959189414978 616.3201904296875 606.5005493164062 None None None +7 1971 0.24069511890411377 616.2932739257812 606.4729614257812 None None None +7 1972 0.2407047152519226 616.305419921875 606.4848022460938 None None None +7 1973 0.24069301784038544 616.3475952148438 606.5274658203125 None None None +7 1974 0.24071121215820312 616.3676147460938 606.5466918945312 None None None +7 1975 0.2406875044107437 616.3724365234375 606.5524291992188 None None None +7 1976 0.2406584471464157 616.390869140625 606.572021484375 None None None +7 1977 0.24060912430286407 616.39697265625 606.5801391601562 None None None +7 1978 0.24058251082897186 616.3697509765625 606.5540161132812 None None None +7 1979 0.2405540496110916 616.3602294921875 606.545654296875 None None None +7 1980 0.24053287506103516 616.3297119140625 606.5160522460938 None None None +7 1981 0.24067029356956482 616.3416137695312 606.5222778320312 None None None +7 1982 0.24063614010810852 616.3370361328125 606.51904296875 None None None +7 1983 0.24060070514678955 616.3141479492188 606.4976196289062 None None None +7 1984 0.24057887494564056 616.3165283203125 606.5008544921875 None None None +7 1985 0.24054484069347382 616.290771484375 606.4764404296875 None None None +7 1986 0.24054144322872162 616.2463989257812 606.4323120117188 None None None +7 1987 0.24059619009494781 616.26171875 606.4453125 None None None +7 1988 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2001 0.24038603901863098 616.2345581054688 606.4268188476562 None None None +7 2002 0.24036720395088196 616.2101440429688 606.4031372070312 None None None +7 2003 0.24036113917827606 616.2056884765625 606.39892578125 None None None +7 2004 0.2403283268213272 616.205810546875 606.4003295898438 None None None +7 2005 0.24038831889629364 616.1951904296875 606.38720703125 None None None +7 2006 0.24037006497383118 616.194091796875 606.3868408203125 None None None +7 2007 0.2404928058385849 616.2064819335938 606.3943481445312 None None None +7 2008 0.24046801030635834 616.1924438476562 606.3812866210938 None None None +7 2009 0.24045750498771667 616.1924438476562 606.3817138671875 None None None +7 2010 0.24043767154216766 616.2042236328125 606.3943481445312 None None None +7 2011 0.2404177188873291 616.1728515625 606.36376953125 None None None +7 2012 0.2404891401529312 616.163818359375 606.351806640625 None None None +7 2013 0.24046534299850464 616.1585693359375 606.3475341796875 None 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0.2405456006526947 616.2158813476562 606.4015502929688 None None None +7 2053 0.2405368685722351 616.2218017578125 606.4078979492188 None None None +7 2054 0.2405126839876175 616.21337890625 606.4004516601562 None None None +7 2055 0.24048005044460297 616.2236938476562 606.4120483398438 None None None +7 2056 0.24047426879405975 616.2288818359375 606.4174194335938 None None None +7 2057 0.24057602882385254 616.22607421875 606.4105224609375 None None None +7 2058 0.24058344960212708 616.2427368164062 606.4268188476562 None None None +7 2059 0.2405722588300705 616.2262573242188 606.4108276367188 None None None +7 2060 0.24054653942584991 616.2505493164062 606.4361572265625 None None None +7 2061 0.24058449268341064 616.2567749023438 606.4408569335938 None None None +7 2062 0.24062100052833557 616.2431030273438 606.4256591796875 None None None +7 2063 0.24059338867664337 616.24267578125 606.4264526367188 None None None +7 2064 0.24056896567344666 616.23681640625 606.4215698242188 None 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None None None +8 1943 0.23162834346294403 613.7985229492188 604.3485717773438 None None None +8 1944 0.23162150382995605 613.805419921875 604.3557739257812 None None None +8 1945 0.2316092848777771 613.7833251953125 604.3341064453125 None None None +8 1946 0.2317809760570526 613.7813110351562 604.3250732421875 None None None +8 1947 0.23172026872634888 613.7816772460938 604.3279418945312 None None None +8 1948 0.23188866674900055 613.7838134765625 604.3233032226562 None None None +8 1949 0.23186616599559784 613.7840576171875 604.324462890625 None None None +8 1950 0.2318411022424698 613.7824096679688 604.3237915039062 None None None +8 1951 0.2318251132965088 613.7866821289062 604.3286743164062 None None None +8 1952 0.23180542886257172 613.7518310546875 604.2946166992188 None None None +8 1953 0.23182499408721924 613.73779296875 604.2798461914062 None None None +8 1954 0.23188349604606628 613.7451171875 604.2847290039062 None None None +8 1955 0.2318793088197708 613.7243041992188 604.26416015625 None None None +8 1956 0.23185205459594727 613.7029418945312 604.2438354492188 None None None +8 1957 0.23188497126102448 613.6900634765625 604.2295532226562 None None None +8 1958 0.23188191652297974 613.7252807617188 604.2649536132812 None None None +8 1959 0.23183980584144592 613.7310180664062 604.2723999023438 None None None +8 1960 0.2318919450044632 613.717529296875 604.2567749023438 None None None +8 1961 0.23190481960773468 613.7017211914062 604.240478515625 None None None +8 1962 0.23193436861038208 613.669921875 604.20751953125 None None None +8 1963 0.23191824555397034 613.6524047851562 604.1906127929688 None None None +8 1964 0.23191626369953156 613.6689453125 604.2072143554688 None None None +8 1965 0.2320098727941513 613.6478271484375 604.1821899414062 None None None +8 1966 0.23200415074825287 613.6395874023438 604.1742553710938 None None None +8 1967 0.23198829591274261 613.6327514648438 604.1680297851562 None None None +8 1968 0.23195166885852814 613.6433715820312 604.1802368164062 None None None +8 1969 0.2319371998310089 613.6807250976562 604.2181396484375 None None None +8 1970 0.23192758858203888 613.6683959960938 604.2062377929688 None None None +8 1971 0.23192550241947174 613.6704711914062 604.2084350585938 None None None +8 1972 0.2319468855857849 613.6641845703125 604.2013549804688 None None None +8 1973 0.23207251727581024 613.6607666015625 604.1928100585938 None None None +8 1974 0.23207904398441315 613.6546630859375 604.1864624023438 None None None +8 1975 0.23202762007713318 613.6734008789062 604.2072143554688 None None None +8 1976 0.23197041451931 613.6392211914062 604.1753540039062 None None None +8 1977 0.23193606734275818 613.6353149414062 604.1729125976562 None None None +8 1978 0.23191939294338226 613.6082153320312 604.1465454101562 None None None +8 1979 0.23187316954135895 613.5923461914062 604.1325073242188 None None None +8 1980 0.23189911246299744 613.6007080078125 604.1398315429688 None None None +8 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604.1295776367188 None None None +8 1994 0.2320457100868225 613.5665283203125 604.0996704101562 None None None +8 1995 0.23205584287643433 613.5398559570312 604.0725708007812 None None None +8 1996 0.23206329345703125 613.5164184570312 604.048828125 None None None +8 1997 0.2320898473262787 613.5563354492188 604.087646484375 None None None +8 1998 0.23206503689289093 613.5380249023438 604.0703735351562 None None None +8 1999 0.2320375293493271 613.5590209960938 604.0924682617188 None None None +8 2000 0.2320033460855484 613.5772094726562 604.112060546875 None None None +8 2001 0.23200072348117828 613.6121215820312 604.1470947265625 None None None +8 2002 0.23199869692325592 613.6061401367188 604.14111328125 None None None +8 2003 0.23199418187141418 613.5975341796875 604.1326904296875 None None None +8 2004 0.2319619208574295 613.5888671875 604.1253662109375 None None None +8 2005 0.23192381858825684 613.6016235351562 604.1396484375 None None None +8 2006 0.23189111053943634 613.5715942382812 604.1109619140625 None None None +8 2007 0.23184522986412048 613.556396484375 604.09765625 None None None +8 2008 0.2318340688943863 613.596923828125 604.1385498046875 None None None +8 2009 0.23183582723140717 613.5678100585938 604.1094360351562 None None None +8 2010 0.23182770609855652 613.5835571289062 604.12548828125 None None None +8 2011 0.2318265587091446 613.5921630859375 604.1340942382812 None None None +8 2012 0.23180444538593292 613.64404296875 604.1868896484375 None None None +8 2013 0.23175643384456635 613.626708984375 604.1714477539062 None None None +8 2014 0.23175600171089172 613.6478271484375 604.192626953125 None None None +8 2015 0.23172993957996368 613.65771484375 604.20361328125 None None None +8 2016 0.2317095845937729 613.6824951171875 604.229248046875 None None None +8 2017 0.23166780173778534 613.6730346679688 604.2214965820312 None None None +8 2018 0.2316439300775528 613.6716918945312 604.2210693359375 None None None +8 2019 0.2316618114709854 613.662109375 604.2108154296875 None None None +8 2020 0.23167407512664795 613.6483154296875 604.196533203125 None None None +8 2021 0.23166385293006897 613.667724609375 604.2163696289062 None None None +8 2022 0.23161116242408752 613.6533203125 604.2041015625 None None None +8 2023 0.23160886764526367 613.6369018554688 604.1878051757812 None None None +8 2024 0.23159508407115936 613.6279296875 604.1793823242188 None None None +8 2025 0.2315591275691986 613.6557006835938 604.2086181640625 None None None +8 2026 0.2315218150615692 613.6827392578125 604.2371215820312 None None None +8 2027 0.23149599134922028 613.681884765625 604.2373657226562 None None None +8 2028 0.2314816117286682 613.6774291992188 604.2335205078125 None None None +8 2029 0.23147828876972198 613.6981811523438 604.2543334960938 None None None +8 2030 0.2314915806055069 613.7135009765625 604.2691650390625 None None None +8 2031 0.23146788775920868 613.664306640625 604.2208862304688 None None None +8 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0.23175720870494843 613.7971801757812 604.3418579101562 None None None +8 2046 0.23171530663967133 613.763427734375 604.309814453125 None None None +8 2047 0.23177851736545563 613.7967529296875 604.3405151367188 None None None +8 2048 0.23178637027740479 613.7914428710938 604.3348999023438 None None None +8 2049 0.23181678354740143 613.8070678710938 604.3492431640625 None None None +8 2050 0.23181091248989105 613.8139038085938 604.3563232421875 None None None +8 2051 0.2317996770143509 613.7568969726562 604.2998046875 None None None +8 2052 0.23178626596927643 613.7954711914062 604.3389282226562 None None None +8 2053 0.23178958892822266 613.8090209960938 604.3523559570312 None None None +8 2054 0.23179031908512115 613.8019409179688 604.34521484375 None None None +8 2055 0.23181042075157166 613.7874145507812 604.3298950195312 None None None +8 2056 0.23176804184913635 613.7889404296875 604.3331909179688 None None None +8 2057 0.2317522019147873 613.8076171875 604.3524780273438 None 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0.23174022138118744 613.8167724609375 604.3623657226562 None None None +8 2110 0.23172256350517273 613.8087768554688 604.3551025390625 None None None +8 2111 0.23169778287410736 613.8142700195312 604.3616333007812 None None None +8 2112 0.23168407380580902 613.8140869140625 604.3619995117188 None None None +8 2113 0.23163312673568726 613.7908935546875 604.3409423828125 None None None +8 2114 0.23162414133548737 613.8159790039062 604.3663330078125 None None None +8 2115 0.23160772025585175 613.8239135742188 604.375 None None None +8 2116 0.2316214144229889 613.80517578125 604.3556518554688 None None None +8 2117 0.23156672716140747 613.7797241210938 604.3323974609375 None None None +8 2118 0.23157772421836853 613.7933959960938 604.3456420898438 None None None +8 2119 0.2316073328256607 613.7869262695312 604.3380126953125 None None None +8 2120 0.2316180318593979 613.7561645507812 604.3067626953125 None None None +8 2121 0.23159915208816528 613.7546997070312 604.3060913085938 None None None +8 2122 0.2316466122865677 613.7444458007812 604.2939453125 None None None +8 2123 0.23166990280151367 613.7490234375 604.297607421875 None None None +8 2124 0.23174503445625305 613.7803344726562 604.325927734375 None None None +8 2125 0.23168623447418213 613.7675170898438 604.3156127929688 None None None +8 2126 0.2316795289516449 613.768310546875 604.3165893554688 None None None +8 2127 0.2317085564136505 613.781005859375 604.3281860351562 None None None +8 2128 0.23170632123947144 613.8048095703125 604.3521118164062 None None None +8 2129 0.23167039453983307 613.78955078125 604.3382568359375 None None None +8 2130 0.2316756248474121 613.816162109375 604.3646240234375 None None None +8 2131 0.23165301978588104 613.8292846679688 604.378662109375 None None None +8 2132 0.23163525760173798 613.8680419921875 604.4181518554688 None None None +8 2133 0.23177823424339294 613.836669921875 604.3809814453125 None None None +8 2134 0.23178255558013916 613.8383178710938 604.3825073242188 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602.8839111328125 None None None +9 1974 0.2271956205368042 612.1625366210938 602.8928833007812 None None None +9 1975 0.227207213640213 612.1263427734375 602.8562622070312 None None None +9 1976 0.2272501289844513 612.0853881835938 602.8135375976562 None None None +9 1977 0.22722774744033813 612.0687866210938 602.7978515625 None None None +9 1978 0.22724276781082153 612.0726928710938 602.80126953125 None None None +9 1979 0.22722196578979492 612.07080078125 602.8001708984375 None None None +9 1980 0.2272443026304245 612.0623779296875 602.790771484375 None None None +9 1981 0.2272433191537857 612.0873413085938 602.8157958984375 None None None +9 1982 0.22722305357456207 612.0808715820312 602.8102416992188 None None None +9 1983 0.22719036042690277 612.0814208984375 602.8120727539062 None None None +9 1984 0.22718720138072968 612.06982421875 602.800537109375 None None None +9 1985 0.22716553509235382 612.08642578125 602.8179931640625 None None None +9 1986 0.22731827199459076 612.0681762695312 602.7933959960938 None None None +9 1987 0.2272820919752121 612.0499267578125 602.7766723632812 None None None +9 1988 0.2272825390100479 612.06982421875 602.7965698242188 None None None +9 1989 0.2272893488407135 612.0892944335938 602.8157958984375 None None None +9 1990 0.22725941240787506 612.0771484375 602.8048095703125 None None None +9 1991 0.22747230529785156 612.148681640625 602.8677368164062 None None None +9 1992 0.22746559977531433 612.1466064453125 602.865966796875 None None None +9 1993 0.22762054204940796 612.1802978515625 602.893310546875 None None None +9 1994 0.22764840722084045 612.168701171875 602.880615234375 None None None +9 1995 0.22762618958950043 612.1634521484375 602.876220703125 None None None +9 1996 0.22759965062141418 612.1474609375 602.861328125 None None None +9 1997 0.22758646309375763 612.1146850585938 602.8291015625 None None None +9 1998 0.2276252657175064 612.1188354492188 602.8316040039062 None None None +9 1999 0.22759628295898438 612.1195678710938 602.8336181640625 None None None +9 2000 0.2277352213859558 612.1219482421875 602.830322265625 None None None +9 2001 0.22771383821964264 612.1253662109375 602.8345336914062 None None None +9 2002 0.22767215967178345 612.1141967773438 602.8250122070312 None None None +9 2003 0.22778601944446564 612.0958251953125 602.8020629882812 None None None +9 2004 0.2277468740940094 612.0986938476562 602.8065185546875 None None None +9 2005 0.22784116864204407 612.1349487304688 602.8388671875 None None None +9 2006 0.22777868807315826 612.1094360351562 602.8159790039062 None None None +9 2007 0.22773025929927826 612.1045532226562 602.8131103515625 None None None +9 2008 0.22770656645298004 612.133544921875 602.8430786132812 None None None +9 2009 0.22767885029315948 612.1061401367188 602.8167724609375 None None None +9 2010 0.22764387726783752 612.0919189453125 602.803955078125 None None None +9 2011 0.22767721116542816 612.127197265625 602.8379516601562 None 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None +10 1863 0.21938639879226685 610.8275146484375 601.8762817382812 None None None +10 1864 0.21934667229652405 610.791748046875 601.8421630859375 None None None +10 1865 0.21930435299873352 610.7792358398438 601.831298828125 None None None +10 1866 0.21929365396499634 610.7792358398438 601.831787109375 None None None +10 1867 0.2192455679178238 610.765380859375 601.8198852539062 None None None +10 1868 0.21920914947986603 610.7528686523438 601.8087768554688 None None None +10 1869 0.21917574107646942 610.7460327148438 601.8033447265625 None None None +10 1870 0.21918758749961853 610.7305297851562 601.787353515625 None None None +10 1871 0.2191547304391861 610.7308959960938 601.7890014648438 None None None +10 1872 0.21910859644412994 610.7326049804688 601.7926025390625 None None None +10 1873 0.2192057967185974 610.7108154296875 601.766845703125 None None None +10 1874 0.21918974816799164 610.6896362304688 601.7463989257812 None None None +10 1875 0.21919864416122437 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None None None +10 1901 0.2191675752401352 610.7341918945312 601.791748046875 None None None +10 1902 0.21925297379493713 610.7393798828125 601.79345703125 None None None +10 1903 0.2193235158920288 610.7310791015625 601.7823486328125 None None None +10 1904 0.2193053811788559 610.7127685546875 601.7648315429688 None None None +10 1905 0.21927441656589508 610.6851196289062 601.7384643554688 None None None +10 1906 0.21924184262752533 610.6845092773438 601.7391967773438 None None None +10 1907 0.21919900178909302 610.6585693359375 601.7149658203125 None None None +10 1908 0.21916772425174713 610.634765625 601.6924438476562 None None None +10 1909 0.21913476288318634 610.61865234375 601.6776733398438 None None None +10 1910 0.21918442845344543 610.608642578125 601.6656494140625 None None None +10 1911 0.21928557753562927 610.5971069335938 601.64990234375 None None None +10 1912 0.2192510962486267 610.5765380859375 601.6307373046875 None None None +10 1913 0.21924060583114624 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610.7216796875 601.7738037109375 None None None +10 1952 0.21926099061965942 610.7540283203125 601.8075561523438 None None None +10 1953 0.21926085650920868 610.7542114257812 601.8076782226562 None None None +10 1954 0.2192457765340805 610.7650756835938 601.8191528320312 None None None +10 1955 0.21927043795585632 610.7908935546875 601.843994140625 None None None +10 1956 0.21925213932991028 610.82470703125 601.8786010742188 None None None +10 1957 0.21922364830970764 610.8002319335938 601.855224609375 None None None +10 1958 0.21921803057193756 610.7826538085938 601.837890625 None None None +10 1959 0.2192074954509735 610.7858276367188 601.8414306640625 None None None +10 1960 0.21929419040679932 610.78173828125 601.8338012695312 None None None +10 1961 0.21926939487457275 610.77197265625 601.8251342773438 None None None +10 1962 0.21922720968723297 610.8126220703125 601.8674926757812 None None None +10 1963 0.21922653913497925 610.8135375976562 601.8684692382812 None None None +10 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None +10 1977 0.2191474288702011 610.8123779296875 601.8704223632812 None None None +10 1978 0.2191944122314453 610.7900390625 601.84619140625 None None None +10 1979 0.21921417117118835 610.8193359375 601.8746948242188 None None None +10 1980 0.2192193567752838 610.846923828125 601.902099609375 None None None +10 1981 0.21918679773807526 610.8733520507812 601.9298706054688 None None None +10 1982 0.2191985696554184 610.861328125 601.9173583984375 None None None +10 1983 0.21925002336502075 610.8886108398438 601.9425659179688 None None None +10 1984 0.21922792494297028 610.9224853515625 601.9773559570312 None None None +10 1985 0.219200000166893 610.9346923828125 601.9906616210938 None None None +10 1986 0.2192053645849228 610.9307250976562 601.9865112304688 None None None +10 1987 0.21926261484622955 610.9185791015625 601.9720458984375 None None None +10 1988 0.2192593812942505 610.9024047851562 601.9559936523438 None None None +10 1989 0.21924994885921478 610.8765869140625 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0000000000000000000000000000000000000000..b8599c3d3f3ac9ed871cb815add4df5fa35b5480 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/models/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/new_model_format/bias_model_scaled.tar with get_new_tf_model_format.py diff --git a/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a5e4f89cd255f951d8d3d5fa0c56f2cfeedf838e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 0.0 +counts_sum_max_thresh 10274.63 +trainings_pts_post_thresh 194382 diff --git a/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..49fe25651669ffd1b207aeb38ef32a9c0722c51c --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/models/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9fd2a0412f3510d9d926d893d6851b21daffd713 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 40.8 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/users/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/models/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_4.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..db04d8eed9f07c0c5dfda2a7f0868fe13f34f80a --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/model_outputs/models/chrombpnet_nobias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR923VTG/fold_4/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb72ee6205c99bd2c38c4855102c2cd32aaf632e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR923VTG/logfile.modelling.fold_4.ENCSR923VTG.epoch_loss.csv @@ -0,0 +1,15 @@ 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