diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..0f1098f6fb72e4e93f4a3193be0f8229863e44fb --- /dev/null +++ b/README.md @@ -0,0 +1,120 @@ +--- +license: mit +library_name: chrombpnet +tags: + - encode + - chrombpnet + - chromatin-accessibility + - ATAC + - nerve + - 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 sciatic nerve (ENCSR619LHF) +- Model: ChromBPNet +- Assay: ATAC-seq +- Experiment: [ENCSR619LHF](https://www.encodeproject.org/experiments/ENCSR619LHF/) +- Model annotation: [ENCSR463ATK](https://www.encodeproject.org/annotations/ENCSR463ATK/) +- Biosample: sciatic nerve (Full name: Homo sapiens sciatic nerve tissue female adult (47 years)) +- Cell slim(s): None +- Organ slim(s): nerve +- Developmental slim(s): ectoderm +- System slim(s): peripheral-nervous-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.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.args.json b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..5168d4bcf8bb93441b446419b73570088fe4acb1 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//preprocessing/bigWigs/ENCSR619LHF.bigWig", + "peaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//chrombpnet_model_feb15//filtered.peaks.bed", + "nonpeaks": "/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//chrombpnet_model_feb15//filtered.nonpeaks.bed", + "output_prefix": "/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//chrombpnet_model_feb15//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//chrombpnet_model_feb15//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.batch_loss.tsv b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..20eed818fd721ce40ae5ba95a5977f94746cf1c6 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.batch_loss.tsv @@ -0,0 +1,38761 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 1.2283557653427124 656.036376953125 614.026611328125 None None None +0 1 573.0065307617188 20225.03515625 628.2129516601562 None None None +0 2 382.4389953613281 13702.4189453125 623.0053100585938 None None None +0 3 287.13201904296875 10440.935546875 621.0204467773438 None None None +0 4 229.9122772216797 8473.822265625 610.8230590820312 None None None +0 5 191.7637939453125 7160.00927734375 601.68798828125 None None None +0 6 164.48098754882812 6215.31103515625 590.0614013671875 None None None +0 7 144.05078125 5514.77978515625 588.24365234375 None None None +0 8 128.19915771484375 4975.287109375 590.876953125 None None None +0 9 115.49076080322266 4538.4521484375 588.668212890625 None None None +0 10 105.0878677368164 4179.92626953125 585.9218139648438 None None None +0 11 96.442626953125 3888.132568359375 589.794921875 None None None +0 12 89.10157775878906 3635.308837890625 588.0350952148438 None None None +0 13 82.83436584472656 3422.029052734375 589.0936889648438 None None None +0 14 77.36077117919922 3230.472412109375 584.7340698242188 None None None +0 15 72.59083557128906 3067.56201171875 584.95556640625 None None None +0 16 68.40656280517578 2926.205078125 586.7007446289062 None None None +0 17 64.67826080322266 2800.519287109375 588.5227661132812 None None None +0 18 61.330474853515625 2684.9287109375 587.426513671875 None None None +0 19 58.33494186401367 2584.11669921875 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1.5451741218566895 624.9445190429688 572.10009765625 None None None +0 1945 1.5446065664291382 624.9221801757812 572.0971069335938 None None None +0 1946 1.5439406633377075 624.8961181640625 572.0938720703125 None None None +0 1947 1.5433323383331299 624.8892211914062 572.1077270507812 None None None +0 1948 1.5426547527313232 624.82568359375 572.0673828125 None None None +0 1949 1.5420340299606323 624.8129272460938 572.0758666992188 None None None +0 1950 1.541455864906311 624.8076171875 572.09033203125 None None None +0 1951 1.5408952236175537 624.804931640625 572.1068115234375 None None None +0 1952 1.5402765274047852 624.76513671875 572.0881958007812 None None None +0 1953 1.539648175239563 624.7235717773438 572.0681762695312 None None None +0 1954 1.539060354232788 624.72216796875 572.0868530273438 None None None +0 1955 1.5384109020233154 624.6849365234375 572.0718383789062 None None None +0 1956 1.5378179550170898 624.67138671875 572.0784912109375 None None None +0 1957 1.5372368097305298 624.667724609375 572.0946655273438 None None None +0 1958 1.5366640090942383 624.6791381835938 572.125732421875 None None None +0 1959 1.5360326766967773 624.6421508789062 572.1103515625 None None None +0 1960 1.5353962182998657 624.634765625 572.1246948242188 None None None +0 1961 1.5347626209259033 624.6202392578125 572.1318969726562 None None None +0 1962 1.5341695547103882 624.6165771484375 572.1484985351562 None None None +0 1963 1.5335921049118042 624.5909423828125 572.142578125 None None None +0 1964 1.532960295677185 624.5591430664062 572.1323852539062 None None None +0 1965 1.5324034690856934 624.5569458007812 572.1492309570312 None None None +0 1966 1.5318230390548706 624.5386962890625 572.15087890625 None None None +0 1967 1.5312706232070923 624.5167236328125 572.1477661132812 None None None +0 1968 1.530701756477356 624.5196533203125 572.1702270507812 None None None +0 1969 1.5301557779312134 624.5240478515625 572.1932373046875 None None None +0 1970 1.529530644416809 624.4905395507812 572.18115234375 None None None +0 1971 1.528946876525879 624.4680786132812 572.1787109375 None None None +0 1972 1.5283464193344116 624.4253540039062 572.156494140625 None None None +0 1973 1.5277456045150757 624.4349365234375 572.1866455078125 None None None +0 1974 1.5271873474121094 624.3857421875 572.1565551757812 None None None +0 1975 1.5265915393829346 624.3552856445312 572.146484375 None None None +0 1976 1.5260082483291626 624.3233032226562 572.1343994140625 None None None +0 1977 1.525471806526184 624.3157348632812 572.1452026367188 None None None +0 1978 1.5249006748199463 624.2994995117188 572.1484985351562 None None None +0 1979 1.52435302734375 624.3023681640625 572.1701049804688 None None None +0 1980 1.523764967918396 624.2659301757812 572.1537475585938 None None None +0 1981 1.523162841796875 624.2208862304688 572.1293334960938 None None None +0 1982 1.5225818157196045 624.1842651367188 572.1126098632812 None None None +0 1983 1.5219546556472778 624.1409301757812 572.0906982421875 None None None +0 1984 1.5213563442230225 624.1150512695312 572.0852661132812 None None None +0 1985 1.5207196474075317 624.1102905273438 572.1023559570312 None None None +0 1986 1.5202744007110596 624.1345825195312 572.1419067382812 None None None +0 1987 1.5196728706359863 624.119140625 572.14697265625 None None None +0 1988 1.5190585851669312 624.0872802734375 572.1361083984375 None None None +0 1989 1.5184963941574097 624.0717163085938 572.1397705078125 None None None +0 1990 1.5178595781326294 624.0330810546875 572.1229858398438 None None None +0 1991 1.5172492265701294 624.029296875 572.1400756835938 None None None +0 1992 1.5166596174240112 623.9940185546875 572.125 None None None +0 1993 1.516050100326538 623.9661865234375 572.1179809570312 None None None +0 1994 1.5154162645339966 623.9314575195312 572.1049194335938 None None None +0 1995 1.5148332118988037 623.9118041992188 572.105224609375 None None None +0 1996 1.5142909288406372 623.91748046875 572.1294555664062 None None None +0 1997 1.513667106628418 623.8732299804688 572.1065063476562 None None None +0 1998 1.5131083726882935 623.8695068359375 572.1218872070312 None None None +0 1999 1.5125335454940796 623.8723754882812 572.1444702148438 None None None +0 2000 1.5119494199752808 623.8511962890625 572.1432495117188 None None None +0 2001 1.5114197731018066 623.8541259765625 572.164306640625 None None None +0 2002 1.510822057723999 623.8333129882812 572.1638793945312 None None None +0 2003 1.5102503299713135 623.825439453125 572.175537109375 None None None +0 2004 1.5096418857574463 623.8018188476562 572.1727905273438 None None None +0 2005 1.5091062784194946 623.8152465820312 572.2045288085938 None None None +0 2006 1.5085583925247192 623.8104248046875 572.2184448242188 None None None +0 2007 1.5079518556594849 623.7698364257812 572.1986083984375 None None None +0 2008 1.507330060005188 623.7418212890625 572.1918334960938 None None None +0 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1.4919224977493286 623.1140747070312 572.0908813476562 None None None +0 2036 1.4913280010223389 623.0794677734375 572.0765991210938 None None None +0 2037 1.4907792806625366 623.0557861328125 572.0716552734375 None None None +0 2038 1.4902218580245972 623.0315551757812 572.0664672851562 None None None +0 2039 1.4896327257156372 622.996337890625 572.0513916015625 None None None +0 2040 1.4890170097351074 622.954833984375 572.0309448242188 None None None +0 2041 1.4884746074676514 622.964599609375 572.059326171875 None None None +0 2042 1.4878792762756348 622.9402465820312 572.0553588867188 None None None +0 2043 1.4873274564743042 622.9235229492188 572.0575561523438 None None None +0 2044 1.4867501258850098 622.9032592773438 572.0570068359375 None None None +0 2045 1.4861758947372437 622.8787231445312 572.0521850585938 None None None +0 2046 1.4855879545211792 622.8423461914062 572.035888671875 None None None +0 2047 1.4850612878799438 622.8390502929688 572.0505981445312 None None None 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None None +7 1923 0.1884026825428009 541.1109619140625 534.6680908203125 None None None +7 1924 0.18841584026813507 541.114013671875 534.670654296875 None None None +7 1925 0.18842411041259766 541.110107421875 534.66650390625 None None None +7 1926 0.1884593963623047 541.1137084960938 534.6688842773438 None None None +7 1927 0.1884356141090393 541.1025390625 534.6585693359375 None None None +7 1928 0.1884371042251587 541.1168212890625 534.6728515625 None None None +7 1929 0.18843528628349304 541.1138305664062 534.6698608398438 None None None +7 1930 0.18841977417469025 541.1050415039062 534.66162109375 None None None +7 1931 0.18841518461704254 541.1048583984375 534.66162109375 None None None +7 1932 0.18839605152606964 541.0962524414062 534.6536865234375 None None None +7 1933 0.18840289115905762 541.0814208984375 534.6385498046875 None None None +7 1934 0.1883854866027832 541.0802001953125 534.637939453125 None None None +7 1935 0.1883925348520279 541.0662841796875 534.6238403320312 None None None +7 1936 0.1884218454360962 541.0986328125 534.6551513671875 None None None +7 1937 0.18845966458320618 541.1298217773438 534.68505859375 None None None +7 1938 0.18844664096832275 541.1209716796875 534.6766357421875 None None None +7 1939 0.18843400478363037 541.10302734375 534.6591796875 None None None +7 1940 0.18843209743499756 541.1016235351562 534.6577758789062 None None None +7 1941 0.18843458592891693 541.0833740234375 534.639404296875 None None None +7 1942 0.18844254314899445 541.0947875976562 534.6505737304688 None None None +7 1943 0.188422292470932 541.1176147460938 534.6741333007812 None None None +7 1944 0.18842168152332306 541.1260375976562 534.6826171875 None None None +7 1945 0.1884327381849289 541.121337890625 534.6775512695312 None None None +7 1946 0.18845605850219727 541.1130981445312 534.6685180664062 None None None +7 1947 0.18845686316490173 541.1242065429688 534.6795654296875 None None None +7 1948 0.1884523630142212 541.1329345703125 534.6884765625 None None None +7 1949 0.188443124294281 541.125732421875 534.6815185546875 None None None +7 1950 0.18844479322433472 541.137939453125 534.6937255859375 None None None +7 1951 0.1884339153766632 541.1004638671875 534.6566162109375 None None None +7 1952 0.18844090402126312 541.093017578125 534.64892578125 None None None +7 1953 0.18843789398670197 541.0900268554688 534.64599609375 None None None +7 1954 0.18843533098697662 541.0953979492188 534.6514892578125 None None None +7 1955 0.18844468891620636 541.1085205078125 534.664306640625 None None None +7 1956 0.1884443461894989 541.1320190429688 534.687744140625 None None None +7 1957 0.188426211476326 541.1317138671875 534.6880493164062 None None None +7 1958 0.1884339600801468 541.1134643554688 534.6694946289062 None None None +7 1959 0.18843796849250793 541.0980224609375 534.6539306640625 None None None +7 1960 0.18844835460186005 541.1026611328125 534.658203125 None None None +7 1961 0.18847082555294037 541.1119995117188 534.666748046875 None None None +7 1962 0.18845683336257935 541.1236572265625 534.6788940429688 None None None +7 1963 0.18842804431915283 541.0928344726562 534.6490478515625 None None None +7 1964 0.1883835345506668 541.0780029296875 534.6356811523438 None None None +7 1965 0.18836255371570587 541.0921630859375 534.650634765625 None None None +7 1966 0.18832911550998688 541.1013793945312 534.660888671875 None None None +7 1967 0.18833333253860474 541.085693359375 534.6451416015625 None None None +7 1968 0.18830086290836334 541.06640625 534.626953125 None None None +7 1969 0.18833085894584656 541.072265625 534.6317749023438 None None None +7 1970 0.18829748034477234 541.0798950195312 534.6405639648438 None None None +7 1971 0.188284233212471 541.0736083984375 534.6346435546875 None None None +7 1972 0.18827694654464722 541.0722045898438 534.6334838867188 None None None +7 1973 0.18828342854976654 541.080078125 534.6411743164062 None None None +7 1974 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None +7 1987 0.1881973296403885 541.0543823242188 534.6183471679688 None None None +7 1988 0.18819944560527802 541.0538330078125 534.61767578125 None None None +7 1989 0.18818053603172302 541.041748046875 534.6062622070312 None None None +7 1990 0.18817175924777985 541.0404663085938 534.6052856445312 None None None +7 1991 0.18816840648651123 541.0394287109375 534.6044311523438 None None None +7 1992 0.1881779581308365 541.05078125 534.6154174804688 None None None +7 1993 0.18816445767879486 541.056884765625 534.6220092773438 None None None +7 1994 0.18815813958644867 541.0516357421875 534.6168823242188 None None None +7 1995 0.1881321519613266 541.0357666015625 534.6019287109375 None None None +7 1996 0.18811795115470886 541.0330810546875 534.5996704101562 None None None +7 1997 0.18814171850681305 541.0424194335938 534.6082153320312 None None None +7 1998 0.18815068900585175 541.0501098632812 534.6156616210938 None None None +7 1999 0.188130185008049 541.0584716796875 534.6246948242188 None None None +7 2000 0.1881040632724762 541.0524291992188 534.6195678710938 None None None +7 2001 0.18810535967350006 541.0493774414062 534.616455078125 None None None +7 2002 0.1880936622619629 541.0467529296875 534.6142578125 None None None +7 2003 0.18807154893875122 541.052734375 534.6209716796875 None None None +7 2004 0.18804985284805298 541.0348510742188 534.6038208007812 None None None +7 2005 0.18802614510059357 541.0432739257812 534.6130981445312 None None None +7 2006 0.18802134692668915 541.0418701171875 534.6118774414062 None None None +7 2007 0.18803587555885315 541.047607421875 534.6170043945312 None None None +7 2008 0.18804238736629486 541.0283813476562 534.5975952148438 None None None +7 2009 0.18801186978816986 541.0252075195312 534.595458984375 None None None +7 2010 0.18799914419651031 541.03173828125 534.6024169921875 None None None +7 2011 0.1879962682723999 541.034912109375 534.6056518554688 None None None +7 2012 0.1879679262638092 541.0343627929688 534.6061401367188 None None None +7 2013 0.1879309117794037 541.0343627929688 534.6073608398438 None None None +7 2014 0.18790575861930847 541.0130615234375 534.5869140625 None None None +7 2015 0.18790075182914734 541.0064697265625 534.5805053710938 None None None +7 2016 0.1879396140575409 540.9959106445312 534.5687255859375 None None None +7 2017 0.18790505826473236 540.9830932617188 534.5570068359375 None None None +7 2018 0.18793387711048126 540.9802856445312 534.55322265625 None None None +7 2019 0.1879379153251648 540.98876953125 534.5615234375 None None None +7 2020 0.18790635466575623 540.9635620117188 534.5374145507812 None None None +7 2021 0.18788397312164307 540.9644775390625 534.5391235351562 None None None +7 2022 0.18790292739868164 540.9711303710938 534.5451049804688 None None None +7 2023 0.18787410855293274 540.98876953125 534.5637817382812 None None None +7 2024 0.18786750733852386 541.0225830078125 534.5978393554688 None None None +7 2025 0.18787716329097748 541.038330078125 534.61328125 None None None +7 2026 0.187848299741745 541.0474853515625 534.6234130859375 None None None +7 2027 0.1878846287727356 541.0611572265625 534.6358032226562 None None None +7 2028 0.18787448108196259 541.0747680664062 534.6498413085938 None None None +7 2029 0.18792510032653809 541.0828247070312 534.6561279296875 None None None +7 2030 0.18797162175178528 541.092041015625 534.6637573242188 None None None +7 2031 0.18796348571777344 541.07763671875 534.6495971679688 None None None +7 2032 0.18799103796482086 541.0902709960938 534.6613159179688 None None None +7 2033 0.18799039721488953 541.0469970703125 534.6181030273438 None None None +7 2034 0.18798357248306274 541.0377807617188 534.609130859375 None None None +7 2035 0.18798471987247467 541.0155029296875 534.5868530273438 None None None +7 2036 0.1879553645849228 541.0049438476562 534.5772705078125 None None None +7 2037 0.18796426057815552 540.9869995117188 534.5590209960938 None None 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0.1796133816242218 540.3162841796875 534.1736450195312 None None None +8 1769 0.1796235293149948 540.3082275390625 534.165283203125 None None None +8 1770 0.17960067093372345 540.3182983398438 534.1761474609375 None None None +8 1771 0.17960195243358612 540.2973022460938 534.1550903320312 None None None +8 1772 0.1795744001865387 540.28759765625 534.1463012695312 None None None +8 1773 0.17962822318077087 540.30908203125 534.1659545898438 None None None +8 1774 0.1796114444732666 540.2716064453125 534.1290283203125 None None None +8 1775 0.17960123717784882 540.2687377929688 534.1265258789062 None None None +8 1776 0.179588183760643 540.2473754882812 534.1055908203125 None None None +8 1777 0.1795744001865387 540.2284545898438 534.087158203125 None None None +8 1778 0.1795828491449356 540.2276000976562 534.0859985351562 None None None +8 1779 0.17959178984165192 540.2303466796875 534.0884399414062 None None None +8 1780 0.179595947265625 540.2343139648438 534.09228515625 None None None 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534.0734252929688 None None None +8 1794 0.1795494556427002 540.2046508789062 534.064208984375 None None None +8 1795 0.17955827713012695 540.1913452148438 534.050537109375 None None None +8 1796 0.1795828640460968 540.1868286132812 534.045166015625 None None None +8 1797 0.17956751585006714 540.18115234375 534.0400390625 None None None +8 1798 0.1795574426651001 540.17431640625 534.0335693359375 None None None +8 1799 0.1795380413532257 540.1846313476562 534.0444946289062 None None None +8 1800 0.17953312397003174 540.1761474609375 534.0362548828125 None None None +8 1801 0.17955021560192108 540.1610107421875 534.0205078125 None None None +8 1802 0.1795264631509781 540.1548461914062 534.01513671875 None None None +8 1803 0.17951135337352753 540.1370849609375 533.9979248046875 None None None +8 1804 0.17947080731391907 540.1220092773438 533.9841918945312 None None None +8 1805 0.17953523993492126 540.1263427734375 533.986328125 None None None +8 1806 0.1795191764831543 540.1459350585938 534.0064697265625 None None None +8 1807 0.17951269447803497 540.1397705078125 534.00048828125 None None None +8 1808 0.17951759696006775 540.1234130859375 533.9840087890625 None None None +8 1809 0.17950314283370972 540.1284790039062 533.9895629882812 None None None +8 1810 0.17947262525558472 540.1060791015625 533.9682006835938 None None None +8 1811 0.17947393655776978 540.0795288085938 533.9415893554688 None None None +8 1812 0.17947600781917572 540.0637817382812 533.9257202148438 None None None +8 1813 0.17948099970817566 540.06591796875 533.927734375 None None None +8 1814 0.17946556210517883 540.0283813476562 533.8907470703125 None None None +8 1815 0.17947280406951904 540.0291748046875 533.8912353515625 None None None +8 1816 0.17944374680519104 540.0183715820312 533.8814086914062 None None None +8 1817 0.17944969236850739 540.0261840820312 533.8890380859375 None None None +8 1818 0.17942851781845093 540.0333862304688 533.89697265625 None None None +8 1819 0.17946584522724152 540.0616455078125 533.9239501953125 None None None +8 1820 0.17943967878818512 540.0426635742188 533.9058227539062 None None None +8 1821 0.17942506074905396 540.0477905273438 533.9114990234375 None None None +8 1822 0.17942139506340027 540.0535888671875 533.9174194335938 None None None +8 1823 0.17941413819789886 540.0269165039062 533.8909912109375 None None None +8 1824 0.1794077455997467 540.0191650390625 533.8834838867188 None None None +8 1825 0.17940513789653778 540.0113525390625 533.8757934570312 None None None +8 1826 0.17938847839832306 539.9993286132812 533.8643188476562 None None None +8 1827 0.17938441038131714 540.0050659179688 533.8701782226562 None None None +8 1828 0.17938029766082764 539.9925537109375 533.8578491210938 None None None +8 1829 0.1793547421693802 539.9765014648438 533.8426513671875 None None None +8 1830 0.17935752868652344 539.960693359375 533.8267211914062 None None None +8 1831 0.1793258935213089 539.9317016601562 533.7987670898438 None None None +8 1832 0.17931613326072693 539.9247436523438 533.7921752929688 None None None +8 1833 0.17932869493961334 539.923095703125 533.7901000976562 None None None +8 1834 0.17932720482349396 539.9483032226562 533.8152465820312 None None None +8 1835 0.1793244630098343 539.93896484375 533.8060302734375 None None None +8 1836 0.17929469048976898 539.9345703125 533.8026733398438 None None None +8 1837 0.17930498719215393 539.9388427734375 533.8065795898438 None None None +8 1838 0.17927351593971252 539.9225463867188 533.7913818359375 None None None +8 1839 0.17928262054920197 539.9070434570312 533.7755126953125 None None None +8 1840 0.1792958676815033 539.90380859375 533.7718505859375 None None None +8 1841 0.1792946755886078 539.904541015625 533.7725830078125 None None None +8 1842 0.17927606403827667 539.9044189453125 533.7730712890625 None None None +8 1843 0.17927822470664978 539.9164428710938 533.7850341796875 None None None +8 1844 0.1792716532945633 539.9360961914062 533.804931640625 None None None +8 1845 0.17926359176635742 539.9378051757812 533.806884765625 None None None +8 1846 0.17927607893943787 539.9354858398438 533.8041381835938 None None None +8 1847 0.17925146222114563 539.9238891601562 533.79345703125 None None None +8 1848 0.17922067642211914 539.9271850585938 533.7977905273438 None None None +8 1849 0.17925775051116943 539.9299926757812 533.7993774414062 None None None +8 1850 0.17925117909908295 539.912109375 533.7816772460938 None None None +8 1851 0.17923150956630707 539.9171142578125 533.787353515625 None None None +8 1852 0.17920568585395813 539.906005859375 533.777099609375 None None None +8 1853 0.17924025654792786 539.8978271484375 533.7677612304688 None None None +8 1854 0.17921307682991028 539.9124145507812 533.7832641601562 None None None +8 1855 0.17921505868434906 539.9248657226562 533.795654296875 None None None +8 1856 0.17918545007705688 539.8976440429688 533.7694702148438 None None None +8 1857 0.17919693887233734 539.904541015625 533.7760009765625 None None None +8 1858 0.179184690117836 539.8867797851562 533.7586059570312 None None None +8 1859 0.17920546233654022 539.8944702148438 533.765625 None None None +8 1860 0.17921003699302673 539.8890991210938 533.7600708007812 None None None +8 1861 0.17922569811344147 539.8903198242188 533.7607421875 None None None +8 1862 0.17928040027618408 539.8981323242188 533.7667236328125 None None None +8 1863 0.17931662499904633 539.9050903320312 533.7723999023438 None None None +8 1864 0.17932040989398956 539.918212890625 533.785400390625 None None None +8 1865 0.17931748926639557 539.9247436523438 533.7920532226562 None None None +8 1866 0.17928706109523773 539.9188842773438 533.7872314453125 None None None +8 1867 0.17925383150577545 539.9306030273438 533.800048828125 None None None +8 1868 0.17926064133644104 539.9443969726562 533.8135986328125 None None None +8 1869 0.1792674958705902 539.949462890625 533.8184204101562 None None None +8 1870 0.17927230894565582 539.931396484375 533.8002319335938 None None None +8 1871 0.17928260564804077 539.9094848632812 533.7779541015625 None None None +8 1872 0.17929136753082275 539.8984985351562 533.7666625976562 None None None +8 1873 0.17927046120166779 539.9118041992188 533.7807006835938 None None None +8 1874 0.17925913631916046 539.9173583984375 533.7866821289062 None None None +8 1875 0.17923599481582642 539.9091796875 533.779296875 None None None +8 1876 0.17925924062728882 539.9105224609375 533.77978515625 None None None +8 1877 0.17922763526439667 539.902099609375 533.7725219726562 None None None +8 1878 0.1792113333940506 539.8943481445312 533.7653198242188 None None None +8 1879 0.17917296290397644 539.8814697265625 533.7537841796875 None None None +8 1880 0.1792057901620865 539.8889770507812 533.7601318359375 None None None +8 1881 0.17920783162117004 539.9092407226562 533.7803955078125 None None None +8 1882 0.17920848727226257 539.9027709960938 533.7738647460938 None None None +8 1883 0.17919239401817322 539.9086303710938 533.7802124023438 None None None +8 1884 0.1791907399892807 539.892578125 533.7642822265625 None None None +8 1885 0.17919039726257324 539.866943359375 533.7385864257812 None None None +8 1886 0.17918731272220612 539.8516845703125 533.7234497070312 None None None +8 1887 0.1791597157716751 539.847900390625 533.7206420898438 None None None +8 1888 0.17917664349079132 539.8427734375 533.7149047851562 None None None +8 1889 0.1791515350341797 539.8084106445312 533.681396484375 None None None +8 1890 0.17913150787353516 539.818359375 533.6920166015625 None None None +8 1891 0.17913325130939484 539.8013916015625 533.6749877929688 None None None +8 1892 0.1791202276945114 539.7896728515625 533.6636962890625 None None None +8 1893 0.17911396920681 539.78662109375 533.6608276367188 None None None +8 1894 0.17910513281822205 539.7871704101562 533.6616821289062 None None None +8 1895 0.17910413444042206 539.77587890625 533.6504516601562 None None None +8 1896 0.1791112869977951 539.78515625 533.659423828125 None None None +8 1897 0.17910346388816833 539.7904052734375 533.6650390625 None None None +8 1898 0.17912223935127258 539.8092041015625 533.6831665039062 None None None +8 1899 0.1791258007287979 539.8065185546875 533.6802978515625 None None None +8 1900 0.1791096329689026 539.8273315429688 533.7017211914062 None None None +8 1901 0.1791061908006668 539.8137817382812 533.6882934570312 None None None +8 1902 0.17908699810504913 539.8272705078125 533.7024536132812 None None None +8 1903 0.17907848954200745 539.8132934570312 533.688720703125 None None None +8 1904 0.17908687889575958 539.8253784179688 533.7005004882812 None None None +8 1905 0.17910358309745789 539.8499755859375 533.7245483398438 None None None +8 1906 0.17911899089813232 539.83837890625 533.7124633789062 None None None +8 1907 0.1791120022535324 539.8357543945312 533.7100219726562 None None None +8 1908 0.1791171133518219 539.819091796875 533.6931762695312 None None None +8 1909 0.1791728287935257 539.8040161132812 533.6762084960938 None None None +8 1910 0.1791630983352661 539.8291625976562 533.7017211914062 None None None +8 1911 0.17918694019317627 539.8145751953125 533.6863403320312 None None None +8 1912 0.17917536199092865 539.7971801757812 533.6693115234375 None None None +8 1913 0.179148331284523 539.802978515625 533.676025390625 None None None +8 1914 0.17915084958076477 539.8092041015625 533.6821899414062 None None None +8 1915 0.17909318208694458 539.7977905273438 533.6727294921875 None None None +8 1916 0.17909769713878632 539.7847900390625 533.6595458984375 None None None +8 1917 0.1790996640920639 539.7889404296875 533.66357421875 None None None +8 1918 0.17915967106819153 539.7916259765625 533.6642456054688 None None None +8 1919 0.17913582921028137 539.8009033203125 533.67431640625 None None None +8 1920 0.1791103333234787 539.7882690429688 533.66259765625 None None None +8 1921 0.1790962517261505 539.8013305664062 533.6760864257812 None None None +8 1922 0.17908120155334473 539.77294921875 533.6482543945312 None None None +8 1923 0.1790565699338913 539.7982788085938 533.6744384765625 None None None +8 1924 0.179079070687294 539.8072509765625 533.6826171875 None None None +8 1925 0.17906837165355682 539.802978515625 533.6787109375 None None None +8 1926 0.1791088879108429 539.8174438476562 533.6918334960938 None None None +8 1927 0.17908459901809692 539.8018798828125 533.677001953125 None None None +8 1928 0.17906901240348816 539.7989501953125 533.6746826171875 None None None +8 1929 0.17908041179180145 539.8174438476562 533.6927490234375 None None None +8 1930 0.17908011376857758 539.8063354492188 533.6817016601562 None None None +8 1931 0.17906734347343445 539.8089599609375 533.6846923828125 None None None +8 1932 0.179038405418396 539.8131713867188 533.68994140625 None None None +8 1933 0.17901703715324402 539.8128051757812 533.6903076171875 None None None +8 1934 0.17898403108119965 539.806884765625 533.685546875 None None None +8 1935 0.17898540198802948 539.8314208984375 533.7100219726562 None None None +8 1936 0.17898660898208618 539.853515625 533.7321166992188 None None None +8 1937 0.17897145450115204 539.8616943359375 533.7407836914062 None None None +8 1938 0.17899775505065918 539.8692016601562 533.7473754882812 None None None +8 1939 0.17902034521102905 539.890869140625 533.768310546875 None None None +8 1940 0.17900675535202026 539.8799438476562 533.7578735351562 None None None +8 1941 0.17899562418460846 539.9024658203125 533.78076171875 None None None +8 1942 0.17902542650699615 539.8726806640625 533.7499389648438 None None None +8 1943 0.1790614277124405 539.8797607421875 533.7557983398438 None None None +8 1944 0.1790308952331543 539.8668212890625 533.743896484375 None None None +8 1945 0.17903047800064087 539.8390502929688 533.7161254882812 None None None +8 1946 0.179061621427536 539.849853515625 533.7259521484375 None None None 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+8 1960 0.17886127531528473 539.8131103515625 533.6959838867188 None None None +8 1961 0.17885315418243408 539.7926635742188 533.67578125 None None None +8 1962 0.1788482815027237 539.785400390625 533.6687622070312 None None None +8 1963 0.17885778844356537 539.7749633789062 533.657958984375 None None None +8 1964 0.17889048159122467 539.771728515625 533.653564453125 None None None +8 1965 0.17888210713863373 539.7540283203125 533.6361083984375 None None None +8 1966 0.17889808118343353 539.755126953125 533.6367797851562 None None None +8 1967 0.17887718975543976 539.76220703125 533.6445922851562 None None None +8 1968 0.1789080798625946 539.7628784179688 533.6441650390625 None None None +8 1969 0.17889489233493805 539.759765625 533.6414794921875 None None None +8 1970 0.178901806473732 539.7584838867188 533.6400146484375 None None None +8 1971 0.1789025217294693 539.7415161132812 533.6229858398438 None None None +8 1972 0.17892996966838837 539.7191162109375 533.5996704101562 None None None +8 1973 0.1789170205593109 539.7207641601562 533.6016845703125 None None None +8 1974 0.17891094088554382 539.718017578125 533.5991821289062 None None None +8 1975 0.17889191210269928 539.7117309570312 533.593505859375 None None None +8 1976 0.1788918375968933 539.7091674804688 533.5908813476562 None None None +8 1977 0.17889593541622162 539.6897583007812 533.5714111328125 None None None +8 1978 0.1789005696773529 539.6802978515625 533.5618286132812 None None None +8 1979 0.17890094220638275 539.6725463867188 533.5540771484375 None None None +8 1980 0.17893975973129272 539.684326171875 533.5645141601562 None None None +8 1981 0.17895136773586273 539.6851806640625 533.56494140625 None None None +8 1982 0.17895355820655823 539.6728515625 533.552490234375 None None None +8 1983 0.17892932891845703 539.6709594726562 533.5514526367188 None None None +8 1984 0.17896433174610138 539.681640625 533.5609130859375 None None None +8 1985 0.17899943888187408 539.6836547851562 533.5617065429688 None None None +8 1986 0.17902763187885284 539.682373046875 533.5595092773438 None None None +8 1987 0.1790177822113037 539.6934814453125 533.5709228515625 None None None +8 1988 0.17903655767440796 539.6962890625 533.5731201171875 None None None +8 1989 0.17902402579784393 539.703857421875 533.5810546875 None None None +8 1990 0.17900905013084412 539.708251953125 533.5859985351562 None None None +8 1991 0.1790267825126648 539.721435546875 533.5985717773438 None None None +8 1992 0.17901094257831573 539.7030639648438 533.5807495117188 None None None +8 1993 0.17903436720371246 539.7061767578125 533.5830688476562 None None None +8 1994 0.17904269695281982 539.727294921875 533.6039428710938 None None None +8 1995 0.1790361851453781 539.7366943359375 533.613525390625 None None None +8 1996 0.17902658879756927 539.7486572265625 533.6257934570312 None None None +8 1997 0.17904449999332428 539.7399291992188 533.616455078125 None None None +8 1998 0.17905062437057495 539.7670288085938 533.643310546875 None None None +8 1999 0.17901043593883514 539.7443237304688 533.6220092773438 None None None +8 2000 0.17898455262184143 539.7272338867188 533.6058349609375 None None None +8 2001 0.179010272026062 539.7272338867188 533.6049194335938 None None None +8 2002 0.1790522187948227 539.7754516601562 533.6517333984375 None None None +8 2003 0.17904208600521088 539.7664794921875 533.6431274414062 None None None +8 2004 0.17906463146209717 539.7561645507812 533.6319580078125 None None None +8 2005 0.17905426025390625 539.7584228515625 533.634521484375 None None None +8 2006 0.1790609061717987 539.7678833007812 533.643798828125 None None None +8 2007 0.17906785011291504 539.7549438476562 533.6306762695312 None None None +8 2008 0.17906470596790314 539.7611694335938 533.6370239257812 None None None +8 2009 0.1790747195482254 539.7798461914062 533.6553955078125 None None None +8 2010 0.17905183136463165 539.7718505859375 533.648193359375 None None None +8 2011 0.1790526956319809 539.7678833007812 533.6442260742188 None None None +8 2012 0.17904868721961975 539.7776489257812 533.654052734375 None None None +8 2013 0.1790776401758194 539.766357421875 533.6417846679688 None None None +8 2014 0.1790747493505478 539.7720336914062 533.6475830078125 None None None +8 2015 0.17910344898700714 539.7898559570312 533.6644287109375 None None None +8 2016 0.17911402881145477 539.7731323242188 533.6473999023438 None None None +8 2017 0.17913071811199188 539.7786254882812 533.6522827148438 None None None +8 2018 0.17909976840019226 539.776611328125 533.6513061523438 None None None +8 2019 0.179100900888443 539.7740478515625 533.648681640625 None None None +8 2020 0.17909924685955048 539.7606201171875 533.6353759765625 None None None +8 2021 0.17907114326953888 539.7388305664062 533.6145629882812 None None None +8 2022 0.1790618747472763 539.7232055664062 533.5992431640625 None None None +8 2023 0.17908228933811188 539.736083984375 533.6114501953125 None None None +8 2024 0.17908461391925812 539.7254638671875 533.6007690429688 None None None +8 2025 0.17908024787902832 539.7291870117188 533.6046752929688 None None None +8 2026 0.17907197773456573 539.7365112304688 533.6123046875 None None None +8 2027 0.1790779083967209 539.721923828125 533.5974731445312 None None None +8 2028 0.17908842861652374 539.718994140625 533.5941772460938 None None None +8 2029 0.1790657937526703 539.7049560546875 533.5808715820312 None None None +8 2030 0.17905917763710022 539.7177734375 533.593994140625 None None None +8 2031 0.17907977104187012 539.7151489257812 533.590576171875 None None None +8 2032 0.17908504605293274 539.716796875 533.592041015625 None None None +8 2033 0.17907939851284027 539.7081298828125 533.5835571289062 None None None +8 2034 0.17910054326057434 539.70654296875 533.5812377929688 None None None +8 2035 0.17909203469753265 539.7090454101562 533.5840454101562 None None None +8 2036 0.1790810376405716 539.7006225585938 533.5759887695312 None None None 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0.1790429949760437 539.6301879882812 533.5067138671875 None None None +8 2089 0.17903338372707367 539.63330078125 533.5101318359375 None None None +8 2090 0.179012268781662 539.6297607421875 533.50732421875 None None None +8 2091 0.17901402711868286 539.6160888671875 533.49365234375 None None None +8 2092 0.17902477085590363 539.6139526367188 533.4910888671875 None None None +8 2093 0.17901013791561127 539.6161499023438 533.4937744140625 None None None +8 2094 0.1789868175983429 539.5894165039062 533.4678344726562 None None None +8 2095 0.17898745834827423 539.5858154296875 533.4641723632812 None None None +8 2096 0.1790028065443039 539.601318359375 533.4791259765625 None None None +8 2097 0.17901356518268585 539.6153564453125 533.4927978515625 None None None +8 2098 0.17898766696453094 539.6229858398438 533.5012817382812 None None None +8 2099 0.17896144092082977 539.6185913085938 533.497802734375 None None None +8 2100 0.17900189757347107 539.6129150390625 533.4907836914062 None None None +8 2101 0.1790209412574768 539.5891723632812 533.4663696289062 None None None +8 2102 0.17900951206684113 539.5995483398438 533.4771728515625 None None None +8 2103 0.17900916934013367 539.5965576171875 533.4741821289062 None None None +8 2104 0.17900583148002625 539.6070556640625 533.4848022460938 None None None +8 2105 0.17898128926753998 539.6112060546875 533.48974609375 None None None +8 2106 0.17898309230804443 539.6051635742188 533.483642578125 None None None +8 2107 0.1789560317993164 539.6083984375 533.4878540039062 None None None +8 2108 0.1789541095495224 539.599609375 533.4790649414062 None None None +8 2109 0.17895634472370148 539.6234130859375 533.5028686523438 None None None +8 2110 0.17896685004234314 539.6453247070312 533.5244140625 None None None +8 2111 0.17899644374847412 539.6605834960938 533.5386962890625 None None None +8 2112 0.17899788916110992 539.6557006835938 533.5337524414062 None None None +8 2113 0.178971529006958 539.6483154296875 533.5272827148438 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532.0892944335938 None None None +9 1875 0.16986046731472015 537.9283447265625 532.11865234375 None None None +9 1876 0.16985103487968445 537.9152221679688 532.1058349609375 None None None +9 1877 0.16986702382564545 537.9125366210938 532.1026000976562 None None None +9 1878 0.16986151039600372 537.913818359375 532.1040649414062 None None None +9 1879 0.1698632687330246 537.9309692382812 532.1211547851562 None None None +9 1880 0.16989180445671082 537.9241333007812 532.1133422851562 None None None +9 1881 0.16990016400814056 537.9237670898438 532.1126098632812 None None None +9 1882 0.16989831626415253 537.91650390625 532.1054077148438 None None None +9 1883 0.1699352115392685 537.9176635742188 532.1053466796875 None None None +9 1884 0.16995419561862946 537.9304809570312 532.1174926757812 None None None +9 1885 0.16997304558753967 537.9441528320312 532.1305541992188 None None None +9 1886 0.16998204588890076 537.9278564453125 532.1139526367188 None None None +9 1887 0.1700005978345871 537.9592895507812 532.144775390625 None None None +9 1888 0.16999104619026184 537.9513549804688 532.1371459960938 None None None +9 1889 0.16999943554401398 537.9525756835938 532.1380615234375 None None None +9 1890 0.16998451948165894 537.978759765625 532.164794921875 None None None +9 1891 0.17000970244407654 537.9990844726562 532.1842651367188 None None None +9 1892 0.17000165581703186 537.9934692382812 532.1788940429688 None None None +9 1893 0.16998103260993958 537.9826049804688 532.1687622070312 None None None +9 1894 0.16995751857757568 537.9764404296875 532.1633911132812 None None None +9 1895 0.16998080909252167 537.9482421875 532.1343994140625 None None None +9 1896 0.17001071572303772 537.9527587890625 532.137939453125 None None None +9 1897 0.1700240969657898 537.9603271484375 532.14501953125 None None None +9 1898 0.1700032353401184 537.9639892578125 532.1493530273438 None None None +9 1899 0.16999442875385284 537.9691162109375 532.1548461914062 None None None +9 1900 0.16997882723808289 537.9851684570312 532.17138671875 None None None +9 1901 0.16998496651649475 537.9893798828125 532.1754150390625 None None None +9 1902 0.16999992728233337 537.9876708984375 532.1731567382812 None None None +9 1903 0.1699831187725067 537.9451904296875 532.1312255859375 None None None +9 1904 0.16996066272258759 537.9445190429688 532.13134765625 None None None +9 1905 0.16995906829833984 537.9620361328125 532.14892578125 None None None +9 1906 0.16995935142040253 537.9458618164062 532.1326904296875 None None None +9 1907 0.16995948553085327 537.9368286132812 532.1236572265625 None None None +9 1908 0.16996710002422333 537.9417114257812 532.1282348632812 None None None +9 1909 0.1699722856283188 537.95751953125 532.1438598632812 None None None +9 1910 0.1699846088886261 537.9546508789062 532.140625 None None None +9 1911 0.16996242105960846 537.9725952148438 532.1593017578125 None None None +9 1912 0.16998769342899323 537.9813842773438 532.167236328125 None None None 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532.2057495117188 None None None +9 1926 0.17038892209529877 538.0294799804688 532.20166015625 None None None +9 1927 0.17037907242774963 538.037109375 532.2095947265625 None None None +9 1928 0.17037780582904816 538.0517578125 532.2243041992188 None None None +9 1929 0.17034651339054108 538.0225219726562 532.1961669921875 None None None +9 1930 0.17035424709320068 538.0277709960938 532.2011108398438 None None None +9 1931 0.17034867405891418 538.0018310546875 532.1753540039062 None None None +9 1932 0.17032404243946075 538.0178833007812 532.1922607421875 None None None +9 1933 0.17031975090503693 538.0270385742188 532.2015380859375 None None None +9 1934 0.1703510880470276 538.0344848632812 532.2079467773438 None None None +9 1935 0.17032550275325775 538.0598754882812 532.2341918945312 None None None +9 1936 0.17031759023666382 538.0509033203125 532.2255249023438 None None None +9 1937 0.17032332718372345 538.0654907226562 532.2399291992188 None None None +9 1938 0.17031264305114746 538.0441284179688 532.2189331054688 None None None +9 1939 0.17030079662799835 538.0449829101562 532.22021484375 None None None +9 1940 0.1703304648399353 538.0509033203125 532.2250366210938 None None None +9 1941 0.1703636795282364 538.0736083984375 532.2467041015625 None None None +9 1942 0.17036172747612 538.0578002929688 532.2308959960938 None None None +9 1943 0.17037144303321838 538.0625610351562 532.2354125976562 None None None +9 1944 0.17038847506046295 538.0225219726562 532.1947631835938 None None None +9 1945 0.17038680613040924 538.02880859375 532.2011108398438 None None None +9 1946 0.1703861504793167 538.0409545898438 532.2132568359375 None None None +9 1947 0.17035576701164246 538.05908203125 532.232421875 None None None +9 1948 0.17034666240215302 538.0421142578125 532.2157592773438 None None None +9 1949 0.17034997045993805 538.0469970703125 532.2205200195312 None None None +9 1950 0.17035670578479767 538.0172119140625 532.1905517578125 None None None +9 1951 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None +9 1964 0.17040444910526276 538.0202026367188 532.1919555664062 None None None +9 1965 0.17037776112556458 538.0144653320312 532.1870727539062 None None None +9 1966 0.1703718602657318 538.0158081054688 532.1885986328125 None None None +9 1967 0.17036530375480652 538.0018920898438 532.1748657226562 None None None +9 1968 0.17035070061683655 537.99072265625 532.1642456054688 None None None +9 1969 0.17034292221069336 537.9678955078125 532.1416625976562 None None None +9 1970 0.17035360634326935 537.9711303710938 532.14453125 None None None +9 1971 0.17034390568733215 537.969482421875 532.1431884765625 None None None +9 1972 0.17036069929599762 537.981689453125 532.15478515625 None None None +9 1973 0.1703421026468277 537.9877319335938 532.1614990234375 None None None +9 1974 0.17034846544265747 537.9780883789062 532.151611328125 None None None +9 1975 0.17031627893447876 537.9776611328125 532.1522827148438 None None None +9 1976 0.1703091859817505 537.9713745117188 532.146240234375 None None None +9 1977 0.17031879723072052 537.9522094726562 532.126708984375 None None None +9 1978 0.17031922936439514 537.9409790039062 532.1155395507812 None None None +9 1979 0.17034411430358887 537.929931640625 532.1036987304688 None None None +9 1980 0.17035336792469025 537.9328002929688 532.106201171875 None None None +9 1981 0.17037363350391388 537.9085083007812 532.0812377929688 None None None +9 1982 0.17037375271320343 537.92431640625 532.0970458984375 None None None +9 1983 0.1703740358352661 537.9295654296875 532.1022338867188 None None None +9 1984 0.17037302255630493 537.9254760742188 532.0982055664062 None None None +9 1985 0.17039048671722412 537.9169921875 532.089111328125 None None None +9 1986 0.1703956127166748 537.9127197265625 532.0845947265625 None None None +9 1987 0.17037925124168396 537.9116821289062 532.0841064453125 None None None +9 1988 0.1703958809375763 537.9159545898438 532.0877685546875 None None None +9 1989 0.1703919917345047 537.905517578125 532.0775146484375 None None None +9 1990 0.1704142838716507 537.8939819335938 532.065185546875 None None None +9 1991 0.17039713263511658 537.8844604492188 532.0562744140625 None None None +9 1992 0.1703663021326065 537.87451171875 532.04736328125 None None None +9 1993 0.17036172747612 537.8867797851562 532.059814453125 None None None +9 1994 0.17036913335323334 537.879638671875 532.0524291992188 None None None +9 1995 0.17036694288253784 537.8866577148438 532.0595703125 None None None +9 1996 0.17036257684230804 537.8756713867188 532.0487670898438 None None None +9 1997 0.17038536071777344 537.8768310546875 532.049072265625 None None None +9 1998 0.17037874460220337 537.8653564453125 532.0379028320312 None None None +9 1999 0.1703982800245285 537.8649291992188 532.0368041992188 None None None +9 2000 0.1703878939151764 537.8406982421875 532.0128784179688 None None None +9 2001 0.17040634155273438 537.8482666015625 532.0198364257812 None None None +9 2002 0.1705322116613388 537.8134155273438 531.980712890625 None None None +9 2003 0.1705070286989212 537.8157958984375 531.9839477539062 None None None +9 2004 0.17050199210643768 537.8096923828125 531.97802734375 None None None +9 2005 0.1704862266778946 537.8087158203125 531.9776000976562 None None None +9 2006 0.1704736351966858 537.825439453125 531.9947509765625 None None None +9 2007 0.17045257985591888 537.8143310546875 531.9843139648438 None None None +9 2008 0.17047415673732758 537.8094482421875 531.978759765625 None None None +9 2009 0.1704569309949875 537.7811889648438 531.9509887695312 None None None +9 2010 0.17045268416404724 537.7725219726562 531.9424438476562 None None None +9 2011 0.17046692967414856 537.7886962890625 531.9580688476562 None None None +9 2012 0.17043913900852203 537.780029296875 531.9503784179688 None None None +9 2013 0.17045068740844727 537.7792358398438 531.94921875 None None None +9 2014 0.1704421490430832 537.7626342773438 531.932861328125 None None None +9 2015 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530.7911376953125 None None None +10 1876 0.1606805920600891 536.2725219726562 530.77685546875 None None None +10 1877 0.16067098081111908 536.2608642578125 530.7655639648438 None None None +10 1878 0.16065514087677002 536.2576293945312 530.7628784179688 None None None +10 1879 0.1607154756784439 536.2633666992188 530.7665405273438 None None None +10 1880 0.16072812676429749 536.2785034179688 530.78125 None None None +10 1881 0.16073493659496307 536.2935791015625 530.7960815429688 None None None +10 1882 0.16074422001838684 536.317626953125 530.8197631835938 None None None +10 1883 0.16075360774993896 536.3184204101562 530.8202514648438 None None None +10 1884 0.16076627373695374 536.3515014648438 530.8529052734375 None None None +10 1885 0.16077211499214172 536.32568359375 530.826904296875 None None None +10 1886 0.16076791286468506 536.3115234375 530.8128662109375 None None None +10 1887 0.1607515960931778 536.3013916015625 530.8032836914062 None None None +10 1888 0.1607881635427475 536.3038330078125 530.8045043945312 None None None +10 1889 0.16081540286540985 536.3222045898438 530.8218994140625 None None None +10 1890 0.1608085036277771 536.3130493164062 530.81298828125 None None None +10 1891 0.16080224514007568 536.3046264648438 530.8048095703125 None None None +10 1892 0.1608293354511261 536.2943115234375 530.7935791015625 None None None +10 1893 0.16083833575248718 536.2747192382812 530.773681640625 None None None +10 1894 0.16082045435905457 536.2857666015625 530.7853393554688 None None None +10 1895 0.1608269214630127 536.29345703125 530.7929077148438 None None None +10 1896 0.16084487736225128 536.312744140625 530.8115234375 None None None +10 1897 0.16082283854484558 536.2987060546875 530.7982177734375 None None None +10 1898 0.16081775724887848 536.2923583984375 530.7920532226562 None None None +10 1899 0.16084976494312286 536.2929077148438 530.79150390625 None None None +10 1900 0.16085800528526306 536.2884521484375 530.7867431640625 None None None +10 1901 0.16085824370384216 536.2743530273438 530.7726440429688 None None None +10 1902 0.16089697182178497 536.2781982421875 530.775146484375 None None None +10 1903 0.16088061034679413 536.280029296875 530.7775268554688 None None None +10 1904 0.1608573943376541 536.2595825195312 530.7579345703125 None None None +10 1905 0.16089121997356415 536.2537231445312 530.7509155273438 None None None +10 1906 0.16091857850551605 536.2453002929688 530.741455078125 None None None +10 1907 0.16092541813850403 536.2340087890625 530.7299194335938 None None None +10 1908 0.16091787815093994 536.2520141601562 530.7481689453125 None None None +10 1909 0.16099441051483154 536.2586669921875 530.752197265625 None None None +10 1910 0.16097915172576904 536.24658203125 530.7406616210938 None None None +10 1911 0.16095727682113647 536.23046875 530.7252807617188 None None None +10 1912 0.16094127297401428 536.2210083007812 530.7164306640625 None None None +10 1913 0.1609296351671219 536.2076416015625 530.7034301757812 None None None +10 1914 0.16093593835830688 536.203857421875 530.6994018554688 None None None +10 1915 0.16092157363891602 536.1896362304688 530.6856689453125 None None None +10 1916 0.1609336882829666 536.1867065429688 530.6823120117188 None None None +10 1917 0.16093134880065918 536.1945190429688 530.6902465820312 None None None +10 1918 0.1609329879283905 536.1995849609375 530.6952514648438 None None None +10 1919 0.16093169152736664 536.2007446289062 530.6964111328125 None None None +10 1920 0.16092835366725922 536.219970703125 530.7158203125 None None None +10 1921 0.16092723608016968 536.2069702148438 530.702880859375 None None None +10 1922 0.16094817221164703 536.2094116210938 530.7045288085938 None None None +10 1923 0.1609480082988739 536.2228393554688 530.718017578125 None None None +10 1924 0.16096562147140503 536.2307739257812 530.725341796875 None None None +10 1925 0.160920649766922 536.2338256835938 530.7299194335938 None None None +10 1926 0.1609317511320114 536.2405395507812 530.7362670898438 None None None +10 1927 0.1609327346086502 536.2546997070312 530.7503662109375 None None None +10 1928 0.16093416512012482 536.2503051757812 530.7459106445312 None None None +10 1929 0.16090835630893707 536.2422485351562 530.7387084960938 None None None +10 1930 0.16096074879169464 536.2425537109375 530.7373046875 None None None +10 1931 0.16095569729804993 536.2569580078125 530.7518310546875 None None None +10 1932 0.16095247864723206 536.2695922851562 530.7645874023438 None None None +10 1933 0.1609647572040558 536.2678833007812 530.7625122070312 None None None +10 1934 0.16101443767547607 536.2869873046875 530.7799072265625 None None None +10 1935 0.1610538512468338 536.2908935546875 530.782470703125 None None None +10 1936 0.16105473041534424 536.2935791015625 530.78515625 None None None +10 1937 0.16108740866184235 536.28125 530.7716674804688 None None None +10 1938 0.16107527911663055 536.2630004882812 530.75390625 None None None +10 1939 0.16106148064136505 536.2567138671875 530.748046875 None None None +10 1940 0.1610497087240219 536.2510986328125 530.7428588867188 None None None +10 1941 0.16104266047477722 536.2579956054688 530.75 None None None +10 1942 0.16104719042778015 536.24267578125 530.7345581054688 None None None +10 1943 0.161026269197464 536.2230224609375 530.715576171875 None None None +10 1944 0.16099810600280762 536.2046508789062 530.6981201171875 None None None +10 1945 0.1609669029712677 536.18359375 530.6781616210938 None None None +10 1946 0.160978302359581 536.177978515625 530.6721801757812 None None None +10 1947 0.16097189486026764 536.182861328125 530.6773071289062 None None None +10 1948 0.16098028421401978 536.1925659179688 530.6867065429688 None None None +10 1949 0.16097743809223175 536.1835327148438 530.6777954101562 None None None +10 1950 0.160969078540802 536.179443359375 530.6739501953125 None None None +10 1951 0.16098371148109436 536.1924438476562 530.6864624023438 None None None +10 1952 0.1609753519296646 536.1857299804688 530.6799926757812 None None None +10 1953 0.16097454726696014 536.1851806640625 530.6795043945312 None None None +10 1954 0.16096849739551544 536.1966552734375 530.6912231445312 None None None +10 1955 0.1609637290239334 536.1961059570312 530.6907958984375 None None None +10 1956 0.16095858812332153 536.20849609375 530.703369140625 None None None +10 1957 0.16096797585487366 536.206298828125 530.7008056640625 None None None +10 1958 0.1609833687543869 536.2109375 530.7050170898438 None None None +10 1959 0.16098831593990326 536.2273559570312 530.7212524414062 None None None +10 1960 0.16098645329475403 536.2271118164062 530.7210693359375 None None None +10 1961 0.16099615395069122 536.2325439453125 530.7261962890625 None None None +10 1962 0.16101016104221344 536.2174682617188 530.7105712890625 None None None +10 1963 0.16100746393203735 536.2161865234375 530.7093505859375 None None None +10 1964 0.16102108359336853 536.2005615234375 530.6932983398438 None None None +10 1965 0.1610242873430252 536.2051391601562 530.69775390625 None None None +10 1966 0.16103480756282806 536.1929931640625 530.6852416992188 None None None +10 1967 0.16102911531925201 536.20263671875 530.6950073242188 None None None +10 1968 0.16103456914424896 536.2240600585938 530.7162475585938 None None None +10 1969 0.1610272228717804 536.2291259765625 530.7216186523438 None None None +10 1970 0.161002516746521 536.2186279296875 530.7119750976562 None None None +10 1971 0.16101600229740143 536.2409057617188 530.7337646484375 None None None +10 1972 0.16101911664009094 536.2288818359375 530.7216186523438 None None None +10 1973 0.1610146462917328 536.2280883789062 530.7210083007812 None None None +10 1974 0.16100923717021942 536.2302856445312 530.723388671875 None None None +10 1975 0.16103863716125488 536.2567138671875 530.7488403320312 None None None +10 1976 0.16102775931358337 536.2507934570312 530.7432861328125 None None None 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530.7255249023438 None None None +10 1990 0.1609726995229721 536.215576171875 530.7100219726562 None None None +10 1991 0.16096815466880798 536.2235717773438 530.71826171875 None None None +10 1992 0.16096661984920502 536.2318115234375 530.7265014648438 None None None +10 1993 0.16099604964256287 536.2434692382812 530.7371215820312 None None None +10 1994 0.16100062429904938 536.223388671875 530.7168579101562 None None None +10 1995 0.16097992658615112 536.2233276367188 530.7174682617188 None None None +10 1996 0.16097599267959595 536.245849609375 530.7401733398438 None None None +10 1997 0.16096065938472748 536.2249755859375 530.7198486328125 None None None +10 1998 0.1609516590833664 536.2288818359375 530.7240600585938 None None None +10 1999 0.1610017716884613 536.238525390625 530.7319946289062 None None None +10 2000 0.16099481284618378 536.2233276367188 530.7171020507812 None None None +10 2001 0.16101039946079254 536.229736328125 530.7229614257812 None None None +10 2002 0.1610155999660492 536.2181396484375 530.711181640625 None None None +10 2003 0.16100920736789703 536.232666015625 530.7259521484375 None None None +10 2004 0.16101498901844025 536.24072265625 530.7337646484375 None None None +10 2005 0.16101199388504028 536.2394409179688 530.7326049804688 None None None +10 2006 0.16103637218475342 536.251708984375 530.7440795898438 None None None +10 2007 0.16105693578720093 536.2589721679688 530.7506713867188 None None None +10 2008 0.16104817390441895 536.2569580078125 530.7489624023438 None None None +10 2009 0.16101890802383423 536.2461547851562 530.7391967773438 None None None +10 2010 0.161019966006279 536.23583984375 530.7288818359375 None None None +10 2011 0.16104792058467865 536.238037109375 530.7301025390625 None None None +10 2012 0.16106075048446655 536.2022094726562 530.69384765625 None None None +10 2013 0.1611085683107376 536.2053833007812 530.6954345703125 None None None +10 2014 0.16113781929016113 536.205078125 530.6941528320312 None None None +10 2015 0.16116750240325928 536.2413940429688 530.7294311523438 None None None +10 2016 0.16119839251041412 536.2197265625 530.7066650390625 None None None +10 2017 0.16120246052742004 536.2125244140625 530.6994018554688 None None None +10 2018 0.16121810674667358 536.22314453125 530.70947265625 None None None +10 2019 0.16119210422039032 536.202392578125 530.6895751953125 None None None +10 2020 0.161193385720253 536.206787109375 530.6939697265625 None None None +10 2021 0.16118882596492767 536.2022094726562 530.6895141601562 None None None +10 2022 0.16117757558822632 536.2174072265625 530.705078125 None None None +10 2023 0.16117875277996063 536.2316284179688 530.7192993164062 None None None +10 2024 0.16118936240673065 536.216796875 530.7041015625 None None None +10 2025 0.1611742228269577 536.1986083984375 530.6864624023438 None None None +10 2026 0.16121059656143188 536.2202758789062 530.7069091796875 None None None +10 2027 0.16122213006019592 536.2025756835938 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0.16138437390327454 536.1373291015625 530.6180419921875 None None None +10 2066 0.16136467456817627 536.142822265625 530.624267578125 None None None +10 2067 0.16135786473751068 536.1571044921875 530.6387329101562 None None None +10 2068 0.16134123504161835 536.12646484375 530.608642578125 None None None +10 2069 0.1613583266735077 536.1157836914062 530.597412109375 None None None +10 2070 0.1613578051328659 536.1211547851562 530.602783203125 None None None +10 2071 0.16135062277317047 536.1246337890625 530.6065063476562 None None None +10 2072 0.16134381294250488 536.1165771484375 530.5987548828125 None None None +10 2073 0.16133324801921844 536.111572265625 530.5941162109375 None None None +10 2074 0.16133832931518555 536.10009765625 530.5823974609375 None None None +10 2075 0.1613617092370987 536.117919921875 530.5994262695312 None None None +10 2076 0.16139304637908936 536.1148071289062 530.59521484375 None None None +10 2077 0.16139380633831024 536.1384887695312 530.618896484375 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522.3095703125 None None None +12 1800 0.12492963671684265 526.5926513671875 522.3199462890625 None None None +12 1801 0.12493115663528442 526.5761108398438 522.3034057617188 None None None +12 1802 0.12495113909244537 526.60302734375 522.3296508789062 None None None +12 1803 0.1249484121799469 526.6024780273438 522.3292236328125 None None None +12 1804 0.12494214624166489 526.6066284179688 522.33349609375 None None None +12 1805 0.12493983656167984 526.6172485351562 522.34423828125 None None None +12 1806 0.12495353072881699 526.5914916992188 522.3179931640625 None None None +12 1807 0.12495901435613632 526.613037109375 522.3394165039062 None None None +12 1808 0.1249835267663002 526.6217041015625 522.3472290039062 None None None +12 1809 0.12499982118606567 526.62158203125 522.3465576171875 None None None +12 1810 0.12498540431261063 526.614501953125 522.3399658203125 None None None +12 1811 0.12497883290052414 526.596435546875 522.3221435546875 None None None +12 1812 0.1249946877360344 526.5968627929688 522.3220825195312 None None None +12 1813 0.125007763504982 526.58740234375 522.3121337890625 None None None +12 1814 0.12501773238182068 526.5795288085938 522.3038940429688 None None None +12 1815 0.12499375641345978 526.564208984375 522.289306640625 None None None +12 1816 0.1249970942735672 526.565673828125 522.2907104492188 None None None +12 1817 0.12505477666854858 526.5630493164062 522.2860717773438 None None None +12 1818 0.12507155537605286 526.5659790039062 522.2884521484375 None None None +12 1819 0.12506546080112457 526.5542602539062 522.2769165039062 None None None +12 1820 0.12505972385406494 526.5626831054688 522.2855224609375 None None None +12 1821 0.1250738650560379 526.5734252929688 522.2957763671875 None None None +12 1822 0.12508706748485565 526.5646362304688 522.2865600585938 None None None +12 1823 0.1250775158405304 526.5859375 522.30810546875 None None None +12 1824 0.1251048594713211 526.5911865234375 522.3124389648438 None None None +12 1825 0.12508197128772736 526.5828857421875 522.304931640625 None None None +12 1826 0.12510594725608826 526.6039428710938 522.3251953125 None None None +12 1827 0.12512516975402832 526.6024780273438 522.3230590820312 None None None +12 1828 0.12510745227336884 526.6092529296875 522.3305053710938 None None None +12 1829 0.1250920295715332 526.6077270507812 522.3295288085938 None None None +12 1830 0.12507201731204987 526.600830078125 522.3233032226562 None None None +12 1831 0.12508411705493927 526.5830078125 522.3050537109375 None None None +12 1832 0.12512540817260742 526.594482421875 522.3151245117188 None None None +12 1833 0.12510855495929718 526.5838623046875 522.3051147460938 None None None +12 1834 0.1251126080751419 526.6109619140625 522.3320922851562 None None None +12 1835 0.12514007091522217 526.6109619140625 522.3311767578125 None None None +12 1836 0.12512582540512085 526.616455078125 522.337158203125 None None None +12 1837 0.1251475214958191 526.5923461914062 522.312255859375 None None None +12 1838 0.12515348196029663 526.6018676757812 522.3215942382812 None None None +12 1839 0.12514688074588776 526.6028442382812 522.32275390625 None None None +12 1840 0.12512844800949097 526.5922241210938 522.3128051757812 None None None +12 1841 0.12513206899166107 526.59130859375 522.311767578125 None None None +12 1842 0.12514141201972961 526.5938110351562 522.3139038085938 None None None +12 1843 0.1251218169927597 526.6001586914062 522.3209228515625 None None None +12 1844 0.1251055896282196 526.6187744140625 522.3401489257812 None None None +12 1845 0.1250753551721573 526.6242065429688 522.3465576171875 None None None +12 1846 0.125077486038208 526.6289672851562 522.351318359375 None None None +12 1847 0.125081866979599 526.6173095703125 522.3394165039062 None None None +12 1848 0.12509581446647644 526.5971069335938 522.3187866210938 None None None +12 1849 0.12511004507541656 526.5830688476562 522.3042602539062 None None None +12 1850 0.12509594857692719 526.5904541015625 522.3121337890625 None None None +12 1851 0.12507672607898712 526.564697265625 522.2869873046875 None None None +12 1852 0.12508127093315125 526.5601196289062 522.2822875976562 None None None +12 1853 0.12506945431232452 526.5613403320312 522.283935546875 None None None +12 1854 0.1250893771648407 526.5538940429688 522.2758178710938 None None None +12 1855 0.1250791698694229 526.5592041015625 522.2814331054688 None None None +12 1856 0.12510231137275696 526.5684814453125 522.2899169921875 None None None +12 1857 0.12514017522335052 526.5370483398438 522.2572021484375 None None None +12 1858 0.1251482516527176 526.5248413085938 522.2447509765625 None None None +12 1859 0.12515608966350555 526.5281372070312 522.2476806640625 None None None +12 1860 0.12513644993305206 526.53369140625 522.2539672851562 None None None +12 1861 0.12513619661331177 526.5172119140625 522.2374267578125 None None None +12 1862 0.12512747943401337 526.5013427734375 522.2218627929688 None None None +12 1863 0.12512950599193573 526.5302734375 522.250732421875 None None None +12 1864 0.12517637014389038 526.5341796875 522.2530517578125 None None None +12 1865 0.1251499503850937 526.5341186523438 522.2538452148438 None None None +12 1866 0.12513595819473267 526.5225830078125 522.2427978515625 None None None +12 1867 0.125167578458786 526.52587890625 522.2449340820312 None None None +12 1868 0.12516885995864868 526.551513671875 522.2705688476562 None None None +12 1869 0.12516966462135315 526.5432739257812 522.2623291015625 None None None +12 1870 0.12516547739505768 526.5442504882812 522.2634887695312 None None None +12 1871 0.1251600682735443 526.5469360351562 522.2662963867188 None None None +12 1872 0.12514981627464294 526.52783203125 522.24755859375 None None None +12 1873 0.12517453730106354 526.5137939453125 522.2327270507812 None None None +12 1874 0.12516604363918304 526.5077514648438 522.2269287109375 None None None +12 1875 0.12514472007751465 526.4982299804688 522.2181396484375 None None None +12 1876 0.12514162063598633 526.5 522.2200927734375 None None None +12 1877 0.12512509524822235 526.51025390625 522.2308959960938 None None None +12 1878 0.12512511014938354 526.5148315429688 522.2355346679688 None None None +12 1879 0.12510620057582855 526.5253295898438 522.2466430664062 None None None +12 1880 0.12508806586265564 526.5098266601562 522.2317504882812 None None None +12 1881 0.12507852911949158 526.5060424804688 522.228271484375 None None None +12 1882 0.12507686018943787 526.5079345703125 522.230224609375 None None None +12 1883 0.1250726282596588 526.4916381835938 522.2140502929688 None None None +12 1884 0.1250608265399933 526.4840087890625 522.2068481445312 None None None +12 1885 0.12505240738391876 526.49560546875 522.21875 None None None +12 1886 0.1250743865966797 526.4900512695312 522.2124633789062 None None None +12 1887 0.1250821053981781 526.5146484375 522.2367553710938 None None None +12 1888 0.12506374716758728 526.518310546875 522.2410278320312 None None None +12 1889 0.12506751716136932 526.522216796875 522.244873046875 None None None +12 1890 0.1250656694173813 526.5188598632812 522.2415771484375 None None None +12 1891 0.125093013048172 526.5335693359375 522.25537109375 None None None +12 1892 0.12512674927711487 526.5386962890625 522.25927734375 None None None +12 1893 0.12513890862464905 526.5322265625 522.2523803710938 None None None +12 1894 0.12514516711235046 526.5221557617188 522.2421264648438 None None None +12 1895 0.12512290477752686 526.4973754882812 522.2180786132812 None None None +12 1896 0.12511248886585236 526.4869995117188 522.2080688476562 None None None +12 1897 0.12511296570301056 526.4906005859375 522.211669921875 None None None +12 1898 0.12512855231761932 526.4947509765625 522.2152709960938 None None None +12 1899 0.12513643503189087 526.4818725585938 522.2020874023438 None None None +12 1900 0.12512578070163727 526.485107421875 522.2057495117188 None None None +12 1901 0.12512585520744324 526.4857177734375 522.2064208984375 None None None +12 1902 0.12511664628982544 526.4794311523438 522.2003784179688 None None None +12 1903 0.1251325011253357 526.4776611328125 522.1981201171875 None None None +12 1904 0.12514498829841614 526.5106811523438 522.2306518554688 None None None +12 1905 0.1251586228609085 526.5111083984375 522.2306518554688 None None None +12 1906 0.12514309585094452 526.5081787109375 522.228271484375 None None None +12 1907 0.1251520812511444 526.4989013671875 522.21875 None None None +12 1908 0.12512725591659546 526.5023193359375 522.2230224609375 None None None +12 1909 0.12512654066085815 526.4851684570312 522.2058715820312 None None None +12 1910 0.12511828541755676 526.4969482421875 522.2178955078125 None None None +12 1911 0.12510491907596588 526.4675903320312 522.1890258789062 None None None +12 1912 0.1250995248556137 526.4727783203125 522.1943359375 None None None +12 1913 0.12510010600090027 526.4779663085938 522.1995849609375 None None None +12 1914 0.12509232759475708 526.4703979492188 522.1922607421875 None None None +12 1915 0.12507683038711548 526.4732055664062 522.195556640625 None None None +12 1916 0.12507915496826172 526.4862670898438 522.2086181640625 None None None +12 1917 0.12509740889072418 526.48095703125 522.20263671875 None None None +12 1918 0.12509146332740784 526.4720458984375 522.1939697265625 None None None +12 1919 0.1250842958688736 526.474609375 522.1967163085938 None None None +12 1920 0.12506231665611267 526.4813842773438 522.2042236328125 None None None +12 1921 0.12508296966552734 526.4866333007812 522.2088012695312 None None None +12 1922 0.12508736550807953 526.4832763671875 522.2052612304688 None None None +12 1923 0.12507763504981995 526.4849853515625 522.2073364257812 None None None +12 1924 0.125067800283432 526.4917602539062 522.21435546875 None None None +12 1925 0.12506498396396637 526.4903564453125 522.2130737304688 None None None +12 1926 0.12504920363426208 526.5082397460938 522.2315063476562 None None None +12 1927 0.12505732476711273 526.5223388671875 522.245361328125 None None None +12 1928 0.12505054473876953 526.54638671875 522.2696533203125 None None None +12 1929 0.12502697110176086 526.5394287109375 522.2634887695312 None None None +12 1930 0.12502199411392212 526.5311889648438 522.25537109375 None None None +12 1931 0.12504000961780548 526.505126953125 522.2286987304688 None None None +12 1932 0.12506040930747986 526.500244140625 522.22314453125 None None None +12 1933 0.1250489205121994 526.4921264648438 522.2153930664062 None None None +12 1934 0.12506046891212463 526.4749755859375 522.1978759765625 None None None +12 1935 0.12505926191806793 526.47509765625 522.1980590820312 None None None +12 1936 0.12507957220077515 526.4534912109375 522.1757202148438 None None None +12 1937 0.12507949769496918 526.4475708007812 522.1697998046875 None None None +12 1938 0.12506717443466187 526.44384765625 522.16650390625 None None None +12 1939 0.12509073317050934 526.4237670898438 522.1456909179688 None None None +12 1940 0.125104621052742 526.433349609375 522.15478515625 None None None +12 1941 0.12509432435035706 526.4190673828125 522.1408081054688 None None None +12 1942 0.12508220970630646 526.408935546875 522.1311645507812 None None None +12 1943 0.12507157027721405 526.402587890625 522.1251831054688 None None None +12 1944 0.12506195902824402 526.407958984375 522.130859375 None None None +12 1945 0.12509076297283173 526.4064331054688 522.1283569335938 None None None +12 1946 0.12508362531661987 526.3875122070312 522.1096801757812 None None None +12 1947 0.12507085502147675 526.3923950195312 522.114990234375 None None None +12 1948 0.1250564604997635 526.4154663085938 522.1385498046875 None None None +12 1949 0.12504282593727112 526.4005126953125 522.1240234375 None None None +12 1950 0.12503643333911896 526.399169921875 522.1229858398438 None None None +12 1951 0.12503789365291595 526.4257202148438 522.1494140625 None None None +12 1952 0.12504062056541443 526.43603515625 522.1597290039062 None None None +12 1953 0.1250191628932953 526.4298706054688 522.1542358398438 None None None +12 1954 0.1250358670949936 526.4393920898438 522.1632080078125 None None None +12 1955 0.12503084540367126 526.4514770507812 522.1754150390625 None None None +12 1956 0.12502680718898773 526.4658203125 522.18994140625 None None None +12 1957 0.12503358721733093 526.4623413085938 522.1862182617188 None None None +12 1958 0.12504176795482635 526.4569702148438 522.1805419921875 None None None +12 1959 0.12502706050872803 526.44775390625 522.171875 None None None +12 1960 0.12501463294029236 526.448486328125 522.1729736328125 None None None +12 1961 0.12501837313175201 526.4609375 522.185302734375 None None None +12 1962 0.12502360343933105 526.4633178710938 522.1875 None None None +12 1963 0.12499944865703583 526.480224609375 522.2052612304688 None None None +12 1964 0.12499166280031204 526.4840087890625 522.2092895507812 None None None +12 1965 0.12501215934753418 526.473388671875 522.197998046875 None None None +12 1966 0.1250038594007492 526.4713134765625 522.1962280273438 None None None +12 1967 0.12499009817838669 526.4569091796875 522.1822509765625 None None None +12 1968 0.12498535215854645 526.442138671875 522.1676635742188 None None None +12 1969 0.12499929219484329 526.4564208984375 522.1814575195312 None None None +12 1970 0.12499860674142838 526.4481811523438 522.1732788085938 None None None +12 1971 0.12499964237213135 526.45068359375 522.1757202148438 None None None +12 1972 0.12501990795135498 526.4547119140625 522.1790771484375 None None None +12 1973 0.12500259280204773 526.44873046875 522.1737060546875 None None None +12 1974 0.1250019669532776 526.4257202148438 522.1506958007812 None None None +12 1975 0.12500450015068054 526.4257202148438 522.1505737304688 None None None +12 1976 0.12500359117984772 526.4384765625 522.163330078125 None None None +12 1977 0.12500827014446259 526.4414672851562 522.1661376953125 None None None +12 1978 0.12501859664916992 526.4469604492188 522.1713256835938 None None None +12 1979 0.1250230371952057 526.4574584960938 522.181640625 None None None +12 1980 0.1250120848417282 526.457763671875 522.1823120117188 None None None +12 1981 0.12505826354026794 526.4558715820312 522.1787719726562 None None None +12 1982 0.1250472217798233 526.4378051757812 522.1611328125 None None None +12 1983 0.1250615119934082 526.447021484375 522.1698608398438 None None None +12 1984 0.12506024539470673 526.4534301757812 522.1763305664062 None None None +12 1985 0.1250416487455368 526.4584350585938 522.1819458007812 None None None +12 1986 0.12502974271774292 526.476318359375 522.2002563476562 None None None +12 1987 0.12502825260162354 526.46826171875 522.1922607421875 None None None +12 1988 0.12501949071884155 526.456787109375 522.1810302734375 None None None +12 1989 0.1250353455543518 526.456298828125 522.1800537109375 None None None +12 1990 0.1250396966934204 526.4492797851562 522.1729125976562 None None None +12 1991 0.12504032254219055 526.458984375 522.1825561523438 None None None +12 1992 0.12503333389759064 526.451904296875 522.1757202148438 None None None +12 1993 0.12504372000694275 526.4464111328125 522.1698608398438 None None None +12 1994 0.12505435943603516 526.4585571289062 522.1817016601562 None None None +12 1995 0.12503990530967712 526.4523315429688 522.1759033203125 None None None +12 1996 0.1250350922346115 526.4403076171875 522.1640625 None None None +12 1997 0.1250022053718567 526.4310913085938 522.156005859375 None None None +12 1998 0.12497689574956894 526.41162109375 522.1373901367188 None None None +12 1999 0.124978207051754 526.41943359375 522.1451416015625 None None None +12 2000 0.12496809661388397 526.4126586914062 522.1387329101562 None None None +12 2001 0.12495747953653336 526.4177856445312 522.144287109375 None None None +12 2002 0.12496109306812286 526.4069213867188 522.13330078125 None None None +12 2003 0.12495644390583038 526.415771484375 522.1422729492188 None None None +12 2004 0.12498782575130463 526.4366455078125 522.1620483398438 None None None +12 2005 0.1250026375055313 526.437744140625 522.1626586914062 None None None +12 2006 0.12500254809856415 526.4373779296875 522.162353515625 None None None +12 2007 0.12499064207077026 526.4345703125 522.159912109375 None None None +12 2008 0.1249840259552002 526.437255859375 522.1629028320312 None None None +12 2009 0.12496937066316605 526.4514770507812 522.1776123046875 None None None +12 2010 0.12496025860309601 526.466796875 522.1932373046875 None None None +12 2011 0.1249585971236229 526.4522094726562 522.1787109375 None None None +12 2012 0.1249396800994873 526.45654296875 522.1837158203125 None None None +12 2013 0.12492713332176208 526.4462280273438 522.1738891601562 None None None +12 2014 0.12491334974765778 526.4555053710938 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0.11597757786512375 523.92919921875 519.9627075195312 None None None +13 1867 0.11600173264741898 523.9451904296875 519.9779052734375 None None None +13 1868 0.11599487066268921 523.9380493164062 519.970947265625 None None None +13 1869 0.11598801612854004 523.9463500976562 519.9794311523438 None None None +13 1870 0.11599896848201752 523.95654296875 519.9892578125 None None None +13 1871 0.11602717638015747 523.9647827148438 519.99658203125 None None None +13 1872 0.11603179574012756 523.968505859375 520.0001831054688 None None None +13 1873 0.11605712026357651 523.9912109375 520.02197265625 None None None +13 1874 0.11605307459831238 523.9903564453125 520.0213012695312 None None None +13 1875 0.11606479436159134 524.0038452148438 520.0343627929688 None None None +13 1876 0.11606359481811523 524.0159301757812 520.0464477539062 None None None +13 1877 0.11606591194868088 523.9991455078125 520.0296020507812 None None None +13 1878 0.11606574803590775 524.0038452148438 520.0343017578125 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523.9361572265625 519.9657592773438 None None None +13 1892 0.11610076576471329 523.9365234375 519.9658203125 None None None +13 1893 0.11610450595617294 523.9381713867188 519.9673461914062 None None None +13 1894 0.11610879749059677 523.9387817382812 519.9677734375 None None None +13 1895 0.11609870195388794 523.959228515625 519.9885864257812 None None None +13 1896 0.11609622091054916 523.9843139648438 520.0137329101562 None None None +13 1897 0.11608266085386276 523.9697875976562 519.9996948242188 None None None +13 1898 0.11607476323843002 523.9732666015625 520.0034790039062 None None None +13 1899 0.11607595533132553 523.957275390625 519.9874267578125 None None None +13 1900 0.11608999967575073 523.957763671875 519.9874267578125 None None None +13 1901 0.11606037616729736 523.9741821289062 520.0048217773438 None None None +13 1902 0.11608143895864487 523.9740600585938 520.0039672851562 None None None +13 1903 0.1160789504647255 523.9727783203125 520.0027465820312 None None None 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519.931884765625 None None None +13 1917 0.1163240447640419 523.9056396484375 519.9271850585938 None None None +13 1918 0.11633336544036865 523.900146484375 519.92138671875 None None None +13 1919 0.11633209884166718 523.8978271484375 519.9191284179688 None None None +13 1920 0.11633908748626709 523.872314453125 519.8933715820312 None None None +13 1921 0.1163317859172821 523.8812255859375 519.9024658203125 None None None +13 1922 0.11632003635168076 523.8976440429688 519.9193115234375 None None None +13 1923 0.11629875004291534 523.8936157226562 519.916015625 None None None +13 1924 0.116310715675354 523.88525390625 519.9072875976562 None None None +13 1925 0.11630477756261826 523.9022827148438 519.9244384765625 None None None +13 1926 0.11632581055164337 523.8915405273438 519.9130249023438 None None None +13 1927 0.11633649468421936 523.8851318359375 519.90625 None None None +13 1928 0.11632982641458511 523.880615234375 519.9019775390625 None None None +13 1929 0.11633731424808502 523.8842163085938 519.9053344726562 None None None +13 1930 0.11637698113918304 523.8899536132812 519.9097290039062 None None None +13 1931 0.11636371165513992 523.9024658203125 519.9226684570312 None None None +13 1932 0.11636622995138168 523.8912963867188 519.911376953125 None None None +13 1933 0.11636566370725632 523.8936157226562 519.9137573242188 None None None +13 1934 0.1163630560040474 523.8926391601562 519.9129028320312 None None None +13 1935 0.11633441597223282 523.8991088867188 519.9203491210938 None None None +13 1936 0.1163298562169075 523.8676147460938 519.8889770507812 None None None +13 1937 0.11632374674081802 523.8717651367188 519.8933715820312 None None None +13 1938 0.11633547395467758 523.8642578125 519.8854370117188 None None None +13 1939 0.11633555591106415 523.8560180664062 519.877197265625 None None None +13 1940 0.11633080244064331 523.863525390625 519.8848876953125 None None None +13 1941 0.11633151769638062 523.8502197265625 519.8715209960938 None None 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519.8735961914062 None None None +13 1955 0.11620239913463593 523.8318481445312 519.8574829101562 None None None +13 1956 0.11620505899190903 523.8410034179688 519.8665771484375 None None None +13 1957 0.11620525270700455 523.8516845703125 519.8772583007812 None None None +13 1958 0.11618620902299881 523.8487548828125 519.875 None None None +13 1959 0.1161867156624794 523.8556518554688 519.8818359375 None None None +13 1960 0.11619406193494797 523.8466796875 519.8726806640625 None None None +13 1961 0.11618536710739136 523.8448486328125 519.8711547851562 None None None +13 1962 0.11617708206176758 523.8514404296875 519.8779907226562 None None None +13 1963 0.11617501825094223 523.8499145507812 519.8765258789062 None None None +13 1964 0.11619024723768234 523.8709106445312 519.89697265625 None None None +13 1965 0.11618164926767349 523.8626098632812 519.888916015625 None None None +13 1966 0.11620024591684341 523.8541259765625 519.8798828125 None None None +13 1967 0.11619733273983002 523.8384399414062 519.8642578125 None None None +13 1968 0.11620926856994629 523.8348388671875 519.8602294921875 None None None +13 1969 0.11622912436723709 523.8538208007812 519.8786010742188 None None None +13 1970 0.11621221899986267 523.8831787109375 519.9085083007812 None None None +13 1971 0.1162094995379448 523.8895874023438 519.9149780273438 None None None +13 1972 0.11620103567838669 523.8851928710938 519.9109497070312 None None None +13 1973 0.11620235443115234 523.893310546875 519.9190063476562 None None None +13 1974 0.11619827896356583 523.9005737304688 519.9264526367188 None None None +13 1975 0.11619839072227478 523.8829956054688 519.9088134765625 None None None +13 1976 0.11620370298624039 523.8921508789062 519.9177856445312 None None None +13 1977 0.11620926111936569 523.89453125 519.9200439453125 None None None +13 1978 0.11620012670755386 523.8917236328125 519.91748046875 None None None +13 1979 0.11618533730506897 523.8797607421875 519.9060668945312 None None None 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0.11007774621248245 522.559326171875 518.79541015625 None None None +14 1947 0.11007265746593475 522.5494995117188 518.7857055664062 None None None +14 1948 0.11009760946035385 522.5425415039062 518.7778930664062 None None None +14 1949 0.11010535061359406 522.5443115234375 518.7794189453125 None None None +14 1950 0.11014371365308762 522.5496826171875 518.7835083007812 None None None +14 1951 0.11016049981117249 522.5455932617188 518.77880859375 None None None +14 1952 0.1101440042257309 522.5582275390625 518.7920532226562 None None None +14 1953 0.11013824492692947 522.5571899414062 518.7911376953125 None None None +14 1954 0.11014791578054428 522.5554809570312 518.7891235351562 None None None +14 1955 0.11014550179243088 522.5441284179688 518.77783203125 None None None +14 1956 0.11013617366552353 522.5392456054688 518.7733154296875 None None None +14 1957 0.11013604700565338 522.5477294921875 518.7817993164062 None None None +14 1958 0.11016286909580231 522.5658569335938 518.7990112304688 None None None +14 1959 0.11018671095371246 522.5526733398438 518.7850341796875 None None None +14 1960 0.11019910871982574 522.547607421875 518.7794799804688 None None None +14 1961 0.11018560081720352 522.5731811523438 518.8055419921875 None None None +14 1962 0.11017806828022003 522.56103515625 518.7936401367188 None None None +14 1963 0.11019887030124664 522.5663452148438 518.7982177734375 None None None +14 1964 0.11019815504550934 522.5625 518.7943725585938 None None None +14 1965 0.11019965261220932 522.5718994140625 518.8037109375 None None None +14 1966 0.11018621176481247 522.5700073242188 518.8023681640625 None None None +14 1967 0.11018841713666916 522.5753784179688 518.8076171875 None None None +14 1968 0.110191211104393 522.5770263671875 518.8092041015625 None None None +14 1969 0.11018888652324677 522.559326171875 518.7915649414062 None None None +14 1970 0.11017908900976181 522.5534057617188 518.7860717773438 None None None +14 1971 0.11018353700637817 522.5264282226562 518.7589111328125 None None None +14 1972 0.11017227917909622 522.5408325195312 518.7737426757812 None None None +14 1973 0.11016787588596344 522.5184936523438 518.7515258789062 None None None +14 1974 0.11015662550926208 522.5159301757812 518.7493286132812 None None None +14 1975 0.11014755815267563 522.5104370117188 518.7442016601562 None None None +14 1976 0.11014404892921448 522.5115356445312 518.7454223632812 None None None +14 1977 0.11012997478246689 522.51318359375 518.74755859375 None None None +14 1978 0.11013061553239822 522.5350341796875 518.7694091796875 None None None +14 1979 0.11014000326395035 522.524169921875 518.7582397460938 None None None +14 1980 0.11012545228004456 522.5158081054688 518.7503662109375 None None None +14 1981 0.11012428253889084 522.5089721679688 518.7435913085938 None None None +14 1982 0.11011248081922531 522.5232543945312 518.75830078125 None None None +14 1983 0.11012245714664459 522.517333984375 518.7520141601562 None None None +14 1984 0.11010632663965225 522.5009765625 518.7362060546875 None None None +14 1985 0.11009219288825989 522.50244140625 518.7381591796875 None None None +14 1986 0.11008312553167343 522.5144653320312 518.75048828125 None None None +14 1987 0.11008423566818237 522.5043334960938 518.7402954101562 None None None +14 1988 0.11006887257099152 522.515380859375 518.7518920898438 None None None +14 1989 0.11007250100374222 522.5125732421875 518.7489624023438 None None None +14 1990 0.11006729304790497 522.5325927734375 518.7692260742188 None None None +14 1991 0.11005032062530518 522.5072631835938 518.7444458007812 None None None +14 1992 0.11005721241235733 522.5120849609375 518.7490234375 None None None +14 1993 0.11006075143814087 522.498779296875 518.735595703125 None None None +14 1994 0.11008337885141373 522.5042114257812 518.740234375 None None None +14 1995 0.11007929593324661 522.5208129882812 518.7570190429688 None None None +14 1996 0.11007437855005264 522.5165405273438 518.7528686523438 None None None +14 1997 0.11008251458406448 522.49853515625 518.734619140625 None None None +14 1998 0.11011133342981339 522.5166015625 518.7516479492188 None None None +14 1999 0.11010053753852844 522.5121459960938 518.7476196289062 None None None +14 2000 0.11008494347333908 522.5148315429688 518.7508544921875 None None None +14 2001 0.11007525026798248 522.5277099609375 518.7640380859375 None None None +14 2002 0.11007457971572876 522.517578125 518.75390625 None None None +14 2003 0.11007673293352127 522.5308837890625 518.7671508789062 None None None +14 2004 0.11006630957126617 522.5205078125 518.7571411132812 None None None +14 2005 0.1100567877292633 522.5142822265625 518.7512817382812 None None None +14 2006 0.110048808157444 522.5054931640625 518.7427368164062 None None None +14 2007 0.11003924161195755 522.5087280273438 518.7462768554688 None None None +14 2008 0.11004181951284409 522.4906616210938 518.7281494140625 None None None +14 2009 0.11003699153661728 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0.09123193472623825 517.4376831054688 514.3174438476562 None None None +16 1906 0.0912158191204071 517.42333984375 514.3036499023438 None None None +16 1907 0.09120551496744156 517.4187622070312 514.2994384765625 None None None +16 1908 0.09122305363416672 517.4075317382812 514.28759765625 None None None +16 1909 0.09122838824987411 517.4144897460938 514.2943725585938 None None None +16 1910 0.09121649712324142 517.398193359375 514.2784423828125 None None None +16 1911 0.09120609611272812 517.4154052734375 514.2960205078125 None None None +16 1912 0.09124438464641571 517.3903198242188 514.2696533203125 None None None +16 1913 0.09123868495225906 517.372802734375 514.2523193359375 None None None +16 1914 0.0912422388792038 517.3587646484375 514.2381591796875 None None None +16 1915 0.09123198688030243 517.383056640625 514.2627563476562 None None None +16 1916 0.09122695028781891 517.3764038085938 514.2562866210938 None None None +16 1917 0.09122582525014877 517.37109375 514.2510375976562 None None None +16 1918 0.09122895449399948 517.3660278320312 514.245849609375 None None None +16 1919 0.09123437106609344 517.3580322265625 514.2376708984375 None None None +16 1920 0.09123022109270096 517.3538208007812 514.2335815429688 None None None +16 1921 0.09122803807258606 517.3563842773438 514.2362670898438 None None None +16 1922 0.09123461693525314 517.3600463867188 514.2396850585938 None None None +16 1923 0.09124724566936493 517.3746337890625 514.2538452148438 None None None +16 1924 0.09125358611345291 517.3810424804688 514.2600708007812 None None None +16 1925 0.09124232083559036 517.3690795898438 514.2484741210938 None None None +16 1926 0.09123137593269348 517.378173828125 514.2579345703125 None None None +16 1927 0.09124842286109924 517.3804321289062 514.2596435546875 None None None +16 1928 0.09124086797237396 517.38134765625 514.2608032226562 None None None +16 1929 0.09122612327337265 517.384033203125 514.263916015625 None None None +16 1930 0.09121234714984894 517.363525390625 514.243896484375 None None None +16 1931 0.09122444689273834 517.3751831054688 514.2551879882812 None None None +16 1932 0.09122906625270844 517.3696899414062 514.24951171875 None None None +16 1933 0.09122331440448761 517.3724975585938 514.2525634765625 None None None +16 1934 0.0912092849612236 517.3640747070312 514.24462890625 None None None +16 1935 0.09120821207761765 517.3534545898438 514.2340087890625 None None None +16 1936 0.09119198471307755 517.3441772460938 514.2252807617188 None None None +16 1937 0.09117494523525238 517.3662719726562 514.2479858398438 None None None +16 1938 0.09119518101215363 517.3834838867188 514.2644653320312 None None None +16 1939 0.09119713306427002 517.3873901367188 514.268310546875 None None None +16 1940 0.09118889272212982 517.3887329101562 514.2698974609375 None None None +16 1941 0.09119198471307755 517.37548828125 514.256591796875 None None None +16 1942 0.09119769930839539 517.3908081054688 514.271728515625 None None None +16 1943 0.09120486676692963 517.4024658203125 514.2830810546875 None None None +16 1944 0.09121493995189667 517.3930053710938 514.2733154296875 None None None +16 1945 0.0911913812160492 517.4074096679688 514.2885131835938 None None None +16 1946 0.09119649231433868 517.3970336914062 514.2779541015625 None None None +16 1947 0.09118607640266418 517.4011840820312 514.282470703125 None None None +16 1948 0.09120328724384308 517.3931274414062 514.2738647460938 None None None +16 1949 0.09118998050689697 517.4056396484375 514.2868041992188 None None None +16 1950 0.09118343889713287 517.4039916992188 514.285400390625 None None None +16 1951 0.09119676798582077 517.406005859375 514.2869262695312 None None None +16 1952 0.091200090944767 517.400146484375 514.281005859375 None None None +16 1953 0.0912131518125534 517.3762817382812 514.2566528320312 None None None +16 1954 0.09121228009462357 517.3724365234375 514.2528686523438 None None None +16 1955 0.09121757000684738 517.3493041992188 514.2295532226562 None None None +16 1956 0.09122468531131744 517.37353515625 514.2535400390625 None None None +16 1957 0.09122595936059952 517.369384765625 514.2493286132812 None None None +16 1958 0.09123264998197556 517.3656005859375 514.245361328125 None None None +16 1959 0.09123382717370987 517.3568725585938 514.2365112304688 None None None +16 1960 0.09124287962913513 517.3838500976562 514.2632446289062 None None None +16 1961 0.09124819189310074 517.3837280273438 514.2628784179688 None None None +16 1962 0.09125553071498871 517.3828735351562 514.2617797851562 None None None +16 1963 0.0912674218416214 517.3966064453125 514.2750854492188 None None None +16 1964 0.0912814512848854 517.3837280273438 514.2617797851562 None None None +16 1965 0.09127383679151535 517.4007568359375 514.279052734375 None None None +16 1966 0.09126700460910797 517.3800659179688 514.258544921875 None None None +16 1967 0.09127341210842133 517.3853149414062 514.2636108398438 None None None +16 1968 0.09127619862556458 517.3881225585938 514.266357421875 None None None +16 1969 0.09127387404441833 517.4021606445312 514.2803955078125 None None None +16 1970 0.09127967804670334 517.4051513671875 514.283203125 None None None +16 1971 0.09126947820186615 517.40087890625 514.279296875 None None None +16 1972 0.09125832468271255 517.3963012695312 514.2750854492188 None None None +16 1973 0.09126978367567062 517.4131469726562 514.2915649414062 None None None +16 1974 0.09126386046409607 517.406982421875 514.2855834960938 None None None +16 1975 0.09126008301973343 517.4073486328125 514.2860717773438 None None None +16 1976 0.09127751737833023 517.3978881835938 514.2760009765625 None None None +16 1977 0.09128236770629883 517.3933715820312 514.2713623046875 None None None +16 1978 0.09128282964229584 517.394287109375 514.272216796875 None None None +16 1979 0.09128250181674957 517.39013671875 514.26806640625 None None None +16 1980 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514.351806640625 None None None +16 1993 0.09130893647670746 517.4664916992188 514.3434448242188 None None None +16 1994 0.09131088107824326 517.4677124023438 514.3445434570312 None None None +16 1995 0.09131821244955063 517.4932861328125 514.369873046875 None None None +16 1996 0.09133417904376984 517.4724731445312 514.3485717773438 None None None +16 1997 0.09134747087955475 517.4801025390625 514.355712890625 None None None +16 1998 0.0913429856300354 517.4902954101562 514.3660888671875 None None None +16 1999 0.09134669601917267 517.4703369140625 514.345947265625 None None None +16 2000 0.09134848415851593 517.4957885742188 514.371337890625 None None None +16 2001 0.09134837985038757 517.5049438476562 514.3804931640625 None None None +16 2002 0.09133730083703995 517.5177612304688 514.3936767578125 None None None +16 2003 0.0913340300321579 517.5151977539062 514.3912353515625 None None None +16 2004 0.091329425573349 517.5195922851562 514.3958129882812 None None None +16 2005 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517.5047607421875 514.380126953125 None None None +16 2270 0.09133962541818619 517.509033203125 514.38427734375 None None None +16 2271 0.09133303910493851 517.505615234375 514.381103515625 None None None +16 2272 0.09132035076618195 517.5128784179688 514.3887939453125 None None None +16 2273 0.09132124483585358 517.5198974609375 514.395751953125 None None None +16 2274 0.09132084995508194 517.5335083007812 514.4093627929688 None None None +16 2275 0.09131868928670883 517.54638671875 514.42236328125 None None None +16 2276 0.0913047194480896 517.5510864257812 514.427490234375 None None None +16 2277 0.09130670875310898 517.5575561523438 514.4338989257812 None None None +16 2278 0.09130619466304779 517.5619506835938 514.4382934570312 None None None +16 2279 0.09130237996578217 517.5595703125 514.4360961914062 None None None diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9ce95bb60a5e3be81854a05ae8ce992a351e36b --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/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.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_data_params.tsv b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9cf7db68f3d5eb5c7034c931979c1196195b44b8 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 77.0 +counts_sum_max_thresh 2860.0 +trainings_pts_post_thresh 159275 diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7064f847caae376994b2e34a31a687ff78c73523 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_0/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_model_params.tsv b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9ff81e0fa34469d306a633e8a8eef8982fd3b929 --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 34.2 +filters 512 +n_dil_layers 8 +bias_model_path /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR619LHF//chrombpnet_model_feb15/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1de55d4974764a68c7baa8c0627935be91377de --- /dev/null +++ b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15/chrombpnet_wo_bias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_0/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.epoch_loss.csv b/fold_0/logs.models.fold_0.ENCSR619LHF/logfile.modelling.fold_0.ENCSR619LHF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..f697ff906b16fabd1ffcd73ad5ebbaf5f3df70ec --- /dev/null +++ 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sha256:0495976a9668b827ae621719a56d5a4b6afdd09847d6f8e653ece6409357db33 +size 27535360 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.h5 b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..17d33f4f4e491de47e464a054a354743fc634f91 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:536989b5073e39fcec8d0f015c76598dcd43b56cf0dc41901910af3468bffa94 +size 25583536 diff --git a/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.tar b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.tar new file mode 100644 index 0000000000000000000000000000000000000000..499771d12d2e8035a7fb4cc6fb7073ff6e0136d6 --- /dev/null +++ b/fold_0/model.chrombpnet_nobias.fold_0.ENCSR619LHF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c07ec573acbda8471650f714ed87cca9ec40edeea860d3e99413496a333f7d8 +size 26060800 diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.args.json b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..0a37eddcbdf7964d5e17750f918396e7390adf52 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//preprocessing/bigWigs/ENCSR619LHF.bigWig", + "peaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_1//filtered.peaks.bed", + "nonpeaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed", + "output_prefix": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_1//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.batch_loss.tsv b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..57305d61de79ce1bda8f6f44561ee60fc41f7712 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.batch_loss.tsv @@ -0,0 +1,38183 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 0.9773557186126709 583.301025390625 549.6799926757812 None None None +0 1 1.3420366048812866 719.1510009765625 672.9849853515625 None None None +0 2 2.3702285289764404 738.2478637695312 656.7119750976562 None None None +0 3 2.0476770401000977 703.17822265625 632.7381591796875 None None None +0 4 1.9402806758880615 692.8162841796875 626.0706787109375 None None None +0 5 1.8225932121276855 677.84765625 615.1504516601562 None None None +0 6 1.7716540098190308 678.6541748046875 617.7091674804688 None None None 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526.8452758789062 520.5294799804688 None None None +5 1813 0.18356914818286896 526.8343505859375 520.5187377929688 None None None +5 1814 0.18358668684959412 526.8446044921875 520.5283813476562 None None None +5 1815 0.1836153119802475 526.8577270507812 520.54052734375 None None None +5 1816 0.1836312860250473 526.8494262695312 520.5316162109375 None None None +5 1817 0.1836254596710205 526.8496704101562 520.5321044921875 None None None +5 1818 0.1836439073085785 526.8587646484375 520.5405883789062 None None None +5 1819 0.18364563584327698 526.8572998046875 520.5390625 None None None +5 1820 0.18363478779792786 526.859619140625 520.541748046875 None None None +5 1821 0.18364906311035156 526.857421875 520.5390625 None None None +5 1822 0.18364480137825012 526.8516845703125 520.533447265625 None None None +5 1823 0.18368594348430634 526.8271484375 520.507568359375 None None None +5 1824 0.18367840349674225 526.8377685546875 520.5183715820312 None None None +5 1825 0.1836620569229126 526.851318359375 520.5325317382812 None None None +5 1826 0.1836455762386322 526.8490600585938 520.5308227539062 None None None +5 1827 0.18361765146255493 526.8553466796875 520.5380249023438 None None None +5 1828 0.18362432718276978 526.8646240234375 520.547119140625 None None None +5 1829 0.18361139297485352 526.8605346679688 520.54345703125 None None None +5 1830 0.1835973709821701 526.86669921875 520.550048828125 None None None +5 1831 0.183584526181221 526.869384765625 520.55322265625 None None None +5 1832 0.18354834616184235 526.8502197265625 520.5353393554688 None None None +5 1833 0.1835300177335739 526.84619140625 520.5319213867188 None None None +5 1834 0.18353256583213806 526.8290405273438 520.5146484375 None None None +5 1835 0.18352308869361877 526.8533325195312 520.539306640625 None None None +5 1836 0.18357321619987488 526.87451171875 520.5587768554688 None None None +5 1837 0.18361793458461761 526.8543701171875 520.5370483398438 None None None +5 1838 0.18357880413532257 526.8406982421875 520.5247192382812 None None None +5 1839 0.18359936773777008 526.8626098632812 520.5460205078125 None None None +5 1840 0.18358667194843292 526.8690795898438 520.5528564453125 None None None +5 1841 0.18357791006565094 526.8729248046875 520.5570068359375 None None None +5 1842 0.18357369303703308 526.85986328125 520.5441284179688 None None None +5 1843 0.18354499340057373 526.8385009765625 520.5237426757812 None None None +5 1844 0.18351712822914124 526.839111328125 520.5253295898438 None None None +5 1845 0.1835053563117981 526.8565063476562 520.5430908203125 None None None +5 1846 0.18345853686332703 526.8416137695312 520.52978515625 None None None +5 1847 0.18345072865486145 526.8485107421875 520.5369873046875 None None None +5 1848 0.18346640467643738 526.8685913085938 520.5565185546875 None None None +5 1849 0.1834608018398285 526.8883056640625 520.576416015625 None None None +5 1850 0.1834527552127838 526.8829956054688 520.5713500976562 None None None +5 1851 0.18342359364032745 526.8671264648438 520.5564575195312 None None None +5 1852 0.1834143102169037 526.8914184570312 520.5810546875 None None None +5 1853 0.18341782689094543 526.903564453125 520.5931396484375 None None None +5 1854 0.1834196150302887 526.9036865234375 520.5931396484375 None None None +5 1855 0.183419331908226 526.916015625 520.6055297851562 None None None +5 1856 0.1834135800600052 526.9390869140625 520.6287841796875 None None None +5 1857 0.18340954184532166 526.9677124023438 520.6575317382812 None None None +5 1858 0.1834048181772232 526.9486694335938 520.638671875 None None None +5 1859 0.1834234893321991 526.95703125 520.6463623046875 None None None +5 1860 0.1833856999874115 526.9598388671875 520.6504516601562 None None None +5 1861 0.18343321979045868 526.9798583984375 520.6688842773438 None None None +5 1862 0.18340836465358734 526.9539184570312 520.643798828125 None None None +5 1863 0.18338972330093384 526.9566040039062 520.6470336914062 None None None +5 1864 0.1833989918231964 526.9607543945312 520.6509399414062 None None None +5 1865 0.1833769679069519 526.9598999023438 520.6508178710938 None None None +5 1866 0.18336409330368042 526.9583129882812 520.6497192382812 None None None +5 1867 0.18337148427963257 526.9412231445312 520.6323852539062 None None None +5 1868 0.18333952128887177 526.934814453125 520.6270751953125 None None None +5 1869 0.18332454562187195 526.9146118164062 520.6073608398438 None None None +5 1870 0.1833055168390274 526.9161376953125 520.6095581054688 None None None +5 1871 0.18329201638698578 526.9173583984375 520.6112060546875 None None None +5 1872 0.1832685023546219 526.935546875 520.6301879882812 None None None +5 1873 0.18327713012695312 526.9410400390625 520.6353759765625 None None None +5 1874 0.18329383432865143 526.9368896484375 520.6306762695312 None None None +5 1875 0.18327638506889343 526.9268798828125 520.6212768554688 None None None +5 1876 0.18325217068195343 526.9429931640625 520.63818359375 None None None +5 1877 0.18323202431201935 526.968994140625 520.6649169921875 None None None +5 1878 0.18322697281837463 526.9781494140625 520.6742553710938 None None None +5 1879 0.18321838974952698 526.9932861328125 520.6896362304688 None None None +5 1880 0.1832168698310852 526.99951171875 520.6959228515625 None None None +5 1881 0.18322569131851196 527.0139770507812 520.7101440429688 None None None +5 1882 0.18318352103233337 526.9962768554688 520.69384765625 None None None +5 1883 0.18317537009716034 526.9871826171875 520.68505859375 None None None +5 1884 0.18316151201725006 526.974609375 520.6729736328125 None None None +5 1885 0.18313749134540558 526.973388671875 520.672607421875 None None None +5 1886 0.1831369400024414 526.9688720703125 520.6681518554688 None None None +5 1887 0.18315380811691284 526.9710693359375 520.6697387695312 None None None +5 1888 0.18317386507987976 526.9943237304688 520.6923217773438 None None None +5 1889 0.18319791555404663 526.9781494140625 520.67529296875 None None None +5 1890 0.1832304447889328 526.9645385742188 520.6605834960938 None None None +5 1891 0.18321552872657776 526.972900390625 520.66943359375 None None None +5 1892 0.18321463465690613 526.9589233398438 520.655517578125 None None None +5 1893 0.18324892222881317 526.9730834960938 520.66845703125 None None None +5 1894 0.18323610723018646 526.9718017578125 520.6676025390625 None None None +5 1895 0.18322259187698364 526.983642578125 520.679931640625 None None None +5 1896 0.18324989080429077 526.9902954101562 520.6856079101562 None None None +5 1897 0.18332412838935852 527.0001220703125 520.69287109375 None None None +5 1898 0.18329894542694092 526.9956665039062 520.6892700195312 None None None +5 1899 0.18330183625221252 526.9846801757812 520.67822265625 None None None +5 1900 0.18332545459270477 526.9896850585938 520.6824340820312 None None None +5 1901 0.18335048854351044 526.9967651367188 520.6885986328125 None None None +5 1902 0.18339169025421143 527.0143432617188 520.7047729492188 None None None +5 1903 0.18338988721370697 527.0156860351562 520.7062377929688 None None None +5 1904 0.1834198534488678 527.0299682617188 520.719482421875 None None None +5 1905 0.1834346354007721 527.0379028320312 520.7269287109375 None None None +5 1906 0.18342776596546173 527.0180053710938 520.707275390625 None None None +5 1907 0.18340332806110382 526.981689453125 520.6717529296875 None None None +5 1908 0.18343785405158997 526.9918212890625 520.6806640625 None None None +5 1909 0.18352332711219788 526.99462890625 520.6805419921875 None None None +5 1910 0.18355855345726013 526.9784545898438 520.6632080078125 None None None +5 1911 0.18356969952583313 526.978515625 520.662841796875 None None None +5 1912 0.1835586428642273 526.9774780273438 520.6621704101562 None None None +5 1913 0.18356098234653473 526.9976196289062 520.6822509765625 None None None +5 1914 0.18359383940696716 527.02099609375 520.7044677734375 None None None 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None +5 1928 0.18359999358654022 527.0389404296875 520.7222290039062 None None None +5 1929 0.1836482435464859 527.056640625 520.73828125 None None None +5 1930 0.18363067507743835 527.0548095703125 520.7369995117188 None None None +5 1931 0.18363095819950104 527.04541015625 520.7276000976562 None None None +5 1932 0.18363907933235168 527.0650024414062 520.7468872070312 None None None +5 1933 0.1836877316236496 527.0596313476562 520.7398681640625 None None None +5 1934 0.1836923509836197 527.0481567382812 520.7282104492188 None None None +5 1935 0.18372902274131775 527.0603637695312 520.7391357421875 None None None +5 1936 0.18376080691814423 527.05029296875 520.72802734375 None None None +5 1937 0.18376494944095612 527.0529174804688 520.73046875 None None None +5 1938 0.18376240134239197 527.0394897460938 520.7171630859375 None None None +5 1939 0.18375477194786072 527.0267333984375 520.7046508789062 None None None +5 1940 0.18374529480934143 527.0252075195312 520.7034301757812 None None None +5 1941 0.18372392654418945 527.0156860351562 520.6947021484375 None None None +5 1942 0.18374288082122803 526.99365234375 520.6720581054688 None None None +5 1943 0.18373820185661316 527.011962890625 520.6904907226562 None None None +5 1944 0.18372619152069092 527.0068969726562 520.685791015625 None None None +5 1945 0.18370437622070312 526.9915771484375 520.6712036132812 None None None +5 1946 0.1837076097726822 526.9847412109375 520.6642456054688 None None None +5 1947 0.18369117379188538 526.9698486328125 520.6499633789062 None None None +5 1948 0.18369099497795105 526.9751586914062 520.6552124023438 None None None +5 1949 0.18365925550460815 526.9801025390625 520.6612548828125 None None None +5 1950 0.1836639940738678 526.9778442382812 520.6588745117188 None None None +5 1951 0.18364468216896057 526.9688110351562 520.6505126953125 None None None +5 1952 0.1836361438035965 526.9561767578125 520.6381225585938 None None None +5 1953 0.1835992932319641 526.933837890625 520.6171264648438 None None None +5 1954 0.18362092971801758 526.9332275390625 520.6157836914062 None None None +5 1955 0.18361668288707733 526.9351196289062 520.6177978515625 None None None +5 1956 0.1836146116256714 526.9298095703125 520.612548828125 None None None +5 1957 0.18360450863838196 526.9148559570312 520.5979614257812 None None None +5 1958 0.18360847234725952 526.9299926757812 520.6129150390625 None None None +5 1959 0.18360544741153717 526.91015625 520.59326171875 None None None +5 1960 0.18361520767211914 526.89892578125 520.5816650390625 None None None +5 1961 0.18363885581493378 526.8947143554688 520.57666015625 None None None +5 1962 0.18366500735282898 526.8944702148438 520.5755004882812 None None None +5 1963 0.18366561830043793 526.8817138671875 520.562744140625 None None None +5 1964 0.18364053964614868 526.890869140625 520.57275390625 None None None +5 1965 0.18364456295967102 526.8783569335938 520.56005859375 None None None +5 1966 0.18363794684410095 526.880615234375 520.5626220703125 None None None +5 1967 0.18367020785808563 526.8977661132812 520.57861328125 None None None +5 1968 0.18368643522262573 526.8939208984375 520.57421875 None None None +5 1969 0.1836996227502823 526.9056396484375 520.58544921875 None None None +5 1970 0.1836780160665512 526.9176025390625 520.59814453125 None None None +5 1971 0.18370096385478973 526.9190673828125 520.5988159179688 None None None +5 1972 0.1837356984615326 526.9412841796875 520.6198120117188 None None None +5 1973 0.18372689187526703 526.927734375 520.6066284179688 None None None +5 1974 0.18372277915477753 526.9483642578125 520.6273803710938 None None None +5 1975 0.18369656801223755 526.9432983398438 520.6232299804688 None None None +5 1976 0.18369482457637787 526.9403076171875 520.6203002929688 None None None +5 1977 0.18367856740951538 526.9478759765625 520.62841796875 None None None +5 1978 0.18366359174251556 526.9409790039062 520.6220703125 None None None +5 1979 0.18366247415542603 526.9381713867188 520.6192626953125 None None None +5 1980 0.1836966723203659 526.9556884765625 520.6356201171875 None None None +5 1981 0.1836797446012497 526.9463500976562 520.6268310546875 None None None +5 1982 0.18367743492126465 526.9439697265625 520.6245727539062 None None None +5 1983 0.1836891770362854 526.9346313476562 520.6148071289062 None None None +5 1984 0.18369773030281067 526.9468383789062 520.6267700195312 None None None +5 1985 0.18366584181785583 526.939208984375 520.6202392578125 None None None +5 1986 0.18365532159805298 526.9539794921875 520.6353759765625 None None None +5 1987 0.18364033102989197 526.9422607421875 520.6241455078125 None None None +5 1988 0.18365006148815155 526.9283447265625 520.6099243164062 None None None +5 1989 0.1836838573217392 526.9417724609375 520.6221923828125 None None None +5 1990 0.1836765557527542 526.9248046875 520.60546875 None None None +5 1991 0.18369454145431519 526.9119262695312 520.5919799804688 None None None +5 1992 0.18370099365711212 526.9219360351562 520.6017456054688 None None None +5 1993 0.18369676172733307 526.9224853515625 520.6024169921875 None None None +5 1994 0.18369106948375702 526.9254150390625 520.6055908203125 None None None +5 1995 0.18369805812835693 526.9506225585938 520.6305541992188 None None None +5 1996 0.18368251621723175 526.9501342773438 520.6305541992188 None None None +5 1997 0.1836758852005005 526.9539794921875 520.6345825195312 None None None +5 1998 0.1836666762828827 526.9727783203125 520.65380859375 None None None +5 1999 0.18365441262722015 526.9574584960938 520.6388549804688 None None None +5 2000 0.18366119265556335 526.9591064453125 520.6402587890625 None None None +5 2001 0.1837054342031479 526.9498291015625 520.6295166015625 None None None +5 2002 0.18370097875595093 526.9588012695312 520.6386108398438 None None None +5 2003 0.18371199071407318 526.9479370117188 520.6273803710938 None None None +5 2004 0.18372640013694763 526.938720703125 520.61767578125 None None None +5 2005 0.18374817073345184 526.946533203125 520.624755859375 None None None +5 2006 0.18377059698104858 526.9524536132812 520.6299438476562 None None None +5 2007 0.18376697599887848 526.9325561523438 520.6101684570312 None None None +5 2008 0.18377073109149933 526.93603515625 520.6134643554688 None None None +5 2009 0.18375913798809052 526.92822265625 520.6060791015625 None None None +5 2010 0.18375979363918304 526.9268188476562 520.6046142578125 None None None +5 2011 0.18375496566295624 526.9105224609375 520.5885009765625 None None None +5 2012 0.18375647068023682 526.8995971679688 520.5775146484375 None None None +5 2013 0.1837676763534546 526.916015625 520.593505859375 None None None +5 2014 0.1837596297264099 526.924072265625 520.6018676757812 None None None +5 2015 0.18376648426055908 526.9202270507812 520.5977783203125 None None None +5 2016 0.1837751865386963 526.9368896484375 520.6141357421875 None None None +5 2017 0.18377071619033813 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526.0650024414062 520.0684204101562 None None None +6 1889 0.17431262135505676 526.0601196289062 520.0636596679688 None None None +6 1890 0.17430181801319122 526.049072265625 520.052978515625 None None None +6 1891 0.17432276904582977 526.0711669921875 520.0743408203125 None None None +6 1892 0.17432549595832825 526.0692138671875 520.072265625 None None None +6 1893 0.1743328869342804 526.0889892578125 520.091796875 None None None +6 1894 0.17433960735797882 526.0950927734375 520.09765625 None None None +6 1895 0.17432686686515808 526.1212768554688 520.124267578125 None None None +6 1896 0.1742955446243286 526.1254272460938 520.1295166015625 None None None +6 1897 0.17433325946331024 526.120361328125 520.1231689453125 None None None +6 1898 0.17437277734279633 526.1187744140625 520.1202392578125 None None None +6 1899 0.17439645528793335 526.1207275390625 520.121337890625 None None None +6 1900 0.1743825227022171 526.1402587890625 520.141357421875 None None None +6 1901 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520.1273193359375 None None None +6 1927 0.17434164881706238 526.1258544921875 520.1283569335938 None None None +6 1928 0.17435067892074585 526.1239013671875 520.1260986328125 None None None +6 1929 0.17432403564453125 526.1231079101562 520.126220703125 None None None +6 1930 0.17432503402233124 526.1103515625 520.1134033203125 None None None +6 1931 0.17432811856269836 526.0966796875 520.0996704101562 None None None +6 1932 0.17434531450271606 526.0901489257812 520.092529296875 None None None +6 1933 0.17435914278030396 526.102783203125 520.1046752929688 None None None +6 1934 0.17433050274848938 526.1007690429688 520.1036376953125 None None None +6 1935 0.17433752119541168 526.0933227539062 520.095947265625 None None None +6 1936 0.17432793974876404 526.1024780273438 520.1055297851562 None None None +6 1937 0.17432618141174316 526.1142578125 520.1173095703125 None None None +6 1938 0.174297034740448 526.1268310546875 520.1309204101562 None None None +6 1939 0.1743244230747223 526.119384765625 520.12255859375 None None None +6 1940 0.17432518303394318 526.1093139648438 520.1124267578125 None None None +6 1941 0.17431242763996124 526.1036376953125 520.1072387695312 None None None +6 1942 0.1743224561214447 526.1089477539062 520.1121826171875 None None None +6 1943 0.17431652545928955 526.0921630859375 520.0956420898438 None None None +6 1944 0.17432713508605957 526.0796508789062 520.0827026367188 None None None +6 1945 0.17433656752109528 526.0773315429688 520.080078125 None None None +6 1946 0.17436149716377258 526.081298828125 520.0831909179688 None None None +6 1947 0.17434149980545044 526.083251953125 520.0858154296875 None None None +6 1948 0.1743783801794052 526.0914306640625 520.0927124023438 None None None +6 1949 0.17436859011650085 526.0949096679688 520.0964965820312 None None None +6 1950 0.17436058819293976 526.1036376953125 520.1055297851562 None None None +6 1951 0.17435139417648315 526.1038818359375 520.1061401367188 None None None +6 1952 0.17433194816112518 526.0939331054688 520.0968017578125 None None None +6 1953 0.17430920898914337 526.08984375 520.0934448242188 None None None +6 1954 0.1743258684873581 526.0955200195312 520.0985717773438 None None None +6 1955 0.1743413805961609 526.094482421875 520.0970458984375 None None None +6 1956 0.17433962225914001 526.1018676757812 520.1044921875 None None None +6 1957 0.17434363067150116 526.1146240234375 520.1170654296875 None None None +6 1958 0.17434050142765045 526.1181640625 520.1207885742188 None None None +6 1959 0.17433860898017883 526.1251831054688 520.1278076171875 None None None +6 1960 0.1743198186159134 526.1289672851562 520.1322631835938 None None None +6 1961 0.1743059754371643 526.1360473632812 520.1398315429688 None None None +6 1962 0.17428159713745117 526.1092529296875 520.1138916015625 None None None +6 1963 0.17428326606750488 526.0982055664062 520.102783203125 None None None +6 1964 0.17426177859306335 526.1000366210938 520.1052856445312 None None None +6 1965 0.17425395548343658 526.0950927734375 520.1007080078125 None None None +6 1966 0.1742428094148636 526.1123657226562 520.1183471679688 None None None +6 1967 0.17430122196674347 526.1157836914062 520.1197509765625 None None None +6 1968 0.17427654564380646 526.1015014648438 520.1063232421875 None None None +6 1969 0.17428675293922424 526.0899047851562 520.0943603515625 None None None +6 1970 0.17428582906723022 526.0873413085938 520.0918579101562 None None None +6 1971 0.17427125573158264 526.0968017578125 520.101806640625 None None None +6 1972 0.17425137758255005 526.11279296875 520.1184692382812 None None None +6 1973 0.17427587509155273 526.1239013671875 520.1287231445312 None None None +6 1974 0.17427536845207214 526.11669921875 520.12158203125 None None None +6 1975 0.174257293343544 526.1104736328125 520.115966796875 None None None +6 1976 0.17425930500030518 526.1091918945312 520.1146240234375 None None None +6 1977 0.17427970468997955 526.1166381835938 520.121337890625 None None None +6 1978 0.17426598072052002 526.106689453125 520.1118774414062 None None None +6 1979 0.17425046861171722 526.1031494140625 520.1088256835938 None None None +6 1980 0.1742563545703888 526.0953979492188 520.1008911132812 None None None +6 1981 0.17425669729709625 526.118408203125 520.1239013671875 None None None +6 1982 0.1742374747991562 526.1203002929688 520.1264038085938 None None None +6 1983 0.17421355843544006 526.1307983398438 520.1377563476562 None None None +6 1984 0.17424547672271729 526.1287231445312 520.1345825195312 None None None +6 1985 0.17424297332763672 526.1527099609375 520.1586303710938 None None None +6 1986 0.1742686927318573 526.1547241210938 520.1597900390625 None None None +6 1987 0.1742812544107437 526.1354370117188 520.1400756835938 None None None +6 1988 0.17426282167434692 526.1425170898438 520.1477661132812 None None None +6 1989 0.17426493763923645 526.1259155273438 520.131103515625 None None None +6 1990 0.17423930764198303 526.1195678710938 520.1256103515625 None None None +6 1991 0.17424121499061584 526.1103515625 520.1163330078125 None None None +6 1992 0.17421917617321014 526.1019897460938 520.1087646484375 None None None +6 1993 0.17421786487102509 526.0906372070312 520.0975341796875 None None None +6 1994 0.1742001622915268 526.0953369140625 520.1028442382812 None None None +6 1995 0.1741972714662552 526.0753173828125 520.0828857421875 None None None +6 1996 0.17416708171367645 526.0529174804688 520.0615234375 None None None +6 1997 0.1741684228181839 526.0628662109375 520.0714111328125 None None None +6 1998 0.1741749793291092 526.0506591796875 520.0589599609375 None None None +6 1999 0.17416714131832123 526.06494140625 520.073486328125 None None None +6 2000 0.17415332794189453 526.0535888671875 520.0626220703125 None None None +6 2001 0.17414452135562897 526.0537109375 520.0630493164062 None None None +6 2002 0.1741609424352646 526.041015625 520.0498657226562 None None None +6 2003 0.17417587339878082 526.0542602539062 520.0625 None None None +6 2004 0.17414633929729462 526.05029296875 520.0595703125 None None None +6 2005 0.17412272095680237 526.0776977539062 520.0878295898438 None None None +6 2006 0.17410701513290405 526.06494140625 520.0756225585938 None None None +6 2007 0.174124076962471 526.0513916015625 520.0615234375 None None None +6 2008 0.17411798238754272 526.0520629882812 520.0623779296875 None None None +6 2009 0.17410418391227722 526.03369140625 520.0444946289062 None None None +6 2010 0.17411811649799347 526.0401611328125 520.0504760742188 None None None +6 2011 0.17408955097198486 526.03466796875 520.0459594726562 None None None +6 2012 0.17410387098789215 526.0326538085938 520.0435180664062 None None None +6 2013 0.17410366237163544 526.0322875976562 520.0431518554688 None None None +6 2014 0.17412631213665009 526.031982421875 520.0420532226562 None None None +6 2015 0.17411097884178162 526.03076171875 520.0413818359375 None None None +6 2016 0.17411871254444122 526.0407104492188 520.0510864257812 None None None +6 2017 0.17415283620357513 526.0484619140625 520.0576782226562 None None None +6 2018 0.17420156300067902 526.0634155273438 520.0709228515625 None None None +6 2019 0.17419235408306122 526.0623168945312 520.0701293945312 None None None +6 2020 0.17416760325431824 526.0679321289062 520.0765991210938 None None None +6 2021 0.17419183254241943 526.0654296875 520.0733642578125 None None None +6 2022 0.17418664693832397 526.0546875 520.062744140625 None None None +6 2023 0.17417234182357788 526.0588989257812 520.0674438476562 None None None +6 2024 0.17414158582687378 526.0693969726562 520.0789794921875 None None None +6 2025 0.174161896109581 526.0848388671875 520.09375 None None None +6 2026 0.1741715371608734 526.0921020507812 520.1006469726562 None None None +6 2027 0.17416150867938995 526.1010131835938 520.1099243164062 None None None +6 2028 0.17414408922195435 526.0831298828125 520.0926513671875 None None None +6 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524.1173706054688 518.452392578125 None None None +7 1976 0.16467705368995667 524.1035766601562 518.438232421875 None None None +7 1977 0.16467221081256866 524.07958984375 518.4144287109375 None None None +7 1978 0.16464763879776 524.0660400390625 518.4016723632812 None None None +7 1979 0.16465148329734802 524.0582275390625 518.3937377929688 None None None +7 1980 0.16465379297733307 524.056640625 518.39208984375 None None None +7 1981 0.1646512746810913 524.0577392578125 518.3932495117188 None None None +7 1982 0.16468794643878937 524.0443725585938 518.3786010742188 None None None +7 1983 0.16468201577663422 524.0547485351562 518.3892211914062 None None None +7 1984 0.16468986868858337 524.06640625 518.4005737304688 None None None +7 1985 0.16466784477233887 524.0671997070312 518.402099609375 None None None +7 1986 0.16469071805477142 524.0875854492188 518.4216918945312 None None None +7 1987 0.16468952596187592 524.0979614257812 518.4320678710938 None None None +7 1988 0.16466443240642548 524.1121826171875 518.4472045898438 None None None +7 1989 0.16465552151203156 524.115234375 518.4505004882812 None None None +7 1990 0.16467221081256866 524.1253662109375 518.4600830078125 None None None +7 1991 0.1646924614906311 524.1300659179688 518.464111328125 None None None +7 1992 0.16468334197998047 524.1286010742188 518.4630126953125 None None None +7 1993 0.1646769791841507 524.1320190429688 518.4666137695312 None None None +7 1994 0.1646396964788437 524.1240234375 518.4598999023438 None None None +7 1995 0.16461919248104095 524.1211547851562 518.4577026367188 None None None +7 1996 0.16460321843624115 524.1163330078125 518.4534301757812 None None None +7 1997 0.1645953208208084 524.1341552734375 518.4715576171875 None None None +7 1998 0.16461431980133057 524.1176147460938 518.454345703125 None None None +7 1999 0.16459432244300842 524.1008911132812 518.4382934570312 None None None +7 2000 0.16458159685134888 524.1064453125 518.4442749023438 None None None +7 2001 0.16456936299800873 524.1124877929688 518.4507446289062 None None None +7 2002 0.1645582765340805 524.1373291015625 518.4760131835938 None None None +7 2003 0.16453537344932556 524.1229858398438 518.46240234375 None None None +7 2004 0.16452139616012573 524.1192626953125 518.4591674804688 None None None +7 2005 0.16449731588363647 524.1006469726562 518.44140625 None None None +7 2006 0.1645100861787796 524.11279296875 518.4530639648438 None None None +7 2007 0.16451974213123322 524.1309204101562 518.4708862304688 None None None +7 2008 0.16456983983516693 524.1577758789062 518.4960327148438 None None None +7 2009 0.16458217799663544 524.1500244140625 518.4878540039062 None None None +7 2010 0.1646011769771576 524.1378173828125 518.4749755859375 None None None +7 2011 0.1645912528038025 524.1295166015625 518.467041015625 None None None +7 2012 0.16457833349704742 524.1305541992188 518.468505859375 None None None +7 2013 0.16455179452896118 524.150390625 518.4892578125 None None None +7 2014 0.16455984115600586 524.1519775390625 518.4905395507812 None None None +7 2015 0.16457656025886536 524.162841796875 518.5007934570312 None None None +7 2016 0.16455979645252228 524.1465454101562 518.485107421875 None None None +7 2017 0.16455629467964172 524.1306762695312 518.4694213867188 None None None +7 2018 0.16453802585601807 524.1148681640625 518.4542236328125 None None None +7 2019 0.16453486680984497 524.1082153320312 518.4476928710938 None None None +7 2020 0.16452811658382416 524.1211547851562 518.4608154296875 None None None +7 2021 0.16453377902507782 524.131591796875 518.4711303710938 None None None +7 2022 0.1645362228155136 524.138671875 518.4781494140625 None None None +7 2023 0.16451320052146912 524.1564331054688 518.4966430664062 None None None +7 2024 0.16450482606887817 524.1483764648438 518.4889526367188 None None None +7 2025 0.16448745131492615 524.1488647460938 518.4900512695312 None None None +7 2026 0.16449394822120667 524.1445922851562 518.485595703125 None None None +7 2027 0.16448874771595 524.1588745117188 518.5 None None None +7 2028 0.16447867453098297 524.1456909179688 518.4871215820312 None None None +7 2029 0.16445569694042206 524.162841796875 518.505126953125 None None None +7 2030 0.16445378959178925 524.1997680664062 518.5421142578125 None None None +7 2031 0.1644553393125534 524.2080078125 518.5502319335938 None None None +7 2032 0.16443775594234467 524.229736328125 518.572509765625 None None None +7 2033 0.16443298757076263 524.2191772460938 518.5620727539062 None None None +7 2034 0.16443951427936554 524.2163696289062 518.55908203125 None None None +7 2035 0.1644279658794403 524.2343139648438 518.577392578125 None None None +7 2036 0.1644093096256256 524.2234497070312 518.567138671875 None None None +7 2037 0.16439485549926758 524.2056274414062 518.5498046875 None None None +7 2038 0.16439564526081085 524.1936645507812 518.5379028320312 None None None +7 2039 0.16438618302345276 524.2119750976562 518.5565185546875 None None None +7 2040 0.16440466046333313 524.2196655273438 518.5635986328125 None None None +7 2041 0.164402574300766 524.2366333007812 518.58056640625 None None None +7 2042 0.16439184546470642 524.2455444335938 518.5899047851562 None None None +7 2043 0.1643870770931244 524.2340698242188 518.5785522460938 None None None +7 2044 0.16435934603214264 524.23193359375 518.577392578125 None None None +7 2045 0.16435833275318146 524.2352294921875 518.5807495117188 None None None +7 2046 0.16434605419635773 524.2369995117188 518.5829467773438 None None None +7 2047 0.16436555981636047 524.2359008789062 518.5811767578125 None None None +7 2048 0.16434617340564728 524.2354736328125 518.5814208984375 None None None +7 2049 0.16434578597545624 524.209716796875 518.5556640625 None None None +7 2050 0.16432371735572815 524.1911010742188 518.537841796875 None None None +7 2051 0.16430287063121796 524.1676635742188 518.51513671875 None None None +7 2052 0.1643184870481491 524.1864013671875 518.5333251953125 None None None +7 2053 0.16434083878993988 524.199462890625 518.5457153320312 None None None +7 2054 0.16434504091739655 524.1950073242188 518.5410766601562 None None None +7 2055 0.16434864699840546 524.1829833984375 518.5289306640625 None None None +7 2056 0.16433125734329224 524.178955078125 518.5255126953125 None None None +7 2057 0.1643238216638565 524.1785888671875 518.525390625 None None None +7 2058 0.16430151462554932 524.1886596679688 518.5363159179688 None None None +7 2059 0.1643313616514206 524.1945190429688 518.5411376953125 None None None +7 2060 0.16433624923229218 524.1947631835938 518.5411987304688 None None None +7 2061 0.16434019804000854 524.205810546875 518.5521850585938 None None None +7 2062 0.16436025500297546 524.2059326171875 518.5515747070312 None None None +7 2063 0.16434167325496674 524.1904907226562 518.5367431640625 None None None +7 2064 0.16434338688850403 524.1921997070312 518.538330078125 None None None +7 2065 0.16433309018611908 524.1889038085938 518.5353393554688 None None None +7 2066 0.16433046758174896 524.193115234375 518.5396118164062 None None None +7 2067 0.164321169257164 524.2044677734375 518.5513305664062 None None None +7 2068 0.16429764032363892 524.1882934570312 518.5359497070312 None None None +7 2069 0.16431662440299988 524.1837768554688 518.53076171875 None None None +7 2070 0.16431406140327454 524.18115234375 518.5281982421875 None None None +7 2071 0.1642899066209793 524.1721801757812 518.5200805664062 None None None +7 2072 0.16431593894958496 524.1685791015625 518.515625 None None None +7 2073 0.16429226100444794 524.16552734375 518.5133666992188 None None None +7 2074 0.16428017616271973 524.189697265625 518.5379028320312 None None None +7 2075 0.1643403321504593 524.1942749023438 518.5404052734375 None None None +7 2076 0.16433466970920563 524.173828125 518.5201416015625 None None None +7 2077 0.16436100006103516 524.15478515625 518.5001831054688 None None None +7 2078 0.1643938273191452 524.158935546875 518.5032348632812 None None None +7 2079 0.16440349817276 524.144775390625 518.4887084960938 None None None +7 2080 0.16439202427864075 524.146240234375 518.4906005859375 None None None +7 2081 0.1643911600112915 524.1358032226562 518.4801025390625 None None None +7 2082 0.16442984342575073 524.1470336914062 518.4900512695312 None None None +7 2083 0.16444045305252075 524.1585083007812 518.501220703125 None None None +7 2084 0.16442137956619263 524.1436767578125 518.487060546875 None None None +7 2085 0.16443996131420135 524.152099609375 518.4948120117188 None None None +7 2086 0.16444620490074158 524.1679077148438 518.5104370117188 None None None +7 2087 0.1644376665353775 524.1631469726562 518.505859375 None None None +7 2088 0.16441573202610016 524.1531372070312 518.4966430664062 None None None +7 2089 0.16444116830825806 524.1392822265625 518.48193359375 None None None +7 2090 0.16443924605846405 524.1569213867188 518.4996337890625 None None None +7 2091 0.16442665457725525 524.1692504882812 518.512451171875 None None None +7 2092 0.1644129902124405 524.1704711914062 518.5140380859375 None None None +7 2093 0.16442374885082245 524.17333984375 518.5166015625 None None None +7 2094 0.16440708935260773 524.1923217773438 518.5361328125 None None None +7 2095 0.1643969863653183 524.1868286132812 518.5309448242188 None None None +7 2096 0.16436916589736938 524.1854858398438 518.5305786132812 None None None +7 2097 0.16434843838214874 524.1753540039062 518.5211181640625 None None None +7 2098 0.16434547305107117 524.1778564453125 518.5237426757812 None None None +7 2099 0.16438879072666168 524.1830444335938 518.5274047851562 None None None +7 2100 0.16441574692726135 524.1853637695312 518.52880859375 None None None +7 2101 0.16440518200397491 524.1921997070312 518.5360107421875 None None None +7 2102 0.16440477967262268 524.1906127929688 518.534423828125 None None None +7 2103 0.1643824726343155 524.208984375 518.5535278320312 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0.16463589668273926 524.217041015625 518.5531005859375 None None None +7 2156 0.16464902460575104 524.220458984375 518.5560913085938 None None None +7 2157 0.1646495759487152 524.2267456054688 518.5623168945312 None None None +7 2158 0.16466058790683746 524.2258911132812 518.56103515625 None None None +7 2159 0.16465067863464355 524.2208862304688 518.556396484375 None None None +7 2160 0.16466225683689117 524.2364501953125 518.5715942382812 None None None +7 2161 0.16466665267944336 524.2175903320312 518.5525512695312 None None None +7 2162 0.16466408967971802 524.2169799804688 518.552001953125 None None None +7 2163 0.16467413306236267 524.2224731445312 518.55712890625 None None None +7 2164 0.1646633744239807 524.2330322265625 518.568115234375 None None None +7 2165 0.16469638049602509 524.23388671875 518.5678100585938 None None None +7 2166 0.16469737887382507 524.2471923828125 518.5810546875 None None None +7 2167 0.16467934846878052 524.2468872070312 518.5813598632812 None None None +7 2168 0.16469591856002808 524.2720947265625 518.6060180664062 None None None +7 2169 0.16469532251358032 524.2605590820312 518.594482421875 None None None +7 2170 0.16468745470046997 524.25732421875 518.591552734375 None None None +7 2171 0.1646626889705658 524.2496337890625 518.584716796875 None None None +7 2172 0.1646578311920166 524.2640380859375 518.5992431640625 None None None +7 2173 0.16466791927814484 524.2777099609375 518.6126098632812 None None None +7 2174 0.1646568328142166 524.27294921875 518.6082153320312 None None None +7 2175 0.16464944183826447 524.2816772460938 518.6171875 None None None +7 2176 0.1646641343832016 524.2823486328125 518.6173706054688 None None None +7 2177 0.16464293003082275 524.2833862304688 518.6190795898438 None None None +7 2178 0.16465190052986145 524.2900390625 518.6254272460938 None None None +7 2179 0.16464968025684357 524.2874145507812 518.6229248046875 None None None +7 2180 0.16465187072753906 524.2781982421875 518.6136474609375 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521.7802124023438 516.55078125 None None None +8 1833 0.15201181173324585 521.790771484375 516.5615844726562 None None None +8 1834 0.15201883018016815 521.7921752929688 516.562744140625 None None None +8 1835 0.15203960239887238 521.7636108398438 516.5335083007812 None None None +8 1836 0.15204249322414398 521.7715454101562 516.5413208007812 None None None +8 1837 0.15203332901000977 521.7608032226562 516.5308837890625 None None None +8 1838 0.15201567113399506 521.7738647460938 516.5445556640625 None None None +8 1839 0.15201683342456818 521.7778930664062 516.5485229492188 None None None +8 1840 0.1520226150751114 521.792236328125 516.5626831054688 None None None +8 1841 0.15199491381645203 521.77490234375 516.5463256835938 None None None +8 1842 0.15200203657150269 521.7752685546875 516.5464477539062 None None None +8 1843 0.15199097990989685 521.763671875 516.5352172851562 None None None +8 1844 0.15197360515594482 521.7718505859375 516.5440063476562 None None None +8 1845 0.15194836258888245 521.76123046875 516.5342407226562 None None None +8 1846 0.15194746851921082 521.7748413085938 516.5479125976562 None None None +8 1847 0.1519811600446701 521.771484375 516.5433959960938 None None None +8 1848 0.15197403728961945 521.7757568359375 516.5479125976562 None None None +8 1849 0.1519869565963745 521.7736206054688 516.5452880859375 None None None +8 1850 0.1519828736782074 521.79345703125 516.5652465820312 None None None +8 1851 0.1519772708415985 521.7958374023438 516.5678100585938 None None None +8 1852 0.15197034180164337 521.7901000976562 516.5623168945312 None None None +8 1853 0.15197056531906128 521.787353515625 516.5595703125 None None None +8 1854 0.15195924043655396 521.7777099609375 516.55029296875 None None None +8 1855 0.15194624662399292 521.754150390625 516.5272216796875 None None None +8 1856 0.15195952355861664 521.749755859375 516.5223388671875 None None None +8 1857 0.1519433856010437 521.7427978515625 516.5159301757812 None None None +8 1858 0.15191930532455444 521.740478515625 516.5144653320312 None None None +8 1859 0.15191133320331573 521.716796875 516.4910278320312 None None None +8 1860 0.1519337296485901 521.7139282226562 516.4874267578125 None None None +8 1861 0.15191973745822906 521.732666015625 516.5066528320312 None None None +8 1862 0.1519230157136917 521.7327880859375 516.506591796875 None None None +8 1863 0.15192270278930664 521.7416381835938 516.5155639648438 None None None +8 1864 0.1519656926393509 521.7539672851562 516.5263671875 None None None +8 1865 0.15197110176086426 521.7669067382812 516.5390625 None None None +8 1866 0.1519933044910431 521.770263671875 516.5416870117188 None None None +8 1867 0.15197503566741943 521.76904296875 516.5411376953125 None None None +8 1868 0.15195463597774506 521.7489624023438 516.5216674804688 None None None +8 1869 0.15195554494857788 521.761962890625 516.53466796875 None None None +8 1870 0.1519380509853363 521.7886962890625 516.5619506835938 None None None +8 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None None +8 1884 0.15210244059562683 521.755859375 516.5235595703125 None None None +8 1885 0.15208740532398224 521.7285766601562 516.4967651367188 None None None +8 1886 0.1520543396472931 521.7237548828125 516.4931030273438 None None None +8 1887 0.15203598141670227 521.7147827148438 516.4848022460938 None None None +8 1888 0.15205124020576477 521.7024536132812 516.471923828125 None None None +8 1889 0.1520681083202362 521.712646484375 516.4815063476562 None None None +8 1890 0.15204918384552002 521.6937255859375 516.4632568359375 None None None +8 1891 0.15205945074558258 521.6699829101562 516.439208984375 None None None +8 1892 0.15205018222332 521.6613159179688 516.4308471679688 None None None +8 1893 0.15204909443855286 521.6459350585938 516.4154663085938 None None None +8 1894 0.15206533670425415 521.65673828125 516.4257202148438 None None None +8 1895 0.1520584523677826 521.6602783203125 516.429443359375 None None None +8 1896 0.1520421952009201 521.6419067382812 516.4116821289062 None None None +8 1897 0.1520756483078003 521.6544799804688 516.423095703125 None None None +8 1898 0.15208090841770172 521.6488647460938 516.417236328125 None None None +8 1899 0.1520756483078003 521.6400756835938 516.4086303710938 None None None +8 1900 0.15207161009311676 521.634033203125 516.4027709960938 None None None +8 1901 0.15209737420082092 521.651123046875 516.4188842773438 None None None +8 1902 0.15209826827049255 521.6563720703125 516.4241333007812 None None None +8 1903 0.15209226310253143 521.6463623046875 516.414306640625 None None None +8 1904 0.15209899842739105 521.6483154296875 516.4160766601562 None None None +8 1905 0.1521267592906952 521.6629638671875 516.4298095703125 None None None +8 1906 0.15211574733257294 521.6581420898438 516.4253540039062 None None None +8 1907 0.15212130546569824 521.656494140625 516.4235229492188 None None None +8 1908 0.1521274596452713 521.6522216796875 516.4190063476562 None None None +8 1909 0.15214812755584717 521.6724853515625 516.4385375976562 None None None +8 1910 0.15217383205890656 521.68798828125 516.4532470703125 None None None +8 1911 0.15218393504619598 521.6900024414062 516.4548950195312 None None None +8 1912 0.15217797458171844 521.6773681640625 516.4425048828125 None None None +8 1913 0.15215547382831573 521.6727294921875 516.4386596679688 None None None +8 1914 0.15216673910617828 521.676513671875 516.4419555664062 None None None +8 1915 0.15213605761528015 521.6906127929688 516.4571533203125 None None None +8 1916 0.15213152766227722 521.67626953125 516.4429931640625 None None None +8 1917 0.152126282453537 521.684814453125 516.4517211914062 None None None +8 1918 0.15213963389396667 521.6887817382812 516.4552612304688 None None None +8 1919 0.15214350819587708 521.6876831054688 516.4540405273438 None None None +8 1920 0.15213261544704437 521.6990356445312 516.4657592773438 None None None +8 1921 0.15216179192066193 521.6790771484375 516.44482421875 None None None +8 1922 0.15218660235404968 521.6858520507812 516.45068359375 None None None +8 1923 0.15220260620117188 521.6974487304688 516.4617309570312 None None None +8 1924 0.1522165685892105 521.7135620117188 516.4773559570312 None None None +8 1925 0.1522274762392044 521.7203369140625 516.4838256835938 None None None +8 1926 0.1522364318370819 521.7217407226562 516.48486328125 None None None +8 1927 0.15222017467021942 521.7151489257812 516.4788818359375 None None None +8 1928 0.15221437811851501 521.7079467773438 516.471923828125 None None None +8 1929 0.15220074355602264 521.7091064453125 516.4735717773438 None None None +8 1930 0.1522003412246704 521.7051391601562 516.4696044921875 None None None +8 1931 0.15221484005451202 521.7188720703125 516.4828491210938 None None None +8 1932 0.15221334993839264 521.698974609375 516.4630126953125 None None None +8 1933 0.15222316980361938 521.6893310546875 516.4530639648438 None None None +8 1934 0.15224596858024597 521.6937866210938 516.4566650390625 None None None +8 1935 0.1522064208984375 521.6953125 516.4595947265625 None None None +8 1936 0.15222430229187012 521.6956787109375 516.4593505859375 None None None +8 1937 0.15221816301345825 521.7225952148438 516.4865112304688 None None None +8 1938 0.15220907330513 521.7133178710938 516.4775390625 None None None +8 1939 0.15220990777015686 521.7021484375 516.46630859375 None None None +8 1940 0.15220686793327332 521.7069702148438 516.47119140625 None None None +8 1941 0.15219953656196594 521.70849609375 516.4730224609375 None None None +8 1942 0.15221142768859863 521.7225341796875 516.4866333007812 None None None +8 1943 0.1521848887205124 521.709228515625 516.4742431640625 None None None +8 1944 0.15218952298164368 521.7091064453125 516.4739379882812 None None None +8 1945 0.1522206962108612 521.711669921875 516.4754028320312 None None None +8 1946 0.15223556756973267 521.6984252929688 516.4617309570312 None None None +8 1947 0.15222251415252686 521.6879272460938 516.45166015625 None None None +8 1948 0.1522497683763504 521.701904296875 516.4647216796875 None None None +8 1949 0.15224654972553253 521.690673828125 516.45361328125 None None None +8 1950 0.15223103761672974 521.6862182617188 516.44970703125 None None None +8 1951 0.1522376537322998 521.6832885742188 516.4464721679688 None None None +8 1952 0.152241051197052 521.6781616210938 516.4412841796875 None None None +8 1953 0.1522776186466217 521.677001953125 516.4389038085938 None None None +8 1954 0.152258962392807 521.6857299804688 516.4482421875 None None None +8 1955 0.15225060284137726 521.6846313476562 516.447509765625 None None None +8 1956 0.15226337313652039 521.693603515625 516.4559936523438 None None None +8 1957 0.15224233269691467 521.6871948242188 516.4502563476562 None None None +8 1958 0.1522706151008606 521.684326171875 516.4464721679688 None None None +8 1959 0.15229985117912292 521.6990966796875 516.460205078125 None None None +8 1960 0.1522892564535141 521.689208984375 516.45068359375 None None None +8 1961 0.15226393938064575 521.6911010742188 516.4534301757812 None None None +8 1962 0.1522798240184784 521.7250366210938 516.4868774414062 None None None +8 1963 0.152265265583992 521.7529907226562 516.5153198242188 None None None +8 1964 0.15227335691452026 521.7542724609375 516.5162963867188 None None None +8 1965 0.15228383243083954 521.743896484375 516.5055541992188 None None None +8 1966 0.152322456240654 521.748291015625 516.5086059570312 None None None +8 1967 0.1523066908121109 521.7489013671875 516.5098266601562 None None None +8 1968 0.15232381224632263 521.756103515625 516.5164184570312 None None None +8 1969 0.15229959785938263 521.7459716796875 516.5071411132812 None None None +8 1970 0.15230800211429596 521.7584228515625 516.519287109375 None None None +8 1971 0.15230710804462433 521.7591552734375 516.52001953125 None None None +8 1972 0.15232890844345093 521.751953125 516.5120849609375 None None None +8 1973 0.15232165157794952 521.7529907226562 516.5133666992188 None None None +8 1974 0.15231601893901825 521.7557983398438 516.516357421875 None None None +8 1975 0.15230219066143036 521.7678833007812 516.5289306640625 None None None +8 1976 0.15228872001171112 521.7843627929688 516.5458984375 None None None +8 1977 0.15227307379245758 521.775634765625 516.5377197265625 None None None +8 1978 0.15229195356369019 521.7639770507812 516.5254516601562 None None None +8 1979 0.15230269730091095 521.7672119140625 516.5283203125 None None None +8 1980 0.15229058265686035 521.7595825195312 516.5211181640625 None None None +8 1981 0.15231630206108093 521.7647705078125 516.525390625 None None None +8 1982 0.15231294929981232 521.7827758789062 516.5435180664062 None None None +8 1983 0.15231503546237946 521.7669677734375 516.5276489257812 None None None +8 1984 0.15232081711292267 521.760009765625 516.5205078125 None None None +8 1985 0.1523101031780243 521.751220703125 516.5120849609375 None None None +8 1986 0.15233644843101501 521.7445068359375 516.5044555664062 None None None +8 1987 0.15232425928115845 521.7601318359375 516.5204467773438 None None None +8 1988 0.15231268107891083 521.7449951171875 516.5057373046875 None None None +8 1989 0.15233229100704193 521.7492065429688 516.5092163085938 None None None +8 1990 0.1523355096578598 521.754638671875 516.5145263671875 None None None +8 1991 0.15230920910835266 521.7586669921875 516.5194702148438 None None None +8 1992 0.15230664610862732 521.7513427734375 516.51220703125 None None None +8 1993 0.15230998396873474 521.7686157226562 516.5293579101562 None None None +8 1994 0.15231770277023315 521.7704467773438 516.5309448242188 None None None +8 1995 0.15232349932193756 521.7578735351562 516.5181884765625 None None None +8 1996 0.1523074060678482 521.757080078125 516.5179443359375 None None None +8 1997 0.15231607854366302 521.7559204101562 516.5164794921875 None None None +8 1998 0.15234465897083282 521.7769775390625 516.5365600585938 None None None +8 1999 0.1523374319076538 521.7864379882812 516.5462646484375 None None None +8 2000 0.15234772861003876 521.7984619140625 516.5579223632812 None None None +8 2001 0.15239757299423218 521.7783203125 516.5360717773438 None None None +8 2002 0.15240922570228577 521.7738647460938 516.53125 None None None +8 2003 0.15237924456596375 521.7788696289062 516.5372314453125 None None None +8 2004 0.15239475667476654 521.7783813476562 516.5361938476562 None None None +8 2005 0.15239962935447693 521.7722778320312 516.5299682617188 None None None +8 2006 0.15240442752838135 521.7684936523438 516.5260009765625 None None None +8 2007 0.15243232250213623 521.7913818359375 516.5479125976562 None None None +8 2008 0.15241533517837524 521.7819213867188 516.5390625 None None None +8 2009 0.15241481363773346 521.7794799804688 516.53662109375 None None None +8 2010 0.15244577825069427 521.7752075195312 516.5313110351562 None None None +8 2011 0.1524263173341751 521.7627563476562 516.51953125 None None None +8 2012 0.1524260938167572 521.7738037109375 516.5305786132812 None None None +8 2013 0.15248258411884308 521.7699584960938 516.5248413085938 None None None +8 2014 0.15247757732868195 521.7564086914062 516.511474609375 None None None +8 2015 0.1524898260831833 521.7546997070312 516.5093994140625 None None None +8 2016 0.15245935320854187 521.7528076171875 516.5084838867188 None None None +8 2017 0.152460515499115 521.7620239257812 516.5177001953125 None None None +8 2018 0.15246427059173584 521.7493286132812 516.5048828125 None None None +8 2019 0.15245135128498077 521.7440185546875 516.5 None None None +8 2020 0.15244220197200775 521.7588500976562 516.5151977539062 None None None +8 2021 0.15245448052883148 521.7756958007812 516.5316162109375 None None None +8 2022 0.15245544910430908 521.7813110351562 516.5371704101562 None None None +8 2023 0.1524525135755539 521.7806396484375 516.5366821289062 None None None +8 2024 0.1524849832057953 521.8004760742188 516.5553588867188 None None None +8 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520.6847534179688 515.6769409179688 None None None +9 1908 0.14557111263275146 520.6979370117188 515.6900634765625 None None None +9 1909 0.14555105566978455 520.7000732421875 515.69287109375 None None None +9 1910 0.14556747674942017 520.706298828125 515.6985473632812 None None None +9 1911 0.1455499529838562 520.7007446289062 515.693603515625 None None None +9 1912 0.1455492526292801 520.6940307617188 515.6868896484375 None None None +9 1913 0.14554151892662048 520.7000122070312 515.6931762695312 None None None +9 1914 0.14554138481616974 520.69287109375 515.6859741210938 None None None +9 1915 0.14553754031658173 520.6849975585938 515.67822265625 None None None +9 1916 0.1455272138118744 520.6929931640625 515.6865844726562 None None None +9 1917 0.1455177664756775 520.6839599609375 515.6779174804688 None None None +9 1918 0.14550967514514923 520.6962280273438 515.6904907226562 None None None +9 1919 0.1455402970314026 520.722900390625 515.7161254882812 None None None +9 1920 0.145542711019516 520.7352905273438 515.7283935546875 None None None +9 1921 0.1455530822277069 520.7262573242188 515.718994140625 None None None +9 1922 0.14554302394390106 520.7460327148438 515.7391357421875 None None None +9 1923 0.14553003013134003 520.7450561523438 515.7386474609375 None None None +9 1924 0.1455114632844925 520.7315673828125 515.7257690429688 None None None +9 1925 0.1455221027135849 520.7415771484375 515.7354125976562 None None None +9 1926 0.14554455876350403 520.7562866210938 515.7493286132812 None None None +9 1927 0.14555704593658447 520.74169921875 515.7343139648438 None None None +9 1928 0.14558114111423492 520.7314453125 515.7232666015625 None None None +9 1929 0.14556671679019928 520.7201538085938 515.7124633789062 None None None +9 1930 0.14554834365844727 520.708740234375 515.70166015625 None None None +9 1931 0.145562544465065 520.728759765625 515.7211303710938 None None None +9 1932 0.1455867439508438 520.7456665039062 515.7372436523438 None None None +9 1933 0.1455731987953186 520.720947265625 515.7129516601562 None None None +9 1934 0.14560416340827942 520.7315673828125 515.7225341796875 None None None +9 1935 0.14561697840690613 520.7406616210938 515.731201171875 None None None +9 1936 0.1456431895494461 520.7383422851562 515.7279052734375 None None None +9 1937 0.14566729962825775 520.7332153320312 515.7219848632812 None None None +9 1938 0.14571668207645416 520.735595703125 515.7227172851562 None None None +9 1939 0.14572764933109283 520.7332153320312 515.719970703125 None None None +9 1940 0.14573492109775543 520.7308349609375 515.71728515625 None None None +9 1941 0.14573314785957336 520.7301025390625 515.7166748046875 None None None +9 1942 0.1457235962152481 520.7493896484375 515.7362670898438 None None None +9 1943 0.14569124579429626 520.7636108398438 515.7516479492188 None None None +9 1944 0.14571242034435272 520.77197265625 515.75927734375 None None None +9 1945 0.14571675658226013 520.7782592773438 515.765380859375 None None None +9 1946 0.14568965137004852 520.7565307617188 515.74462890625 None None None +9 1947 0.14568333327770233 520.759765625 515.748046875 None None None +9 1948 0.14569999277591705 520.7760009765625 515.763671875 None None None +9 1949 0.14570114016532898 520.7787475585938 515.7664184570312 None None None +9 1950 0.14568379521369934 520.7664794921875 515.7547607421875 None None None +9 1951 0.14569704234600067 520.742431640625 515.7302856445312 None None None +9 1952 0.14571844041347504 520.7327270507812 515.7198486328125 None None None +9 1953 0.14571255445480347 520.7315673828125 515.7189331054688 None None None +9 1954 0.14570549130439758 520.7444458007812 515.7320556640625 None None None +9 1955 0.1457003802061081 520.7548828125 515.74267578125 None None None +9 1956 0.1457202136516571 520.755859375 515.742919921875 None None None +9 1957 0.14571882784366608 520.756103515625 515.7432250976562 None None None +9 1958 0.14571113884449005 520.7460327148438 515.7333984375 None None None +9 1959 0.14567436277866364 520.7322387695312 515.7208862304688 None None None +9 1960 0.14568156003952026 520.726806640625 515.7152099609375 None None None +9 1961 0.14569076895713806 520.7203979492188 515.70849609375 None None None +9 1962 0.14568780362606049 520.7129516601562 515.7011108398438 None None None +9 1963 0.14566576480865479 520.7178955078125 515.7068481445312 None None None +9 1964 0.14568446576595306 520.7288818359375 515.7172241210938 None None None +9 1965 0.14569126069545746 520.7259521484375 515.7139892578125 None None None +9 1966 0.14568226039409637 520.72900390625 515.7174072265625 None None None +9 1967 0.14567483961582184 520.7388305664062 515.7275390625 None None None +9 1968 0.1456577330827713 520.7261352539062 515.7153930664062 None None None +9 1969 0.14566463232040405 520.710205078125 515.6991577148438 None None None +9 1970 0.14568574726581573 520.7044677734375 515.6927490234375 None None None +9 1971 0.14567621052265167 520.6968994140625 515.6854248046875 None None None +9 1972 0.14564944803714752 520.674560546875 515.6640014648438 None None None +9 1973 0.14567121863365173 520.6994018554688 515.6881103515625 None None None +9 1974 0.14567549526691437 520.7163696289062 515.7050170898438 None None None +9 1975 0.14565318822860718 520.7184448242188 515.7078247070312 None None None +9 1976 0.14570848643779755 520.7242431640625 515.7117309570312 None None None +9 1977 0.14569702744483948 520.7294921875 515.7174072265625 None None None +9 1978 0.14571143686771393 520.7371215820312 515.7245483398438 None None None +9 1979 0.14572817087173462 520.728515625 515.71533203125 None None None +9 1980 0.14574255049228668 520.7247314453125 515.7110595703125 None None None +9 1981 0.1457914263010025 520.7236938476562 515.7083129882812 None None None +9 1982 0.14576822519302368 520.7363891601562 515.7218627929688 None None None +9 1983 0.14578332006931305 520.7254028320312 515.7103271484375 None None None +9 1984 0.14577704668045044 520.7327880859375 515.7178955078125 None None None +9 1985 0.14575262367725372 520.73828125 515.7242431640625 None None None +9 1986 0.1457511931657791 520.7305297851562 515.716552734375 None None None +9 1987 0.1457759588956833 520.7320556640625 515.7172241210938 None None None +9 1988 0.14578914642333984 520.7473754882812 515.7320556640625 None None None +9 1989 0.14578182995319366 520.77001953125 515.7550048828125 None None None +9 1990 0.1457657814025879 520.767333984375 515.7528686523438 None None None +9 1991 0.14578497409820557 520.7723999023438 515.7572631835938 None None None +9 1992 0.14578570425510406 520.7781372070312 515.7630004882812 None None None +9 1993 0.14580120146274567 520.790283203125 515.7745971679688 None None None +9 1994 0.145795077085495 520.7911987304688 515.7757568359375 None None None +9 1995 0.14580586552619934 520.777099609375 515.76123046875 None None None +9 1996 0.1457933485507965 520.7876586914062 515.7722778320312 None None None +9 1997 0.14580771327018738 520.799560546875 515.7836303710938 None None None +9 1998 0.14579619467258453 520.779296875 515.7637939453125 None None None +9 1999 0.14580024778842926 520.7749633789062 515.7593383789062 None None None +9 2000 0.1458035111427307 520.7783813476562 515.7626342773438 None None None +9 2001 0.14580543339252472 520.7929077148438 515.7770385742188 None None None +9 2002 0.14582543075084686 520.7828369140625 515.7662963867188 None None None +9 2003 0.14580519497394562 520.7677612304688 515.751953125 None None None +9 2004 0.145821675658226 520.7830200195312 515.7666625976562 None None None +9 2005 0.14579768478870392 520.7974243164062 515.7818603515625 None None None +9 2006 0.14579132199287415 520.7804565429688 515.7650756835938 None None None +9 2007 0.14579056203365326 520.79052734375 515.7752075195312 None None None +9 2008 0.14579369127750397 520.7882080078125 515.7728271484375 None None None +9 2009 0.14577732980251312 520.7989501953125 515.7840576171875 None None None +9 2010 0.14574746787548065 520.8009033203125 515.7870483398438 None None None +9 2011 0.14578492939472198 520.8197631835938 515.8045654296875 None None None +9 2012 0.14577119052410126 520.8248291015625 515.8101806640625 None None None +9 2013 0.14575625956058502 520.8195190429688 515.8053588867188 None None None +9 2014 0.14573054015636444 520.8156127929688 515.8023071289062 None None None +9 2015 0.14575384557247162 520.8225708007812 515.8084106445312 None None None +9 2016 0.14573688805103302 520.8260498046875 515.8125 None None None +9 2017 0.14572475850582123 520.8111572265625 515.7980346679688 None None None +9 2018 0.1457275003194809 520.8213500976562 515.80810546875 None None None +9 2019 0.14571788907051086 520.8113403320312 515.7984619140625 None None None +9 2020 0.1457073837518692 520.8124389648438 515.7999877929688 None None None +9 2021 0.14570161700248718 520.7968139648438 515.7845458984375 None None None +9 2022 0.1457030028104782 520.7857666015625 515.7734375 None None None +9 2023 0.1456858217716217 520.7948608398438 515.7830810546875 None None None +9 2024 0.1456766575574875 520.7818603515625 515.7703857421875 None None None +9 2025 0.14566083252429962 520.791259765625 515.7803344726562 None None None +9 2026 0.14564219117164612 520.8008422851562 515.7904663085938 None None None +9 2027 0.14566440880298615 520.811279296875 515.8001708984375 None None None +9 2028 0.14568184316158295 520.84619140625 515.8344116210938 None None None +9 2029 0.14567197859287262 520.8401489257812 515.8287963867188 None None None +9 2030 0.1456719934940338 520.8298950195312 515.8184814453125 None None None +9 2031 0.14566375315189362 520.8580322265625 515.846923828125 None None None +9 2032 0.14565478265285492 520.8427734375 515.83203125 None None None +9 2033 0.14564427733421326 520.8426513671875 515.832275390625 None None None +9 2034 0.1456422209739685 520.8410034179688 515.8306884765625 None None None +9 2035 0.14563290774822235 520.8532104492188 515.8432006835938 None None None +9 2036 0.14564120769500732 520.8588256835938 515.8485107421875 None None None +9 2037 0.1456660032272339 520.87451171875 515.8633422851562 None None None +9 2038 0.14564472436904907 520.885498046875 515.8750610351562 None None None +9 2039 0.14564800262451172 520.88720703125 515.8766479492188 None None None +9 2040 0.1456441581249237 520.8776245117188 515.8672485351562 None None None +9 2041 0.1456506848335266 520.8674926757812 515.8568115234375 None None None +9 2042 0.14563804864883423 520.8640747070312 515.8538208007812 None None None +9 2043 0.1456475406885147 520.8467407226562 515.836181640625 None None None +9 2044 0.14565640687942505 520.8431396484375 515.832275390625 None None None +9 2045 0.14564821124076843 520.8328857421875 515.822265625 None None None +9 2046 0.14564137160778046 520.8414306640625 515.8310546875 None None None +9 2047 0.1456836313009262 520.8373413085938 515.8255004882812 None None None +9 2048 0.14566054940223694 520.8253784179688 515.8143310546875 None None None +9 2049 0.1456524133682251 520.8200073242188 515.8092041015625 None None None +9 2050 0.14564083516597748 520.8356323242188 515.8251953125 None None None +9 2051 0.14563292264938354 520.8309936523438 515.8209228515625 None None None +9 2052 0.14563868939876556 520.8352661132812 515.824951171875 None None None +9 2053 0.14563259482383728 520.84814453125 515.8380737304688 None None None +9 2054 0.14562439918518066 520.8505249023438 515.8407592773438 None None None +9 2055 0.14562496542930603 520.8583984375 515.8485717773438 None None None +9 2056 0.14560306072235107 520.8479614257812 515.8388671875 None None None +9 2057 0.1456039696931839 520.8522338867188 515.8430786132812 None None None +9 2058 0.1456029713153839 520.8439331054688 515.8348388671875 None None None +9 2059 0.14557094871997833 520.8417358398438 515.833740234375 None None None +9 2060 0.14557893574237823 520.8771362304688 515.8688354492188 None None None +9 2061 0.14558085799217224 520.8919677734375 515.8836059570312 None None None +9 2062 0.14561723172664642 520.9041748046875 515.8946533203125 None None None +9 2063 0.14565937221050262 520.9168090820312 515.90576171875 None None None +9 2064 0.145651176571846 520.9259643554688 515.9152221679688 None None None +9 2065 0.14565935730934143 520.9124755859375 515.9013671875 None None None +9 2066 0.14566296339035034 520.9307861328125 515.9195556640625 None None None +9 2067 0.14566010236740112 520.9194946289062 515.908447265625 None None None +9 2068 0.14567284286022186 520.9058837890625 515.8944091796875 None None None +9 2069 0.1456795036792755 520.9013061523438 515.8895874023438 None None None +9 2070 0.14567716419696808 520.8783569335938 515.8667602539062 None None None +9 2071 0.145675927400589 520.86376953125 515.8521118164062 None None None +9 2072 0.14568591117858887 520.8738403320312 515.8618774414062 None None None +9 2073 0.14566366374492645 520.8699951171875 515.8587036132812 None None None +9 2074 0.1456545740365982 520.86572265625 515.8547973632812 None None None +9 2075 0.14566896855831146 520.8690795898438 515.8577270507812 None None None +9 2076 0.14564289152622223 520.8781127929688 515.86767578125 None None None +9 2077 0.1457260549068451 520.8926391601562 515.8792724609375 None None None +9 2078 0.14570200443267822 520.8870239257812 515.87451171875 None None None +9 2079 0.14569543302059174 520.8826904296875 515.870361328125 None None None +9 2080 0.14567820727825165 520.8839721679688 515.8722534179688 None None None +9 2081 0.14568117260932922 520.8816528320312 515.8698120117188 None None None +9 2082 0.14569510519504547 520.8839111328125 515.8716430664062 None None None +9 2083 0.1456921398639679 520.8966674804688 515.8844604492188 None None None +9 2084 0.145673930644989 520.8773803710938 515.8658447265625 None None None +9 2085 0.14566250145435333 520.8848876953125 515.8736572265625 None None None +9 2086 0.1456461101770401 520.904541015625 515.8938598632812 None None None +9 2087 0.14564040303230286 520.8922119140625 515.8817749023438 None None None +9 2088 0.14563480019569397 520.9029541015625 515.8927001953125 None None None +9 2089 0.14562997221946716 520.9219360351562 515.9119262695312 None None None +9 2090 0.14561544358730316 520.9097900390625 515.9002685546875 None None None +9 2091 0.1456056833267212 520.9007568359375 515.8916015625 None None None +9 2092 0.1455850601196289 520.9060668945312 515.8976440429688 None None None +9 2093 0.14559583365917206 520.923828125 515.9150390625 None None None +9 2094 0.14556442201137543 520.9297485351562 515.9220581054688 None None None +9 2095 0.14555718004703522 520.9237670898438 515.9163208007812 None None None +9 2096 0.14556168019771576 520.9275512695312 515.919921875 None None None +9 2097 0.14553986489772797 520.9283447265625 515.92138671875 None None None +9 2098 0.1455535590648651 520.9569091796875 515.9495239257812 None None None +9 2099 0.14555786550045013 520.9571533203125 515.9496459960938 None None None +9 2100 0.14556077122688293 520.9572143554688 515.9495849609375 None None None +9 2101 0.14555133879184723 520.9624633789062 515.9552001953125 None None None +9 2102 0.14555230736732483 520.975830078125 515.9685668945312 None None None +9 2103 0.14553911983966827 520.9844360351562 515.9776000976562 None None None +9 2104 0.1455378234386444 520.9725952148438 515.9658203125 None None None +9 2105 0.14554345607757568 520.9794311523438 515.9723510742188 None None None +9 2106 0.14554621279239655 520.98046875 515.973388671875 None None None +9 2107 0.1455313116312027 520.9795532226562 515.9729614257812 None None None +9 2108 0.14553362131118774 520.9820556640625 515.9754028320312 None None None +9 2109 0.145534485578537 520.9788208007812 515.9721069335938 None None None +9 2110 0.14554619789123535 520.96923828125 515.962158203125 None None None +9 2111 0.1455487459897995 520.9609985351562 515.9539184570312 None None None +9 2112 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0.10069145262241364 511.8692626953125 508.40521240234375 None None None +12 1969 0.10070846974849701 511.8704528808594 508.40582275390625 None None None +12 1970 0.10072533041238785 511.87060546875 508.4054260253906 None None None +12 1971 0.10072286427021027 511.8621520996094 508.39703369140625 None None None +12 1972 0.10072626918554306 511.8535461425781 508.3883056640625 None None None +12 1973 0.10073307901620865 511.8670959472656 508.40167236328125 None None None +12 1974 0.10074254125356674 511.8741760253906 508.40838623046875 None None None +12 1975 0.10072941333055496 511.8698425292969 508.4045104980469 None None None +12 1976 0.1007416769862175 511.87664794921875 508.4109191894531 None None None +12 1977 0.10074513405561447 511.8717956542969 508.40594482421875 None None None +12 1978 0.10077648609876633 511.86761474609375 508.4007263183594 None None None +12 1979 0.10077567398548126 511.8682556152344 508.4013671875 None None None +12 1980 0.10076883435249329 511.88427734375 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0.08923697471618652 508.935791015625 505.8658752441406 None None None +14 1899 0.08923286944627762 508.9678039550781 505.89801025390625 None None None +14 1900 0.08922633528709412 508.986328125 505.9167785644531 None None None +14 1901 0.08923688530921936 508.99078369140625 505.9208679199219 None None None +14 1902 0.08922962099313736 508.984375 505.9147033691406 None None None +14 1903 0.08923353254795074 508.9698181152344 505.9000244140625 None None None +14 1904 0.08922702819108963 508.9731750488281 505.9035949707031 None None None +14 1905 0.08924628794193268 508.97900390625 505.90875244140625 None None None +14 1906 0.0892409235239029 509.0001525878906 505.93011474609375 None None None +14 1907 0.08924072235822678 508.9869384765625 505.9169006347656 None None None +14 1908 0.08922751247882843 508.9864196777344 505.9168395996094 None None None +14 1909 0.0892241820693016 509.0014953613281 505.9320068359375 None None None +14 1910 0.08920849859714508 509.01031494140625 505.9413757324219 None None None +14 1911 0.08919588476419449 509.02301025390625 505.9544677734375 None None None +14 1912 0.08919723331928253 509.02880859375 505.96026611328125 None None None +14 1913 0.08918225020170212 509.0181884765625 505.9501647949219 None None None +14 1914 0.08917208015918732 509.0074462890625 505.9397888183594 None None None +14 1915 0.08916445821523666 509.0229187011719 505.9555358886719 None None None +14 1916 0.08916045725345612 509.0105285644531 505.9432373046875 None None None +14 1917 0.08915533870458603 509.022216796875 505.95513916015625 None None None +14 1918 0.08915019035339355 509.01702880859375 505.9501647949219 None None None +14 1919 0.08914317935705185 509.01922607421875 505.9526062011719 None None None +14 1920 0.08913841098546982 509.0257873535156 505.9593505859375 None None None +14 1921 0.08913671970367432 509.03326416015625 505.96685791015625 None None None +14 1922 0.08913306891918182 509.0224914550781 505.9561767578125 None None None +14 1923 0.0891353115439415 509.0326843261719 505.9662780761719 None None None +14 1924 0.0891232043504715 509.0477600097656 505.9817810058594 None None None +14 1925 0.08912888169288635 509.0368347167969 505.97064208984375 None None None +14 1926 0.08912177383899689 509.0283203125 505.96240234375 None None None +14 1927 0.08913035690784454 509.0296325683594 505.9634094238281 None None None +14 1928 0.08911542594432831 509.0137939453125 505.9480895996094 None None None +14 1929 0.08911985903978348 509.0108947753906 505.9450378417969 None None None +14 1930 0.08912298828363419 509.0009460449219 505.93499755859375 None None None +14 1931 0.08913031965494156 509.0024108886719 505.9361877441406 None None None +14 1932 0.08913717418909073 509.0103759765625 505.94390869140625 None None None +14 1933 0.08913785219192505 509.0008544921875 505.9344177246094 None None None +14 1934 0.08914072066545486 509.0037536621094 505.9372253417969 None None None +14 1935 0.08912692964076996 509.0052185058594 505.93914794921875 None None None +14 1936 0.08912743628025055 509.011474609375 505.94537353515625 None None None +14 1937 0.08910758048295975 508.9938659667969 505.9284362792969 None None None +14 1938 0.08911818265914917 508.9869689941406 505.92120361328125 None None None +14 1939 0.08911312371492386 509.0087585449219 505.9431457519531 None None None +14 1940 0.08911614120006561 509.028076171875 505.9623718261719 None None None +14 1941 0.08912216871976852 509.0246276855469 505.958740234375 None None None +14 1942 0.08913374692201614 509.0180969238281 505.9518127441406 None None None +14 1943 0.08912339061498642 509.0263671875 505.9604187011719 None None None +14 1944 0.08914722502231598 509.016357421875 505.9495849609375 None None None +14 1945 0.0891520231962204 509.0102844238281 505.943359375 None None None +14 1946 0.08914739638566971 509.01336669921875 505.94659423828125 None None None +14 1947 0.08913726359605789 509.0207824707031 505.954345703125 None None None +14 1948 0.08913259953260422 509.0258483886719 505.9595947265625 None None None +14 1949 0.08914253115653992 509.0215148925781 505.9549255371094 None None None +14 1950 0.08914630860090256 509.0252990722656 505.95855712890625 None None None +14 1951 0.08914884179830551 509.0437316894531 505.9768981933594 None None None +14 1952 0.08913508802652359 509.04852294921875 505.9821472167969 None None None +14 1953 0.08913663029670715 509.0668029785156 506.0003662109375 None None None +14 1954 0.08912301063537598 509.064697265625 505.9987487792969 None None None +14 1955 0.0891374722123146 509.0743713378906 506.0079040527344 None None None +14 1956 0.08912137895822525 509.080810546875 506.014892578125 None None None +14 1957 0.08911749720573425 509.0738525390625 506.008056640625 None None None +14 1958 0.08910323679447174 509.0768127441406 506.011474609375 None None None +14 1959 0.08909551054239273 509.0489196777344 505.9838562011719 None None None +14 1960 0.08907690644264221 509.052490234375 505.9880676269531 None None None +14 1961 0.08906778693199158 509.05389404296875 505.98980712890625 None None None +14 1962 0.08907005935907364 509.0573425292969 505.9931945800781 None None None +14 1963 0.08907458931207657 509.0571594238281 505.9928283691406 None None None +14 1964 0.08906367421150208 509.06390380859375 505.9999694824219 None None None +14 1965 0.08906861394643784 509.05438232421875 505.99029541015625 None None None +14 1966 0.08906825631856918 509.06610107421875 506.00201416015625 None None None +14 1967 0.08907000720500946 509.0766296386719 506.0124816894531 None None None +14 1968 0.08907648175954819 509.0758056640625 506.0114440917969 None None None +14 1969 0.0890805795788765 509.05804443359375 505.9935302734375 None None None +14 1970 0.08908894658088684 509.0706787109375 506.0058898925781 None None None +14 1971 0.08908582478761673 509.0692443847656 506.00457763671875 None None None +14 1972 0.08907070755958557 509.07415771484375 506.010009765625 None None None 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505.99578857421875 None None None +14 1986 0.08902334421873093 509.04302978515625 505.9805603027344 None None None +14 1987 0.08901292085647583 509.03460693359375 505.97247314453125 None None None +14 1988 0.08900974690914154 509.03656005859375 505.97454833984375 None None None +14 1989 0.08900728076696396 509.02886962890625 505.9668884277344 None None None +14 1990 0.08900380879640579 509.0311279296875 505.96929931640625 None None None +14 1991 0.08901534974575043 509.02728271484375 505.96502685546875 None None None +14 1992 0.08904160559177399 509.02264404296875 505.95947265625 None None None +14 1993 0.08905204385519028 509.0143737792969 505.95086669921875 None None None +14 1994 0.08906818181276321 509.0044860839844 505.9404296875 None None None +14 1995 0.08905771374702454 508.9991455078125 505.9354553222656 None None None +14 1996 0.08906012773513794 509.0058288574219 505.9420471191406 None None None +14 1997 0.08906784653663635 508.9861145019531 505.92205810546875 None None None 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None None None +16 2244 0.0740048959851265 505.05108642578125 502.5055236816406 None None None +16 2245 0.07400637120008469 505.05218505859375 502.5065612792969 None None None diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed6cbca79b3be84adcc69de0c299935dc0f2403 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_1/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/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.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_data_params.tsv b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..267a81b5d9d04c3a97d8cd648dbae1b133dc0fa5 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 81.0 +counts_sum_max_thresh 2870.0 +trainings_pts_post_thresh 160890 diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..e391b3f5fc823f42491e6751fbeda092a4cd2ce4 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_1/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_1/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_model_params.tsv b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..8874cf84de50bac9a502334d5767b1bfc5642f67 --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 34.4 +filters 512 +n_dil_layers 8 +bias_model_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd055d47bb66279f9a804248309c162607b2ad4c --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_1/chrombpnet_wo_bias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_1/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.epoch_loss.csv b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..7d4332b7d88bf24fa8c7fe2489d15042e7d0485b --- /dev/null +++ b/fold_1/logs.models.fold_1.ENCSR619LHF/logfile.modelling.fold_1.ENCSR619LHF.epoch_loss.csv @@ -0,0 +1,18 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,0.7244714498519897,550.6602172851562,575.5820922851562,0.3325057327747345,595.9275512695312,607.3662109375 +1,0.2447028011083603,534.19189453125,542.6106567382812,0.2605791985988617,588.2598876953125,597.2241821289062 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+10,0.13820956647396088,515.0641479492188,519.8185424804688,0.2753757834434509,585.9588012695312,595.4317626953125 +11,0.11357611417770386,511.0643005371094,514.9717407226562,0.22810475528240204,583.1427001953125,590.9896240234375 +12,0.10137961059808731,508.61553955078125,512.1029663085938,0.21993833780288696,583.8826293945312,591.4482421875 +13,0.09475775808095932,507.1305236816406,510.390625,0.22026582062244415,584.4299926757812,592.0070190429688 +14,0.0887172743678093,506.07061767578125,509.12237548828125,0.22804240882396698,585.188232421875,593.0326538085938 +15,0.07866176217794418,503.53948974609375,506.24615478515625,0.24630355834960938,585.8273315429688,594.3004150390625 +16,0.07400637120008469,502.5065612792969,505.05218505859375,0.2255984991788864,586.1912841796875,593.9517822265625 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.h5 b/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..b7d68490f35518ca0c0c6fe515fb88e2b932ea09 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.h5 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d168892ad17a02140aa34c1f7ade3e7772cee78a46dc66c1c6245dbf00f8c987 +size 2688440 diff --git a/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.tar b/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.tar new file mode 100644 index 0000000000000000000000000000000000000000..408149eae96347b7c39d0a20d46f87a1aaa74b32 --- /dev/null +++ b/fold_1/model.bias_scaled.fold_1.ENCSR619LHF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67dee104ff210cb14543c5565630ea6e2dfc04020a8b32c7dccbf3592aa21f0f +size 1198080 diff --git a/fold_1/model.chrombpnet.fold_1.ENCSR619LHF.h5 b/fold_1/model.chrombpnet.fold_1.ENCSR619LHF.h5 new file mode 100644 index 0000000000000000000000000000000000000000..3d5851e36945571508e507e4bcace57256b0011e --- /dev/null +++ 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@@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//preprocessing/bigWigs/ENCSR619LHF.bigWig", + "peaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_2//filtered.peaks.bed", + "nonpeaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed", + "output_prefix": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_2//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_2//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.batch_loss.tsv b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..9b2b769d627fbe15538756404b253f33f8a9fa6b --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.batch_loss.tsv @@ -0,0 +1,47761 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 0.8446654081344604 557.8504638671875 528.7939453125 None None None +0 1 1.0839941501617432 615.7943115234375 578.5048828125 None None None +0 2 1.1289571523666382 626.1143188476562 587.2781372070312 None None None +0 3 11.542181015014648 1006.031982421875 608.9808959960938 None None None +0 4 9.493661880493164 930.2823486328125 603.7003173828125 None None None +0 5 8.12337875366211 880.89306640625 601.4487915039062 None None None +0 6 7.182160377502441 852.2627563476562 605.1964111328125 None None None +0 7 6.461335182189941 829.941162109375 607.6712646484375 None None None +0 8 5.907661437988281 810.1636962890625 606.940185546875 None None None +0 9 5.425910949707031 788.1400756835938 601.48876953125 None None None +0 10 5.057920932769775 774.4955444335938 600.5030517578125 None None None +0 11 4.737435817718506 761.5877075195312 598.6199340820312 None None None +0 12 4.473034858703613 750.7495727539062 596.8771362304688 None None None +0 13 4.212653160095215 735.7548217773438 590.8394775390625 None None None +0 14 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0.22700239717960358 539.9133911132812 532.1044311523438 None None None +2 1926 0.22703291475772858 539.913818359375 532.1038208007812 None None None +2 1927 0.2270979881286621 539.927001953125 532.11474609375 None None None +2 1928 0.22710420191287994 539.9139404296875 532.1015014648438 None None None +2 1929 0.22710835933685303 539.9293823242188 532.1167602539062 None None None +2 1930 0.2270982265472412 539.8988647460938 532.0866088867188 None None None +2 1931 0.22710128128528595 539.884765625 532.0723876953125 None None None +2 1932 0.2270929217338562 539.8941040039062 532.08203125 None None None +2 1933 0.22707678377628326 539.8873291015625 532.0758056640625 None None None +2 1934 0.2270631045103073 539.8721923828125 532.0610961914062 None None None +2 1935 0.2270505577325821 539.8676147460938 532.0570068359375 None None None +2 1936 0.22703661024570465 539.8555297851562 532.04541015625 None None None +2 1937 0.227031871676445 539.84912109375 532.0392456054688 None None None +2 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0.187032088637352 530.785888671875 524.3524169921875 None None None +5 1910 0.18700872361660004 530.7725219726562 524.33984375 None None None +5 1911 0.18699698150157928 530.7827758789062 524.3504638671875 None None None +5 1912 0.1869611293077469 530.7675170898438 524.33642578125 None None None +5 1913 0.18694056570529938 530.752197265625 524.3218383789062 None None None +5 1914 0.18692056834697723 530.7642211914062 524.33447265625 None None None +5 1915 0.18691985309123993 530.76611328125 524.33642578125 None None None +5 1916 0.18690505623817444 530.78369140625 524.3545532226562 None None None +5 1917 0.18689250946044922 530.7820434570312 524.3533325195312 None None None +5 1918 0.18687964975833893 530.7752685546875 524.3469848632812 None None None +5 1919 0.18687067925930023 530.7701416015625 524.3421630859375 None None None +5 1920 0.18686284124851227 530.7611083984375 524.3334350585938 None None None +5 1921 0.18685106933116913 530.7684326171875 524.341064453125 None None None +5 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None None None +5 1948 0.186711385846138 530.7771606445312 524.354736328125 None None None +5 1949 0.1867085099220276 530.7577514648438 524.3353881835938 None None None +5 1950 0.1867082267999649 530.7687377929688 524.3463745117188 None None None +5 1951 0.18669286370277405 530.7586059570312 524.3367919921875 None None None +5 1952 0.18664655089378357 530.7467651367188 524.3265380859375 None None None +5 1953 0.18662910163402557 530.7536010742188 524.333984375 None None None +5 1954 0.1866297870874405 530.7637329101562 524.3441162109375 None None None +5 1955 0.18663564324378967 530.7811889648438 524.361328125 None None None +5 1956 0.1866261214017868 530.770263671875 524.3507080078125 None None None +5 1957 0.18660953640937805 530.7841796875 524.365234375 None None None +5 1958 0.18662936985492706 530.7915649414062 524.3718872070312 None None None +5 1959 0.1866437792778015 530.7978515625 524.3777465820312 None None None +5 1960 0.18666154146194458 530.7903442382812 524.3695678710938 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0.17533989250659943 528.4163208007812 522.3842163085938 None None None +6 1956 0.17533795535564423 528.4291381835938 522.3970336914062 None None None +6 1957 0.1753600388765335 528.3924560546875 522.359619140625 None None None +6 1958 0.17535589635372162 528.3866577148438 522.3539428710938 None None None +6 1959 0.17535702884197235 528.3766479492188 522.3439331054688 None None None +6 1960 0.17535975575447083 528.3860473632812 522.3532104492188 None None None +6 1961 0.1753702014684677 528.3858642578125 522.3526611328125 None None None +6 1962 0.17538173496723175 528.3890380859375 522.3554077148438 None None None +6 1963 0.17536847293376923 528.3782348632812 522.3450317382812 None None None +6 1964 0.17537526786327362 528.3853759765625 522.3519287109375 None None None +6 1965 0.17538286745548248 528.3834838867188 522.3497924804688 None None None +6 1966 0.17537923157215118 528.37841796875 522.3448486328125 None None None +6 1967 0.1753537803888321 528.351318359375 522.318603515625 None 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528.3578491210938 522.3230590820312 None None None +6 1994 0.17542718350887299 528.3662109375 522.3310546875 None None None +6 1995 0.1754520982503891 528.373046875 522.3370361328125 None None None +6 1996 0.17546291649341583 528.3975219726562 522.361083984375 None None None +6 1997 0.17548291385173798 528.412353515625 522.375244140625 None None None +6 1998 0.17547540366649628 528.4169311523438 522.380126953125 None None None +6 1999 0.17549385130405426 528.4302978515625 522.392822265625 None None None +6 2000 0.1755431890487671 528.447021484375 522.4078369140625 None None None +6 2001 0.17551128566265106 528.44580078125 522.40771484375 None None None +6 2002 0.17554840445518494 528.4835205078125 522.4441528320312 None None None +6 2003 0.1755596548318863 528.4808959960938 522.441162109375 None None None +6 2004 0.1755782961845398 528.4857177734375 522.4452514648438 None None None +6 2005 0.17557477951049805 528.4741821289062 522.4338989257812 None None None +6 2006 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526.5728759765625 520.8568115234375 None None None +7 1887 0.1661434918642044 526.5931396484375 520.8770141601562 None None None +7 1888 0.16614148020744324 526.5953369140625 520.8793334960938 None None None +7 1889 0.16618135571479797 526.5772705078125 520.85986328125 None None None +7 1890 0.16618336737155914 526.5845947265625 520.8671264648438 None None None +7 1891 0.16616404056549072 526.5722045898438 520.8554077148438 None None None +7 1892 0.16616158187389374 526.556396484375 520.8396606445312 None None None +7 1893 0.1661744862794876 526.5586547851562 520.8414916992188 None None None +7 1894 0.1661769300699234 526.5628662109375 520.8456420898438 None None None +7 1895 0.1661783754825592 526.5737915039062 520.8565063476562 None None None +7 1896 0.16620168089866638 526.5694580078125 520.8513793945312 None None None +7 1897 0.1662062406539917 526.5537109375 520.83544921875 None None None +7 1898 0.16621485352516174 526.5548706054688 520.8363037109375 None None None +7 1899 0.166279137134552 526.5879516601562 520.8671264648438 None None None +7 1900 0.16632619500160217 526.6033935546875 520.8809814453125 None None None +7 1901 0.1663174331188202 526.6083984375 520.88623046875 None None None +7 1902 0.1662987470626831 526.6045532226562 520.883056640625 None None None +7 1903 0.16627739369869232 526.6116943359375 520.8909301757812 None None None +7 1904 0.16628149151802063 526.5836791992188 520.86279296875 None None None +7 1905 0.16627316176891327 526.57958984375 520.8589477539062 None None None +7 1906 0.1662597358226776 526.5607299804688 520.840576171875 None None None +7 1907 0.16625690460205078 526.5494995117188 520.8294067382812 None None None +7 1908 0.1662755310535431 526.5593872070312 520.8386840820312 None None None +7 1909 0.16626282036304474 526.5731811523438 520.8529663085938 None None None +7 1910 0.16627751290798187 526.6010131835938 520.8802490234375 None None None +7 1911 0.16627876460552216 526.6012573242188 520.8804321289062 None None None +7 1912 0.16628217697143555 526.6328735351562 520.9119873046875 None None None +7 1913 0.1662624627351761 526.6377563476562 520.9175415039062 None None None +7 1914 0.16625607013702393 526.6243896484375 520.9043579101562 None None None +7 1915 0.16623057425022125 526.6387329101562 520.9195556640625 None None None +7 1916 0.16622084379196167 526.64306640625 520.9241943359375 None None None +7 1917 0.16622987389564514 526.6568603515625 520.937744140625 None None None +7 1918 0.16624793410301208 526.64404296875 520.9242553710938 None None None +7 1919 0.16623002290725708 526.6629638671875 520.94384765625 None None None +7 1920 0.1662154197692871 526.669189453125 520.9505615234375 None None None +7 1921 0.1662525236606598 526.68017578125 520.9603271484375 None None None +7 1922 0.16624422371387482 526.6714477539062 520.9518432617188 None None None +7 1923 0.16624751687049866 526.6674194335938 520.9476928710938 None None None +7 1924 0.1662556231021881 526.6846923828125 520.9647827148438 None None None +7 1925 0.16624760627746582 526.6943359375 520.9746704101562 None None None +7 1926 0.16623349487781525 526.7008056640625 520.9816284179688 None None None +7 1927 0.1662154495716095 526.71337890625 520.9947509765625 None None None +7 1928 0.1662183403968811 526.7296142578125 521.0109252929688 None None None +7 1929 0.16621260344982147 526.7247314453125 521.0062255859375 None None None +7 1930 0.1662013977766037 526.7106323242188 520.9924926757812 None None None +7 1931 0.16618941724300385 526.7047729492188 520.987060546875 None None None +7 1932 0.16615638136863708 526.6768798828125 520.9602661132812 None None None +7 1933 0.1661578267812729 526.6638793945312 520.947265625 None None None +7 1934 0.16614916920661926 526.6401977539062 520.9238891601562 None None None +7 1935 0.16613729298114777 526.6421508789062 520.9262084960938 None None None +7 1936 0.16613589227199554 526.612548828125 520.8966674804688 None None None +7 1937 0.1661461442708969 526.617431640625 520.9012451171875 None None None +7 1938 0.1661575585603714 526.6134033203125 520.8967895507812 None None None +7 1939 0.1661521941423416 526.6463012695312 520.9298706054688 None None None +7 1940 0.1661449521780014 526.6405029296875 520.92431640625 None None None +7 1941 0.16612955927848816 526.6414184570312 520.92578125 None None None +7 1942 0.16611135005950928 526.6350708007812 520.9200439453125 None None None +7 1943 0.16608743369579315 526.6257934570312 520.91162109375 None None None +7 1944 0.16608133912086487 526.606201171875 520.8922119140625 None None None +7 1945 0.16606658697128296 526.6119384765625 520.8984985351562 None None None +7 1946 0.16606895625591278 526.6102905273438 520.896728515625 None None None +7 1947 0.16607068479061127 526.625244140625 520.91162109375 None None None +7 1948 0.16608349978923798 526.6341552734375 520.9201049804688 None None None +7 1949 0.16609366238117218 526.6654052734375 520.9510498046875 None None None +7 1950 0.1660940945148468 526.6627807617188 520.9484252929688 None None None +7 1951 0.16611185669898987 526.6757202148438 520.9607543945312 None None None +7 1952 0.16610606014728546 526.6762084960938 520.9613647460938 None None None +7 1953 0.16610434651374817 526.658203125 520.9434814453125 None None None +7 1954 0.16611507534980774 526.6455688476562 520.9304809570312 None None None +7 1955 0.16610389947891235 526.6337890625 520.9190673828125 None None None +7 1956 0.16608624160289764 526.6160888671875 520.9019775390625 None None None +7 1957 0.1660739630460739 526.62158203125 520.9078369140625 None None None +7 1958 0.16608349978923798 526.6163330078125 520.9022827148438 None None None +7 1959 0.16606484353542328 526.608154296875 520.8946533203125 None None None +7 1960 0.1660383939743042 526.5990600585938 520.8865356445312 None None None +7 1961 0.16604413092136383 526.6107788085938 520.8980102539062 None None None +7 1962 0.16601964831352234 526.5982055664062 520.8862915039062 None None None +7 1963 0.16600415110588074 526.598876953125 520.8875122070312 None None None +7 1964 0.16598205268383026 526.6075439453125 520.8969116210938 None None None +7 1965 0.16599895060062408 526.6054077148438 520.8942260742188 None None None +7 1966 0.16599546372890472 526.60888671875 520.8978271484375 None None None +7 1967 0.16599150002002716 526.6220092773438 520.9111328125 None None None +7 1968 0.16597314178943634 526.6281127929688 520.9178466796875 None None None +7 1969 0.165967658162117 526.6292724609375 520.9192504882812 None None None +7 1970 0.1659325659275055 526.636962890625 520.9281005859375 None None None +7 1971 0.16593456268310547 526.6168823242188 520.9080200195312 None None None +7 1972 0.1659310758113861 526.61962890625 520.910888671875 None None None +7 1973 0.16592013835906982 526.5971069335938 520.8887329101562 None None None +7 1974 0.165900319814682 526.5814208984375 520.8737182617188 None None None +7 1975 0.16588006913661957 526.571044921875 520.8640747070312 None None None +7 1976 0.16586816310882568 526.552734375 520.84619140625 None None None +7 1977 0.16589337587356567 526.5543212890625 520.8468627929688 None None None +7 1978 0.16587944328784943 526.5252075195312 520.8182373046875 None None None +7 1979 0.1658761203289032 526.5338134765625 520.8269653320312 None None None +7 1980 0.16587981581687927 526.544189453125 520.8372192382812 None None None +7 1981 0.16587336361408234 526.5518798828125 520.8451538085938 None None None +7 1982 0.16584230959415436 526.535888671875 520.8302001953125 None None None +7 1983 0.16583791375160217 526.5332641601562 520.8277587890625 None None None +7 1984 0.1658092886209488 526.51025390625 520.8057250976562 None None None +7 1985 0.16580718755722046 526.534912109375 520.8304443359375 None None None +7 1986 0.16579990088939667 526.5360107421875 520.831787109375 None None None +7 1987 0.16580109298229218 526.5174560546875 520.8131713867188 None None None +7 1988 0.16580770909786224 526.5125122070312 520.8080444335938 None None None +7 1989 0.1658255159854889 526.5364990234375 520.8314208984375 None None None +7 1990 0.16582152247428894 526.5477905273438 520.8428344726562 None None None +7 1991 0.1658150851726532 526.5473022460938 520.842529296875 None None None +7 1992 0.1658213883638382 526.5365600585938 520.8316040039062 None None None +7 1993 0.1658121943473816 526.5308837890625 520.8262939453125 None None None +7 1994 0.1658070981502533 526.5470581054688 520.8426513671875 None None None +7 1995 0.16580437123775482 526.5449829101562 520.8406372070312 None None None +7 1996 0.16580194234848022 526.5321655273438 520.827880859375 None None None +7 1997 0.16578620672225952 526.5188598632812 520.8151245117188 None None None +7 1998 0.16578811407089233 526.5247802734375 520.8209838867188 None None None +7 1999 0.16579173505306244 526.5206909179688 520.8168334960938 None None None +7 2000 0.165779247879982 526.506591796875 520.8031005859375 None None None +7 2001 0.16578860580921173 526.4874877929688 520.78369140625 None None None +7 2002 0.16577686369419098 526.4761352539062 520.7727661132812 None None None +7 2003 0.16576705873012543 526.4895629882812 520.7864990234375 None None None +7 2004 0.16578172147274017 526.505859375 520.8023681640625 None None None +7 2005 0.16578863561153412 526.5108032226562 520.8070678710938 None None None +7 2006 0.16579991579055786 526.513671875 520.8095092773438 None None None +7 2007 0.16579459607601166 526.50927734375 520.8053588867188 None None None +7 2008 0.16580142080783844 526.5338745117188 520.8296508789062 None None None +7 2009 0.16579562425613403 526.5415649414062 520.8375854492188 None None None +7 2010 0.16577617824077606 526.5297241210938 520.8264770507812 None None None +7 2011 0.16574548184871674 526.5155029296875 520.8132934570312 None None None +7 2012 0.1657312661409378 526.5393676757812 520.837646484375 None None None +7 2013 0.1657223403453827 526.544189453125 520.8427734375 None None None +7 2014 0.16569487750530243 526.5574340820312 520.85693359375 None None None +7 2015 0.16566871106624603 526.5423583984375 520.8427734375 None None None +7 2016 0.1656498908996582 526.5346069335938 520.835693359375 None None None +7 2017 0.16564711928367615 526.54296875 520.8441162109375 None None None +7 2018 0.1656264364719391 526.5215454101562 520.8234252929688 None None None +7 2019 0.16560670733451843 526.5244750976562 520.8270263671875 None None None +7 2020 0.16563758254051208 526.5285034179688 520.8299560546875 None None None +7 2021 0.16562284529209137 526.528076171875 520.830078125 None None None +7 2022 0.16561844944953918 526.5237426757812 520.8258666992188 None None None +7 2023 0.16560320556163788 526.5234985351562 520.8261108398438 None None None +7 2024 0.1656317561864853 526.5145874023438 520.8162231445312 None None None +7 2025 0.16563104093074799 526.505859375 520.8075561523438 None None None +7 2026 0.16563186049461365 526.5150756835938 520.8167114257812 None None None +7 2027 0.1656472086906433 526.5093383789062 520.8103637695312 None None None +7 2028 0.1656653732061386 526.5056762695312 520.8060913085938 None None None +7 2029 0.16569064557552338 526.5028076171875 520.8023071289062 None None None +7 2030 0.1656792163848877 526.5156860351562 520.8154907226562 None None None +7 2031 0.16569383442401886 526.5089721679688 520.8082885742188 None None None +7 2032 0.1657007932662964 526.5243530273438 520.8234252929688 None None None +7 2033 0.1657000333070755 526.5411987304688 520.84033203125 None None None +7 2034 0.16566061973571777 526.5288696289062 520.8294067382812 None None None +7 2035 0.165669783949852 526.525390625 520.8255615234375 None None None +7 2036 0.16567574441432953 526.5242919921875 520.8242797851562 None None None +7 2037 0.16566967964172363 526.5362548828125 520.8364868164062 None None None +7 2038 0.16565898060798645 526.5391845703125 520.8397827148438 None None None +7 2039 0.16563118994235992 526.5216674804688 520.8231811523438 None None None +7 2040 0.1656016856431961 526.5452880859375 520.8478393554688 None None None +7 2041 0.16558097302913666 526.5323486328125 520.8356323242188 None None None +7 2042 0.16558478772640228 526.5341796875 520.8372802734375 None None None +7 2043 0.16558413207530975 526.534912109375 520.8379516601562 None None None +7 2044 0.16560278832912445 526.5338134765625 520.8363037109375 None None None +7 2045 0.1655944585800171 526.5285034179688 520.8312377929688 None None None +7 2046 0.16558972001075745 526.5214233398438 520.8243408203125 None None None +7 2047 0.16561782360076904 526.546630859375 520.8485717773438 None None None +7 2048 0.16562986373901367 526.5611572265625 520.8626708984375 None None None +7 2049 0.1656048446893692 526.5655517578125 520.8679809570312 None None None +7 2050 0.165610209107399 526.5753784179688 520.8775634765625 None None None +7 2051 0.1656225174665451 526.5702514648438 520.8721313476562 None None None +7 2052 0.16558893024921417 526.5494995117188 520.8524780273438 None None None +7 2053 0.1656132936477661 526.570068359375 520.8722534179688 None None None +7 2054 0.16559317708015442 526.5717163085938 520.8746337890625 None None None +7 2055 0.1656091958284378 526.5767822265625 520.8790283203125 None None None +7 2056 0.16560599207878113 526.5708618164062 520.873291015625 None None None +7 2057 0.16557949781417847 526.5737915039062 520.8770141601562 None None None +7 2058 0.16558870673179626 526.566162109375 520.8690795898438 None None None +7 2059 0.1655854433774948 526.5481567382812 520.8511962890625 None None None +7 2060 0.16558121144771576 526.5531005859375 520.8562622070312 None None None +7 2061 0.1655740737915039 526.5446166992188 520.8480834960938 None None None +7 2062 0.16555173695087433 526.5264892578125 520.830810546875 None None None +7 2063 0.16552631556987762 526.5247802734375 520.8299560546875 None None None +7 2064 0.16552944481372833 526.5502319335938 520.8552856445312 None None None +7 2065 0.16551966965198517 526.5357055664062 520.8411254882812 None None None +7 2066 0.16552789509296417 526.5516357421875 520.856689453125 None None None +7 2067 0.16551345586776733 526.5528564453125 520.8584594726562 None None None +7 2068 0.16550952196121216 526.5411376953125 520.8468017578125 None None None +7 2069 0.16551421582698822 526.5592651367188 520.8648071289062 None None None +7 2070 0.16555453836917877 526.5823974609375 520.8865356445312 None None None +7 2071 0.16554966568946838 526.591552734375 520.8959350585938 None None None +7 2072 0.16555126011371613 526.5977172851562 520.9019775390625 None None None +7 2073 0.16554033756256104 526.5845947265625 520.8892822265625 None None None +7 2074 0.1655333787202835 526.5950927734375 520.8999633789062 None None None +7 2075 0.16552108526229858 526.6146240234375 520.9199829101562 None None None +7 2076 0.16549602150917053 526.6052856445312 520.9114990234375 None None None +7 2077 0.16548001766204834 526.6030883789062 520.9098510742188 None None None +7 2078 0.16547821462154388 526.6114501953125 520.9182739257812 None None None +7 2079 0.16549372673034668 526.6061401367188 520.9124755859375 None None None +7 2080 0.16550113260746002 526.5923461914062 520.8983764648438 None None None +7 2081 0.16548605263233185 526.5806274414062 520.8871459960938 None None None +7 2082 0.16549164056777954 526.5765380859375 520.8828735351562 None None None +7 2083 0.16550247371196747 526.5822143554688 520.88818359375 None None None +7 2084 0.1654803305864334 526.5875244140625 520.8942260742188 None None None +7 2085 0.16550259292125702 526.6044311523438 520.910400390625 None None None +7 2086 0.1655723601579666 526.5999145507812 520.9035034179688 None None None +7 2087 0.1655571609735489 526.6041259765625 520.9082641601562 None None None +7 2088 0.1655612736940384 526.6143798828125 520.9183349609375 None None None +7 2089 0.16555681824684143 526.63134765625 520.9354858398438 None None None +7 2090 0.1655290424823761 526.6195068359375 520.9246215820312 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519.8040161132812 None None None +8 1820 0.15560021996498108 525.1586303710938 519.8058471679688 None None None +8 1821 0.15559478104114532 525.185302734375 519.832763671875 None None None +8 1822 0.1555902659893036 525.1841430664062 519.8317260742188 None None None +8 1823 0.15557758510112762 525.1815185546875 519.82958984375 None None None +8 1824 0.15558554232120514 525.2002563476562 519.8480834960938 None None None +8 1825 0.15560610592365265 525.2163696289062 519.8634643554688 None None None +8 1826 0.15562020242214203 525.22265625 519.8693237304688 None None None +8 1827 0.15563516318798065 525.2259521484375 519.8721313476562 None None None +8 1828 0.15563414990901947 525.21240234375 519.8585815429688 None None None +8 1829 0.15566015243530273 525.2306518554688 519.8759155273438 None None None +8 1830 0.1556578278541565 525.21875 519.8641357421875 None None None +8 1831 0.15564462542533875 525.204833984375 519.8506469726562 None None None +8 1832 0.1556294560432434 525.190673828125 519.8370361328125 None None None +8 1833 0.1556369811296463 525.1854248046875 519.83154296875 None None None +8 1834 0.15562881529331207 525.1876220703125 519.833984375 None None None +8 1835 0.15564429759979248 525.1920166015625 519.837890625 None None None +8 1836 0.15562507510185242 525.1787719726562 519.8252563476562 None None None +8 1837 0.1556141972541809 525.1656494140625 519.8125 None None None +8 1838 0.155597522854805 525.1349487304688 519.7823486328125 None None None +8 1839 0.15562517940998077 525.1387329101562 519.7852172851562 None None None +8 1840 0.15568780899047852 525.1483154296875 519.7926025390625 None None None +8 1841 0.15572291612625122 525.1382446289062 519.7813110351562 None None None +8 1842 0.1557319313287735 525.1598510742188 519.8026123046875 None None None +8 1843 0.15573254227638245 525.1751708984375 519.81787109375 None None None +8 1844 0.1557418555021286 525.1717529296875 519.8141479492188 None None None +8 1845 0.1557297557592392 525.1841430664062 519.8269653320312 None None None +8 1846 0.15571701526641846 525.1598510742188 519.8031616210938 None None None +8 1847 0.1557401716709137 525.1649169921875 519.8074340820312 None None None +8 1848 0.15576216578483582 525.1724243164062 519.8141479492188 None None None +8 1849 0.15580491721630096 525.1817016601562 519.822021484375 None None None +8 1850 0.15578444302082062 525.181884765625 519.8228149414062 None None None +8 1851 0.15580055117607117 525.1806640625 519.821044921875 None None None +8 1852 0.15580834448337555 525.195556640625 519.835693359375 None None None +8 1853 0.1557719111442566 525.19140625 519.8328247070312 None None None +8 1854 0.15576355159282684 525.1946411132812 519.8363037109375 None None None +8 1855 0.15575151145458221 525.21044921875 519.8525390625 None None None +8 1856 0.15573467314243317 525.1993408203125 519.8419799804688 None None None +8 1857 0.15574029088020325 525.2177734375 519.8602294921875 None None None +8 1858 0.15575191378593445 525.2301025390625 519.8721313476562 None None None +8 1859 0.15574195981025696 525.224853515625 519.8673095703125 None None None +8 1860 0.15574847161769867 525.2240600585938 519.8662719726562 None None None +8 1861 0.1557195782661438 525.2071533203125 519.8504028320312 None None None +8 1862 0.1557331681251526 525.2247924804688 519.8675537109375 None None None +8 1863 0.15573333203792572 525.2467651367188 519.8895263671875 None None None +8 1864 0.15573498606681824 525.2621459960938 519.90478515625 None None None +8 1865 0.15577185153961182 525.2739868164062 519.9153442382812 None None None +8 1866 0.1557762622833252 525.2676391601562 519.9088745117188 None None None +8 1867 0.1557474583387375 525.2681274414062 519.910400390625 None None None +8 1868 0.15574578940868378 525.265869140625 519.908203125 None None None +8 1869 0.15578539669513702 525.2798461914062 519.9207763671875 None None None +8 1870 0.15578365325927734 525.2758178710938 519.9168090820312 None None None +8 1871 0.15578307211399078 525.2645874023438 519.9055786132812 None None None +8 1872 0.1558094620704651 525.2372436523438 519.8773193359375 None None None +8 1873 0.15580593049526215 525.24755859375 519.8878173828125 None None None +8 1874 0.15579356253147125 525.2484130859375 519.8890380859375 None None None +8 1875 0.15581947565078735 525.24658203125 519.8862915039062 None None None +8 1876 0.15584225952625275 525.2489013671875 519.8878173828125 None None None +8 1877 0.15583555400371552 525.224853515625 519.8640747070312 None None None +8 1878 0.155840665102005 525.2236938476562 519.8626708984375 None None None +8 1879 0.15583421289920807 525.2130737304688 519.852294921875 None None None +8 1880 0.15582884848117828 525.2006225585938 519.8400268554688 None None None +8 1881 0.15580350160598755 525.1909790039062 519.8312377929688 None None None +8 1882 0.15579400956630707 525.1889038085938 519.8295288085938 None None None +8 1883 0.15577681362628937 525.195556640625 519.8367309570312 None None None +8 1884 0.1557692587375641 525.2135009765625 519.85498046875 None None None +8 1885 0.15575502812862396 525.206298828125 519.8482666015625 None None None +8 1886 0.1557636559009552 525.208251953125 519.8499145507812 None None None +8 1887 0.15575246512889862 525.2310791015625 519.8731079101562 None None None +8 1888 0.1557789444923401 525.2399291992188 519.881103515625 None None None +8 1889 0.15576834976673126 525.2378540039062 519.8793334960938 None None None +8 1890 0.15578028559684753 525.2318725585938 519.8729858398438 None None None +8 1891 0.15576472878456116 525.2509155273438 519.8925170898438 None None None +8 1892 0.155763179063797 525.2565307617188 519.898193359375 None None None +8 1893 0.15575245022773743 525.2479858398438 519.8899536132812 None None None +8 1894 0.15574978291988373 525.2362670898438 519.8783569335938 None None None +8 1895 0.15573839843273163 525.2308349609375 519.8733520507812 None None None +8 1896 0.15573981404304504 525.2237548828125 519.8661499023438 None None None +8 1897 0.1557520031929016 525.2245483398438 519.8665771484375 None None None +8 1898 0.15576231479644775 525.233154296875 519.8748168945312 None None None +8 1899 0.15575653314590454 525.2345581054688 519.8764038085938 None None None +8 1900 0.15575142204761505 525.2398071289062 519.8817749023438 None None None +8 1901 0.15575861930847168 525.24755859375 519.8892822265625 None None None +8 1902 0.15579502284526825 525.237548828125 519.8779907226562 None None None +8 1903 0.15576255321502686 525.2197265625 519.861328125 None None None +8 1904 0.15575917065143585 525.2244873046875 519.8662109375 None None None +8 1905 0.1557530164718628 525.2464599609375 519.888427734375 None None None +8 1906 0.15572640299797058 525.2556762695312 519.8984985351562 None None None +8 1907 0.1557418704032898 525.21484375 519.857177734375 None None None +8 1908 0.15572264790534973 525.2161254882812 519.859130859375 None None None +8 1909 0.15571406483650208 525.1978759765625 519.8411254882812 None None None +8 1910 0.1557212620973587 525.2114868164062 519.8545532226562 None None None +8 1911 0.1556975096464157 525.2105102539062 519.8543701171875 None None None +8 1912 0.15570975840091705 525.2039184570312 519.8473510742188 None None None +8 1913 0.1557031124830246 525.18798828125 519.8316650390625 None None None +8 1914 0.15572036802768707 525.1898193359375 519.8328857421875 None None None +8 1915 0.1556946039199829 525.1986083984375 519.8425903320312 None None None +8 1916 0.15570718050003052 525.1890869140625 519.8326416015625 None None None +8 1917 0.15570560097694397 525.1889038085938 519.8324584960938 None None None +8 1918 0.15570467710494995 525.1951904296875 519.8388671875 None None None +8 1919 0.1557033360004425 525.1911010742188 519.8348388671875 None None None +8 1920 0.15568584203720093 525.1887817382812 519.8331298828125 None None None +8 1921 0.1556762307882309 525.173828125 519.8185424804688 None None None +8 1922 0.15566259622573853 525.1729125976562 519.8180541992188 None None None +8 1923 0.1556561440229416 525.1660766601562 519.8114624023438 None None None +8 1924 0.15566575527191162 525.1512451171875 519.7962646484375 None None None +8 1925 0.15565772354602814 525.1484375 519.7937622070312 None None None +8 1926 0.1556359827518463 525.156494140625 519.8025512695312 None None None +8 1927 0.15566721558570862 525.1543579101562 519.79931640625 None None None +8 1928 0.1557008922100067 525.1671142578125 519.8109130859375 None None None +8 1929 0.1556861698627472 525.1546630859375 519.7989501953125 None None None +8 1930 0.15567520260810852 525.1507568359375 519.7954711914062 None None None +8 1931 0.1556907296180725 525.1459350585938 519.7901000976562 None None None +8 1932 0.1557026207447052 525.1346435546875 519.7784423828125 None None None +8 1933 0.15571098029613495 525.1550903320312 519.7985229492188 None None None +8 1934 0.15570573508739471 525.1500244140625 519.7936401367188 None None None +8 1935 0.1557125598192215 525.1543579101562 519.7977905273438 None None None +8 1936 0.15573415160179138 525.144287109375 519.7869262695312 None None None +8 1937 0.15575486421585083 525.1455688476562 519.7875366210938 None None None +8 1938 0.15572719275951385 525.142333984375 519.7852172851562 None None None +8 1939 0.15570412576198578 525.14599609375 519.7896118164062 None None None +8 1940 0.15573742985725403 525.1552734375 519.7977905273438 None None None +8 1941 0.15572768449783325 525.1715087890625 519.8143920898438 None None None +8 1942 0.15573939681053162 525.1798095703125 519.822265625 None None None +8 1943 0.15574990212917328 525.1723022460938 519.814453125 None None None +8 1944 0.1557486355304718 525.171630859375 519.8137817382812 None None None +8 1945 0.15573450922966003 525.186279296875 519.8289184570312 None None None +8 1946 0.15570898354053497 525.1814575195312 519.824951171875 None None None +8 1947 0.15568824112415314 525.1759033203125 519.8201293945312 None None None +8 1948 0.15567509829998016 525.1781616210938 519.8228149414062 None None None +8 1949 0.15567103028297424 525.1806030273438 519.8253784179688 None None None +8 1950 0.15568017959594727 525.1749877929688 519.8194580078125 None None None +8 1951 0.1556636542081833 525.1785278320312 519.8235473632812 None None None +8 1952 0.15566223859786987 525.158935546875 519.8040161132812 None None None +8 1953 0.15567129850387573 525.1483154296875 519.7930908203125 None None None +8 1954 0.15567044913768768 525.1544189453125 519.7991943359375 None None None +8 1955 0.15566320717334747 525.1359252929688 519.7809448242188 None None None +8 1956 0.15564975142478943 525.11865234375 519.76416015625 None None None +8 1957 0.1556607186794281 525.1044921875 519.7496337890625 None None None +8 1958 0.1556774526834488 525.1223754882812 519.7669677734375 None None None +8 1959 0.15569040179252625 525.11328125 519.7573852539062 None None None +8 1960 0.15570372343063354 525.1129760742188 519.756591796875 None None None +8 1961 0.15570886433124542 525.1012573242188 519.7446899414062 None None None +8 1962 0.1557113379240036 525.0911254882812 519.7345581054688 None None None +8 1963 0.155725359916687 525.0874633789062 519.7303466796875 None None None +8 1964 0.1557369977235794 525.0809936523438 519.7235107421875 None None None +8 1965 0.15572962164878845 525.0668334960938 519.7095336914062 None None None +8 1966 0.1557416170835495 525.1100463867188 519.7523803710938 None None None +8 1967 0.15577498078346252 525.1283569335938 519.76953125 None None None +8 1968 0.15576770901679993 525.1201171875 519.7615966796875 None None None +8 1969 0.15575896203517914 525.1193237304688 519.7610473632812 None None None +8 1970 0.15575118362903595 525.1154174804688 519.7574462890625 None None None +8 1971 0.15575341880321503 525.119140625 519.7611083984375 None None None +8 1972 0.15578420460224152 525.1251831054688 519.7660522460938 None None None 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None None +8 1999 0.1556311547756195 525.1475830078125 519.7938232421875 None None None +8 2000 0.15563203394412994 525.1487426757812 519.7949829101562 None None None +8 2001 0.15563276410102844 525.1524658203125 519.7987060546875 None None None +8 2002 0.15564192831516266 525.13330078125 519.7792358398438 None None None +8 2003 0.1556296944618225 525.1207275390625 519.76708984375 None None None +8 2004 0.15560735762119293 525.130126953125 519.7772216796875 None None None +8 2005 0.15562115609645844 525.1345825195312 519.78125 None None None +8 2006 0.1556110382080078 525.12353515625 519.7705688476562 None None None +8 2007 0.1556219607591629 525.117431640625 519.7640380859375 None None None +8 2008 0.15559981763362885 525.1238403320312 519.7711791992188 None None None +8 2009 0.15559686720371246 525.1234130859375 519.7708740234375 None None None +8 2010 0.155589297413826 525.1463012695312 519.7940673828125 None None None +8 2011 0.1555873304605484 525.1474609375 519.7952880859375 None None None +8 2012 0.15557852387428284 525.1373291015625 519.7854614257812 None None None +8 2013 0.15556257963180542 525.1548461914062 519.803466796875 None None None +8 2014 0.15556961297988892 525.1558227539062 519.8041381835938 None None None +8 2015 0.1555614024400711 525.1614990234375 519.8101196289062 None None None +8 2016 0.15559031069278717 525.197998046875 519.8456420898438 None None None +8 2017 0.1555585116147995 525.2089233398438 519.8577270507812 None None None +8 2018 0.15554308891296387 525.2210083007812 519.870361328125 None None None +8 2019 0.15553303062915802 525.2119140625 519.8615112304688 None None None +8 2020 0.1555345505475998 525.2084350585938 519.8579711914062 None None None +8 2021 0.15553511679172516 525.2183227539062 519.8677978515625 None None None +8 2022 0.15553587675094604 525.22119140625 519.8706665039062 None None None +8 2023 0.1555425375699997 525.213134765625 519.8623046875 None None None +8 2024 0.15555785596370697 525.2006225585938 519.8493041992188 None None None +8 2025 0.15556098520755768 525.2033081054688 519.8519287109375 None None None +8 2026 0.1555408537387848 525.18359375 519.8328857421875 None None None +8 2027 0.1555401086807251 525.1820678710938 519.8314208984375 None None None +8 2028 0.15556123852729797 525.17138671875 519.8199462890625 None None None +8 2029 0.15555685758590698 525.17578125 519.824462890625 None None None +8 2030 0.15554848313331604 525.1596069335938 519.8085327148438 None None None +8 2031 0.1555292010307312 525.1416625976562 519.791259765625 None None None +8 2032 0.15551213920116425 525.1251220703125 519.7753295898438 None None None +8 2033 0.15549243986606598 525.122314453125 519.7731323242188 None None None +8 2034 0.15552906692028046 525.134033203125 519.7835693359375 None None None +8 2035 0.15556447207927704 525.1473999023438 519.7957153320312 None None None +8 2036 0.15554025769233704 525.14599609375 519.7951049804688 None None None +8 2037 0.15553420782089233 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0.14745976030826569 524.206298828125 519.1340942382812 None None None +9 1969 0.1474548578262329 524.1842651367188 519.1121826171875 None None None +9 1970 0.14743369817733765 524.1840209960938 519.1126708984375 None None None +9 1971 0.14741790294647217 524.156982421875 519.086181640625 None None None +9 1972 0.1474132239818573 524.13916015625 519.0684814453125 None None None +9 1973 0.14742079377174377 524.1450805664062 519.0741577148438 None None None +9 1974 0.1474463790655136 524.159423828125 519.087646484375 None None None +9 1975 0.14743782579898834 524.1390380859375 519.0675048828125 None None None +9 1976 0.14745591580867767 524.1246948242188 519.0525512695312 None None None +9 1977 0.1474621593952179 524.1185302734375 519.0462036132812 None None None +9 1978 0.14744916558265686 524.1454467773438 519.0735473632812 None None None +9 1979 0.14745207130908966 524.1414184570312 519.0694580078125 None None None +9 1980 0.1474604308605194 524.1300048828125 519.0578002929688 None 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519.1184692382812 None None None +9 1994 0.14742529392242432 524.1785888671875 519.1075439453125 None None None +9 1995 0.14742429554462433 524.154052734375 519.0830078125 None None None +9 1996 0.14740809798240662 524.1785278320312 519.1080322265625 None None None +9 1997 0.1473902463912964 524.181640625 519.1117553710938 None None None +9 1998 0.14739197492599487 524.1900024414062 519.1201171875 None None None +9 1999 0.14737793803215027 524.1755981445312 519.1061401367188 None None None +9 2000 0.14740902185440063 524.18017578125 519.1096801757812 None None None +9 2001 0.14745017886161804 524.174072265625 519.1021728515625 None None None +9 2002 0.14744345843791962 524.167724609375 519.0960083007812 None None None +9 2003 0.14744552969932556 524.1703491210938 519.0986328125 None None None +9 2004 0.14747203886508942 524.179931640625 519.1073608398438 None None None +9 2005 0.14746494591236115 524.176025390625 519.1036987304688 None None None +9 2006 0.14747728407382965 524.1799926757812 519.1072998046875 None None None +9 2007 0.14747405052185059 524.185302734375 519.1126098632812 None None None +9 2008 0.14746727049350739 524.1849975585938 519.1126098632812 None None None +9 2009 0.14746640622615814 524.167724609375 519.0953369140625 None None None +9 2010 0.14746493101119995 524.1643676757812 519.092041015625 None None None +9 2011 0.14746391773223877 524.1573486328125 519.0850219726562 None None None +9 2012 0.14747457206249237 524.1585693359375 519.0858764648438 None None None +9 2013 0.14746324717998505 524.1475219726562 519.0752563476562 None None None +9 2014 0.14745448529720306 524.1546020507812 519.0826416015625 None None None +9 2015 0.14744427800178528 524.1500244140625 519.078369140625 None None None +9 2016 0.14743858575820923 524.1551513671875 519.083740234375 None None None +9 2017 0.1474323868751526 524.1644897460938 519.09326171875 None None None +9 2018 0.14742939174175262 524.1577758789062 519.086669921875 None None None +9 2019 0.14741218090057373 524.1551513671875 519.0846557617188 None None None +9 2020 0.14740057289600372 524.1508178710938 519.0807495117188 None None None +9 2021 0.14737164974212646 524.1396484375 519.0706176757812 None None None +9 2022 0.14739872515201569 524.1255493164062 519.0555419921875 None None None +9 2023 0.14739374816417694 524.1233520507812 519.0535888671875 None None None +9 2024 0.14739370346069336 524.139404296875 519.069580078125 None None None +9 2025 0.14738473296165466 524.1484985351562 519.0789794921875 None None None +9 2026 0.14738154411315918 524.1474609375 519.0780029296875 None None None +9 2027 0.14739041030406952 524.1361083984375 519.0663452148438 None None None +9 2028 0.14738206565380096 524.1475219726562 519.0780639648438 None None None +9 2029 0.1473848670721054 524.1259155273438 519.0563354492188 None None None +9 2030 0.14738741517066956 524.1264038085938 519.0567626953125 None None None +9 2031 0.14741754531860352 524.113037109375 519.0423583984375 None 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519.0742797851562 None None None +9 2058 0.1475180834531784 524.142578125 519.068359375 None None None +9 2059 0.1475331336259842 524.162353515625 519.087646484375 None None None +9 2060 0.14752256870269775 524.1459350585938 519.0715942382812 None None None +9 2061 0.14752385020256042 524.1692504882812 519.0949096679688 None None None +9 2062 0.14752475917339325 524.1632080078125 519.0888061523438 None None None +9 2063 0.14750821888446808 524.1517944335938 519.0779418945312 None None None +9 2064 0.14750754833221436 524.1389770507812 519.065185546875 None None None +9 2065 0.14747729897499084 524.1460571289062 519.0733032226562 None None None +9 2066 0.1474715620279312 524.1355590820312 519.0629272460938 None None None +9 2067 0.14748305082321167 524.137939453125 519.06494140625 None None None +9 2068 0.14748920500278473 524.145751953125 519.072509765625 None None None +9 2069 0.147478386759758 524.1553955078125 519.0825805664062 None None None +9 2070 0.1474657654762268 524.17578125 519.1033325195312 None None None +9 2071 0.14746594429016113 524.1744995117188 519.1021118164062 None None None +9 2072 0.1474337875843048 524.1626586914062 519.0913696289062 None None None +9 2073 0.14740684628486633 524.1546020507812 519.0842895507812 None None None +9 2074 0.14740121364593506 524.1817626953125 519.1116333007812 None None None +9 2075 0.14738330245018005 524.18408203125 519.1146240234375 None None None +9 2076 0.14736279845237732 524.1840209960938 519.115234375 None None None +9 2077 0.14734038710594177 524.1767578125 519.1087646484375 None None None +9 2078 0.14734376966953278 524.188232421875 519.1201782226562 None None None +9 2079 0.14734522998332977 524.19140625 519.123291015625 None None None +9 2080 0.1473289579153061 524.1827392578125 519.1151733398438 None None None +9 2081 0.14734767377376556 524.1646728515625 519.0964965820312 None None None +9 2082 0.14732696115970612 524.1751098632812 519.1076049804688 None None None +9 2083 0.14733093976974487 524.1881713867188 519.1205444335938 None None None +9 2084 0.14731036126613617 524.1766967773438 519.1097412109375 None None None +9 2085 0.1472998559474945 524.15478515625 519.0882568359375 None None None +9 2086 0.14727318286895752 524.1364135742188 519.0706787109375 None None None +9 2087 0.1472572386264801 524.1303100585938 519.0651245117188 None None None +9 2088 0.14726625382900238 524.1192016601562 519.0537109375 None None None +9 2089 0.14726705849170685 524.1273193359375 519.0618286132812 None None None +9 2090 0.14724671840667725 524.1287231445312 519.0638427734375 None None None +9 2091 0.14723020792007446 524.1128540039062 519.048583984375 None None None +9 2092 0.14720793068408966 524.099853515625 519.0363159179688 None None None +9 2093 0.1471956968307495 524.0982055664062 519.0350952148438 None None None +9 2094 0.14718034863471985 524.0934448242188 519.0309448242188 None None None +9 2095 0.14716380834579468 524.0792236328125 519.0172729492188 None None None +9 2096 0.14715664088726044 524.0789794921875 519.0172729492188 None None None +9 2097 0.14715196192264557 524.0648803710938 519.0032958984375 None None None +9 2098 0.14714418351650238 524.0633544921875 519.0020141601562 None None None +9 2099 0.14713414013385773 524.06884765625 519.0078735351562 None None None +9 2100 0.14714345335960388 524.09033203125 519.0289916992188 None None None +9 2101 0.1471429467201233 524.0860595703125 519.0247192382812 None None None +9 2102 0.147141695022583 524.0859985351562 519.024658203125 None None None +9 2103 0.1471363604068756 524.0849609375 519.0238037109375 None None None +9 2104 0.1471186876296997 524.0971069335938 519.0365600585938 None None None +9 2105 0.14710313081741333 524.1113891601562 519.0513916015625 None None None +9 2106 0.1471383422613144 524.1243286132812 519.0631103515625 None None None +9 2107 0.14713655412197113 524.1256103515625 519.0643920898438 None None None +9 2108 0.14713874459266663 524.1216430664062 519.0604248046875 None None None +9 2109 0.14714759588241577 524.1322021484375 519.0706176757812 None None None +9 2110 0.14714962244033813 524.1411743164062 519.07958984375 None None None +9 2111 0.14714646339416504 524.1681518554688 519.106689453125 None None None +9 2112 0.14713627099990845 524.16845703125 519.1072998046875 None None None +9 2113 0.1471245139837265 524.1635131835938 519.1027221679688 None None None +9 2114 0.14710645377635956 524.18310546875 519.1229858398438 None None None +9 2115 0.14708499610424042 524.1904907226562 519.1310424804688 None None None +9 2116 0.14707273244857788 524.1882934570312 519.1293334960938 None None None +9 2117 0.1470954418182373 524.1898803710938 519.130126953125 None None None +9 2118 0.14708995819091797 524.1995239257812 519.1399536132812 None None None +9 2119 0.14708365499973297 524.1844482421875 519.1250610351562 None None None +9 2120 0.14707857370376587 524.1817016601562 519.12255859375 None None None +9 2121 0.1470758318901062 524.1752319335938 519.1162109375 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518.336669921875 None None None +10 1937 0.1399870216846466 523.1392822265625 518.3231201171875 None None None +10 1938 0.13999272882938385 523.1293334960938 518.31298828125 None None None +10 1939 0.13997498154640198 523.1328125 518.3170776367188 None None None +10 1940 0.13999108970165253 523.1298217773438 518.3135375976562 None None None +10 1941 0.13998693227767944 523.1328735351562 518.3167114257812 None None None +10 1942 0.13998791575431824 523.146728515625 518.3305053710938 None None None +10 1943 0.13997748494148254 523.142822265625 518.3269653320312 None None None +10 1944 0.13997724652290344 523.1546020507812 518.3388061523438 None None None +10 1945 0.13996955752372742 523.1497192382812 518.3341674804688 None None None +10 1946 0.13996769487857819 523.1361083984375 518.3206787109375 None None None +10 1947 0.1399761587381363 523.1171264648438 518.3013305664062 None None None +10 1948 0.13998697698116302 523.1145629882812 518.2984008789062 None None None +10 1949 0.13997727632522583 523.122314453125 518.3065185546875 None None None +10 1950 0.1400037407875061 523.1297607421875 518.31298828125 None None None +10 1951 0.14001961052417755 523.1503295898438 518.3330688476562 None None None +10 1952 0.14002276957035065 523.1695556640625 518.3521728515625 None None None +10 1953 0.14002572000026703 523.203857421875 518.3863525390625 None None None +10 1954 0.14002612233161926 523.189697265625 518.3721923828125 None None None +10 1955 0.140027716755867 523.1751098632812 518.3576049804688 None None None +10 1956 0.14002996683120728 523.177001953125 518.359375 None None None +10 1957 0.1400509476661682 523.1585693359375 518.3402709960938 None None None +10 1958 0.14007848501205444 523.1539306640625 518.3346557617188 None None None +10 1959 0.14010249078273773 523.1367797851562 518.316650390625 None None None +10 1960 0.14011617004871368 523.1377563476562 518.317138671875 None None None +10 1961 0.14013385772705078 523.1343383789062 518.3131103515625 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523.09228515625 518.2642211914062 None None None +10 1975 0.1403762549161911 523.1141967773438 518.28466796875 None None None +10 1976 0.14035873115062714 523.133056640625 518.3041381835938 None None None +10 1977 0.14036506414413452 523.1399536132812 518.310791015625 None None None +10 1978 0.14036083221435547 523.1356811523438 518.3067016601562 None None None +10 1979 0.1403607726097107 523.135986328125 518.3070068359375 None None None +10 1980 0.14035587012767792 523.1183471679688 518.28955078125 None None None +10 1981 0.1403522938489914 523.10400390625 518.2752685546875 None None None +10 1982 0.14035893976688385 523.0975341796875 518.2686157226562 None None None +10 1983 0.14036865532398224 523.08837890625 518.2590942382812 None None None +10 1984 0.14036127924919128 523.08203125 518.2529907226562 None None None +10 1985 0.14036709070205688 523.0704345703125 518.2412109375 None None None +10 1986 0.1403677761554718 523.0504150390625 518.22119140625 None None None +10 1987 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0.12882006168365479 521.4028930664062 516.9719848632812 None None None +12 1873 0.1288464218378067 521.4241333007812 516.9923706054688 None None None +12 1874 0.1288529336452484 521.4263305664062 516.9943237304688 None None None +12 1875 0.12882626056671143 521.4403686523438 517.00927734375 None None None +12 1876 0.12882964313030243 521.4375 517.0062866210938 None None None +12 1877 0.1288231462240219 521.4319458007812 517.0009765625 None None None +12 1878 0.12882523238658905 521.4497680664062 517.0187377929688 None None None +12 1879 0.12882207334041595 521.4493408203125 517.0183715820312 None None None +12 1880 0.12883397936820984 521.4544677734375 517.0230712890625 None None None +12 1881 0.12882119417190552 521.4734497070312 517.0425415039062 None None None +12 1882 0.12882152199745178 521.4971923828125 517.0662841796875 None None None +12 1883 0.12881700694561005 521.4891967773438 517.0584716796875 None None None +12 1884 0.12881405651569366 521.4988403320312 517.0681762695312 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521.4922485351562 517.0630493164062 None None None +12 1898 0.12875352799892426 521.4888305664062 517.0601196289062 None None None +12 1899 0.12881051003932953 521.4927368164062 517.0620727539062 None None None +12 1900 0.128797248005867 521.505859375 517.0756225585938 None None None +12 1901 0.12880122661590576 521.4972534179688 517.0669555664062 None None None +12 1902 0.12879924476146698 521.4912719726562 517.0609741210938 None None None +12 1903 0.1288105547428131 521.51904296875 517.08837890625 None None None +12 1904 0.12879714369773865 521.49658203125 517.0663452148438 None None None +12 1905 0.12879404425621033 521.4844970703125 517.0543823242188 None None None +12 1906 0.12881575524806976 521.4976806640625 517.0668334960938 None None None +12 1907 0.1288084089756012 521.47607421875 517.0454711914062 None None None +12 1908 0.12879453599452972 521.4877319335938 517.0576171875 None None None +12 1909 0.1287962943315506 521.47998046875 517.0498657226562 None None None +12 1910 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None +12 1923 0.12876106798648834 521.4405517578125 517.0115356445312 None None None +12 1924 0.1287647783756256 521.452880859375 517.0237426757812 None None None +12 1925 0.1288156360387802 521.44384765625 517.012939453125 None None None +12 1926 0.12881314754486084 521.4370727539062 517.0062866210938 None None None +12 1927 0.1288181096315384 521.4623413085938 517.0313720703125 None None None +12 1928 0.1288031041622162 521.4733276367188 517.0429077148438 None None None +12 1929 0.12879273295402527 521.4800415039062 517.0499267578125 None None None +12 1930 0.1287960261106491 521.481201171875 517.051025390625 None None None +12 1931 0.12879061698913574 521.47802734375 517.0480346679688 None None None +12 1932 0.12877260148525238 521.4635009765625 517.0340576171875 None None None +12 1933 0.12875911593437195 521.4620971679688 517.0331420898438 None None None +12 1934 0.1287558525800705 521.474609375 517.0457763671875 None None None +12 1935 0.12873899936676025 521.4864501953125 517.0582275390625 None None None +12 1936 0.1287105679512024 521.4852294921875 517.0579833984375 None None None +12 1937 0.1287071406841278 521.4720458984375 517.044921875 None None None +12 1938 0.12871845066547394 521.5021362304688 517.0746459960938 None None None +12 1939 0.12871308624744415 521.49853515625 517.0712280273438 None None None +12 1940 0.1287158727645874 521.51123046875 517.0838012695312 None None None +12 1941 0.12871012091636658 521.5399169921875 517.1127319335938 None None None +12 1942 0.12871120870113373 521.54736328125 517.1200561523438 None None None +12 1943 0.12873177230358124 521.5663452148438 517.1383666992188 None None None +12 1944 0.12870797514915466 521.556396484375 517.1292724609375 None None None +12 1945 0.12872415781021118 521.5620727539062 517.1343994140625 None None None +12 1946 0.12872932851314545 521.5531005859375 517.125244140625 None None None +12 1947 0.12871763110160828 521.555908203125 517.12841796875 None None None +12 1948 0.1287132054567337 521.548095703125 517.1207275390625 None None None +12 1949 0.1287388652563095 521.5567626953125 517.1285400390625 None None None +12 1950 0.12873083353042603 521.54248046875 517.114501953125 None None None +12 1951 0.12873762845993042 521.546142578125 517.1179809570312 None None None +12 1952 0.12872353196144104 521.5431518554688 517.1154174804688 None None None +12 1953 0.12871606647968292 521.5595092773438 517.132080078125 None None None +12 1954 0.12873950600624084 521.5574340820312 517.1292114257812 None None None +12 1955 0.1287408471107483 521.5723876953125 517.14404296875 None None None +12 1956 0.12874563038349152 521.5759887695312 517.1474609375 None None None +12 1957 0.12874877452850342 521.5809936523438 517.1524047851562 None None None +12 1958 0.12874653935432434 521.6068115234375 517.1783447265625 None None None +12 1959 0.12877130508422852 521.6142578125 517.1849365234375 None None None +12 1960 0.1287580281496048 521.6221313476562 517.1932373046875 None None None +12 1961 0.12874937057495117 521.6170654296875 517.1884765625 None None None +12 1962 0.12877191603183746 521.6446533203125 517.21533203125 None None None +12 1963 0.12877635657787323 521.6448974609375 517.21533203125 None None None +12 1964 0.12877711653709412 521.6404418945312 517.2108764648438 None None None +12 1965 0.12879356741905212 521.6371459960938 517.20703125 None None None +12 1966 0.12879520654678345 521.6436157226562 517.2134399414062 None None None +12 1967 0.12878471612930298 521.6517333984375 517.221923828125 None None None +12 1968 0.12877550721168518 521.6376342773438 517.2081298828125 None None None +12 1969 0.12877494096755981 521.635986328125 517.2064819335938 None None None +12 1970 0.12876315414905548 521.6131591796875 517.18408203125 None None None +12 1971 0.12874634563922882 521.6250610351562 517.1965942382812 None None None +12 1972 0.12876304984092712 521.633056640625 517.2039794921875 None None None +12 1973 0.1287769228219986 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0.12893149256706238 521.5811767578125 517.146240234375 None None None +12 1987 0.12895266711711884 521.5932006835938 517.1575317382812 None None None +12 1988 0.12895266711711884 521.5825805664062 517.1469116210938 None None None +12 1989 0.12895885109901428 521.5943603515625 517.1585083007812 None None None +12 1990 0.12900477647781372 521.59716796875 517.1597290039062 None None None +12 1991 0.1289949268102646 521.6010131835938 517.1639404296875 None None None +12 1992 0.12899062037467957 521.6354370117188 517.1985473632812 None None None +12 1993 0.12899231910705566 521.6328735351562 517.1958618164062 None None None +12 1994 0.12898114323616028 521.6287231445312 517.192138671875 None None None +12 1995 0.12897688150405884 521.6295776367188 517.193115234375 None None None +12 1996 0.12900471687316895 521.6223754882812 517.1849975585938 None None None +12 1997 0.12901198863983154 521.6265258789062 517.1889038085938 None None None +12 1998 0.12900637090206146 521.6375732421875 517.2001342773438 None None None +12 1999 0.12901709973812103 521.6372680664062 517.1994018554688 None None None +12 2000 0.1290181279182434 521.6362915039062 517.1984252929688 None None None +12 2001 0.1290183663368225 521.6283569335938 517.1904907226562 None None None +12 2002 0.12902991473674774 521.6282348632812 517.1898803710938 None None None +12 2003 0.12905298173427582 521.6309814453125 517.1919555664062 None None None +12 2004 0.12908515334129333 521.633544921875 517.193359375 None None None +12 2005 0.1290898621082306 521.6199340820312 517.1795654296875 None None None +12 2006 0.12908028066158295 521.6092529296875 517.1692504882812 None None None +12 2007 0.12907542288303375 521.612060546875 517.1721801757812 None None None +12 2008 0.1291143298149109 521.6002807617188 517.1590576171875 None None None +12 2009 0.12910988926887512 521.6055908203125 517.1644897460938 None None None +12 2010 0.12910479307174683 521.5975341796875 517.1565551757812 None None None +12 2011 0.12911474704742432 521.5912475585938 517.1500244140625 None None None +12 2012 0.12911632657051086 521.5872192382812 517.1459350585938 None None None +12 2013 0.1291438192129135 521.5851440429688 517.1428833007812 None None None +12 2014 0.129122793674469 521.5945434570312 517.1530151367188 None None None +12 2015 0.12913832068443298 521.5982055664062 517.1561279296875 None None None +12 2016 0.12914583086967468 521.5941162109375 517.1517944335938 None None None +12 2017 0.1291324943304062 521.5924072265625 517.1505126953125 None None None +12 2018 0.129128560423851 521.6167602539062 517.1749877929688 None None None +12 2019 0.12914635241031647 521.6372680664062 517.1948852539062 None None None +12 2020 0.1291467249393463 521.6221923828125 517.1798095703125 None None None +12 2021 0.12912635505199432 521.6075439453125 517.1658935546875 None None None +12 2022 0.12910914421081543 521.5999145507812 517.1588134765625 None None None +12 2023 0.12910501658916473 521.602783203125 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509.494140625 None None None +16 1926 0.084407739341259 512.3812866210938 509.47674560546875 None None None +16 1927 0.08440244942903519 512.3804931640625 509.47613525390625 None None None +16 1928 0.08440999686717987 512.3778686523438 509.4732360839844 None None None +16 1929 0.08440779149532318 512.3724975585938 509.46795654296875 None None None +16 1930 0.08441285043954849 512.3869018554688 509.482177734375 None None None +16 1931 0.08441957831382751 512.370361328125 509.4654235839844 None None None +16 1932 0.08441222459077835 512.3584594726562 509.4537353515625 None None None +16 1933 0.08440809696912766 512.3560791015625 509.4515075683594 None None None +16 1934 0.08440105617046356 512.3442993164062 509.44000244140625 None None None +16 1935 0.08440104871988297 512.3507690429688 509.4464416503906 None None None +16 1936 0.0843946561217308 512.3409423828125 509.4367980957031 None None None +16 1937 0.08440052717924118 512.3347778320312 509.4304504394531 None None None +16 1938 0.08440284430980682 512.3367309570312 509.4323425292969 None None None +16 1939 0.08440505713224411 512.341552734375 509.43707275390625 None None None +16 1940 0.08438740670681 512.3385009765625 509.43463134765625 None None None +16 1941 0.08438068628311157 512.329833984375 509.4262390136719 None None None +16 1942 0.08438917249441147 512.3330078125 509.4291076660156 None None None +16 1943 0.08438978344202042 512.3452758789062 509.4413146972656 None None None +16 1944 0.08439883589744568 512.3496704101562 509.4454345703125 None None None +16 1945 0.08439268171787262 512.3589477539062 509.4548645019531 None None None +16 1946 0.08439389616250992 512.3538818359375 509.4497985839844 None None None +16 1947 0.08439219743013382 512.3600463867188 509.45599365234375 None None None +16 1948 0.08439604938030243 512.3775634765625 509.473388671875 None None None +16 1949 0.0843934491276741 512.3756103515625 509.47149658203125 None None None +16 1950 0.08439989387989044 512.3707275390625 509.4664001464844 None None None +16 1951 0.0844125747680664 512.3588256835938 509.4540710449219 None None None +16 1952 0.0843932032585144 512.3346557617188 509.4305419921875 None None None +16 1953 0.08438505232334137 512.3410034179688 509.4371643066406 None None None +16 1954 0.08439018577337265 512.3497314453125 509.4457092285156 None None None +16 1955 0.08439475297927856 512.3555297851562 509.451416015625 None None None +16 1956 0.08439521491527557 512.3577270507812 509.45355224609375 None None None +16 1957 0.08437496423721313 512.35595703125 509.4524841308594 None None None +16 1958 0.08436606824398041 512.372314453125 509.4691467285156 None None None +16 1959 0.08437924087047577 512.3660888671875 509.4624328613281 None None None +16 1960 0.08436819165945053 512.3543090820312 509.4510498046875 None None None +16 1961 0.08437001705169678 512.3739013671875 509.4705505371094 None None None +16 1962 0.08435720950365067 512.3763427734375 509.4734191894531 None None None +16 1963 0.08435390889644623 512.379150390625 509.4763488769531 None None None +16 1964 0.08434069156646729 512.3734741210938 509.4710998535156 None None None +16 1965 0.08432136476039886 512.3856201171875 509.48394775390625 None None None +16 1966 0.08430381119251251 512.3904418945312 509.4893493652344 None None None +16 1967 0.08429905027151108 512.3932495117188 509.4923400878906 None None None +16 1968 0.084290511906147 512.3919677734375 509.49139404296875 None None None +16 1969 0.08428812772035599 512.3858642578125 509.4853515625 None None None +16 1970 0.08431749045848846 512.3842163085938 509.4826965332031 None None None +16 1971 0.08430688083171844 512.3642578125 509.4631042480469 None None None +16 1972 0.08430878072977066 512.36279296875 509.4615478515625 None None None +16 1973 0.08430560678243637 512.3694458007812 509.4683532714844 None None None +16 1974 0.08430048823356628 512.3711547851562 509.47021484375 None None None +16 1975 0.08428938686847687 512.3713989257812 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0.08428709954023361 512.3729858398438 509.472412109375 None None None +16 1989 0.08428016304969788 512.3612060546875 509.4609069824219 None None None +16 1990 0.0842827558517456 512.3456420898438 509.44525146484375 None None None +16 1991 0.08428311347961426 512.3494262695312 509.44903564453125 None None None +16 1992 0.08430171012878418 512.3617553710938 509.4607238769531 None None None +16 1993 0.08431565016508102 512.366943359375 509.46539306640625 None None None +16 1994 0.08431540429592133 512.3890380859375 509.487548828125 None None None +16 1995 0.08431240171194077 512.3939208984375 509.4924621582031 None None None +16 1996 0.08431848138570786 512.4120483398438 509.5104064941406 None None None +16 1997 0.08432509005069733 512.4230346679688 509.52117919921875 None None None +16 1998 0.08431975543498993 512.4292602539062 509.527587890625 None None None +16 1999 0.0843173936009407 512.4130859375 509.5115051269531 None None None +16 2000 0.08432228118181229 512.3984375 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0.08434153348207474 512.3521118164062 509.44970703125 None None None +16 2014 0.08432834595441818 512.3468627929688 509.44488525390625 None None None +16 2015 0.0843263790011406 512.3343505859375 509.4324035644531 None None None +16 2016 0.08432053029537201 512.3429565429688 509.4411926269531 None None None +16 2017 0.08431985229253769 512.3629150390625 509.4611511230469 None None None +16 2018 0.08431375026702881 512.3676147460938 509.4660949707031 None None None +16 2019 0.08430365473031998 512.3734741210938 509.47235107421875 None None None +16 2020 0.08430895209312439 512.36669921875 509.4653625488281 None None None +16 2021 0.08430344611406326 512.3806762695312 509.47955322265625 None None None +16 2022 0.08430416882038116 512.353515625 509.45233154296875 None None None +16 2023 0.08430048078298569 512.3604125976562 509.4593811035156 None None None +16 2024 0.08429835736751556 512.3474731445312 509.4465026855469 None None None +16 2025 0.08429107069969177 512.33544921875 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0.06718305498361588 506.961181640625 504.64971923828125 None None None +19 1934 0.06716976314783096 506.95916748046875 504.6481628417969 None None None +19 1935 0.067176453769207 506.9512023925781 504.6399841308594 None None None +19 1936 0.06717897206544876 506.9414978027344 504.63018798828125 None None None +19 1937 0.06718388944864273 506.96563720703125 504.6541748046875 None None None +19 1938 0.06718005239963531 506.9837646484375 504.67242431640625 None None None +19 1939 0.0671718567609787 507.0027160644531 504.6916809082031 None None None +19 1940 0.0671938806772232 506.9956359863281 504.683837890625 None None None +19 1941 0.06719265133142471 507.0030822753906 504.69134521484375 None None None +19 1942 0.0671977549791336 506.9888610839844 504.67694091796875 None None None +19 1943 0.06720151007175446 506.9898681640625 504.67779541015625 None None None +19 1944 0.0671941414475441 506.9942626953125 504.6824645996094 None None None +19 1945 0.06718575954437256 507.00213623046875 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/oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_2/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/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.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_data_params.tsv b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..81ef93fabe4e0bc403309a99751deeed6c5ebed5 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 84.0 +counts_sum_max_thresh 2866.0 +trainings_pts_post_thresh 165983 diff --git a/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..966d484006147196db61d1964c1f61cf0049aada --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_2/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_2/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_model_params.tsv b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..88ea02246bfced2dac576ea9e14005eba1f8e7c7 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 34.4 +filters 512 +n_dil_layers 8 +bias_model_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_2/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..232eacfe5b5d3c19e6874e33325a5797c6dc0649 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_2/chrombpnet_wo_bias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_2/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.epoch_loss.csv b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a747f249c695d56723af8494368628b9bb95826 --- /dev/null +++ b/fold_2/logs.models.fold_2.ENCSR619LHF/logfile.modelling.fold_2.ENCSR619LHF.epoch_loss.csv @@ -0,0 +1,21 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,0.8285759091377258,550.5069580078125,579.0105590820312,0.25100019574165344,553.98974609375,562.6239013671875 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https://git-lfs.github.com/spec/v1 +oid sha256:80fd33357454c1da597e81cc9e142742bcb5f854c779c7df0f5560cf2057ffe0 +size 26060800 diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.args.json b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..59f6bc3c3a7533aa7e534ec061c1558ba94bccba --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//preprocessing/bigWigs/ENCSR619LHF.bigWig", + "peaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_3//filtered.peaks.bed", + "nonpeaks": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed", + "output_prefix": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_3//chrombpnet", + "chr_fold_path": "/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json", + "trackables": [ + "logcount_predictions_loss", + "loss", + "logits_profile_predictions_loss", + "val_logcount_predictions_loss", + "val_loss", + "val_logits_profile_predictions_loss" + ], + "epochs": 50, + "early_stop": 5, + "batch_size": 64, + "learning_rate": 0.001, + "params": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv", + "seed": 1234, + "architecture_from_file": "/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.batch_loss.tsv b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..b32dbd26abb5c24b684a5932a47b4d329da46d86 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.batch_loss.tsv @@ -0,0 +1,43492 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 1.188032865524292 612.1256713867188 571.25732421875 None None None +0 1 105.70173645019531 4248.97314453125 612.833251953125 None None None +0 2 70.90660858154297 3036.313720703125 597.12646484375 None None None +0 3 53.42852020263672 2417.679931640625 579.7388305664062 None None None +0 4 43.029502868652344 2064.544921875 584.3299560546875 None None None +0 5 36.09709167480469 1828.7310791015625 586.9911499023438 None None None +0 6 31.117555618286133 1657.0511474609375 586.6072387695312 None None None +0 7 27.434978485107422 1539.3095703125 595.5463256835938 None None None +0 8 24.526939392089844 1436.3294677734375 592.602783203125 None None None +0 9 22.190486907958984 1352.123779296875 588.7710571289062 None None None +0 10 20.30479621887207 1290.373291015625 591.888427734375 None None None +0 11 18.707923889160156 1233.346435546875 589.7939453125 None None None +0 12 17.40831184387207 1195.05615234375 596.2103271484375 None None None +0 13 16.2861270904541 1158.3109130859375 598.0682373046875 None None None +0 14 15.288915634155273 1122.99462890625 597.0559692382812 None None None +0 15 14.428454399108887 1095.7381591796875 599.3994140625 None None None +0 16 13.636940002441406 1064.844970703125 595.7343139648438 None None None +0 17 12.965509414672852 1041.2298583984375 595.2164306640625 None None None +0 18 12.343134880065918 1017.875732421875 593.27197265625 None None None +0 19 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530.8517456054688 None None None +4 1933 0.20491573214530945 537.8978881835938 530.8494873046875 None None None +4 1934 0.2049357295036316 537.9183959960938 530.8693237304688 None None None +4 1935 0.2049381136894226 537.9285888671875 530.8793334960938 None None None +4 1936 0.20492802560329437 537.9617309570312 530.912841796875 None None None +4 1937 0.20492154359817505 537.967529296875 530.9188842773438 None None None +4 1938 0.2049361914396286 537.9804077148438 530.9312744140625 None None None +4 1939 0.20493926107883453 537.9882202148438 530.9389038085938 None None None +4 1940 0.20494791865348816 538.001220703125 530.95166015625 None None None +4 1941 0.20491570234298706 537.98046875 530.9320068359375 None None None +4 1942 0.20492428541183472 537.9606323242188 530.911865234375 None None None +4 1943 0.20496408641338348 537.958984375 530.9088745117188 None None None +4 1944 0.2049323171377182 537.9446411132812 530.8956298828125 None None None +4 1945 0.20493483543395996 537.938720703125 530.8895874023438 None None None +4 1946 0.20498549938201904 537.9542846679688 530.9033813476562 None None None +4 1947 0.2049616426229477 537.9239501953125 530.8739013671875 None None None +4 1948 0.20492614805698395 537.90869140625 530.8599243164062 None None None +4 1949 0.20494408905506134 537.9349975585938 530.8856201171875 None None None +4 1950 0.2049214392900467 537.9401245117188 530.8915405273438 None None None +4 1951 0.2049170285463333 537.9514770507812 530.9030151367188 None None None +4 1952 0.20489159226417542 537.9324951171875 530.8848876953125 None None None +4 1953 0.20489132404327393 537.9407348632812 530.8931274414062 None None None +4 1954 0.20487365126609802 537.974609375 530.9276123046875 None None None +4 1955 0.20485560595989227 537.9465942382812 530.9002685546875 None None None +4 1956 0.20481199026107788 537.935791015625 530.8909301757812 None None None +4 1957 0.20479260385036469 537.9232177734375 530.8790283203125 None None None +4 1958 0.2047629952430725 537.9080200195312 530.8648681640625 None None None +4 1959 0.2047637552022934 537.9343872070312 530.8912353515625 None None None +4 1960 0.20475231111049652 537.9127197265625 530.8699340820312 None None None +4 1961 0.20470614731311798 537.902587890625 530.8614501953125 None None None +4 1962 0.20467732846736908 537.8933715820312 530.853271484375 None None None +4 1963 0.20470231771469116 537.9075927734375 530.8665771484375 None None None +4 1964 0.20466987788677216 537.9093627929688 530.8695068359375 None None None +4 1965 0.2046850323677063 537.92822265625 530.8878173828125 None None None +4 1966 0.20467349886894226 537.9189453125 530.8789672851562 None None None +4 1967 0.204667329788208 537.9034423828125 530.8637084960938 None None None +4 1968 0.20464594662189484 537.8983154296875 530.859375 None None None +4 1969 0.20464487373828888 537.8851318359375 530.84619140625 None None None +4 1970 0.20467031002044678 537.888427734375 530.8486328125 None None None +4 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537.9408569335938 530.8948364257812 None None None +4 2010 0.20484353601932526 537.9423217773438 530.896484375 None None None +4 2011 0.2048221081495285 537.955810546875 530.9107055664062 None None None +4 2012 0.2048083394765854 537.9575805664062 530.9129638671875 None None None +4 2013 0.2047855108976364 537.94970703125 530.9058227539062 None None None +4 2014 0.20478354394435883 537.9212036132812 530.87744140625 None None None +4 2015 0.204782173037529 537.9274291992188 530.8836669921875 None None None +4 2016 0.20479638874530792 537.924560546875 530.8803100585938 None None None +4 2017 0.2047891765832901 537.9218139648438 530.8778686523438 None None None +4 2018 0.20478636026382446 537.9032592773438 530.8594360351562 None None None +4 2019 0.204777792096138 537.9165649414062 530.8731079101562 None None None +4 2020 0.20476971566677094 537.9189453125 530.875732421875 None None None +4 2021 0.2047613561153412 537.9137573242188 530.870849609375 None None None +4 2022 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1829 0.16910873353481293 530.8603515625 525.043212890625 None None None +7 1830 0.16912053525447845 530.8506469726562 525.0330810546875 None None None +7 1831 0.16909584403038025 530.8607177734375 525.0440063476562 None None None +7 1832 0.1690930277109146 530.8602294921875 525.0435791015625 None None None +7 1833 0.16908420622348785 530.8743896484375 525.0580444335938 None None None +7 1834 0.16907769441604614 530.8804321289062 525.0643310546875 None None None +7 1835 0.16906538605690002 530.8837280273438 525.0679931640625 None None None +7 1836 0.1690606027841568 530.87548828125 525.0598754882812 None None None +7 1837 0.1690492480993271 530.8699951171875 525.0547485351562 None None None +7 1838 0.1690654754638672 530.8772583007812 525.0614624023438 None None None +7 1839 0.16908623278141022 530.9074096679688 525.0908813476562 None None None +7 1840 0.16907952725887299 530.91455078125 525.0982666015625 None None None +7 1841 0.16906514763832092 530.9163208007812 525.1005249023438 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530.824462890625 525.0069580078125 None None None +7 1868 0.1690976321697235 530.8121337890625 524.9952392578125 None None None +7 1869 0.1691049039363861 530.7935791015625 524.9764404296875 None None None +7 1870 0.16910392045974731 530.7927856445312 524.9756469726562 None None None +7 1871 0.1690555065870285 530.79150390625 524.97607421875 None None None +7 1872 0.16905072331428528 530.7715454101562 524.9562377929688 None None None +7 1873 0.16908873617649078 530.770263671875 524.9536743164062 None None None +7 1874 0.16908645629882812 530.7738037109375 524.9573364257812 None None None +7 1875 0.16906270384788513 530.7717895507812 524.9561157226562 None None None +7 1876 0.16908833384513855 530.7717895507812 524.9552612304688 None None None +7 1877 0.16914017498493195 530.763427734375 524.945068359375 None None None +7 1878 0.16913391649723053 530.7734985351562 524.955322265625 None None None +7 1879 0.16912885010242462 530.76708984375 524.9490966796875 None None None +7 1880 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1893 0.16918346285820007 530.7802124023438 524.9603881835938 None None None +7 1894 0.16917654871940613 530.8008422851562 524.9812622070312 None None None +7 1895 0.16920243203639984 530.8377075195312 525.0172119140625 None None None +7 1896 0.1692080944776535 530.845703125 525.0250244140625 None None None +7 1897 0.16919414699077606 530.8502807617188 525.030029296875 None None None +7 1898 0.16921526193618774 530.85205078125 525.0310668945312 None None None +7 1899 0.1692645102739334 530.8655395507812 525.0429077148438 None None None +7 1900 0.16925151646137238 530.868408203125 525.0462036132812 None None None +7 1901 0.16922929883003235 530.8961181640625 525.07470703125 None None None +7 1902 0.1692626029253006 530.9183959960938 525.0958862304688 None None None +7 1903 0.16925546526908875 530.9033203125 525.0809936523438 None None None +7 1904 0.16924460232257843 530.9065551757812 525.0845947265625 None None None +7 1905 0.16928449273109436 530.89794921875 525.0746459960938 None None None +7 1906 0.16928566992282867 530.9036254882812 525.080322265625 None None None +7 1907 0.1692866086959839 530.8953247070312 525.0719604492188 None None None +7 1908 0.16930152475833893 530.8989868164062 525.0750732421875 None None None +7 1909 0.16934549808502197 530.9119873046875 525.0866088867188 None None None +7 1910 0.16933377087116241 530.9188842773438 525.0938720703125 None None None +7 1911 0.1693633794784546 530.9180908203125 525.0921020507812 None None None +7 1912 0.1694236695766449 530.9210205078125 525.0928955078125 None None None +7 1913 0.16940608620643616 530.9190673828125 525.0916137695312 None None None +7 1914 0.1694309562444687 530.9249877929688 525.0966796875 None None None +7 1915 0.16954074800014496 530.9297485351562 525.09765625 None None None +7 1916 0.16954001784324646 530.9147338867188 525.0826416015625 None None None +7 1917 0.1695154458284378 530.9143676757812 525.0831298828125 None None None +7 1918 0.16952048242092133 530.9264526367188 525.0950317382812 None None None +7 1919 0.1695343405008316 530.9309692382812 525.0990600585938 None None None +7 1920 0.16956497728824615 530.9300537109375 525.0971069335938 None None None +7 1921 0.169586181640625 530.928955078125 525.0953369140625 None None None +7 1922 0.1696135699748993 530.9207153320312 525.0861206054688 None None None +7 1923 0.16961176693439484 530.9146118164062 525.080078125 None None None +7 1924 0.16963423788547516 530.9142456054688 525.078857421875 None None None +7 1925 0.16962353885173798 530.9073486328125 525.0723266601562 None None None +7 1926 0.16966719925403595 530.9130249023438 525.0765991210938 None None None +7 1927 0.16966180503368378 530.9076538085938 525.0713500976562 None None None +7 1928 0.16965018212795258 530.9163208007812 525.0804443359375 None None None +7 1929 0.16968417167663574 530.9450073242188 525.10791015625 None None None +7 1930 0.16971342265605927 530.9804077148438 525.1422729492188 None None None +7 1931 0.1697077751159668 530.963134765625 525.125244140625 None None None +7 1932 0.16968850791454315 530.9793701171875 525.14208984375 None None None +7 1933 0.16968576610088348 530.9639892578125 525.1268310546875 None None None +7 1934 0.16969677805900574 530.9813232421875 525.143798828125 None None None +7 1935 0.1696893721818924 530.9786376953125 525.1412963867188 None None None +7 1936 0.16966649889945984 530.9739379882812 525.137451171875 None None None +7 1937 0.16966836154460907 530.9788818359375 525.1422729492188 None None None +7 1938 0.16969238221645355 530.9754638671875 525.1380615234375 None None None +7 1939 0.1696769893169403 530.996337890625 525.159423828125 None None None +7 1940 0.16968697309494019 530.99462890625 525.1574096679688 None None None +7 1941 0.16966496407985687 530.9826049804688 525.1461791992188 None None None +7 1942 0.16968339681625366 530.9855346679688 525.1484375 None None None +7 1943 0.1696828454732895 530.9892578125 525.1521606445312 None None None +7 1944 0.1696997731924057 531.0067749023438 525.1690673828125 None None None +7 1945 0.1697118580341339 531.0130004882812 525.1748657226562 None None None +7 1946 0.16974666714668274 531.0 525.16064453125 None None None +7 1947 0.1698138266801834 531.0082397460938 525.1666259765625 None None None +7 1948 0.16980792582035065 530.9896850585938 525.1483154296875 None None None +7 1949 0.16985739767551422 531.0028076171875 525.1597290039062 None None None +7 1950 0.16985708475112915 531.0115966796875 525.16845703125 None None None +7 1951 0.16985483467578888 531.0040283203125 525.1609497070312 None None None +7 1952 0.16983437538146973 530.9933471679688 525.1509399414062 None None None +7 1953 0.16983793675899506 530.9998779296875 525.1574096679688 None None None +7 1954 0.1698482632637024 530.9775390625 525.1347045898438 None None None +7 1955 0.16980896890163422 530.9700927734375 525.1286010742188 None None None +7 1956 0.1698000580072403 530.967529296875 525.1264038085938 None None None +7 1957 0.1697862148284912 530.9550170898438 525.1143188476562 None None None +7 1958 0.16981320083141327 530.94775390625 525.106201171875 None None None +7 1959 0.16979734599590302 530.9475708007812 525.1065063476562 None None None +7 1960 0.16978363692760468 530.947998046875 525.107421875 None None None +7 1961 0.16977815330028534 530.9498901367188 525.1094360351562 None None None +7 1962 0.16974419355392456 530.9406127929688 525.101318359375 None None None +7 1963 0.16975562274456024 530.9624633789062 525.1228637695312 None None None +7 1964 0.16976328194141388 531.0000610351562 525.16015625 None None None +7 1965 0.16975732147693634 530.9791259765625 525.1394653320312 None None None +7 1966 0.16976574063301086 530.9838256835938 525.1438598632812 None None None +7 1967 0.1697397232055664 530.9828491210938 525.143798828125 None None None +7 1968 0.16976600885391235 530.9979858398438 525.1580200195312 None None None +7 1969 0.16977573931217194 530.9911499023438 525.1508178710938 None None None +7 1970 0.1697595864534378 530.9888916015625 525.1491088867188 None None None +7 1971 0.16976778209209442 530.992431640625 525.1524047851562 None None None +7 1972 0.16976483166217804 530.9996337890625 525.1597290039062 None None None +7 1973 0.16979505121707916 530.9911499023438 525.1502075195312 None None None +7 1974 0.16976989805698395 530.979248046875 525.13916015625 None None None +7 1975 0.16978414356708527 530.9742431640625 525.1337280273438 None None None +7 1976 0.16979803144931793 531.0045776367188 525.1635131835938 None None None +7 1977 0.1697753369808197 530.9979248046875 525.1576538085938 None None None +7 1978 0.16975824534893036 530.999755859375 525.1600952148438 None None None +7 1979 0.169732466340065 530.9904174804688 525.1516723632812 None None None +7 1980 0.16976435482501984 530.9993286132812 525.1594848632812 None None None +7 1981 0.16978272795677185 531.031982421875 525.1915283203125 None None None +7 1982 0.1697607934474945 531.0254516601562 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531.1106567382812 525.2687377929688 None None None +7 1996 0.16982072591781616 531.1412353515625 525.2994384765625 None None None +7 1997 0.16981148719787598 531.13623046875 525.2947998046875 None None None +7 1998 0.16978810727596283 531.1392822265625 525.2986450195312 None None None +7 1999 0.16978368163108826 531.1314697265625 525.291015625 None None None +7 2000 0.1697639673948288 531.1321411132812 525.2923583984375 None None None +7 2001 0.169764906167984 531.1041259765625 525.2643432617188 None None None +7 2002 0.16974782943725586 531.0877685546875 525.2485961914062 None None None +7 2003 0.16975080966949463 531.0897827148438 525.25048828125 None None None +7 2004 0.16973744332790375 531.0924072265625 525.2535400390625 None None None +7 2005 0.16975732147693634 531.0960693359375 525.2564697265625 None None None +7 2006 0.16976214945316315 531.0953369140625 525.2555541992188 None None None +7 2007 0.1697963923215866 531.093017578125 525.2520751953125 None None None +7 2008 0.16978614032268524 531.1024780273438 525.2619018554688 None None None +7 2009 0.16981059312820435 531.0982055664062 525.2567138671875 None None None +7 2010 0.16987136006355286 531.1029663085938 525.2593994140625 None None None +7 2011 0.16987784206867218 531.1067504882812 525.2630004882812 None None None +7 2012 0.16986151039600372 531.1176147460938 525.2744140625 None None None +7 2013 0.1698654443025589 531.1083984375 525.2650756835938 None None None +7 2014 0.16986146569252014 531.1151733398438 525.27197265625 None None None +7 2015 0.16985370218753815 531.15380859375 525.3109130859375 None None None +7 2016 0.16984371840953827 531.1299438476562 525.2874145507812 None None None +7 2017 0.16983647644519806 531.141845703125 525.299560546875 None None None +7 2018 0.16983342170715332 531.144775390625 525.3025512695312 None None None +7 2019 0.16983948647975922 531.1681518554688 525.3257446289062 None None None +7 2020 0.16985264420509338 531.1646118164062 525.32177734375 None None 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523.8032836914062 None None None +8 1861 0.16019153594970703 529.306640625 523.7963256835938 None None None +8 1862 0.16021381318569183 529.3154296875 523.8043212890625 None None None +8 1863 0.16022345423698425 529.3341064453125 523.8226928710938 None None None +8 1864 0.16021224856376648 529.33056640625 523.819580078125 None None None +8 1865 0.16021551191806793 529.34912109375 523.8379516601562 None None None +8 1866 0.16020983457565308 529.3510131835938 523.8400268554688 None None None +8 1867 0.1601860076189041 529.364990234375 523.8548583984375 None None None +8 1868 0.16019238531589508 529.353515625 523.8432006835938 None None None +8 1869 0.16020604968070984 529.3602294921875 523.8494262695312 None None None +8 1870 0.16018512845039368 529.3853759765625 523.8753051757812 None None None +8 1871 0.16018225252628326 529.3941040039062 523.8841552734375 None None None +8 1872 0.16019965708255768 529.3860473632812 523.8755493164062 None None None +8 1873 0.16021308302879333 529.3978881835938 523.8868408203125 None None None +8 1874 0.16020916402339935 529.40478515625 523.8938598632812 None None None +8 1875 0.16021178662776947 529.417724609375 523.90673828125 None None None +8 1876 0.1601971834897995 529.4022827148438 523.891845703125 None None None +8 1877 0.16019392013549805 529.4141235351562 523.9037475585938 None None None +8 1878 0.16019083559513092 529.41357421875 523.9033203125 None None None +8 1879 0.16019678115844727 529.3892822265625 523.8787841796875 None None None +8 1880 0.16019383072853088 529.392333984375 523.8819580078125 None None None +8 1881 0.16018730401992798 529.3983154296875 523.8881225585938 None None None +8 1882 0.1601838916540146 529.3870239257812 523.876953125 None None None +8 1883 0.160201758146286 529.3988647460938 523.88818359375 None None None +8 1884 0.16020527482032776 529.4147338867188 523.9039306640625 None None None +8 1885 0.16023419797420502 529.4091796875 523.8973999023438 None None None +8 1886 0.16025184094905853 529.3966674804688 523.8843383789062 None None None +8 1887 0.16025975346565247 529.4022216796875 523.8895874023438 None None None +8 1888 0.16027213633060455 529.4191284179688 523.9060668945312 None None None +8 1889 0.16024795174598694 529.398681640625 523.886474609375 None None None +8 1890 0.16025665402412415 529.397705078125 523.88525390625 None None None +8 1891 0.1602400690317154 529.3972778320312 523.8853759765625 None None None +8 1892 0.16027623414993286 529.4027099609375 523.8895263671875 None None None +8 1893 0.16026276350021362 529.39990234375 523.8871459960938 None None None +8 1894 0.16025692224502563 529.4083862304688 523.8958740234375 None None None +8 1895 0.16024591028690338 529.3890380859375 523.8768920898438 None None None +8 1896 0.16027984023094177 529.3815307617188 523.8682250976562 None None None +8 1897 0.16029240190982819 529.3632202148438 523.8494873046875 None None None +8 1898 0.1602923423051834 529.35498046875 523.8412475585938 None None None +8 1899 0.1603020429611206 529.3865966796875 523.8724975585938 None None None +8 1900 0.16030780971050262 529.3932495117188 523.8790283203125 None None None +8 1901 0.16032198071479797 529.3851928710938 523.8704833984375 None None None +8 1902 0.16031262278556824 529.3907470703125 523.8763427734375 None None None +8 1903 0.1602998822927475 529.3873901367188 523.8734130859375 None None None +8 1904 0.16031993925571442 529.4083862304688 523.8936767578125 None None None +8 1905 0.1603463888168335 529.4020385742188 523.886474609375 None None None +8 1906 0.16033336520195007 529.3851928710938 523.8700561523438 None None None +8 1907 0.1603483259677887 529.3815307617188 523.8659057617188 None None None +8 1908 0.1603291779756546 529.3719482421875 523.85693359375 None None None +8 1909 0.16033625602722168 529.3663330078125 523.8511352539062 None None None +8 1910 0.1603648066520691 529.3975830078125 523.88134765625 None None None +8 1911 0.16040831804275513 529.4017944335938 523.884033203125 None None None +8 1912 0.1603994518518448 529.3870239257812 523.8695678710938 None None None +8 1913 0.160369411110878 529.3902587890625 523.8738403320312 None None None +8 1914 0.1603482961654663 529.4055786132812 523.889892578125 None None None +8 1915 0.16035474836826324 529.4127807617188 523.8968505859375 None None None +8 1916 0.16034303605556488 529.4059448242188 523.8904418945312 None None None +8 1917 0.16034084558486938 529.4122314453125 523.8968505859375 None None None +8 1918 0.16033436357975006 529.4060668945312 523.8909301757812 None None None +8 1919 0.16033796966075897 529.4078979492188 523.892578125 None None None +8 1920 0.16034600138664246 529.4185791015625 523.9030151367188 None None None +8 1921 0.1603429913520813 529.441650390625 523.9262084960938 None None None +8 1922 0.1603253185749054 529.44580078125 523.9309692382812 None None None +8 1923 0.16032133996486664 529.4520263671875 523.9373168945312 None None None +8 1924 0.16034553945064545 529.4452514648438 523.9297485351562 None None None +8 1925 0.1603195071220398 529.4454956054688 523.930908203125 None None None +8 1926 0.16033770143985748 529.4700927734375 523.954833984375 None None None +8 1927 0.16031688451766968 529.4561157226562 523.9415893554688 None None None +8 1928 0.16031251847743988 529.4563598632812 523.9420166015625 None None None +8 1929 0.16030025482177734 529.4612426757812 523.947265625 None None None +8 1930 0.1603182554244995 529.4501342773438 523.9354858398438 None None None +8 1931 0.16032259166240692 529.4572143554688 523.9424438476562 None None None +8 1932 0.16033445298671722 529.4612426757812 523.9461059570312 None None None +8 1933 0.16034066677093506 529.4891967773438 523.9738159179688 None None None +8 1934 0.16032694280147552 529.517578125 524.002685546875 None None None +8 1935 0.16034837067127228 529.5185546875 524.0029296875 None None None +8 1936 0.16033631563186646 529.5326538085938 524.0174560546875 None None None +8 1937 0.16034168004989624 529.5391235351562 524.0237426757812 None None None +8 1938 0.16035312414169312 529.5287475585938 524.0130004882812 None None None +8 1939 0.1603347212076187 529.5223388671875 524.0072631835938 None None None +8 1940 0.16033874452114105 529.5166625976562 524.0014038085938 None None None +8 1941 0.1603139489889145 529.4888916015625 523.9744262695312 None None None +8 1942 0.16032709181308746 529.5106201171875 523.9957275390625 None None None +8 1943 0.16033941507339478 529.53173828125 524.0164794921875 None None None +8 1944 0.16032308340072632 529.5360717773438 524.0213623046875 None None None +8 1945 0.1603269875049591 529.5377807617188 524.02294921875 None None None +8 1946 0.16031378507614136 529.55517578125 524.0408325195312 None None None +8 1947 0.16031506657600403 529.544677734375 524.0302734375 None None None +8 1948 0.1603025496006012 529.5296630859375 524.015625 None None None +8 1949 0.16030316054821014 529.5286865234375 524.0146484375 None None None +8 1950 0.16031278669834137 529.5113525390625 523.9970092773438 None None None +8 1951 0.16029007732868195 529.5049438476562 523.9913330078125 None None None +8 1952 0.16027072072029114 529.4982299804688 523.9853515625 None None None +8 1953 0.16024935245513916 529.4979248046875 523.9857177734375 None None None +8 1954 0.16027000546455383 529.5115356445312 523.9985961914062 None None None +8 1955 0.1602632999420166 529.5234985351562 524.0108032226562 None None None +8 1956 0.1602715253829956 529.513427734375 524.00048828125 None None None +8 1957 0.1602843999862671 529.5046997070312 523.9913330078125 None None None +8 1958 0.16027027368545532 529.5084838867188 523.9955444335938 None None None +8 1959 0.16026750206947327 529.514404296875 524.0015869140625 None None None +8 1960 0.16025975346565247 529.510498046875 523.9979858398438 None None None +8 1961 0.16025231778621674 529.5067138671875 523.9944458007812 None None None +8 1962 0.16024301946163177 529.496826171875 523.98486328125 None None None +8 1963 0.1602700799703598 529.4800415039062 523.9671020507812 None None None +8 1964 0.16023790836334229 529.48095703125 523.9691772460938 None None None +8 1965 0.16027693450450897 529.4735717773438 523.96044921875 None None None +8 1966 0.16026532649993896 529.476806640625 523.964111328125 None None None +8 1967 0.16022172570228577 529.4513549804688 523.9401245117188 None None None +8 1968 0.1602194458246231 529.4439086914062 523.9327392578125 None None None +8 1969 0.16024328768253326 529.449951171875 523.93798828125 None None None +8 1970 0.1602305769920349 529.4382934570312 523.9267578125 None None None +8 1971 0.16024227440357208 529.4594116210938 523.9474487304688 None None None +8 1972 0.1602429896593094 529.4891357421875 523.9771728515625 None None None +8 1973 0.16026166081428528 529.4800415039062 523.9674682617188 None None None +8 1974 0.1602681428194046 529.484619140625 523.9717407226562 None None None +8 1975 0.16025029122829437 529.473388671875 523.961181640625 None None None +8 1976 0.16026489436626434 529.4830322265625 523.9703979492188 None None None +8 1977 0.16026490926742554 529.4755859375 523.962890625 None None None +8 1978 0.16024599969387054 529.4867553710938 523.9747314453125 None None None +8 1979 0.1602640002965927 529.477783203125 523.965087890625 None None None +8 1980 0.16027742624282837 529.4547119140625 523.9415283203125 None None None +8 1981 0.16031809151172638 529.4688110351562 523.9542236328125 None None None +8 1982 0.16030427813529968 529.4505615234375 523.9364624023438 None None None +8 1983 0.16030125319957733 529.4544677734375 523.9404907226562 None None None +8 1984 0.16029958426952362 529.4407958984375 523.9269409179688 None None None +8 1985 0.16026367247104645 529.4264526367188 523.913818359375 None None None +8 1986 0.1602773219347 529.4212646484375 523.9081420898438 None None None +8 1987 0.1602802276611328 529.4208374023438 523.9076538085938 None None None +8 1988 0.16029387712478638 529.4266967773438 523.9130249023438 None None None +8 1989 0.16029006242752075 529.4398193359375 523.92626953125 None None None +8 1990 0.16028636693954468 529.4602661132812 523.9468383789062 None None None +8 1991 0.1603260636329651 529.4619750976562 523.9472045898438 None None None +8 1992 0.16032618284225464 529.4462890625 523.9315185546875 None None None +8 1993 0.1602909117937088 529.44189453125 523.9283447265625 None None None +8 1994 0.16029216349124908 529.4490966796875 523.935546875 None None None +8 1995 0.16026490926742554 529.4465942382812 523.9338989257812 None None None +8 1996 0.16026398539543152 529.4371948242188 523.924560546875 None None None +8 1997 0.16024838387966156 529.4357299804688 523.923583984375 None None None +8 1998 0.1602475792169571 529.4359741210938 523.923828125 None None None +8 1999 0.1602470427751541 529.4373779296875 523.9252319335938 None None None +8 2000 0.16023193299770355 529.443115234375 523.9314575195312 None None None +8 2001 0.16021303832530975 529.4312133789062 523.920166015625 None None None +8 2002 0.16022849082946777 529.4351806640625 523.923583984375 None None None +8 2003 0.16022969782352448 529.4381103515625 523.926513671875 None None None +8 2004 0.16024839878082275 529.4554443359375 523.943115234375 None None None +8 2005 0.1603076308965683 529.4612426757812 523.9468994140625 None None None +8 2006 0.1602855771780014 529.4599609375 523.9463500976562 None None None +8 2007 0.16029241681098938 529.4666748046875 523.9528198242188 None None None +8 2008 0.16030001640319824 529.4762573242188 523.9620971679688 None None None +8 2009 0.1602810025215149 529.46142578125 523.947998046875 None None None +8 2010 0.16028599441051483 529.4697875976562 523.9561767578125 None None None +8 2011 0.1602744609117508 529.4716796875 523.9584350585938 None None None +8 2012 0.1602606177330017 529.4906005859375 523.9779052734375 None None None +8 2013 0.16024954617023468 529.4876098632812 523.9752807617188 None None None 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0.1515297144651413 527.9325561523438 522.7197875976562 None None None +9 1880 0.15151184797286987 527.9273071289062 522.7151489257812 None None None +9 1881 0.15155315399169922 527.93212890625 522.7185668945312 None None None +9 1882 0.15157124400138855 527.9229736328125 522.7088012695312 None None None +9 1883 0.15156309306621552 527.9544677734375 522.7405395507812 None None None +9 1884 0.15153338015079498 527.9408569335938 522.7279663085938 None None None +9 1885 0.1515314131975174 527.9373779296875 522.724609375 None None None +9 1886 0.15152069926261902 527.9467163085938 522.7343139648438 None None None +9 1887 0.15150676667690277 527.9553833007812 522.743408203125 None None None +9 1888 0.15152069926261902 527.9453125 522.7328491210938 None None None +9 1889 0.15151706337928772 527.9323120117188 522.719970703125 None None None +9 1890 0.15150034427642822 527.9090576171875 522.697265625 None None None +9 1891 0.15149399638175964 527.9017333984375 522.690185546875 None None None +9 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None None +9 1905 0.15149757266044617 527.908935546875 522.6972045898438 None None None +9 1906 0.15150603652000427 527.9117431640625 522.6997680664062 None None None +9 1907 0.15152408182621002 527.927978515625 522.71533203125 None None None +9 1908 0.15153327584266663 527.9408569335938 522.7279052734375 None None None +9 1909 0.15153715014457703 527.9536743164062 522.7406005859375 None None None +9 1910 0.1515764594078064 527.9602661132812 522.745849609375 None None None +9 1911 0.15157820284366608 527.950439453125 522.7359008789062 None None None +9 1912 0.15155470371246338 527.9480590820312 522.7343139648438 None None None +9 1913 0.15157626569271088 527.9505004882812 522.7360229492188 None None None +9 1914 0.15161769092082977 527.96533203125 522.7494506835938 None None None +9 1915 0.15166175365447998 527.9962768554688 522.77880859375 None None None +9 1916 0.1516745388507843 527.9990844726562 522.78125 None None None +9 1917 0.15164774656295776 528.0023193359375 522.785400390625 None None None +9 1918 0.15168866515159607 528.0062255859375 522.787841796875 None None None +9 1919 0.1516708880662918 527.9944458007812 522.7767333984375 None None None +9 1920 0.1516478955745697 527.9830932617188 522.76611328125 None None None +9 1921 0.1516903042793274 527.9853515625 522.7669067382812 None None None +9 1922 0.15169911086559296 528.0128173828125 522.7941284179688 None None None +9 1923 0.15170301496982574 528.0106201171875 522.7918090820312 None None None +9 1924 0.1516929417848587 527.9986572265625 522.7801513671875 None None None +9 1925 0.1516658365726471 528.014404296875 522.796875 None None None +9 1926 0.1516364961862564 528.0256958007812 522.8092041015625 None None None +9 1927 0.15164493024349213 528.02197265625 522.80517578125 None None None +9 1928 0.1516626924276352 528.0183715820312 522.8009643554688 None None None +9 1929 0.15168318152427673 528.02294921875 522.8048095703125 None None None +9 1930 0.151667520403862 528.0220947265625 522.8045043945312 None None None +9 1931 0.15166018903255463 528.0332641601562 522.81591796875 None None None +9 1932 0.15165011584758759 528.0427856445312 522.8258056640625 None None None +9 1933 0.15163801610469818 528.0615234375 522.844970703125 None None None +9 1934 0.15161217749118805 528.0589599609375 522.8433227539062 None None None +9 1935 0.15160712599754333 528.0477905273438 522.8323364257812 None None None +9 1936 0.15162691473960876 528.0363159179688 522.8201293945312 None None None +9 1937 0.1516229510307312 528.029296875 522.8131713867188 None None None +9 1938 0.15160508453845978 528.0250244140625 522.8095703125 None None None +9 1939 0.1515883058309555 528.050537109375 522.8356323242188 None None None +9 1940 0.1516162008047104 528.0430908203125 522.8272705078125 None None None +9 1941 0.15163373947143555 528.0335083007812 522.8170776367188 None None None +9 1942 0.1516490876674652 528.0341796875 522.8171997070312 None None None +9 1943 0.15163952112197876 528.0443115234375 522.8276977539062 None None None +9 1944 0.15162931382656097 528.0421142578125 522.8258666992188 None None None +9 1945 0.15162114799022675 528.0381469726562 522.8221435546875 None None None +9 1946 0.15162548422813416 528.037841796875 522.8217163085938 None None None +9 1947 0.1516161561012268 528.0293579101562 522.8135375976562 None None None +9 1948 0.15159501135349274 527.999755859375 522.7847290039062 None None None +9 1949 0.15159836411476135 528.0084838867188 522.7932739257812 None None None +9 1950 0.15159396827220917 528.0216674804688 522.806640625 None None None +9 1951 0.15163280069828033 528.0353393554688 522.8189697265625 None None None +9 1952 0.15163257718086243 528.028564453125 522.812255859375 None None None +9 1953 0.15162281692028046 528.041015625 522.8250122070312 None None None +9 1954 0.1516062617301941 528.0359497070312 522.820556640625 None None None +9 1955 0.15162697434425354 528.0266723632812 522.8104858398438 None None None +9 1956 0.15161612629890442 528.019287109375 522.8035278320312 None None None +9 1957 0.15164802968502045 528.0286865234375 522.811767578125 None None None +9 1958 0.1516772210597992 528.0148315429688 522.7969360351562 None None None +9 1959 0.15167734026908875 528.0316772460938 522.8137817382812 None None None +9 1960 0.15166382491588593 528.0302734375 522.8128662109375 None None None +9 1961 0.1516706645488739 528.03564453125 522.8179321289062 None None None +9 1962 0.15166549384593964 528.036865234375 522.8193359375 None None None +9 1963 0.15164873003959656 528.0588989257812 522.8419799804688 None None None +9 1964 0.15163932740688324 528.0592041015625 522.8426513671875 None None None +9 1965 0.1516685038805008 528.0851440429688 522.8675537109375 None None None +9 1966 0.15167269110679626 528.0697021484375 522.8519897460938 None None None +9 1967 0.15168340504169464 528.09130859375 522.8731689453125 None None None +9 1968 0.1517084836959839 528.1082153320312 522.8892211914062 None None None +9 1969 0.1516970545053482 528.093505859375 522.875 None None None +9 1970 0.15169553458690643 528.0897827148438 522.871337890625 None None None +9 1971 0.1516810804605484 528.0884399414062 522.8704833984375 None None None +9 1972 0.15167760848999023 528.088134765625 522.8703002929688 None None None +9 1973 0.15171311795711517 528.1212768554688 522.9022216796875 None None None +9 1974 0.15170533955097198 528.1029052734375 522.8840942382812 None None None +9 1975 0.1516972780227661 528.096923828125 522.87841796875 None None None +9 1976 0.15169104933738708 528.0911254882812 522.8728637695312 None None None +9 1977 0.15171536803245544 528.099365234375 522.8801879882812 None None None +9 1978 0.1517399698495865 528.0995483398438 522.8795166015625 None None None +9 1979 0.15171842277050018 528.0957641601562 522.87646484375 None None None +9 1980 0.15170899033546448 528.1023559570312 522.8834228515625 None None None +9 1981 0.15169447660446167 528.1095581054688 522.89111328125 None None None +9 1982 0.151699036359787 528.1163940429688 522.8977661132812 None None None +9 1983 0.15169230103492737 528.12109375 522.9027099609375 None None None +9 1984 0.15168096125125885 528.1325073242188 522.9144897460938 None None None +9 1985 0.15164948999881744 528.1402587890625 522.92333984375 None None None +9 1986 0.15166118741035461 528.125 522.9076538085938 None None None +9 1987 0.15168491005897522 528.1239624023438 522.9058227539062 None None None +9 1988 0.15168777108192444 528.120849609375 522.9026489257812 None None None +9 1989 0.15171046555042267 528.1172485351562 522.8982543945312 None None None +9 1990 0.1517195701599121 528.1099853515625 522.8907470703125 None None None +9 1991 0.1516818255186081 528.1008911132812 522.8829956054688 None None None +9 1992 0.15169170498847961 528.09814453125 522.8798828125 None None None +9 1993 0.1516890525817871 528.0845336914062 522.8663330078125 None None None +9 1994 0.15167789161205292 528.09912109375 522.8812866210938 None None None +9 1995 0.15168839693069458 528.108154296875 522.8899536132812 None None None +9 1996 0.15166613459587097 528.0980834960938 522.8806762695312 None None None +9 1997 0.1516648381948471 528.09326171875 522.8759155273438 None None None +9 1998 0.15165293216705322 528.093505859375 522.8765869140625 None None None +9 1999 0.15169131755828857 528.0988159179688 522.880615234375 None None None +9 2000 0.1516726016998291 528.0814208984375 522.8638305664062 None None None +9 2001 0.15167003870010376 528.0847778320312 522.8673706054688 None None None +9 2002 0.1516619622707367 528.0693359375 522.8521728515625 None None None +9 2003 0.1516677290201187 528.078369140625 522.8609008789062 None None None +9 2004 0.1516568511724472 528.09619140625 522.879150390625 None None None +9 2005 0.15165314078330994 528.0824584960938 522.8655395507812 None None None +9 2006 0.15168942511081696 528.06201171875 522.8438720703125 None None None +9 2007 0.15169434249401093 528.073974609375 522.8555908203125 None None None +9 2008 0.15170039236545563 528.0726318359375 522.85400390625 None None None +9 2009 0.15172046422958374 528.0765380859375 522.8572998046875 None None None +9 2010 0.15174302458763123 528.0751342773438 522.8551025390625 None None None +9 2011 0.15174832940101624 528.0889282226562 522.86865234375 None None None +9 2012 0.1517375409603119 528.0733642578125 522.8534545898438 None None None +9 2013 0.15173377096652985 528.060302734375 522.840576171875 None None None +9 2014 0.15173570811748505 528.0744018554688 522.8545532226562 None None None +9 2015 0.1517551988363266 528.0703735351562 522.849853515625 None None None +9 2016 0.15174591541290283 528.06591796875 522.8458251953125 None None None +9 2017 0.15175241231918335 528.0771484375 522.8568115234375 None None None +9 2018 0.15175184607505798 528.0879516601562 522.8676147460938 None None None +9 2019 0.15177308022975922 528.089111328125 522.8680419921875 None None None +9 2020 0.15178243815898895 528.1095581054688 522.88818359375 None None None +9 2021 0.1517704278230667 528.136962890625 522.916015625 None None None +9 2022 0.151789590716362 528.1555786132812 522.9339599609375 None None None +9 2023 0.15179286897182465 528.151123046875 522.9293212890625 None None None +9 2024 0.15179365873336792 528.1456909179688 522.923828125 None None None +9 2025 0.1518019586801529 528.1611328125 522.9389038085938 None None None +9 2026 0.15185290575027466 528.1557006835938 522.9318237304688 None None None +9 2027 0.15184104442596436 528.15576171875 522.9322509765625 None None None +9 2028 0.15185929834842682 528.1395874023438 522.9154663085938 None None None +9 2029 0.15186025202274323 528.1453857421875 522.9212036132812 None None None +9 2030 0.15186373889446259 528.1343383789062 522.9100341796875 None None None +9 2031 0.15191501379013062 528.1483154296875 522.9222412109375 None None None +9 2032 0.15192709863185883 528.150146484375 522.9236450195312 None None None +9 2033 0.15192683041095734 528.1613159179688 522.934814453125 None None None +9 2034 0.15191106498241425 528.1583251953125 522.9323120117188 None None None +9 2035 0.15190774202346802 528.1519775390625 522.9260864257812 None None None +9 2036 0.1519104689359665 528.1511840820312 522.9251708984375 None None None +9 2037 0.15191368758678436 528.1491088867188 522.9230346679688 None None None +9 2038 0.15190449357032776 528.136474609375 522.9107055664062 None None None +9 2039 0.15189196169376373 528.14453125 522.919189453125 None None None +9 2040 0.1518797129392624 528.1461181640625 522.9212036132812 None None None +9 2041 0.15188997983932495 528.13525390625 522.909912109375 None None None +9 2042 0.15189020335674286 528.1289672851562 522.9036254882812 None None None +9 2043 0.15189269185066223 528.1210327148438 522.8955688476562 None None None +9 2044 0.1518968641757965 528.126953125 522.9013671875 None None None +9 2045 0.1519153118133545 528.132080078125 522.90576171875 None None None +9 2046 0.15190725028514862 528.123046875 522.8970336914062 None None None +9 2047 0.1519208699464798 528.1150512695312 522.8886108398438 None None None +9 2048 0.15190905332565308 528.1129150390625 522.8869018554688 None None None +9 2049 0.15192092955112457 528.096923828125 522.8704833984375 None None None +9 2050 0.15190131962299347 528.1132202148438 522.8875122070312 None None None +9 2051 0.15187838673591614 528.1156005859375 522.8906860351562 None None None +9 2052 0.1518651396036148 528.1251831054688 522.9007568359375 None None None +9 2053 0.1518430858850479 528.1128540039062 522.88916015625 None None None +9 2054 0.1518457978963852 528.128173828125 522.9044189453125 None None None +9 2055 0.15183618664741516 528.145751953125 522.9223022460938 None None None +9 2056 0.15183493494987488 528.1387939453125 522.9153442382812 None None None +9 2057 0.15185865759849548 528.1538696289062 522.9296264648438 None None None +9 2058 0.15186285972595215 528.1625366210938 522.9381103515625 None None None +9 2059 0.15185317397117615 528.1698608398438 522.94580078125 None None None +9 2060 0.15183822810649872 528.1718139648438 522.9482421875 None None None +9 2061 0.15182572603225708 528.1749877929688 522.9517822265625 None None None +9 2062 0.15179966390132904 528.1845703125 522.9623413085938 None None None +9 2063 0.1518072932958603 528.1783447265625 522.9558715820312 None None None +9 2064 0.15179000794887543 528.2042236328125 522.9822998046875 None None None +9 2065 0.15179352462291718 528.2254028320312 523.00341796875 None None None +9 2066 0.15179137885570526 528.2142333984375 522.9923095703125 None None None +9 2067 0.15177986025810242 528.2106323242188 522.9891357421875 None None None +9 2068 0.15178059041500092 528.2246704101562 523.003173828125 None None None +9 2069 0.1517864316701889 528.2333984375 523.01171875 None None None +9 2070 0.1517726480960846 528.2225341796875 523.0014038085938 None None None +9 2071 0.15175789594650269 528.2207641601562 523.0000610351562 None None None +9 2072 0.15175744891166687 528.2088623046875 522.9880981445312 None None None +9 2073 0.15175791084766388 528.1961669921875 522.9754638671875 None None None +9 2074 0.1517764776945114 528.1785888671875 522.9572143554688 None None None +9 2075 0.15175175666809082 528.18115234375 522.9606323242188 None None None +9 2076 0.15172329545021057 528.186767578125 522.96728515625 None None None +9 2077 0.1517181694507599 528.1940307617188 522.9746704101562 None None None +9 2078 0.15171103179454803 528.2017822265625 522.9827270507812 None None None +9 2079 0.15170182287693024 528.2188110351562 523.0001220703125 None None None +9 2080 0.15168437361717224 528.1948852539062 522.976806640625 None None None +9 2081 0.15167593955993652 528.1965942382812 522.9788208007812 None None None +9 2082 0.1516653150320053 528.1976318359375 522.9802856445312 None None None +9 2083 0.15166541934013367 528.2006225585938 522.9832153320312 None None None +9 2084 0.15165691077709198 528.2078247070312 522.99072265625 None None None +9 2085 0.15162412822246552 528.210693359375 522.9947509765625 None None None +9 2086 0.1516105681657791 528.2131958007812 522.9976806640625 None None None +9 2087 0.15159083902835846 528.2266235351562 523.01171875 None None None +9 2088 0.1516045331954956 528.2061767578125 522.9907836914062 None None None +9 2089 0.15162551403045654 528.2178955078125 523.0018310546875 None None None +9 2090 0.1516111195087433 528.1908569335938 522.9752197265625 None None None +9 2091 0.15161867439746857 528.1959228515625 522.9800415039062 None None None +9 2092 0.1516193449497223 528.1793823242188 522.9634399414062 None None None +9 2093 0.15162406861782074 528.166259765625 522.9501953125 None None None +9 2094 0.15161263942718506 528.156494140625 522.9408569335938 None None None +9 2095 0.15161335468292236 528.1549682617188 522.9392700195312 None None None +9 2096 0.15164093673229218 528.162353515625 522.9456787109375 None None None +9 2097 0.15162096917629242 528.1563110351562 522.9403686523438 None None None +9 2098 0.15160609781742096 528.1431274414062 522.927734375 None None None +9 2099 0.15160411596298218 528.1290283203125 522.9136962890625 None None None +9 2100 0.15157967805862427 528.115234375 522.9007568359375 None None None +9 2101 0.15159961581230164 528.1089477539062 522.893798828125 None None None +9 2102 0.15159012377262115 528.0987548828125 522.8838500976562 None None None +9 2103 0.1515912562608719 528.0888671875 522.8739624023438 None None None +9 2104 0.15157608687877655 528.0689086914062 522.8544921875 None None None +9 2105 0.151555597782135 528.0672607421875 522.8535766601562 None None None +9 2106 0.15154984593391418 528.060546875 522.8470458984375 None None None +9 2107 0.151555135846138 528.04248046875 522.828857421875 None None None +9 2108 0.15153948962688446 528.0415649414062 522.8284912109375 None None None +9 2109 0.15153157711029053 528.0443115234375 522.8314819335938 None None None +9 2110 0.1515461504459381 528.042724609375 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0.14321009814739227 526.3873901367188 521.4607543945312 None None None +10 2000 0.14319047331809998 526.3800048828125 521.4540405273438 None None None +10 2001 0.14319570362567902 526.385986328125 521.4598999023438 None None None +10 2002 0.14319336414337158 526.3895263671875 521.4635009765625 None None None +10 2003 0.14317519962787628 526.3981323242188 521.4727172851562 None None None +10 2004 0.14317381381988525 526.3838500976562 521.45849609375 None None None +10 2005 0.143168643116951 526.3917236328125 521.4666137695312 None None None +10 2006 0.14316096901893616 526.3926391601562 521.4677124023438 None None None +10 2007 0.14316074550151825 526.3977661132812 521.472900390625 None None None +10 2008 0.14315274357795715 526.3953247070312 521.470703125 None None None +10 2009 0.14312845468521118 526.3865356445312 521.4628295898438 None None None +10 2010 0.1431148797273636 526.38330078125 521.4600219726562 None None None +10 2011 0.14311398565769196 526.3951416015625 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0.14302556216716766 526.3765869140625 521.4564208984375 None None None +10 2025 0.14306019246578217 526.38330078125 521.4619750976562 None None None +10 2026 0.1430787295103073 526.3955688476562 521.4736938476562 None None None +10 2027 0.14308562874794006 526.4030151367188 521.4808959960938 None None None +10 2028 0.1430927962064743 526.404541015625 521.482177734375 None None None +10 2029 0.14309215545654297 526.4091796875 521.48681640625 None None None +10 2030 0.14311248064041138 526.4017333984375 521.478759765625 None None None +10 2031 0.14310863614082336 526.39892578125 521.47607421875 None None None +10 2032 0.1431279331445694 526.4050903320312 521.4815673828125 None None None +10 2033 0.14315325021743774 526.4324951171875 521.508056640625 None None None +10 2034 0.14316973090171814 526.4339599609375 521.5089111328125 None None None +10 2035 0.14318270981311798 526.437744140625 521.51220703125 None None None +10 2036 0.14318621158599854 526.4423828125 521.5167846679688 None 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0.1293630301952362 525.218994140625 520.7683715820312 None None None +12 1833 0.12935762107372284 525.2013549804688 520.7509765625 None None None +12 1834 0.1293586939573288 525.2081298828125 520.7576904296875 None None None +12 1835 0.12935374677181244 525.2015991210938 520.7512817382812 None None None +12 1836 0.1293567270040512 525.2426147460938 520.792236328125 None None None +12 1837 0.12934674322605133 525.232421875 520.7824096679688 None None None +12 1838 0.12933449447155 525.2295532226562 520.7799682617188 None None None +12 1839 0.1293497383594513 525.224609375 520.7744750976562 None None None +12 1840 0.12934255599975586 525.2614135742188 520.8114624023438 None None None +12 1841 0.12932638823986053 525.2484741210938 520.7991333007812 None None None +12 1842 0.1293114423751831 525.269775390625 520.8209228515625 None None None +12 1843 0.1292967051267624 525.2964477539062 520.8480834960938 None None None +12 1844 0.12931238114833832 525.3194580078125 520.87060546875 None None None +12 1845 0.12933127582073212 525.31591796875 520.8663940429688 None None None +12 1846 0.12930744886398315 525.3165283203125 520.8678588867188 None None None +12 1847 0.12929758429527283 525.30517578125 520.8568115234375 None None None +12 1848 0.12933847308158875 525.3096313476562 520.85986328125 None None None +12 1849 0.1293509155511856 525.3187255859375 520.8684692382812 None None None +12 1850 0.12933841347694397 525.3023681640625 520.8526000976562 None None None +12 1851 0.12932655215263367 525.299072265625 520.8496704101562 None None None +12 1852 0.12932628393173218 525.2979125976562 520.8485107421875 None None None +12 1853 0.12933193147182465 525.3067016601562 520.8571166992188 None None None +12 1854 0.12932519614696503 525.3058471679688 520.8565063476562 None None None +12 1855 0.12931464612483978 525.2893676757812 520.84033203125 None None None +12 1856 0.12932255864143372 525.2922973632812 520.8430786132812 None None None +12 1857 0.129330113530159 525.2894287109375 520.8399047851562 None None None +12 1858 0.12933099269866943 525.2734375 520.8238525390625 None None None +12 1859 0.12932704389095306 525.264892578125 520.8154907226562 None None None +12 1860 0.12933798134326935 525.269287109375 520.8195190429688 None None None +12 1861 0.1293231099843979 525.2776489257812 520.828369140625 None None None +12 1862 0.12935301661491394 525.2628173828125 520.8125 None None None +12 1863 0.1293732225894928 525.26611328125 520.8150634765625 None None None +12 1864 0.12940862774848938 525.241943359375 520.7897338867188 None None None +12 1865 0.12941719591617584 525.256103515625 520.8035888671875 None None None +12 1866 0.12940256297588348 525.247314453125 520.7953491210938 None None None +12 1867 0.12941309809684753 525.2488403320312 520.7965087890625 None None None +12 1868 0.12942053377628326 525.24169921875 520.7891235351562 None None None +12 1869 0.12940095365047455 525.2349853515625 520.7830200195312 None None None +12 1870 0.1293964982032776 525.2284545898438 520.776611328125 None None None +12 1871 0.1294008046388626 525.2278442382812 520.77587890625 None None None +12 1872 0.12943993508815765 525.2437133789062 520.7904052734375 None None None +12 1873 0.12944790720939636 525.24658203125 520.7930297851562 None None None +12 1874 0.12945526838302612 525.2579956054688 520.80419921875 None None None +12 1875 0.1294526308774948 525.2403564453125 520.7866821289062 None None None +12 1876 0.12947812676429749 525.2368774414062 520.7822875976562 None None None +12 1877 0.1294706165790558 525.2474365234375 520.7931518554688 None None None +12 1878 0.12944835424423218 525.2373046875 520.7838134765625 None None None +12 1879 0.12945103645324707 525.2451171875 520.79150390625 None None None +12 1880 0.1294565349817276 525.2506103515625 520.796875 None None None +12 1881 0.1294567584991455 525.2501831054688 520.7964477539062 None None None +12 1882 0.1294642984867096 525.2359008789062 520.7819213867188 None None None +12 1883 0.12944649159908295 525.2526245117188 520.7992553710938 None None None +12 1884 0.12945549190044403 525.23974609375 520.7860717773438 None None None +12 1885 0.12948395311832428 525.2535400390625 520.7988891601562 None None None +12 1886 0.12948597967624664 525.245849609375 520.7911376953125 None None None +12 1887 0.12949885427951813 525.2615966796875 520.806396484375 None None None +12 1888 0.12952369451522827 525.2750854492188 520.8190307617188 None None None +12 1889 0.12951432168483734 525.268798828125 520.8131103515625 None None None +12 1890 0.12949782609939575 525.2702026367188 520.8150634765625 None None None +12 1891 0.12950311601161957 525.2791748046875 520.8238525390625 None None None +12 1892 0.1295090615749359 525.2761840820312 520.8206787109375 None None None +12 1893 0.1295306533575058 525.2874755859375 520.8311767578125 None None None +12 1894 0.12954458594322205 525.2774658203125 520.8206787109375 None None None +12 1895 0.12952430546283722 525.257080078125 520.801025390625 None None None +12 1896 0.12951093912124634 525.2334594726562 520.77783203125 None None None +12 1897 0.1295076459646225 525.2242431640625 520.768798828125 None None None +12 1898 0.12949028611183167 525.2150268554688 520.7601318359375 None None None +12 1899 0.12949693202972412 525.21240234375 520.7572631835938 None None None +12 1900 0.129490464925766 525.220703125 520.7658081054688 None None None +12 1901 0.1294906586408615 525.2221069335938 520.7672119140625 None None None +12 1902 0.1294662058353424 525.2162475585938 520.76220703125 None None None +12 1903 0.1294679045677185 525.20361328125 520.7494506835938 None None None +12 1904 0.12945656478405 525.2047729492188 520.7510375976562 None None None +12 1905 0.1294669210910797 525.2147216796875 520.7606201171875 None None None +12 1906 0.12947891652584076 525.2044677734375 520.7499389648438 None None None +12 1907 0.12947596609592438 525.18994140625 520.7355346679688 None None None +12 1908 0.1294659823179245 525.1770629882812 520.7230224609375 None None None +12 1909 0.1294795274734497 525.1741943359375 520.7197265625 None None None +12 1910 0.1294897198677063 525.1837768554688 520.7288818359375 None None None +12 1911 0.12948191165924072 525.1998291015625 520.7452392578125 None None None +12 1912 0.12950065732002258 525.185791015625 520.7305908203125 None None None +12 1913 0.12948006391525269 525.2039184570312 520.7493896484375 None None None +12 1914 0.1294778734445572 525.1936645507812 520.7392578125 None None None +12 1915 0.12946102023124695 525.1912231445312 520.7373657226562 None None None +12 1916 0.12945584952831268 525.201904296875 520.748291015625 None None None +12 1917 0.12946295738220215 525.2077026367188 520.7538452148438 None None None +12 1918 0.12948642671108246 525.2045288085938 520.7498168945312 None None None +12 1919 0.12952974438667297 525.1968994140625 520.74072265625 None None None +12 1920 0.12950345873832703 525.217041015625 520.7617797851562 None None None +12 1921 0.12949660420417786 525.2146606445312 520.7596435546875 None None None +12 1922 0.12950639426708221 525.2223510742188 520.7669677734375 None None None +12 1923 0.1295105367898941 525.2147216796875 520.7592163085938 None None None +12 1924 0.12951713800430298 525.2380981445312 520.7823486328125 None None None +12 1925 0.12950120866298676 525.246337890625 520.7911376953125 None None None +12 1926 0.1294766217470169 525.2445068359375 520.7901611328125 None None None +12 1927 0.1294664740562439 525.2517700195312 520.7977905273438 None None None +12 1928 0.12948650121688843 525.2619018554688 520.8071899414062 None None None +12 1929 0.12948639690876007 525.2623901367188 520.8076782226562 None None None +12 1930 0.12947531044483185 525.250732421875 520.79638671875 None None None +12 1931 0.12945090234279633 525.2254028320312 520.7719116210938 None None None +12 1932 0.12942886352539062 525.2153930664062 520.7626953125 None None None +12 1933 0.12943027913570404 525.2205200195312 520.7677612304688 None None None +12 1934 0.12941524386405945 525.2174682617188 520.7652587890625 None None None +12 1935 0.12942706048488617 525.2145385742188 520.7619018554688 None None None +12 1936 0.1294184923171997 525.1976318359375 520.7453002929688 None None None +12 1937 0.12946940958499908 525.203125 520.7490234375 None None None +12 1938 0.1294853687286377 525.1925659179688 520.7379150390625 None None None +12 1939 0.1294994354248047 525.1840209960938 520.7288818359375 None None None +12 1940 0.1294851154088974 525.1828002929688 520.7281494140625 None None None +12 1941 0.12949098646640778 525.1651611328125 520.7103271484375 None None None +12 1942 0.1294959932565689 525.1702270507812 520.7152099609375 None None None +12 1943 0.1294969618320465 525.1748657226562 520.7198486328125 None None None +12 1944 0.12949153780937195 525.1922607421875 520.7374267578125 None None None +12 1945 0.12949232757091522 525.20166015625 520.7467651367188 None None None +12 1946 0.12949199974536896 525.19921875 520.744384765625 None None None +12 1947 0.1294861137866974 525.19091796875 520.736328125 None None None +12 1948 0.12950925529003143 525.1770629882812 520.7216186523438 None None None +12 1949 0.12950368225574493 525.1953125 520.7400512695312 None None None +12 1950 0.12948188185691833 525.191650390625 520.7371215820312 None None None +12 1951 0.1294996738433838 525.1829223632812 520.727783203125 None None None +12 1952 0.12950366735458374 525.1779174804688 520.72265625 None None None +12 1953 0.1295136660337448 525.1603393554688 520.7047119140625 None None None +12 1954 0.12950536608695984 525.1697387695312 520.71435546875 None None None +12 1955 0.12952502071857452 525.1737670898438 520.7177124023438 None None None +12 1956 0.12954822182655334 525.1686401367188 520.7118530273438 None None None +12 1957 0.12957432866096497 525.1660766601562 520.7083740234375 None None None +12 1958 0.12958580255508423 525.1832275390625 520.72509765625 None None None +12 1959 0.12958931922912598 525.1915283203125 520.7332763671875 None None None +12 1960 0.12960602343082428 525.1769409179688 520.7181396484375 None None None +12 1961 0.12961013615131378 525.1785278320312 520.7195434570312 None None None +12 1962 0.12959611415863037 525.1595458984375 520.7010498046875 None None None +12 1963 0.129606693983078 525.1514282226562 520.6925659179688 None None None +12 1964 0.1296112835407257 525.154052734375 520.695068359375 None None None +12 1965 0.12961030006408691 525.1506958007812 520.6917724609375 None None None +12 1966 0.12961933016777039 525.1451416015625 520.6858520507812 None None None +12 1967 0.1296301931142807 525.1736450195312 520.7139892578125 None None None +12 1968 0.12966056168079376 525.1680908203125 520.7073974609375 None None None +12 1969 0.12965218722820282 525.1594848632812 520.6990356445312 None None None +12 1970 0.12964549660682678 525.1761474609375 520.7160034179688 None None None +12 1971 0.12962467968463898 525.1849975585938 520.7255249023438 None None None +12 1972 0.12962126731872559 525.184814453125 520.7254638671875 None None None +12 1973 0.12960942089557648 525.1900024414062 520.7310180664062 None None None +12 1974 0.12964989244937897 525.1817016601562 520.7213745117188 None None None +12 1975 0.129638209939003 525.16796875 520.7080078125 None None None +12 1976 0.1296476572751999 525.171142578125 520.7108764648438 None None None +12 1977 0.1296302229166031 525.14990234375 520.690185546875 None None None +12 1978 0.12962810695171356 525.148193359375 520.6885986328125 None None None +12 1979 0.12962600588798523 525.1492919921875 520.6897583007812 None None None +12 1980 0.12962648272514343 525.1409912109375 520.681396484375 None None None +12 1981 0.12963472306728363 525.16259765625 520.7028198242188 None None None +12 1982 0.12963458895683289 525.1575927734375 520.69775390625 None None None +12 1983 0.12962785363197327 525.1620483398438 520.7024536132812 None None None +12 1984 0.1296347677707672 525.171630859375 520.7117919921875 None None None +12 1985 0.12962409853935242 525.1779174804688 520.7184448242188 None None None +12 1986 0.12962648272514343 525.16748046875 520.7079467773438 None None None +12 1987 0.12961487472057343 525.1715698242188 520.7124633789062 None None None +12 1988 0.12964552640914917 525.16796875 520.7078247070312 None None None +12 1989 0.12965039908885956 525.1693115234375 520.708984375 None None None +12 1990 0.12964268028736115 525.1762084960938 520.7161865234375 None None None +12 1991 0.1296471506357193 525.18505859375 520.724853515625 None None None +12 1992 0.12966740131378174 525.1727294921875 520.7117919921875 None None None +12 1993 0.12968187034130096 525.16162109375 520.7001342773438 None None None +12 1994 0.12967577576637268 525.1815795898438 520.7203369140625 None None None +12 1995 0.12967301905155182 525.1823120117188 520.72119140625 None None None +12 1996 0.12968461215496063 525.1906127929688 520.7290649414062 None None None +12 1997 0.12968631088733673 525.1810913085938 520.719482421875 None None None +12 1998 0.12968894839286804 525.1932373046875 520.7315063476562 None None None +12 1999 0.12967795133590698 525.17724609375 520.7158813476562 None None None +12 2000 0.1296968311071396 525.1973266601562 520.7352905273438 None None None +12 2001 0.1296720802783966 525.1909790039062 520.7297973632812 None None None +12 2002 0.12967312335968018 525.1792602539062 520.718017578125 None None None +12 2003 0.12966160476207733 525.1587524414062 520.6979370117188 None None None +12 2004 0.12963183224201202 525.1528930664062 520.6930541992188 None None None +12 2005 0.12962296605110168 525.159912109375 520.700439453125 None None None +12 2006 0.1296168565750122 525.1576538085938 520.6983642578125 None None None +12 2007 0.12963378429412842 525.1553955078125 520.695556640625 None None None +12 2008 0.12961725890636444 525.1641235351562 520.704833984375 None None None +12 2009 0.12961001694202423 525.1576538085938 520.6986083984375 None None None +12 2010 0.12960700690746307 525.1703491210938 520.7113647460938 None None None +12 2011 0.1295945942401886 525.1798706054688 520.7213745117188 None None None +12 2012 0.12960116565227509 525.195556640625 520.73681640625 None None None +12 2013 0.12959454953670502 525.1993408203125 520.7409057617188 None None None +12 2014 0.1295882910490036 525.2199096679688 520.7616577148438 None None None +12 2015 0.12958307564258575 525.2218627929688 520.7637939453125 None None None +12 2016 0.12957614660263062 525.2255859375 520.7677612304688 None None None +12 2017 0.12957310676574707 525.2261962890625 520.7685546875 None None None +12 2018 0.12956982851028442 525.2241821289062 520.7666015625 None None None +12 2019 0.1295924037694931 525.2176513671875 520.75927734375 None None None +12 2020 0.1295982003211975 525.2074584960938 520.7489013671875 None None None +12 2021 0.12959924340248108 525.1998291015625 520.7412109375 None None None +12 2022 0.12961064279079437 525.1768188476562 520.7178955078125 None None None +12 2023 0.12960107624530792 525.1779174804688 520.7192993164062 None None None +12 2024 0.12958180904388428 525.1753540039062 520.7174072265625 None None None +12 2025 0.1295763999223709 525.1860961914062 520.728271484375 None None None +12 2026 0.12957751750946045 525.1829833984375 520.72509765625 None None None +12 2027 0.1295699030160904 525.1793823242188 520.7216796875 None None None +12 2028 0.12955334782600403 525.1693115234375 520.712158203125 None None None +12 2029 0.1295386403799057 525.1552124023438 520.6986694335938 None None None +12 2030 0.1295531988143921 525.1634521484375 520.7064208984375 None None None +12 2031 0.12954576313495636 525.1749877929688 520.7182006835938 None None None +12 2032 0.12953931093215942 525.1708984375 520.71435546875 None None None +12 2033 0.12956851720809937 525.1697998046875 520.7122802734375 None None None +12 2034 0.1295635998249054 525.1666259765625 520.7092895507812 None None None +12 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0.10530772805213928 519.746337890625 516.1241455078125 None None None +13 1918 0.1053238958120346 519.7452392578125 516.1224975585938 None None None +13 1919 0.10535963624715805 519.7484741210938 516.1244506835938 None None None +13 1920 0.10536674410104752 519.76123046875 516.136962890625 None None None +13 1921 0.10536487400531769 519.7872924804688 516.1630859375 None None None +13 1922 0.10536551475524902 519.7759399414062 516.1517333984375 None None None +13 1923 0.10538696497678757 519.7774047851562 516.1524047851562 None None None +13 1924 0.10539209842681885 519.7904663085938 516.1653442382812 None None None +13 1925 0.1053883358836174 519.7791137695312 516.1541137695312 None None None +13 1926 0.10537612438201904 519.7828369140625 516.1582641601562 None None None +13 1927 0.10536079108715057 519.7789916992188 516.1549072265625 None None None +13 1928 0.1053602397441864 519.7952880859375 516.1712646484375 None None None +13 1929 0.10536571592092514 519.7898559570312 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519.7738037109375 516.150634765625 None None None +13 1968 0.1053415834903717 519.7736206054688 516.1503295898438 None None None +13 1969 0.10535085201263428 519.7857055664062 516.162109375 None None None +13 1970 0.10534024983644485 519.7772216796875 516.1539916992188 None None None +13 1971 0.10534337162971497 519.7850952148438 516.1617431640625 None None None +13 1972 0.10536380112171173 519.7974853515625 516.1734619140625 None None None +13 1973 0.10536210983991623 519.7997436523438 516.1757202148438 None None None +13 1974 0.10534092038869858 519.795166015625 516.171875 None None None +13 1975 0.10536303371191025 519.7933959960938 516.1693725585938 None None None +13 1976 0.10535623133182526 519.7997436523438 516.1759643554688 None None None +13 1977 0.10534412413835526 519.8023071289062 516.1788940429688 None None None +13 1978 0.10534396022558212 519.8099365234375 516.1865844726562 None None None +13 1979 0.10533899068832397 519.8087158203125 516.1854858398438 None None None +13 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0.08854571729898453 515.2784423828125 512.2328491210938 None None None +15 2014 0.08853312581777573 515.2820434570312 512.2368774414062 None None None +15 2015 0.0885508581995964 515.2884521484375 512.2426147460938 None None None +15 2016 0.08855604380369186 515.2704467773438 512.2244262695312 None None None +15 2017 0.0885591134428978 515.2684326171875 512.2223510742188 None None None +15 2018 0.08855003118515015 515.2576293945312 512.2117919921875 None None None +15 2019 0.0885332003235817 515.26025390625 512.2150268554688 None None None +15 2020 0.08853064477443695 515.2691650390625 512.2240600585938 None None None +15 2021 0.08852041512727737 515.2792358398438 512.2344970703125 None None None +15 2022 0.08851784467697144 515.2706298828125 512.2259521484375 None None None +15 2023 0.08850675821304321 515.2789916992188 512.2346801757812 None None None +15 2024 0.0885000005364418 515.2861938476562 512.2421264648438 None None None +15 2025 0.08849837630987167 515.2924194335938 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None None None +16 1966 0.0839303731918335 514.6427612304688 511.7552490234375 None None None +16 1967 0.08391477912664413 514.62890625 511.741943359375 None None None +16 1968 0.08391241729259491 514.6245727539062 511.73773193359375 None None None +16 1969 0.08393298834562302 514.623779296875 511.7362365722656 None None None +16 1970 0.08394337445497513 514.6355590820312 511.7475891113281 None None None +16 1971 0.08396776765584946 514.6511840820312 511.76239013671875 None None None +16 1972 0.08397527039051056 514.67138671875 511.7823181152344 None None None +16 1973 0.08397220820188522 514.6715698242188 511.7825927734375 None None None +16 1974 0.083963543176651 514.6566772460938 511.76800537109375 None None None +16 1975 0.08396442979574203 514.6544799804688 511.76580810546875 None None None +16 1976 0.08395741134881973 514.6317138671875 511.7432861328125 None None None +16 1977 0.08394435048103333 514.644287109375 511.75628662109375 None None None +16 1978 0.08393950760364532 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b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ea3694f2add57558cf5646b567e16229e382c5e --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_3/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/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.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_data_params.tsv b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..2dc9b42430308e2724db2e8e23c40a621d2f1c13 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 81.0 +counts_sum_max_thresh 2874.61 +trainings_pts_post_thresh 160245 diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b524c2eeb125fb9c84d87cf9dbe5e2180b9904 --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_3/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_3/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_model_params.tsv b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..baec9d4fbe1d3cf71c5ae5f1d95f18d46599a8bd --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 34.4 +filters 512 +n_dil_layers 8 +bias_model_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..56e4da95e6453cf1762c35e1180776fcc66dee3c --- /dev/null +++ b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_3/chrombpnet_wo_bias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_3/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.epoch_loss.csv b/fold_3/logs.models.fold_3.ENCSR619LHF/logfile.modelling.fold_3.ENCSR619LHF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..865f4968690a2adf4d1e7abbea2c1bde76984b98 --- /dev/null +++ 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0000000000000000000000000000000000000000..3cee41b13190da9b97a58a91608d446bcf542b02 --- /dev/null +++ b/fold_3/model.chrombpnet_nobias.fold_3.ENCSR619LHF.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3733a7e3b0fb2bb435ad0138a6f3f6ccc2789917103125db98574f9b329f31b0 +size 26060800 diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.args.json b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.args.json new file mode 100644 index 0000000000000000000000000000000000000000..2a60eb4ee5a99bfc53118653321e95cda72d4cc0 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.args.json @@ -0,0 +1,23 @@ +{ + "genome": "/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa", + "bigwig": "/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//preprocessing/bigWigs/ENCSR619LHF.bigWig", + "peaks": 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"/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py" +} \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.batch_loss.tsv b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.batch_loss.tsv new file mode 100644 index 0000000000000000000000000000000000000000..73bccf774b637d5b502a6d5b20d5f60226e7e170 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.batch_loss.tsv @@ -0,0 +1,37025 @@ +Epoch Batch logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +0 0 1.10137140750885 599.7513427734375 562.3046875 None None None +0 1 1.2985374927520752 668.1240234375 623.9737548828125 None None None +0 2 1.1480616331100464 668.9415283203125 629.9074096679688 None None None +0 3 271.6327819824219 9866.6162109375 631.1026611328125 None None None +0 4 217.45138549804688 8017.7578125 624.4119262695312 None None None +0 5 181.3972625732422 6784.02734375 616.5219116210938 None None None +0 6 155.62649536132812 5897.32421875 606.0242919921875 None None None +0 7 136.35806274414062 5245.5234375 609.3497924804688 None None None +0 8 121.3402099609375 4728.61865234375 603.0515747070312 None None None +0 9 109.33012390136719 4318.41357421875 601.1892700195312 None None None +0 10 99.54055786132812 3988.5693359375 604.1901245117188 None None None +0 11 91.34517669677734 3708.166015625 602.4301147460938 None None None +0 12 84.3997802734375 3469.424072265625 599.831298828125 None None None +0 13 78.44734954833984 3263.904296875 596.6942749023438 None None None +0 14 73.30110931396484 3088.314208984375 596.0767211914062 None None None +0 15 68.78756713867188 2932.479248046875 593.7018432617188 None None None +0 16 64.81713104248047 2797.52783203125 593.7453002929688 None None None +0 17 61.26704788208008 2673.67529296875 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None +0 31 34.93239974975586 1762.1944580078125 574.4928588867188 None None None +0 32 33.91254425048828 1727.9324951171875 574.906005859375 None None None +0 33 32.9454460144043 1693.9150390625 573.7698974609375 None None None +0 34 32.03647994995117 1663.1192626953125 573.8790893554688 None None None +0 35 31.17570686340332 1633.214599609375 573.240478515625 None None None +0 36 30.3637638092041 1605.533447265625 573.1654052734375 None None None +0 37 29.580659866333008 1576.59619140625 570.8536987304688 None None None +0 38 28.851924896240234 1552.2025146484375 571.2369995117188 None None None +0 39 28.156352996826172 1528.4283447265625 571.1122436523438 None None None +0 40 27.497940063476562 1506.16064453125 571.2305908203125 None None None +0 41 26.868684768676758 1484.616943359375 571.0817260742188 None None None +0 42 26.2802677154541 1466.4949951171875 572.9658203125 None None None +0 43 25.714860916137695 1448.385986328125 574.0806274414062 None None None +0 44 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1.1715154647827148 593.2321166992188 553.4008178710938 None None None +0 1995 1.171034336090088 593.2168579101562 553.4019775390625 None None None +0 1996 1.1705621480941772 593.1812133789062 553.3823852539062 None None None +0 1997 1.1701074838638306 593.131591796875 553.3482666015625 None None None +0 1998 1.1696631908416748 593.104248046875 553.3360595703125 None None None +0 1999 1.1692448854446411 593.0924072265625 553.33837890625 None None None +0 2000 1.1687922477722168 593.0579223632812 553.3192749023438 None None None +0 2001 1.1684019565582275 593.0717163085938 553.3463134765625 None None None +0 2002 1.1679378747940063 593.0537719726562 553.3441162109375 None None None +0 2003 1.1675070524215698 593.0505981445312 553.3556518554688 None None None +0 2004 1.167083740234375 593.0402221679688 553.3596801757812 None None None +0 2005 1.1666557788848877 593.009521484375 553.3435668945312 None None None +0 2006 1.166228175163269 592.9963989257812 553.344970703125 None None None +0 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530.0305786132812 523.4452514648438 None None None +5 1872 0.19366341829299927 530.0156860351562 523.4310913085938 None None None +5 1873 0.19369862973690033 530.0142211914062 523.428466796875 None None None +5 1874 0.1937057077884674 530.0167846679688 523.4307861328125 None None None +5 1875 0.1937151998281479 530.0247192382812 523.4383544921875 None None None +5 1876 0.19370968639850616 530.0437622070312 523.4575805664062 None None None +5 1877 0.19370925426483154 530.0445556640625 523.4583740234375 None None None +5 1878 0.1937287300825119 530.0670776367188 523.480224609375 None None None +5 1879 0.19370704889297485 530.0813598632812 523.4952392578125 None None None +5 1880 0.1936975121498108 530.08203125 523.4962768554688 None None None +5 1881 0.1936933994293213 530.0697631835938 523.484130859375 None None None +5 1882 0.19367733597755432 530.0548706054688 523.4698486328125 None None None +5 1883 0.1936734914779663 530.076416015625 523.491455078125 None None None +5 1884 0.19365523755550385 530.0526733398438 523.4683227539062 None None None +5 1885 0.1936495006084442 530.0679931640625 523.4838256835938 None None None +5 1886 0.19362317025661469 530.0635375976562 523.480224609375 None None None +5 1887 0.19361025094985962 530.0440063476562 523.461181640625 None None None +5 1888 0.1936129778623581 530.0576171875 523.4747314453125 None None None +5 1889 0.19359846413135529 530.057373046875 523.4749755859375 None None None +5 1890 0.19358313083648682 530.0598754882812 523.47802734375 None None None +5 1891 0.19357262551784515 530.0852661132812 523.5037841796875 None None None +5 1892 0.19358687102794647 530.0791625976562 523.4971313476562 None None None +5 1893 0.19357536733150482 530.0906372070312 523.5090942382812 None None None +5 1894 0.19355526566505432 530.0662841796875 523.4853515625 None None None +5 1895 0.19350825250148773 530.056640625 523.4773559570312 None None None +5 1896 0.19346265494823456 530.0576171875 523.4798583984375 None None None 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None None +5 1910 0.19332554936408997 530.0602416992188 523.487060546875 None None None +5 1911 0.19333089888095856 530.0518798828125 523.4785766601562 None None None +5 1912 0.19333407282829285 530.0523071289062 523.4788818359375 None None None +5 1913 0.19332115352153778 530.0520629882812 523.4790649414062 None None None +5 1914 0.19329731166362762 530.0463256835938 523.4741821289062 None None None +5 1915 0.19331732392311096 530.03173828125 523.4588623046875 None None None +5 1916 0.19327333569526672 529.9990234375 523.4276733398438 None None None +5 1917 0.19332443177700043 530.011474609375 523.4384155273438 None None None +5 1918 0.19329628348350525 529.9898071289062 523.4176635742188 None None None +5 1919 0.1933257132768631 530.006103515625 523.4329833984375 None None None +5 1920 0.1932978630065918 529.977783203125 523.4055786132812 None None None +5 1921 0.19329097867012024 529.9722900390625 523.4002685546875 None None None +5 1922 0.1932697892189026 529.9865112304688 523.415283203125 None None None +5 1923 0.19324856996536255 529.9577026367188 523.3871459960938 None None None +5 1924 0.1932011842727661 529.9490966796875 523.3801879882812 None None None +5 1925 0.19318397343158722 529.957763671875 523.3894653320312 None None None +5 1926 0.19318152964115143 529.9453735351562 523.3770751953125 None None None +5 1927 0.19322161376476288 529.932861328125 523.3632202148438 None None None +5 1928 0.19323384761810303 529.93212890625 523.3621215820312 None None None +5 1929 0.19324351847171783 529.9161987304688 523.3458862304688 None None None +5 1930 0.19322752952575684 529.92822265625 523.3583984375 None None None +5 1931 0.19322754442691803 529.916259765625 523.3464965820312 None None None +5 1932 0.1932392418384552 529.933349609375 523.3630981445312 None None None +5 1933 0.19325222074985504 529.9419555664062 523.371337890625 None None None +5 1934 0.19323278963565826 529.9382934570312 523.3682861328125 None None None +5 1935 0.1932157725095749 529.9251098632812 523.355712890625 None None None +5 1936 0.19319796562194824 529.897216796875 523.3284912109375 None None None +5 1937 0.19317790865898132 529.8828125 523.3147583007812 None None None +5 1938 0.1931804120540619 529.8680419921875 523.2998657226562 None None None +5 1939 0.19316184520721436 529.8751831054688 523.3076782226562 None None None +5 1940 0.19318906962871552 529.8623046875 523.2938842773438 None None None +5 1941 0.193190336227417 529.8518676757812 523.2833862304688 None None None +5 1942 0.19316288828849792 529.8486938476562 523.2811889648438 None None None +5 1943 0.19315429031848907 529.844482421875 523.2772216796875 None None None +5 1944 0.19316330552101135 529.8468627929688 523.2793579101562 None None None +5 1945 0.1931532323360443 529.8567504882812 523.2896118164062 None None None +5 1946 0.19316881895065308 529.8583984375 523.2907104492188 None None None +5 1947 0.19316135346889496 529.868408203125 523.3009643554688 None None None +5 1948 0.19313935935497284 529.8787231445312 523.3120727539062 None None None +5 1949 0.19316117465496063 529.8818359375 523.314453125 None None None +5 1950 0.1931295096874237 529.8707885742188 523.3045043945312 None None None +5 1951 0.19313111901283264 529.8765869140625 523.3102416992188 None None None +5 1952 0.19313305616378784 529.89208984375 523.32568359375 None None None +5 1953 0.19310559332370758 529.8766479492188 523.3111572265625 None None None +5 1954 0.1931026130914688 529.900146484375 523.334716796875 None None None +5 1955 0.19310244917869568 529.9142456054688 523.3488159179688 None None None +5 1956 0.19310086965560913 529.8941650390625 523.3287963867188 None None None +5 1957 0.19308269023895264 529.9013671875 523.3366088867188 None None None +5 1958 0.19311825931072235 529.9168701171875 523.3508911132812 None None None +5 1959 0.19316470623016357 529.91357421875 523.3460083007812 None None None +5 1960 0.19315926730632782 529.9132080078125 523.3458251953125 None None None 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None None None +5 1974 0.19317644834518433 529.912109375 523.3441162109375 None None None +5 1975 0.19315943121910095 529.9066162109375 523.3392333984375 None None None +5 1976 0.19315116107463837 529.9154663085938 523.3483276367188 None None None +5 1977 0.19314369559288025 529.8971557617188 523.3302612304688 None None None +5 1978 0.19317291676998138 529.8614501953125 523.2935791015625 None None None +5 1979 0.19316330552101135 529.8709106445312 523.3034057617188 None None None +5 1980 0.19311217963695526 529.8660278320312 523.3002319335938 None None None +5 1981 0.1931186467409134 529.8656616210938 523.2996215820312 None None None +5 1982 0.19314712285995483 529.8629760742188 523.2960205078125 None None None +5 1983 0.1931440681219101 529.858642578125 523.2918090820312 None None None +5 1984 0.1931014060974121 529.854248046875 523.288818359375 None None None +5 1985 0.1930745393037796 529.8521118164062 523.2875366210938 None None None +5 1986 0.19306080043315887 529.8602905273438 523.2962036132812 None None None +5 1987 0.1930612474679947 529.85205078125 523.2879638671875 None None None +5 1988 0.1930786371231079 529.855224609375 523.2904663085938 None None None +5 1989 0.1930662989616394 529.8602294921875 523.2958984375 None None None +5 1990 0.19311125576496124 529.8590698242188 523.2932739257812 None None None +5 1991 0.19310826063156128 529.8539428710938 523.2882080078125 None None None +5 1992 0.1931057870388031 529.83349609375 523.2678833007812 None None None +5 1993 0.19311240315437317 529.8427734375 523.27685546875 None None None +5 1994 0.19312164187431335 529.84619140625 523.2799682617188 None None None +5 1995 0.19317695498466492 529.8662719726562 523.2981567382812 None None None +5 1996 0.1931765377521515 529.8519287109375 523.2838745117188 None None None +5 1997 0.19318227469921112 529.8361206054688 523.267822265625 None None None +5 1998 0.1931600719690323 529.8292846679688 523.26171875 None None None +5 1999 0.19312985241413116 529.79248046875 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529.7274780273438 523.1598510742188 None None None +5 2013 0.19314466416835785 529.71923828125 523.1522216796875 None None None +5 2014 0.19318966567516327 529.7183227539062 523.1497802734375 None None None +5 2015 0.19319485127925873 529.7266235351562 523.1578979492188 None None None +5 2016 0.1932118833065033 529.7232666015625 523.1539306640625 None None None +5 2017 0.19320663809776306 529.7095336914062 523.140380859375 None None None +5 2018 0.19319206476211548 529.7169799804688 523.1483154296875 None None None +5 2019 0.19318732619285583 529.7064819335938 523.1380004882812 None None None +5 2020 0.1931910514831543 529.705810546875 523.1371459960938 None None None +5 2021 0.19318854808807373 529.710693359375 523.14208984375 None None None +5 2022 0.19317685067653656 529.7003173828125 523.132080078125 None None None +5 2023 0.1932116001844406 529.7184448242188 523.1490478515625 None None None +5 2024 0.1931764930486679 529.6945190429688 523.1263427734375 None None None +5 2025 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0.17115209996700287 525.2932739257812 519.474365234375 None None None +7 1926 0.1711912602186203 525.3012084960938 519.48095703125 None None None +7 1927 0.17120081186294556 525.2994995117188 519.4789428710938 None None None +7 1928 0.17124781012535095 525.320068359375 519.4979248046875 None None None +7 1929 0.17133615911006927 525.3157958984375 519.4906616210938 None None None +7 1930 0.17133426666259766 525.308349609375 519.4832763671875 None None None +7 1931 0.17133493721485138 525.3076782226562 519.4826049804688 None None None +7 1932 0.17139993607997894 525.31884765625 519.4915161132812 None None None +7 1933 0.17143288254737854 525.3184204101562 519.489990234375 None None None +7 1934 0.17141734063625336 525.324951171875 519.4970703125 None None None +7 1935 0.17140138149261475 525.3297729492188 519.50244140625 None None None +7 1936 0.17150893807411194 525.335693359375 519.5046997070312 None None None +7 1937 0.17150436341762543 525.328125 519.4972534179688 None None None +7 1938 0.17149780690670013 525.3477783203125 519.51708984375 None None None +7 1939 0.1714804768562317 525.3628540039062 519.5327758789062 None None None +7 1940 0.1714777648448944 525.3539428710938 519.52392578125 None None None +7 1941 0.1715000569820404 525.3612670898438 519.530517578125 None None None +7 1942 0.1715056151151657 525.3380737304688 519.507080078125 None None None +7 1943 0.1715153604745865 525.3253173828125 519.4940185546875 None None None +7 1944 0.17148220539093018 525.3153076171875 519.485107421875 None None None +7 1945 0.17151306569576263 525.3098754882812 519.4786376953125 None None None +7 1946 0.17151246964931488 525.32958984375 519.4983520507812 None None None +7 1947 0.17151184380054474 525.3239135742188 519.4927368164062 None None None +7 1948 0.1715143471956253 525.3488159179688 519.5175170898438 None None None +7 1949 0.17153553664684296 525.3558349609375 519.5238647460938 None None None +7 1950 0.17155766487121582 525.3692016601562 519.5364379882812 None None None +7 1951 0.17155170440673828 525.3726806640625 519.5401000976562 None None None +7 1952 0.17154641449451447 525.3478393554688 519.5154418945312 None None None +7 1953 0.1715150624513626 525.3464965820312 519.5151977539062 None None None +7 1954 0.17150859534740448 525.3497924804688 519.5186157226562 None None None +7 1955 0.17150959372520447 525.3482055664062 519.5170288085938 None None None +7 1956 0.17147888243198395 525.345947265625 519.5158081054688 None None None +7 1957 0.17145904898643494 525.3455810546875 519.5161743164062 None None None +7 1958 0.17145736515522003 525.3414306640625 519.5120239257812 None None None +7 1959 0.1714687943458557 525.3435668945312 519.5137939453125 None None None +7 1960 0.1714434027671814 525.3409423828125 519.5120239257812 None None None +7 1961 0.1714349240064621 525.3480834960938 519.5194091796875 None None None +7 1962 0.17144909501075745 525.3518676757812 519.522705078125 None None None +7 1963 0.17142356932163239 525.3572998046875 519.529052734375 None None None +7 1964 0.1713971197605133 525.3552856445312 519.5279541015625 None None None +7 1965 0.1713617742061615 525.349853515625 519.5237426757812 None None None +7 1966 0.17133618891239166 525.352294921875 519.5270385742188 None None None +7 1967 0.17133918404579163 525.3539428710938 519.528564453125 None None None +7 1968 0.1713329702615738 525.347900390625 519.5227661132812 None None None +7 1969 0.1713668704032898 525.3796997070312 519.5534057617188 None None None +7 1970 0.1713470220565796 525.3736572265625 519.5480346679688 None None None +7 1971 0.17132499814033508 525.3777465820312 519.5529174804688 None None None +7 1972 0.1713314801454544 525.3956909179688 519.5706176757812 None None None +7 1973 0.1713324636220932 525.3968505859375 519.57177734375 None None None +7 1974 0.1713828146457672 525.41162109375 519.5847778320312 None None None +7 1975 0.17135827243328094 525.3984985351562 519.572509765625 None None None +7 1976 0.17133653163909912 525.3789672851562 519.5537109375 None None None +7 1977 0.17132863402366638 525.372802734375 519.5477905273438 None None None +7 1978 0.17134828865528107 525.3976440429688 519.572021484375 None None None +7 1979 0.17133444547653198 525.3958740234375 519.5706176757812 None None None +7 1980 0.17136526107788086 525.4215698242188 519.5952758789062 None None None +7 1981 0.17134258151054382 525.42431640625 519.5988159179688 None None None +7 1982 0.17131896317005157 525.4022827148438 519.5775756835938 None None None +7 1983 0.17131631076335907 525.392333984375 519.5678100585938 None None None +7 1984 0.17131192982196808 525.3845825195312 519.5601806640625 None None None +7 1985 0.17131400108337402 525.3900756835938 519.5656127929688 None None None +7 1986 0.17129991948604584 525.374755859375 519.55078125 None None None +7 1987 0.17132724821567535 525.380615234375 519.5557250976562 None None None +7 1988 0.17132572829723358 525.3878173828125 519.5629272460938 None None None +7 1989 0.1713370382785797 525.3991088867188 519.5738525390625 None None None +7 1990 0.17132468521595 525.404296875 519.5794677734375 None None None +7 1991 0.17128342390060425 525.3995971679688 519.576171875 None None None +7 1992 0.1712792068719864 525.3870849609375 519.5637817382812 None None None +7 1993 0.17128033936023712 525.3973388671875 519.573974609375 None None None +7 1994 0.1712649017572403 525.39111328125 519.5682983398438 None None None +7 1995 0.1712278425693512 525.3970947265625 519.5755004882812 None None None +7 1996 0.1712241917848587 525.3981323242188 519.57666015625 None None None +7 1997 0.1711994856595993 525.3820190429688 519.5614013671875 None None None +7 1998 0.1711891144514084 525.395751953125 519.5755615234375 None None None +7 1999 0.17118336260318756 525.4006958007812 519.5806274414062 None None None +7 2000 0.1711711436510086 525.4193115234375 519.5996704101562 None None None +7 2001 0.17115826904773712 525.4019775390625 519.582763671875 None None None +7 2002 0.17113874852657318 525.389404296875 519.57080078125 None None None +7 2003 0.17113767564296722 525.3768310546875 519.5582885742188 None None None +7 2004 0.17113851010799408 525.353515625 519.534912109375 None None None +7 2005 0.17111586034297943 525.3477783203125 519.5299682617188 None None None +7 2006 0.17110754549503326 525.33642578125 519.5188598632812 None None None +7 2007 0.1711532026529312 525.3571166992188 519.5380249023438 None None None +7 2008 0.17117628455162048 525.3621215820312 519.5422973632812 None None None +7 2009 0.17116858065128326 525.3533325195312 519.5337524414062 None None None +7 2010 0.17117217183113098 525.34326171875 519.5234985351562 None None None +7 2011 0.17116732895374298 525.3533935546875 519.5338134765625 None None None +7 2012 0.17114798724651337 525.3504638671875 519.5315551757812 None None None +7 2013 0.17114825546741486 525.335693359375 519.5167236328125 None None None +7 2014 0.1711662858724594 525.3364868164062 519.5169067382812 None None None +7 2015 0.1711702048778534 525.3416748046875 519.5219116210938 None None None +7 2016 0.1711668074131012 525.3494873046875 519.5298461914062 None None None +7 2017 0.17116110026836395 525.3560180664062 519.5365600585938 None None None +7 2018 0.17116443812847137 525.3653564453125 519.5458374023438 None None None +7 2019 0.17116177082061768 525.3450317382812 519.5255737304688 None None None +7 2020 0.1711275577545166 525.3314208984375 519.51318359375 None None None +7 2021 0.17114613950252533 525.3441772460938 519.5252685546875 None None None +7 2022 0.17117954790592194 525.3547973632812 519.5348510742188 None None None +7 2023 0.17120301723480225 525.3573608398438 519.53662109375 None None None +7 2024 0.17119963467121124 525.3638305664062 519.543212890625 None None None +7 2025 0.17119018733501434 525.3762817382812 519.555908203125 None None None +7 2026 0.17119213938713074 525.397705078125 519.5772705078125 None None None +7 2027 0.1712348759174347 525.3756713867188 519.5537109375 None None None +7 2028 0.17123021185398102 525.383056640625 519.5612182617188 None None None +7 2029 0.17123359441757202 525.3817138671875 519.5597534179688 None None None +7 2030 0.17123042047023773 525.3941040039062 519.572265625 None None None +7 2031 0.1712294965982437 525.385986328125 519.5641479492188 None None None +7 2032 0.17122690379619598 525.4151000976562 519.5933837890625 None None None +7 2033 0.17122048139572144 525.4013061523438 519.579833984375 None None None +7 2034 0.17121829092502594 525.4224853515625 519.60107421875 None None None +7 2035 0.17120975255966187 525.416015625 519.5949096679688 None None None +7 2036 0.17120708525180817 525.3952026367188 519.5741577148438 None None None +7 2037 0.17122134566307068 525.3984985351562 519.5769653320312 None None None +7 2038 0.17122338712215424 525.4020385742188 519.5804443359375 None None None +7 2039 0.17124128341674805 525.3954467773438 519.5731811523438 None None None +7 2040 0.1712203025817871 525.3681640625 519.5465698242188 None None None +7 2041 0.17120587825775146 525.3596801757812 519.5386352539062 None None None +7 2042 0.1712130904197693 525.3507080078125 519.5294189453125 None None None +7 2043 0.17126305401325226 525.3583374023438 519.5352783203125 None None None +7 2044 0.17124950885772705 525.376953125 519.5543823242188 None None None +7 2045 0.17124174535274506 525.3507080078125 519.5283813476562 None None None +7 2046 0.17125071585178375 525.3516845703125 519.529052734375 None None None +7 2047 0.1712503433227539 525.3485107421875 519.5259399414062 None None None +7 2048 0.17124487459659576 525.33251953125 519.5101318359375 None None None +7 2049 0.1712343841791153 525.3270263671875 519.5050048828125 None None None +7 2050 0.17122997343540192 525.3325805664062 519.5107421875 None None None +7 2051 0.17122140526771545 525.33984375 519.5182495117188 None None None +7 2052 0.1711995005607605 525.3484497070312 519.5276489257812 None None None +7 2053 0.17120061814785004 525.3462524414062 519.525390625 None None None +7 2054 0.17119839787483215 525.344970703125 519.5242309570312 None None None +7 2055 0.1712002456188202 525.3426513671875 519.5218505859375 None None None +7 2056 0.17119090259075165 525.3558349609375 519.5353393554688 None None None +7 2057 0.17118120193481445 525.35205078125 519.5319213867188 None None None +7 2058 0.17118500173091888 525.3466796875 519.5264892578125 None None None +7 2059 0.17116688191890717 525.35009765625 519.5304565429688 None None None +7 2060 0.17114120721817017 525.3331909179688 519.514404296875 None None None +7 2061 0.17112448811531067 525.3248291015625 519.5066528320312 None None None +7 2062 0.17111313343048096 525.3206787109375 519.5029296875 None None None +7 2063 0.17110192775726318 525.3389892578125 519.5216064453125 None None None +7 2064 0.17110370099544525 525.3375244140625 519.5200805664062 None None None +7 2065 0.1710907518863678 525.3360595703125 519.51904296875 None None None 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None None None +7 2079 0.17104333639144897 525.2353515625 519.4200439453125 None None None +7 2080 0.17104078829288483 525.2310180664062 519.4158325195312 None None None +7 2081 0.1710595339536667 525.2239379882812 519.4081420898438 None None None +7 2082 0.1710362434387207 525.233642578125 519.4186401367188 None None None +7 2083 0.17103439569473267 525.25732421875 519.4423217773438 None None None +7 2084 0.17102868854999542 525.2416381835938 519.4268798828125 None None None +7 2085 0.17102444171905518 525.2164306640625 519.4017944335938 None None None +7 2086 0.17099636793136597 525.2135620117188 519.39990234375 None None None +7 2087 0.17100059986114502 525.2210693359375 519.4072875976562 None None None +7 2088 0.17097406089305878 525.212646484375 519.3997192382812 None None None +7 2089 0.17096902430057526 525.21484375 519.402099609375 None None None +7 2090 0.17095401883125305 525.2223510742188 519.4100952148438 None None None +7 2091 0.17094500362873077 525.238525390625 519.4265747070312 None None None +7 2092 0.17094716429710388 525.23974609375 519.4276733398438 None None None +7 2093 0.17093314230442047 525.2401123046875 519.428466796875 None None None +7 2094 0.17093180119991302 525.2227783203125 519.4111938476562 None None None +7 2095 0.17093822360038757 525.2108764648438 519.399169921875 None None None +7 2096 0.17095492780208588 525.2313232421875 519.4190063476562 None None None +7 2097 0.17095540463924408 525.2362670898438 519.4239501953125 None None None +7 2098 0.17098838090896606 525.2534790039062 519.4400634765625 None None None +7 2099 0.1709822565317154 525.2440795898438 519.430908203125 None None None +7 2100 0.17098164558410645 525.244384765625 519.4312133789062 None None None +7 2101 0.17096304893493652 525.2479248046875 519.4354248046875 None None None +7 2102 0.17092417180538177 525.2543334960938 519.4431762695312 None None None +7 2103 0.17094112932682037 525.2531127929688 519.4412841796875 None None None +7 2104 0.1709297150373459 525.2412719726562 519.4298706054688 None None None +7 2105 0.17089803516864777 525.233154296875 519.4228515625 None None None +7 2106 0.1708873063325882 525.2327270507812 519.4227294921875 None None None +7 2107 0.1708858162164688 525.2222900390625 519.4122924804688 None None None +7 2108 0.17089681327342987 525.23876953125 519.4284057617188 None None None +7 2109 0.17088407278060913 525.2405395507812 519.4306030273438 None None None +7 2110 0.1708630472421646 525.2584228515625 519.4491577148438 None None None +7 2111 0.17085742950439453 525.2723999023438 519.46337890625 None None None +7 2112 0.1708548218011856 525.2735595703125 519.464599609375 None None None +7 2113 0.17085018754005432 525.2767944335938 519.468017578125 None None None +7 2114 0.17084763944149017 525.283447265625 519.4747314453125 None None None +7 2115 0.17085300385951996 525.2760620117188 519.4671630859375 None None None +7 2116 0.17082622647285461 525.2493896484375 519.4412841796875 None None None +7 2117 0.1708258092403412 525.2417602539062 519.4337158203125 None None None +7 2118 0.17083004117012024 525.25830078125 519.4500732421875 None None None +7 2119 0.17082637548446655 525.2662963867188 519.458251953125 None None None +7 2120 0.1708041876554489 525.2632446289062 519.4559326171875 None None None +7 2121 0.17080222070217133 525.2804565429688 519.4732666015625 None None None +7 2122 0.1707761585712433 525.2693481445312 519.4630126953125 None None None +7 2123 0.1707533597946167 525.2595825195312 519.4541015625 None None None +7 2124 0.17074941098690033 525.2735595703125 519.4681396484375 None None None +7 2125 0.1707281917333603 525.2643432617188 519.459716796875 None None None +7 2126 0.17072820663452148 525.2763671875 519.4717407226562 None None None +7 2127 0.170734241604805 525.2786254882812 519.4738159179688 None None None +7 2128 0.17073017358779907 525.2781982421875 519.4735107421875 None None None +7 2129 0.17071156203746796 525.2840576171875 519.4800415039062 None None 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0.1612706184387207 523.5669555664062 518.083740234375 None None None +8 1933 0.16127362847328186 523.562255859375 518.078857421875 None None None +8 1934 0.16127663850784302 523.5684204101562 518.0849609375 None None None +8 1935 0.16128645837306976 523.563720703125 518.0799560546875 None None None +8 1936 0.16128289699554443 523.5576782226562 518.073974609375 None None None +8 1937 0.1612822413444519 523.577392578125 518.09375 None None None +8 1938 0.16126291453838348 523.5784912109375 518.095458984375 None None None +8 1939 0.16123224794864655 523.5703125 518.0883178710938 None None None +8 1940 0.16122440993785858 523.5751953125 518.0935668945312 None None None +8 1941 0.161228746175766 523.5883178710938 518.1065063476562 None None None +8 1942 0.1612069457769394 523.5811157226562 518.1000366210938 None None None +8 1943 0.16118240356445312 523.5841064453125 518.1038818359375 None None None +8 1944 0.1611824780702591 523.57080078125 518.090576171875 None None None +8 1945 0.16117464005947113 523.56591796875 518.0859375 None None None +8 1946 0.16115155816078186 523.5479736328125 518.0687255859375 None None None +8 1947 0.16115930676460266 523.5231323242188 518.0436401367188 None None None +8 1948 0.16115257143974304 523.5137329101562 518.0344848632812 None None None +8 1949 0.16118165850639343 523.5208129882812 518.0405883789062 None None None +8 1950 0.16117756068706512 523.5086059570312 518.0285034179688 None None None +8 1951 0.1611703336238861 523.5230102539062 518.043212890625 None None None +8 1952 0.1611665040254593 523.5198364257812 518.0401611328125 None None None +8 1953 0.16119207441806793 523.5089111328125 518.0283203125 None None None +8 1954 0.16119512915611267 523.5067749023438 518.0260620117188 None None None +8 1955 0.16120652854442596 523.5357666015625 518.0546875 None None None +8 1956 0.16122177243232727 523.5264282226562 518.0447998046875 None None None +8 1957 0.16120582818984985 523.5277099609375 518.046630859375 None None None +8 1958 0.16120432317256927 523.5230102539062 518.0419921875 None None None +8 1959 0.1612209975719452 523.5396728515625 518.05810546875 None None None +8 1960 0.1612207144498825 523.5484008789062 518.0668334960938 None None None +8 1961 0.16118496656417847 523.5361328125 518.0558471679688 None None None +8 1962 0.16120736300945282 523.534912109375 518.0538330078125 None None None +8 1963 0.16120968759059906 523.5260620117188 518.044921875 None None None +8 1964 0.1611911505460739 523.5335693359375 518.0530395507812 None None None +8 1965 0.16118700802326202 523.5291748046875 518.0487670898438 None None None +8 1966 0.1612548977136612 523.5567016601562 518.0740356445312 None None None +8 1967 0.16124914586544037 523.56689453125 518.0844116210938 None None None +8 1968 0.16121183335781097 523.5576171875 518.076416015625 None None None +8 1969 0.16122186183929443 523.5588989257812 518.0773315429688 None None None +8 1970 0.16120237112045288 523.5530395507812 518.0720825195312 None None None +8 1971 0.16120605170726776 523.5574340820312 518.076416015625 None None None +8 1972 0.16121484339237213 523.5687866210938 518.0874633789062 None None None +8 1973 0.16120858490467072 523.562255859375 518.0811767578125 None None None +8 1974 0.16122759878635406 523.5682373046875 518.0864868164062 None None None +8 1975 0.1611877977848053 523.5657348632812 518.0853271484375 None None None +8 1976 0.16118301451206207 523.5774536132812 518.0972290039062 None None None +8 1977 0.16115771234035492 523.5609130859375 518.08154296875 None None None +8 1978 0.16119393706321716 523.5797119140625 518.09912109375 None None None +8 1979 0.16119955480098724 523.5947875976562 518.114013671875 None None None +8 1980 0.1611967235803604 523.6213989257812 518.1406860351562 None None None +8 1981 0.16119833290576935 523.6453247070312 518.16455078125 None None None +8 1982 0.1611975133419037 523.6495971679688 518.1688232421875 None None None +8 1983 0.16119220852851868 523.6498413085938 518.1692504882812 None None None +8 1984 0.16121165454387665 523.6386108398438 518.1574096679688 None None None +8 1985 0.16119790077209473 523.619384765625 518.1386108398438 None None None +8 1986 0.16117560863494873 523.6126708984375 518.1326904296875 None None None +8 1987 0.1611820012331009 523.6290283203125 518.1488647460938 None None None +8 1988 0.16119137406349182 523.6610107421875 518.1804809570312 None None None +8 1989 0.16119499504566193 523.6548461914062 518.1741943359375 None None None +8 1990 0.16122661530971527 523.6419067382812 518.1602172851562 None None None +8 1991 0.1612546592950821 523.6541137695312 518.1714477539062 None None None +8 1992 0.16122598946094513 523.6143798828125 518.1326904296875 None None None +8 1993 0.16122502088546753 523.6056518554688 518.1240234375 None None None +8 1994 0.16125722229480743 523.6142578125 518.1315307617188 None None None +8 1995 0.1612880825996399 523.618896484375 518.1351318359375 None None None +8 1996 0.1612776815891266 523.6171264648438 518.1337280273438 None None None +8 1997 0.16127684712409973 523.6224975585938 518.13916015625 None None None +8 1998 0.16126768290996552 523.6312255859375 518.148193359375 None None None +8 1999 0.16124539077281952 523.621826171875 518.1395263671875 None None None +8 2000 0.1612432599067688 523.6189575195312 518.13671875 None None None +8 2001 0.16125531494617462 523.6389770507812 518.1563720703125 None None None +8 2002 0.1612587422132492 523.63671875 518.1539916992188 None None None +8 2003 0.1612740457057953 523.6522827148438 518.1690063476562 None None None +8 2004 0.16127437353134155 523.6719970703125 518.1887817382812 None None None +8 2005 0.16129016876220703 523.6653442382812 518.181640625 None None None +8 2006 0.16128499805927277 523.6727294921875 518.1890869140625 None None None +8 2007 0.16127406060695648 523.6824340820312 518.19921875 None None None +8 2008 0.16125401854515076 523.67578125 518.1932373046875 None None None +8 2009 0.16125285625457764 523.673095703125 518.1906127929688 None None None +8 2010 0.16125713288784027 523.6703491210938 518.1878051757812 None None None +8 2011 0.16129787266254425 523.673828125 518.1898193359375 None None None +8 2012 0.16131122410297394 523.6808471679688 518.1963500976562 None None None +8 2013 0.16132041811943054 523.6832275390625 518.198486328125 None None None +8 2014 0.1613600105047226 523.7068481445312 518.220703125 None None None +8 2015 0.1613963395357132 523.7175903320312 518.2301635742188 None None None +8 2016 0.16137853264808655 523.72021484375 518.2333374023438 None None None +8 2017 0.16136324405670166 523.7161865234375 518.2298583984375 None None None +8 2018 0.1613808572292328 523.7095947265625 518.22265625 None None None +8 2019 0.1614055186510086 523.7198486328125 518.2321166992188 None None None +8 2020 0.16138297319412231 523.7093505859375 518.2223510742188 None None None +8 2021 0.16138429939746857 523.7022705078125 518.2152099609375 None None None +8 2022 0.1614414006471634 523.7036743164062 518.2146606445312 None None None +8 2023 0.16143739223480225 523.69287109375 518.2040405273438 None None None +8 2024 0.1614198535680771 523.701904296875 518.2136840820312 None None None +8 2025 0.16140581667423248 523.7017822265625 518.2140502929688 None None None +8 2026 0.1614329069852829 523.7002563476562 518.2115478515625 None None None +8 2027 0.1614396572113037 523.6965942382812 518.2077026367188 None None None +8 2028 0.16144557297229767 523.7182006835938 518.22900390625 None None None +8 2029 0.16143862903118134 523.7117919921875 518.222900390625 None None None +8 2030 0.16143934428691864 523.718994140625 518.2300415039062 None None None +8 2031 0.16143718361854553 523.7344970703125 518.24560546875 None None None +8 2032 0.1614479124546051 523.7296752929688 518.2404174804688 None None None +8 2033 0.16146209836006165 523.7169189453125 518.2271728515625 None None None +8 2034 0.16146735846996307 523.7075805664062 518.2176513671875 None None None +8 2035 0.16143567860126495 523.6907958984375 518.2019653320312 None None None +8 2036 0.16143332421779633 523.6834106445312 518.1946411132812 None None None +8 2037 0.16146983206272125 523.6924438476562 518.2024536132812 None None None +8 2038 0.16144439578056335 523.6748657226562 518.1856689453125 None None None +8 2039 0.16145221889019012 523.6805419921875 518.191162109375 None None None +8 2040 0.16143973171710968 523.6910400390625 518.2020263671875 None None None +8 2041 0.161422997713089 523.678955078125 518.1904907226562 None None None +8 2042 0.1614377796649933 523.6755981445312 518.1865844726562 None None None +8 2043 0.16142943501472473 523.6658935546875 518.1771850585938 None None None +8 2044 0.1614048182964325 523.6846313476562 518.19677734375 None None None +8 2045 0.1614159196615219 523.6990356445312 518.2108154296875 None None None +8 2046 0.16143476963043213 523.724853515625 518.2359619140625 None None None +8 2047 0.16145355999469757 523.7191772460938 518.2296752929688 None None None +8 2048 0.16145512461662292 523.7306518554688 518.2411499023438 None None None +8 2049 0.16142991185188293 523.7275390625 518.2388916015625 None None None +8 2050 0.16147054731845856 523.7511596679688 518.2610473632812 None None None +8 2051 0.16144461929798126 523.739013671875 518.2498168945312 None None None +8 2052 0.16145195066928864 523.7340698242188 518.2445678710938 None None None +8 2053 0.16145725548267365 523.7484130859375 518.2587280273438 None None None +8 2054 0.1614646464586258 523.7599487304688 518.27001953125 None None None +8 2055 0.16145430505275726 523.752197265625 518.2626342773438 None None None +8 2056 0.16146670281887054 523.73828125 518.248291015625 None None None +8 2057 0.1614605188369751 523.7431030273438 518.2533569335938 None None None +8 2058 0.16149039566516876 523.7359619140625 518.2451782226562 None None None +8 2059 0.16149981319904327 523.7396240234375 518.24853515625 None None None +8 2060 0.16149155795574188 523.7454223632812 518.2545776367188 None None None +8 2061 0.1614965945482254 523.7489013671875 518.2578735351562 None None None +8 2062 0.16147424280643463 523.7373046875 518.2470703125 None None None +8 2063 0.1614818274974823 523.7461547851562 518.2556762695312 None None None +8 2064 0.1614939421415329 523.7506103515625 518.2596435546875 None None None +8 2065 0.161466583609581 523.7337036132812 518.2437133789062 None None None +8 2066 0.1614527851343155 523.7322387695312 518.2427368164062 None None None +8 2067 0.16143272817134857 523.7271118164062 518.23828125 None None None +8 2068 0.16141602396965027 523.73193359375 518.2437133789062 None None None +8 2069 0.16142232716083527 523.7443237304688 518.2559204101562 None None None +8 2070 0.16142740845680237 523.735595703125 518.2469482421875 None None None +8 2071 0.16142748296260834 523.7265625 518.2379760742188 None None None +8 2072 0.16142672300338745 523.7421875 518.253662109375 None None None +8 2073 0.16141006350517273 523.7293090820312 518.2412719726562 None None None +8 2074 0.161402627825737 523.745849609375 518.258056640625 None None None +8 2075 0.16140249371528625 523.7503662109375 518.2625732421875 None None None +8 2076 0.16141767799854279 523.7656860351562 518.2774047851562 None None None +8 2077 0.16143012046813965 523.765869140625 518.2771606445312 None None None +8 2078 0.16142627596855164 523.7866821289062 518.298095703125 None None None +8 2079 0.1614242047071457 523.7991943359375 518.3106689453125 None None None +8 2080 0.16142477095127106 523.802978515625 518.314453125 None None None +8 2081 0.1614445149898529 523.8065795898438 518.3173217773438 None None None +8 2082 0.16144387423992157 523.8038940429688 518.314697265625 None None None +8 2083 0.1614329218864441 523.8084106445312 518.3196411132812 None None None +8 2084 0.16144078969955444 523.814453125 518.3253784179688 None None None +8 2085 0.16142530739307404 523.8087158203125 518.3201904296875 None None None +8 2086 0.16141963005065918 523.8046875 518.31640625 None None None +8 2087 0.16143105924129486 523.7911987304688 518.3025512695312 None None None +8 2088 0.1614299863576889 523.7998657226562 518.3112182617188 None None None +8 2089 0.16142995655536652 523.7910766601562 518.302490234375 None None None +8 2090 0.16144099831581116 523.82275390625 518.3338012695312 None None None +8 2091 0.16142594814300537 523.8078002929688 518.3192749023438 None None None +8 2092 0.161423459649086 523.8020629882812 518.3136596679688 None None None +8 2093 0.1614314168691635 523.8121337890625 518.323486328125 None None None +8 2094 0.16143018007278442 523.8239135742188 518.3353271484375 None None None +8 2095 0.16143421828746796 523.83056640625 518.341796875 None None None +8 2096 0.1614142507314682 523.8372192382812 518.34912109375 None None None +8 2097 0.16139428317546844 523.8319091796875 518.344482421875 None None None +8 2098 0.16140896081924438 523.8486938476562 518.3607177734375 None None None +8 2099 0.16142122447490692 523.841064453125 518.352783203125 None None None +8 2100 0.1614057570695877 523.8347778320312 518.346923828125 None None None +8 2101 0.1614142805337906 523.834228515625 518.3460693359375 None None None +8 2102 0.16141441464424133 523.8350830078125 518.346923828125 None None None +8 2103 0.16142158210277557 523.8377075195312 518.3493041992188 None None None +8 2104 0.1614115834236145 523.8197631835938 518.3317260742188 None None None +8 2105 0.16142989695072174 523.8433837890625 518.3546752929688 None None None +8 2106 0.16142131388187408 523.8339233398438 518.3455200195312 None None None +8 2107 0.16141314804553986 523.8447875976562 518.356689453125 None None None +8 2108 0.16139891743659973 523.8328247070312 518.3451538085938 None None None +8 2109 0.1614152044057846 523.8258056640625 518.337646484375 None None None +8 2110 0.1614280492067337 523.8232421875 518.3345947265625 None None None +8 2111 0.1614232212305069 523.8065795898438 518.318115234375 None None None +8 2112 0.16141806542873383 523.7989501953125 518.3106079101562 None None None +8 2113 0.16142702102661133 523.8032836914062 518.3145751953125 None None None +8 2114 0.16141900420188904 523.8118896484375 518.323486328125 None None None +8 2115 0.16141179203987122 523.8021240234375 518.3140258789062 None None None +8 2116 0.16143308579921722 523.8046875 518.3158569335938 None None None +8 2117 0.16148395836353302 523.818115234375 518.3275756835938 None None None +8 2118 0.16149364411830902 523.8297729492188 518.3388671875 None None None +8 2119 0.16150765120983124 523.8439331054688 518.3526000976562 None None None +8 2120 0.1614864468574524 523.8519287109375 518.361328125 None None None +8 2121 0.16147638857364655 523.8536987304688 518.3633422851562 None None None +8 2122 0.16146455705165863 523.861083984375 518.3712158203125 None None None +8 2123 0.1614607721567154 523.8594970703125 518.3697509765625 None None None +8 2124 0.1614512950181961 523.8591918945312 518.3697509765625 None None None 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521.9717407226562 516.7732543945312 None None None +9 1938 0.1529158502817154 521.982666015625 516.7835693359375 None None None +9 1939 0.1529393494129181 521.9735717773438 516.773681640625 None None None +9 1940 0.1530727595090866 521.9789428710938 516.7745361328125 None None None +9 1941 0.15306954085826874 521.9781494140625 516.7738037109375 None None None +9 1942 0.15307243168354034 521.9701538085938 516.7656860351562 None None None +9 1943 0.15305699408054352 521.977294921875 516.7733764648438 None None None +9 1944 0.15303675830364227 521.9920654296875 516.7888793945312 None None None +9 1945 0.15304221212863922 521.99169921875 516.7882690429688 None None None +9 1946 0.15308019518852234 522.0009155273438 516.7962036132812 None None None +9 1947 0.15309883654117584 522.0269775390625 516.8215942382812 None None None +9 1948 0.15315380692481995 522.0269775390625 516.8197631835938 None None None +9 1949 0.15314319729804993 522.046142578125 516.8392944335938 None None None +9 1950 0.1531316488981247 522.0344848632812 516.8280029296875 None None None +9 1951 0.15311990678310394 522.0236206054688 516.8175048828125 None None None +9 1952 0.15312805771827698 522.0430908203125 516.8367309570312 None None None +9 1953 0.15313012897968292 522.0606079101562 516.8541259765625 None None None +9 1954 0.15318286418914795 522.0513305664062 516.8430786132812 None None None +9 1955 0.15317629277706146 522.058837890625 516.850830078125 None None None +9 1956 0.1531798541545868 522.048095703125 516.8399658203125 None None None +9 1957 0.15320338308811188 522.0527954101562 516.8438720703125 None None None +9 1958 0.1532272845506668 522.0556640625 516.845947265625 None None None +9 1959 0.15320323407649994 522.0706787109375 516.8617553710938 None None None +9 1960 0.15319113433361053 522.0753173828125 516.8668212890625 None None None +9 1961 0.1531803011894226 522.0859375 516.8778076171875 None None None +9 1962 0.1531912386417389 522.0897827148438 516.8812866210938 None None None +9 1963 0.1531813144683838 522.0834350585938 516.875244140625 None None None +9 1964 0.1531578153371811 522.0966186523438 516.8892822265625 None None None +9 1965 0.15313905477523804 522.0999145507812 516.8931884765625 None None None +9 1966 0.15312635898590088 522.1166381835938 516.9103393554688 None None None +9 1967 0.15310508012771606 522.115966796875 516.9103393554688 None None None +9 1968 0.15309187769889832 522.1040649414062 516.8988647460938 None None None +9 1969 0.15308427810668945 522.1143188476562 516.909423828125 None None None +9 1970 0.15308064222335815 522.1168212890625 516.9120483398438 None None None +9 1971 0.15311752259731293 522.1332397460938 516.9271850585938 None None None +9 1972 0.15312600135803223 522.1323852539062 516.9260864257812 None None None +9 1973 0.1531059890985489 522.1238403320312 516.918212890625 None None None +9 1974 0.1530931144952774 522.1181640625 516.9129028320312 None None None +9 1975 0.15309098362922668 522.1170654296875 516.9119262695312 None None None +9 1976 0.15307316184043884 522.1000366210938 516.8955078125 None None None +9 1977 0.15305876731872559 522.0822143554688 516.878173828125 None None None +9 1978 0.1530444622039795 522.0873413085938 516.8837890625 None None None +9 1979 0.1530389040708542 522.0899658203125 516.8866577148438 None None None +9 1980 0.15302519500255585 522.099609375 516.896728515625 None None None +9 1981 0.15300095081329346 522.1091918945312 516.9071044921875 None None None +9 1982 0.15302005410194397 522.0933227539062 516.890625 None None None +9 1983 0.15301942825317383 522.0802612304688 516.8775634765625 None None None +9 1984 0.15299199521541595 522.0774536132812 516.8756713867188 None None None +9 1985 0.153005450963974 522.0878295898438 516.8855590820312 None None None +9 1986 0.1530217081308365 522.1130981445312 516.9102783203125 None None None +9 1987 0.15301969647407532 522.092529296875 516.8897705078125 None None None +9 1988 0.15299272537231445 522.0809936523438 516.879150390625 None None None +9 1989 0.15299825370311737 522.0755004882812 516.87353515625 None None None +9 1990 0.15302115678787231 522.0784912109375 516.875732421875 None None None +9 1991 0.15302155911922455 522.0923461914062 516.8895874023438 None None None +9 1992 0.15299314260482788 522.0888671875 516.8870239257812 None None None +9 1993 0.15297798812389374 522.068115234375 516.8668212890625 None None None +9 1994 0.15296797454357147 522.0755004882812 516.87451171875 None None None +9 1995 0.15296371281147003 522.0567016601562 516.8558349609375 None None None +9 1996 0.15296684205532074 522.0342407226562 516.8333129882812 None None None +9 1997 0.1529560089111328 522.0064086914062 516.8057861328125 None None None +9 1998 0.15294568240642548 521.9949340820312 516.794677734375 None None None +9 1999 0.15297473967075348 521.9952392578125 516.7940063476562 None None None +9 2000 0.15300501883029938 522.0040893554688 516.8018188476562 None None None +9 2001 0.15298525989055634 521.9999389648438 516.7984008789062 None None None +9 2002 0.15295834839344025 522.0162353515625 516.8155517578125 None None None +9 2003 0.15298616886138916 521.9951171875 516.7935180664062 None None None +9 2004 0.1529770791530609 521.9903564453125 516.7890625 None None None +9 2005 0.15298327803611755 521.9765014648438 516.7750244140625 None None None +9 2006 0.1529628485441208 521.9718627929688 516.7710571289062 None None None +9 2007 0.15295878052711487 521.9743041992188 516.7736206054688 None None None +9 2008 0.1529407799243927 521.9813232421875 516.78125 None None None +9 2009 0.15292996168136597 521.9866943359375 516.7870483398438 None None None +9 2010 0.15291540324687958 521.9842529296875 516.7850952148438 None None None +9 2011 0.15290139615535736 521.9652099609375 516.7665405273438 None None None +9 2012 0.15288442373275757 521.954833984375 516.7567138671875 None None None +9 2013 0.15287986397743225 521.9673461914062 516.7693481445312 None None None +9 2014 0.15287922322750092 521.9712524414062 516.7733154296875 None None None +9 2015 0.1528831124305725 521.9744262695312 516.7763061523438 None None None +9 2016 0.1528780311346054 521.9745483398438 516.776611328125 None None None +9 2017 0.15287765860557556 521.9539184570312 516.7560424804688 None None None +9 2018 0.15285468101501465 521.948486328125 516.7512817382812 None None None +9 2019 0.15286855399608612 521.9686279296875 516.7710571289062 None None None +9 2020 0.15286174416542053 521.9468994140625 516.7495727539062 None None None +9 2021 0.15285879373550415 521.9457397460938 516.7484741210938 None None None +9 2022 0.1528470814228058 521.95166015625 516.7547607421875 None None None +9 2023 0.15282100439071655 521.9463500976562 516.7503662109375 None None None +9 2024 0.1528317928314209 521.962158203125 516.7658081054688 None None None +9 2025 0.15280312299728394 521.9579467773438 516.7625732421875 None None None +9 2026 0.15280482172966003 521.9796752929688 516.7842407226562 None None None +9 2027 0.15279479324817657 521.9644775390625 516.7693481445312 None None None +9 2028 0.1527840793132782 521.970458984375 516.7756958007812 None None None +9 2029 0.15277214348316193 521.9710083007812 516.7766723632812 None None None +9 2030 0.15277571976184845 521.96630859375 516.7717895507812 None None None +9 2031 0.15276266634464264 521.95751953125 516.7634887695312 None None None +9 2032 0.15277345478534698 521.9579467773438 516.7635498046875 None None None +9 2033 0.15276774764060974 521.971923828125 516.7777099609375 None None None +9 2034 0.15276695787906647 521.9923095703125 516.798095703125 None None None +9 2035 0.15275628864765167 521.982666015625 516.7888793945312 None None None +9 2036 0.15276212990283966 521.9810180664062 516.7869873046875 None None None +9 2037 0.15274173021316528 521.9863891601562 516.7931518554688 None None None +9 2038 0.15273192524909973 521.9856567382812 516.792724609375 None None None +9 2039 0.15271605551242828 521.9846801757812 516.792236328125 None 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516.86962890625 None None None +9 2066 0.1527174860239029 522.07275390625 516.8801879882812 None None None +9 2067 0.15272559225559235 522.0662231445312 516.8733520507812 None None None +9 2068 0.1527203917503357 522.0521850585938 516.8594970703125 None None None +9 2069 0.15272672474384308 522.0487670898438 516.8558959960938 None None None +9 2070 0.15271252393722534 522.0492553710938 516.85693359375 None None None +9 2071 0.15270204842090607 522.0309448242188 516.8388671875 None None None +9 2072 0.15270967781543732 522.0440063476562 516.8517456054688 None None None +9 2073 0.15270863473415375 522.0443725585938 516.8521728515625 None None None +9 2074 0.15270018577575684 522.0388793945312 516.8469848632812 None None None +9 2075 0.1527048796415329 522.0518798828125 516.85986328125 None None None +9 2076 0.15269942581653595 522.0709838867188 516.8790893554688 None None None +9 2077 0.15271048247814178 522.0817260742188 516.8895263671875 None None None +9 2078 0.15273122489452362 522.0719604492188 516.8790283203125 None None None +9 2079 0.15273775160312653 522.0635375976562 516.870361328125 None None None +9 2080 0.15276150405406952 522.0760498046875 516.882080078125 None None None +9 2081 0.15274707973003387 522.0777587890625 516.88427734375 None None None +9 2082 0.1527382880449295 522.06298828125 516.8698120117188 None None None +9 2083 0.15273262560367584 522.0455932617188 516.8526000976562 None None None +9 2084 0.1527213752269745 522.0579833984375 516.8653564453125 None None None +9 2085 0.1527070254087448 522.0565185546875 516.8643188476562 None None None +9 2086 0.15271197259426117 522.0532836914062 516.8609619140625 None None None +9 2087 0.15270034968852997 522.0557250976562 516.86376953125 None None None +9 2088 0.15268930792808533 522.0743408203125 516.8827514648438 None None None +9 2089 0.1526707410812378 522.0579833984375 516.8670043945312 None None None +9 2090 0.15267020463943481 522.0831298828125 516.8921508789062 None None None +9 2091 0.15267935395240784 522.0889282226562 516.897705078125 None None None +9 2092 0.15270157158374786 522.0913696289062 516.8992919921875 None None None +9 2093 0.1526913046836853 522.0838623046875 516.8921508789062 None None None +9 2094 0.152696892619133 522.0802612304688 516.8883666992188 None None None +9 2095 0.15274973213672638 522.0801391601562 516.886474609375 None None None +9 2096 0.15272952616214752 522.0792236328125 516.8862915039062 None None None +9 2097 0.15271347761154175 522.0789184570312 516.886474609375 None None None +9 2098 0.1527080535888672 522.0822143554688 516.8899536132812 None None None +9 2099 0.15271539986133575 522.0740966796875 516.881591796875 None None None +9 2100 0.1527097374200821 522.07568359375 516.8834838867188 None None None +9 2101 0.15269649028778076 522.0684204101562 516.8766479492188 None None None +9 2102 0.15270152688026428 522.0739135742188 516.8818969726562 None None None +9 2103 0.15270410478115082 522.0739135742188 516.8818359375 None None None +9 2104 0.1527126580476761 522.0863037109375 516.8939819335938 None None None +9 2105 0.15270033478736877 522.0743408203125 516.8824462890625 None None None +9 2106 0.15270951390266418 522.0706176757812 516.87841796875 None None None +9 2107 0.15269950032234192 522.0547485351562 516.8628540039062 None None None +9 2108 0.1527092456817627 522.0662841796875 516.8740844726562 None None None +9 2109 0.1527024656534195 522.0591430664062 516.8671875 None None None +9 2110 0.15269717574119568 522.0693969726562 516.8776245117188 None None None +9 2111 0.1527063250541687 522.0680541992188 516.8759765625 None None None +9 2112 0.15272419154644012 522.0567016601562 516.864013671875 None None None +9 2113 0.15272285044193268 522.0646362304688 516.8720703125 None None None +9 2114 0.15271279215812683 522.0760498046875 516.8837890625 None None None +9 2115 0.1526869535446167 522.0643920898438 516.8729858398438 None None None +9 2116 0.15266139805316925 522.05517578125 516.8646240234375 None 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516.6848754882812 512.3877563476562 None None None +10 1968 0.1263914406299591 516.7135620117188 512.4161376953125 None None None +10 1969 0.1263769418001175 516.7057495117188 512.4088134765625 None None None +10 1970 0.12636886537075043 516.7032470703125 512.4065551757812 None None None +10 1971 0.1263510286808014 516.6998291015625 512.4037475585938 None None None +10 1972 0.12634098529815674 516.7254638671875 512.4297485351562 None None None +10 1973 0.12633861601352692 516.7305908203125 512.4349365234375 None None None +10 1974 0.12634457647800446 516.7348022460938 512.4389038085938 None None None +10 1975 0.12636111676692963 516.7382202148438 512.4418334960938 None None None +10 1976 0.12636786699295044 516.7457275390625 512.4490966796875 None None None +10 1977 0.1263604462146759 516.7359619140625 512.4395751953125 None None None +10 1978 0.1263725906610489 516.7160034179688 512.419189453125 None None None +10 1979 0.12636727094650269 516.7103881835938 512.4137573242188 None None None +10 1980 0.12636305391788483 516.7034301757812 512.4069213867188 None None None +10 1981 0.12635378539562225 516.69580078125 512.399658203125 None None None +10 1982 0.1263694316148758 516.7028198242188 512.4061279296875 None None None +10 1983 0.12636883556842804 516.7098999023438 512.4132690429688 None None None +10 1984 0.12636585533618927 516.6892700195312 512.3927001953125 None None None +10 1985 0.12634950876235962 516.6882934570312 512.3922729492188 None None None +10 1986 0.12635810673236847 516.6953125 512.3989868164062 None None None +10 1987 0.12637357413768768 516.6965942382812 512.3997192382812 None None None +10 1988 0.1263689547777176 516.711669921875 512.4149780273438 None None None +10 1989 0.1263713836669922 516.7110595703125 512.414306640625 None None None +10 1990 0.1263629049062729 516.7318115234375 512.4353637695312 None None None +10 1991 0.12636253237724304 516.7443237304688 512.4478149414062 None None None +10 1992 0.1263570338487625 516.7529296875 512.4566650390625 None None None +10 1993 0.12634646892547607 516.7410888671875 512.4451904296875 None None None +10 1994 0.1263357549905777 516.7266235351562 512.4310302734375 None None None +10 1995 0.1263362616300583 516.7319946289062 512.4364013671875 None None None +10 1996 0.12635217607021332 516.72900390625 512.432861328125 None None None +10 1997 0.12633846700191498 516.7283325195312 512.4326782226562 None None None +10 1998 0.1263115406036377 516.7185668945312 512.423828125 None None None +10 1999 0.1263086348772049 516.7282104492188 512.4335327148438 None None None +10 2000 0.12628573179244995 516.724609375 512.4307250976562 None None None +10 2001 0.12626582384109497 516.742919921875 512.44970703125 None None None +10 2002 0.1262754648923874 516.7304077148438 512.4368896484375 None None None +10 2003 0.12628275156021118 516.7354736328125 512.4417114257812 None None None +10 2004 0.1262611597776413 516.7553100585938 512.4622802734375 None None None +10 2005 0.12630052864551544 516.7407836914062 512.4464111328125 None None None +10 2006 0.1262889951467514 516.7440795898438 512.4500732421875 None None None +10 2007 0.12626582384109497 516.7427978515625 512.4495849609375 None None None +10 2008 0.12626418471336365 516.7528076171875 512.4596557617188 None None None +10 2009 0.12624534964561462 516.7633056640625 512.4708251953125 None None None +10 2010 0.12625497579574585 516.767578125 512.4747924804688 None None None +10 2011 0.12623609602451324 516.7621459960938 512.469970703125 None None None +10 2012 0.12622281908988953 516.7492065429688 512.45751953125 None None None +10 2013 0.12623263895511627 516.764404296875 512.4723510742188 None None None +10 2014 0.12621530890464783 516.7620239257812 512.4705200195312 None None None +10 2015 0.12619918584823608 516.7548217773438 512.4639282226562 None None None +10 2016 0.12625426054000854 516.7477416992188 512.4548950195312 None None None +10 2017 0.12625321745872498 516.7241821289062 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diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..89edaba279724fff7b62cc3c9c396c5f12a2c173 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_4/bias_model_scaled.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/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.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_data_params.tsv b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_data_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..036ae196daf39bf2877fcc84d583b40acb4c2e37 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_data_params.tsv @@ -0,0 +1,3 @@ +counts_sum_min_thresh 83.0 +counts_sum_max_thresh 2750.86 +trainings_pts_post_thresh 161302 diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dfc878757724698847ac92bdbbc82ca04b1e66d --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_4/chrombpnet.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_4/new_model_format/chrombpnet.tar with get_new_tf_model_format.py diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_model_params.tsv b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_model_params.tsv new file mode 100644 index 0000000000000000000000000000000000000000..c85eb1a65decd83c4bedf9145624762094d70a15 --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_model_params.tsv @@ -0,0 +1,9 @@ +counts_loss_weight 34.0 +filters 512 +n_dil_layers 8 +bias_model_path /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR619LHF//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5 +inputlen 2114 +outputlen 1000 +max_jitter 500 +chr_fold_path /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +negative_sampling_ratio 0.1 \ No newline at end of file diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d33902fe103dfdea3213ef5029a9c03bc4fd7d --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.chrombpnet_no_bias_formatting.stdout.txt @@ -0,0 +1 @@ +Converting /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/chrombpnet_model_feb15_fold_4/chrombpnet_wo_bias.h5 to /oak/stanford/groups/akundaje/vhecht/chromatin-atlas-2022/ATAC/ENCSR619LHF/fold_4/new_model_format/chrombpnet_nobias.tar with get_new_tf_model_format.py diff --git a/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.epoch_loss.csv b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.epoch_loss.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad823694dc4cb71097e0e7ceb09c353ddeb0d17e --- /dev/null +++ b/fold_4/logs.models.fold_4.ENCSR619LHF/logfile.modelling.fold_4.ENCSR619LHF.epoch_loss.csv @@ -0,0 +1,17 @@ +epoch,logcount_predictions_loss,logits_profile_predictions_loss,loss,val_logcount_predictions_loss,val_logits_profile_predictions_loss,val_loss +0,1.0499783754348755,551.7196655273438,587.4182739257812,0.2507171928882599,536.0760498046875,544.600341796875 +1,0.25605684518814087,535.6224975585938,544.3274536132812,0.2211376577615738,528.5968627929688,536.115478515625 +2,0.2340284287929535,530.5031127929688,538.460693359375,0.22458672523498535,526.45947265625,534.0952758789062 +3,0.21626147627830505,527.5858764648438,534.9386596679688,0.19345857203006744,523.9834594726562,530.5609741210938 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