Add files using upload-large-folder tool
Browse files- ENCSR000EQE/cherimoya.fold_0.log +21 -0
- ENCSR000EQE/cherimoya.fold_2.evaluate.json +76 -0
- ENCSR000EQE/cherimoya.fold_3.performance.tsv +2 -0
- ENCSR000EQE/cherimoya.fold_4.performance.tsv +2 -0
- ENCSR279SXQ/cherimoya.fold_1.fit.json +1 -0
- ENCSR279SXQ/cherimoya.fold_1.performance.tsv +2 -0
- ENCSR279SXQ/cherimoya.fold_3.log +21 -0
- ENCSR279SXQ/cherimoya.fold_4.fit.json +1 -0
- ENCSR476SDZ/cherimoya.fold_3.log +21 -0
- ENCSR545KQR/cherimoya.fold_0.log +21 -0
- ENCSR545KQR/cherimoya.fold_2.fit.json +1 -0
- ENCSR545KQR/cherimoya.fold_3.fit.json +1 -0
- ENCSR684KUG/cherimoya.fold_0.log +21 -0
- ENCSR684KUG/cherimoya.fold_1.evaluate.json +77 -0
- ENCSR684KUG/cherimoya.fold_1.log +21 -0
- ENCSR684KUG/cherimoya.fold_2.fit.json +1 -0
- ENCSR684KUG/cherimoya.fold_4.performance.tsv +2 -0
- ENCSR960EJV/cherimoya.fold_1.performance.tsv +2 -0
- ENCSR960EJV/cherimoya.fold_2.performance.tsv +2 -0
- ENCSR960EJV/cherimoya.fold_4.evaluate.json +75 -0
ENCSR000EQE/cherimoya.fold_0.log
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Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
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| 2 |
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0 2296 28.90442442893982 3.453214645385742 274.27685546875 0.7393895387649536 382.5508117675781 0.1388731151819229 0.48150042 4.893096446990967 True
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10 25256 25.293659925460815 0.4576590061187744 337.37017822265625 0.6938844919204712 333.6032409667969 0.25307804346084595 0.7153952 0.4702164828777313 True
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11 27552 25.254448890686035 0.45392584800720215 317.9146728515625 0.5889119505882263 333.6885681152344 0.2520102858543396 0.721169 0.4643508791923523 True
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14 34440 25.3227596282959 0.45562005043029785 237.8521270751953 0.3152836263179779 331.004638671875 0.259998083114624 0.7396614 0.4419582784175873 True
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15 36736 25.32929301261902 0.45420002937316895 270.1238098144531 0.4784231185913086 331.1957702636719 0.25952133536338806 0.7394934 0.4498782753944397 False
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16 39032 25.28090810775757 0.45594239234924316 234.7614288330078 0.326744019985199 331.0770568847656 0.25827980041503906 0.741829 0.44952094554901123 True
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17 41328 25.34900736808777 0.9967501163482666 324.51812744140625 0.4071226418018341 330.69781494140625 0.26069512963294983 0.7436653 0.453235000371933 True
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18 43624 25.255319833755493 0.4526407718658447 287.1822814941406 0.30685606598854065 331.1759338378906 0.2590648829936981 0.74126124 0.46402671933174133 False
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ENCSR000EQE/cherimoya.fold_2.evaluate.json
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{
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"adam_lr": 0.001,
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"adam_wd": 0.0,
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"batch_size": 64,
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"chroms": [
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"chr22",
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"chr7"
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],
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"controls": null,
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"device": "cuda",
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"dtype": "bfloat16",
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"early_stopping": 20,
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"exclusion_lists": [
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"https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"
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],
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"expansion": 2,
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"in_window": 2114,
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"loci": [
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"train_peaks.fold_2.bed",
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"valid_peaks.fold_2.bed"
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],
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"lw_lr": 0.001,
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"lw_momentum": 0.9,
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"lw_wd": 0.0,
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"max_epochs": 20,
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"max_jitter": 0,
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"model": "cherimoya.fold_2.torch",
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"muon_lr": 0.025,
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"muon_wd": 0.03,
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"n_filters": 128,
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"n_layers": 9,
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"n_warmup_epochs": 2,
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"name": "cherimoya.fold_2",
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"negative_ratio": 0.25,
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"negatives": [
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"train_nonpeaks.fold_2.bed",
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"valid_nonpeaks.fold_2.bed"
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],
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"num_workers": 1,
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"out_window": 1000,
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"performance_filename": "cherimoya.fold_2.performance.tsv",
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"random_state": null,
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"residual_scale": 0.15,
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"reverse_complement": false,
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"reverse_complement_average": false,
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"sequences": "hg38.fa",
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"signals": [
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"ENCFF225SBH.bigWig"
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],
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"skip": false,
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"summits": false,
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"training_chroms": [
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"chr1",
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"chr2",
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"chr3",
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"chr5",
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"chr6",
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"chr8",
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"chr9",
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"chr10",
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"chr13",
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"chr14",
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"chr16",
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"chr17",
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"chr18",
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"chr19",
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"chr20",
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"chr21",
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"chrX"
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],
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"validation_chroms": [
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"chr22",
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"chr7"
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],
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"verbose": true
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}
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ENCSR000EQE/cherimoya.fold_3.performance.tsv
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profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
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367.6393127441406 0.48418495059013367 0.26104462146759033 0.08865953981876373 0.7538313269615173 0.7365466952323914 0.5013992786407471
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ENCSR000EQE/cherimoya.fold_4.performance.tsv
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profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
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336.575927734375 0.4920390248298645 0.25431346893310547 0.08388082683086395 0.7353245615959167 0.712436318397522 0.4759289622306824
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ENCSR279SXQ/cherimoya.fold_1.fit.json
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{"n_filters": 128, "name": "cherimoya.fold_1", "batch_size": 64, "reverse_complement": true, "reverse_complement_average": false, "early_stopping": 20, "dtype": "bfloat16", "device": "cuda", "verbose": true, "training_chroms": ["chr1", "chr3", "chr4", "chr5", "chr6", "chr7", "chr10", "chr11", "chr13", "chr14", "chr15", "chr18", "chr19", "chr20", "chr21", "chr22", "chrX", "chrY"], "validation_chroms": ["chr12", "chr17"], "sequences": "hg38.fa", "loci": ["train_peaks.fold_1.bed", "valid_peaks.fold_1.bed"], "exclusion_lists": ["https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"], "negatives": ["train_nonpeaks.fold_1.bed", "valid_nonpeaks.fold_1.bed"], "signals": ["ENCFF207DCX.bigWig"], "controls": null, "random_state": null, "performance_filename": null, "num_workers": 1, "skip": false}
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ENCSR279SXQ/cherimoya.fold_1.performance.tsv
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profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
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1060.6993408203125 0.3071901798248291 0.5000711679458618 0.25176185369491577 0.857047438621521 0.8263005018234253 0.47639256715774536
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ENCSR279SXQ/cherimoya.fold_3.log
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Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
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| 2 |
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0 2776 34.27657508850098 3.606645107269287 729.153564453125 0.6659959554672241 1204.41552734375 0.3209446668624878 0.7096192 10.052433967590332 True
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| 12 |
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10 30536 30.59909152984619 0.5474529266357422 724.6053466796875 0.7706491947174072 932.8192749023438 0.47426214814186096 0.8065365 0.8874419927597046 True
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14 41640 30.830977201461792 0.5364062786102295 788.1151123046875 0.4392378330230713 915.489013671875 0.4829573333263397 0.83412236 0.6164131164550781 True
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15 44416 30.847341060638428 0.5353751182556152 723.7825927734375 0.42103666067123413 912.6293334960938 0.48478013277053833 0.83876157 0.5501875877380371 True
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16 47192 30.67909574508667 0.5355861186981201 772.4644165039062 0.37529757618904114 908.1484985351562 0.48921459913253784 0.8449015 0.5164076685905457 True
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| 19 |
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17 49968 30.71917486190796 0.5435099601745605 741.5342407226562 0.3821455240249634 909.4988403320312 0.48567670583724976 0.84474176 0.4950394630432129 False
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ENCSR279SXQ/cherimoya.fold_4.fit.json
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{"n_filters": 128, "name": "cherimoya.fold_4", "batch_size": 64, "reverse_complement": true, "reverse_complement_average": false, "early_stopping": 20, "dtype": "bfloat16", "device": "cuda", "verbose": true, "training_chroms": ["chr1", "chr2", "chr3", "chr4", "chr5", "chr6", "chr8", "chr9", "chr11", "chr12", "chr14", "chr15", "chr16", "chr20", "chr22", "chrY"], "validation_chroms": ["chr10", "chr18"], "sequences": "hg38.fa", "loci": ["train_peaks.fold_4.bed", "valid_peaks.fold_4.bed"], "exclusion_lists": ["https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"], "negatives": ["train_nonpeaks.fold_4.bed", "valid_nonpeaks.fold_4.bed"], "signals": ["ENCFF207DCX.bigWig"], "controls": null, "random_state": null, "performance_filename": null, "num_workers": 1, "skip": false}
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ENCSR476SDZ/cherimoya.fold_3.log
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Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
|
| 2 |
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ENCSR545KQR/cherimoya.fold_0.log
ADDED
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| 1 |
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Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
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| 2 |
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ENCSR545KQR/cherimoya.fold_2.fit.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
+
{"n_filters": 128, "name": "cherimoya.fold_2", "batch_size": 64, "reverse_complement": true, "reverse_complement_average": false, "early_stopping": 20, "dtype": "bfloat16", "device": "cuda", "verbose": true, "training_chroms": ["chr1", "chr2", "chr3", "chr5", "chr6", "chr8", "chr9", "chr10", "chr13", "chr14", "chr16", "chr17", "chr18", "chr19", "chr20", "chr21", "chrX"], "validation_chroms": ["chr22", "chr7"], "sequences": "hg38.fa", "loci": ["train_peaks.fold_2.bed", "valid_peaks.fold_2.bed"], "exclusion_lists": ["https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"], "negatives": ["train_nonpeaks.fold_2.bed", "valid_nonpeaks.fold_2.bed"], "signals": ["ENCFF701PJJ.bigWig"], "controls": null, "random_state": null, "performance_filename": null, "num_workers": 1, "skip": false}
|
ENCSR545KQR/cherimoya.fold_3.fit.json
ADDED
|
@@ -0,0 +1 @@
|
|
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|
|
|
|
| 1 |
+
{"n_filters": 128, "name": "cherimoya.fold_3", "batch_size": 64, "reverse_complement": true, "reverse_complement_average": false, "early_stopping": 20, "dtype": "bfloat16", "device": "cuda", "verbose": true, "training_chroms": ["chr1", "chr2", "chr3", "chr4", "chr7", "chr8", "chr9", "chr11", "chr12", "chr13", "chr15", "chr16", "chr17", "chr19", "chrX", "chrY"], "validation_chroms": ["chr6", "chr21"], "sequences": "hg38.fa", "loci": ["train_peaks.fold_3.bed", "valid_peaks.fold_3.bed"], "exclusion_lists": ["https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"], "negatives": ["train_nonpeaks.fold_3.bed", "valid_nonpeaks.fold_3.bed"], "signals": ["ENCFF701PJJ.bigWig"], "controls": null, "random_state": null, "performance_filename": null, "num_workers": 1, "skip": false}
|
ENCSR684KUG/cherimoya.fold_0.log
ADDED
|
@@ -0,0 +1,21 @@
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| 1 |
+
Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
|
| 2 |
+
0 2240 28.925700902938843 4.290265083312988 286.8954162597656 0.6603677868843079 398.3144836425781 0.4435915946960449 0.41122845 8.067306518554688 True
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15 35840 24.69313359260559 0.4550604820251465 233.21054077148438 0.4006000757217407 320.759033203125 0.6172890067100525 0.6275576 0.43694064021110535 True
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16 38080 24.691481828689575 0.44556713104248047 255.44126892089844 0.289315402507782 320.7748718261719 0.6173483729362488 0.63045645 0.43401381373405457 True
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| 19 |
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17 40320 24.658643007278442 0.45058417320251465 260.81689453125 0.37213224172592163 320.7674560546875 0.6169707775115967 0.63148314 0.43549689650535583 True
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|
ENCSR684KUG/cherimoya.fold_1.evaluate.json
ADDED
|
@@ -0,0 +1,77 @@
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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"chr12",
|
| 7 |
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"chr17"
|
| 8 |
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],
|
| 9 |
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| 10 |
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"device": "cuda",
|
| 11 |
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"dtype": "bfloat16",
|
| 12 |
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"early_stopping": 20,
|
| 13 |
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"exclusion_lists": [
|
| 14 |
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"https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"
|
| 15 |
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],
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| 16 |
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"expansion": 2,
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| 17 |
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"in_window": 2114,
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| 18 |
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"loci": [
|
| 19 |
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"train_peaks.fold_1.bed",
|
| 20 |
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|
| 21 |
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],
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| 22 |
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|
| 23 |
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"lw_momentum": 0.9,
|
| 24 |
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"lw_wd": 0.0,
|
| 25 |
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"max_epochs": 20,
|
| 26 |
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| 27 |
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"model": "cherimoya.fold_1.torch",
|
| 28 |
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| 30 |
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"n_filters": 128,
|
| 31 |
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"n_layers": 9,
|
| 32 |
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"n_warmup_epochs": 2,
|
| 33 |
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"name": "cherimoya.fold_1",
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| 34 |
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"negative_ratio": 0.25,
|
| 35 |
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"negatives": [
|
| 36 |
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|
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|
| 38 |
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],
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| 39 |
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|
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| 46 |
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"sequences": "hg38.fa",
|
| 47 |
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|
| 48 |
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"ENCFF745DCO.bigWig"
|
| 49 |
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],
|
| 50 |
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|
| 51 |
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|
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"training_chroms": [
|
| 53 |
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"chr1",
|
| 54 |
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"chr3",
|
| 55 |
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"chr4",
|
| 56 |
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"chr5",
|
| 57 |
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"chr6",
|
| 58 |
+
"chr7",
|
| 59 |
+
"chr10",
|
| 60 |
+
"chr11",
|
| 61 |
+
"chr13",
|
| 62 |
+
"chr14",
|
| 63 |
+
"chr15",
|
| 64 |
+
"chr18",
|
| 65 |
+
"chr19",
|
| 66 |
+
"chr20",
|
| 67 |
+
"chr21",
|
| 68 |
+
"chr22",
|
| 69 |
+
"chrX",
|
| 70 |
+
"chrY"
|
| 71 |
+
],
|
| 72 |
+
"validation_chroms": [
|
| 73 |
+
"chr12",
|
| 74 |
+
"chr17"
|
| 75 |
+
],
|
| 76 |
+
"verbose": true
|
| 77 |
+
}
|
ENCSR684KUG/cherimoya.fold_1.log
ADDED
|
@@ -0,0 +1,21 @@
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| 1 |
+
Epoch Iteration Training Time Validation Time Training MNLL Training Count MSE Validation MNLL Validation Profile Pearson Validation Count Pearson Validation Count MSE Saved?
|
| 2 |
+
0 2300 29.51709222793579 3.437466621398926 232.7999267578125 0.42235714197158813 388.3297119140625 0.44721993803977966 0.4107924 7.1601738929748535 True
|
| 3 |
+
1 4600 25.35242486000061 0.9175832271575928 247.8521270751953 0.48619210720062256 343.03741455078125 0.5515013933181763 0.50799894 2.249263286590576 True
|
| 4 |
+
2 6900 25.386899948120117 0.4793534278869629 218.35693359375 0.7282264232635498 336.19659423828125 0.5692045092582703 0.54577065 0.8071308135986328 True
|
| 5 |
+
3 9200 25.403010606765747 0.4766366481781006 272.65948486328125 0.7373611927032471 333.5722351074219 0.5756803154945374 0.5603232 0.5940123796463013 True
|
| 6 |
+
4 11500 25.33208179473877 0.4762134552001953 268.083251953125 0.6941205859184265 332.14532470703125 0.5798969268798828 0.5683 0.5542175769805908 True
|
| 7 |
+
5 13800 25.3468120098114 1.8043570518493652 274.1107177734375 0.6073839068412781 331.2117919921875 0.582461953163147 0.5751906 0.5296651721000671 True
|
| 8 |
+
6 16100 25.388575792312622 0.4802122116088867 212.4490203857422 0.49337878823280334 330.6058044433594 0.5848425030708313 0.58002794 0.5008081197738647 True
|
| 9 |
+
7 18400 25.349932432174683 0.47823238372802734 261.76348876953125 0.5312873125076294 329.8635559082031 0.5870946645736694 0.5874821 0.5002400279045105 True
|
| 10 |
+
8 20700 25.42260766029358 0.4792768955230713 256.1432800292969 0.4231569170951843 329.0906677246094 0.5892114639282227 0.59099627 0.47429051995277405 True
|
| 11 |
+
9 23000 25.41192078590393 0.48648977279663086 289.55218505859375 0.543914794921875 328.6091613769531 0.5906695127487183 0.5944146 0.47407734394073486 True
|
| 12 |
+
10 25300 25.305155754089355 3.4632463455200195 263.65985107421875 0.5506018996238708 327.7359619140625 0.592869758605957 0.60434747 0.459340363740921 True
|
| 13 |
+
11 27600 25.41509222984314 0.48438358306884766 261.12579345703125 0.49074599146842957 326.94366455078125 0.5949176549911499 0.6146483 0.43727096915245056 True
|
| 14 |
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12 29900 25.307635068893433 0.48244595527648926 258.52532958984375 0.4188781976699829 326.4410705566406 0.5963708758354187 0.62115926 0.41880524158477783 True
|
| 15 |
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13 32200 25.299996614456177 21.26261067390442 260.86737060546875 0.42464691400527954 325.8337707519531 0.5977486968040466 0.6305295 0.40754684805870056 True
|
| 16 |
+
14 34500 26.7404842376709 0.49071478843688965 240.78146362304688 0.42208799719810486 324.9337463378906 0.5992797017097473 0.6375422 0.3973127007484436 True
|
| 17 |
+
15 36800 25.341005086898804 0.4959123134613037 241.31491088867188 0.34849703311920166 324.525146484375 0.600255012512207 0.64611953 0.38724496960639954 True
|
| 18 |
+
16 39100 25.32016110420227 0.4874534606933594 232.749267578125 0.24996647238731384 324.34405517578125 0.6006435751914978 0.64995307 0.38225701451301575 True
|
| 19 |
+
17 41400 25.310630083084106 0.47388601303100586 239.90805053710938 0.27792492508888245 324.1297912597656 0.6003014445304871 0.65011334 0.3856605291366577 True
|
| 20 |
+
18 43700 25.378382444381714 0.4774656295776367 245.2900390625 0.35179460048675537 324.42962646484375 0.5998121500015259 0.6485411 0.39279088377952576 False
|
| 21 |
+
19 46000 25.3410542011261 0.4794807434082031 259.21044921875 0.2758966088294983 324.3545837402344 0.5995053052902222 0.64583 0.39799052476882935 False
|
ENCSR684KUG/cherimoya.fold_2.fit.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"n_filters": 128, "name": "cherimoya.fold_2", "batch_size": 64, "reverse_complement": true, "reverse_complement_average": false, "early_stopping": 20, "dtype": "bfloat16", "device": "cuda", "verbose": true, "training_chroms": ["chr1", "chr2", "chr3", "chr5", "chr6", "chr8", "chr9", "chr10", "chr13", "chr14", "chr16", "chr17", "chr18", "chr19", "chr20", "chr21", "chrX"], "validation_chroms": ["chr22", "chr7"], "sequences": "hg38.fa", "loci": ["train_peaks.fold_2.bed", "valid_peaks.fold_2.bed"], "exclusion_lists": ["https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"], "negatives": ["train_nonpeaks.fold_2.bed", "valid_nonpeaks.fold_2.bed"], "signals": ["ENCFF745DCO.bigWig"], "controls": null, "random_state": null, "performance_filename": null, "num_workers": 1, "skip": false}
|
ENCSR684KUG/cherimoya.fold_4.performance.tsv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
|
| 2 |
+
316.97088623046875 0.3134075701236725 0.6160497665405273 0.2080475091934204 0.6477465629577637 0.6215923428535461 0.41047754883766174
|
ENCSR960EJV/cherimoya.fold_1.performance.tsv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
|
| 2 |
+
341.0453796386719 0.47252464294433594 0.30082330107688904 0.09388378262519836 0.7238397598266602 0.6816983222961426 0.514260470867157
|
ENCSR960EJV/cherimoya.fold_2.performance.tsv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
profile_mnll profile_jsd profile_pearson profile_spearman count_pearson count_spearman count_mse
|
| 2 |
+
318.9734191894531 0.47922685742378235 0.2968769967556 0.08793853968381882 0.6922259330749512 0.6578781008720398 0.5155617594718933
|
ENCSR960EJV/cherimoya.fold_4.evaluate.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"adam_lr": 0.001,
|
| 3 |
+
"adam_wd": 0.0,
|
| 4 |
+
"batch_size": 64,
|
| 5 |
+
"chroms": [
|
| 6 |
+
"chr10",
|
| 7 |
+
"chr18"
|
| 8 |
+
],
|
| 9 |
+
"controls": null,
|
| 10 |
+
"device": "cuda",
|
| 11 |
+
"dtype": "bfloat16",
|
| 12 |
+
"early_stopping": 20,
|
| 13 |
+
"exclusion_lists": [
|
| 14 |
+
"https://www.encodeproject.org/files/ENCFF940NTE/@@download/ENCFF940NTE.bed.gz"
|
| 15 |
+
],
|
| 16 |
+
"expansion": 2,
|
| 17 |
+
"in_window": 2114,
|
| 18 |
+
"loci": [
|
| 19 |
+
"train_peaks.fold_4.bed",
|
| 20 |
+
"valid_peaks.fold_4.bed"
|
| 21 |
+
],
|
| 22 |
+
"lw_lr": 0.001,
|
| 23 |
+
"lw_momentum": 0.9,
|
| 24 |
+
"lw_wd": 0.0,
|
| 25 |
+
"max_epochs": 20,
|
| 26 |
+
"max_jitter": 0,
|
| 27 |
+
"model": "cherimoya.fold_4.torch",
|
| 28 |
+
"muon_lr": 0.025,
|
| 29 |
+
"muon_wd": 0.03,
|
| 30 |
+
"n_filters": 128,
|
| 31 |
+
"n_layers": 9,
|
| 32 |
+
"n_warmup_epochs": 2,
|
| 33 |
+
"name": "cherimoya.fold_4",
|
| 34 |
+
"negative_ratio": 0.25,
|
| 35 |
+
"negatives": [
|
| 36 |
+
"train_nonpeaks.fold_4.bed",
|
| 37 |
+
"valid_nonpeaks.fold_4.bed"
|
| 38 |
+
],
|
| 39 |
+
"num_workers": 1,
|
| 40 |
+
"out_window": 1000,
|
| 41 |
+
"performance_filename": "cherimoya.fold_4.performance.tsv",
|
| 42 |
+
"random_state": null,
|
| 43 |
+
"residual_scale": 0.15,
|
| 44 |
+
"reverse_complement": false,
|
| 45 |
+
"reverse_complement_average": false,
|
| 46 |
+
"sequences": "hg38.fa",
|
| 47 |
+
"signals": [
|
| 48 |
+
"ENCFF613VVE.bigWig"
|
| 49 |
+
],
|
| 50 |
+
"skip": false,
|
| 51 |
+
"summits": false,
|
| 52 |
+
"training_chroms": [
|
| 53 |
+
"chr1",
|
| 54 |
+
"chr2",
|
| 55 |
+
"chr3",
|
| 56 |
+
"chr4",
|
| 57 |
+
"chr5",
|
| 58 |
+
"chr6",
|
| 59 |
+
"chr8",
|
| 60 |
+
"chr9",
|
| 61 |
+
"chr11",
|
| 62 |
+
"chr12",
|
| 63 |
+
"chr14",
|
| 64 |
+
"chr15",
|
| 65 |
+
"chr16",
|
| 66 |
+
"chr20",
|
| 67 |
+
"chr22",
|
| 68 |
+
"chrY"
|
| 69 |
+
],
|
| 70 |
+
"validation_chroms": [
|
| 71 |
+
"chr10",
|
| 72 |
+
"chr18"
|
| 73 |
+
],
|
| 74 |
+
"verbose": true
|
| 75 |
+
}
|