DNase-seq DNASE_SE /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json Sat Mar 25 01:15:06 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.85.12 Driver Version: 525.85.12 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA TITAN V On | 00000000:82:00.0 Off | N/A | | 28% 32C P8 26W / 250W | 0MiB / 12288MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-03-25_01-15-11: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/HEPG2_DNASE_PE/fold_0/bias.h5 \ --output_dir=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 157350 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157350 Number of peaks input: 42650 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42650 Number of non peaks input: 157349 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 157349 Number of non peaks input: 42650 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 42650 Number of peaks after removing outliers: 155619 Number of nonpeaks after removing outliers: 140265 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4384 [..............................] - ETA: 10:16:34 7/4384 [..............................] - ETA: 39s  13/4384 [..............................] - ETA: 40s 19/4384 [..............................] - ETA: 40s 25/4384 [..............................] - ETA: 40s 31/4384 [..............................] - ETA: 40s 37/4384 [..............................] - ETA: 41s 43/4384 [..............................] - ETA: 40s 49/4384 [..............................] - ETA: 40s 55/4384 [..............................] - ETA: 40s 61/4384 [..............................] - ETA: 40s 67/4384 [..............................] - ETA: 40s 73/4384 [..............................] - ETA: 40s 79/4384 [..............................] - ETA: 40s 85/4384 [..............................] - ETA: 40s 91/4384 [..............................] - ETA: 40s 97/4384 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ETA: 0s 4384/4384 [==============================] - ETA: 0s 4384/4384 [==============================] - 50s 9ms/step 2023-03-25_01-29-52: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --params=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet_model_params.tsv \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '53.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(139603, 10) loading nonpeaks... got split:train for bed regions:(125211, 10) loading peaks... got split:valid for bed regions:(16016, 10) loading nonpeaks... got split:valid for bed regions:(15054, 10) Epoch 1/50 1/2400 [..............................] - ETA: 6:36:06 - loss: 2426.8494 - logits_profile_predictions_loss: 2198.4370 - logcount_predictions_loss: 4.3097 2/2400 [..............................] - ETA: 22:39 - loss: 2385.3424 - logits_profile_predictions_loss: 2165.1733 - logcount_predictions_loss: 4.1541  3/2400 [..............................] - ETA: 22:35 - loss: 24160.5199 - logits_profile_predictions_loss: 2292.1647 - logcount_predictions_loss: 412.6105 4/2400 [..............................] - ETA: 22:35 - loss: 30933.4485 - logits_profile_predictions_loss: 2309.3520 - logcount_predictions_loss: 540.0773 5/2400 [..............................] - ETA: 22:34 - loss: 33052.4417 - logits_profile_predictions_loss: 2320.2342 - 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[..............................] - ETA: 22:30 - loss: 28556.5545 - logits_profile_predictions_loss: 2315.6806 - logcount_predictions_loss: 495.1108 13/2400 [..............................] - ETA: 22:29 - loss: 27706.0004 - logits_profile_predictions_loss: 2313.7463 - logcount_predictions_loss: 479.0991 14/2400 [..............................] - ETA: 22:28 - loss: 26899.3797 - logits_profile_predictions_loss: 2310.9658 - logcount_predictions_loss: 463.9323 15/2400 [..............................] - ETA: 22:28 - loss: 26135.3270 - logits_profile_predictions_loss: 2305.6439 - logcount_predictions_loss: 449.6167 16/2400 [..............................] - ETA: 22:27 - loss: 25414.0570 - logits_profile_predictions_loss: 2299.0857 - logcount_predictions_loss: 436.1315 17/2400 [..............................] - ETA: 22:26 - loss: 24734.3214 - logits_profile_predictions_loss: 2292.1254 - logcount_predictions_loss: 423.4377 18/2400 [..............................] - ETA: 22:26 - loss: 24093.5759 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logcount_predictions_loss: 14.1900 2395/2400 [============================>.] - ETA: 2s - loss: 2386.2276 - logits_profile_predictions_loss: 1634.3717 - logcount_predictions_loss: 14.1859 2396/2400 [============================>.] - ETA: 2s - loss: 2385.9629 - logits_profile_predictions_loss: 1634.3198 - logcount_predictions_loss: 14.1819 2397/2400 [============================>.] - ETA: 1s - loss: 2385.6985 - logits_profile_predictions_loss: 1634.2679 - logcount_predictions_loss: 14.1779 2398/2400 [============================>.] - ETA: 1s - loss: 2385.4342 - logits_profile_predictions_loss: 1634.2161 - logcount_predictions_loss: 14.1739 2399/2400 [============================>.] - ETA: 0s - loss: 2385.1700 - logits_profile_predictions_loss: 1634.1643 - logcount_predictions_loss: 14.1699 2400/2400 [==============================] - ETA: 0s - loss: 2384.9060 - logits_profile_predictions_loss: 1634.1124 - logcount_predictions_loss: 14.1659 2400/2400 [==============================] - 1425s 590ms/step - loss: 2384.6423 - logits_profile_predictions_loss: 1634.0607 - logcount_predictions_loss: 14.1619 - val_loss: 1640.7498 - val_logits_profile_predictions_loss: 1574.0651 - val_logcount_predictions_loss: 1.2582 Epoch 00001: val_loss improved from inf to 1640.74976, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 2/50 1/2400 [..............................] - ETA: 23:33 - loss: 1590.0720 - logits_profile_predictions_loss: 1553.8679 - logcount_predictions_loss: 0.6831 2/2400 [..............................] - ETA: 22:33 - loss: 1534.3114 - logits_profile_predictions_loss: 1495.5232 - logcount_predictions_loss: 0.7319 3/2400 [..............................] - ETA: 22:33 - loss: 1488.3941 - logits_profile_predictions_loss: 1449.0298 - logcount_predictions_loss: 0.7427 4/2400 [..............................] - ETA: 22:33 - loss: 1463.7291 - logits_profile_predictions_loss: 1423.7637 - logcount_predictions_loss: 0.7541 5/2400 [..............................] - ETA: 22:32 - loss: 1450.4946 - logits_profile_predictions_loss: 1410.3906 - logcount_predictions_loss: 0.7567 6/2400 [..............................] - ETA: 22:32 - loss: 1443.1182 - logits_profile_predictions_loss: 1402.8143 - logcount_predictions_loss: 0.7605 7/2400 [..............................] - ETA: 22:31 - loss: 1435.7194 - logits_profile_predictions_loss: 1394.9971 - logcount_predictions_loss: 0.7683 8/2400 [..............................] - ETA: 22:31 - loss: 1431.4972 - logits_profile_predictions_loss: 1390.4394 - logcount_predictions_loss: 0.7747 9/2400 [..............................] - ETA: 22:31 - loss: 1428.0049 - logits_profile_predictions_loss: 1386.6769 - logcount_predictions_loss: 0.7798 10/2400 [..............................] - ETA: 22:31 - loss: 1424.2100 - logits_profile_predictions_loss: 1382.6297 - logcount_predictions_loss: 0.7845 11/2400 [..............................] - ETA: 22:30 - loss: 1424.3394 - logits_profile_predictions_loss: 1382.4337 - logcount_predictions_loss: 0.7907 12/2400 [..............................] - ETA: 22:30 - loss: 1428.5800 - logits_profile_predictions_loss: 1386.1694 - logcount_predictions_loss: 0.8002 13/2400 [..............................] - ETA: 22:29 - loss: 1432.1219 - logits_profile_predictions_loss: 1389.2048 - logcount_predictions_loss: 0.8098 14/2400 [..............................] - ETA: 22:29 - loss: 1435.9347 - logits_profile_predictions_loss: 1392.5656 - logcount_predictions_loss: 0.8183 15/2400 [..............................] - ETA: 22:28 - loss: 1439.1196 - logits_profile_predictions_loss: 1395.3609 - logcount_predictions_loss: 0.8256 16/2400 [..............................] - ETA: 22:27 - loss: 1441.3377 - logits_profile_predictions_loss: 1397.1799 - logcount_predictions_loss: 0.8332 17/2400 [..............................] - ETA: 22:27 - loss: 1443.2735 - logits_profile_predictions_loss: 1398.6977 - 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22:15 - loss: 1444.0730 - logits_profile_predictions_loss: 1395.2102 - logcount_predictions_loss: 0.9219 38/2400 [..............................] - ETA: 22:14 - loss: 1443.9874 - logits_profile_predictions_loss: 1395.0232 - logcount_predictions_loss: 0.9239 39/2400 [..............................] - ETA: 22:14 - loss: 1443.7618 - logits_profile_predictions_loss: 1394.7007 - logcount_predictions_loss: 0.9257 40/2400 [..............................] - ETA: 22:13 - loss: 1443.5356 - logits_profile_predictions_loss: 1394.3819 - logcount_predictions_loss: 0.9274 41/2400 [..............................] - ETA: 22:13 - loss: 1443.3431 - logits_profile_predictions_loss: 1394.0982 - logcount_predictions_loss: 0.9292 42/2400 [..............................] - ETA: 22:12 - loss: 1443.1939 - logits_profile_predictions_loss: 1393.8566 - logcount_predictions_loss: 0.9309 43/2400 [..............................] - ETA: 22:11 - loss: 1443.1234 - logits_profile_predictions_loss: 1393.6977 - 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22:07 - loss: 1443.3903 - logits_profile_predictions_loss: 1393.4877 - logcount_predictions_loss: 0.9416 51/2400 [..............................] - ETA: 22:07 - loss: 1443.3605 - logits_profile_predictions_loss: 1393.4042 - logcount_predictions_loss: 0.9426 52/2400 [..............................] - ETA: 22:06 - loss: 1443.3180 - logits_profile_predictions_loss: 1393.3109 - logcount_predictions_loss: 0.9435 53/2400 [..............................] - ETA: 22:06 - loss: 1443.1852 - logits_profile_predictions_loss: 1393.1342 - logcount_predictions_loss: 0.9444 54/2400 [..............................] - ETA: 22:05 - loss: 1443.0840 - logits_profile_predictions_loss: 1392.9920 - logcount_predictions_loss: 0.9451 55/2400 [..............................] - ETA: 22:05 - loss: 1443.0797 - logits_profile_predictions_loss: 1392.9482 - logcount_predictions_loss: 0.9459 56/2400 [..............................] - ETA: 22:04 - loss: 1443.1066 - logits_profile_predictions_loss: 1392.9362 - 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22:00 - loss: 1442.8553 - logits_profile_predictions_loss: 1392.4860 - logcount_predictions_loss: 0.9504 64/2400 [..............................] - ETA: 22:00 - loss: 1442.7981 - logits_profile_predictions_loss: 1392.3968 - logcount_predictions_loss: 0.9510 65/2400 [..............................] - ETA: 21:59 - loss: 1442.8073 - logits_profile_predictions_loss: 1392.3730 - logcount_predictions_loss: 0.9516 66/2400 [..............................] - ETA: 21:59 - loss: 1442.8039 - logits_profile_predictions_loss: 1392.3396 - logcount_predictions_loss: 0.9522 67/2400 [..............................] - ETA: 21:58 - loss: 1442.8100 - logits_profile_predictions_loss: 1392.3153 - logcount_predictions_loss: 0.9527 68/2400 [..............................] - ETA: 21:57 - loss: 1442.8438 - logits_profile_predictions_loss: 1392.3212 - logcount_predictions_loss: 0.9533 69/2400 [..............................] - ETA: 21:57 - loss: 1442.8484 - logits_profile_predictions_loss: 1392.2979 - 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21:53 - loss: 1443.1779 - logits_profile_predictions_loss: 1392.4825 - logcount_predictions_loss: 0.9565 77/2400 [..............................] - ETA: 21:53 - loss: 1443.1977 - logits_profile_predictions_loss: 1392.4871 - logcount_predictions_loss: 0.9568 78/2400 [..............................] - ETA: 21:52 - loss: 1443.2016 - logits_profile_predictions_loss: 1392.4763 - logcount_predictions_loss: 0.9571 79/2400 [..............................] - ETA: 21:51 - loss: 1443.2083 - logits_profile_predictions_loss: 1392.4675 - logcount_predictions_loss: 0.9574 80/2400 [>.............................] - ETA: 21:51 - loss: 1443.2234 - logits_profile_predictions_loss: 1392.4674 - logcount_predictions_loss: 0.9577 81/2400 [>.............................] - ETA: 21:50 - loss: 1443.2133 - logits_profile_predictions_loss: 1392.4407 - logcount_predictions_loss: 0.9580 82/2400 [>.............................] - ETA: 21:50 - loss: 1443.1779 - logits_profile_predictions_loss: 1392.3895 - 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- ETA: 21:31 - loss: 1442.8985 - logits_profile_predictions_loss: 1391.8255 - logcount_predictions_loss: 0.9636 116/2400 [>.............................] - ETA: 21:30 - loss: 1442.8948 - logits_profile_predictions_loss: 1391.8169 - logcount_predictions_loss: 0.9637 117/2400 [>.............................] - ETA: 21:30 - loss: 1442.8872 - logits_profile_predictions_loss: 1391.8052 - logcount_predictions_loss: 0.9638 118/2400 [>.............................] - ETA: 21:29 - loss: 1442.8860 - logits_profile_predictions_loss: 1391.8002 - logcount_predictions_loss: 0.9639 119/2400 [>.............................] - ETA: 21:29 - loss: 1442.8836 - logits_profile_predictions_loss: 1391.7948 - logcount_predictions_loss: 0.9639 120/2400 [>.............................] - ETA: 21:28 - loss: 1442.8887 - logits_profile_predictions_loss: 1391.7967 - logcount_predictions_loss: 0.9640 121/2400 [>.............................] - ETA: 21:27 - loss: 1442.8818 - logits_profile_predictions_loss: 1391.7876 - logcount_predictions_loss: 0.9640 122/2400 [>.............................] - ETA: 21:27 - loss: 1442.8779 - logits_profile_predictions_loss: 1391.7814 - logcount_predictions_loss: 0.9641 123/2400 [>.............................] - ETA: 21:26 - loss: 1442.8996 - logits_profile_predictions_loss: 1391.8002 - logcount_predictions_loss: 0.9641 124/2400 [>.............................] - ETA: 21:26 - loss: 1442.9389 - logits_profile_predictions_loss: 1391.8369 - logcount_predictions_loss: 0.9642 125/2400 [>.............................] - ETA: 21:25 - loss: 1442.9773 - logits_profile_predictions_loss: 1391.8725 - logcount_predictions_loss: 0.9642 126/2400 [>.............................] - ETA: 21:25 - loss: 1443.0124 - logits_profile_predictions_loss: 1391.9043 - logcount_predictions_loss: 0.9643 127/2400 [>.............................] - ETA: 21:24 - loss: 1443.0490 - logits_profile_predictions_loss: 1391.9367 - logcount_predictions_loss: 0.9644 128/2400 [>.............................] - ETA: 21:24 - loss: 1443.0627 - logits_profile_predictions_loss: 1391.9467 - logcount_predictions_loss: 0.9645 129/2400 [>.............................] - ETA: 21:23 - loss: 1443.0773 - logits_profile_predictions_loss: 1391.9583 - logcount_predictions_loss: 0.9645 130/2400 [>.............................] - ETA: 21:22 - loss: 1443.0919 - logits_profile_predictions_loss: 1391.9702 - logcount_predictions_loss: 0.9646 131/2400 [>.............................] - ETA: 21:22 - loss: 1443.1016 - logits_profile_predictions_loss: 1391.9770 - logcount_predictions_loss: 0.9646 132/2400 [>.............................] - ETA: 21:21 - loss: 1443.1180 - logits_profile_predictions_loss: 1391.9897 - logcount_predictions_loss: 0.9647 133/2400 [>.............................] - ETA: 21:21 - loss: 1443.1313 - logits_profile_predictions_loss: 1391.9993 - logcount_predictions_loss: 0.9648 134/2400 [>.............................] - ETA: 21:20 - loss: 1443.1350 - 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logcount_predictions_loss: 0.9250 2378/2400 [============================>.] - ETA: 12s - loss: 1420.3046 - logits_profile_predictions_loss: 1371.2797 - logcount_predictions_loss: 0.9250 2379/2400 [============================>.] - ETA: 11s - loss: 1420.2970 - logits_profile_predictions_loss: 1371.2729 - logcount_predictions_loss: 0.9250 2380/2400 [============================>.] - ETA: 11s - loss: 1420.2894 - logits_profile_predictions_loss: 1371.2660 - logcount_predictions_loss: 0.9250 2381/2400 [============================>.] - ETA: 10s - loss: 1420.2817 - logits_profile_predictions_loss: 1371.2591 - logcount_predictions_loss: 0.9250 2382/2400 [============================>.] - ETA: 10s - loss: 1420.2741 - logits_profile_predictions_loss: 1371.2522 - logcount_predictions_loss: 0.9249 2383/2400 [============================>.] - ETA: 9s - loss: 1420.2665 - logits_profile_predictions_loss: 1371.2454 - logcount_predictions_loss: 0.9249  2384/2400 [============================>.] - ETA: 9s - loss: 1420.2588 - logits_profile_predictions_loss: 1371.2385 - logcount_predictions_loss: 0.9249 2385/2400 [============================>.] - ETA: 8s - loss: 1420.2512 - logits_profile_predictions_loss: 1371.2316 - logcount_predictions_loss: 0.9249 2386/2400 [============================>.] - ETA: 7s - loss: 1420.2435 - logits_profile_predictions_loss: 1371.2247 - logcount_predictions_loss: 0.9249 2387/2400 [============================>.] - ETA: 7s - loss: 1420.2359 - logits_profile_predictions_loss: 1371.2178 - logcount_predictions_loss: 0.9249 2388/2400 [============================>.] - ETA: 6s - loss: 1420.2281 - logits_profile_predictions_loss: 1371.2109 - logcount_predictions_loss: 0.9249 2389/2400 [============================>.] - ETA: 6s - loss: 1420.2205 - logits_profile_predictions_loss: 1371.2040 - logcount_predictions_loss: 0.9248 2390/2400 [============================>.] - ETA: 5s - loss: 1420.2129 - logits_profile_predictions_loss: 1371.1971 - logcount_predictions_loss: 0.9248 2391/2400 [============================>.] - ETA: 5s - loss: 1420.2053 - logits_profile_predictions_loss: 1371.1903 - logcount_predictions_loss: 0.9248 2392/2400 [============================>.] - ETA: 4s - loss: 1420.1977 - logits_profile_predictions_loss: 1371.1834 - logcount_predictions_loss: 0.9248 2393/2400 [============================>.] - ETA: 3s - loss: 1420.1901 - logits_profile_predictions_loss: 1371.1766 - logcount_predictions_loss: 0.9248 2394/2400 [============================>.] - ETA: 3s - loss: 1420.1825 - logits_profile_predictions_loss: 1371.1697 - logcount_predictions_loss: 0.9248 2395/2400 [============================>.] - ETA: 2s - loss: 1420.1748 - logits_profile_predictions_loss: 1371.1629 - logcount_predictions_loss: 0.9248 2396/2400 [============================>.] - ETA: 2s - loss: 1420.1672 - logits_profile_predictions_loss: 1371.1560 - logcount_predictions_loss: 0.9247 2397/2400 [============================>.] - ETA: 1s - loss: 1420.1597 - logits_profile_predictions_loss: 1371.1492 - logcount_predictions_loss: 0.9247 2398/2400 [============================>.] - ETA: 1s - loss: 1420.1520 - logits_profile_predictions_loss: 1371.1423 - logcount_predictions_loss: 0.9247 2399/2400 [============================>.] - ETA: 0s - loss: 1420.1444 - logits_profile_predictions_loss: 1371.1355 - logcount_predictions_loss: 0.9247 2400/2400 [==============================] - ETA: 0s - loss: 1420.1368 - logits_profile_predictions_loss: 1371.1286 - logcount_predictions_loss: 0.9247 2400/2400 [==============================] - 1412s 588ms/step - loss: 1420.1292 - logits_profile_predictions_loss: 1371.1218 - logcount_predictions_loss: 0.9247 - val_loss: 1575.9343 - val_logits_profile_predictions_loss: 1506.9620 - val_logcount_predictions_loss: 1.3014 Epoch 00002: val_loss improved from 1640.74976 to 1575.93433, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 3/50 1/2400 [..............................] - ETA: 23:37 - loss: 1622.3257 - logits_profile_predictions_loss: 1564.9500 - logcount_predictions_loss: 1.0826 2/2400 [..............................] - ETA: 22:33 - loss: 1553.3262 - logits_profile_predictions_loss: 1498.1553 - logcount_predictions_loss: 1.0410 3/2400 [..............................] - ETA: 22:34 - loss: 1551.8309 - logits_profile_predictions_loss: 1498.4541 - logcount_predictions_loss: 1.0071 4/2400 [..............................] - ETA: 22:32 - loss: 1549.7129 - logits_profile_predictions_loss: 1498.0031 - logcount_predictions_loss: 0.9757 5/2400 [..............................] - ETA: 22:33 - loss: 1540.0397 - logits_profile_predictions_loss: 1489.6120 - logcount_predictions_loss: 0.9515 6/2400 [..............................] - ETA: 22:32 - loss: 1530.5185 - logits_profile_predictions_loss: 1481.1645 - logcount_predictions_loss: 0.9312 7/2400 [..............................] - ETA: 22:32 - loss: 1519.0404 - logits_profile_predictions_loss: 1470.5038 - logcount_predictions_loss: 0.9158 8/2400 [..............................] - ETA: 22:31 - loss: 1510.5333 - logits_profile_predictions_loss: 1462.5358 - logcount_predictions_loss: 0.9056 9/2400 [..............................] - ETA: 22:30 - loss: 1502.4799 - logits_profile_predictions_loss: 1454.8780 - logcount_predictions_loss: 0.8981 10/2400 [..............................] - ETA: 22:30 - loss: 1493.0792 - logits_profile_predictions_loss: 1445.8729 - logcount_predictions_loss: 0.8907 11/2400 [..............................] - ETA: 22:29 - loss: 1484.7766 - logits_profile_predictions_loss: 1437.9016 - logcount_predictions_loss: 0.8844 12/2400 [..............................] - ETA: 22:28 - loss: 1477.1238 - logits_profile_predictions_loss: 1430.5331 - logcount_predictions_loss: 0.8791 13/2400 [..............................] - ETA: 22:28 - loss: 1470.3162 - logits_profile_predictions_loss: 1423.9561 - logcount_predictions_loss: 0.8747 14/2400 [..............................] - ETA: 22:27 - loss: 1463.6297 - logits_profile_predictions_loss: 1417.4173 - logcount_predictions_loss: 0.8719 15/2400 [..............................] - ETA: 22:27 - loss: 1456.9255 - logits_profile_predictions_loss: 1410.9300 - logcount_predictions_loss: 0.8678 16/2400 [..............................] - ETA: 22:26 - loss: 1450.7409 - logits_profile_predictions_loss: 1404.9536 - logcount_predictions_loss: 0.8639 17/2400 [..............................] - ETA: 22:26 - loss: 1445.7365 - logits_profile_predictions_loss: 1400.1411 - logcount_predictions_loss: 0.8603 18/2400 [..............................] - ETA: 22:25 - loss: 1440.4989 - logits_profile_predictions_loss: 1395.0936 - logcount_predictions_loss: 0.8567 19/2400 [..............................] - ETA: 22:24 - loss: 1435.5495 - logits_profile_predictions_loss: 1390.2880 - logcount_predictions_loss: 0.8540 20/2400 [..............................] - ETA: 22:24 - loss: 1430.5792 - logits_profile_predictions_loss: 1385.4487 - logcount_predictions_loss: 0.8515 21/2400 [..............................] - ETA: 22:23 - loss: 1426.2851 - logits_profile_predictions_loss: 1381.2528 - logcount_predictions_loss: 0.8497 22/2400 [..............................] - ETA: 22:23 - loss: 1422.3037 - logits_profile_predictions_loss: 1377.3527 - logcount_predictions_loss: 0.8481 23/2400 [..............................] - ETA: 22:22 - loss: 1418.8752 - logits_profile_predictions_loss: 1373.9899 - logcount_predictions_loss: 0.8469 24/2400 [..............................] - ETA: 22:22 - loss: 1415.4384 - logits_profile_predictions_loss: 1370.6330 - logcount_predictions_loss: 0.8454 25/2400 [..............................] - ETA: 22:21 - loss: 1412.0520 - logits_profile_predictions_loss: 1367.3283 - logcount_predictions_loss: 0.8438 26/2400 [..............................] - ETA: 22:20 - loss: 1408.6290 - logits_profile_predictions_loss: 1363.9945 - logcount_predictions_loss: 0.8422 27/2400 [..............................] - ETA: 22:20 - loss: 1405.6244 - logits_profile_predictions_loss: 1361.0885 - logcount_predictions_loss: 0.8403 28/2400 [..............................] - ETA: 22:19 - loss: 1402.8634 - logits_profile_predictions_loss: 1358.4173 - logcount_predictions_loss: 0.8386 29/2400 [..............................] - ETA: 22:19 - loss: 1400.3465 - logits_profile_predictions_loss: 1355.9740 - logcount_predictions_loss: 0.8372 30/2400 [..............................] - ETA: 22:18 - loss: 1398.1528 - logits_profile_predictions_loss: 1353.8636 - logcount_predictions_loss: 0.8356 31/2400 [..............................] - ETA: 22:18 - loss: 1396.0219 - logits_profile_predictions_loss: 1351.8106 - logcount_predictions_loss: 0.8342 32/2400 [..............................] - ETA: 22:17 - loss: 1394.0427 - logits_profile_predictions_loss: 1349.8975 - logcount_predictions_loss: 0.8329 33/2400 [..............................] - ETA: 22:17 - loss: 1392.1988 - logits_profile_predictions_loss: 1348.1069 - logcount_predictions_loss: 0.8319 34/2400 [..............................] - ETA: 22:16 - loss: 1390.2875 - logits_profile_predictions_loss: 1346.2419 - logcount_predictions_loss: 0.8310 35/2400 [..............................] - ETA: 22:16 - loss: 1388.3420 - logits_profile_predictions_loss: 1344.3405 - logcount_predictions_loss: 0.8302 36/2400 [..............................] - ETA: 22:15 - loss: 1386.5144 - logits_profile_predictions_loss: 1342.5582 - logcount_predictions_loss: 0.8294 37/2400 [..............................] - ETA: 22:14 - loss: 1384.7645 - logits_profile_predictions_loss: 1340.8512 - logcount_predictions_loss: 0.8286 38/2400 [..............................] - ETA: 22:14 - loss: 1383.0598 - logits_profile_predictions_loss: 1339.1927 - logcount_predictions_loss: 0.8277 39/2400 [..............................] - ETA: 22:13 - loss: 1381.5605 - logits_profile_predictions_loss: 1337.7400 - logcount_predictions_loss: 0.8268 40/2400 [..............................] - ETA: 22:13 - loss: 1380.1929 - logits_profile_predictions_loss: 1336.4118 - logcount_predictions_loss: 0.8261 41/2400 [..............................] - ETA: 22:12 - loss: 1378.7808 - logits_profile_predictions_loss: 1335.0436 - logcount_predictions_loss: 0.8252 42/2400 [..............................] - ETA: 22:11 - loss: 1377.4337 - logits_profile_predictions_loss: 1333.7264 - logcount_predictions_loss: 0.8247 43/2400 [..............................] - ETA: 22:11 - loss: 1376.0936 - logits_profile_predictions_loss: 1332.4120 - logcount_predictions_loss: 0.8242 44/2400 [..............................] - ETA: 22:10 - loss: 1374.9165 - logits_profile_predictions_loss: 1331.2552 - logcount_predictions_loss: 0.8238 45/2400 [..............................] - ETA: 22:10 - loss: 1373.8438 - logits_profile_predictions_loss: 1330.1977 - logcount_predictions_loss: 0.8235 46/2400 [..............................] - ETA: 22:09 - loss: 1372.8689 - logits_profile_predictions_loss: 1329.2362 - logcount_predictions_loss: 0.8233 47/2400 [..............................] - ETA: 22:09 - loss: 1371.8097 - logits_profile_predictions_loss: 1328.1945 - logcount_predictions_loss: 0.8229 48/2400 [..............................] - ETA: 22:08 - loss: 1370.7472 - logits_profile_predictions_loss: 1327.1502 - logcount_predictions_loss: 0.8226 49/2400 [..............................] - ETA: 22:07 - loss: 1369.7433 - logits_profile_predictions_loss: 1326.1641 - logcount_predictions_loss: 0.8222 50/2400 [..............................] - ETA: 22:07 - loss: 1368.7664 - logits_profile_predictions_loss: 1325.2044 - logcount_predictions_loss: 0.8219 51/2400 [..............................] - ETA: 22:06 - loss: 1367.8792 - logits_profile_predictions_loss: 1324.3331 - logcount_predictions_loss: 0.8216 52/2400 [..............................] - ETA: 22:06 - loss: 1367.0773 - logits_profile_predictions_loss: 1323.5464 - logcount_predictions_loss: 0.8213 53/2400 [..............................] - ETA: 22:05 - loss: 1366.3032 - logits_profile_predictions_loss: 1322.7902 - logcount_predictions_loss: 0.8210 54/2400 [..............................] - ETA: 22:05 - loss: 1365.6164 - logits_profile_predictions_loss: 1322.1213 - logcount_predictions_loss: 0.8207 55/2400 [..............................] - ETA: 22:04 - loss: 1364.9171 - logits_profile_predictions_loss: 1321.4440 - logcount_predictions_loss: 0.8202 56/2400 [..............................] - ETA: 22:03 - loss: 1364.1805 - logits_profile_predictions_loss: 1320.7309 - logcount_predictions_loss: 0.8198 57/2400 [..............................] - ETA: 22:03 - loss: 1363.4672 - logits_profile_predictions_loss: 1320.0416 - logcount_predictions_loss: 0.8193 58/2400 [..............................] - ETA: 22:02 - loss: 1362.7975 - logits_profile_predictions_loss: 1319.3915 - logcount_predictions_loss: 0.8190 59/2400 [..............................] - ETA: 22:02 - loss: 1362.1212 - logits_profile_predictions_loss: 1318.7356 - logcount_predictions_loss: 0.8186 60/2400 [..............................] - ETA: 22:01 - loss: 1361.4287 - logits_profile_predictions_loss: 1318.0656 - logcount_predictions_loss: 0.8182 61/2400 [..............................] - ETA: 22:01 - loss: 1360.7403 - logits_profile_predictions_loss: 1317.3989 - logcount_predictions_loss: 0.8178 62/2400 [..............................] - ETA: 22:00 - loss: 1360.1210 - logits_profile_predictions_loss: 1316.7990 - logcount_predictions_loss: 0.8174 63/2400 [..............................] - ETA: 21:59 - loss: 1359.5560 - logits_profile_predictions_loss: 1316.2513 - logcount_predictions_loss: 0.8171 64/2400 [..............................] - ETA: 21:59 - loss: 1359.0040 - logits_profile_predictions_loss: 1315.7180 - logcount_predictions_loss: 0.8167 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logits_profile_predictions_loss: 1312.5597 - logcount_predictions_loss: 0.8150 72/2400 [..............................] - ETA: 21:54 - loss: 1355.3739 - logits_profile_predictions_loss: 1312.1881 - logcount_predictions_loss: 0.8148 73/2400 [..............................] - ETA: 21:54 - loss: 1355.0316 - logits_profile_predictions_loss: 1311.8561 - logcount_predictions_loss: 0.8146 74/2400 [..............................] - ETA: 21:53 - loss: 1354.6915 - logits_profile_predictions_loss: 1311.5256 - logcount_predictions_loss: 0.8144 75/2400 [..............................] - ETA: 21:53 - loss: 1354.4236 - logits_profile_predictions_loss: 1311.2662 - logcount_predictions_loss: 0.8143 76/2400 [..............................] - ETA: 21:52 - loss: 1354.1287 - logits_profile_predictions_loss: 1310.9810 - logcount_predictions_loss: 0.8141 77/2400 [..............................] - ETA: 21:51 - loss: 1353.8662 - logits_profile_predictions_loss: 1310.7286 - logcount_predictions_loss: 0.8139 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logits_profile_predictions_loss: 1308.7732 - logcount_predictions_loss: 0.8127 85/2400 [>.............................] - ETA: 21:47 - loss: 1351.5546 - logits_profile_predictions_loss: 1308.4913 - logcount_predictions_loss: 0.8125 86/2400 [>.............................] - ETA: 21:46 - loss: 1351.2624 - logits_profile_predictions_loss: 1308.2094 - logcount_predictions_loss: 0.8123 87/2400 [>.............................] - ETA: 21:46 - loss: 1350.9891 - logits_profile_predictions_loss: 1307.9460 - logcount_predictions_loss: 0.8121 88/2400 [>.............................] - ETA: 21:45 - loss: 1350.7088 - logits_profile_predictions_loss: 1307.6733 - logcount_predictions_loss: 0.8120 89/2400 [>.............................] - ETA: 21:45 - loss: 1350.4195 - logits_profile_predictions_loss: 1307.3912 - logcount_predictions_loss: 0.8119 90/2400 [>.............................] - ETA: 21:44 - loss: 1350.1291 - logits_profile_predictions_loss: 1307.1082 - logcount_predictions_loss: 0.8117 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logits_profile_predictions_loss: 1305.2508 - logcount_predictions_loss: 0.8111 98/2400 [>.............................] - ETA: 21:40 - loss: 1348.0300 - logits_profile_predictions_loss: 1305.0466 - logcount_predictions_loss: 0.8110 99/2400 [>.............................] - ETA: 21:39 - loss: 1347.8524 - logits_profile_predictions_loss: 1304.8722 - logcount_predictions_loss: 0.8109 100/2400 [>.............................] - ETA: 21:39 - loss: 1347.6735 - logits_profile_predictions_loss: 1304.6969 - logcount_predictions_loss: 0.8109 101/2400 [>.............................] - ETA: 21:38 - loss: 1347.4841 - logits_profile_predictions_loss: 1304.5099 - logcount_predictions_loss: 0.8108 102/2400 [>.............................] - ETA: 21:38 - loss: 1347.3175 - logits_profile_predictions_loss: 1304.3440 - logcount_predictions_loss: 0.8108 103/2400 [>.............................] - ETA: 21:37 - loss: 1347.1524 - logits_profile_predictions_loss: 1304.1791 - logcount_predictions_loss: 0.8108 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logcount_predictions_loss: 0.8219 445/2400 [====>.........................] - ETA: 18:24 - loss: 1348.8850 - logits_profile_predictions_loss: 1305.3235 - logcount_predictions_loss: 0.8219 446/2400 [====>.........................] - ETA: 18:24 - loss: 1348.9084 - logits_profile_predictions_loss: 1305.3467 - logcount_predictions_loss: 0.8219 447/2400 [====>.........................] - ETA: 18:23 - loss: 1348.9325 - logits_profile_predictions_loss: 1305.3705 - logcount_predictions_loss: 0.8219 448/2400 [====>.........................] - ETA: 18:22 - loss: 1348.9560 - logits_profile_predictions_loss: 1305.3938 - logcount_predictions_loss: 0.8219 449/2400 [====>.........................] - ETA: 18:22 - loss: 1348.9795 - logits_profile_predictions_loss: 1305.4171 - logcount_predictions_loss: 0.8219 450/2400 [====>.........................] - ETA: 18:21 - loss: 1349.0029 - logits_profile_predictions_loss: 1305.4402 - logcount_predictions_loss: 0.8219 451/2400 [====>.........................] 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7s - loss: 1355.8756 - logits_profile_predictions_loss: 1312.5510 - logcount_predictions_loss: 0.8175 2387/2400 [============================>.] - ETA: 7s - loss: 1355.8750 - logits_profile_predictions_loss: 1312.5507 - logcount_predictions_loss: 0.8174 2388/2400 [============================>.] - ETA: 6s - loss: 1355.8744 - logits_profile_predictions_loss: 1312.5504 - logcount_predictions_loss: 0.8174 2389/2400 [============================>.] - ETA: 6s - loss: 1355.8738 - logits_profile_predictions_loss: 1312.5502 - logcount_predictions_loss: 0.8174 2390/2400 [============================>.] - ETA: 5s - loss: 1355.8732 - logits_profile_predictions_loss: 1312.5499 - logcount_predictions_loss: 0.8174 2391/2400 [============================>.] - ETA: 5s - loss: 1355.8726 - logits_profile_predictions_loss: 1312.5497 - logcount_predictions_loss: 0.8174 2392/2400 [============================>.] - ETA: 4s - loss: 1355.8720 - logits_profile_predictions_loss: 1312.5494 - logcount_predictions_loss: 0.8174 2393/2400 [============================>.] - ETA: 3s - loss: 1355.8714 - logits_profile_predictions_loss: 1312.5492 - logcount_predictions_loss: 0.8174 2394/2400 [============================>.] - ETA: 3s - loss: 1355.8708 - logits_profile_predictions_loss: 1312.5489 - logcount_predictions_loss: 0.8174 2395/2400 [============================>.] - ETA: 2s - loss: 1355.8703 - logits_profile_predictions_loss: 1312.5487 - logcount_predictions_loss: 0.8174 2396/2400 [============================>.] - ETA: 2s - loss: 1355.8697 - logits_profile_predictions_loss: 1312.5484 - logcount_predictions_loss: 0.8174 2397/2400 [============================>.] - ETA: 1s - loss: 1355.8692 - logits_profile_predictions_loss: 1312.5482 - logcount_predictions_loss: 0.8174 2398/2400 [============================>.] - ETA: 1s - loss: 1355.8686 - logits_profile_predictions_loss: 1312.5480 - logcount_predictions_loss: 0.8174 2399/2400 [============================>.] - ETA: 0s - loss: 1355.8680 - logits_profile_predictions_loss: 1312.5477 - logcount_predictions_loss: 0.8174 2400/2400 [==============================] - ETA: 0s - loss: 1355.8673 - logits_profile_predictions_loss: 1312.5474 - logcount_predictions_loss: 0.8174 2400/2400 [==============================] - 1412s 589ms/step - loss: 1355.8667 - logits_profile_predictions_loss: 1312.5470 - logcount_predictions_loss: 0.8174 - val_loss: 1541.9657 - val_logits_profile_predictions_loss: 1479.7207 - val_logcount_predictions_loss: 1.1744 Epoch 00003: val_loss improved from 1575.93433 to 1541.96570, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 4/50 1/2400 [..............................] - ETA: 23:43 - loss: 1235.0675 - logits_profile_predictions_loss: 1201.2581 - logcount_predictions_loss: 0.6379 2/2400 [..............................] - ETA: 22:32 - loss: 1227.4873 - logits_profile_predictions_loss: 1192.8078 - logcount_predictions_loss: 0.6543 3/2400 [..............................] - ETA: 22:33 - loss: 1236.7557 - logits_profile_predictions_loss: 1201.5442 - logcount_predictions_loss: 0.6644 4/2400 [..............................] - ETA: 22:33 - loss: 1254.7091 - logits_profile_predictions_loss: 1218.5303 - logcount_predictions_loss: 0.6826 5/2400 [..............................] - ETA: 22:33 - loss: 1269.8191 - logits_profile_predictions_loss: 1232.2430 - logcount_predictions_loss: 0.7090 6/2400 [..............................] - ETA: 22:32 - loss: 1277.6031 - logits_profile_predictions_loss: 1238.9641 - logcount_predictions_loss: 0.7290 7/2400 [..............................] - ETA: 22:31 - loss: 1281.4814 - logits_profile_predictions_loss: 1242.2948 - logcount_predictions_loss: 0.7394 8/2400 [..............................] - ETA: 22:31 - loss: 1283.3470 - logits_profile_predictions_loss: 1243.9630 - logcount_predictions_loss: 0.7431 9/2400 [..............................] - ETA: 22:30 - loss: 1284.5752 - logits_profile_predictions_loss: 1244.9616 - logcount_predictions_loss: 0.7474 10/2400 [..............................] - ETA: 22:30 - loss: 1285.3509 - logits_profile_predictions_loss: 1245.5187 - logcount_predictions_loss: 0.7516 11/2400 [..............................] - ETA: 22:29 - loss: 1286.7795 - logits_profile_predictions_loss: 1246.7646 - logcount_predictions_loss: 0.7550 12/2400 [..............................] - ETA: 22:29 - loss: 1288.0909 - logits_profile_predictions_loss: 1247.8653 - logcount_predictions_loss: 0.7590 13/2400 [..............................] - ETA: 22:29 - loss: 1288.1389 - logits_profile_predictions_loss: 1247.7834 - logcount_predictions_loss: 0.7614 14/2400 [..............................] - ETA: 22:28 - loss: 1288.6687 - logits_profile_predictions_loss: 1248.1916 - logcount_predictions_loss: 0.7637 15/2400 [..............................] - ETA: 22:27 - loss: 1289.1129 - logits_profile_predictions_loss: 1248.4778 - logcount_predictions_loss: 0.7667 16/2400 [..............................] - ETA: 22:27 - loss: 1288.9608 - logits_profile_predictions_loss: 1248.2088 - logcount_predictions_loss: 0.7689 17/2400 [..............................] - ETA: 22:26 - loss: 1289.8990 - logits_profile_predictions_loss: 1249.0247 - logcount_predictions_loss: 0.7712 18/2400 [..............................] - ETA: 22:26 - loss: 1290.7205 - logits_profile_predictions_loss: 1249.7252 - logcount_predictions_loss: 0.7735 19/2400 [..............................] - ETA: 22:25 - loss: 1291.9366 - logits_profile_predictions_loss: 1250.8726 - logcount_predictions_loss: 0.7748 20/2400 [..............................] - ETA: 22:24 - loss: 1294.5852 - logits_profile_predictions_loss: 1253.4623 - logcount_predictions_loss: 0.7759 21/2400 [..............................] - ETA: 22:24 - loss: 1297.7864 - logits_profile_predictions_loss: 1256.6193 - logcount_predictions_loss: 0.7767 22/2400 [..............................] - ETA: 22:23 - loss: 1300.4709 - logits_profile_predictions_loss: 1259.2756 - logcount_predictions_loss: 0.7773 23/2400 [..............................] - ETA: 22:23 - loss: 1302.2002 - logits_profile_predictions_loss: 1260.9787 - logcount_predictions_loss: 0.7778 24/2400 [..............................] - ETA: 22:23 - loss: 1303.9852 - logits_profile_predictions_loss: 1262.7299 - logcount_predictions_loss: 0.7784 25/2400 [..............................] - ETA: 22:22 - loss: 1305.8371 - logits_profile_predictions_loss: 1264.5355 - logcount_predictions_loss: 0.7793 26/2400 [..............................] - ETA: 22:21 - loss: 1307.4547 - logits_profile_predictions_loss: 1266.0990 - logcount_predictions_loss: 0.7803 27/2400 [..............................] - ETA: 22:21 - loss: 1309.1171 - logits_profile_predictions_loss: 1267.7178 - logcount_predictions_loss: 0.7811 28/2400 [..............................] - ETA: 22:20 - loss: 1310.3809 - logits_profile_predictions_loss: 1268.9251 - logcount_predictions_loss: 0.7822 29/2400 [..............................] - ETA: 22:20 - loss: 1311.9414 - logits_profile_predictions_loss: 1270.4352 - logcount_predictions_loss: 0.7831 30/2400 [..............................] - ETA: 22:19 - loss: 1313.2339 - logits_profile_predictions_loss: 1271.6952 - logcount_predictions_loss: 0.7837 31/2400 [..............................] - ETA: 22:19 - loss: 1314.3916 - logits_profile_predictions_loss: 1272.8179 - logcount_predictions_loss: 0.7844 32/2400 [..............................] - ETA: 22:18 - loss: 1315.4312 - logits_profile_predictions_loss: 1273.8239 - logcount_predictions_loss: 0.7850 33/2400 [..............................] - ETA: 22:17 - loss: 1316.4402 - logits_profile_predictions_loss: 1274.7949 - logcount_predictions_loss: 0.7858 34/2400 [..............................] - ETA: 22:17 - loss: 1317.4335 - logits_profile_predictions_loss: 1275.7511 - logcount_predictions_loss: 0.7865 35/2400 [..............................] - ETA: 22:16 - loss: 1318.1733 - logits_profile_predictions_loss: 1276.4594 - logcount_predictions_loss: 0.7871 36/2400 [..............................] - ETA: 22:16 - loss: 1318.9784 - logits_profile_predictions_loss: 1277.2313 - logcount_predictions_loss: 0.7877 37/2400 [..............................] - ETA: 22:15 - loss: 1319.8145 - logits_profile_predictions_loss: 1278.0325 - logcount_predictions_loss: 0.7883 38/2400 [..............................] - ETA: 22:15 - loss: 1320.6873 - logits_profile_predictions_loss: 1278.8693 - logcount_predictions_loss: 0.7890 39/2400 [..............................] - ETA: 22:14 - loss: 1321.4245 - logits_profile_predictions_loss: 1279.5761 - logcount_predictions_loss: 0.7896 40/2400 [..............................] - ETA: 22:13 - loss: 1322.1223 - logits_profile_predictions_loss: 1280.2537 - logcount_predictions_loss: 0.7900 41/2400 [..............................] - ETA: 22:13 - loss: 1322.8444 - logits_profile_predictions_loss: 1280.9653 - logcount_predictions_loss: 0.7902 42/2400 [..............................] - ETA: 22:12 - loss: 1323.3990 - logits_profile_predictions_loss: 1281.5167 - logcount_predictions_loss: 0.7902 43/2400 [..............................] - ETA: 22:12 - loss: 1323.9382 - logits_profile_predictions_loss: 1282.0564 - logcount_predictions_loss: 0.7902 44/2400 [..............................] - ETA: 22:11 - loss: 1324.5931 - logits_profile_predictions_loss: 1282.7055 - logcount_predictions_loss: 0.7903 45/2400 [..............................] - ETA: 22:10 - loss: 1325.2227 - logits_profile_predictions_loss: 1283.3283 - logcount_predictions_loss: 0.7905 46/2400 [..............................] - ETA: 22:10 - loss: 1325.9413 - logits_profile_predictions_loss: 1284.0472 - logcount_predictions_loss: 0.7905 47/2400 [..............................] - ETA: 22:09 - loss: 1326.5483 - logits_profile_predictions_loss: 1284.6601 - logcount_predictions_loss: 0.7903 48/2400 [..............................] - ETA: 22:09 - loss: 1327.1422 - logits_profile_predictions_loss: 1285.2578 - logcount_predictions_loss: 0.7903 49/2400 [..............................] - ETA: 22:08 - loss: 1327.6818 - logits_profile_predictions_loss: 1285.8045 - logcount_predictions_loss: 0.7901 50/2400 [..............................] - ETA: 22:08 - loss: 1328.2187 - logits_profile_predictions_loss: 1286.3522 - logcount_predictions_loss: 0.7899 51/2400 [..............................] - ETA: 22:07 - loss: 1328.7245 - logits_profile_predictions_loss: 1286.8666 - logcount_predictions_loss: 0.7898 52/2400 [..............................] - ETA: 22:06 - loss: 1329.0863 - logits_profile_predictions_loss: 1287.2339 - logcount_predictions_loss: 0.7897 53/2400 [..............................] - ETA: 22:06 - loss: 1329.3663 - logits_profile_predictions_loss: 1287.5205 - logcount_predictions_loss: 0.7895 54/2400 [..............................] - ETA: 22:05 - loss: 1329.6401 - logits_profile_predictions_loss: 1287.8008 - 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logcount_predictions_loss: 0.7593 2363/2400 [============================>.] - ETA: 20s - loss: 1327.8217 - logits_profile_predictions_loss: 1287.5770 - logcount_predictions_loss: 0.7593 2364/2400 [============================>.] - ETA: 20s - loss: 1327.8198 - logits_profile_predictions_loss: 1287.5754 - logcount_predictions_loss: 0.7593 2365/2400 [============================>.] - ETA: 19s - loss: 1327.8180 - logits_profile_predictions_loss: 1287.5738 - logcount_predictions_loss: 0.7593 2366/2400 [============================>.] - ETA: 19s - loss: 1327.8161 - logits_profile_predictions_loss: 1287.5723 - logcount_predictions_loss: 0.7593 2367/2400 [============================>.] - ETA: 18s - loss: 1327.8142 - logits_profile_predictions_loss: 1287.5707 - logcount_predictions_loss: 0.7593 2368/2400 [============================>.] - ETA: 18s - loss: 1327.8123 - logits_profile_predictions_loss: 1287.5692 - logcount_predictions_loss: 0.7593 2369/2400 [============================>.] - ETA: 17s - loss: 1327.8104 - logits_profile_predictions_loss: 1287.5676 - logcount_predictions_loss: 0.7593 2370/2400 [============================>.] - ETA: 16s - loss: 1327.8086 - logits_profile_predictions_loss: 1287.5661 - logcount_predictions_loss: 0.7593 2371/2400 [============================>.] - ETA: 16s - loss: 1327.8069 - logits_profile_predictions_loss: 1287.5647 - logcount_predictions_loss: 0.7593 2372/2400 [============================>.] - ETA: 15s - loss: 1327.8051 - logits_profile_predictions_loss: 1287.5632 - logcount_predictions_loss: 0.7593 2373/2400 [============================>.] - ETA: 15s - loss: 1327.8032 - logits_profile_predictions_loss: 1287.5616 - logcount_predictions_loss: 0.7593 2374/2400 [============================>.] - ETA: 14s - loss: 1327.8013 - logits_profile_predictions_loss: 1287.5601 - logcount_predictions_loss: 0.7593 2375/2400 [============================>.] - ETA: 14s - loss: 1327.7994 - logits_profile_predictions_loss: 1287.5585 - logcount_predictions_loss: 0.7593 2376/2400 [============================>.] - ETA: 13s - loss: 1327.7975 - logits_profile_predictions_loss: 1287.5569 - logcount_predictions_loss: 0.7593 2377/2400 [============================>.] - ETA: 13s - loss: 1327.7956 - logits_profile_predictions_loss: 1287.5553 - logcount_predictions_loss: 0.7592 2378/2400 [============================>.] - ETA: 12s - loss: 1327.7937 - logits_profile_predictions_loss: 1287.5537 - logcount_predictions_loss: 0.7592 2379/2400 [============================>.] - ETA: 11s - loss: 1327.7918 - logits_profile_predictions_loss: 1287.5522 - logcount_predictions_loss: 0.7592 2380/2400 [============================>.] - ETA: 11s - loss: 1327.7900 - logits_profile_predictions_loss: 1287.5506 - logcount_predictions_loss: 0.7592 2381/2400 [============================>.] - ETA: 10s - loss: 1327.7881 - logits_profile_predictions_loss: 1287.5491 - logcount_predictions_loss: 0.7592 2382/2400 [============================>.] - ETA: 10s - loss: 1327.7862 - logits_profile_predictions_loss: 1287.5476 - logcount_predictions_loss: 0.7592 2383/2400 [============================>.] - ETA: 9s - loss: 1327.7843 - logits_profile_predictions_loss: 1287.5460 - logcount_predictions_loss: 0.7592  2384/2400 [============================>.] - ETA: 9s - loss: 1327.7824 - logits_profile_predictions_loss: 1287.5444 - logcount_predictions_loss: 0.7592 2385/2400 [============================>.] - ETA: 8s - loss: 1327.7805 - logits_profile_predictions_loss: 1287.5428 - logcount_predictions_loss: 0.7592 2386/2400 [============================>.] - ETA: 7s - loss: 1327.7786 - logits_profile_predictions_loss: 1287.5412 - logcount_predictions_loss: 0.7592 2387/2400 [============================>.] - ETA: 7s - loss: 1327.7767 - logits_profile_predictions_loss: 1287.5396 - logcount_predictions_loss: 0.7592 2388/2400 [============================>.] - ETA: 6s - loss: 1327.7748 - logits_profile_predictions_loss: 1287.5380 - logcount_predictions_loss: 0.7592 2389/2400 [============================>.] - ETA: 6s - loss: 1327.7729 - logits_profile_predictions_loss: 1287.5364 - logcount_predictions_loss: 0.7592 2390/2400 [============================>.] - ETA: 5s - loss: 1327.7709 - logits_profile_predictions_loss: 1287.5348 - logcount_predictions_loss: 0.7592 2391/2400 [============================>.] - ETA: 5s - loss: 1327.7690 - logits_profile_predictions_loss: 1287.5332 - logcount_predictions_loss: 0.7592 2392/2400 [============================>.] - ETA: 4s - loss: 1327.7670 - logits_profile_predictions_loss: 1287.5316 - logcount_predictions_loss: 0.7592 2393/2400 [============================>.] - ETA: 3s - loss: 1327.7651 - logits_profile_predictions_loss: 1287.5299 - logcount_predictions_loss: 0.7591 2394/2400 [============================>.] - ETA: 3s - loss: 1327.7631 - logits_profile_predictions_loss: 1287.5283 - logcount_predictions_loss: 0.7591 2395/2400 [============================>.] - ETA: 2s - loss: 1327.7612 - logits_profile_predictions_loss: 1287.5267 - logcount_predictions_loss: 0.7591 2396/2400 [============================>.] - ETA: 2s - loss: 1327.7592 - logits_profile_predictions_loss: 1287.5250 - logcount_predictions_loss: 0.7591 2397/2400 [============================>.] - ETA: 1s - loss: 1327.7572 - logits_profile_predictions_loss: 1287.5233 - logcount_predictions_loss: 0.7591 2398/2400 [============================>.] - ETA: 1s - loss: 1327.7552 - logits_profile_predictions_loss: 1287.5217 - logcount_predictions_loss: 0.7591 2399/2400 [============================>.] - ETA: 0s - loss: 1327.7532 - logits_profile_predictions_loss: 1287.5200 - logcount_predictions_loss: 0.7591 2400/2400 [==============================] - ETA: 0s - loss: 1327.7512 - logits_profile_predictions_loss: 1287.5183 - logcount_predictions_loss: 0.7591 2400/2400 [==============================] - 1413s 589ms/step - loss: 1327.7492 - logits_profile_predictions_loss: 1287.5166 - logcount_predictions_loss: 0.7591 - val_loss: 1524.7498 - val_logits_profile_predictions_loss: 1456.5344 - val_logcount_predictions_loss: 1.2871 Epoch 00004: val_loss improved from 1541.96570 to 1524.74976, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 5/50 1/2400 [..............................] - ETA: 23:27 - loss: 1480.4716 - logits_profile_predictions_loss: 1456.6426 - logcount_predictions_loss: 0.4496 2/2400 [..............................] - ETA: 22:35 - loss: 1451.4460 - logits_profile_predictions_loss: 1423.2872 - logcount_predictions_loss: 0.5313 3/2400 [..............................] - ETA: 22:37 - loss: 1422.2730 - logits_profile_predictions_loss: 1391.5044 - logcount_predictions_loss: 0.5805 4/2400 [..............................] - ETA: 22:35 - loss: 1411.8633 - logits_profile_predictions_loss: 1379.8562 - logcount_predictions_loss: 0.6039 5/2400 [..............................] - ETA: 22:34 - loss: 1402.2928 - logits_profile_predictions_loss: 1369.6467 - logcount_predictions_loss: 0.6160 6/2400 [..............................] - ETA: 22:34 - loss: 1391.1192 - logits_profile_predictions_loss: 1358.2672 - logcount_predictions_loss: 0.6198 7/2400 [..............................] - ETA: 22:33 - loss: 1377.9231 - logits_profile_predictions_loss: 1344.8697 - logcount_predictions_loss: 0.6236 8/2400 [..............................] - ETA: 22:33 - loss: 1370.5671 - logits_profile_predictions_loss: 1337.2353 - logcount_predictions_loss: 0.6289 9/2400 [..............................] - ETA: 22:32 - loss: 1365.4594 - logits_profile_predictions_loss: 1331.8268 - logcount_predictions_loss: 0.6346 10/2400 [..............................] - ETA: 22:31 - loss: 1362.2946 - logits_profile_predictions_loss: 1328.3441 - logcount_predictions_loss: 0.6406 11/2400 [..............................] - ETA: 22:30 - loss: 1359.7507 - logits_profile_predictions_loss: 1325.4933 - logcount_predictions_loss: 0.6464 12/2400 [..............................] - ETA: 22:30 - loss: 1357.5364 - logits_profile_predictions_loss: 1323.0117 - logcount_predictions_loss: 0.6514 13/2400 [..............................] - ETA: 22:29 - loss: 1355.8833 - logits_profile_predictions_loss: 1321.1508 - logcount_predictions_loss: 0.6553 14/2400 [..............................] - ETA: 22:28 - loss: 1355.0706 - logits_profile_predictions_loss: 1320.1383 - logcount_predictions_loss: 0.6591 15/2400 [..............................] - ETA: 22:28 - loss: 1353.2928 - logits_profile_predictions_loss: 1318.1509 - logcount_predictions_loss: 0.6631 16/2400 [..............................] - ETA: 22:27 - loss: 1352.7516 - logits_profile_predictions_loss: 1317.4322 - logcount_predictions_loss: 0.6664 17/2400 [..............................] - ETA: 22:27 - loss: 1352.9079 - logits_profile_predictions_loss: 1317.4263 - logcount_predictions_loss: 0.6695 18/2400 [..............................] - ETA: 22:26 - loss: 1353.2728 - logits_profile_predictions_loss: 1317.6448 - logcount_predictions_loss: 0.6722 19/2400 [..............................] - ETA: 22:26 - loss: 1353.6772 - logits_profile_predictions_loss: 1317.9327 - logcount_predictions_loss: 0.6744 20/2400 [..............................] - ETA: 22:25 - loss: 1353.6463 - logits_profile_predictions_loss: 1317.8181 - logcount_predictions_loss: 0.6760 21/2400 [..............................] - ETA: 22:24 - loss: 1353.2737 - logits_profile_predictions_loss: 1317.3983 - logcount_predictions_loss: 0.6769 22/2400 [..............................] - ETA: 22:24 - loss: 1352.6289 - logits_profile_predictions_loss: 1316.6979 - logcount_predictions_loss: 0.6779 23/2400 [..............................] - ETA: 22:23 - loss: 1352.4697 - logits_profile_predictions_loss: 1316.4731 - logcount_predictions_loss: 0.6792 24/2400 [..............................] - ETA: 22:23 - loss: 1352.0684 - logits_profile_predictions_loss: 1316.0268 - logcount_predictions_loss: 0.6800 25/2400 [..............................] - ETA: 22:22 - loss: 1351.3534 - logits_profile_predictions_loss: 1315.2719 - logcount_predictions_loss: 0.6808 26/2400 [..............................] - ETA: 22:21 - loss: 1350.3786 - logits_profile_predictions_loss: 1314.2814 - logcount_predictions_loss: 0.6811 27/2400 [..............................] - ETA: 22:21 - loss: 1349.4839 - logits_profile_predictions_loss: 1313.3749 - logcount_predictions_loss: 0.6813 28/2400 [..............................] - ETA: 22:21 - loss: 1348.4594 - logits_profile_predictions_loss: 1312.3385 - logcount_predictions_loss: 0.6815 29/2400 [..............................] - ETA: 22:20 - loss: 1347.2571 - logits_profile_predictions_loss: 1311.1364 - logcount_predictions_loss: 0.6815 30/2400 [..............................] - ETA: 22:19 - loss: 1345.9896 - logits_profile_predictions_loss: 1309.8572 - logcount_predictions_loss: 0.6817 31/2400 [..............................] - ETA: 22:19 - loss: 1344.8124 - logits_profile_predictions_loss: 1308.6633 - logcount_predictions_loss: 0.6821 32/2400 [..............................] - ETA: 22:18 - loss: 1343.7365 - logits_profile_predictions_loss: 1307.5714 - logcount_predictions_loss: 0.6824 33/2400 [..............................] - ETA: 22:18 - loss: 1342.6803 - logits_profile_predictions_loss: 1306.5019 - logcount_predictions_loss: 0.6826 34/2400 [..............................] - ETA: 22:17 - loss: 1341.6397 - logits_profile_predictions_loss: 1305.4472 - logcount_predictions_loss: 0.6829 35/2400 [..............................] - ETA: 22:16 - loss: 1340.7554 - logits_profile_predictions_loss: 1304.5558 - logcount_predictions_loss: 0.6830 36/2400 [..............................] - ETA: 22:16 - loss: 1339.9799 - logits_profile_predictions_loss: 1303.7758 - logcount_predictions_loss: 0.6831 37/2400 [..............................] - ETA: 22:15 - loss: 1339.0166 - logits_profile_predictions_loss: 1302.8057 - logcount_predictions_loss: 0.6832 38/2400 [..............................] - ETA: 22:15 - loss: 1338.1928 - logits_profile_predictions_loss: 1301.9798 - logcount_predictions_loss: 0.6833 39/2400 [..............................] - ETA: 22:14 - loss: 1337.3015 - logits_profile_predictions_loss: 1301.0869 - logcount_predictions_loss: 0.6833 40/2400 [..............................] - ETA: 22:14 - loss: 1336.3768 - logits_profile_predictions_loss: 1300.1652 - logcount_predictions_loss: 0.6832 41/2400 [..............................] - ETA: 22:13 - loss: 1335.6676 - logits_profile_predictions_loss: 1299.4503 - logcount_predictions_loss: 0.6833 42/2400 [..............................] - ETA: 22:12 - loss: 1334.9607 - logits_profile_predictions_loss: 1298.7367 - logcount_predictions_loss: 0.6835 43/2400 [..............................] - ETA: 22:12 - loss: 1334.2602 - logits_profile_predictions_loss: 1298.0282 - logcount_predictions_loss: 0.6836 44/2400 [..............................] - ETA: 22:11 - loss: 1333.5401 - logits_profile_predictions_loss: 1297.3013 - logcount_predictions_loss: 0.6838 45/2400 [..............................] - ETA: 22:11 - loss: 1332.8206 - logits_profile_predictions_loss: 1296.5779 - logcount_predictions_loss: 0.6838 46/2400 [..............................] - ETA: 22:10 - loss: 1332.0901 - logits_profile_predictions_loss: 1295.8467 - logcount_predictions_loss: 0.6838 47/2400 [..............................] - ETA: 22:09 - loss: 1331.3561 - logits_profile_predictions_loss: 1295.1127 - logcount_predictions_loss: 0.6838 48/2400 [..............................] - ETA: 22:09 - loss: 1330.7198 - logits_profile_predictions_loss: 1294.4748 - logcount_predictions_loss: 0.6839 49/2400 [..............................] - ETA: 22:08 - loss: 1330.1704 - logits_profile_predictions_loss: 1293.9259 - logcount_predictions_loss: 0.6839 50/2400 [..............................] - ETA: 22:08 - loss: 1329.7208 - logits_profile_predictions_loss: 1293.4733 - logcount_predictions_loss: 0.6839 51/2400 [..............................] - ETA: 22:07 - loss: 1329.2971 - logits_profile_predictions_loss: 1293.0439 - logcount_predictions_loss: 0.6840 52/2400 [..............................] - ETA: 22:07 - loss: 1328.8771 - logits_profile_predictions_loss: 1292.6183 - logcount_predictions_loss: 0.6841 53/2400 [..............................] - ETA: 22:06 - loss: 1328.4626 - logits_profile_predictions_loss: 1292.1990 - logcount_predictions_loss: 0.6842 54/2400 [..............................] - ETA: 22:05 - loss: 1327.9782 - logits_profile_predictions_loss: 1291.7115 - logcount_predictions_loss: 0.6843 55/2400 [..............................] - ETA: 22:05 - loss: 1327.6281 - logits_profile_predictions_loss: 1291.3547 - logcount_predictions_loss: 0.6844 56/2400 [..............................] - ETA: 22:04 - loss: 1327.2995 - logits_profile_predictions_loss: 1291.0163 - logcount_predictions_loss: 0.6846 57/2400 [..............................] - ETA: 22:04 - loss: 1326.9271 - logits_profile_predictions_loss: 1290.6374 - logcount_predictions_loss: 0.6847 58/2400 [..............................] - ETA: 22:03 - loss: 1326.5497 - logits_profile_predictions_loss: 1290.2535 - logcount_predictions_loss: 0.6848 59/2400 [..............................] - ETA: 22:03 - loss: 1326.1725 - logits_profile_predictions_loss: 1289.8676 - logcount_predictions_loss: 0.6850 60/2400 [..............................] - ETA: 22:02 - loss: 1325.8651 - logits_profile_predictions_loss: 1289.5484 - logcount_predictions_loss: 0.6852 61/2400 [..............................] - ETA: 22:01 - loss: 1325.5591 - logits_profile_predictions_loss: 1289.2328 - logcount_predictions_loss: 0.6854 62/2400 [..............................] - ETA: 22:01 - loss: 1325.2739 - logits_profile_predictions_loss: 1288.9361 - logcount_predictions_loss: 0.6856 63/2400 [..............................] - ETA: 22:00 - loss: 1325.0007 - logits_profile_predictions_loss: 1288.6526 - logcount_predictions_loss: 0.6858 64/2400 [..............................] - ETA: 22:00 - loss: 1324.7225 - logits_profile_predictions_loss: 1288.3630 - logcount_predictions_loss: 0.6860 65/2400 [..............................] - ETA: 21:59 - loss: 1324.4584 - logits_profile_predictions_loss: 1288.0887 - logcount_predictions_loss: 0.6862 66/2400 [..............................] - ETA: 21:59 - loss: 1324.1947 - logits_profile_predictions_loss: 1287.8117 - logcount_predictions_loss: 0.6865 67/2400 [..............................] - ETA: 21:58 - loss: 1323.9403 - logits_profile_predictions_loss: 1287.5456 - logcount_predictions_loss: 0.6867 68/2400 [..............................] - ETA: 21:57 - loss: 1323.8012 - logits_profile_predictions_loss: 1287.3955 - logcount_predictions_loss: 0.6869 69/2400 [..............................] - ETA: 21:57 - loss: 1323.7137 - logits_profile_predictions_loss: 1287.2933 - logcount_predictions_loss: 0.6872 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logits_profile_predictions_loss: 1286.6595 - logcount_predictions_loss: 0.6896 77/2400 [..............................] - ETA: 21:52 - loss: 1323.1319 - logits_profile_predictions_loss: 1286.5621 - logcount_predictions_loss: 0.6900 78/2400 [..............................] - ETA: 21:52 - loss: 1323.0560 - logits_profile_predictions_loss: 1286.4659 - logcount_predictions_loss: 0.6904 79/2400 [..............................] - ETA: 21:51 - loss: 1322.9682 - logits_profile_predictions_loss: 1286.3572 - logcount_predictions_loss: 0.6908 80/2400 [>.............................] - ETA: 21:51 - loss: 1322.8483 - logits_profile_predictions_loss: 1286.2154 - logcount_predictions_loss: 0.6912 81/2400 [>.............................] - ETA: 21:50 - loss: 1322.7496 - logits_profile_predictions_loss: 1286.0956 - logcount_predictions_loss: 0.6916 82/2400 [>.............................] - ETA: 21:49 - loss: 1322.6448 - logits_profile_predictions_loss: 1285.9710 - logcount_predictions_loss: 0.6920 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[====>.........................] - ETA: 18:19 - loss: 1310.9977 - logits_profile_predictions_loss: 1273.0459 - logcount_predictions_loss: 0.7161 457/2400 [====>.........................] - ETA: 18:18 - loss: 1310.9979 - logits_profile_predictions_loss: 1273.0447 - logcount_predictions_loss: 0.7161 458/2400 [====>.........................] - ETA: 18:17 - loss: 1310.9989 - logits_profile_predictions_loss: 1273.0442 - logcount_predictions_loss: 0.7161 459/2400 [====>.........................] - ETA: 18:17 - loss: 1310.9989 - logits_profile_predictions_loss: 1273.0428 - logcount_predictions_loss: 0.7162 460/2400 [====>.........................] - ETA: 18:16 - loss: 1311.0000 - logits_profile_predictions_loss: 1273.0424 - logcount_predictions_loss: 0.7162 461/2400 [====>.........................] - ETA: 18:16 - loss: 1311.0010 - logits_profile_predictions_loss: 1273.0420 - logcount_predictions_loss: 0.7162 462/2400 [====>.........................] - ETA: 18:15 - loss: 1311.0023 - logits_profile_predictions_loss: 1273.0419 - logcount_predictions_loss: 0.7162 463/2400 [====>.........................] - ETA: 18:15 - loss: 1311.0039 - logits_profile_predictions_loss: 1273.0421 - logcount_predictions_loss: 0.7163 464/2400 [====>.........................] - ETA: 18:14 - loss: 1311.0048 - logits_profile_predictions_loss: 1273.0416 - logcount_predictions_loss: 0.7163 465/2400 [====>.........................] - ETA: 18:13 - loss: 1311.0062 - logits_profile_predictions_loss: 1273.0415 - logcount_predictions_loss: 0.7163 466/2400 [====>.........................] - ETA: 18:13 - loss: 1311.0068 - logits_profile_predictions_loss: 1273.0407 - logcount_predictions_loss: 0.7163 467/2400 [====>.........................] - ETA: 18:12 - loss: 1311.0068 - logits_profile_predictions_loss: 1273.0393 - logcount_predictions_loss: 0.7164 468/2400 [====>.........................] - ETA: 18:12 - loss: 1311.0069 - logits_profile_predictions_loss: 1273.0381 - logcount_predictions_loss: 0.7164 469/2400 [====>.........................] - ETA: 18:11 - loss: 1311.0064 - logits_profile_predictions_loss: 1273.0361 - logcount_predictions_loss: 0.7164 470/2400 [====>.........................] - ETA: 18:11 - loss: 1311.0057 - logits_profile_predictions_loss: 1273.0341 - logcount_predictions_loss: 0.7164 471/2400 [====>.........................] - ETA: 18:10 - loss: 1311.0042 - logits_profile_predictions_loss: 1273.0312 - logcount_predictions_loss: 0.7165 472/2400 [====>.........................] - ETA: 18:09 - loss: 1311.0036 - logits_profile_predictions_loss: 1273.0292 - logcount_predictions_loss: 0.7165 473/2400 [====>.........................] - ETA: 18:09 - loss: 1311.0033 - logits_profile_predictions_loss: 1273.0275 - logcount_predictions_loss: 0.7165 474/2400 [====>.........................] - ETA: 18:08 - loss: 1311.0028 - logits_profile_predictions_loss: 1273.0257 - logcount_predictions_loss: 0.7165 475/2400 [====>.........................] - ETA: 18:08 - loss: 1311.0030 - logits_profile_predictions_loss: 1273.0245 - logcount_predictions_loss: 0.7166 476/2400 [====>.........................] - ETA: 18:07 - loss: 1311.0035 - logits_profile_predictions_loss: 1273.0236 - logcount_predictions_loss: 0.7166 477/2400 [====>.........................] - ETA: 18:07 - loss: 1311.0040 - logits_profile_predictions_loss: 1273.0229 - logcount_predictions_loss: 0.7166 478/2400 [====>.........................] - ETA: 18:06 - loss: 1311.0040 - logits_profile_predictions_loss: 1273.0216 - logcount_predictions_loss: 0.7166 479/2400 [====>.........................] - ETA: 18:06 - loss: 1311.0027 - logits_profile_predictions_loss: 1273.0191 - logcount_predictions_loss: 0.7167 480/2400 [=====>........................] - ETA: 18:05 - loss: 1311.0009 - logits_profile_predictions_loss: 1273.0162 - logcount_predictions_loss: 0.7167 481/2400 [=====>........................] - ETA: 18:04 - loss: 1310.9995 - logits_profile_predictions_loss: 1273.0137 - logcount_predictions_loss: 0.7167 482/2400 [=====>........................] - ETA: 18:04 - loss: 1310.9976 - logits_profile_predictions_loss: 1273.0106 - logcount_predictions_loss: 0.7167 483/2400 [=====>........................] - ETA: 18:03 - loss: 1310.9969 - logits_profile_predictions_loss: 1273.0087 - logcount_predictions_loss: 0.7168 484/2400 [=====>........................] - ETA: 18:03 - loss: 1310.9959 - logits_profile_predictions_loss: 1273.0066 - logcount_predictions_loss: 0.7168 485/2400 [=====>........................] - ETA: 18:02 - loss: 1310.9952 - logits_profile_predictions_loss: 1273.0048 - logcount_predictions_loss: 0.7168 486/2400 [=====>........................] - ETA: 18:02 - loss: 1310.9947 - logits_profile_predictions_loss: 1273.0031 - logcount_predictions_loss: 0.7168 487/2400 [=====>........................] - ETA: 18:01 - loss: 1310.9938 - logits_profile_predictions_loss: 1273.0011 - logcount_predictions_loss: 0.7168 488/2400 [=====>........................] 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ETA: 9s - loss: 1307.6672 - logits_profile_predictions_loss: 1269.8530 - logcount_predictions_loss: 0.7135 2385/2400 [============================>.] - ETA: 8s - loss: 1307.6665 - logits_profile_predictions_loss: 1269.8525 - logcount_predictions_loss: 0.7135 2386/2400 [============================>.] - ETA: 7s - loss: 1307.6659 - logits_profile_predictions_loss: 1269.8520 - logcount_predictions_loss: 0.7135 2387/2400 [============================>.] - ETA: 7s - loss: 1307.6653 - logits_profile_predictions_loss: 1269.8514 - logcount_predictions_loss: 0.7135 2388/2400 [============================>.] - ETA: 6s - loss: 1307.6646 - logits_profile_predictions_loss: 1269.8509 - logcount_predictions_loss: 0.7135 2389/2400 [============================>.] - ETA: 6s - loss: 1307.6640 - logits_profile_predictions_loss: 1269.8503 - logcount_predictions_loss: 0.7135 2390/2400 [============================>.] - ETA: 5s - loss: 1307.6633 - logits_profile_predictions_loss: 1269.8498 - logcount_predictions_loss: 0.7135 2391/2400 [============================>.] - ETA: 5s - loss: 1307.6627 - logits_profile_predictions_loss: 1269.8492 - logcount_predictions_loss: 0.7135 2392/2400 [============================>.] - ETA: 4s - loss: 1307.6621 - logits_profile_predictions_loss: 1269.8487 - logcount_predictions_loss: 0.7135 2393/2400 [============================>.] - ETA: 3s - loss: 1307.6615 - logits_profile_predictions_loss: 1269.8482 - logcount_predictions_loss: 0.7135 2394/2400 [============================>.] - ETA: 3s - loss: 1307.6609 - logits_profile_predictions_loss: 1269.8477 - logcount_predictions_loss: 0.7135 2395/2400 [============================>.] - ETA: 2s - loss: 1307.6603 - logits_profile_predictions_loss: 1269.8472 - logcount_predictions_loss: 0.7135 2396/2400 [============================>.] - ETA: 2s - loss: 1307.6597 - logits_profile_predictions_loss: 1269.8467 - logcount_predictions_loss: 0.7135 2397/2400 [============================>.] - ETA: 1s - loss: 1307.6591 - logits_profile_predictions_loss: 1269.8462 - logcount_predictions_loss: 0.7134 2398/2400 [============================>.] - ETA: 1s - loss: 1307.6585 - logits_profile_predictions_loss: 1269.8457 - logcount_predictions_loss: 0.7134 2399/2400 [============================>.] - ETA: 0s - loss: 1307.6579 - logits_profile_predictions_loss: 1269.8451 - logcount_predictions_loss: 0.7134 2400/2400 [==============================] - ETA: 0s - loss: 1307.6572 - logits_profile_predictions_loss: 1269.8446 - logcount_predictions_loss: 0.7134 2400/2400 [==============================] - 1413s 589ms/step - loss: 1307.6566 - logits_profile_predictions_loss: 1269.8441 - logcount_predictions_loss: 0.7134 - val_loss: 1500.2231 - val_logits_profile_predictions_loss: 1429.1050 - val_logcount_predictions_loss: 1.3419 Epoch 00005: val_loss improved from 1524.74976 to 1500.22314, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 6/50 1/2400 [..............................] - ETA: 23:22 - loss: 1368.6160 - logits_profile_predictions_loss: 1342.2821 - logcount_predictions_loss: 0.4969 2/2400 [..............................] - ETA: 22:33 - loss: 1359.3139 - logits_profile_predictions_loss: 1328.9523 - logcount_predictions_loss: 0.5729 3/2400 [..............................] - ETA: 22:32 - loss: 1340.9304 - logits_profile_predictions_loss: 1309.1787 - logcount_predictions_loss: 0.5991 4/2400 [..............................] - ETA: 22:32 - loss: 1342.7774 - logits_profile_predictions_loss: 1310.4681 - logcount_predictions_loss: 0.6096 5/2400 [..............................] - ETA: 22:32 - loss: 1338.6750 - logits_profile_predictions_loss: 1305.7849 - logcount_predictions_loss: 0.6206 6/2400 [..............................] - ETA: 22:31 - loss: 1334.6895 - logits_profile_predictions_loss: 1301.4521 - logcount_predictions_loss: 0.6271 7/2400 [..............................] - ETA: 22:31 - loss: 1332.9028 - logits_profile_predictions_loss: 1299.4724 - logcount_predictions_loss: 0.6308 8/2400 [..............................] - ETA: 22:30 - loss: 1333.9862 - logits_profile_predictions_loss: 1300.5051 - logcount_predictions_loss: 0.6317 9/2400 [..............................] - ETA: 22:29 - loss: 1334.5143 - logits_profile_predictions_loss: 1301.0104 - logcount_predictions_loss: 0.6321 10/2400 [..............................] - ETA: 22:29 - loss: 1333.6874 - logits_profile_predictions_loss: 1300.2364 - logcount_predictions_loss: 0.6312 11/2400 [..............................] - ETA: 22:28 - loss: 1332.6862 - logits_profile_predictions_loss: 1299.2528 - logcount_predictions_loss: 0.6308 12/2400 [..............................] - ETA: 22:27 - loss: 1331.5192 - logits_profile_predictions_loss: 1298.0383 - logcount_predictions_loss: 0.6317 13/2400 [..............................] - ETA: 22:27 - loss: 1330.6768 - logits_profile_predictions_loss: 1297.0419 - logcount_predictions_loss: 0.6346 14/2400 [..............................] - ETA: 22:26 - loss: 1329.1423 - logits_profile_predictions_loss: 1295.3721 - logcount_predictions_loss: 0.6372 15/2400 [..............................] - ETA: 22:26 - loss: 1327.5892 - logits_profile_predictions_loss: 1293.6277 - logcount_predictions_loss: 0.6408 16/2400 [..............................] - ETA: 22:25 - loss: 1326.0381 - logits_profile_predictions_loss: 1291.9413 - logcount_predictions_loss: 0.6433 17/2400 [..............................] - ETA: 22:24 - loss: 1324.6534 - logits_profile_predictions_loss: 1290.4219 - logcount_predictions_loss: 0.6459 18/2400 [..............................] - ETA: 22:24 - loss: 1323.8059 - logits_profile_predictions_loss: 1289.3913 - logcount_predictions_loss: 0.6493 19/2400 [..............................] - ETA: 22:23 - loss: 1324.1574 - logits_profile_predictions_loss: 1289.5182 - logcount_predictions_loss: 0.6536 20/2400 [..............................] - ETA: 22:23 - loss: 1324.0823 - logits_profile_predictions_loss: 1289.2419 - logcount_predictions_loss: 0.6574 21/2400 [..............................] - ETA: 22:22 - loss: 1324.2881 - logits_profile_predictions_loss: 1289.2497 - logcount_predictions_loss: 0.6611 22/2400 [..............................] - ETA: 22:22 - loss: 1324.5034 - logits_profile_predictions_loss: 1289.2854 - logcount_predictions_loss: 0.6645 23/2400 [..............................] - ETA: 22:21 - loss: 1324.4882 - logits_profile_predictions_loss: 1289.0992 - logcount_predictions_loss: 0.6677 24/2400 [..............................] - ETA: 22:21 - loss: 1324.2474 - logits_profile_predictions_loss: 1288.7030 - logcount_predictions_loss: 0.6706 25/2400 [..............................] - ETA: 22:20 - loss: 1323.9120 - logits_profile_predictions_loss: 1288.2252 - logcount_predictions_loss: 0.6733 26/2400 [..............................] - ETA: 22:20 - loss: 1323.5207 - logits_profile_predictions_loss: 1287.6957 - logcount_predictions_loss: 0.6759 27/2400 [..............................] - ETA: 22:19 - loss: 1323.1311 - logits_profile_predictions_loss: 1287.1879 - logcount_predictions_loss: 0.6782 28/2400 [..............................] - ETA: 22:19 - loss: 1322.7755 - logits_profile_predictions_loss: 1286.7278 - logcount_predictions_loss: 0.6801 29/2400 [..............................] - ETA: 22:18 - loss: 1322.1369 - logits_profile_predictions_loss: 1286.0053 - logcount_predictions_loss: 0.6817 30/2400 [..............................] - ETA: 22:18 - loss: 1321.6990 - logits_profile_predictions_loss: 1285.4900 - logcount_predictions_loss: 0.6832 31/2400 [..............................] - ETA: 22:17 - loss: 1321.3224 - logits_profile_predictions_loss: 1285.0457 - logcount_predictions_loss: 0.6845 32/2400 [..............................] - ETA: 22:16 - loss: 1321.0257 - logits_profile_predictions_loss: 1284.6814 - logcount_predictions_loss: 0.6857 33/2400 [..............................] - ETA: 22:16 - loss: 1320.7005 - logits_profile_predictions_loss: 1284.2829 - logcount_predictions_loss: 0.6871 34/2400 [..............................] - ETA: 22:15 - loss: 1320.3252 - logits_profile_predictions_loss: 1283.8457 - logcount_predictions_loss: 0.6883 35/2400 [..............................] - ETA: 22:15 - loss: 1319.8578 - logits_profile_predictions_loss: 1283.3309 - logcount_predictions_loss: 0.6892 36/2400 [..............................] - ETA: 22:14 - loss: 1319.3931 - logits_profile_predictions_loss: 1282.8236 - logcount_predictions_loss: 0.6900 37/2400 [..............................] - ETA: 22:14 - loss: 1318.9816 - logits_profile_predictions_loss: 1282.3653 - logcount_predictions_loss: 0.6909 38/2400 [..............................] - ETA: 22:13 - loss: 1318.5173 - logits_profile_predictions_loss: 1281.8517 - logcount_predictions_loss: 0.6918 39/2400 [..............................] - ETA: 22:13 - loss: 1318.0610 - logits_profile_predictions_loss: 1281.3551 - logcount_predictions_loss: 0.6926 40/2400 [..............................] - ETA: 22:12 - loss: 1317.6547 - logits_profile_predictions_loss: 1280.9131 - logcount_predictions_loss: 0.6932 41/2400 [..............................] - ETA: 22:12 - loss: 1317.3030 - logits_profile_predictions_loss: 1280.5310 - logcount_predictions_loss: 0.6938 42/2400 [..............................] - ETA: 22:11 - loss: 1316.8618 - logits_profile_predictions_loss: 1280.0587 - logcount_predictions_loss: 0.6944 43/2400 [..............................] - ETA: 22:10 - loss: 1316.3531 - logits_profile_predictions_loss: 1279.5266 - logcount_predictions_loss: 0.6948 44/2400 [..............................] - ETA: 22:10 - loss: 1315.9416 - logits_profile_predictions_loss: 1279.0985 - logcount_predictions_loss: 0.6952 45/2400 [..............................] - ETA: 22:09 - loss: 1315.5124 - logits_profile_predictions_loss: 1278.6517 - logcount_predictions_loss: 0.6955 46/2400 [..............................] - ETA: 22:09 - loss: 1315.0174 - logits_profile_predictions_loss: 1278.1389 - logcount_predictions_loss: 0.6958 47/2400 [..............................] - ETA: 22:08 - loss: 1314.5245 - logits_profile_predictions_loss: 1277.6291 - logcount_predictions_loss: 0.6961 48/2400 [..............................] - ETA: 22:08 - loss: 1314.1446 - logits_profile_predictions_loss: 1277.2361 - logcount_predictions_loss: 0.6964 49/2400 [..............................] - ETA: 22:07 - loss: 1313.7829 - logits_profile_predictions_loss: 1276.8619 - logcount_predictions_loss: 0.6966 50/2400 [..............................] - ETA: 22:06 - loss: 1313.3924 - logits_profile_predictions_loss: 1276.4596 - logcount_predictions_loss: 0.6968 51/2400 [..............................] - ETA: 22:06 - loss: 1312.9814 - logits_profile_predictions_loss: 1276.0404 - logcount_predictions_loss: 0.6970 52/2400 [..............................] - ETA: 22:05 - loss: 1312.6127 - logits_profile_predictions_loss: 1275.6647 - logcount_predictions_loss: 0.6971 53/2400 [..............................] - ETA: 22:05 - loss: 1312.1944 - logits_profile_predictions_loss: 1275.2408 - logcount_predictions_loss: 0.6972 54/2400 [..............................] - ETA: 22:04 - loss: 1311.7565 - logits_profile_predictions_loss: 1274.7982 - logcount_predictions_loss: 0.6973 55/2400 [..............................] - ETA: 22:03 - loss: 1311.3747 - logits_profile_predictions_loss: 1274.4116 - logcount_predictions_loss: 0.6974 56/2400 [..............................] - ETA: 22:03 - loss: 1310.8903 - logits_profile_predictions_loss: 1273.9264 - logcount_predictions_loss: 0.6974 57/2400 [..............................] - ETA: 22:02 - loss: 1310.4321 - logits_profile_predictions_loss: 1273.4679 - logcount_predictions_loss: 0.6974 58/2400 [..............................] - ETA: 22:02 - loss: 1309.9466 - logits_profile_predictions_loss: 1272.9838 - logcount_predictions_loss: 0.6974 59/2400 [..............................] - ETA: 22:01 - loss: 1309.5088 - logits_profile_predictions_loss: 1272.5463 - logcount_predictions_loss: 0.6974 60/2400 [..............................] - ETA: 22:01 - loss: 1309.1066 - logits_profile_predictions_loss: 1272.1428 - logcount_predictions_loss: 0.6974 61/2400 [..............................] - ETA: 22:00 - loss: 1308.7367 - logits_profile_predictions_loss: 1271.7730 - logcount_predictions_loss: 0.6974 62/2400 [..............................] - ETA: 22:00 - loss: 1308.3881 - logits_profile_predictions_loss: 1271.4239 - logcount_predictions_loss: 0.6974 63/2400 [..............................] - ETA: 21:59 - loss: 1308.0302 - logits_profile_predictions_loss: 1271.0644 - logcount_predictions_loss: 0.6975 64/2400 [..............................] - ETA: 21:58 - loss: 1307.6720 - logits_profile_predictions_loss: 1270.7043 - logcount_predictions_loss: 0.6975 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78/2400 [..............................] - ETA: 21:51 - loss: 1305.1154 - logits_profile_predictions_loss: 1268.1789 - logcount_predictions_loss: 0.6969 79/2400 [..............................] - ETA: 21:50 - loss: 1305.0222 - logits_profile_predictions_loss: 1268.0890 - logcount_predictions_loss: 0.6969 80/2400 [>.............................] - ETA: 21:50 - loss: 1304.9391 - logits_profile_predictions_loss: 1268.0084 - logcount_predictions_loss: 0.6968 81/2400 [>.............................] - ETA: 21:49 - loss: 1304.8544 - logits_profile_predictions_loss: 1267.9255 - logcount_predictions_loss: 0.6968 82/2400 [>.............................] - ETA: 21:48 - loss: 1304.7542 - logits_profile_predictions_loss: 1267.8280 - logcount_predictions_loss: 0.6967 83/2400 [>.............................] - ETA: 21:48 - loss: 1304.6444 - logits_profile_predictions_loss: 1267.7216 - logcount_predictions_loss: 0.6967 84/2400 [>.............................] - ETA: 21:47 - loss: 1304.5370 - 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91/2400 [>.............................] - ETA: 21:43 - loss: 1303.6907 - logits_profile_predictions_loss: 1266.7824 - logcount_predictions_loss: 0.6964 92/2400 [>.............................] - ETA: 21:43 - loss: 1303.5486 - logits_profile_predictions_loss: 1266.6422 - logcount_predictions_loss: 0.6963 93/2400 [>.............................] - ETA: 21:42 - loss: 1303.4033 - logits_profile_predictions_loss: 1266.4982 - logcount_predictions_loss: 0.6963 94/2400 [>.............................] - ETA: 21:42 - loss: 1303.2651 - logits_profile_predictions_loss: 1266.3613 - logcount_predictions_loss: 0.6963 95/2400 [>.............................] - ETA: 21:41 - loss: 1303.1512 - logits_profile_predictions_loss: 1266.2481 - logcount_predictions_loss: 0.6963 96/2400 [>.............................] - ETA: 21:40 - loss: 1303.0149 - logits_profile_predictions_loss: 1266.1135 - logcount_predictions_loss: 0.6963 97/2400 [>.............................] - ETA: 21:40 - loss: 1302.8861 - 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logcount_predictions_loss: 0.6756 2393/2400 [============================>.] - ETA: 3s - loss: 1291.2783 - logits_profile_predictions_loss: 1255.4705 - logcount_predictions_loss: 0.6756 2394/2400 [============================>.] - ETA: 3s - loss: 1291.2770 - logits_profile_predictions_loss: 1255.4693 - logcount_predictions_loss: 0.6756 2395/2400 [============================>.] - ETA: 2s - loss: 1291.2758 - logits_profile_predictions_loss: 1255.4681 - logcount_predictions_loss: 0.6756 2396/2400 [============================>.] - ETA: 2s - loss: 1291.2745 - logits_profile_predictions_loss: 1255.4668 - logcount_predictions_loss: 0.6756 2397/2400 [============================>.] - ETA: 1s - loss: 1291.2731 - logits_profile_predictions_loss: 1255.4655 - logcount_predictions_loss: 0.6756 2398/2400 [============================>.] - ETA: 1s - loss: 1291.2718 - logits_profile_predictions_loss: 1255.4643 - logcount_predictions_loss: 0.6756 2399/2400 [============================>.] - ETA: 0s - loss: 1291.2705 - logits_profile_predictions_loss: 1255.4630 - logcount_predictions_loss: 0.6756 2400/2400 [==============================] - ETA: 0s - loss: 1291.2693 - logits_profile_predictions_loss: 1255.4618 - logcount_predictions_loss: 0.6756 2400/2400 [==============================] - 1411s 588ms/step - loss: 1291.2680 - logits_profile_predictions_loss: 1255.4606 - logcount_predictions_loss: 0.6756 - val_loss: 1487.3127 - val_logits_profile_predictions_loss: 1422.2976 - val_logcount_predictions_loss: 1.2267 Epoch 00006: val_loss improved from 1500.22314 to 1487.31274, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 7/50 1/2400 [..............................] - ETA: 23:38 - loss: 1315.4570 - logits_profile_predictions_loss: 1278.5653 - logcount_predictions_loss: 0.6961 2/2400 [..............................] - ETA: 22:34 - loss: 1280.4677 - logits_profile_predictions_loss: 1243.3224 - logcount_predictions_loss: 0.7009 3/2400 [..............................] - ETA: 22:35 - loss: 1268.2318 - logits_profile_predictions_loss: 1230.5050 - logcount_predictions_loss: 0.7118 4/2400 [..............................] - ETA: 22:34 - loss: 1262.6174 - logits_profile_predictions_loss: 1225.0117 - logcount_predictions_loss: 0.7095 5/2400 [..............................] - ETA: 22:33 - loss: 1268.7194 - logits_profile_predictions_loss: 1231.3236 - logcount_predictions_loss: 0.7056 6/2400 [..............................] - ETA: 22:33 - loss: 1271.8734 - logits_profile_predictions_loss: 1234.7047 - logcount_predictions_loss: 0.7013 7/2400 [..............................] - ETA: 22:32 - loss: 1274.5113 - logits_profile_predictions_loss: 1237.1974 - logcount_predictions_loss: 0.7040 8/2400 [..............................] - ETA: 22:31 - loss: 1274.4325 - logits_profile_predictions_loss: 1237.0665 - logcount_predictions_loss: 0.7050 9/2400 [..............................] - ETA: 22:31 - loss: 1274.4209 - logits_profile_predictions_loss: 1237.0961 - logcount_predictions_loss: 0.7042 10/2400 [..............................] - ETA: 22:30 - loss: 1273.6359 - logits_profile_predictions_loss: 1236.4410 - logcount_predictions_loss: 0.7018 11/2400 [..............................] - ETA: 22:30 - loss: 1274.7783 - logits_profile_predictions_loss: 1237.6804 - logcount_predictions_loss: 0.7000 12/2400 [..............................] - ETA: 22:29 - loss: 1275.1226 - logits_profile_predictions_loss: 1238.1161 - logcount_predictions_loss: 0.6982 13/2400 [..............................] - ETA: 22:29 - loss: 1275.9385 - logits_profile_predictions_loss: 1239.0388 - logcount_predictions_loss: 0.6962 14/2400 [..............................] - ETA: 22:28 - loss: 1275.4913 - logits_profile_predictions_loss: 1238.6596 - logcount_predictions_loss: 0.6949 15/2400 [..............................] - ETA: 22:27 - loss: 1274.8161 - logits_profile_predictions_loss: 1238.0467 - logcount_predictions_loss: 0.6938 16/2400 [..............................] - ETA: 22:27 - loss: 1273.7546 - logits_profile_predictions_loss: 1237.0535 - logcount_predictions_loss: 0.6925 17/2400 [..............................] - ETA: 22:26 - loss: 1273.4277 - logits_profile_predictions_loss: 1236.7836 - logcount_predictions_loss: 0.6914 18/2400 [..............................] - ETA: 22:25 - loss: 1272.9427 - logits_profile_predictions_loss: 1236.3837 - logcount_predictions_loss: 0.6898 19/2400 [..............................] - ETA: 22:25 - loss: 1272.4866 - logits_profile_predictions_loss: 1235.9819 - logcount_predictions_loss: 0.6888 20/2400 [..............................] - ETA: 22:24 - loss: 1272.8570 - logits_profile_predictions_loss: 1236.3907 - logcount_predictions_loss: 0.6880 21/2400 [..............................] - ETA: 22:24 - loss: 1273.0410 - logits_profile_predictions_loss: 1236.6186 - logcount_predictions_loss: 0.6872 22/2400 [..............................] - ETA: 22:23 - loss: 1273.2105 - logits_profile_predictions_loss: 1236.8397 - logcount_predictions_loss: 0.6862 23/2400 [..............................] - ETA: 22:22 - loss: 1272.9897 - logits_profile_predictions_loss: 1236.6673 - logcount_predictions_loss: 0.6853 24/2400 [..............................] - ETA: 22:22 - loss: 1272.9592 - logits_profile_predictions_loss: 1236.6944 - logcount_predictions_loss: 0.6842 25/2400 [..............................] - ETA: 22:21 - loss: 1273.0646 - logits_profile_predictions_loss: 1236.8421 - logcount_predictions_loss: 0.6834 26/2400 [..............................] - ETA: 22:21 - loss: 1272.9462 - logits_profile_predictions_loss: 1236.7728 - logcount_predictions_loss: 0.6825 27/2400 [..............................] - ETA: 22:20 - loss: 1272.9603 - logits_profile_predictions_loss: 1236.8212 - logcount_predictions_loss: 0.6819 28/2400 [..............................] - ETA: 22:20 - loss: 1272.9094 - logits_profile_predictions_loss: 1236.7817 - logcount_predictions_loss: 0.6817 29/2400 [..............................] - ETA: 22:19 - loss: 1273.1916 - logits_profile_predictions_loss: 1237.0636 - logcount_predictions_loss: 0.6817 30/2400 [..............................] - ETA: 22:18 - loss: 1273.3504 - logits_profile_predictions_loss: 1237.2189 - logcount_predictions_loss: 0.6817 31/2400 [..............................] - ETA: 22:18 - loss: 1273.6376 - logits_profile_predictions_loss: 1237.5108 - logcount_predictions_loss: 0.6816 32/2400 [..............................] - ETA: 22:17 - loss: 1273.9366 - logits_profile_predictions_loss: 1237.8104 - logcount_predictions_loss: 0.6816 33/2400 [..............................] - ETA: 22:17 - loss: 1274.2174 - logits_profile_predictions_loss: 1238.0963 - logcount_predictions_loss: 0.6815 34/2400 [..............................] - ETA: 22:16 - loss: 1274.4322 - logits_profile_predictions_loss: 1238.3205 - logcount_predictions_loss: 0.6814 35/2400 [..............................] - ETA: 22:15 - loss: 1274.7425 - logits_profile_predictions_loss: 1238.6360 - logcount_predictions_loss: 0.6813 36/2400 [..............................] - ETA: 22:15 - loss: 1274.9960 - logits_profile_predictions_loss: 1238.8948 - logcount_predictions_loss: 0.6812 37/2400 [..............................] - ETA: 22:14 - loss: 1275.2732 - logits_profile_predictions_loss: 1239.1803 - logcount_predictions_loss: 0.6810 38/2400 [..............................] - ETA: 22:14 - loss: 1275.5188 - logits_profile_predictions_loss: 1239.4358 - logcount_predictions_loss: 0.6808 39/2400 [..............................] - ETA: 22:13 - loss: 1275.6870 - logits_profile_predictions_loss: 1239.6117 - logcount_predictions_loss: 0.6807 40/2400 [..............................] - ETA: 22:12 - loss: 1275.6881 - logits_profile_predictions_loss: 1239.6201 - logcount_predictions_loss: 0.6805 41/2400 [..............................] - ETA: 22:12 - loss: 1275.8191 - logits_profile_predictions_loss: 1239.7488 - logcount_predictions_loss: 0.6806 42/2400 [..............................] - ETA: 22:11 - loss: 1276.0363 - logits_profile_predictions_loss: 1239.9667 - logcount_predictions_loss: 0.6806 43/2400 [..............................] - ETA: 22:11 - loss: 1276.1830 - logits_profile_predictions_loss: 1240.1177 - logcount_predictions_loss: 0.6805 44/2400 [..............................] - ETA: 22:10 - loss: 1276.2358 - logits_profile_predictions_loss: 1240.1723 - logcount_predictions_loss: 0.6804 45/2400 [..............................] - ETA: 22:10 - loss: 1276.2898 - logits_profile_predictions_loss: 1240.2304 - logcount_predictions_loss: 0.6804 46/2400 [..............................] - ETA: 22:09 - loss: 1276.3305 - logits_profile_predictions_loss: 1240.2767 - logcount_predictions_loss: 0.6803 47/2400 [..............................] - ETA: 22:08 - loss: 1276.3257 - logits_profile_predictions_loss: 1240.2764 - logcount_predictions_loss: 0.6802 48/2400 [..............................] - ETA: 22:08 - loss: 1276.4296 - logits_profile_predictions_loss: 1240.3845 - logcount_predictions_loss: 0.6801 49/2400 [..............................] - ETA: 22:07 - loss: 1276.5209 - logits_profile_predictions_loss: 1240.4809 - logcount_predictions_loss: 0.6800 50/2400 [..............................] - ETA: 22:07 - loss: 1276.6029 - logits_profile_predictions_loss: 1240.5739 - logcount_predictions_loss: 0.6798 51/2400 [..............................] - ETA: 22:06 - loss: 1276.6499 - logits_profile_predictions_loss: 1240.6321 - logcount_predictions_loss: 0.6796 52/2400 [..............................] - ETA: 22:06 - loss: 1276.6707 - logits_profile_predictions_loss: 1240.6644 - logcount_predictions_loss: 0.6794 53/2400 [..............................] - ETA: 22:05 - loss: 1276.7681 - logits_profile_predictions_loss: 1240.7751 - logcount_predictions_loss: 0.6791 54/2400 [..............................] - ETA: 22:05 - loss: 1276.9148 - logits_profile_predictions_loss: 1240.9341 - logcount_predictions_loss: 0.6789 55/2400 [..............................] - ETA: 22:04 - loss: 1277.1022 - logits_profile_predictions_loss: 1241.1334 - logcount_predictions_loss: 0.6787 56/2400 [..............................] - ETA: 22:03 - loss: 1277.2896 - logits_profile_predictions_loss: 1241.3326 - logcount_predictions_loss: 0.6784 57/2400 [..............................] - ETA: 22:03 - loss: 1277.5371 - logits_profile_predictions_loss: 1241.5928 - logcount_predictions_loss: 0.6782 58/2400 [..............................] - ETA: 22:02 - loss: 1277.7704 - logits_profile_predictions_loss: 1241.8424 - logcount_predictions_loss: 0.6779 59/2400 [..............................] - ETA: 22:02 - loss: 1278.0247 - logits_profile_predictions_loss: 1242.1107 - logcount_predictions_loss: 0.6776 60/2400 [..............................] - ETA: 22:01 - loss: 1278.2553 - logits_profile_predictions_loss: 1242.3578 - logcount_predictions_loss: 0.6773 61/2400 [..............................] - ETA: 22:01 - loss: 1278.4745 - logits_profile_predictions_loss: 1242.5899 - logcount_predictions_loss: 0.6771 62/2400 [..............................] - ETA: 22:00 - loss: 1278.6576 - logits_profile_predictions_loss: 1242.7874 - logcount_predictions_loss: 0.6768 63/2400 [..............................] - ETA: 21:59 - loss: 1278.8243 - logits_profile_predictions_loss: 1242.9687 - logcount_predictions_loss: 0.6765 64/2400 [..............................] - ETA: 21:59 - loss: 1278.9532 - logits_profile_predictions_loss: 1243.1113 - logcount_predictions_loss: 0.6763 65/2400 [..............................] - ETA: 21:58 - loss: 1279.1330 - logits_profile_predictions_loss: 1243.3014 - logcount_predictions_loss: 0.6761 66/2400 [..............................] - ETA: 21:58 - loss: 1279.3110 - logits_profile_predictions_loss: 1243.4886 - logcount_predictions_loss: 0.6759 67/2400 [..............................] - ETA: 21:57 - loss: 1279.5275 - logits_profile_predictions_loss: 1243.7149 - 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- ETA: 21:31 - loss: 1287.8315 - logits_profile_predictions_loss: 1252.1888 - logcount_predictions_loss: 0.6725 114/2400 [>.............................] - ETA: 21:31 - loss: 1287.8951 - logits_profile_predictions_loss: 1252.2545 - logcount_predictions_loss: 0.6725 115/2400 [>.............................] - ETA: 21:30 - loss: 1287.9515 - logits_profile_predictions_loss: 1252.3128 - logcount_predictions_loss: 0.6724 116/2400 [>.............................] - ETA: 21:30 - loss: 1288.0089 - logits_profile_predictions_loss: 1252.3716 - logcount_predictions_loss: 0.6724 117/2400 [>.............................] - ETA: 21:29 - loss: 1288.0883 - logits_profile_predictions_loss: 1252.4522 - logcount_predictions_loss: 0.6724 118/2400 [>.............................] - ETA: 21:29 - loss: 1288.1713 - logits_profile_predictions_loss: 1252.5356 - logcount_predictions_loss: 0.6724 119/2400 [>.............................] - ETA: 21:28 - loss: 1288.2668 - logits_profile_predictions_loss: 1252.6318 - logcount_predictions_loss: 0.6724 120/2400 [>.............................] - ETA: 21:27 - loss: 1288.3638 - logits_profile_predictions_loss: 1252.7269 - logcount_predictions_loss: 0.6724 121/2400 [>.............................] - ETA: 21:27 - loss: 1288.4479 - logits_profile_predictions_loss: 1252.8087 - logcount_predictions_loss: 0.6724 122/2400 [>.............................] - ETA: 21:26 - loss: 1288.5277 - logits_profile_predictions_loss: 1252.8861 - logcount_predictions_loss: 0.6725 123/2400 [>.............................] - ETA: 21:26 - loss: 1288.5997 - logits_profile_predictions_loss: 1252.9557 - logcount_predictions_loss: 0.6725 124/2400 [>.............................] - ETA: 21:25 - loss: 1288.6902 - logits_profile_predictions_loss: 1253.0425 - logcount_predictions_loss: 0.6726 125/2400 [>.............................] - ETA: 21:25 - loss: 1288.7869 - logits_profile_predictions_loss: 1253.1348 - logcount_predictions_loss: 0.6727 126/2400 [>.............................] - ETA: 21:24 - loss: 1288.8920 - logits_profile_predictions_loss: 1253.2347 - logcount_predictions_loss: 0.6728 127/2400 [>.............................] - ETA: 21:23 - loss: 1289.0019 - logits_profile_predictions_loss: 1253.3395 - logcount_predictions_loss: 0.6729 128/2400 [>.............................] - ETA: 21:23 - loss: 1289.1003 - logits_profile_predictions_loss: 1253.4336 - logcount_predictions_loss: 0.6730 129/2400 [>.............................] - ETA: 21:22 - loss: 1289.1942 - logits_profile_predictions_loss: 1253.5228 - logcount_predictions_loss: 0.6730 130/2400 [>.............................] - ETA: 21:22 - loss: 1289.2754 - logits_profile_predictions_loss: 1253.5993 - logcount_predictions_loss: 0.6731 131/2400 [>.............................] - ETA: 21:21 - loss: 1289.3499 - logits_profile_predictions_loss: 1253.6699 - logcount_predictions_loss: 0.6732 132/2400 [>.............................] - ETA: 21:21 - loss: 1289.4261 - 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- ETA: 20:40 - loss: 1291.4420 - logits_profile_predictions_loss: 1255.5207 - logcount_predictions_loss: 0.6778 204/2400 [=>............................] - ETA: 20:40 - loss: 1291.4392 - logits_profile_predictions_loss: 1255.5180 - logcount_predictions_loss: 0.6778 205/2400 [=>............................] - ETA: 20:39 - loss: 1291.4373 - logits_profile_predictions_loss: 1255.5164 - logcount_predictions_loss: 0.6778 206/2400 [=>............................] - ETA: 20:39 - loss: 1291.4296 - logits_profile_predictions_loss: 1255.5092 - logcount_predictions_loss: 0.6777 207/2400 [=>............................] - ETA: 20:38 - loss: 1291.4196 - logits_profile_predictions_loss: 1255.4999 - logcount_predictions_loss: 0.6777 208/2400 [=>............................] - ETA: 20:38 - loss: 1291.4085 - logits_profile_predictions_loss: 1255.4896 - logcount_predictions_loss: 0.6777 209/2400 [=>............................] - ETA: 20:37 - loss: 1291.3989 - logits_profile_predictions_loss: 1255.4807 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- ETA: 20:15 - loss: 1291.0221 - logits_profile_predictions_loss: 1255.1165 - logcount_predictions_loss: 0.6775 249/2400 [==>...........................] - ETA: 20:14 - loss: 1291.0122 - logits_profile_predictions_loss: 1255.1077 - logcount_predictions_loss: 0.6774 250/2400 [==>...........................] - ETA: 20:14 - loss: 1291.0006 - logits_profile_predictions_loss: 1255.0973 - logcount_predictions_loss: 0.6774 251/2400 [==>...........................] - ETA: 20:13 - loss: 1290.9919 - logits_profile_predictions_loss: 1255.0899 - logcount_predictions_loss: 0.6774 252/2400 [==>...........................] - ETA: 20:13 - loss: 1290.9824 - logits_profile_predictions_loss: 1255.0815 - logcount_predictions_loss: 0.6774 253/2400 [==>...........................] - ETA: 20:12 - loss: 1290.9699 - logits_profile_predictions_loss: 1255.0700 - logcount_predictions_loss: 0.6774 254/2400 [==>...........................] - ETA: 20:12 - loss: 1290.9566 - logits_profile_predictions_loss: 1255.0578 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ETA: 10s - loss: 1278.5663 - logits_profile_predictions_loss: 1243.7517 - logcount_predictions_loss: 0.6569 2383/2400 [============================>.] - ETA: 9s - loss: 1278.5653 - logits_profile_predictions_loss: 1243.7509 - logcount_predictions_loss: 0.6569  2384/2400 [============================>.] - ETA: 9s - loss: 1278.5642 - logits_profile_predictions_loss: 1243.7500 - logcount_predictions_loss: 0.6569 2385/2400 [============================>.] - ETA: 8s - loss: 1278.5632 - logits_profile_predictions_loss: 1243.7491 - logcount_predictions_loss: 0.6568 2386/2400 [============================>.] - ETA: 7s - loss: 1278.5621 - logits_profile_predictions_loss: 1243.7482 - logcount_predictions_loss: 0.6568 2387/2400 [============================>.] - ETA: 7s - loss: 1278.5610 - logits_profile_predictions_loss: 1243.7473 - logcount_predictions_loss: 0.6568 2388/2400 [============================>.] - ETA: 6s - loss: 1278.5599 - logits_profile_predictions_loss: 1243.7464 - logcount_predictions_loss: 0.6568 2389/2400 [============================>.] - ETA: 6s - loss: 1278.5588 - logits_profile_predictions_loss: 1243.7455 - logcount_predictions_loss: 0.6568 2390/2400 [============================>.] - ETA: 5s - loss: 1278.5577 - logits_profile_predictions_loss: 1243.7446 - logcount_predictions_loss: 0.6568 2391/2400 [============================>.] - ETA: 5s - loss: 1278.5567 - logits_profile_predictions_loss: 1243.7437 - logcount_predictions_loss: 0.6568 2392/2400 [============================>.] - ETA: 4s - loss: 1278.5556 - logits_profile_predictions_loss: 1243.7428 - logcount_predictions_loss: 0.6568 2393/2400 [============================>.] - ETA: 3s - loss: 1278.5545 - logits_profile_predictions_loss: 1243.7419 - logcount_predictions_loss: 0.6568 2394/2400 [============================>.] - ETA: 3s - loss: 1278.5535 - logits_profile_predictions_loss: 1243.7411 - logcount_predictions_loss: 0.6568 2395/2400 [============================>.] - ETA: 2s - loss: 1278.5524 - logits_profile_predictions_loss: 1243.7402 - logcount_predictions_loss: 0.6568 2396/2400 [============================>.] - ETA: 2s - loss: 1278.5514 - logits_profile_predictions_loss: 1243.7393 - logcount_predictions_loss: 0.6568 2397/2400 [============================>.] - ETA: 1s - loss: 1278.5503 - logits_profile_predictions_loss: 1243.7385 - logcount_predictions_loss: 0.6568 2398/2400 [============================>.] - ETA: 1s - loss: 1278.5493 - logits_profile_predictions_loss: 1243.7376 - logcount_predictions_loss: 0.6568 2399/2400 [============================>.] - ETA: 0s - loss: 1278.5482 - logits_profile_predictions_loss: 1243.7367 - logcount_predictions_loss: 0.6568 2400/2400 [==============================] - ETA: 0s - loss: 1278.5472 - logits_profile_predictions_loss: 1243.7359 - logcount_predictions_loss: 0.6568 2400/2400 [==============================] - 1412s 588ms/step - loss: 1278.5462 - logits_profile_predictions_loss: 1243.7350 - logcount_predictions_loss: 0.6568 - val_loss: 1500.4713 - val_logits_profile_predictions_loss: 1438.5051 - val_logcount_predictions_loss: 1.1692 Epoch 00007: val_loss did not improve from 1487.31274 Epoch 8/50 1/2400 [..............................] - ETA: 23:41 - loss: 1328.2744 - logits_profile_predictions_loss: 1291.3279 - logcount_predictions_loss: 0.6971 2/2400 [..............................] - ETA: 22:34 - loss: 1356.6342 - logits_profile_predictions_loss: 1318.9879 - logcount_predictions_loss: 0.7103 3/2400 [..............................] - ETA: 22:34 - loss: 1349.3435 - logits_profile_predictions_loss: 1312.5977 - logcount_predictions_loss: 0.6933 4/2400 [..............................] - ETA: 22:33 - loss: 1351.8931 - logits_profile_predictions_loss: 1315.7843 - logcount_predictions_loss: 0.6813 5/2400 [..............................] - ETA: 22:32 - loss: 1344.7398 - logits_profile_predictions_loss: 1308.5192 - logcount_predictions_loss: 0.6834 6/2400 [..............................] - ETA: 22:31 - loss: 1337.9371 - logits_profile_predictions_loss: 1301.7520 - logcount_predictions_loss: 0.6827 7/2400 [..............................] - ETA: 22:31 - loss: 1332.3595 - logits_profile_predictions_loss: 1295.8513 - logcount_predictions_loss: 0.6888 8/2400 [..............................] - ETA: 22:31 - loss: 1332.7998 - logits_profile_predictions_loss: 1296.0686 - logcount_predictions_loss: 0.6930 9/2400 [..............................] - ETA: 22:30 - loss: 1330.4138 - logits_profile_predictions_loss: 1293.6114 - logcount_predictions_loss: 0.6944 10/2400 [..............................] - ETA: 22:30 - loss: 1330.0534 - logits_profile_predictions_loss: 1293.2726 - logcount_predictions_loss: 0.6940 11/2400 [..............................] - ETA: 22:29 - loss: 1329.6284 - logits_profile_predictions_loss: 1292.8720 - logcount_predictions_loss: 0.6935 12/2400 [..............................] - ETA: 22:29 - loss: 1328.6157 - logits_profile_predictions_loss: 1291.8796 - logcount_predictions_loss: 0.6931 13/2400 [..............................] - ETA: 22:28 - loss: 1326.2911 - logits_profile_predictions_loss: 1289.5765 - logcount_predictions_loss: 0.6927 14/2400 [..............................] - ETA: 22:28 - loss: 1324.6540 - logits_profile_predictions_loss: 1287.9725 - logcount_predictions_loss: 0.6921 15/2400 [..............................] - ETA: 22:27 - loss: 1324.1079 - logits_profile_predictions_loss: 1287.4965 - logcount_predictions_loss: 0.6908 16/2400 [..............................] - ETA: 22:27 - loss: 1324.8281 - logits_profile_predictions_loss: 1288.2247 - logcount_predictions_loss: 0.6906 17/2400 [..............................] - ETA: 22:26 - loss: 1325.6258 - logits_profile_predictions_loss: 1289.0762 - logcount_predictions_loss: 0.6896 18/2400 [..............................] - ETA: 22:26 - loss: 1325.9485 - logits_profile_predictions_loss: 1289.4551 - logcount_predictions_loss: 0.6886 19/2400 [..............................] - ETA: 22:25 - loss: 1326.0109 - logits_profile_predictions_loss: 1289.5755 - logcount_predictions_loss: 0.6875 20/2400 [..............................] - ETA: 22:25 - loss: 1325.4265 - logits_profile_predictions_loss: 1289.0669 - logcount_predictions_loss: 0.6860 21/2400 [..............................] - ETA: 22:24 - loss: 1324.8390 - logits_profile_predictions_loss: 1288.5585 - logcount_predictions_loss: 0.6845 22/2400 [..............................] - ETA: 22:23 - loss: 1324.1251 - logits_profile_predictions_loss: 1287.9135 - logcount_predictions_loss: 0.6832 23/2400 [..............................] - ETA: 22:23 - loss: 1323.3591 - logits_profile_predictions_loss: 1287.2192 - logcount_predictions_loss: 0.6819 24/2400 [..............................] - ETA: 22:22 - loss: 1322.6833 - logits_profile_predictions_loss: 1286.6073 - logcount_predictions_loss: 0.6807 25/2400 [..............................] - ETA: 22:22 - loss: 1321.8251 - logits_profile_predictions_loss: 1285.8233 - logcount_predictions_loss: 0.6793 26/2400 [..............................] - ETA: 22:21 - loss: 1320.9205 - logits_profile_predictions_loss: 1285.0035 - logcount_predictions_loss: 0.6777 27/2400 [..............................] - ETA: 22:20 - loss: 1319.9751 - logits_profile_predictions_loss: 1284.1489 - logcount_predictions_loss: 0.6760 28/2400 [..............................] - ETA: 22:20 - loss: 1318.9147 - logits_profile_predictions_loss: 1283.1721 - logcount_predictions_loss: 0.6744 29/2400 [..............................] - ETA: 22:19 - loss: 1317.8972 - logits_profile_predictions_loss: 1282.2249 - logcount_predictions_loss: 0.6731 30/2400 [..............................] - ETA: 22:19 - loss: 1317.0258 - logits_profile_predictions_loss: 1281.4169 - logcount_predictions_loss: 0.6719 31/2400 [..............................] - ETA: 22:18 - loss: 1316.2038 - logits_profile_predictions_loss: 1280.6530 - logcount_predictions_loss: 0.6708 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logits_profile_predictions_loss: 1266.2997 - logcount_predictions_loss: 0.6583 52/2400 [..............................] - ETA: 22:06 - loss: 1300.5589 - logits_profile_predictions_loss: 1265.6961 - logcount_predictions_loss: 0.6578 53/2400 [..............................] - ETA: 22:06 - loss: 1299.9883 - logits_profile_predictions_loss: 1265.1522 - logcount_predictions_loss: 0.6573 54/2400 [..............................] - ETA: 22:05 - loss: 1299.4978 - logits_profile_predictions_loss: 1264.6893 - logcount_predictions_loss: 0.6568 55/2400 [..............................] - ETA: 22:05 - loss: 1299.0323 - logits_profile_predictions_loss: 1264.2518 - logcount_predictions_loss: 0.6562 56/2400 [..............................] - ETA: 22:04 - loss: 1298.6064 - logits_profile_predictions_loss: 1263.8535 - logcount_predictions_loss: 0.6557 57/2400 [..............................] - ETA: 22:03 - loss: 1298.2351 - logits_profile_predictions_loss: 1263.5117 - logcount_predictions_loss: 0.6552 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logcount_predictions_loss: 0.6250 2392/2400 [============================>.] - ETA: 4s - loss: 1264.2047 - logits_profile_predictions_loss: 1231.0825 - logcount_predictions_loss: 0.6250 2393/2400 [============================>.] - ETA: 3s - loss: 1264.2052 - logits_profile_predictions_loss: 1231.0830 - logcount_predictions_loss: 0.6250 2394/2400 [============================>.] - ETA: 3s - loss: 1264.2058 - logits_profile_predictions_loss: 1231.0836 - logcount_predictions_loss: 0.6250 2395/2400 [============================>.] - ETA: 2s - loss: 1264.2063 - logits_profile_predictions_loss: 1231.0841 - logcount_predictions_loss: 0.6250 2396/2400 [============================>.] - ETA: 2s - loss: 1264.2070 - logits_profile_predictions_loss: 1231.0847 - logcount_predictions_loss: 0.6250 2397/2400 [============================>.] - ETA: 1s - loss: 1264.2077 - logits_profile_predictions_loss: 1231.0854 - logcount_predictions_loss: 0.6250 2398/2400 [============================>.] - ETA: 1s - loss: 1264.2084 - logits_profile_predictions_loss: 1231.0861 - logcount_predictions_loss: 0.6250 2399/2400 [============================>.] - ETA: 0s - loss: 1264.2091 - logits_profile_predictions_loss: 1231.0868 - logcount_predictions_loss: 0.6250 2400/2400 [==============================] - ETA: 0s - loss: 1264.2098 - logits_profile_predictions_loss: 1231.0875 - logcount_predictions_loss: 0.6250 2400/2400 [==============================] - 1412s 588ms/step - loss: 1264.2105 - logits_profile_predictions_loss: 1231.0882 - logcount_predictions_loss: 0.6250 - val_loss: 1484.6122 - val_logits_profile_predictions_loss: 1421.1699 - val_logcount_predictions_loss: 1.1970 Epoch 00008: val_loss improved from 1487.31274 to 1484.61218, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 9/50 1/2400 [..............................] - ETA: 23:49 - loss: 1205.4794 - logits_profile_predictions_loss: 1162.2396 - logcount_predictions_loss: 0.8158 2/2400 [..............................] - ETA: 22:35 - loss: 1214.2491 - logits_profile_predictions_loss: 1175.8332 - logcount_predictions_loss: 0.7248 3/2400 [..............................] - ETA: 22:33 - loss: 1232.0876 - logits_profile_predictions_loss: 1194.7825 - logcount_predictions_loss: 0.7039 4/2400 [..............................] - ETA: 22:31 - loss: 1224.0399 - logits_profile_predictions_loss: 1187.2691 - logcount_predictions_loss: 0.6938 5/2400 [..............................] - ETA: 22:31 - loss: 1222.5117 - logits_profile_predictions_loss: 1186.1976 - logcount_predictions_loss: 0.6852 6/2400 [..............................] - ETA: 22:30 - loss: 1222.0856 - logits_profile_predictions_loss: 1186.2986 - logcount_predictions_loss: 0.6752 7/2400 [..............................] - ETA: 22:29 - loss: 1227.9445 - logits_profile_predictions_loss: 1192.5227 - logcount_predictions_loss: 0.6683 8/2400 [..............................] - 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logcount_predictions_loss: 0.6348 15/2400 [..............................] - ETA: 22:26 - loss: 1255.0160 - logits_profile_predictions_loss: 1221.4302 - logcount_predictions_loss: 0.6337 16/2400 [..............................] - ETA: 22:26 - loss: 1256.6372 - logits_profile_predictions_loss: 1223.0943 - logcount_predictions_loss: 0.6329 17/2400 [..............................] - ETA: 22:25 - loss: 1258.4011 - logits_profile_predictions_loss: 1224.8718 - logcount_predictions_loss: 0.6326 18/2400 [..............................] - ETA: 22:25 - loss: 1260.0895 - logits_profile_predictions_loss: 1226.5728 - logcount_predictions_loss: 0.6324 19/2400 [..............................] - ETA: 22:24 - loss: 1261.5234 - logits_profile_predictions_loss: 1228.0225 - logcount_predictions_loss: 0.6321 20/2400 [..............................] - ETA: 22:24 - loss: 1262.3245 - logits_profile_predictions_loss: 1228.8309 - logcount_predictions_loss: 0.6320 21/2400 [..............................] - ETA: 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ETA: 40s - loss: 1260.0499 - logits_profile_predictions_loss: 1227.7087 - logcount_predictions_loss: 0.6102 2330/2400 [============================>.] - ETA: 39s - loss: 1260.0483 - logits_profile_predictions_loss: 1227.7072 - logcount_predictions_loss: 0.6102 2331/2400 [============================>.] - ETA: 38s - loss: 1260.0468 - logits_profile_predictions_loss: 1227.7057 - logcount_predictions_loss: 0.6102 2332/2400 [============================>.] - ETA: 38s - loss: 1260.0452 - logits_profile_predictions_loss: 1227.7041 - logcount_predictions_loss: 0.6102 2333/2400 [============================>.] - ETA: 37s - loss: 1260.0436 - logits_profile_predictions_loss: 1227.7026 - logcount_predictions_loss: 0.6102 2334/2400 [============================>.] - ETA: 37s - loss: 1260.0421 - logits_profile_predictions_loss: 1227.7011 - logcount_predictions_loss: 0.6102 2335/2400 [============================>.] - ETA: 36s - loss: 1260.0405 - logits_profile_predictions_loss: 1227.6995 - logcount_predictions_loss: 0.6102 2336/2400 [============================>.] - ETA: 36s - loss: 1260.0390 - logits_profile_predictions_loss: 1227.6980 - logcount_predictions_loss: 0.6102 2337/2400 [============================>.] - ETA: 35s - loss: 1260.0374 - logits_profile_predictions_loss: 1227.6965 - logcount_predictions_loss: 0.6102 2338/2400 [============================>.] - ETA: 35s - loss: 1260.0359 - logits_profile_predictions_loss: 1227.6950 - logcount_predictions_loss: 0.6102 2339/2400 [============================>.] - ETA: 34s - loss: 1260.0343 - logits_profile_predictions_loss: 1227.6935 - logcount_predictions_loss: 0.6102 2340/2400 [============================>.] - ETA: 33s - loss: 1260.0327 - logits_profile_predictions_loss: 1227.6919 - logcount_predictions_loss: 0.6102 2341/2400 [============================>.] - ETA: 33s - loss: 1260.0312 - logits_profile_predictions_loss: 1227.6903 - logcount_predictions_loss: 0.6102 2342/2400 [============================>.] - ETA: 32s - loss: 1260.0296 - logits_profile_predictions_loss: 1227.6888 - logcount_predictions_loss: 0.6102 2343/2400 [============================>.] - ETA: 32s - loss: 1260.0280 - logits_profile_predictions_loss: 1227.6872 - logcount_predictions_loss: 0.6102 2344/2400 [============================>.] - ETA: 31s - loss: 1260.0265 - logits_profile_predictions_loss: 1227.6857 - logcount_predictions_loss: 0.6102 2345/2400 [============================>.] - ETA: 31s - loss: 1260.0249 - logits_profile_predictions_loss: 1227.6842 - logcount_predictions_loss: 0.6102 2346/2400 [============================>.] - ETA: 30s - loss: 1260.0233 - logits_profile_predictions_loss: 1227.6827 - logcount_predictions_loss: 0.6102 2347/2400 [============================>.] - ETA: 29s - loss: 1260.0218 - logits_profile_predictions_loss: 1227.6811 - logcount_predictions_loss: 0.6102 2348/2400 [============================>.] - ETA: 29s - loss: 1260.0202 - logits_profile_predictions_loss: 1227.6796 - logcount_predictions_loss: 0.6102 2349/2400 [============================>.] - ETA: 28s - loss: 1260.0186 - logits_profile_predictions_loss: 1227.6780 - logcount_predictions_loss: 0.6102 2350/2400 [============================>.] - ETA: 28s - loss: 1260.0170 - logits_profile_predictions_loss: 1227.6764 - logcount_predictions_loss: 0.6102 2351/2400 [============================>.] - ETA: 27s - loss: 1260.0154 - logits_profile_predictions_loss: 1227.6748 - logcount_predictions_loss: 0.6102 2352/2400 [============================>.] - ETA: 27s - loss: 1260.0137 - logits_profile_predictions_loss: 1227.6732 - logcount_predictions_loss: 0.6102 2353/2400 [============================>.] - ETA: 26s - loss: 1260.0121 - logits_profile_predictions_loss: 1227.6716 - logcount_predictions_loss: 0.6102 2354/2400 [============================>.] - ETA: 25s - loss: 1260.0104 - logits_profile_predictions_loss: 1227.6699 - logcount_predictions_loss: 0.6102 2355/2400 [============================>.] - ETA: 25s - loss: 1260.0087 - logits_profile_predictions_loss: 1227.6682 - logcount_predictions_loss: 0.6102 2356/2400 [============================>.] - ETA: 24s - loss: 1260.0070 - logits_profile_predictions_loss: 1227.6666 - logcount_predictions_loss: 0.6102 2357/2400 [============================>.] - ETA: 24s - loss: 1260.0054 - logits_profile_predictions_loss: 1227.6650 - logcount_predictions_loss: 0.6102 2358/2400 [============================>.] - ETA: 23s - loss: 1260.0037 - logits_profile_predictions_loss: 1227.6634 - logcount_predictions_loss: 0.6102 2359/2400 [============================>.] - ETA: 23s - loss: 1260.0021 - logits_profile_predictions_loss: 1227.6618 - logcount_predictions_loss: 0.6102 2360/2400 [============================>.] - ETA: 22s - loss: 1260.0005 - logits_profile_predictions_loss: 1227.6602 - logcount_predictions_loss: 0.6102 2361/2400 [============================>.] - ETA: 22s - loss: 1259.9988 - logits_profile_predictions_loss: 1227.6586 - logcount_predictions_loss: 0.6102 2362/2400 [============================>.] - ETA: 21s - loss: 1259.9971 - logits_profile_predictions_loss: 1227.6569 - logcount_predictions_loss: 0.6102 2363/2400 [============================>.] - ETA: 20s - loss: 1259.9954 - logits_profile_predictions_loss: 1227.6552 - logcount_predictions_loss: 0.6102 2364/2400 [============================>.] - ETA: 20s - loss: 1259.9938 - logits_profile_predictions_loss: 1227.6536 - logcount_predictions_loss: 0.6102 2365/2400 [============================>.] - ETA: 19s - loss: 1259.9921 - logits_profile_predictions_loss: 1227.6520 - logcount_predictions_loss: 0.6102 2366/2400 [============================>.] - ETA: 19s - loss: 1259.9904 - logits_profile_predictions_loss: 1227.6503 - logcount_predictions_loss: 0.6102 2367/2400 [============================>.] - ETA: 18s - loss: 1259.9888 - logits_profile_predictions_loss: 1227.6487 - logcount_predictions_loss: 0.6102 2368/2400 [============================>.] - ETA: 18s - loss: 1259.9871 - logits_profile_predictions_loss: 1227.6470 - logcount_predictions_loss: 0.6102 2369/2400 [============================>.] - ETA: 17s - loss: 1259.9854 - logits_profile_predictions_loss: 1227.6454 - logcount_predictions_loss: 0.6102 2370/2400 [============================>.] - ETA: 16s - loss: 1259.9837 - logits_profile_predictions_loss: 1227.6437 - logcount_predictions_loss: 0.6102 2371/2400 [============================>.] - ETA: 16s - loss: 1259.9820 - logits_profile_predictions_loss: 1227.6420 - logcount_predictions_loss: 0.6102 2372/2400 [============================>.] - ETA: 15s - loss: 1259.9803 - logits_profile_predictions_loss: 1227.6403 - logcount_predictions_loss: 0.6102 2373/2400 [============================>.] - ETA: 15s - loss: 1259.9786 - logits_profile_predictions_loss: 1227.6386 - logcount_predictions_loss: 0.6102 2374/2400 [============================>.] - ETA: 14s - loss: 1259.9768 - logits_profile_predictions_loss: 1227.6369 - logcount_predictions_loss: 0.6102 2375/2400 [============================>.] - ETA: 14s - loss: 1259.9751 - logits_profile_predictions_loss: 1227.6352 - logcount_predictions_loss: 0.6102 2376/2400 [============================>.] - ETA: 13s - loss: 1259.9734 - logits_profile_predictions_loss: 1227.6335 - logcount_predictions_loss: 0.6102 2377/2400 [============================>.] - ETA: 12s - loss: 1259.9716 - logits_profile_predictions_loss: 1227.6318 - logcount_predictions_loss: 0.6102 2378/2400 [============================>.] - ETA: 12s - loss: 1259.9698 - logits_profile_predictions_loss: 1227.6300 - logcount_predictions_loss: 0.6102 2379/2400 [============================>.] - ETA: 11s - loss: 1259.9681 - logits_profile_predictions_loss: 1227.6282 - logcount_predictions_loss: 0.6102 2380/2400 [============================>.] - ETA: 11s - loss: 1259.9662 - logits_profile_predictions_loss: 1227.6264 - logcount_predictions_loss: 0.6102 2381/2400 [============================>.] - ETA: 10s - loss: 1259.9644 - logits_profile_predictions_loss: 1227.6246 - logcount_predictions_loss: 0.6102 2382/2400 [============================>.] - ETA: 10s - loss: 1259.9626 - logits_profile_predictions_loss: 1227.6228 - logcount_predictions_loss: 0.6102 2383/2400 [============================>.] - ETA: 9s - loss: 1259.9608 - logits_profile_predictions_loss: 1227.6211 - logcount_predictions_loss: 0.6102  2384/2400 [============================>.] - ETA: 9s - loss: 1259.9591 - logits_profile_predictions_loss: 1227.6194 - logcount_predictions_loss: 0.6102 2385/2400 [============================>.] - ETA: 8s - loss: 1259.9574 - logits_profile_predictions_loss: 1227.6177 - logcount_predictions_loss: 0.6102 2386/2400 [============================>.] - ETA: 7s - loss: 1259.9557 - logits_profile_predictions_loss: 1227.6160 - logcount_predictions_loss: 0.6102 2387/2400 [============================>.] - ETA: 7s - loss: 1259.9540 - logits_profile_predictions_loss: 1227.6144 - logcount_predictions_loss: 0.6102 2388/2400 [============================>.] - ETA: 6s - loss: 1259.9523 - logits_profile_predictions_loss: 1227.6127 - logcount_predictions_loss: 0.6102 2389/2400 [============================>.] - ETA: 6s - loss: 1259.9506 - logits_profile_predictions_loss: 1227.6110 - logcount_predictions_loss: 0.6102 2390/2400 [============================>.] - ETA: 5s - loss: 1259.9490 - logits_profile_predictions_loss: 1227.6094 - logcount_predictions_loss: 0.6102 2391/2400 [============================>.] - ETA: 5s - loss: 1259.9473 - logits_profile_predictions_loss: 1227.6077 - logcount_predictions_loss: 0.6102 2392/2400 [============================>.] - ETA: 4s - loss: 1259.9455 - logits_profile_predictions_loss: 1227.6060 - logcount_predictions_loss: 0.6102 2393/2400 [============================>.] - ETA: 3s - loss: 1259.9438 - logits_profile_predictions_loss: 1227.6043 - logcount_predictions_loss: 0.6102 2394/2400 [============================>.] - ETA: 3s - loss: 1259.9421 - logits_profile_predictions_loss: 1227.6026 - logcount_predictions_loss: 0.6102 2395/2400 [============================>.] - ETA: 2s - loss: 1259.9403 - logits_profile_predictions_loss: 1227.6009 - logcount_predictions_loss: 0.6102 2396/2400 [============================>.] - ETA: 2s - loss: 1259.9385 - logits_profile_predictions_loss: 1227.5991 - logcount_predictions_loss: 0.6102 2397/2400 [============================>.] - ETA: 1s - loss: 1259.9368 - logits_profile_predictions_loss: 1227.5974 - logcount_predictions_loss: 0.6102 2398/2400 [============================>.] - ETA: 1s - loss: 1259.9351 - logits_profile_predictions_loss: 1227.5957 - logcount_predictions_loss: 0.6102 2399/2400 [============================>.] - ETA: 0s - loss: 1259.9334 - logits_profile_predictions_loss: 1227.5940 - logcount_predictions_loss: 0.6102 2400/2400 [==============================] - ETA: 0s - loss: 1259.9316 - logits_profile_predictions_loss: 1227.5923 - logcount_predictions_loss: 0.6102 2400/2400 [==============================] - 1412s 588ms/step - loss: 1259.9299 - logits_profile_predictions_loss: 1227.5906 - logcount_predictions_loss: 0.6102 - val_loss: 1497.3748 - val_logits_profile_predictions_loss: 1433.9193 - val_logcount_predictions_loss: 1.1973 Epoch 00009: val_loss did not improve from 1484.61218 Epoch 10/50 1/2400 [..............................] - ETA: 23:40 - loss: 1504.6001 - logits_profile_predictions_loss: 1473.1226 - logcount_predictions_loss: 0.5939 2/2400 [..............................] - ETA: 22:34 - loss: 1453.0659 - logits_profile_predictions_loss: 1421.6983 - logcount_predictions_loss: 0.5918 3/2400 [..............................] - ETA: 22:36 - loss: 1420.4388 - logits_profile_predictions_loss: 1389.1632 - logcount_predictions_loss: 0.5901 4/2400 [..............................] - ETA: 22:34 - loss: 1405.4822 - logits_profile_predictions_loss: 1374.5905 - logcount_predictions_loss: 0.5829 5/2400 [..............................] - ETA: 22:33 - loss: 1388.3617 - logits_profile_predictions_loss: 1357.0364 - logcount_predictions_loss: 0.5910 6/2400 [..............................] - ETA: 22:32 - loss: 1374.3987 - logits_profile_predictions_loss: 1342.7574 - logcount_predictions_loss: 0.5970 7/2400 [..............................] - ETA: 22:31 - loss: 1363.7946 - logits_profile_predictions_loss: 1331.9919 - logcount_predictions_loss: 0.6001 8/2400 [..............................] - ETA: 22:31 - loss: 1353.9748 - logits_profile_predictions_loss: 1322.0876 - logcount_predictions_loss: 0.6016 9/2400 [..............................] - ETA: 22:30 - loss: 1345.4835 - logits_profile_predictions_loss: 1313.5694 - logcount_predictions_loss: 0.6022 10/2400 [..............................] - ETA: 22:29 - loss: 1340.4250 - logits_profile_predictions_loss: 1308.2398 - logcount_predictions_loss: 0.6073 11/2400 [..............................] - ETA: 22:29 - loss: 1337.7947 - logits_profile_predictions_loss: 1305.2764 - logcount_predictions_loss: 0.6136 12/2400 [..............................] - ETA: 22:28 - loss: 1336.4523 - logits_profile_predictions_loss: 1303.6695 - logcount_predictions_loss: 0.6185 13/2400 [..............................] - ETA: 22:27 - loss: 1334.2826 - logits_profile_predictions_loss: 1301.2943 - logcount_predictions_loss: 0.6224 14/2400 [..............................] - ETA: 22:27 - loss: 1331.4787 - logits_profile_predictions_loss: 1298.3620 - logcount_predictions_loss: 0.6248 15/2400 [..............................] - ETA: 22:26 - loss: 1328.5319 - logits_profile_predictions_loss: 1295.3427 - logcount_predictions_loss: 0.6262 16/2400 [..............................] - ETA: 22:25 - loss: 1325.5640 - logits_profile_predictions_loss: 1292.3189 - logcount_predictions_loss: 0.6273 17/2400 [..............................] - ETA: 22:25 - loss: 1321.8566 - logits_profile_predictions_loss: 1288.6142 - logcount_predictions_loss: 0.6272 18/2400 [..............................] - ETA: 22:24 - loss: 1317.7253 - logits_profile_predictions_loss: 1284.5034 - logcount_predictions_loss: 0.6268 19/2400 [..............................] - ETA: 22:24 - loss: 1314.0075 - logits_profile_predictions_loss: 1280.8100 - logcount_predictions_loss: 0.6264 20/2400 [..............................] - ETA: 22:23 - loss: 1310.4736 - logits_profile_predictions_loss: 1277.3020 - logcount_predictions_loss: 0.6259 21/2400 [..............................] - ETA: 22:22 - loss: 1307.8665 - logits_profile_predictions_loss: 1274.7369 - logcount_predictions_loss: 0.6251 22/2400 [..............................] - ETA: 22:22 - loss: 1305.5294 - logits_profile_predictions_loss: 1272.4388 - logcount_predictions_loss: 0.6244 23/2400 [..............................] - ETA: 22:21 - loss: 1303.0372 - logits_profile_predictions_loss: 1269.9752 - logcount_predictions_loss: 0.6238 24/2400 [..............................] - ETA: 22:21 - loss: 1300.6637 - logits_profile_predictions_loss: 1267.6147 - logcount_predictions_loss: 0.6236 25/2400 [..............................] - ETA: 22:20 - loss: 1298.4637 - logits_profile_predictions_loss: 1265.4435 - logcount_predictions_loss: 0.6230 26/2400 [..............................] - ETA: 22:19 - loss: 1296.4002 - logits_profile_predictions_loss: 1263.4035 - logcount_predictions_loss: 0.6226 27/2400 [..............................] - ETA: 22:19 - loss: 1294.5785 - logits_profile_predictions_loss: 1261.6088 - logcount_predictions_loss: 0.6221 28/2400 [..............................] - ETA: 22:18 - loss: 1293.0028 - logits_profile_predictions_loss: 1260.0594 - logcount_predictions_loss: 0.6216 29/2400 [..............................] - ETA: 22:18 - loss: 1291.6467 - logits_profile_predictions_loss: 1258.7218 - logcount_predictions_loss: 0.6212 30/2400 [..............................] - ETA: 22:17 - loss: 1290.1694 - logits_profile_predictions_loss: 1257.2734 - logcount_predictions_loss: 0.6207 31/2400 [..............................] - ETA: 22:17 - loss: 1288.8189 - logits_profile_predictions_loss: 1255.9524 - logcount_predictions_loss: 0.6201 32/2400 [..............................] - ETA: 22:16 - loss: 1287.5374 - logits_profile_predictions_loss: 1254.6973 - logcount_predictions_loss: 0.6196 33/2400 [..............................] - ETA: 22:15 - loss: 1286.2586 - logits_profile_predictions_loss: 1253.4393 - logcount_predictions_loss: 0.6192 34/2400 [..............................] - ETA: 22:15 - loss: 1285.0004 - logits_profile_predictions_loss: 1252.2015 - logcount_predictions_loss: 0.6188 35/2400 [..............................] - ETA: 22:14 - loss: 1283.9664 - logits_profile_predictions_loss: 1251.1868 - logcount_predictions_loss: 0.6185 36/2400 [..............................] - ETA: 22:14 - loss: 1282.8540 - logits_profile_predictions_loss: 1250.0947 - logcount_predictions_loss: 0.6181 37/2400 [..............................] - ETA: 22:13 - loss: 1281.7729 - logits_profile_predictions_loss: 1249.0398 - logcount_predictions_loss: 0.6176 38/2400 [..............................] - ETA: 22:13 - loss: 1280.7604 - logits_profile_predictions_loss: 1248.0539 - logcount_predictions_loss: 0.6171 39/2400 [..............................] - ETA: 22:12 - loss: 1279.7398 - logits_profile_predictions_loss: 1247.0567 - logcount_predictions_loss: 0.6167 40/2400 [..............................] - ETA: 22:11 - loss: 1278.6925 - logits_profile_predictions_loss: 1246.0344 - logcount_predictions_loss: 0.6162 41/2400 [..............................] - ETA: 22:11 - loss: 1277.6407 - logits_profile_predictions_loss: 1245.0098 - logcount_predictions_loss: 0.6157 42/2400 [..............................] - ETA: 22:10 - loss: 1276.6556 - logits_profile_predictions_loss: 1244.0500 - logcount_predictions_loss: 0.6152 43/2400 [..............................] - ETA: 22:10 - loss: 1275.9441 - logits_profile_predictions_loss: 1243.3612 - logcount_predictions_loss: 0.6148 44/2400 [..............................] - ETA: 22:09 - loss: 1275.3424 - logits_profile_predictions_loss: 1242.7828 - logcount_predictions_loss: 0.6143 45/2400 [..............................] - ETA: 22:09 - loss: 1274.9952 - logits_profile_predictions_loss: 1242.4574 - logcount_predictions_loss: 0.6139 46/2400 [..............................] - ETA: 22:08 - loss: 1274.7050 - logits_profile_predictions_loss: 1242.1865 - logcount_predictions_loss: 0.6136 47/2400 [..............................] - ETA: 22:07 - loss: 1274.4185 - logits_profile_predictions_loss: 1241.9130 - logcount_predictions_loss: 0.6133 48/2400 [..............................] - ETA: 22:07 - loss: 1274.1614 - logits_profile_predictions_loss: 1241.6679 - logcount_predictions_loss: 0.6131 49/2400 [..............................] - ETA: 22:06 - loss: 1273.9439 - logits_profile_predictions_loss: 1241.4618 - logcount_predictions_loss: 0.6129 50/2400 [..............................] - ETA: 22:06 - loss: 1273.7204 - logits_profile_predictions_loss: 1241.2524 - logcount_predictions_loss: 0.6126 51/2400 [..............................] - ETA: 22:05 - loss: 1273.4958 - logits_profile_predictions_loss: 1241.0429 - logcount_predictions_loss: 0.6123 52/2400 [..............................] - ETA: 22:05 - loss: 1273.2694 - logits_profile_predictions_loss: 1240.8345 - logcount_predictions_loss: 0.6120 53/2400 [..............................] - ETA: 22:04 - loss: 1273.1055 - logits_profile_predictions_loss: 1240.6850 - logcount_predictions_loss: 0.6117 54/2400 [..............................] - ETA: 22:04 - loss: 1272.9432 - logits_profile_predictions_loss: 1240.5383 - logcount_predictions_loss: 0.6114 55/2400 [..............................] - ETA: 22:03 - loss: 1272.7199 - logits_profile_predictions_loss: 1240.3294 - logcount_predictions_loss: 0.6111 56/2400 [..............................] - ETA: 22:03 - loss: 1272.4948 - logits_profile_predictions_loss: 1240.1201 - logcount_predictions_loss: 0.6108 57/2400 [..............................] - ETA: 22:02 - loss: 1272.2764 - logits_profile_predictions_loss: 1239.9172 - logcount_predictions_loss: 0.6105 58/2400 [..............................] - ETA: 22:01 - loss: 1272.0744 - logits_profile_predictions_loss: 1239.7318 - logcount_predictions_loss: 0.6102 59/2400 [..............................] - ETA: 22:01 - loss: 1271.8739 - logits_profile_predictions_loss: 1239.5467 - logcount_predictions_loss: 0.6099 60/2400 [..............................] - ETA: 22:00 - loss: 1271.6530 - logits_profile_predictions_loss: 1239.3406 - logcount_predictions_loss: 0.6097 61/2400 [..............................] - ETA: 22:00 - loss: 1271.3953 - logits_profile_predictions_loss: 1239.0978 - logcount_predictions_loss: 0.6094 62/2400 [..............................] - ETA: 21:59 - loss: 1271.1517 - logits_profile_predictions_loss: 1238.8680 - logcount_predictions_loss: 0.6091 63/2400 [..............................] - ETA: 21:59 - loss: 1270.9073 - 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1257.5089 - logits_profile_predictions_loss: 1226.4482 - logcount_predictions_loss: 0.5861 431/2400 [====>.........................] - ETA: 18:31 - loss: 1257.4940 - logits_profile_predictions_loss: 1226.4325 - logcount_predictions_loss: 0.5861 432/2400 [====>.........................] - ETA: 18:31 - loss: 1257.4792 - logits_profile_predictions_loss: 1226.4168 - logcount_predictions_loss: 0.5861 433/2400 [====>.........................] - ETA: 18:30 - loss: 1257.4652 - logits_profile_predictions_loss: 1226.4020 - logcount_predictions_loss: 0.5861 434/2400 [====>.........................] - ETA: 18:30 - loss: 1257.4522 - logits_profile_predictions_loss: 1226.3882 - logcount_predictions_loss: 0.5861 435/2400 [====>.........................] - ETA: 18:29 - loss: 1257.4394 - logits_profile_predictions_loss: 1226.3743 - logcount_predictions_loss: 0.5861 436/2400 [====>.........................] - ETA: 18:28 - loss: 1257.4258 - logits_profile_predictions_loss: 1226.3597 - 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ETA: 31s - loss: 1252.1156 - logits_profile_predictions_loss: 1220.6300 - logcount_predictions_loss: 0.5941 2346/2400 [============================>.] - ETA: 30s - loss: 1252.1140 - logits_profile_predictions_loss: 1220.6284 - logcount_predictions_loss: 0.5941 2347/2400 [============================>.] - ETA: 29s - loss: 1252.1124 - logits_profile_predictions_loss: 1220.6268 - logcount_predictions_loss: 0.5941 2348/2400 [============================>.] - ETA: 29s - loss: 1252.1108 - logits_profile_predictions_loss: 1220.6252 - logcount_predictions_loss: 0.5941 2349/2400 [============================>.] - ETA: 28s - loss: 1252.1091 - logits_profile_predictions_loss: 1220.6237 - logcount_predictions_loss: 0.5941 2350/2400 [============================>.] - ETA: 28s - loss: 1252.1075 - logits_profile_predictions_loss: 1220.6221 - logcount_predictions_loss: 0.5941 2351/2400 [============================>.] - ETA: 27s - loss: 1252.1059 - logits_profile_predictions_loss: 1220.6205 - logcount_predictions_loss: 0.5941 2352/2400 [============================>.] - ETA: 27s - loss: 1252.1043 - logits_profile_predictions_loss: 1220.6189 - logcount_predictions_loss: 0.5941 2353/2400 [============================>.] - ETA: 26s - loss: 1252.1027 - logits_profile_predictions_loss: 1220.6173 - logcount_predictions_loss: 0.5941 2354/2400 [============================>.] - ETA: 25s - loss: 1252.1011 - logits_profile_predictions_loss: 1220.6157 - logcount_predictions_loss: 0.5941 2355/2400 [============================>.] - ETA: 25s - loss: 1252.0995 - logits_profile_predictions_loss: 1220.6142 - logcount_predictions_loss: 0.5941 2356/2400 [============================>.] - ETA: 24s - loss: 1252.0980 - logits_profile_predictions_loss: 1220.6127 - logcount_predictions_loss: 0.5941 2357/2400 [============================>.] - ETA: 24s - loss: 1252.0964 - logits_profile_predictions_loss: 1220.6112 - logcount_predictions_loss: 0.5941 2358/2400 [============================>.] - ETA: 23s - loss: 1252.0949 - logits_profile_predictions_loss: 1220.6097 - logcount_predictions_loss: 0.5941 2359/2400 [============================>.] - ETA: 23s - loss: 1252.0934 - logits_profile_predictions_loss: 1220.6082 - logcount_predictions_loss: 0.5941 2360/2400 [============================>.] - ETA: 22s - loss: 1252.0919 - logits_profile_predictions_loss: 1220.6067 - logcount_predictions_loss: 0.5941 2361/2400 [============================>.] - ETA: 22s - loss: 1252.0904 - logits_profile_predictions_loss: 1220.6053 - logcount_predictions_loss: 0.5941 2362/2400 [============================>.] - ETA: 21s - loss: 1252.0889 - logits_profile_predictions_loss: 1220.6038 - logcount_predictions_loss: 0.5941 2363/2400 [============================>.] - ETA: 20s - loss: 1252.0874 - logits_profile_predictions_loss: 1220.6024 - logcount_predictions_loss: 0.5941 2364/2400 [============================>.] - ETA: 20s - loss: 1252.0859 - logits_profile_predictions_loss: 1220.6009 - logcount_predictions_loss: 0.5941 2365/2400 [============================>.] - ETA: 19s - loss: 1252.0844 - logits_profile_predictions_loss: 1220.5994 - logcount_predictions_loss: 0.5941 2366/2400 [============================>.] - ETA: 19s - loss: 1252.0829 - logits_profile_predictions_loss: 1220.5979 - logcount_predictions_loss: 0.5941 2367/2400 [============================>.] - ETA: 18s - loss: 1252.0814 - logits_profile_predictions_loss: 1220.5965 - logcount_predictions_loss: 0.5941 2368/2400 [============================>.] - ETA: 18s - loss: 1252.0798 - logits_profile_predictions_loss: 1220.5950 - logcount_predictions_loss: 0.5941 2369/2400 [============================>.] - ETA: 17s - loss: 1252.0783 - logits_profile_predictions_loss: 1220.5934 - logcount_predictions_loss: 0.5941 2370/2400 [============================>.] - ETA: 16s - loss: 1252.0767 - logits_profile_predictions_loss: 1220.5919 - logcount_predictions_loss: 0.5941 2371/2400 [============================>.] - ETA: 16s - loss: 1252.0752 - logits_profile_predictions_loss: 1220.5904 - logcount_predictions_loss: 0.5941 2372/2400 [============================>.] - ETA: 15s - loss: 1252.0737 - logits_profile_predictions_loss: 1220.5890 - logcount_predictions_loss: 0.5941 2373/2400 [============================>.] - ETA: 15s - loss: 1252.0722 - logits_profile_predictions_loss: 1220.5875 - logcount_predictions_loss: 0.5941 2374/2400 [============================>.] - ETA: 14s - loss: 1252.0706 - logits_profile_predictions_loss: 1220.5860 - logcount_predictions_loss: 0.5941 2375/2400 [============================>.] - ETA: 14s - loss: 1252.0691 - logits_profile_predictions_loss: 1220.5845 - logcount_predictions_loss: 0.5941 2376/2400 [============================>.] - ETA: 13s - loss: 1252.0675 - logits_profile_predictions_loss: 1220.5829 - logcount_predictions_loss: 0.5941 2377/2400 [============================>.] - ETA: 12s - loss: 1252.0659 - logits_profile_predictions_loss: 1220.5814 - logcount_predictions_loss: 0.5941 2378/2400 [============================>.] - ETA: 12s - loss: 1252.0644 - logits_profile_predictions_loss: 1220.5799 - logcount_predictions_loss: 0.5941 2379/2400 [============================>.] - ETA: 11s - loss: 1252.0628 - logits_profile_predictions_loss: 1220.5784 - logcount_predictions_loss: 0.5941 2380/2400 [============================>.] - ETA: 11s - loss: 1252.0613 - logits_profile_predictions_loss: 1220.5769 - logcount_predictions_loss: 0.5941 2381/2400 [============================>.] - ETA: 10s - loss: 1252.0598 - logits_profile_predictions_loss: 1220.5754 - logcount_predictions_loss: 0.5941 2382/2400 [============================>.] - ETA: 10s - loss: 1252.0582 - logits_profile_predictions_loss: 1220.5739 - logcount_predictions_loss: 0.5941 2383/2400 [============================>.] - ETA: 9s - loss: 1252.0567 - logits_profile_predictions_loss: 1220.5724 - logcount_predictions_loss: 0.5941  2384/2400 [============================>.] - ETA: 9s - loss: 1252.0551 - logits_profile_predictions_loss: 1220.5709 - logcount_predictions_loss: 0.5941 2385/2400 [============================>.] - ETA: 8s - loss: 1252.0536 - logits_profile_predictions_loss: 1220.5694 - logcount_predictions_loss: 0.5941 2386/2400 [============================>.] - ETA: 7s - loss: 1252.0520 - logits_profile_predictions_loss: 1220.5678 - logcount_predictions_loss: 0.5940 2387/2400 [============================>.] - ETA: 7s - loss: 1252.0504 - logits_profile_predictions_loss: 1220.5663 - logcount_predictions_loss: 0.5940 2388/2400 [============================>.] - ETA: 6s - loss: 1252.0488 - logits_profile_predictions_loss: 1220.5647 - logcount_predictions_loss: 0.5940 2389/2400 [============================>.] - ETA: 6s - loss: 1252.0473 - logits_profile_predictions_loss: 1220.5632 - logcount_predictions_loss: 0.5940 2390/2400 [============================>.] - ETA: 5s - loss: 1252.0457 - logits_profile_predictions_loss: 1220.5617 - logcount_predictions_loss: 0.5940 2391/2400 [============================>.] - ETA: 5s - loss: 1252.0441 - logits_profile_predictions_loss: 1220.5602 - logcount_predictions_loss: 0.5940 2392/2400 [============================>.] - ETA: 4s - loss: 1252.0426 - logits_profile_predictions_loss: 1220.5587 - logcount_predictions_loss: 0.5940 2393/2400 [============================>.] - ETA: 3s - loss: 1252.0410 - logits_profile_predictions_loss: 1220.5571 - logcount_predictions_loss: 0.5940 2394/2400 [============================>.] - ETA: 3s - loss: 1252.0395 - logits_profile_predictions_loss: 1220.5556 - logcount_predictions_loss: 0.5940 2395/2400 [============================>.] - ETA: 2s - loss: 1252.0379 - logits_profile_predictions_loss: 1220.5541 - logcount_predictions_loss: 0.5940 2396/2400 [============================>.] - ETA: 2s - loss: 1252.0363 - logits_profile_predictions_loss: 1220.5525 - logcount_predictions_loss: 0.5940 2397/2400 [============================>.] - ETA: 1s - loss: 1252.0347 - logits_profile_predictions_loss: 1220.5510 - logcount_predictions_loss: 0.5940 2398/2400 [============================>.] - ETA: 1s - loss: 1252.0332 - logits_profile_predictions_loss: 1220.5495 - logcount_predictions_loss: 0.5940 2399/2400 [============================>.] - ETA: 0s - loss: 1252.0316 - logits_profile_predictions_loss: 1220.5479 - logcount_predictions_loss: 0.5940 2400/2400 [==============================] - ETA: 0s - loss: 1252.0300 - logits_profile_predictions_loss: 1220.5464 - logcount_predictions_loss: 0.5940 2400/2400 [==============================] - 1411s 588ms/step - loss: 1252.0284 - logits_profile_predictions_loss: 1220.5449 - logcount_predictions_loss: 0.5940 - val_loss: 1486.7573 - val_logits_profile_predictions_loss: 1421.5254 - val_logcount_predictions_loss: 1.2308 Epoch 00010: val_loss did not improve from 1484.61218 Epoch 11/50 1/2400 [..............................] - ETA: 23:35 - loss: 1012.9543 - logits_profile_predictions_loss: 991.2910 - logcount_predictions_loss: 0.4087 2/2400 [..............................] - ETA: 22:32 - loss: 1067.6349 - logits_profile_predictions_loss: 1043.6196 - logcount_predictions_loss: 0.4531 3/2400 [..............................] - ETA: 22:34 - loss: 1083.0901 - logits_profile_predictions_loss: 1057.1202 - logcount_predictions_loss: 0.4900 4/2400 [..............................] - ETA: 22:33 - loss: 1106.2506 - logits_profile_predictions_loss: 1078.5713 - logcount_predictions_loss: 0.5222 5/2400 [..............................] - ETA: 22:32 - loss: 1117.7350 - logits_profile_predictions_loss: 1089.1154 - logcount_predictions_loss: 0.5400 6/2400 [..............................] - ETA: 22:31 - loss: 1127.3354 - logits_profile_predictions_loss: 1098.1136 - logcount_predictions_loss: 0.5514 7/2400 [..............................] - ETA: 22:31 - loss: 1133.8394 - logits_profile_predictions_loss: 1104.1982 - logcount_predictions_loss: 0.5593 8/2400 [..............................] - ETA: 22:30 - loss: 1136.9914 - logits_profile_predictions_loss: 1107.1937 - logcount_predictions_loss: 0.5622 9/2400 [..............................] - ETA: 22:29 - loss: 1140.0400 - logits_profile_predictions_loss: 1110.0441 - logcount_predictions_loss: 0.5660 10/2400 [..............................] - ETA: 22:29 - loss: 1142.3895 - logits_profile_predictions_loss: 1112.2410 - logcount_predictions_loss: 0.5688 11/2400 [..............................] - ETA: 22:28 - loss: 1143.0980 - logits_profile_predictions_loss: 1112.9437 - logcount_predictions_loss: 0.5689 12/2400 [..............................] - ETA: 22:28 - loss: 1142.6364 - logits_profile_predictions_loss: 1112.4868 - logcount_predictions_loss: 0.5689 13/2400 [..............................] - ETA: 22:27 - loss: 1142.3043 - logits_profile_predictions_loss: 1112.1612 - logcount_predictions_loss: 0.5687 14/2400 [..............................] - ETA: 22:27 - loss: 1141.9579 - logits_profile_predictions_loss: 1111.8232 - logcount_predictions_loss: 0.5686 15/2400 [..............................] - ETA: 22:27 - loss: 1142.8527 - logits_profile_predictions_loss: 1112.7013 - logcount_predictions_loss: 0.5689 16/2400 [..............................] - ETA: 22:26 - loss: 1144.2969 - logits_profile_predictions_loss: 1114.1167 - logcount_predictions_loss: 0.5694 17/2400 [..............................] - ETA: 22:26 - loss: 1145.8542 - logits_profile_predictions_loss: 1115.6114 - logcount_predictions_loss: 0.5706 18/2400 [..............................] - ETA: 22:25 - loss: 1147.6320 - logits_profile_predictions_loss: 1117.3493 - logcount_predictions_loss: 0.5714 19/2400 [..............................] - ETA: 22:24 - loss: 1149.7196 - logits_profile_predictions_loss: 1119.4076 - logcount_predictions_loss: 0.5719 20/2400 [..............................] - ETA: 22:24 - loss: 1151.4986 - logits_profile_predictions_loss: 1121.1803 - logcount_predictions_loss: 0.5720 21/2400 [..............................] - ETA: 22:23 - loss: 1153.3938 - logits_profile_predictions_loss: 1123.0756 - logcount_predictions_loss: 0.5720 22/2400 [..............................] - ETA: 22:23 - loss: 1155.1480 - logits_profile_predictions_loss: 1124.8250 - logcount_predictions_loss: 0.5721 23/2400 [..............................] - ETA: 22:22 - loss: 1156.8807 - logits_profile_predictions_loss: 1126.5695 - logcount_predictions_loss: 0.5719 24/2400 [..............................] - ETA: 22:21 - loss: 1158.6411 - logits_profile_predictions_loss: 1128.3396 - logcount_predictions_loss: 0.5717 25/2400 [..............................] - ETA: 22:20 - loss: 1160.3448 - logits_profile_predictions_loss: 1130.0613 - logcount_predictions_loss: 0.5714 26/2400 [..............................] - ETA: 22:20 - loss: 1161.9449 - logits_profile_predictions_loss: 1131.6643 - logcount_predictions_loss: 0.5713 27/2400 [..............................] - ETA: 22:19 - loss: 1163.3710 - logits_profile_predictions_loss: 1133.0943 - logcount_predictions_loss: 0.5713 28/2400 [..............................] - ETA: 22:19 - loss: 1164.6039 - logits_profile_predictions_loss: 1134.3309 - logcount_predictions_loss: 0.5712 29/2400 [..............................] - ETA: 22:18 - loss: 1165.8865 - logits_profile_predictions_loss: 1135.6011 - logcount_predictions_loss: 0.5714 30/2400 [..............................] - ETA: 22:18 - loss: 1167.1425 - logits_profile_predictions_loss: 1136.8300 - logcount_predictions_loss: 0.5719 31/2400 [..............................] - ETA: 22:17 - loss: 1168.5167 - logits_profile_predictions_loss: 1138.1826 - logcount_predictions_loss: 0.5723 32/2400 [..............................] - ETA: 22:16 - loss: 1169.8387 - logits_profile_predictions_loss: 1139.4887 - logcount_predictions_loss: 0.5726 33/2400 [..............................] - ETA: 22:16 - loss: 1171.0212 - logits_profile_predictions_loss: 1140.6575 - logcount_predictions_loss: 0.5729 34/2400 [..............................] - ETA: 22:16 - loss: 1172.1910 - logits_profile_predictions_loss: 1141.8252 - logcount_predictions_loss: 0.5729 35/2400 [..............................] - ETA: 22:15 - loss: 1173.3524 - logits_profile_predictions_loss: 1142.9900 - logcount_predictions_loss: 0.5729 36/2400 [..............................] - ETA: 22:14 - loss: 1174.6386 - logits_profile_predictions_loss: 1144.2814 - logcount_predictions_loss: 0.5728 37/2400 [..............................] - ETA: 22:14 - loss: 1175.8059 - logits_profile_predictions_loss: 1145.4481 - logcount_predictions_loss: 0.5728 38/2400 [..............................] - ETA: 22:13 - loss: 1176.8863 - logits_profile_predictions_loss: 1146.5308 - logcount_predictions_loss: 0.5727 39/2400 [..............................] - ETA: 22:13 - loss: 1177.9380 - logits_profile_predictions_loss: 1147.5846 - logcount_predictions_loss: 0.5727 40/2400 [..............................] - ETA: 22:12 - loss: 1179.0007 - logits_profile_predictions_loss: 1148.6506 - logcount_predictions_loss: 0.5726 41/2400 [..............................] - ETA: 22:12 - loss: 1179.9188 - logits_profile_predictions_loss: 1149.5761 - logcount_predictions_loss: 0.5725 42/2400 [..............................] - ETA: 22:11 - loss: 1180.7760 - logits_profile_predictions_loss: 1150.4372 - logcount_predictions_loss: 0.5724 43/2400 [..............................] - ETA: 22:11 - loss: 1181.7139 - logits_profile_predictions_loss: 1151.3809 - logcount_predictions_loss: 0.5723 44/2400 [..............................] - ETA: 22:10 - loss: 1182.6158 - logits_profile_predictions_loss: 1152.2835 - logcount_predictions_loss: 0.5723 45/2400 [..............................] - ETA: 22:09 - loss: 1183.3936 - logits_profile_predictions_loss: 1153.0610 - logcount_predictions_loss: 0.5723 46/2400 [..............................] - ETA: 22:09 - loss: 1184.1534 - logits_profile_predictions_loss: 1153.8192 - logcount_predictions_loss: 0.5723 47/2400 [..............................] - ETA: 22:08 - loss: 1184.9046 - logits_profile_predictions_loss: 1154.5688 - logcount_predictions_loss: 0.5724 48/2400 [..............................] - ETA: 22:08 - loss: 1185.6960 - logits_profile_predictions_loss: 1155.3584 - logcount_predictions_loss: 0.5724 49/2400 [..............................] - ETA: 22:07 - loss: 1186.5458 - logits_profile_predictions_loss: 1156.2073 - logcount_predictions_loss: 0.5724 50/2400 [..............................] - ETA: 22:07 - loss: 1187.4412 - logits_profile_predictions_loss: 1157.1027 - logcount_predictions_loss: 0.5724 51/2400 [..............................] - ETA: 22:06 - loss: 1188.2546 - logits_profile_predictions_loss: 1157.9133 - logcount_predictions_loss: 0.5725 52/2400 [..............................] - ETA: 22:05 - loss: 1189.0193 - logits_profile_predictions_loss: 1158.6755 - logcount_predictions_loss: 0.5725 53/2400 [..............................] - ETA: 22:05 - loss: 1189.7428 - logits_profile_predictions_loss: 1159.3984 - logcount_predictions_loss: 0.5725 54/2400 [..............................] - ETA: 22:04 - loss: 1190.4138 - logits_profile_predictions_loss: 1160.0683 - logcount_predictions_loss: 0.5726 55/2400 [..............................] - ETA: 22:04 - loss: 1191.0634 - logits_profile_predictions_loss: 1160.7157 - logcount_predictions_loss: 0.5726 56/2400 [..............................] - ETA: 22:03 - loss: 1191.6963 - logits_profile_predictions_loss: 1161.3491 - logcount_predictions_loss: 0.5726 57/2400 [..............................] - ETA: 22:03 - loss: 1192.3770 - logits_profile_predictions_loss: 1162.0318 - logcount_predictions_loss: 0.5726 58/2400 [..............................] - ETA: 22:02 - loss: 1193.0781 - logits_profile_predictions_loss: 1162.7358 - logcount_predictions_loss: 0.5725 59/2400 [..............................] - ETA: 22:02 - loss: 1193.7887 - logits_profile_predictions_loss: 1163.4485 - logcount_predictions_loss: 0.5725 60/2400 [..............................] - ETA: 22:01 - loss: 1194.4434 - logits_profile_predictions_loss: 1164.1045 - logcount_predictions_loss: 0.5724 61/2400 [..............................] - ETA: 22:00 - loss: 1195.1002 - logits_profile_predictions_loss: 1164.7596 - logcount_predictions_loss: 0.5725 62/2400 [..............................] - ETA: 22:00 - loss: 1195.7329 - logits_profile_predictions_loss: 1165.3908 - logcount_predictions_loss: 0.5725 63/2400 [..............................] - ETA: 21:59 - loss: 1196.3822 - logits_profile_predictions_loss: 1166.0369 - logcount_predictions_loss: 0.5726 64/2400 [..............................] - ETA: 21:59 - loss: 1197.0087 - logits_profile_predictions_loss: 1166.6601 - logcount_predictions_loss: 0.5726 65/2400 [..............................] - ETA: 21:58 - loss: 1197.5865 - logits_profile_predictions_loss: 1167.2360 - logcount_predictions_loss: 0.5727 66/2400 [..............................] - ETA: 21:58 - loss: 1198.1368 - logits_profile_predictions_loss: 1167.7850 - 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21:54 - loss: 1201.8681 - logits_profile_predictions_loss: 1171.5271 - logcount_predictions_loss: 0.5725 74/2400 [..............................] - ETA: 21:53 - loss: 1202.3422 - logits_profile_predictions_loss: 1172.0024 - logcount_predictions_loss: 0.5724 75/2400 [..............................] - ETA: 21:53 - loss: 1202.7655 - logits_profile_predictions_loss: 1172.4268 - logcount_predictions_loss: 0.5724 76/2400 [..............................] - ETA: 21:52 - loss: 1203.1898 - logits_profile_predictions_loss: 1172.8521 - logcount_predictions_loss: 0.5724 77/2400 [..............................] - ETA: 21:51 - loss: 1203.6185 - logits_profile_predictions_loss: 1173.2802 - logcount_predictions_loss: 0.5724 78/2400 [..............................] - ETA: 21:51 - loss: 1204.0301 - logits_profile_predictions_loss: 1173.6905 - logcount_predictions_loss: 0.5724 79/2400 [..............................] - ETA: 21:50 - loss: 1204.4034 - logits_profile_predictions_loss: 1174.0621 - 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logcount_predictions_loss: 0.5780 421/2400 [====>.........................] - ETA: 18:36 - loss: 1232.0772 - logits_profile_predictions_loss: 1201.4431 - logcount_predictions_loss: 0.5780 422/2400 [====>.........................] - ETA: 18:35 - loss: 1232.1021 - logits_profile_predictions_loss: 1201.4682 - logcount_predictions_loss: 0.5780 423/2400 [====>.........................] - ETA: 18:35 - loss: 1232.1276 - logits_profile_predictions_loss: 1201.4939 - logcount_predictions_loss: 0.5780 424/2400 [====>.........................] - ETA: 18:34 - loss: 1232.1522 - logits_profile_predictions_loss: 1201.5188 - logcount_predictions_loss: 0.5780 425/2400 [====>.........................] - ETA: 18:34 - loss: 1232.1774 - logits_profile_predictions_loss: 1201.5443 - logcount_predictions_loss: 0.5780 426/2400 [====>.........................] - ETA: 18:33 - loss: 1232.2022 - logits_profile_predictions_loss: 1201.5693 - logcount_predictions_loss: 0.5780 427/2400 [====>.........................] - ETA: 18:32 - loss: 1232.2274 - logits_profile_predictions_loss: 1201.5947 - logcount_predictions_loss: 0.5780 428/2400 [====>.........................] - ETA: 18:32 - loss: 1232.2526 - logits_profile_predictions_loss: 1201.6202 - logcount_predictions_loss: 0.5780 429/2400 [====>.........................] - ETA: 18:31 - loss: 1232.2763 - logits_profile_predictions_loss: 1201.6440 - logcount_predictions_loss: 0.5780 430/2400 [====>.........................] - ETA: 18:31 - loss: 1232.2993 - logits_profile_predictions_loss: 1201.6673 - logcount_predictions_loss: 0.5780 431/2400 [====>.........................] - ETA: 18:30 - loss: 1232.3218 - logits_profile_predictions_loss: 1201.6900 - logcount_predictions_loss: 0.5780 432/2400 [====>.........................] - ETA: 18:30 - loss: 1232.3434 - logits_profile_predictions_loss: 1201.7118 - logcount_predictions_loss: 0.5780 433/2400 [====>.........................] - ETA: 18:29 - loss: 1232.3655 - logits_profile_predictions_loss: 1201.7342 - logcount_predictions_loss: 0.5780 434/2400 [====>.........................] - ETA: 18:29 - loss: 1232.3875 - logits_profile_predictions_loss: 1201.7565 - logcount_predictions_loss: 0.5780 435/2400 [====>.........................] - ETA: 18:28 - loss: 1232.4090 - logits_profile_predictions_loss: 1201.7782 - logcount_predictions_loss: 0.5779 436/2400 [====>.........................] - ETA: 18:27 - loss: 1232.4297 - logits_profile_predictions_loss: 1201.7992 - logcount_predictions_loss: 0.5779 437/2400 [====>.........................] - ETA: 18:27 - loss: 1232.4510 - logits_profile_predictions_loss: 1201.8207 - logcount_predictions_loss: 0.5779 438/2400 [====>.........................] - ETA: 18:26 - loss: 1232.4721 - logits_profile_predictions_loss: 1201.8421 - logcount_predictions_loss: 0.5779 439/2400 [====>.........................] - ETA: 18:26 - loss: 1232.4921 - logits_profile_predictions_loss: 1201.8624 - logcount_predictions_loss: 0.5779 440/2400 [====>.........................] - ETA: 18:25 - loss: 1232.5122 - logits_profile_predictions_loss: 1201.8828 - logcount_predictions_loss: 0.5779 441/2400 [====>.........................] - ETA: 18:25 - loss: 1232.5324 - logits_profile_predictions_loss: 1201.9033 - logcount_predictions_loss: 0.5779 442/2400 [====>.........................] - ETA: 18:24 - loss: 1232.5535 - logits_profile_predictions_loss: 1201.9247 - logcount_predictions_loss: 0.5779 443/2400 [====>.........................] - ETA: 18:23 - loss: 1232.5740 - logits_profile_predictions_loss: 1201.9455 - logcount_predictions_loss: 0.5779 444/2400 [====>.........................] - ETA: 18:23 - loss: 1232.5953 - logits_profile_predictions_loss: 1201.9671 - logcount_predictions_loss: 0.5779 445/2400 [====>.........................] - ETA: 18:22 - loss: 1232.6164 - logits_profile_predictions_loss: 1201.9885 - logcount_predictions_loss: 0.5779 446/2400 [====>.........................] - ETA: 18:22 - loss: 1232.6368 - logits_profile_predictions_loss: 1202.0092 - logcount_predictions_loss: 0.5779 447/2400 [====>.........................] - ETA: 18:21 - loss: 1232.6583 - logits_profile_predictions_loss: 1202.0311 - logcount_predictions_loss: 0.5779 448/2400 [====>.........................] - ETA: 18:21 - loss: 1232.6807 - logits_profile_predictions_loss: 1202.0538 - logcount_predictions_loss: 0.5779 449/2400 [====>.........................] - ETA: 18:20 - loss: 1232.7040 - logits_profile_predictions_loss: 1202.0774 - logcount_predictions_loss: 0.5779 450/2400 [====>.........................] - ETA: 18:20 - loss: 1232.7285 - logits_profile_predictions_loss: 1202.1022 - logcount_predictions_loss: 0.5779 451/2400 [====>.........................] - ETA: 18:19 - loss: 1232.7523 - logits_profile_predictions_loss: 1202.1263 - logcount_predictions_loss: 0.5779 452/2400 [====>.........................] - ETA: 18:18 - loss: 1232.7757 - logits_profile_predictions_loss: 1202.1501 - logcount_predictions_loss: 0.5778 453/2400 [====>.........................] - ETA: 18:18 - loss: 1232.7993 - logits_profile_predictions_loss: 1202.1739 - logcount_predictions_loss: 0.5778 454/2400 [====>.........................] - ETA: 18:17 - loss: 1232.8226 - logits_profile_predictions_loss: 1202.1975 - logcount_predictions_loss: 0.5778 455/2400 [====>.........................] - ETA: 18:17 - loss: 1232.8452 - logits_profile_predictions_loss: 1202.2204 - logcount_predictions_loss: 0.5778 456/2400 [====>.........................] - ETA: 18:16 - loss: 1232.8689 - logits_profile_predictions_loss: 1202.2444 - logcount_predictions_loss: 0.5778 457/2400 [====>.........................] - ETA: 18:16 - loss: 1232.8915 - logits_profile_predictions_loss: 1202.2673 - logcount_predictions_loss: 0.5778 458/2400 [====>.........................] - ETA: 18:15 - loss: 1232.9133 - logits_profile_predictions_loss: 1202.2894 - logcount_predictions_loss: 0.5778 459/2400 [====>.........................] - ETA: 18:14 - loss: 1232.9351 - logits_profile_predictions_loss: 1202.3115 - logcount_predictions_loss: 0.5778 460/2400 [====>.........................] - ETA: 18:14 - loss: 1232.9573 - logits_profile_predictions_loss: 1202.3341 - logcount_predictions_loss: 0.5778 461/2400 [====>.........................] - ETA: 18:13 - loss: 1232.9794 - logits_profile_predictions_loss: 1202.3565 - logcount_predictions_loss: 0.5778 462/2400 [====>.........................] - ETA: 18:13 - loss: 1233.0021 - logits_profile_predictions_loss: 1202.3796 - logcount_predictions_loss: 0.5778 463/2400 [====>.........................] - ETA: 18:12 - loss: 1233.0247 - logits_profile_predictions_loss: 1202.4025 - logcount_predictions_loss: 0.5778 464/2400 [====>.........................] - ETA: 18:12 - loss: 1233.0466 - logits_profile_predictions_loss: 1202.4249 - logcount_predictions_loss: 0.5778 465/2400 [====>.........................] - ETA: 18:11 - loss: 1233.0675 - logits_profile_predictions_loss: 1202.4461 - logcount_predictions_loss: 0.5778 466/2400 [====>.........................] - ETA: 18:11 - loss: 1233.0886 - logits_profile_predictions_loss: 1202.4676 - logcount_predictions_loss: 0.5778 467/2400 [====>.........................] - ETA: 18:10 - loss: 1233.1091 - logits_profile_predictions_loss: 1202.4885 - logcount_predictions_loss: 0.5778 468/2400 [====>.........................] - ETA: 18:09 - loss: 1233.1301 - logits_profile_predictions_loss: 1202.5099 - logcount_predictions_loss: 0.5777 469/2400 [====>.........................] - ETA: 18:09 - loss: 1233.1518 - logits_profile_predictions_loss: 1202.5319 - logcount_predictions_loss: 0.5777 470/2400 [====>.........................] - ETA: 18:08 - loss: 1233.1739 - logits_profile_predictions_loss: 1202.5544 - logcount_predictions_loss: 0.5777 471/2400 [====>.........................] - ETA: 18:08 - loss: 1233.1974 - logits_profile_predictions_loss: 1202.5782 - logcount_predictions_loss: 0.5777 472/2400 [====>.........................] 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logcount_predictions_loss: 0.5750 2362/2400 [============================>.] - ETA: 21s - loss: 1239.6700 - logits_profile_predictions_loss: 1209.1942 - logcount_predictions_loss: 0.5750 2363/2400 [============================>.] - ETA: 20s - loss: 1239.6702 - logits_profile_predictions_loss: 1209.1944 - logcount_predictions_loss: 0.5750 2364/2400 [============================>.] - ETA: 20s - loss: 1239.6703 - logits_profile_predictions_loss: 1209.1945 - logcount_predictions_loss: 0.5750 2365/2400 [============================>.] - ETA: 19s - loss: 1239.6704 - logits_profile_predictions_loss: 1209.1947 - logcount_predictions_loss: 0.5750 2366/2400 [============================>.] - ETA: 19s - loss: 1239.6705 - logits_profile_predictions_loss: 1209.1948 - logcount_predictions_loss: 0.5750 2367/2400 [============================>.] - ETA: 18s - loss: 1239.6707 - logits_profile_predictions_loss: 1209.1950 - logcount_predictions_loss: 0.5750 2368/2400 [============================>.] - ETA: 18s - loss: 1239.6708 - logits_profile_predictions_loss: 1209.1951 - logcount_predictions_loss: 0.5750 2369/2400 [============================>.] - ETA: 17s - loss: 1239.6709 - logits_profile_predictions_loss: 1209.1953 - logcount_predictions_loss: 0.5750 2370/2400 [============================>.] - ETA: 16s - loss: 1239.6711 - logits_profile_predictions_loss: 1209.1954 - logcount_predictions_loss: 0.5750 2371/2400 [============================>.] - ETA: 16s - loss: 1239.6712 - logits_profile_predictions_loss: 1209.1956 - logcount_predictions_loss: 0.5750 2372/2400 [============================>.] - ETA: 15s - loss: 1239.6713 - logits_profile_predictions_loss: 1209.1957 - logcount_predictions_loss: 0.5750 2373/2400 [============================>.] - ETA: 15s - loss: 1239.6715 - logits_profile_predictions_loss: 1209.1959 - logcount_predictions_loss: 0.5750 2374/2400 [============================>.] - ETA: 14s - loss: 1239.6716 - logits_profile_predictions_loss: 1209.1960 - logcount_predictions_loss: 0.5750 2375/2400 [============================>.] - ETA: 14s - loss: 1239.6717 - logits_profile_predictions_loss: 1209.1962 - logcount_predictions_loss: 0.5750 2376/2400 [============================>.] - ETA: 13s - loss: 1239.6719 - logits_profile_predictions_loss: 1209.1964 - logcount_predictions_loss: 0.5750 2377/2400 [============================>.] - ETA: 12s - loss: 1239.6720 - logits_profile_predictions_loss: 1209.1965 - logcount_predictions_loss: 0.5750 2378/2400 [============================>.] - ETA: 12s - loss: 1239.6722 - logits_profile_predictions_loss: 1209.1967 - logcount_predictions_loss: 0.5750 2379/2400 [============================>.] - ETA: 11s - loss: 1239.6724 - logits_profile_predictions_loss: 1209.1969 - logcount_predictions_loss: 0.5750 2380/2400 [============================>.] - ETA: 11s - loss: 1239.6726 - logits_profile_predictions_loss: 1209.1971 - logcount_predictions_loss: 0.5750 2381/2400 [============================>.] - ETA: 10s - loss: 1239.6728 - logits_profile_predictions_loss: 1209.1974 - logcount_predictions_loss: 0.5750 2382/2400 [============================>.] - ETA: 10s - loss: 1239.6730 - logits_profile_predictions_loss: 1209.1976 - logcount_predictions_loss: 0.5750 2383/2400 [============================>.] - ETA: 9s - loss: 1239.6732 - logits_profile_predictions_loss: 1209.1978 - logcount_predictions_loss: 0.5750  2384/2400 [============================>.] - ETA: 9s - loss: 1239.6734 - logits_profile_predictions_loss: 1209.1980 - logcount_predictions_loss: 0.5750 2385/2400 [============================>.] - ETA: 8s - loss: 1239.6736 - logits_profile_predictions_loss: 1209.1982 - logcount_predictions_loss: 0.5750 2386/2400 [============================>.] - ETA: 7s - loss: 1239.6738 - logits_profile_predictions_loss: 1209.1984 - logcount_predictions_loss: 0.5750 2387/2400 [============================>.] - ETA: 7s - loss: 1239.6740 - logits_profile_predictions_loss: 1209.1987 - logcount_predictions_loss: 0.5750 2388/2400 [============================>.] - ETA: 6s - loss: 1239.6742 - logits_profile_predictions_loss: 1209.1989 - logcount_predictions_loss: 0.5750 2389/2400 [============================>.] - ETA: 6s - loss: 1239.6744 - logits_profile_predictions_loss: 1209.1991 - logcount_predictions_loss: 0.5750 2390/2400 [============================>.] - ETA: 5s - loss: 1239.6746 - logits_profile_predictions_loss: 1209.1993 - logcount_predictions_loss: 0.5750 2391/2400 [============================>.] - ETA: 5s - loss: 1239.6749 - logits_profile_predictions_loss: 1209.1996 - logcount_predictions_loss: 0.5750 2392/2400 [============================>.] - ETA: 4s - loss: 1239.6751 - logits_profile_predictions_loss: 1209.1999 - logcount_predictions_loss: 0.5750 2393/2400 [============================>.] - ETA: 3s - loss: 1239.6754 - logits_profile_predictions_loss: 1209.2001 - logcount_predictions_loss: 0.5750 2394/2400 [============================>.] - ETA: 3s - loss: 1239.6756 - logits_profile_predictions_loss: 1209.2004 - logcount_predictions_loss: 0.5750 2395/2400 [============================>.] - ETA: 2s - loss: 1239.6759 - logits_profile_predictions_loss: 1209.2006 - logcount_predictions_loss: 0.5750 2396/2400 [============================>.] - ETA: 2s - loss: 1239.6761 - logits_profile_predictions_loss: 1209.2009 - logcount_predictions_loss: 0.5750 2397/2400 [============================>.] - ETA: 1s - loss: 1239.6764 - logits_profile_predictions_loss: 1209.2012 - logcount_predictions_loss: 0.5750 2398/2400 [============================>.] - ETA: 1s - loss: 1239.6767 - logits_profile_predictions_loss: 1209.2015 - logcount_predictions_loss: 0.5750 2399/2400 [============================>.] - ETA: 0s - loss: 1239.6770 - logits_profile_predictions_loss: 1209.2018 - logcount_predictions_loss: 0.5750 2400/2400 [==============================] - ETA: 0s - loss: 1239.6773 - logits_profile_predictions_loss: 1209.2021 - logcount_predictions_loss: 0.5750 2400/2400 [==============================] - 1412s 588ms/step - loss: 1239.6775 - logits_profile_predictions_loss: 1209.2024 - logcount_predictions_loss: 0.5750 - val_loss: 1504.7972 - val_logits_profile_predictions_loss: 1439.7177 - val_logcount_predictions_loss: 1.2279 Epoch 00011: val_loss did not improve from 1484.61218 Epoch 12/50 1/2400 [..............................] - ETA: 23:31 - loss: 1349.8419 - logits_profile_predictions_loss: 1320.7217 - logcount_predictions_loss: 0.5494 2/2400 [..............................] - ETA: 22:32 - loss: 1324.2404 - logits_profile_predictions_loss: 1296.8740 - logcount_predictions_loss: 0.5163 3/2400 [..............................] - ETA: 22:33 - loss: 1311.3667 - logits_profile_predictions_loss: 1283.6818 - logcount_predictions_loss: 0.5224 4/2400 [..............................] - ETA: 22:33 - loss: 1298.6743 - logits_profile_predictions_loss: 1270.1902 - logcount_predictions_loss: 0.5374 5/2400 [..............................] - ETA: 22:33 - loss: 1295.5894 - logits_profile_predictions_loss: 1266.5812 - logcount_predictions_loss: 0.5473 6/2400 [..............................] - ETA: 22:31 - loss: 1286.1539 - logits_profile_predictions_loss: 1256.8060 - logcount_predictions_loss: 0.5537 7/2400 [..............................] - ETA: 22:31 - loss: 1279.4881 - logits_profile_predictions_loss: 1250.0969 - logcount_predictions_loss: 0.5546 8/2400 [..............................] - ETA: 22:31 - loss: 1275.4493 - logits_profile_predictions_loss: 1246.0984 - logcount_predictions_loss: 0.5538 9/2400 [..............................] - ETA: 22:30 - loss: 1272.1078 - logits_profile_predictions_loss: 1242.8296 - logcount_predictions_loss: 0.5524 10/2400 [..............................] - ETA: 22:29 - loss: 1268.5809 - logits_profile_predictions_loss: 1239.3416 - logcount_predictions_loss: 0.5517 11/2400 [..............................] - ETA: 22:28 - loss: 1266.5411 - logits_profile_predictions_loss: 1237.3306 - logcount_predictions_loss: 0.5511 12/2400 [..............................] - ETA: 22:28 - loss: 1264.1961 - logits_profile_predictions_loss: 1234.9924 - logcount_predictions_loss: 0.5510 13/2400 [..............................] - ETA: 22:28 - loss: 1263.0120 - logits_profile_predictions_loss: 1233.7886 - logcount_predictions_loss: 0.5514 14/2400 [..............................] - ETA: 22:27 - loss: 1262.2857 - logits_profile_predictions_loss: 1233.0189 - logcount_predictions_loss: 0.5522 15/2400 [..............................] - ETA: 22:26 - loss: 1261.4975 - logits_profile_predictions_loss: 1232.2045 - logcount_predictions_loss: 0.5527 16/2400 [..............................] - ETA: 22:26 - loss: 1261.0286 - logits_profile_predictions_loss: 1231.6961 - logcount_predictions_loss: 0.5534 17/2400 [..............................] - ETA: 22:26 - loss: 1261.0108 - logits_profile_predictions_loss: 1231.6712 - logcount_predictions_loss: 0.5536 18/2400 [..............................] - ETA: 22:25 - loss: 1260.5655 - logits_profile_predictions_loss: 1231.1943 - logcount_predictions_loss: 0.5542 19/2400 [..............................] - ETA: 22:24 - loss: 1259.8538 - logits_profile_predictions_loss: 1230.4613 - logcount_predictions_loss: 0.5546 20/2400 [..............................] - ETA: 22:24 - loss: 1259.1932 - logits_profile_predictions_loss: 1229.8028 - logcount_predictions_loss: 0.5545 21/2400 [..............................] - ETA: 22:23 - loss: 1258.5052 - logits_profile_predictions_loss: 1229.1182 - logcount_predictions_loss: 0.5545 22/2400 [..............................] - ETA: 22:22 - loss: 1257.7227 - logits_profile_predictions_loss: 1228.3420 - logcount_predictions_loss: 0.5544 23/2400 [..............................] - ETA: 22:22 - loss: 1256.7292 - logits_profile_predictions_loss: 1227.3722 - logcount_predictions_loss: 0.5539 24/2400 [..............................] - ETA: 22:21 - loss: 1255.8515 - logits_profile_predictions_loss: 1226.5010 - logcount_predictions_loss: 0.5538 25/2400 [..............................] - ETA: 22:20 - loss: 1255.0315 - logits_profile_predictions_loss: 1225.6977 - logcount_predictions_loss: 0.5535 26/2400 [..............................] - ETA: 22:20 - loss: 1254.1768 - logits_profile_predictions_loss: 1224.8606 - logcount_predictions_loss: 0.5531 27/2400 [..............................] - ETA: 22:19 - loss: 1253.3819 - logits_profile_predictions_loss: 1224.0836 - logcount_predictions_loss: 0.5528 28/2400 [..............................] - ETA: 22:19 - loss: 1252.5744 - logits_profile_predictions_loss: 1223.2814 - logcount_predictions_loss: 0.5527 29/2400 [..............................] - ETA: 22:18 - loss: 1251.8488 - logits_profile_predictions_loss: 1222.5730 - logcount_predictions_loss: 0.5524 30/2400 [..............................] - ETA: 22:18 - loss: 1251.1421 - logits_profile_predictions_loss: 1221.8849 - logcount_predictions_loss: 0.5520 31/2400 [..............................] - ETA: 22:17 - loss: 1250.3052 - logits_profile_predictions_loss: 1221.0674 - logcount_predictions_loss: 0.5517 32/2400 [..............................] - ETA: 22:17 - loss: 1249.6729 - logits_profile_predictions_loss: 1220.4481 - logcount_predictions_loss: 0.5514 33/2400 [..............................] - ETA: 22:16 - loss: 1249.1447 - logits_profile_predictions_loss: 1219.9341 - logcount_predictions_loss: 0.5511 34/2400 [..............................] - ETA: 22:16 - loss: 1248.7172 - logits_profile_predictions_loss: 1219.5231 - logcount_predictions_loss: 0.5508 35/2400 [..............................] - ETA: 22:15 - loss: 1248.2791 - logits_profile_predictions_loss: 1219.1026 - logcount_predictions_loss: 0.5505 36/2400 [..............................] - ETA: 22:15 - loss: 1247.7671 - logits_profile_predictions_loss: 1218.6100 - logcount_predictions_loss: 0.5501 37/2400 [..............................] - ETA: 22:14 - loss: 1247.1604 - logits_profile_predictions_loss: 1218.0201 - logcount_predictions_loss: 0.5498 38/2400 [..............................] - ETA: 22:14 - loss: 1246.5947 - logits_profile_predictions_loss: 1217.4728 - logcount_predictions_loss: 0.5495 39/2400 [..............................] - ETA: 22:13 - loss: 1246.1041 - logits_profile_predictions_loss: 1216.9981 - logcount_predictions_loss: 0.5492 40/2400 [..............................] - ETA: 22:12 - loss: 1245.5814 - logits_profile_predictions_loss: 1216.4820 - logcount_predictions_loss: 0.5490 41/2400 [..............................] - ETA: 22:12 - loss: 1245.1446 - logits_profile_predictions_loss: 1216.0507 - logcount_predictions_loss: 0.5489 42/2400 [..............................] - ETA: 22:11 - loss: 1244.8261 - logits_profile_predictions_loss: 1215.7395 - logcount_predictions_loss: 0.5488 43/2400 [..............................] - ETA: 22:11 - loss: 1244.4855 - logits_profile_predictions_loss: 1215.4070 - logcount_predictions_loss: 0.5486 44/2400 [..............................] - ETA: 22:10 - loss: 1244.1960 - logits_profile_predictions_loss: 1215.1259 - logcount_predictions_loss: 0.5485 45/2400 [..............................] - ETA: 22:10 - loss: 1243.7868 - logits_profile_predictions_loss: 1214.7217 - logcount_predictions_loss: 0.5484 46/2400 [..............................] - ETA: 22:09 - loss: 1243.4537 - logits_profile_predictions_loss: 1214.3912 - logcount_predictions_loss: 0.5483 47/2400 [..............................] - ETA: 22:09 - loss: 1243.1302 - logits_profile_predictions_loss: 1214.0727 - logcount_predictions_loss: 0.5483 48/2400 [..............................] - ETA: 22:08 - loss: 1242.7852 - logits_profile_predictions_loss: 1213.7321 - logcount_predictions_loss: 0.5482 49/2400 [..............................] - ETA: 22:08 - loss: 1242.4152 - logits_profile_predictions_loss: 1213.3706 - logcount_predictions_loss: 0.5480 50/2400 [..............................] - ETA: 22:07 - loss: 1242.0501 - logits_profile_predictions_loss: 1213.0110 - logcount_predictions_loss: 0.5479 51/2400 [..............................] - ETA: 22:06 - loss: 1241.5954 - logits_profile_predictions_loss: 1212.5617 - logcount_predictions_loss: 0.5478 52/2400 [..............................] - ETA: 22:06 - loss: 1241.1001 - logits_profile_predictions_loss: 1212.0733 - logcount_predictions_loss: 0.5477 53/2400 [..............................] - ETA: 22:05 - loss: 1240.6715 - logits_profile_predictions_loss: 1211.6517 - logcount_predictions_loss: 0.5475 54/2400 [..............................] - ETA: 22:05 - loss: 1240.3400 - logits_profile_predictions_loss: 1211.3269 - logcount_predictions_loss: 0.5474 55/2400 [..............................] - ETA: 22:04 - loss: 1240.0387 - logits_profile_predictions_loss: 1211.0326 - logcount_predictions_loss: 0.5473 56/2400 [..............................] - ETA: 22:03 - loss: 1239.7112 - logits_profile_predictions_loss: 1210.7100 - logcount_predictions_loss: 0.5472 57/2400 [..............................] - ETA: 22:03 - loss: 1239.4648 - logits_profile_predictions_loss: 1210.4693 - logcount_predictions_loss: 0.5471 58/2400 [..............................] - ETA: 22:02 - loss: 1239.2301 - logits_profile_predictions_loss: 1210.2402 - logcount_predictions_loss: 0.5470 59/2400 [..............................] - ETA: 22:02 - loss: 1239.0529 - logits_profile_predictions_loss: 1210.0710 - logcount_predictions_loss: 0.5468 60/2400 [..............................] - ETA: 22:01 - loss: 1238.8800 - logits_profile_predictions_loss: 1209.9027 - logcount_predictions_loss: 0.5467 61/2400 [..............................] - ETA: 22:01 - loss: 1238.7474 - logits_profile_predictions_loss: 1209.7707 - logcount_predictions_loss: 0.5467 62/2400 [..............................] - ETA: 22:00 - loss: 1238.6174 - logits_profile_predictions_loss: 1209.6430 - logcount_predictions_loss: 0.5467 63/2400 [..............................] - ETA: 22:00 - loss: 1238.4586 - logits_profile_predictions_loss: 1209.4870 - logcount_predictions_loss: 0.5466 64/2400 [..............................] - ETA: 21:59 - loss: 1238.2909 - logits_profile_predictions_loss: 1209.3226 - logcount_predictions_loss: 0.5466 65/2400 [..............................] - ETA: 21:58 - loss: 1238.1408 - logits_profile_predictions_loss: 1209.1749 - logcount_predictions_loss: 0.5465 66/2400 [..............................] - ETA: 21:58 - loss: 1237.9381 - logits_profile_predictions_loss: 1208.9754 - logcount_predictions_loss: 0.5465 67/2400 [..............................] - ETA: 21:57 - loss: 1237.6919 - logits_profile_predictions_loss: 1208.7325 - logcount_predictions_loss: 0.5464 68/2400 [..............................] - ETA: 21:57 - loss: 1237.4594 - logits_profile_predictions_loss: 1208.5024 - logcount_predictions_loss: 0.5464 69/2400 [..............................] - ETA: 21:56 - loss: 1237.2366 - logits_profile_predictions_loss: 1208.2809 - logcount_predictions_loss: 0.5463 70/2400 [..............................] - ETA: 21:56 - loss: 1237.0195 - logits_profile_predictions_loss: 1208.0642 - logcount_predictions_loss: 0.5463 71/2400 [..............................] - ETA: 21:55 - loss: 1236.7856 - logits_profile_predictions_loss: 1207.8313 - logcount_predictions_loss: 0.5463 72/2400 [..............................] - ETA: 21:55 - loss: 1236.5483 - logits_profile_predictions_loss: 1207.5963 - logcount_predictions_loss: 0.5463 73/2400 [..............................] - ETA: 21:54 - loss: 1236.3354 - logits_profile_predictions_loss: 1207.3851 - logcount_predictions_loss: 0.5462 74/2400 [..............................] - ETA: 21:53 - loss: 1236.1424 - logits_profile_predictions_loss: 1207.1947 - logcount_predictions_loss: 0.5462 75/2400 [..............................] - ETA: 21:53 - loss: 1235.9350 - logits_profile_predictions_loss: 1206.9905 - logcount_predictions_loss: 0.5461 76/2400 [..............................] - ETA: 21:52 - loss: 1235.7544 - logits_profile_predictions_loss: 1206.8138 - logcount_predictions_loss: 0.5460 77/2400 [..............................] - ETA: 21:52 - loss: 1235.5800 - logits_profile_predictions_loss: 1206.6440 - logcount_predictions_loss: 0.5460 78/2400 [..............................] - ETA: 21:51 - loss: 1235.3842 - logits_profile_predictions_loss: 1206.4537 - logcount_predictions_loss: 0.5459 79/2400 [..............................] - ETA: 21:51 - loss: 1235.2068 - logits_profile_predictions_loss: 1206.2802 - logcount_predictions_loss: 0.5458 80/2400 [>.............................] - ETA: 21:50 - loss: 1235.0478 - logits_profile_predictions_loss: 1206.1239 - logcount_predictions_loss: 0.5457 81/2400 [>.............................] - ETA: 21:49 - loss: 1234.8786 - logits_profile_predictions_loss: 1205.9580 - logcount_predictions_loss: 0.5457 82/2400 [>.............................] - ETA: 21:49 - loss: 1234.7375 - logits_profile_predictions_loss: 1205.8197 - logcount_predictions_loss: 0.5456 83/2400 [>.............................] - ETA: 21:48 - loss: 1234.5852 - logits_profile_predictions_loss: 1205.6719 - logcount_predictions_loss: 0.5455 84/2400 [>.............................] - ETA: 21:48 - loss: 1234.4473 - logits_profile_predictions_loss: 1205.5389 - logcount_predictions_loss: 0.5454 85/2400 [>.............................] - ETA: 21:47 - loss: 1234.3195 - logits_profile_predictions_loss: 1205.4159 - logcount_predictions_loss: 0.5453 86/2400 [>.............................] - ETA: 21:46 - loss: 1234.2058 - logits_profile_predictions_loss: 1205.3069 - logcount_predictions_loss: 0.5453 87/2400 [>.............................] - ETA: 21:46 - loss: 1234.0683 - logits_profile_predictions_loss: 1205.1740 - logcount_predictions_loss: 0.5452 88/2400 [>.............................] - ETA: 21:45 - loss: 1233.9316 - logits_profile_predictions_loss: 1205.0425 - logcount_predictions_loss: 0.5451 89/2400 [>.............................] - ETA: 21:45 - loss: 1233.8196 - logits_profile_predictions_loss: 1204.9351 - logcount_predictions_loss: 0.5450 90/2400 [>.............................] - ETA: 21:44 - loss: 1233.6935 - logits_profile_predictions_loss: 1204.8128 - logcount_predictions_loss: 0.5449 91/2400 [>.............................] - ETA: 21:44 - loss: 1233.5704 - logits_profile_predictions_loss: 1204.6928 - logcount_predictions_loss: 0.5449 92/2400 [>.............................] - ETA: 21:43 - loss: 1233.4425 - logits_profile_predictions_loss: 1204.5684 - logcount_predictions_loss: 0.5448 93/2400 [>.............................] - ETA: 21:42 - loss: 1233.3067 - logits_profile_predictions_loss: 1204.4356 - logcount_predictions_loss: 0.5447 94/2400 [>.............................] - ETA: 21:42 - loss: 1233.1774 - logits_profile_predictions_loss: 1204.3082 - logcount_predictions_loss: 0.5447 95/2400 [>.............................] - ETA: 21:41 - loss: 1233.0521 - logits_profile_predictions_loss: 1204.1855 - logcount_predictions_loss: 0.5447 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logcount_predictions_loss: 0.5305 437/2400 [====>.........................] - ETA: 18:29 - loss: 1218.6190 - logits_profile_predictions_loss: 1190.5015 - logcount_predictions_loss: 0.5305 438/2400 [====>.........................] - ETA: 18:28 - loss: 1218.6050 - logits_profile_predictions_loss: 1190.4879 - logcount_predictions_loss: 0.5305 439/2400 [====>.........................] - ETA: 18:27 - loss: 1218.5910 - logits_profile_predictions_loss: 1190.4743 - logcount_predictions_loss: 0.5305 440/2400 [====>.........................] - ETA: 18:27 - loss: 1218.5773 - logits_profile_predictions_loss: 1190.4609 - logcount_predictions_loss: 0.5305 441/2400 [====>.........................] - ETA: 18:26 - loss: 1218.5637 - logits_profile_predictions_loss: 1190.4477 - logcount_predictions_loss: 0.5305 442/2400 [====>.........................] - ETA: 18:26 - loss: 1218.5491 - logits_profile_predictions_loss: 1190.4335 - logcount_predictions_loss: 0.5305 443/2400 [====>.........................] 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- logcount_predictions_loss: 0.5304 450/2400 [====>.........................] - ETA: 18:21 - loss: 1218.4356 - logits_profile_predictions_loss: 1190.3235 - logcount_predictions_loss: 0.5304 451/2400 [====>.........................] - ETA: 18:21 - loss: 1218.4211 - logits_profile_predictions_loss: 1190.3094 - logcount_predictions_loss: 0.5304 452/2400 [====>.........................] - ETA: 18:20 - loss: 1218.4066 - logits_profile_predictions_loss: 1190.2955 - logcount_predictions_loss: 0.5304 453/2400 [====>.........................] - ETA: 18:20 - loss: 1218.3919 - logits_profile_predictions_loss: 1190.2813 - logcount_predictions_loss: 0.5304 454/2400 [====>.........................] - ETA: 18:19 - loss: 1218.3783 - logits_profile_predictions_loss: 1190.2682 - logcount_predictions_loss: 0.5304 455/2400 [====>.........................] - ETA: 18:18 - loss: 1218.3646 - logits_profile_predictions_loss: 1190.2549 - logcount_predictions_loss: 0.5304 456/2400 [====>.........................] - ETA: 18:18 - loss: 1218.3510 - logits_profile_predictions_loss: 1190.2418 - logcount_predictions_loss: 0.5304 457/2400 [====>.........................] - ETA: 18:17 - loss: 1218.3380 - logits_profile_predictions_loss: 1190.2292 - logcount_predictions_loss: 0.5304 458/2400 [====>.........................] - ETA: 18:17 - loss: 1218.3245 - logits_profile_predictions_loss: 1190.2162 - logcount_predictions_loss: 0.5303 459/2400 [====>.........................] - ETA: 18:16 - loss: 1218.3118 - logits_profile_predictions_loss: 1190.2038 - logcount_predictions_loss: 0.5303 460/2400 [====>.........................] - ETA: 18:16 - loss: 1218.2997 - logits_profile_predictions_loss: 1190.1922 - logcount_predictions_loss: 0.5303 461/2400 [====>.........................] - ETA: 18:15 - loss: 1218.2882 - logits_profile_predictions_loss: 1190.1811 - logcount_predictions_loss: 0.5303 462/2400 [====>.........................] - ETA: 18:14 - loss: 1218.2765 - 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1218.1487 - logits_profile_predictions_loss: 1190.0480 - logcount_predictions_loss: 0.5302 476/2400 [====>.........................] - ETA: 18:07 - loss: 1218.1398 - logits_profile_predictions_loss: 1190.0395 - logcount_predictions_loss: 0.5302 477/2400 [====>.........................] - ETA: 18:06 - loss: 1218.1311 - logits_profile_predictions_loss: 1190.0312 - logcount_predictions_loss: 0.5302 478/2400 [====>.........................] - ETA: 18:05 - loss: 1218.1229 - logits_profile_predictions_loss: 1190.0235 - logcount_predictions_loss: 0.5302 479/2400 [====>.........................] - ETA: 18:05 - loss: 1218.1148 - logits_profile_predictions_loss: 1190.0157 - logcount_predictions_loss: 0.5302 480/2400 [=====>........................] - ETA: 18:04 - loss: 1218.1067 - logits_profile_predictions_loss: 1190.0080 - logcount_predictions_loss: 0.5302 481/2400 [=====>........................] - ETA: 18:04 - loss: 1218.0984 - logits_profile_predictions_loss: 1190.0002 - logcount_predictions_loss: 0.5302 482/2400 [=====>........................] - ETA: 18:03 - loss: 1218.0901 - logits_profile_predictions_loss: 1189.9923 - logcount_predictions_loss: 0.5301 483/2400 [=====>........................] - ETA: 18:03 - loss: 1218.0825 - logits_profile_predictions_loss: 1189.9851 - logcount_predictions_loss: 0.5301 484/2400 [=====>........................] - ETA: 18:02 - loss: 1218.0753 - logits_profile_predictions_loss: 1189.9783 - logcount_predictions_loss: 0.5301 485/2400 [=====>........................] - ETA: 18:01 - loss: 1218.0683 - logits_profile_predictions_loss: 1189.9716 - logcount_predictions_loss: 0.5301 486/2400 [=====>........................] - ETA: 18:01 - loss: 1218.0614 - logits_profile_predictions_loss: 1189.9652 - logcount_predictions_loss: 0.5301 487/2400 [=====>........................] - ETA: 18:00 - loss: 1218.0552 - logits_profile_predictions_loss: 1189.9594 - logcount_predictions_loss: 0.5301 488/2400 [=====>........................] 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ETA: 9s - loss: 1215.9939 - logits_profile_predictions_loss: 1188.3912 - logcount_predictions_loss: 0.5208 2385/2400 [============================>.] - ETA: 8s - loss: 1215.9922 - logits_profile_predictions_loss: 1188.3896 - logcount_predictions_loss: 0.5208 2386/2400 [============================>.] - ETA: 7s - loss: 1215.9905 - logits_profile_predictions_loss: 1188.3881 - logcount_predictions_loss: 0.5208 2387/2400 [============================>.] - ETA: 7s - loss: 1215.9889 - logits_profile_predictions_loss: 1188.3866 - logcount_predictions_loss: 0.5208 2388/2400 [============================>.] - ETA: 6s - loss: 1215.9871 - logits_profile_predictions_loss: 1188.3850 - logcount_predictions_loss: 0.5208 2389/2400 [============================>.] - ETA: 6s - loss: 1215.9854 - logits_profile_predictions_loss: 1188.3835 - logcount_predictions_loss: 0.5208 2390/2400 [============================>.] - ETA: 5s - loss: 1215.9837 - logits_profile_predictions_loss: 1188.3819 - logcount_predictions_loss: 0.5208 2391/2400 [============================>.] - ETA: 5s - loss: 1215.9819 - logits_profile_predictions_loss: 1188.3803 - logcount_predictions_loss: 0.5208 2392/2400 [============================>.] - ETA: 4s - loss: 1215.9801 - logits_profile_predictions_loss: 1188.3786 - logcount_predictions_loss: 0.5208 2393/2400 [============================>.] - ETA: 3s - loss: 1215.9783 - logits_profile_predictions_loss: 1188.3770 - logcount_predictions_loss: 0.5208 2394/2400 [============================>.] - ETA: 3s - loss: 1215.9765 - logits_profile_predictions_loss: 1188.3753 - logcount_predictions_loss: 0.5208 2395/2400 [============================>.] - ETA: 2s - loss: 1215.9746 - logits_profile_predictions_loss: 1188.3736 - logcount_predictions_loss: 0.5208 2396/2400 [============================>.] - ETA: 2s - loss: 1215.9727 - logits_profile_predictions_loss: 1188.3719 - logcount_predictions_loss: 0.5208 2397/2400 [============================>.] - ETA: 1s - loss: 1215.9709 - logits_profile_predictions_loss: 1188.3702 - logcount_predictions_loss: 0.5208 2398/2400 [============================>.] - ETA: 1s - loss: 1215.9690 - logits_profile_predictions_loss: 1188.3684 - logcount_predictions_loss: 0.5208 2399/2400 [============================>.] - ETA: 0s - loss: 1215.9671 - logits_profile_predictions_loss: 1188.3667 - logcount_predictions_loss: 0.5208 2400/2400 [==============================] - ETA: 0s - loss: 1215.9653 - logits_profile_predictions_loss: 1188.3651 - logcount_predictions_loss: 0.5208 2400/2400 [==============================] - 1412s 588ms/step - loss: 1215.9634 - logits_profile_predictions_loss: 1188.3634 - logcount_predictions_loss: 0.5208 - val_loss: 1492.6685 - val_logits_profile_predictions_loss: 1429.0587 - val_logcount_predictions_loss: 1.2002 Epoch 00012: val_loss did not improve from 1484.61218 Epoch 13/50 1/2400 [..............................] - ETA: 24:21 - loss: 1152.1392 - logits_profile_predictions_loss: 1125.4746 - logcount_predictions_loss: 0.5031 2/2400 [..............................] - ETA: 22:33 - loss: 1146.7452 - logits_profile_predictions_loss: 1120.7380 - logcount_predictions_loss: 0.4907 3/2400 [..............................] - ETA: 22:32 - loss: 1152.1494 - logits_profile_predictions_loss: 1126.4127 - logcount_predictions_loss: 0.4856 4/2400 [..............................] - ETA: 22:31 - loss: 1156.9149 - logits_profile_predictions_loss: 1131.2923 - logcount_predictions_loss: 0.4834 5/2400 [..............................] - ETA: 22:30 - loss: 1163.5475 - logits_profile_predictions_loss: 1137.6683 - logcount_predictions_loss: 0.4883 6/2400 [..............................] - ETA: 22:30 - loss: 1168.4414 - logits_profile_predictions_loss: 1142.3875 - logcount_predictions_loss: 0.4916 7/2400 [..............................] - ETA: 22:30 - loss: 1173.6679 - logits_profile_predictions_loss: 1147.4859 - logcount_predictions_loss: 0.4940 8/2400 [..............................] - ETA: 22:29 - loss: 1177.3898 - logits_profile_predictions_loss: 1150.9033 - logcount_predictions_loss: 0.4997 9/2400 [..............................] - ETA: 22:29 - loss: 1183.5099 - logits_profile_predictions_loss: 1156.7067 - logcount_predictions_loss: 0.5057 10/2400 [..............................] - ETA: 22:28 - loss: 1187.1782 - logits_profile_predictions_loss: 1160.1141 - logcount_predictions_loss: 0.5106 11/2400 [..............................] - ETA: 22:28 - loss: 1190.9223 - logits_profile_predictions_loss: 1163.6404 - logcount_predictions_loss: 0.5148 12/2400 [..............................] - ETA: 22:28 - loss: 1193.2218 - logits_profile_predictions_loss: 1165.7671 - logcount_predictions_loss: 0.5180 13/2400 [..............................] - ETA: 22:27 - loss: 1195.0153 - logits_profile_predictions_loss: 1167.4356 - logcount_predictions_loss: 0.5204 14/2400 [..............................] - ETA: 22:27 - loss: 1197.2371 - logits_profile_predictions_loss: 1169.5793 - logcount_predictions_loss: 0.5218 15/2400 [..............................] - ETA: 22:26 - loss: 1199.4972 - logits_profile_predictions_loss: 1171.7817 - logcount_predictions_loss: 0.5229 16/2400 [..............................] - ETA: 22:26 - loss: 1201.7525 - logits_profile_predictions_loss: 1174.0101 - logcount_predictions_loss: 0.5234 17/2400 [..............................] - ETA: 22:25 - loss: 1204.0112 - logits_profile_predictions_loss: 1176.2662 - logcount_predictions_loss: 0.5235 18/2400 [..............................] - ETA: 22:25 - loss: 1205.9929 - logits_profile_predictions_loss: 1178.2507 - logcount_predictions_loss: 0.5234 19/2400 [..............................] - ETA: 22:24 - loss: 1207.3977 - logits_profile_predictions_loss: 1179.6598 - logcount_predictions_loss: 0.5234 20/2400 [..............................] - ETA: 22:24 - loss: 1208.7709 - logits_profile_predictions_loss: 1181.0276 - logcount_predictions_loss: 0.5235 21/2400 [..............................] - ETA: 22:23 - loss: 1209.6515 - logits_profile_predictions_loss: 1181.9099 - logcount_predictions_loss: 0.5234 22/2400 [..............................] - ETA: 22:22 - loss: 1210.3731 - logits_profile_predictions_loss: 1182.6473 - logcount_predictions_loss: 0.5231 23/2400 [..............................] - ETA: 22:22 - loss: 1211.0010 - logits_profile_predictions_loss: 1183.2922 - logcount_predictions_loss: 0.5228 24/2400 [..............................] - ETA: 22:21 - loss: 1211.6890 - logits_profile_predictions_loss: 1184.0085 - logcount_predictions_loss: 0.5223 25/2400 [..............................] - ETA: 22:20 - loss: 1212.3610 - logits_profile_predictions_loss: 1184.7244 - logcount_predictions_loss: 0.5214 26/2400 [..............................] - ETA: 22:20 - loss: 1212.9164 - logits_profile_predictions_loss: 1185.3271 - logcount_predictions_loss: 0.5206 27/2400 [..............................] - ETA: 22:19 - loss: 1213.7293 - logits_profile_predictions_loss: 1186.1922 - logcount_predictions_loss: 0.5196 28/2400 [..............................] - ETA: 22:19 - loss: 1214.1758 - logits_profile_predictions_loss: 1186.6893 - logcount_predictions_loss: 0.5186 29/2400 [..............................] - ETA: 22:18 - loss: 1214.5316 - logits_profile_predictions_loss: 1187.0976 - logcount_predictions_loss: 0.5176 30/2400 [..............................] - ETA: 22:18 - loss: 1215.0143 - logits_profile_predictions_loss: 1187.6237 - logcount_predictions_loss: 0.5168 31/2400 [..............................] - ETA: 22:17 - loss: 1215.4991 - logits_profile_predictions_loss: 1188.1575 - logcount_predictions_loss: 0.5159 32/2400 [..............................] - ETA: 22:17 - loss: 1215.8482 - logits_profile_predictions_loss: 1188.5587 - logcount_predictions_loss: 0.5149 33/2400 [..............................] - ETA: 22:16 - loss: 1216.2570 - logits_profile_predictions_loss: 1189.0005 - logcount_predictions_loss: 0.5143 34/2400 [..............................] - ETA: 22:15 - loss: 1216.6293 - logits_profile_predictions_loss: 1189.4120 - logcount_predictions_loss: 0.5135 35/2400 [..............................] - ETA: 22:15 - loss: 1216.9605 - logits_profile_predictions_loss: 1189.7808 - logcount_predictions_loss: 0.5128 36/2400 [..............................] - ETA: 22:14 - loss: 1217.2029 - logits_profile_predictions_loss: 1190.0656 - logcount_predictions_loss: 0.5120 37/2400 [..............................] - ETA: 22:14 - loss: 1217.4946 - logits_profile_predictions_loss: 1190.3983 - logcount_predictions_loss: 0.5112 38/2400 [..............................] - ETA: 22:13 - loss: 1217.7917 - logits_profile_predictions_loss: 1190.7329 - logcount_predictions_loss: 0.5105 39/2400 [..............................] - ETA: 22:13 - loss: 1218.0809 - logits_profile_predictions_loss: 1191.0584 - logcount_predictions_loss: 0.5099 40/2400 [..............................] - ETA: 22:12 - loss: 1218.3098 - logits_profile_predictions_loss: 1191.3251 - logcount_predictions_loss: 0.5091 41/2400 [..............................] - ETA: 22:12 - loss: 1218.5535 - logits_profile_predictions_loss: 1191.6034 - logcount_predictions_loss: 0.5085 42/2400 [..............................] - ETA: 22:11 - loss: 1218.7592 - logits_profile_predictions_loss: 1191.8432 - logcount_predictions_loss: 0.5078 43/2400 [..............................] - ETA: 22:10 - loss: 1219.0504 - logits_profile_predictions_loss: 1192.1659 - logcount_predictions_loss: 0.5073 44/2400 [..............................] - ETA: 22:10 - loss: 1219.2537 - logits_profile_predictions_loss: 1192.4026 - logcount_predictions_loss: 0.5066 45/2400 [..............................] - ETA: 22:09 - loss: 1219.4034 - logits_profile_predictions_loss: 1192.5851 - logcount_predictions_loss: 0.5060 46/2400 [..............................] - ETA: 22:09 - loss: 1219.4848 - logits_profile_predictions_loss: 1192.6948 - logcount_predictions_loss: 0.5055 47/2400 [..............................] - ETA: 22:08 - loss: 1219.5428 - logits_profile_predictions_loss: 1192.7814 - logcount_predictions_loss: 0.5049 48/2400 [..............................] - ETA: 22:08 - loss: 1219.5601 - logits_profile_predictions_loss: 1192.8296 - logcount_predictions_loss: 0.5043 49/2400 [..............................] - ETA: 22:07 - loss: 1219.4818 - logits_profile_predictions_loss: 1192.7788 - logcount_predictions_loss: 0.5038 50/2400 [..............................] - ETA: 22:07 - loss: 1219.4222 - logits_profile_predictions_loss: 1192.7447 - logcount_predictions_loss: 0.5033 51/2400 [..............................] - ETA: 22:06 - loss: 1219.3644 - logits_profile_predictions_loss: 1192.7121 - logcount_predictions_loss: 0.5029 52/2400 [..............................] - ETA: 22:05 - loss: 1219.2717 - logits_profile_predictions_loss: 1192.6452 - logcount_predictions_loss: 0.5024 53/2400 [..............................] - ETA: 22:05 - loss: 1219.2470 - logits_profile_predictions_loss: 1192.6436 - logcount_predictions_loss: 0.5020 54/2400 [..............................] - ETA: 22:04 - loss: 1219.2157 - logits_profile_predictions_loss: 1192.6346 - logcount_predictions_loss: 0.5015 55/2400 [..............................] - ETA: 22:04 - loss: 1219.1668 - logits_profile_predictions_loss: 1192.6083 - logcount_predictions_loss: 0.5011 56/2400 [..............................] - ETA: 22:03 - loss: 1219.1379 - logits_profile_predictions_loss: 1192.6028 - logcount_predictions_loss: 0.5007 57/2400 [..............................] - ETA: 22:02 - loss: 1219.0627 - logits_profile_predictions_loss: 1192.5501 - logcount_predictions_loss: 0.5002 58/2400 [..............................] - ETA: 22:02 - loss: 1218.9495 - logits_profile_predictions_loss: 1192.4595 - logcount_predictions_loss: 0.4998 59/2400 [..............................] - ETA: 22:01 - loss: 1218.7882 - logits_profile_predictions_loss: 1192.3214 - logcount_predictions_loss: 0.4994 60/2400 [..............................] - ETA: 22:01 - loss: 1218.6210 - logits_profile_predictions_loss: 1192.1779 - logcount_predictions_loss: 0.4989 61/2400 [..............................] - ETA: 22:00 - loss: 1218.4932 - logits_profile_predictions_loss: 1192.0732 - logcount_predictions_loss: 0.4985 62/2400 [..............................] - ETA: 22:00 - loss: 1218.3659 - logits_profile_predictions_loss: 1191.9687 - logcount_predictions_loss: 0.4981 63/2400 [..............................] - ETA: 21:59 - loss: 1218.2783 - logits_profile_predictions_loss: 1191.9042 - logcount_predictions_loss: 0.4976 64/2400 [..............................] - ETA: 21:59 - loss: 1218.1718 - logits_profile_predictions_loss: 1191.8194 - logcount_predictions_loss: 0.4972 65/2400 [..............................] - ETA: 21:58 - loss: 1218.0669 - logits_profile_predictions_loss: 1191.7345 - logcount_predictions_loss: 0.4968 66/2400 [..............................] - ETA: 21:58 - loss: 1217.9830 - logits_profile_predictions_loss: 1191.6693 - logcount_predictions_loss: 0.4965 67/2400 [..............................] - ETA: 21:57 - loss: 1217.8968 - logits_profile_predictions_loss: 1191.6004 - logcount_predictions_loss: 0.4962 68/2400 [..............................] - ETA: 21:56 - loss: 1217.8203 - logits_profile_predictions_loss: 1191.5424 - logcount_predictions_loss: 0.4958 69/2400 [..............................] - ETA: 21:56 - loss: 1217.7114 - logits_profile_predictions_loss: 1191.4511 - logcount_predictions_loss: 0.4955 70/2400 [..............................] - ETA: 21:55 - loss: 1217.5970 - logits_profile_predictions_loss: 1191.3542 - logcount_predictions_loss: 0.4951 71/2400 [..............................] - ETA: 21:55 - loss: 1217.4792 - logits_profile_predictions_loss: 1191.2544 - logcount_predictions_loss: 0.4948 72/2400 [..............................] - ETA: 21:54 - loss: 1217.3738 - logits_profile_predictions_loss: 1191.1630 - logcount_predictions_loss: 0.4945 73/2400 [..............................] - ETA: 21:54 - loss: 1217.2400 - logits_profile_predictions_loss: 1191.0435 - logcount_predictions_loss: 0.4943 74/2400 [..............................] - ETA: 21:53 - loss: 1217.1027 - logits_profile_predictions_loss: 1190.9186 - logcount_predictions_loss: 0.4940 75/2400 [..............................] - ETA: 21:53 - loss: 1216.9797 - logits_profile_predictions_loss: 1190.8080 - logcount_predictions_loss: 0.4938 76/2400 [..............................] - ETA: 21:52 - loss: 1216.8469 - logits_profile_predictions_loss: 1190.6869 - logcount_predictions_loss: 0.4936 77/2400 [..............................] - ETA: 21:51 - loss: 1216.7115 - logits_profile_predictions_loss: 1190.5645 - logcount_predictions_loss: 0.4933 78/2400 [..............................] - ETA: 21:51 - loss: 1216.5603 - logits_profile_predictions_loss: 1190.4253 - logcount_predictions_loss: 0.4931 79/2400 [..............................] - ETA: 21:50 - loss: 1216.3814 - logits_profile_predictions_loss: 1190.2579 - logcount_predictions_loss: 0.4929 80/2400 [>.............................] - ETA: 21:50 - loss: 1216.2090 - logits_profile_predictions_loss: 1190.0972 - logcount_predictions_loss: 0.4927 81/2400 [>.............................] - ETA: 21:49 - loss: 1216.0058 - logits_profile_predictions_loss: 1189.9058 - logcount_predictions_loss: 0.4925 82/2400 [>.............................] - ETA: 21:49 - loss: 1215.8250 - logits_profile_predictions_loss: 1189.7364 - logcount_predictions_loss: 0.4922 83/2400 [>.............................] - ETA: 21:48 - loss: 1215.6213 - logits_profile_predictions_loss: 1189.5447 - logcount_predictions_loss: 0.4920 84/2400 [>.............................] - ETA: 21:47 - loss: 1215.4034 - logits_profile_predictions_loss: 1189.3377 - logcount_predictions_loss: 0.4918 85/2400 [>.............................] - ETA: 21:47 - loss: 1215.1607 - logits_profile_predictions_loss: 1189.1059 - logcount_predictions_loss: 0.4916 86/2400 [>.............................] - ETA: 21:46 - loss: 1214.9265 - logits_profile_predictions_loss: 1188.8830 - logcount_predictions_loss: 0.4914 87/2400 [>.............................] - ETA: 21:46 - loss: 1214.7159 - logits_profile_predictions_loss: 1188.6829 - logcount_predictions_loss: 0.4912 88/2400 [>.............................] - ETA: 21:45 - loss: 1214.5400 - logits_profile_predictions_loss: 1188.5165 - logcount_predictions_loss: 0.4910 89/2400 [>.............................] - ETA: 21:45 - loss: 1214.3606 - logits_profile_predictions_loss: 1188.3454 - logcount_predictions_loss: 0.4909 90/2400 [>.............................] - ETA: 21:44 - loss: 1214.1872 - logits_profile_predictions_loss: 1188.1804 - logcount_predictions_loss: 0.4907 91/2400 [>.............................] - ETA: 21:44 - loss: 1214.0147 - logits_profile_predictions_loss: 1188.0164 - logcount_predictions_loss: 0.4905 92/2400 [>.............................] - ETA: 21:43 - loss: 1213.8525 - logits_profile_predictions_loss: 1187.8617 - logcount_predictions_loss: 0.4904 93/2400 [>.............................] - ETA: 21:42 - loss: 1213.7081 - logits_profile_predictions_loss: 1187.7243 - logcount_predictions_loss: 0.4903 94/2400 [>.............................] - ETA: 21:42 - loss: 1213.5630 - logits_profile_predictions_loss: 1187.5860 - logcount_predictions_loss: 0.4901 95/2400 [>.............................] - ETA: 21:41 - loss: 1213.4123 - logits_profile_predictions_loss: 1187.4421 - logcount_predictions_loss: 0.4900 96/2400 [>.............................] - ETA: 21:41 - loss: 1213.2598 - logits_profile_predictions_loss: 1187.2959 - logcount_predictions_loss: 0.4899 97/2400 [>.............................] - ETA: 21:40 - loss: 1213.1215 - logits_profile_predictions_loss: 1187.1640 - logcount_predictions_loss: 0.4898 98/2400 [>.............................] - ETA: 21:40 - loss: 1212.9906 - logits_profile_predictions_loss: 1187.0384 - logcount_predictions_loss: 0.4897 99/2400 [>.............................] - ETA: 21:39 - loss: 1212.8555 - logits_profile_predictions_loss: 1186.9092 - logcount_predictions_loss: 0.4896 100/2400 [>.............................] - ETA: 21:38 - loss: 1212.7332 - logits_profile_predictions_loss: 1186.7929 - logcount_predictions_loss: 0.4894 101/2400 [>.............................] - ETA: 21:38 - loss: 1212.5945 - logits_profile_predictions_loss: 1186.6598 - logcount_predictions_loss: 0.4893 102/2400 [>.............................] - ETA: 21:37 - loss: 1212.4609 - logits_profile_predictions_loss: 1186.5319 - logcount_predictions_loss: 0.4892 103/2400 [>.............................] - ETA: 21:37 - loss: 1212.3252 - logits_profile_predictions_loss: 1186.4019 - logcount_predictions_loss: 0.4891 104/2400 [>.............................] - ETA: 21:36 - loss: 1212.1831 - logits_profile_predictions_loss: 1186.2660 - logcount_predictions_loss: 0.4890 105/2400 [>.............................] - ETA: 21:36 - loss: 1212.0763 - logits_profile_predictions_loss: 1186.1653 - logcount_predictions_loss: 0.4889 106/2400 [>.............................] - ETA: 21:35 - loss: 1211.9636 - logits_profile_predictions_loss: 1186.0584 - logcount_predictions_loss: 0.4888 107/2400 [>.............................] - ETA: 21:35 - loss: 1211.8530 - logits_profile_predictions_loss: 1185.9536 - logcount_predictions_loss: 0.4887 108/2400 [>.............................] - ETA: 21:34 - loss: 1211.7633 - logits_profile_predictions_loss: 1185.8695 - logcount_predictions_loss: 0.4886 109/2400 [>.............................] - ETA: 21:33 - loss: 1211.6883 - logits_profile_predictions_loss: 1185.7997 - logcount_predictions_loss: 0.4885 110/2400 [>.............................] - ETA: 21:33 - loss: 1211.6113 - logits_profile_predictions_loss: 1185.7288 - logcount_predictions_loss: 0.4883 111/2400 [>.............................] - ETA: 21:32 - loss: 1211.5231 - logits_profile_predictions_loss: 1185.6463 - logcount_predictions_loss: 0.4882 112/2400 [>.............................] - ETA: 21:32 - loss: 1211.4426 - logits_profile_predictions_loss: 1185.5715 - logcount_predictions_loss: 0.4881 113/2400 [>.............................] - ETA: 21:31 - loss: 1211.3725 - logits_profile_predictions_loss: 1185.5072 - logcount_predictions_loss: 0.4880 114/2400 [>.............................] - ETA: 21:30 - loss: 1211.2955 - logits_profile_predictions_loss: 1185.4360 - logcount_predictions_loss: 0.4879 115/2400 [>.............................] - ETA: 21:30 - loss: 1211.2086 - logits_profile_predictions_loss: 1185.3548 - logcount_predictions_loss: 0.4878 116/2400 [>.............................] - ETA: 21:29 - loss: 1211.1359 - logits_profile_predictions_loss: 1185.2871 - logcount_predictions_loss: 0.4877 117/2400 [>.............................] - ETA: 21:29 - loss: 1211.0717 - logits_profile_predictions_loss: 1185.2281 - logcount_predictions_loss: 0.4876 118/2400 [>.............................] - ETA: 21:28 - loss: 1211.0214 - logits_profile_predictions_loss: 1185.1831 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logcount_predictions_loss: 0.4852 2349/2400 [============================>.] - ETA: 28s - loss: 1195.7741 - logits_profile_predictions_loss: 1170.0552 - logcount_predictions_loss: 0.4852 2350/2400 [============================>.] - ETA: 28s - loss: 1195.7736 - logits_profile_predictions_loss: 1170.0548 - logcount_predictions_loss: 0.4852 2351/2400 [============================>.] - ETA: 27s - loss: 1195.7732 - logits_profile_predictions_loss: 1170.0543 - logcount_predictions_loss: 0.4852 2352/2400 [============================>.] - ETA: 27s - loss: 1195.7728 - logits_profile_predictions_loss: 1170.0538 - logcount_predictions_loss: 0.4852 2353/2400 [============================>.] - ETA: 26s - loss: 1195.7723 - logits_profile_predictions_loss: 1170.0533 - logcount_predictions_loss: 0.4852 2354/2400 [============================>.] - ETA: 25s - loss: 1195.7719 - logits_profile_predictions_loss: 1170.0529 - logcount_predictions_loss: 0.4852 2355/2400 [============================>.] - 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logcount_predictions_loss: 0.4853 2375/2400 [============================>.] - ETA: 14s - loss: 1195.7635 - logits_profile_predictions_loss: 1170.0439 - logcount_predictions_loss: 0.4853 2376/2400 [============================>.] - ETA: 13s - loss: 1195.7630 - logits_profile_predictions_loss: 1170.0434 - logcount_predictions_loss: 0.4853 2377/2400 [============================>.] - ETA: 12s - loss: 1195.7625 - logits_profile_predictions_loss: 1170.0429 - logcount_predictions_loss: 0.4853 2378/2400 [============================>.] - ETA: 12s - loss: 1195.7620 - logits_profile_predictions_loss: 1170.0424 - logcount_predictions_loss: 0.4853 2379/2400 [============================>.] - ETA: 11s - loss: 1195.7615 - logits_profile_predictions_loss: 1170.0419 - logcount_predictions_loss: 0.4853 2380/2400 [============================>.] - ETA: 11s - loss: 1195.7611 - logits_profile_predictions_loss: 1170.0414 - logcount_predictions_loss: 0.4853 2381/2400 [============================>.] - 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logcount_predictions_loss: 0.4853 2388/2400 [============================>.] - ETA: 6s - loss: 1195.7582 - logits_profile_predictions_loss: 1170.0383 - logcount_predictions_loss: 0.4853 2389/2400 [============================>.] - ETA: 6s - loss: 1195.7579 - logits_profile_predictions_loss: 1170.0379 - logcount_predictions_loss: 0.4853 2390/2400 [============================>.] - ETA: 5s - loss: 1195.7575 - logits_profile_predictions_loss: 1170.0376 - logcount_predictions_loss: 0.4853 2391/2400 [============================>.] - ETA: 5s - loss: 1195.7571 - logits_profile_predictions_loss: 1170.0371 - logcount_predictions_loss: 0.4853 2392/2400 [============================>.] - ETA: 4s - loss: 1195.7568 - logits_profile_predictions_loss: 1170.0367 - logcount_predictions_loss: 0.4853 2393/2400 [============================>.] - ETA: 3s - loss: 1195.7564 - logits_profile_predictions_loss: 1170.0363 - logcount_predictions_loss: 0.4853 2394/2400 [============================>.] - ETA: 3s - loss: 1195.7560 - logits_profile_predictions_loss: 1170.0359 - logcount_predictions_loss: 0.4853 2395/2400 [============================>.] - ETA: 2s - loss: 1195.7556 - logits_profile_predictions_loss: 1170.0355 - logcount_predictions_loss: 0.4853 2396/2400 [============================>.] - ETA: 2s - loss: 1195.7553 - logits_profile_predictions_loss: 1170.0351 - logcount_predictions_loss: 0.4853 2397/2400 [============================>.] - ETA: 1s - loss: 1195.7549 - logits_profile_predictions_loss: 1170.0347 - logcount_predictions_loss: 0.4853 2398/2400 [============================>.] - ETA: 1s - loss: 1195.7545 - logits_profile_predictions_loss: 1170.0343 - logcount_predictions_loss: 0.4853 2399/2400 [============================>.] - ETA: 0s - loss: 1195.7542 - logits_profile_predictions_loss: 1170.0339 - logcount_predictions_loss: 0.4853 2400/2400 [==============================] - ETA: 0s - loss: 1195.7538 - logits_profile_predictions_loss: 1170.0335 - logcount_predictions_loss: 0.4853 2400/2400 [==============================] - 1412s 588ms/step - loss: 1195.7534 - logits_profile_predictions_loss: 1170.0331 - logcount_predictions_loss: 0.4853 - val_loss: 1499.4955 - val_logits_profile_predictions_loss: 1434.4279 - val_logcount_predictions_loss: 1.2277 Epoch 00013: val_loss did not improve from 1484.61218 Restoring model weights from the end of the best epoch. Epoch 00013: early stopping save model save model without bias 2023-03-25_06-47-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42650, 10) loading nonpeaks... got split:test for bed regions:(42650, 10) 0/334 100/334 200/334 300/334 2023-03-25_06-57-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42650, 10) loading nonpeaks... got split:test for bed regions:(42650, 10) 0/334 100/334 200/334 300/334 2023-03-25_07-04-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//bias \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42650, 10) loading nonpeaks... got split:test for bed regions:(42650, 10) 0/334 100/334 200/334 300/334 2023-03-25_07-08-53: mkdir /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//footprints 2023-03-25_07-08-53: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ -r /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ -chr chr1 \ -m /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 6:00 3/40 [=>............................] - ETA: 29s  4/40 [==>...........................] - ETA: 37s 5/40 [==>...........................] - ETA: 41s 6/40 [===>..........................] - ETA: 42s 7/40 [====>.........................] - ETA: 43s 8/40 [=====>........................] - ETA: 43s 9/40 [=====>........................] - ETA: 42s 10/40 [======>.......................] - ETA: 41s 11/40 [=======>......................] - ETA: 41s 12/40 [========>.....................] - ETA: 39s 13/40 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[=====>........................] - ETA: 48s 10/40 [======>.......................] - ETA: 47s 11/40 [=======>......................] - ETA: 45s 12/40 [========>.....................] - ETA: 43s 13/40 [========>.....................] - ETA: 42s 14/40 [=========>....................] - ETA: 40s 15/40 [==========>...................] - ETA: 39s 16/40 [===========>..................] - ETA: 37s 17/40 [===========>..................] - ETA: 36s 18/40 [============>.................] - ETA: 34s 19/40 [=============>................] - ETA: 32s 20/40 [==============>...............] - ETA: 31s 21/40 [==============>...............] - ETA: 29s 22/40 [===============>..............] - ETA: 28s 23/40 [================>.............] - ETA: 26s 24/40 [=================>............] - ETA: 25s 25/40 [=================>............] - ETA: 23s 26/40 [==================>...........] - ETA: 21s 27/40 [===================>..........] - ETA: 20s 28/40 [====================>.........] - ETA: 18s 29/40 [====================>.........] - ETA: 17s 30/40 [=====================>........] - ETA: 15s 31/40 [======================>.......] - ETA: 14s 32/40 [=======================>......] - ETA: 12s 33/40 [=======================>......] - ETA: 10s 34/40 [========================>.....] - ETA: 9s  35/40 [=========================>....] - ETA: 7s 36/40 [==========================>...] - ETA: 6s 37/40 [==========================>...] - ETA: 4s 38/40 [===========================>..] - ETA: 3s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 61s 2s/step Saving marginal footprints 2023-03-25_07-13-40: mkdir /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//footprints 2023-03-25_07-13-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ -r /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ -chr chr1 \ -m /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//bias_model_scaled.h5 \ -bs 512 \ -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//chrombpnet_model_feb15_fold_0//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 2:13 3/40 [=>............................] - ETA: 2s  4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - ETA: 3s 10/40 [======>.......................] - ETA: 3s 11/40 [=======>......................] - ETA: 3s 12/40 [========>.....................] - ETA: 3s 13/40 [========>.....................] - ETA: 3s 14/40 [=========>....................] - ETA: 3s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 2s 20/40 [==============>...............] - ETA: 2s 21/40 [==============>...............] - ETA: 2s 22/40 [===============>..............] - ETA: 2s 23/40 [================>.............] - ETA: 2s 24/40 [=================>............] - ETA: 1s 25/40 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[>.............................] - ETA: 4s 3/40 [=>............................] - ETA: 4s 4/40 [==>...........................] - ETA: 4s 5/40 [==>...........................] - ETA: 4s 6/40 [===>..........................] - ETA: 4s 7/40 [====>.........................] - ETA: 4s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - ETA: 3s 10/40 [======>.......................] - ETA: 3s 11/40 [=======>......................] - ETA: 3s 12/40 [========>.....................] - ETA: 3s 13/40 [========>.....................] - ETA: 3s 14/40 [=========>....................] - ETA: 3s 15/40 [==========>...................] - ETA: 3s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 2s 20/40 [==============>...............] - ETA: 2s 21/40 [==============>...............] - ETA: 2s 22/40 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[==============================] - 5s 125ms/step Saving marginal footprints