diff --git "a/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR000EMJ/logfile.modelling.fold_0.ENCSR000EMJ.stdout_v1.txt" @@ -0,0 +1,433 @@ +2022-02-19_03-18-44: python /scratch/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=data/peaks.bed.gz \ + --nonpeaks=data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=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=reference/ENCSR283TME_bias_0.9.h5 \ + --output_dir=chrombppnet_model_encsr283tme_bias/ +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: 134172 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 134172 +Number of peaks input: 36588 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 36588 +Number of non peaks input: 134172 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 134172 +Number of non peaks input: 36588 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 36588 +Number of peaks after removing outliers: 132696 +Number of nonpeaks after removing outliers: 119454 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +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 + 1/3733 [..............................] - ETA: 2:28:25 6/3733 [..............................] - ETA: 47s  10/3733 [..............................] - ETA: 51s 14/3733 [..............................] - ETA: 52s 17/3733 [..............................] - ETA: 54s 21/3733 [..............................] - ETA: 52s 25/3733 [..............................] - ETA: 52s 29/3733 [..............................] - ETA: 52s 32/3733 [..............................] - ETA: 53s 36/3733 [..............................] - ETA: 53s 40/3733 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[============================>.] - ETA: 0s 3703/3733 [============================>.] - ETA: 0s 3707/3733 [============================>.] - ETA: 0s 3711/3733 [============================>.] - ETA: 0s 3715/3733 [============================>.] - ETA: 0s 3719/3733 [============================>.] - ETA: 0s 3723/3733 [============================>.] - ETA: 0s 3727/3733 [============================>.] - ETA: 0s 3731/3733 [============================>.] - ETA: 0s 3733/3733 [==============================] - ETA: 0s 3733/3733 [==============================] - 56s 14ms/step +2022-02-19_03-23-15: python /scratch/chrombpnet/src/training/train.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/scratch/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': '26.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': 'chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': 'splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(121070, 10) +loading nonpeaks... +got split:train for bed regions:(108440, 10) +loading peaks... +got split:valid for bed regions:(11626, 10) +loading nonpeaks... +got split:valid for bed regions:(11014, 10) +Epoch 1/50 + 1/2081 [..............................] - ETA: 5:25:46 - loss: 1520.5007 - logits_profile_predictions_loss: 1382.0071 - logcount_predictions_loss: 5.2065 2/2081 [..............................] - ETA: 28:55 - loss: 1411.2297 - logits_profile_predictions_loss: 1292.1556 - logcount_predictions_loss: 4.4765  3/2081 [..............................] - ETA: 28:51 - loss: 17386.8081 - logits_profile_predictions_loss: 1295.7640 - logcount_predictions_loss: 604.9264 4/2081 [..............................] - ETA: 28:54 - loss: 22378.0856 - logits_profile_predictions_loss: 1294.3422 - logcount_predictions_loss: 792.6219 5/2081 [..............................] - ETA: 28:49 - loss: 23941.6079 - logits_profile_predictions_loss: 1298.6540 - logcount_predictions_loss: 851.2388 6/2081 [..............................] - ETA: 28:45 - loss: 24202.0066 - logits_profile_predictions_loss: 1316.3855 - logcount_predictions_loss: 860.3616 7/2081 [..............................] - ETA: 28:42 - loss: 23896.5051 - logits_profile_predictions_loss: 1326.5651 - logcount_predictions_loss: 848.4939 8/2081 [..............................] - ETA: 28:39 - loss: 23341.4222 - logits_profile_predictions_loss: 1329.3783 - logcount_predictions_loss: 827.5204 9/2081 [..............................] - ETA: 28:36 - loss: 22687.2160 - logits_profile_predictions_loss: 1331.0209 - logcount_predictions_loss: 802.8644 10/2081 [..............................] - ETA: 28:34 - loss: 22010.9586 - logits_profile_predictions_loss: 1338.4960 - logcount_predictions_loss: 777.1602 11/2081 [..............................] - ETA: 28:32 - loss: 21340.2075 - logits_profile_predictions_loss: 1345.8233 - logcount_predictions_loss: 751.6685 12/2081 [..............................] - ETA: 28:31 - loss: 20690.1942 - logits_profile_predictions_loss: 1351.6083 - logcount_predictions_loss: 727.0144 13/2081 [..............................] - ETA: 28:30 - loss: 20071.9780 - logits_profile_predictions_loss: 1358.9620 - logcount_predictions_loss: 703.4968 14/2081 [..............................] - ETA: 28:28 - loss: 19485.1832 - logits_profile_predictions_loss: 1364.7596 - logcount_predictions_loss: 681.2189 15/2081 [..............................] - ETA: 28:27 - loss: 18930.2243 - logits_profile_predictions_loss: 1369.0164 - logcount_predictions_loss: 660.1957 16/2081 [..............................] - ETA: 28:25 - loss: 18407.0578 - logits_profile_predictions_loss: 1372.6272 - logcount_predictions_loss: 640.3921 17/2081 [..............................] - ETA: 28:23 - loss: 17916.3599 - logits_profile_predictions_loss: 1377.6607 - logcount_predictions_loss: 621.7555 18/2081 [..............................] - ETA: 28:21 - loss: 17452.1607 - logits_profile_predictions_loss: 1380.3797 - logcount_predictions_loss: 604.2022 19/2081 [..............................] - ETA: 28:20 - loss: 17014.9427 - logits_profile_predictions_loss: 1383.0284 - logcount_predictions_loss: 587.6659 20/2081 [..............................] - ETA: 28:18 - loss: 16602.1412 - logits_profile_predictions_loss: 1385.0104 - logcount_predictions_loss: 572.0725 21/2081 [..............................] - ETA: 28:17 - loss: 16212.7499 - logits_profile_predictions_loss: 1387.1793 - logcount_predictions_loss: 557.3522 22/2081 [..............................] - ETA: 28:16 - loss: 15843.7088 - logits_profile_predictions_loss: 1388.3138 - logcount_predictions_loss: 543.4359 23/2081 [..............................] - ETA: 28:15 - loss: 15495.2466 - logits_profile_predictions_loss: 1390.1184 - logcount_predictions_loss: 530.2679 24/2081 [..............................] - ETA: 28:14 - loss: 15165.1496 - logits_profile_predictions_loss: 1391.9186 - logcount_predictions_loss: 517.7906 25/2081 [..............................] - ETA: 28:13 - loss: 14852.4495 - logits_profile_predictions_loss: 1394.1031 - logcount_predictions_loss: 505.9528 26/2081 [..............................] - ETA: 28:12 - loss: 14555.3203 - logits_profile_predictions_loss: 1396.1483 - logcount_predictions_loss: 494.7057 27/2081 [..............................] - ETA: 28:10 - loss: 14272.3328 - logits_profile_predictions_loss: 1397.7808 - logcount_predictions_loss: 484.0057 28/2081 [..............................] - ETA: 28:09 - loss: 14003.0899 - logits_profile_predictions_loss: 1399.5968 - logcount_predictions_loss: 473.8155 29/2081 [..............................] - ETA: 28:08 - loss: 13746.4440 - logits_profile_predictions_loss: 1401.3999 - logcount_predictions_loss: 464.0994 30/2081 [..............................] - ETA: 28:07 - loss: 13501.4283 - logits_profile_predictions_loss: 1403.1042 - logcount_predictions_loss: 454.8242 31/2081 [..............................] - ETA: 28:06 - loss: 13267.2746 - logits_profile_predictions_loss: 1404.7385 - logcount_predictions_loss: 445.9600 32/2081 [..............................] - ETA: 28:05 - loss: 13043.2700 - logits_profile_predictions_loss: 1406.3090 - logcount_predictions_loss: 437.4797 33/2081 [..............................] - ETA: 28:04 - loss: 12829.0948 - logits_profile_predictions_loss: 1408.1324 - logcount_predictions_loss: 429.3595 34/2081 [..............................] - ETA: 28:03 - loss: 12623.6949 - logits_profile_predictions_loss: 1409.8027 - logcount_predictions_loss: 421.5749 35/2081 [..............................] - ETA: 28:02 - loss: 12426.5321 - logits_profile_predictions_loss: 1411.3320 - logcount_predictions_loss: 414.1052 36/2081 [..............................] - ETA: 28:01 - loss: 12237.0801 - logits_profile_predictions_loss: 1412.7073 - logcount_predictions_loss: 406.9313 37/2081 [..............................] - ETA: 28:00 - loss: 12054.7368 - logits_profile_predictions_loss: 1413.8074 - logcount_predictions_loss: 400.0349 38/2081 [..............................] - ETA: 27:59 - loss: 11879.2076 - logits_profile_predictions_loss: 1414.7628 - logcount_predictions_loss: 393.4002 39/2081 [..............................] - ETA: 27:58 - loss: 11710.3927 - logits_profile_predictions_loss: 1415.8640 - logcount_predictions_loss: 387.0123 40/2081 [..............................] - ETA: 27:58 - loss: 11547.5963 - logits_profile_predictions_loss: 1416.7982 - logcount_predictions_loss: 380.8570 41/2081 [..............................] - ETA: 27:57 - loss: 11390.5634 - logits_profile_predictions_loss: 1417.6529 - logcount_predictions_loss: 374.9214 42/2081 [..............................] - ETA: 27:56 - loss: 11239.0852 - logits_profile_predictions_loss: 1418.5258 - logcount_predictions_loss: 369.1939 43/2081 [..............................] - ETA: 27:55 - loss: 11092.7959 - logits_profile_predictions_loss: 1419.3577 - logcount_predictions_loss: 363.6631 44/2081 [..............................] - ETA: 27:54 - loss: 10951.3375 - logits_profile_predictions_loss: 1420.0720 - logcount_predictions_loss: 358.3182 45/2081 [..............................] - ETA: 27:53 - loss: 10814.4058 - logits_profile_predictions_loss: 1420.6141 - logcount_predictions_loss: 353.1500 46/2081 [..............................] - ETA: 27:52 - loss: 10681.7370 - logits_profile_predictions_loss: 1420.9646 - logcount_predictions_loss: 348.1493 47/2081 [..............................] - ETA: 27:51 - loss: 10553.1653 - logits_profile_predictions_loss: 1421.1701 - logcount_predictions_loss: 343.3081 48/2081 [..............................] - ETA: 27:51 - loss: 10428.6648 - logits_profile_predictions_loss: 1421.4026 - logcount_predictions_loss: 338.6189 49/2081 [..............................] - ETA: 27:50 - loss: 10308.0037 - logits_profile_predictions_loss: 1421.6292 - logcount_predictions_loss: 334.0742 50/2081 [..............................] - ETA: 27:49 - loss: 10191.0351 - logits_profile_predictions_loss: 1421.8830 - logcount_predictions_loss: 329.6674 51/2081 [..............................] - ETA: 27:48 - loss: 10077.2915 - logits_profile_predictions_loss: 1421.8917 - logcount_predictions_loss: 325.3910 52/2081 [..............................] - ETA: 27:47 - loss: 9966.9716 - logits_profile_predictions_loss: 1421.9823 - logcount_predictions_loss: 321.2402  53/2081 [..............................] - ETA: 27:46 - loss: 9859.7601 - logits_profile_predictions_loss: 1422.0061 - logcount_predictions_loss: 317.2088 54/2081 [..............................] - ETA: 27:45 - loss: 9755.5225 - logits_profile_predictions_loss: 1421.9718 - logcount_predictions_loss: 313.2914 55/2081 [..............................] - ETA: 27:44 - loss: 9654.3483 - logits_profile_predictions_loss: 1422.0796 - logcount_predictions_loss: 309.4838 56/2081 [..............................] - ETA: 27:44 - loss: 9555.9084 - logits_profile_predictions_loss: 1422.1396 - logcount_predictions_loss: 305.7808 57/2081 [..............................] - ETA: 27:43 - loss: 9460.1163 - logits_profile_predictions_loss: 1422.1816 - logcount_predictions_loss: 302.1780 58/2081 [..............................] - ETA: 27:42 - loss: 9366.8301 - logits_profile_predictions_loss: 1422.1780 - logcount_predictions_loss: 298.6711 59/2081 [..............................] - ETA: 27:41 - loss: 9275.9592 - logits_profile_predictions_loss: 1422.1409 - logcount_predictions_loss: 295.2563 60/2081 [..............................] - ETA: 27:40 - loss: 9187.4275 - logits_profile_predictions_loss: 1422.0932 - logcount_predictions_loss: 291.9298 61/2081 [..............................] - ETA: 27:39 - loss: 9101.0671 - logits_profile_predictions_loss: 1421.9660 - logcount_predictions_loss: 288.6880 62/2081 [..............................] - ETA: 27:38 - loss: 9016.9205 - logits_profile_predictions_loss: 1421.8746 - logcount_predictions_loss: 285.5280 63/2081 [..............................] - ETA: 27:38 - loss: 8934.8862 - logits_profile_predictions_loss: 1421.8079 - logcount_predictions_loss: 282.4465 64/2081 [..............................] - ETA: 27:37 - loss: 8854.8853 - logits_profile_predictions_loss: 1421.7642 - logcount_predictions_loss: 279.4406 65/2081 [..............................] - ETA: 27:36 - loss: 8776.8078 - logits_profile_predictions_loss: 1421.7096 - logcount_predictions_loss: 276.5074 66/2081 [..............................] - ETA: 27:35 - loss: 8700.5011 - logits_profile_predictions_loss: 1421.5764 - logcount_predictions_loss: 273.6438 67/2081 [..............................] - ETA: 27:34 - loss: 8625.9640 - logits_profile_predictions_loss: 1421.4257 - logcount_predictions_loss: 270.8473 68/2081 [..............................] - ETA: 27:33 - loss: 8553.1108 - logits_profile_predictions_loss: 1421.2383 - logcount_predictions_loss: 268.1155 69/2081 [..............................] - ETA: 27:32 - loss: 8481.9346 - logits_profile_predictions_loss: 1421.0626 - logcount_predictions_loss: 265.4463 70/2081 [>.............................] - ETA: 27:32 - loss: 8412.3514 - logits_profile_predictions_loss: 1420.8744 - logcount_predictions_loss: 262.8375 71/2081 [>.............................] - ETA: 27:31 - loss: 8344.2821 - logits_profile_predictions_loss: 1420.6542 - logcount_predictions_loss: 260.2868 72/2081 [>.............................] - ETA: 27:30 - loss: 8277.8255 - logits_profile_predictions_loss: 1420.5416 - logcount_predictions_loss: 257.7926 73/2081 [>.............................] - ETA: 27:29 - loss: 8212.7625 - logits_profile_predictions_loss: 1420.3858 - logcount_predictions_loss: 255.3525 74/2081 [>.............................] - ETA: 27:28 - loss: 8149.1112 - logits_profile_predictions_loss: 1420.2454 - logcount_predictions_loss: 252.9649 75/2081 [>.............................] - ETA: 27:28 - loss: 8086.8163 - logits_profile_predictions_loss: 1420.1120 - logcount_predictions_loss: 250.6280 76/2081 [>.............................] - ETA: 27:27 - loss: 8025.7867 - logits_profile_predictions_loss: 1419.9414 - logcount_predictions_loss: 248.3400 77/2081 [>.............................] - ETA: 27:26 - loss: 7965.9928 - logits_profile_predictions_loss: 1419.7452 - logcount_predictions_loss: 246.0995 78/2081 [>.............................] - ETA: 27:25 - loss: 7907.4531 - logits_profile_predictions_loss: 1419.5788 - logcount_predictions_loss: 243.9050 79/2081 [>.............................] - ETA: 27:24 - loss: 7850.0347 - logits_profile_predictions_loss: 1419.3543 - logcount_predictions_loss: 241.7549 80/2081 [>.............................] - ETA: 27:23 - loss: 7793.7647 - logits_profile_predictions_loss: 1419.1325 - logcount_predictions_loss: 239.6478 81/2081 [>.............................] - ETA: 27:22 - loss: 7738.5971 - logits_profile_predictions_loss: 1418.9030 - logcount_predictions_loss: 237.5825 82/2081 [>.............................] - ETA: 27:22 - loss: 7684.5732 - logits_profile_predictions_loss: 1418.7358 - logcount_predictions_loss: 235.5578 83/2081 [>.............................] - ETA: 27:21 - loss: 7631.6379 - logits_profile_predictions_loss: 1418.6097 - logcount_predictions_loss: 233.5725 84/2081 [>.............................] - ETA: 27:20 - loss: 7579.6709 - logits_profile_predictions_loss: 1418.4425 - logcount_predictions_loss: 231.6251 85/2081 [>.............................] - ETA: 27:19 - loss: 7528.6415 - logits_profile_predictions_loss: 1418.2340 - logcount_predictions_loss: 229.7146 86/2081 [>.............................] - ETA: 27:18 - loss: 7478.5795 - logits_profile_predictions_loss: 1418.0382 - logcount_predictions_loss: 227.8399 87/2081 [>.............................] - ETA: 27:18 - loss: 7429.4092 - logits_profile_predictions_loss: 1417.8112 - logcount_predictions_loss: 225.9999 88/2081 [>.............................] - ETA: 27:17 - loss: 7381.1055 - logits_profile_predictions_loss: 1417.5541 - logcount_predictions_loss: 224.1937 89/2081 [>.............................] - ETA: 27:16 - loss: 7333.6508 - logits_profile_predictions_loss: 1417.2758 - logcount_predictions_loss: 222.4201 90/2081 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[===========================>..] - ETA: 1:15 - loss: 1882.5123 - logits_profile_predictions_loss: 1284.4579 - logcount_predictions_loss: 22.4832 1991/2081 [===========================>..] - ETA: 1:14 - loss: 1882.2515 - logits_profile_predictions_loss: 1284.4227 - logcount_predictions_loss: 22.4748 1992/2081 [===========================>..] - ETA: 1:13 - loss: 1881.9907 - logits_profile_predictions_loss: 1284.3876 - logcount_predictions_loss: 22.4663 1993/2081 [===========================>..] - ETA: 1:12 - loss: 1881.7303 - logits_profile_predictions_loss: 1284.3524 - logcount_predictions_loss: 22.4578 1994/2081 [===========================>..] - ETA: 1:11 - loss: 1881.4701 - logits_profile_predictions_loss: 1284.3174 - logcount_predictions_loss: 22.4493 1995/2081 [===========================>..] - ETA: 1:11 - loss: 1881.2101 - logits_profile_predictions_loss: 1284.2823 - logcount_predictions_loss: 22.4409 1996/2081 [===========================>..] - ETA: 1:10 - loss: 1880.9504 - logits_profile_predictions_loss: 1284.2474 - logcount_predictions_loss: 22.4324 1997/2081 [===========================>..] - ETA: 1:09 - loss: 1880.6910 - logits_profile_predictions_loss: 1284.2125 - logcount_predictions_loss: 22.4240 1998/2081 [===========================>..] - ETA: 1:08 - loss: 1880.4319 - logits_profile_predictions_loss: 1284.1777 - logcount_predictions_loss: 22.4156 1999/2081 [===========================>..] - ETA: 1:07 - loss: 1880.1729 - logits_profile_predictions_loss: 1284.1429 - logcount_predictions_loss: 22.4071 2000/2081 [===========================>..] - ETA: 1:06 - loss: 1879.9142 - logits_profile_predictions_loss: 1284.1080 - logcount_predictions_loss: 22.3987 2001/2081 [===========================>..] - ETA: 1:06 - loss: 1879.6557 - logits_profile_predictions_loss: 1284.0733 - logcount_predictions_loss: 22.3903 2002/2081 [===========================>..] - ETA: 1:05 - loss: 1879.3973 - logits_profile_predictions_loss: 1284.0385 - logcount_predictions_loss: 22.3819 2003/2081 [===========================>..] - ETA: 1:04 - loss: 1879.1392 - logits_profile_predictions_loss: 1284.0037 - logcount_predictions_loss: 22.3735 2004/2081 [===========================>..] - ETA: 1:03 - loss: 1878.8813 - logits_profile_predictions_loss: 1283.9689 - logcount_predictions_loss: 22.3651 2005/2081 [===========================>..] - ETA: 1:02 - loss: 1878.6236 - logits_profile_predictions_loss: 1283.9342 - logcount_predictions_loss: 22.3567 2006/2081 [===========================>..] - ETA: 1:01 - loss: 1878.3661 - logits_profile_predictions_loss: 1283.8995 - logcount_predictions_loss: 22.3484 2007/2081 [===========================>..] - ETA: 1:01 - loss: 1878.1089 - logits_profile_predictions_loss: 1283.8647 - logcount_predictions_loss: 22.3400 2008/2081 [===========================>..] - ETA: 1:00 - loss: 1877.8518 - logits_profile_predictions_loss: 1283.8301 - logcount_predictions_loss: 22.3316 2009/2081 [===========================>..] - ETA: 59s - loss: 1877.5949 - logits_profile_predictions_loss: 1283.7954 - logcount_predictions_loss: 22.3233  2010/2081 [===========================>..] - ETA: 58s - loss: 1877.3383 - logits_profile_predictions_loss: 1283.7607 - logcount_predictions_loss: 22.3149 2011/2081 [===========================>..] - ETA: 57s - loss: 1877.0818 - logits_profile_predictions_loss: 1283.7260 - logcount_predictions_loss: 22.3066 2012/2081 [============================>.] - ETA: 57s - loss: 1876.8255 - logits_profile_predictions_loss: 1283.6913 - logcount_predictions_loss: 22.2983 2013/2081 [============================>.] - ETA: 56s - loss: 1876.5694 - logits_profile_predictions_loss: 1283.6566 - logcount_predictions_loss: 22.2900 2014/2081 [============================>.] - ETA: 55s - loss: 1876.3135 - logits_profile_predictions_loss: 1283.6219 - logcount_predictions_loss: 22.2816 2015/2081 [============================>.] - ETA: 54s - loss: 1876.0578 - logits_profile_predictions_loss: 1283.5872 - logcount_predictions_loss: 22.2733 2016/2081 [============================>.] - ETA: 53s - loss: 1875.8023 - logits_profile_predictions_loss: 1283.5526 - logcount_predictions_loss: 22.2650 2017/2081 [============================>.] - ETA: 52s - loss: 1875.5470 - logits_profile_predictions_loss: 1283.5179 - logcount_predictions_loss: 22.2567 2018/2081 [============================>.] - ETA: 52s - loss: 1875.2920 - logits_profile_predictions_loss: 1283.4833 - logcount_predictions_loss: 22.2484 2019/2081 [============================>.] - ETA: 51s - loss: 1875.0370 - logits_profile_predictions_loss: 1283.4486 - logcount_predictions_loss: 22.2402 2020/2081 [============================>.] - ETA: 50s - loss: 1874.7824 - logits_profile_predictions_loss: 1283.4140 - logcount_predictions_loss: 22.2319 2021/2081 [============================>.] - ETA: 49s - loss: 1874.5279 - logits_profile_predictions_loss: 1283.3793 - logcount_predictions_loss: 22.2236 2022/2081 [============================>.] - ETA: 48s - loss: 1874.2736 - logits_profile_predictions_loss: 1283.3447 - logcount_predictions_loss: 22.2154 2023/2081 [============================>.] - ETA: 47s - loss: 1874.0195 - logits_profile_predictions_loss: 1283.3101 - logcount_predictions_loss: 22.2071 2024/2081 [============================>.] - ETA: 47s - loss: 1873.7656 - logits_profile_predictions_loss: 1283.2755 - logcount_predictions_loss: 22.1989 2025/2081 [============================>.] - ETA: 46s - loss: 1873.5119 - logits_profile_predictions_loss: 1283.2409 - logcount_predictions_loss: 22.1906 2026/2081 [============================>.] - ETA: 45s - loss: 1873.2584 - logits_profile_predictions_loss: 1283.2063 - logcount_predictions_loss: 22.1824 2027/2081 [============================>.] - ETA: 44s - loss: 1873.0051 - logits_profile_predictions_loss: 1283.1717 - logcount_predictions_loss: 22.1742 2028/2081 [============================>.] - ETA: 43s - loss: 1872.7521 - logits_profile_predictions_loss: 1283.1372 - logcount_predictions_loss: 22.1660 2029/2081 [============================>.] - ETA: 42s - loss: 1872.4993 - logits_profile_predictions_loss: 1283.1027 - logcount_predictions_loss: 22.1578 2030/2081 [============================>.] - ETA: 42s - loss: 1872.2467 - logits_profile_predictions_loss: 1283.0683 - logcount_predictions_loss: 22.1496 2031/2081 [============================>.] - ETA: 41s - loss: 1871.9943 - logits_profile_predictions_loss: 1283.0338 - logcount_predictions_loss: 22.1414 2032/2081 [============================>.] - ETA: 40s - loss: 1871.7421 - logits_profile_predictions_loss: 1282.9994 - logcount_predictions_loss: 22.1332 2033/2081 [============================>.] - ETA: 39s - loss: 1871.4901 - logits_profile_predictions_loss: 1282.9650 - logcount_predictions_loss: 22.1250 2034/2081 [============================>.] - ETA: 38s - loss: 1871.2382 - logits_profile_predictions_loss: 1282.9305 - logcount_predictions_loss: 22.1168 2035/2081 [============================>.] - ETA: 38s - loss: 1870.9865 - logits_profile_predictions_loss: 1282.8959 - logcount_predictions_loss: 22.1087 2036/2081 [============================>.] - ETA: 37s - loss: 1870.7349 - logits_profile_predictions_loss: 1282.8614 - logcount_predictions_loss: 22.1005 2037/2081 [============================>.] - ETA: 36s - loss: 1870.4835 - logits_profile_predictions_loss: 1282.8268 - logcount_predictions_loss: 22.0924 2038/2081 [============================>.] - ETA: 35s - loss: 1870.2323 - logits_profile_predictions_loss: 1282.7923 - logcount_predictions_loss: 22.0842 2039/2081 [============================>.] - ETA: 34s - loss: 1869.9812 - logits_profile_predictions_loss: 1282.7577 - logcount_predictions_loss: 22.0761 2040/2081 [============================>.] - ETA: 33s - loss: 1869.7304 - logits_profile_predictions_loss: 1282.7231 - logcount_predictions_loss: 22.0679 2041/2081 [============================>.] - ETA: 33s - loss: 1869.4799 - logits_profile_predictions_loss: 1282.6886 - logcount_predictions_loss: 22.0598 2042/2081 [============================>.] - ETA: 32s - loss: 1869.2296 - logits_profile_predictions_loss: 1282.6542 - logcount_predictions_loss: 22.0517 2043/2081 [============================>.] - ETA: 31s - loss: 1868.9794 - logits_profile_predictions_loss: 1282.6199 - logcount_predictions_loss: 22.0436 2044/2081 [============================>.] - ETA: 30s - loss: 1868.7296 - logits_profile_predictions_loss: 1282.5856 - logcount_predictions_loss: 22.0355 2045/2081 [============================>.] - ETA: 29s - loss: 1868.4800 - logits_profile_predictions_loss: 1282.5513 - logcount_predictions_loss: 22.0274 2046/2081 [============================>.] - ETA: 28s - loss: 1868.2306 - logits_profile_predictions_loss: 1282.5170 - logcount_predictions_loss: 22.0193 2047/2081 [============================>.] - ETA: 28s - loss: 1867.9813 - logits_profile_predictions_loss: 1282.4827 - logcount_predictions_loss: 22.0112 2048/2081 [============================>.] - ETA: 27s - loss: 1867.7322 - logits_profile_predictions_loss: 1282.4484 - logcount_predictions_loss: 22.0031 2049/2081 [============================>.] - ETA: 26s - loss: 1867.4833 - logits_profile_predictions_loss: 1282.4141 - logcount_predictions_loss: 21.9951 2050/2081 [============================>.] - ETA: 25s - loss: 1867.2346 - logits_profile_predictions_loss: 1282.3799 - logcount_predictions_loss: 21.9870 2051/2081 [============================>.] - ETA: 24s - loss: 1866.9862 - logits_profile_predictions_loss: 1282.3457 - logcount_predictions_loss: 21.9790 2052/2081 [============================>.] - ETA: 23s - loss: 1866.7379 - logits_profile_predictions_loss: 1282.3115 - logcount_predictions_loss: 21.9709 2053/2081 [============================>.] - ETA: 23s - loss: 1866.4899 - logits_profile_predictions_loss: 1282.2773 - logcount_predictions_loss: 21.9629 2054/2081 [============================>.] - ETA: 22s - loss: 1866.2421 - logits_profile_predictions_loss: 1282.2432 - logcount_predictions_loss: 21.9548 2055/2081 [============================>.] - ETA: 21s - loss: 1865.9946 - logits_profile_predictions_loss: 1282.2092 - logcount_predictions_loss: 21.9468 2056/2081 [============================>.] - ETA: 20s - loss: 1865.7472 - logits_profile_predictions_loss: 1282.1751 - logcount_predictions_loss: 21.9388 2057/2081 [============================>.] - ETA: 19s - loss: 1865.5000 - logits_profile_predictions_loss: 1282.1411 - logcount_predictions_loss: 21.9308 2058/2081 [============================>.] - ETA: 19s - loss: 1865.2530 - logits_profile_predictions_loss: 1282.1070 - logcount_predictions_loss: 21.9228 2059/2081 [============================>.] - ETA: 18s - loss: 1865.0062 - logits_profile_predictions_loss: 1282.0730 - logcount_predictions_loss: 21.9148 2060/2081 [============================>.] - ETA: 17s - loss: 1864.7596 - logits_profile_predictions_loss: 1282.0389 - logcount_predictions_loss: 21.9068 2061/2081 [============================>.] - ETA: 16s - loss: 1864.5130 - logits_profile_predictions_loss: 1282.0048 - logcount_predictions_loss: 21.8988 2062/2081 [============================>.] - ETA: 15s - loss: 1864.2668 - logits_profile_predictions_loss: 1281.9708 - logcount_predictions_loss: 21.8908 2063/2081 [============================>.] - ETA: 14s - loss: 1864.0207 - logits_profile_predictions_loss: 1281.9367 - logcount_predictions_loss: 21.8828 2064/2081 [============================>.] - ETA: 14s - loss: 1863.7748 - logits_profile_predictions_loss: 1281.9027 - logcount_predictions_loss: 21.8749 2065/2081 [============================>.] - ETA: 13s - loss: 1863.5291 - logits_profile_predictions_loss: 1281.8687 - logcount_predictions_loss: 21.8669 2066/2081 [============================>.] - ETA: 12s - loss: 1863.2836 - logits_profile_predictions_loss: 1281.8347 - logcount_predictions_loss: 21.8590 2067/2081 [============================>.] - ETA: 11s - loss: 1863.0382 - logits_profile_predictions_loss: 1281.8007 - logcount_predictions_loss: 21.8510 2068/2081 [============================>.] - ETA: 10s - loss: 1862.7930 - logits_profile_predictions_loss: 1281.7667 - logcount_predictions_loss: 21.8431 2069/2081 [============================>.] - ETA: 9s - loss: 1862.5480 - logits_profile_predictions_loss: 1281.7326 - logcount_predictions_loss: 21.8352  2070/2081 [============================>.] - ETA: 9s - loss: 1862.3031 - logits_profile_predictions_loss: 1281.6985 - logcount_predictions_loss: 21.8272 2071/2081 [============================>.] - ETA: 8s - loss: 1862.0583 - logits_profile_predictions_loss: 1281.6644 - logcount_predictions_loss: 21.8193 2072/2081 [============================>.] - ETA: 7s - loss: 1861.8138 - logits_profile_predictions_loss: 1281.6303 - logcount_predictions_loss: 21.8114 2073/2081 [============================>.] - ETA: 6s - loss: 1861.5695 - logits_profile_predictions_loss: 1281.5962 - logcount_predictions_loss: 21.8035 2074/2081 [============================>.] - ETA: 5s - loss: 1861.3254 - logits_profile_predictions_loss: 1281.5623 - logcount_predictions_loss: 21.7956 2075/2081 [============================>.] - ETA: 4s - loss: 1861.0816 - logits_profile_predictions_loss: 1281.5283 - logcount_predictions_loss: 21.7877 2076/2081 [============================>.] - ETA: 4s - loss: 1860.8379 - logits_profile_predictions_loss: 1281.4944 - logcount_predictions_loss: 21.7798 2077/2081 [============================>.] - ETA: 3s - loss: 1860.5944 - logits_profile_predictions_loss: 1281.4604 - logcount_predictions_loss: 21.7719 2078/2081 [============================>.] - ETA: 2s - loss: 1860.3511 - logits_profile_predictions_loss: 1281.4265 - logcount_predictions_loss: 21.7641 2079/2081 [============================>.] - ETA: 1s - loss: 1860.1080 - logits_profile_predictions_loss: 1281.3926 - logcount_predictions_loss: 21.7562 2080/2081 [============================>.] - ETA: 0s - loss: 1859.8651 - logits_profile_predictions_loss: 1281.3587 - logcount_predictions_loss: 21.7484 2081/2081 [==============================] - ETA: 0s - loss: 1859.6224 - logits_profile_predictions_loss: 1281.3248 - logcount_predictions_loss: 21.7405 2081/2081 [==============================] - 1791s 857ms/step - loss: 1859.3799 - logits_profile_predictions_loss: 1281.2910 - logcount_predictions_loss: 21.7327 - val_loss: 1193.8175 - val_logits_profile_predictions_loss: 1158.3868 - val_logcount_predictions_loss: 1.3320 + +Epoch 00001: val_loss improved from inf to 1193.81750, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 2/50 + 1/2081 [..............................] - ETA: 29:49 - loss: 947.3405 - logits_profile_predictions_loss: 908.9250 - logcount_predictions_loss: 1.4442 2/2081 [..............................] - ETA: 28:22 - loss: 1029.6418 - logits_profile_predictions_loss: 989.9591 - logcount_predictions_loss: 1.4918 3/2081 [..............................] - ETA: 28:25 - loss: 1045.1134 - logits_profile_predictions_loss: 1005.2397 - logcount_predictions_loss: 1.4990 4/2081 [..............................] - ETA: 28:27 - loss: 1050.8995 - logits_profile_predictions_loss: 1011.5423 - logcount_predictions_loss: 1.4796 5/2081 [..............................] - ETA: 28:29 - loss: 1047.8538 - logits_profile_predictions_loss: 1009.2960 - logcount_predictions_loss: 1.4495 6/2081 [..............................] - ETA: 28:29 - loss: 1050.9292 - logits_profile_predictions_loss: 1012.7894 - logcount_predictions_loss: 1.4338 7/2081 [..............................] - ETA: 28:29 - loss: 1053.4928 - logits_profile_predictions_loss: 1015.5727 - logcount_predictions_loss: 1.4256 8/2081 [..............................] - ETA: 28:28 - loss: 1055.5381 - logits_profile_predictions_loss: 1017.7464 - logcount_predictions_loss: 1.4207 9/2081 [..............................] - ETA: 28:29 - loss: 1053.1977 - logits_profile_predictions_loss: 1015.5812 - logcount_predictions_loss: 1.4142 10/2081 [..............................] - ETA: 28:29 - loss: 1054.7327 - logits_profile_predictions_loss: 1017.2442 - logcount_predictions_loss: 1.4093 11/2081 [..............................] - ETA: 28:28 - loss: 1055.2457 - logits_profile_predictions_loss: 1017.8293 - logcount_predictions_loss: 1.4066 12/2081 [..............................] - ETA: 28:27 - loss: 1056.7643 - logits_profile_predictions_loss: 1019.4222 - logcount_predictions_loss: 1.4038 13/2081 [..............................] - ETA: 28:26 - loss: 1059.3301 - logits_profile_predictions_loss: 1022.0162 - logcount_predictions_loss: 1.4028 14/2081 [..............................] - ETA: 28:24 - loss: 1061.8254 - logits_profile_predictions_loss: 1024.5258 - logcount_predictions_loss: 1.4022 15/2081 [..............................] - ETA: 28:23 - loss: 1063.1482 - logits_profile_predictions_loss: 1025.9055 - logcount_predictions_loss: 1.4001 16/2081 [..............................] - ETA: 28:23 - loss: 1064.2024 - logits_profile_predictions_loss: 1027.0399 - logcount_predictions_loss: 1.3971 17/2081 [..............................] - ETA: 28:22 - loss: 1064.8083 - logits_profile_predictions_loss: 1027.7131 - logcount_predictions_loss: 1.3946 18/2081 [..............................] - ETA: 28:21 - loss: 1065.2464 - logits_profile_predictions_loss: 1028.1829 - logcount_predictions_loss: 1.3934 19/2081 [..............................] - ETA: 28:20 - loss: 1066.7690 - logits_profile_predictions_loss: 1029.6988 - logcount_predictions_loss: 1.3936 20/2081 [..............................] - ETA: 28:19 - loss: 1068.4044 - logits_profile_predictions_loss: 1031.3427 - logcount_predictions_loss: 1.3933 21/2081 [..............................] - ETA: 28:18 - loss: 1070.1838 - logits_profile_predictions_loss: 1033.1446 - logcount_predictions_loss: 1.3925 22/2081 [..............................] - ETA: 28:18 - loss: 1071.4742 - logits_profile_predictions_loss: 1034.4603 - logcount_predictions_loss: 1.3915 23/2081 [..............................] - ETA: 28:17 - loss: 1072.8765 - logits_profile_predictions_loss: 1035.8893 - logcount_predictions_loss: 1.3905 24/2081 [..............................] - ETA: 28:16 - loss: 1074.5016 - logits_profile_predictions_loss: 1037.5273 - logcount_predictions_loss: 1.3900 25/2081 [..............................] - ETA: 28:15 - loss: 1075.9876 - logits_profile_predictions_loss: 1039.0305 - logcount_predictions_loss: 1.3894 26/2081 [..............................] - ETA: 28:14 - loss: 1077.1460 - logits_profile_predictions_loss: 1040.2107 - logcount_predictions_loss: 1.3885 27/2081 [..............................] - ETA: 28:14 - loss: 1078.3945 - logits_profile_predictions_loss: 1041.4825 - logcount_predictions_loss: 1.3877 28/2081 [..............................] - ETA: 28:13 - loss: 1079.6579 - 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35/2081 [..............................] - ETA: 28:07 - loss: 1086.9162 - logits_profile_predictions_loss: 1050.1445 - logcount_predictions_loss: 1.3824 36/2081 [..............................] - ETA: 28:07 - loss: 1087.7276 - logits_profile_predictions_loss: 1050.9686 - logcount_predictions_loss: 1.3819 37/2081 [..............................] - ETA: 28:06 - loss: 1088.3435 - logits_profile_predictions_loss: 1051.5996 - logcount_predictions_loss: 1.3813 38/2081 [..............................] - ETA: 28:05 - loss: 1088.8924 - logits_profile_predictions_loss: 1052.1640 - logcount_predictions_loss: 1.3808 39/2081 [..............................] - ETA: 28:04 - loss: 1089.3627 - logits_profile_predictions_loss: 1052.6485 - logcount_predictions_loss: 1.3802 40/2081 [..............................] - ETA: 28:04 - loss: 1089.8470 - logits_profile_predictions_loss: 1053.1434 - logcount_predictions_loss: 1.3798 41/2081 [..............................] - ETA: 28:03 - loss: 1090.5059 - 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- ETA: 26:49 - loss: 1109.5291 - logits_profile_predictions_loss: 1072.9255 - logcount_predictions_loss: 1.3761 133/2081 [>.............................] - ETA: 26:48 - loss: 1109.7180 - logits_profile_predictions_loss: 1073.1165 - logcount_predictions_loss: 1.3760 134/2081 [>.............................] - ETA: 26:47 - loss: 1109.9074 - logits_profile_predictions_loss: 1073.3079 - logcount_predictions_loss: 1.3759 135/2081 [>.............................] - ETA: 26:46 - loss: 1110.0978 - logits_profile_predictions_loss: 1073.5003 - logcount_predictions_loss: 1.3758 136/2081 [>.............................] - ETA: 26:46 - loss: 1110.2725 - logits_profile_predictions_loss: 1073.6768 - logcount_predictions_loss: 1.3758 137/2081 [>.............................] - ETA: 26:45 - loss: 1110.4429 - logits_profile_predictions_loss: 1073.8488 - logcount_predictions_loss: 1.3757 138/2081 [>.............................] - ETA: 26:44 - loss: 1110.6221 - logits_profile_predictions_loss: 1074.0294 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1130.0234 - logits_profile_predictions_loss: 1093.7093 - logcount_predictions_loss: 1.3652 390/2081 [====>.........................] - ETA: 23:17 - loss: 1130.0589 - logits_profile_predictions_loss: 1093.7458 - logcount_predictions_loss: 1.3652 391/2081 [====>.........................] - ETA: 23:16 - loss: 1130.0947 - logits_profile_predictions_loss: 1093.7826 - logcount_predictions_loss: 1.3651 392/2081 [====>.........................] - ETA: 23:15 - loss: 1130.1310 - logits_profile_predictions_loss: 1093.8200 - logcount_predictions_loss: 1.3651 393/2081 [====>.........................] - ETA: 23:15 - loss: 1130.1664 - logits_profile_predictions_loss: 1093.8564 - logcount_predictions_loss: 1.3650 394/2081 [====>.........................] - ETA: 23:14 - loss: 1130.2028 - logits_profile_predictions_loss: 1093.8938 - logcount_predictions_loss: 1.3650 395/2081 [====>.........................] - ETA: 23:13 - loss: 1130.2380 - logits_profile_predictions_loss: 1093.9299 - logcount_predictions_loss: 1.3650 396/2081 [====>.........................] - ETA: 23:12 - loss: 1130.2723 - logits_profile_predictions_loss: 1093.9651 - logcount_predictions_loss: 1.3649 397/2081 [====>.........................] - ETA: 23:11 - loss: 1130.3085 - logits_profile_predictions_loss: 1094.0021 - logcount_predictions_loss: 1.3649 398/2081 [====>.........................] - ETA: 23:10 - loss: 1130.3455 - logits_profile_predictions_loss: 1094.0400 - logcount_predictions_loss: 1.3649 399/2081 [====>.........................] - ETA: 23:10 - loss: 1130.3817 - logits_profile_predictions_loss: 1094.0772 - logcount_predictions_loss: 1.3648 400/2081 [====>.........................] - ETA: 23:09 - loss: 1130.4177 - logits_profile_predictions_loss: 1094.1141 - logcount_predictions_loss: 1.3648 401/2081 [====>.........................] - ETA: 23:08 - loss: 1130.4529 - logits_profile_predictions_loss: 1094.1502 - logcount_predictions_loss: 1.3648 402/2081 [====>.........................] - ETA: 23:07 - loss: 1130.4884 - logits_profile_predictions_loss: 1094.1866 - logcount_predictions_loss: 1.3647 403/2081 [====>.........................] - ETA: 23:06 - loss: 1130.5228 - logits_profile_predictions_loss: 1094.2220 - logcount_predictions_loss: 1.3647 404/2081 [====>.........................] - ETA: 23:05 - loss: 1130.5550 - logits_profile_predictions_loss: 1094.2552 - logcount_predictions_loss: 1.3647 405/2081 [====>.........................] - ETA: 23:05 - loss: 1130.5865 - logits_profile_predictions_loss: 1094.2877 - logcount_predictions_loss: 1.3646 406/2081 [====>.........................] - ETA: 23:04 - loss: 1130.6166 - logits_profile_predictions_loss: 1094.3190 - logcount_predictions_loss: 1.3646 407/2081 [====>.........................] - ETA: 23:03 - loss: 1130.6477 - logits_profile_predictions_loss: 1094.3512 - logcount_predictions_loss: 1.3645 408/2081 [====>.........................] - ETA: 23:02 - loss: 1130.6791 - logits_profile_predictions_loss: 1094.3837 - logcount_predictions_loss: 1.3645 409/2081 [====>.........................] - ETA: 23:01 - loss: 1130.7106 - logits_profile_predictions_loss: 1094.4163 - logcount_predictions_loss: 1.3645 410/2081 [====>.........................] - ETA: 23:01 - loss: 1130.7416 - logits_profile_predictions_loss: 1094.4485 - logcount_predictions_loss: 1.3644 411/2081 [====>.........................] - ETA: 23:00 - loss: 1130.7713 - logits_profile_predictions_loss: 1094.4794 - logcount_predictions_loss: 1.3644 412/2081 [====>.........................] - ETA: 22:59 - loss: 1130.8005 - logits_profile_predictions_loss: 1094.5099 - logcount_predictions_loss: 1.3643 413/2081 [====>.........................] - ETA: 22:58 - loss: 1130.8302 - logits_profile_predictions_loss: 1094.5409 - logcount_predictions_loss: 1.3643 414/2081 [====>.........................] - ETA: 22:57 - loss: 1130.8593 - logits_profile_predictions_loss: 1094.5713 - logcount_predictions_loss: 1.3642 415/2081 [====>.........................] - ETA: 22:56 - loss: 1130.8878 - logits_profile_predictions_loss: 1094.6013 - logcount_predictions_loss: 1.3642 416/2081 [====>.........................] - ETA: 22:56 - loss: 1130.9153 - logits_profile_predictions_loss: 1094.6301 - logcount_predictions_loss: 1.3641 417/2081 [=====>........................] - ETA: 22:55 - loss: 1130.9441 - logits_profile_predictions_loss: 1094.6602 - logcount_predictions_loss: 1.3641 418/2081 [=====>........................] - ETA: 22:54 - loss: 1130.9727 - logits_profile_predictions_loss: 1094.6902 - logcount_predictions_loss: 1.3640 419/2081 [=====>........................] - ETA: 22:53 - loss: 1131.0003 - logits_profile_predictions_loss: 1094.7193 - logcount_predictions_loss: 1.3640 420/2081 [=====>........................] - ETA: 22:52 - loss: 1131.0280 - logits_profile_predictions_loss: 1094.7484 - logcount_predictions_loss: 1.3639 421/2081 [=====>........................] - ETA: 22:51 - loss: 1131.0564 - logits_profile_predictions_loss: 1094.7782 - logcount_predictions_loss: 1.3639 422/2081 [=====>........................] - ETA: 22:51 - loss: 1131.0839 - logits_profile_predictions_loss: 1094.8072 - logcount_predictions_loss: 1.3638 423/2081 [=====>........................] - ETA: 22:50 - loss: 1131.1124 - logits_profile_predictions_loss: 1094.8372 - logcount_predictions_loss: 1.3637 424/2081 [=====>........................] - ETA: 22:49 - loss: 1131.1405 - logits_profile_predictions_loss: 1094.8667 - logcount_predictions_loss: 1.3637 425/2081 [=====>........................] - ETA: 22:48 - loss: 1131.1682 - logits_profile_predictions_loss: 1094.8959 - logcount_predictions_loss: 1.3636 426/2081 [=====>........................] - ETA: 22:47 - loss: 1131.1967 - logits_profile_predictions_loss: 1094.9258 - logcount_predictions_loss: 1.3636 427/2081 [=====>........................] - ETA: 22:46 - loss: 1131.2255 - logits_profile_predictions_loss: 1094.9560 - logcount_predictions_loss: 1.3635 428/2081 [=====>........................] - ETA: 22:46 - loss: 1131.2533 - logits_profile_predictions_loss: 1094.9852 - logcount_predictions_loss: 1.3635 429/2081 [=====>........................] - ETA: 22:45 - loss: 1131.2812 - logits_profile_predictions_loss: 1095.0146 - logcount_predictions_loss: 1.3634 430/2081 [=====>........................] - ETA: 22:44 - loss: 1131.3101 - logits_profile_predictions_loss: 1095.0448 - logcount_predictions_loss: 1.3634 431/2081 [=====>........................] - ETA: 22:43 - loss: 1131.3382 - logits_profile_predictions_loss: 1095.0743 - logcount_predictions_loss: 1.3633 432/2081 [=====>........................] - ETA: 22:42 - loss: 1131.3664 - logits_profile_predictions_loss: 1095.1038 - logcount_predictions_loss: 1.3633 433/2081 [=====>........................] - ETA: 22:42 - loss: 1131.3950 - logits_profile_predictions_loss: 1095.1338 - logcount_predictions_loss: 1.3632 434/2081 [=====>........................] - ETA: 22:41 - loss: 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ETA: 9s - loss: 1135.2586 - logits_profile_predictions_loss: 1100.4101 - logcount_predictions_loss: 1.3101  2070/2081 [============================>.] - ETA: 9s - loss: 1135.2544 - logits_profile_predictions_loss: 1100.4067 - logcount_predictions_loss: 1.3101 2071/2081 [============================>.] - ETA: 8s - loss: 1135.2504 - logits_profile_predictions_loss: 1100.4035 - logcount_predictions_loss: 1.3100 2072/2081 [============================>.] - ETA: 7s - loss: 1135.2464 - logits_profile_predictions_loss: 1100.4002 - logcount_predictions_loss: 1.3100 2073/2081 [============================>.] - ETA: 6s - loss: 1135.2424 - logits_profile_predictions_loss: 1100.3969 - logcount_predictions_loss: 1.3100 2074/2081 [============================>.] - ETA: 5s - loss: 1135.2383 - logits_profile_predictions_loss: 1100.3936 - logcount_predictions_loss: 1.3100 2075/2081 [============================>.] - ETA: 4s - loss: 1135.2341 - logits_profile_predictions_loss: 1100.3902 - logcount_predictions_loss: 1.3099 2076/2081 [============================>.] - ETA: 4s - loss: 1135.2300 - logits_profile_predictions_loss: 1100.3868 - logcount_predictions_loss: 1.3099 2077/2081 [============================>.] - ETA: 3s - loss: 1135.2259 - logits_profile_predictions_loss: 1100.3834 - logcount_predictions_loss: 1.3099 2078/2081 [============================>.] - ETA: 2s - loss: 1135.2218 - logits_profile_predictions_loss: 1100.3801 - logcount_predictions_loss: 1.3098 2079/2081 [============================>.] - ETA: 1s - loss: 1135.2177 - logits_profile_predictions_loss: 1100.3767 - logcount_predictions_loss: 1.3098 2080/2081 [============================>.] - ETA: 0s - loss: 1135.2136 - logits_profile_predictions_loss: 1100.3733 - logcount_predictions_loss: 1.3098 2081/2081 [==============================] - ETA: 0s - loss: 1135.2095 - logits_profile_predictions_loss: 1100.3700 - logcount_predictions_loss: 1.3098 2081/2081 [==============================] - 1781s 856ms/step - loss: 1135.2055 - logits_profile_predictions_loss: 1100.3667 - logcount_predictions_loss: 1.3097 - val_loss: 1139.5125 - val_logits_profile_predictions_loss: 1108.1906 - val_logcount_predictions_loss: 1.1775 + +Epoch 00002: val_loss improved from 1193.81750 to 1139.51245, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 3/50 + 1/2081 [..............................] - ETA: 29:53 - loss: 1055.7920 - logits_profile_predictions_loss: 1021.6203 - logcount_predictions_loss: 1.2846 2/2081 [..............................] - ETA: 28:25 - loss: 1034.1284 - logits_profile_predictions_loss: 997.3887 - logcount_predictions_loss: 1.3812  3/2081 [..............................] - ETA: 28:27 - loss: 1040.1915 - logits_profile_predictions_loss: 1003.0573 - logcount_predictions_loss: 1.3960 4/2081 [..............................] - ETA: 28:28 - loss: 1045.1903 - logits_profile_predictions_loss: 1009.0280 - logcount_predictions_loss: 1.3595 5/2081 [..............................] - ETA: 28:29 - loss: 1043.5836 - logits_profile_predictions_loss: 1008.3256 - logcount_predictions_loss: 1.3255 6/2081 [..............................] - ETA: 28:30 - loss: 1046.0775 - logits_profile_predictions_loss: 1011.5367 - logcount_predictions_loss: 1.2985 7/2081 [..............................] - ETA: 28:29 - loss: 1048.4774 - logits_profile_predictions_loss: 1014.5141 - logcount_predictions_loss: 1.2768 8/2081 [..............................] - ETA: 28:29 - loss: 1050.5467 - logits_profile_predictions_loss: 1017.1496 - logcount_predictions_loss: 1.2555 9/2081 [..............................] - ETA: 28:26 - loss: 1052.8144 - logits_profile_predictions_loss: 1019.8988 - logcount_predictions_loss: 1.2374 10/2081 [..............................] - ETA: 28:26 - loss: 1057.3965 - logits_profile_predictions_loss: 1024.8857 - logcount_predictions_loss: 1.2222 11/2081 [..............................] - ETA: 28:24 - loss: 1060.4861 - logits_profile_predictions_loss: 1028.2118 - logcount_predictions_loss: 1.2133 12/2081 [..............................] - ETA: 28:24 - loss: 1062.6233 - logits_profile_predictions_loss: 1030.5864 - logcount_predictions_loss: 1.2044 13/2081 [..............................] - ETA: 28:24 - loss: 1063.6790 - logits_profile_predictions_loss: 1031.8820 - logcount_predictions_loss: 1.1954 14/2081 [..............................] - ETA: 28:23 - loss: 1064.8556 - logits_profile_predictions_loss: 1033.2592 - logcount_predictions_loss: 1.1878 15/2081 [..............................] - ETA: 28:23 - loss: 1066.0381 - logits_profile_predictions_loss: 1034.6540 - logcount_predictions_loss: 1.1799 16/2081 [..............................] - ETA: 28:22 - loss: 1067.3642 - logits_profile_predictions_loss: 1036.1802 - logcount_predictions_loss: 1.1723 17/2081 [..............................] - ETA: 28:22 - loss: 1068.5785 - logits_profile_predictions_loss: 1037.5700 - logcount_predictions_loss: 1.1657 18/2081 [..............................] - ETA: 28:21 - loss: 1069.4474 - logits_profile_predictions_loss: 1038.5996 - logcount_predictions_loss: 1.1597 19/2081 [..............................] - ETA: 28:20 - loss: 1070.0407 - logits_profile_predictions_loss: 1039.3221 - logcount_predictions_loss: 1.1548 20/2081 [..............................] - ETA: 28:19 - loss: 1070.1702 - logits_profile_predictions_loss: 1039.5676 - logcount_predictions_loss: 1.1505 21/2081 [..............................] - ETA: 28:18 - loss: 1070.7339 - logits_profile_predictions_loss: 1040.2157 - logcount_predictions_loss: 1.1473 22/2081 [..............................] - ETA: 28:17 - loss: 1071.0205 - logits_profile_predictions_loss: 1040.5771 - logcount_predictions_loss: 1.1445 23/2081 [..............................] - ETA: 28:17 - loss: 1071.3723 - logits_profile_predictions_loss: 1040.9958 - logcount_predictions_loss: 1.1420 24/2081 [..............................] - ETA: 28:16 - loss: 1071.7365 - logits_profile_predictions_loss: 1041.4374 - logcount_predictions_loss: 1.1391 25/2081 [..............................] - ETA: 28:15 - loss: 1072.1662 - logits_profile_predictions_loss: 1041.9410 - logcount_predictions_loss: 1.1363 26/2081 [..............................] - ETA: 28:15 - loss: 1072.5488 - logits_profile_predictions_loss: 1042.3845 - logcount_predictions_loss: 1.1340 27/2081 [..............................] - ETA: 28:14 - loss: 1072.7278 - logits_profile_predictions_loss: 1042.6256 - logcount_predictions_loss: 1.1317 28/2081 [..............................] - ETA: 28:14 - loss: 1072.9604 - logits_profile_predictions_loss: 1042.9120 - logcount_predictions_loss: 1.1296 29/2081 [..............................] - ETA: 28:13 - loss: 1073.1367 - logits_profile_predictions_loss: 1043.1361 - logcount_predictions_loss: 1.1278 30/2081 [..............................] - ETA: 28:12 - loss: 1073.3609 - logits_profile_predictions_loss: 1043.3968 - logcount_predictions_loss: 1.1265 31/2081 [..............................] - ETA: 28:11 - loss: 1073.6791 - logits_profile_predictions_loss: 1043.7455 - logcount_predictions_loss: 1.1253 32/2081 [..............................] - ETA: 28:10 - loss: 1073.9044 - logits_profile_predictions_loss: 1044.0007 - logcount_predictions_loss: 1.1242 33/2081 [..............................] - ETA: 28:10 - loss: 1073.9503 - logits_profile_predictions_loss: 1044.0727 - logcount_predictions_loss: 1.1232 34/2081 [..............................] - ETA: 28:09 - loss: 1074.4063 - logits_profile_predictions_loss: 1044.5410 - logcount_predictions_loss: 1.1228 35/2081 [..............................] - ETA: 28:08 - loss: 1074.9559 - logits_profile_predictions_loss: 1045.1036 - logcount_predictions_loss: 1.1223 36/2081 [..............................] - ETA: 28:08 - loss: 1075.3895 - logits_profile_predictions_loss: 1045.5432 - logcount_predictions_loss: 1.1220 37/2081 [..............................] - ETA: 28:07 - loss: 1075.6685 - logits_profile_predictions_loss: 1045.8303 - logcount_predictions_loss: 1.1217 38/2081 [..............................] - ETA: 28:06 - loss: 1075.9555 - logits_profile_predictions_loss: 1046.1187 - logcount_predictions_loss: 1.1217 39/2081 [..............................] - ETA: 28:05 - loss: 1076.2549 - logits_profile_predictions_loss: 1046.4199 - logcount_predictions_loss: 1.1216 40/2081 [..............................] - ETA: 28:05 - loss: 1076.5727 - logits_profile_predictions_loss: 1046.7373 - logcount_predictions_loss: 1.1216 41/2081 [..............................] - ETA: 28:04 - loss: 1076.8235 - logits_profile_predictions_loss: 1046.9891 - logcount_predictions_loss: 1.1216 42/2081 [..............................] - ETA: 28:03 - loss: 1077.3152 - logits_profile_predictions_loss: 1047.4835 - logcount_predictions_loss: 1.1215 43/2081 [..............................] - ETA: 28:02 - loss: 1077.7748 - logits_profile_predictions_loss: 1047.9457 - logcount_predictions_loss: 1.1214 44/2081 [..............................] - ETA: 28:01 - loss: 1078.1863 - logits_profile_predictions_loss: 1048.3536 - logcount_predictions_loss: 1.1215 45/2081 [..............................] - ETA: 28:00 - loss: 1078.5149 - logits_profile_predictions_loss: 1048.6824 - logcount_predictions_loss: 1.1215 46/2081 [..............................] - ETA: 27:59 - loss: 1078.8945 - logits_profile_predictions_loss: 1049.0629 - logcount_predictions_loss: 1.1215 47/2081 [..............................] - ETA: 27:59 - loss: 1079.2069 - logits_profile_predictions_loss: 1049.3755 - logcount_predictions_loss: 1.1215 48/2081 [..............................] - ETA: 27:58 - loss: 1079.6017 - logits_profile_predictions_loss: 1049.7686 - logcount_predictions_loss: 1.1215 49/2081 [..............................] - ETA: 27:57 - loss: 1079.9953 - logits_profile_predictions_loss: 1050.1596 - logcount_predictions_loss: 1.1216 50/2081 [..............................] - ETA: 27:56 - loss: 1080.2975 - logits_profile_predictions_loss: 1050.4589 - logcount_predictions_loss: 1.1217 51/2081 [..............................] - ETA: 27:56 - loss: 1080.6373 - logits_profile_predictions_loss: 1050.7929 - logcount_predictions_loss: 1.1220 52/2081 [..............................] - ETA: 27:55 - loss: 1080.9013 - logits_profile_predictions_loss: 1051.0522 - logcount_predictions_loss: 1.1221 53/2081 [..............................] - ETA: 27:54 - loss: 1081.0959 - logits_profile_predictions_loss: 1051.2426 - logcount_predictions_loss: 1.1223 54/2081 [..............................] - ETA: 27:53 - loss: 1081.3011 - logits_profile_predictions_loss: 1051.4420 - logcount_predictions_loss: 1.1225 55/2081 [..............................] - ETA: 27:52 - loss: 1081.4159 - logits_profile_predictions_loss: 1051.5501 - logcount_predictions_loss: 1.1228 56/2081 [..............................] - ETA: 27:51 - loss: 1081.5246 - logits_profile_predictions_loss: 1051.6542 - logcount_predictions_loss: 1.1229 57/2081 [..............................] - ETA: 27:51 - loss: 1081.6325 - logits_profile_predictions_loss: 1051.7566 - logcount_predictions_loss: 1.1232 58/2081 [..............................] - ETA: 27:50 - loss: 1081.7378 - logits_profile_predictions_loss: 1051.8560 - logcount_predictions_loss: 1.1234 59/2081 [..............................] - ETA: 27:49 - loss: 1081.8774 - logits_profile_predictions_loss: 1051.9887 - logcount_predictions_loss: 1.1236 60/2081 [..............................] - ETA: 27:48 - loss: 1082.0500 - logits_profile_predictions_loss: 1052.1557 - logcount_predictions_loss: 1.1238 61/2081 [..............................] - ETA: 27:47 - loss: 1082.2164 - logits_profile_predictions_loss: 1052.3163 - logcount_predictions_loss: 1.1241 62/2081 [..............................] - ETA: 27:47 - loss: 1082.4212 - logits_profile_predictions_loss: 1052.5160 - logcount_predictions_loss: 1.1242 63/2081 [..............................] - ETA: 27:46 - loss: 1082.5839 - logits_profile_predictions_loss: 1052.6746 - logcount_predictions_loss: 1.1244 64/2081 [..............................] - ETA: 27:45 - loss: 1082.7898 - logits_profile_predictions_loss: 1052.8786 - logcount_predictions_loss: 1.1245 65/2081 [..............................] - ETA: 27:44 - loss: 1083.0373 - logits_profile_predictions_loss: 1053.1225 - logcount_predictions_loss: 1.1246 66/2081 [..............................] - ETA: 27:43 - loss: 1083.2756 - logits_profile_predictions_loss: 1053.3590 - logcount_predictions_loss: 1.1247 67/2081 [..............................] - ETA: 27:42 - loss: 1083.4736 - logits_profile_predictions_loss: 1053.5562 - logcount_predictions_loss: 1.1247 68/2081 [..............................] - ETA: 27:41 - loss: 1083.6276 - logits_profile_predictions_loss: 1053.7104 - logcount_predictions_loss: 1.1247 69/2081 [..............................] - ETA: 27:41 - loss: 1083.8463 - logits_profile_predictions_loss: 1053.9289 - logcount_predictions_loss: 1.1247 70/2081 [>.............................] - ETA: 27:40 - loss: 1084.0091 - logits_profile_predictions_loss: 1054.0910 - logcount_predictions_loss: 1.1247 71/2081 [>.............................] - ETA: 27:39 - loss: 1084.1584 - logits_profile_predictions_loss: 1054.2401 - logcount_predictions_loss: 1.1247 72/2081 [>.............................] - ETA: 27:38 - loss: 1084.3069 - logits_profile_predictions_loss: 1054.3888 - logcount_predictions_loss: 1.1247 73/2081 [>.............................] - ETA: 27:37 - loss: 1084.4317 - logits_profile_predictions_loss: 1054.5143 - logcount_predictions_loss: 1.1247 74/2081 [>.............................] - ETA: 27:36 - loss: 1084.5436 - logits_profile_predictions_loss: 1054.6263 - logcount_predictions_loss: 1.1247 75/2081 [>.............................] - ETA: 27:35 - loss: 1084.6514 - logits_profile_predictions_loss: 1054.7345 - logcount_predictions_loss: 1.1247 76/2081 [>.............................] - ETA: 27:34 - loss: 1084.7736 - logits_profile_predictions_loss: 1054.8582 - logcount_predictions_loss: 1.1246 77/2081 [>.............................] - ETA: 27:34 - loss: 1084.8578 - logits_profile_predictions_loss: 1054.9443 - logcount_predictions_loss: 1.1246 78/2081 [>.............................] - ETA: 27:33 - loss: 1084.9158 - logits_profile_predictions_loss: 1055.0048 - logcount_predictions_loss: 1.1245 79/2081 [>.............................] - ETA: 27:32 - loss: 1084.9791 - logits_profile_predictions_loss: 1055.0709 - logcount_predictions_loss: 1.1244 80/2081 [>.............................] - ETA: 27:31 - loss: 1085.0572 - logits_profile_predictions_loss: 1055.1495 - logcount_predictions_loss: 1.1243 81/2081 [>.............................] - ETA: 27:31 - loss: 1085.1134 - logits_profile_predictions_loss: 1055.2062 - logcount_predictions_loss: 1.1243 82/2081 [>.............................] - ETA: 27:30 - loss: 1085.2102 - logits_profile_predictions_loss: 1055.3030 - logcount_predictions_loss: 1.1243 83/2081 [>.............................] - ETA: 27:29 - loss: 1085.2922 - logits_profile_predictions_loss: 1055.3856 - logcount_predictions_loss: 1.1243 84/2081 [>.............................] - ETA: 27:28 - loss: 1085.3233 - logits_profile_predictions_loss: 1055.4187 - logcount_predictions_loss: 1.1242 85/2081 [>.............................] - ETA: 27:27 - loss: 1085.3454 - logits_profile_predictions_loss: 1055.4436 - logcount_predictions_loss: 1.1241 86/2081 [>.............................] - ETA: 27:26 - loss: 1085.3487 - logits_profile_predictions_loss: 1055.4507 - logcount_predictions_loss: 1.1240 87/2081 [>.............................] - ETA: 27:26 - loss: 1085.3704 - logits_profile_predictions_loss: 1055.4748 - logcount_predictions_loss: 1.1239 88/2081 [>.............................] - ETA: 27:25 - loss: 1085.3662 - logits_profile_predictions_loss: 1055.4736 - logcount_predictions_loss: 1.1238 89/2081 [>.............................] - ETA: 27:24 - loss: 1085.3697 - logits_profile_predictions_loss: 1055.4798 - logcount_predictions_loss: 1.1237 90/2081 [>.............................] - ETA: 27:23 - loss: 1085.3468 - logits_profile_predictions_loss: 1055.4600 - logcount_predictions_loss: 1.1236 91/2081 [>.............................] - ETA: 27:22 - loss: 1085.3055 - logits_profile_predictions_loss: 1055.4225 - logcount_predictions_loss: 1.1234 92/2081 [>.............................] - ETA: 27:22 - loss: 1085.2718 - logits_profile_predictions_loss: 1055.3914 - logcount_predictions_loss: 1.1233 93/2081 [>.............................] - ETA: 27:21 - loss: 1085.2498 - logits_profile_predictions_loss: 1055.3718 - logcount_predictions_loss: 1.1232 94/2081 [>.............................] - ETA: 27:20 - loss: 1085.2184 - logits_profile_predictions_loss: 1055.3426 - logcount_predictions_loss: 1.1231 95/2081 [>.............................] - ETA: 27:19 - loss: 1085.1900 - logits_profile_predictions_loss: 1055.3166 - logcount_predictions_loss: 1.1231 96/2081 [>.............................] - ETA: 27:18 - loss: 1085.1457 - logits_profile_predictions_loss: 1055.2747 - logcount_predictions_loss: 1.1230 97/2081 [>.............................] - ETA: 27:17 - loss: 1085.0982 - logits_profile_predictions_loss: 1055.2298 - logcount_predictions_loss: 1.1229 98/2081 [>.............................] - ETA: 27:17 - loss: 1085.0400 - logits_profile_predictions_loss: 1055.1747 - logcount_predictions_loss: 1.1227 99/2081 [>.............................] - ETA: 27:16 - loss: 1084.9874 - logits_profile_predictions_loss: 1055.1249 - logcount_predictions_loss: 1.1226 100/2081 [>.............................] - ETA: 27:15 - loss: 1084.9521 - logits_profile_predictions_loss: 1055.0922 - logcount_predictions_loss: 1.1225 101/2081 [>.............................] - ETA: 27:14 - loss: 1084.8812 - logits_profile_predictions_loss: 1055.0245 - logcount_predictions_loss: 1.1224 102/2081 [>.............................] - ETA: 27:13 - loss: 1084.7900 - logits_profile_predictions_loss: 1054.9370 - logcount_predictions_loss: 1.1223 103/2081 [>.............................] - ETA: 27:12 - loss: 1084.6885 - logits_profile_predictions_loss: 1054.8389 - logcount_predictions_loss: 1.1222 104/2081 [>.............................] - ETA: 27:11 - loss: 1084.5800 - logits_profile_predictions_loss: 1054.7338 - logcount_predictions_loss: 1.1220 105/2081 [>.............................] - ETA: 27:11 - loss: 1084.4574 - logits_profile_predictions_loss: 1054.6146 - logcount_predictions_loss: 1.1219 106/2081 [>.............................] - ETA: 27:10 - loss: 1084.3459 - logits_profile_predictions_loss: 1054.5058 - logcount_predictions_loss: 1.1218 107/2081 [>.............................] - ETA: 27:09 - loss: 1084.2491 - logits_profile_predictions_loss: 1054.4119 - logcount_predictions_loss: 1.1217 108/2081 [>.............................] - ETA: 27:08 - loss: 1084.1623 - logits_profile_predictions_loss: 1054.3283 - logcount_predictions_loss: 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logcount_predictions_loss: 1.1205 2059/2081 [============================>.] - ETA: 18s - loss: 1098.2844 - logits_profile_predictions_loss: 1068.4805 - logcount_predictions_loss: 1.1205 2060/2081 [============================>.] - ETA: 17s - loss: 1098.2823 - logits_profile_predictions_loss: 1068.4786 - logcount_predictions_loss: 1.1205 2061/2081 [============================>.] - ETA: 16s - loss: 1098.2802 - logits_profile_predictions_loss: 1068.4766 - logcount_predictions_loss: 1.1204 2062/2081 [============================>.] - ETA: 15s - loss: 1098.2781 - logits_profile_predictions_loss: 1068.4747 - logcount_predictions_loss: 1.1204 2063/2081 [============================>.] - ETA: 14s - loss: 1098.2759 - logits_profile_predictions_loss: 1068.4728 - logcount_predictions_loss: 1.1204 2064/2081 [============================>.] - ETA: 14s - loss: 1098.2738 - logits_profile_predictions_loss: 1068.4709 - logcount_predictions_loss: 1.1204 2065/2081 [============================>.] - 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logcount_predictions_loss: 1.1204 2072/2081 [============================>.] - ETA: 7s - loss: 1098.2568 - logits_profile_predictions_loss: 1068.4555 - logcount_predictions_loss: 1.1204 2073/2081 [============================>.] - ETA: 6s - loss: 1098.2545 - logits_profile_predictions_loss: 1068.4535 - logcount_predictions_loss: 1.1203 2074/2081 [============================>.] - ETA: 5s - loss: 1098.2523 - logits_profile_predictions_loss: 1068.4515 - logcount_predictions_loss: 1.1203 2075/2081 [============================>.] - ETA: 4s - loss: 1098.2501 - logits_profile_predictions_loss: 1068.4495 - logcount_predictions_loss: 1.1203 2076/2081 [============================>.] - ETA: 4s - loss: 1098.2478 - logits_profile_predictions_loss: 1068.4475 - logcount_predictions_loss: 1.1203 2077/2081 [============================>.] - ETA: 3s - loss: 1098.2456 - logits_profile_predictions_loss: 1068.4455 - logcount_predictions_loss: 1.1203 2078/2081 [============================>.] - ETA: 2s - loss: 1098.2433 - logits_profile_predictions_loss: 1068.4434 - logcount_predictions_loss: 1.1203 2079/2081 [============================>.] - ETA: 1s - loss: 1098.2411 - logits_profile_predictions_loss: 1068.4414 - logcount_predictions_loss: 1.1203 2080/2081 [============================>.] - ETA: 0s - loss: 1098.2388 - logits_profile_predictions_loss: 1068.4393 - logcount_predictions_loss: 1.1203 2081/2081 [==============================] - ETA: 0s - loss: 1098.2365 - logits_profile_predictions_loss: 1068.4373 - logcount_predictions_loss: 1.1203 2081/2081 [==============================] - 1780s 855ms/step - loss: 1098.2343 - logits_profile_predictions_loss: 1068.4352 - logcount_predictions_loss: 1.1203 - val_loss: 1160.9725 - val_logits_profile_predictions_loss: 1133.7847 - val_logcount_predictions_loss: 1.0221 + +Epoch 00003: val_loss did not improve from 1139.51245 +Epoch 4/50 + 1/2081 [..............................] - ETA: 30:05 - loss: 976.0639 - logits_profile_predictions_loss: 949.3461 - logcount_predictions_loss: 1.0044 2/2081 [..............................] - ETA: 28:23 - loss: 979.8661 - logits_profile_predictions_loss: 953.4212 - logcount_predictions_loss: 0.9942 3/2081 [..............................] - ETA: 28:22 - loss: 976.8939 - logits_profile_predictions_loss: 949.2327 - logcount_predictions_loss: 1.0399 4/2081 [..............................] - ETA: 28:24 - loss: 983.2383 - logits_profile_predictions_loss: 955.0708 - logcount_predictions_loss: 1.0589 5/2081 [..............................] - ETA: 28:24 - loss: 990.0220 - logits_profile_predictions_loss: 961.3193 - logcount_predictions_loss: 1.0790 6/2081 [..............................] - ETA: 28:23 - loss: 995.7157 - logits_profile_predictions_loss: 966.5270 - logcount_predictions_loss: 1.0973 7/2081 [..............................] - ETA: 28:21 - loss: 998.6085 - logits_profile_predictions_loss: 969.0410 - logcount_predictions_loss: 1.1116 8/2081 [..............................] - ETA: 28:21 - loss: 999.2805 - logits_profile_predictions_loss: 969.6024 - logcount_predictions_loss: 1.1157 9/2081 [..............................] - ETA: 28:22 - loss: 1000.4825 - logits_profile_predictions_loss: 970.7448 - logcount_predictions_loss: 1.1180 10/2081 [..............................] - ETA: 28:21 - loss: 1002.5173 - logits_profile_predictions_loss: 972.8054 - logcount_predictions_loss: 1.1170 11/2081 [..............................] - ETA: 28:21 - loss: 1006.4962 - logits_profile_predictions_loss: 976.7653 - logcount_predictions_loss: 1.1177 12/2081 [..............................] - ETA: 28:20 - loss: 1010.6878 - logits_profile_predictions_loss: 980.9682 - logcount_predictions_loss: 1.1173 13/2081 [..............................] - ETA: 28:19 - loss: 1014.9861 - logits_profile_predictions_loss: 985.2806 - logcount_predictions_loss: 1.1167 14/2081 [..............................] - ETA: 28:18 - loss: 1019.2160 - logits_profile_predictions_loss: 989.5537 - logcount_predictions_loss: 1.1151 15/2081 [..............................] - ETA: 28:17 - loss: 1023.8585 - logits_profile_predictions_loss: 994.2389 - logcount_predictions_loss: 1.1135 16/2081 [..............................] - ETA: 28:17 - loss: 1027.9547 - logits_profile_predictions_loss: 998.3943 - logcount_predictions_loss: 1.1113 17/2081 [..............................] - ETA: 28:16 - loss: 1032.1991 - logits_profile_predictions_loss: 1002.6974 - logcount_predictions_loss: 1.1091 18/2081 [..............................] - ETA: 28:15 - loss: 1037.0309 - logits_profile_predictions_loss: 1007.5655 - logcount_predictions_loss: 1.1077 19/2081 [..............................] - ETA: 28:15 - loss: 1041.3334 - logits_profile_predictions_loss: 1011.9067 - logcount_predictions_loss: 1.1063 20/2081 [..............................] - ETA: 28:14 - loss: 1044.6635 - logits_profile_predictions_loss: 1015.2607 - logcount_predictions_loss: 1.1054 21/2081 [..............................] - ETA: 28:14 - loss: 1047.8321 - logits_profile_predictions_loss: 1018.4489 - logcount_predictions_loss: 1.1046 22/2081 [..............................] - ETA: 28:13 - loss: 1050.2962 - logits_profile_predictions_loss: 1020.9353 - logcount_predictions_loss: 1.1038 23/2081 [..............................] - ETA: 28:13 - loss: 1052.8000 - logits_profile_predictions_loss: 1023.4484 - logcount_predictions_loss: 1.1034 24/2081 [..............................] - ETA: 28:12 - loss: 1055.2304 - logits_profile_predictions_loss: 1025.8783 - logcount_predictions_loss: 1.1035 25/2081 [..............................] - ETA: 28:11 - loss: 1057.3398 - logits_profile_predictions_loss: 1027.9850 - logcount_predictions_loss: 1.1036 26/2081 [..............................] - ETA: 28:10 - loss: 1058.8060 - logits_profile_predictions_loss: 1029.4586 - logcount_predictions_loss: 1.1033 27/2081 [..............................] - ETA: 28:09 - loss: 1060.2326 - logits_profile_predictions_loss: 1030.8868 - logcount_predictions_loss: 1.1032 28/2081 [..............................] - ETA: 28:09 - loss: 1061.6359 - logits_profile_predictions_loss: 1032.2844 - logcount_predictions_loss: 1.1034 29/2081 [..............................] - ETA: 28:08 - loss: 1062.9742 - logits_profile_predictions_loss: 1033.6268 - logcount_predictions_loss: 1.1033 30/2081 [..............................] - ETA: 28:07 - loss: 1064.2819 - logits_profile_predictions_loss: 1034.9439 - logcount_predictions_loss: 1.1029 31/2081 [..............................] - ETA: 28:06 - loss: 1065.4960 - logits_profile_predictions_loss: 1036.1763 - logcount_predictions_loss: 1.1022 32/2081 [..............................] - ETA: 28:06 - loss: 1066.6005 - logits_profile_predictions_loss: 1037.2997 - logcount_predictions_loss: 1.1015 33/2081 [..............................] - ETA: 28:05 - loss: 1067.4859 - logits_profile_predictions_loss: 1038.1985 - logcount_predictions_loss: 1.1010 34/2081 [..............................] - ETA: 28:04 - loss: 1068.4641 - logits_profile_predictions_loss: 1039.1860 - logcount_predictions_loss: 1.1007 35/2081 [..............................] - ETA: 28:03 - loss: 1069.3603 - logits_profile_predictions_loss: 1040.0944 - logcount_predictions_loss: 1.1002 36/2081 [..............................] - ETA: 28:02 - loss: 1070.1490 - logits_profile_predictions_loss: 1040.8878 - logcount_predictions_loss: 1.1000 37/2081 [..............................] - ETA: 28:02 - loss: 1070.9989 - logits_profile_predictions_loss: 1041.7402 - logcount_predictions_loss: 1.0999 38/2081 [..............................] - ETA: 28:01 - loss: 1071.8006 - logits_profile_predictions_loss: 1042.5474 - logcount_predictions_loss: 1.0997 39/2081 [..............................] - ETA: 28:00 - loss: 1072.4561 - logits_profile_predictions_loss: 1043.2102 - logcount_predictions_loss: 1.0995 40/2081 [..............................] - ETA: 28:00 - loss: 1073.2698 - logits_profile_predictions_loss: 1044.0367 - logcount_predictions_loss: 1.0990 41/2081 [..............................] - ETA: 27:59 - loss: 1074.0368 - logits_profile_predictions_loss: 1044.8046 - logcount_predictions_loss: 1.0990 42/2081 [..............................] - ETA: 27:58 - loss: 1074.7088 - logits_profile_predictions_loss: 1045.4718 - logcount_predictions_loss: 1.0991 43/2081 [..............................] - ETA: 27:57 - loss: 1075.3999 - logits_profile_predictions_loss: 1046.1493 - logcount_predictions_loss: 1.0996 44/2081 [..............................] - ETA: 27:56 - loss: 1076.0808 - logits_profile_predictions_loss: 1046.8152 - logcount_predictions_loss: 1.1002 45/2081 [..............................] - ETA: 27:55 - loss: 1076.8902 - logits_profile_predictions_loss: 1047.6091 - logcount_predictions_loss: 1.1008 46/2081 [..............................] - ETA: 27:54 - loss: 1077.6452 - logits_profile_predictions_loss: 1048.3496 - logcount_predictions_loss: 1.1013 47/2081 [..............................] - ETA: 27:54 - loss: 1078.3243 - 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logcount_predictions_loss: 1.0490 2081/2081 [==============================] - 1776s 853ms/step - loss: 1080.7603 - logits_profile_predictions_loss: 1052.8585 - logcount_predictions_loss: 1.0490 - val_loss: 1115.1984 - val_logits_profile_predictions_loss: 1082.9365 - val_logcount_predictions_loss: 1.2128 + +Epoch 00004: val_loss improved from 1139.51245 to 1115.19836, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/2081 [..............................] - ETA: 30:13 - loss: 1153.3053 - logits_profile_predictions_loss: 1125.8682 - logcount_predictions_loss: 1.0315 2/2081 [..............................] - ETA: 28:30 - loss: 1112.3583 - logits_profile_predictions_loss: 1079.5662 - logcount_predictions_loss: 1.2328 3/2081 [..............................] - ETA: 28:35 - loss: 1134.2142 - logits_profile_predictions_loss: 1100.5741 - logcount_predictions_loss: 1.2647 4/2081 [..............................] - ETA: 28:34 - loss: 1141.2017 - logits_profile_predictions_loss: 1107.7798 - logcount_predictions_loss: 1.2565 5/2081 [..............................] - ETA: 28:33 - loss: 1145.9081 - logits_profile_predictions_loss: 1112.9677 - logcount_predictions_loss: 1.2384 6/2081 [..............................] - ETA: 28:31 - loss: 1145.1533 - logits_profile_predictions_loss: 1112.5241 - logcount_predictions_loss: 1.2267 7/2081 [..............................] - ETA: 28:30 - loss: 1144.1968 - logits_profile_predictions_loss: 1111.8566 - logcount_predictions_loss: 1.2158 8/2081 [..............................] - ETA: 28:27 - loss: 1145.6984 - logits_profile_predictions_loss: 1113.4915 - logcount_predictions_loss: 1.2108 9/2081 [..............................] - ETA: 28:26 - loss: 1146.2415 - logits_profile_predictions_loss: 1114.2007 - logcount_predictions_loss: 1.2045 10/2081 [..............................] - ETA: 28:25 - loss: 1145.7020 - logits_profile_predictions_loss: 1113.8761 - logcount_predictions_loss: 1.1965 11/2081 [..............................] - ETA: 28:24 - loss: 1146.9809 - logits_profile_predictions_loss: 1115.3944 - logcount_predictions_loss: 1.1875 12/2081 [..............................] - ETA: 28:24 - loss: 1146.8190 - logits_profile_predictions_loss: 1115.4901 - logcount_predictions_loss: 1.1778 13/2081 [..............................] - ETA: 28:22 - loss: 1147.4305 - logits_profile_predictions_loss: 1116.3288 - logcount_predictions_loss: 1.1692 14/2081 [..............................] - ETA: 28:21 - loss: 1147.4743 - logits_profile_predictions_loss: 1116.6057 - logcount_predictions_loss: 1.1605 15/2081 [..............................] - ETA: 28:21 - loss: 1147.3095 - logits_profile_predictions_loss: 1116.6699 - logcount_predictions_loss: 1.1519 16/2081 [..............................] - ETA: 28:21 - loss: 1146.9128 - logits_profile_predictions_loss: 1116.4714 - logcount_predictions_loss: 1.1444 17/2081 [..............................] - ETA: 28:19 - loss: 1145.4522 - logits_profile_predictions_loss: 1115.2218 - logcount_predictions_loss: 1.1365 18/2081 [..............................] - ETA: 28:19 - loss: 1144.5093 - logits_profile_predictions_loss: 1114.4508 - logcount_predictions_loss: 1.1300 19/2081 [..............................] - ETA: 28:18 - loss: 1143.6967 - logits_profile_predictions_loss: 1113.7950 - logcount_predictions_loss: 1.1241 20/2081 [..............................] - ETA: 28:17 - loss: 1143.0277 - logits_profile_predictions_loss: 1113.2651 - logcount_predictions_loss: 1.1189 21/2081 [..............................] - ETA: 28:17 - loss: 1142.1167 - logits_profile_predictions_loss: 1112.4708 - logcount_predictions_loss: 1.1145 22/2081 [..............................] - ETA: 28:16 - loss: 1141.1462 - logits_profile_predictions_loss: 1111.6096 - logcount_predictions_loss: 1.1104 23/2081 [..............................] - ETA: 28:16 - loss: 1140.3340 - logits_profile_predictions_loss: 1110.8908 - logcount_predictions_loss: 1.1069 24/2081 [..............................] - ETA: 28:15 - loss: 1139.4167 - logits_profile_predictions_loss: 1110.0743 - logcount_predictions_loss: 1.1031 25/2081 [..............................] - ETA: 28:15 - loss: 1138.4262 - logits_profile_predictions_loss: 1109.1752 - logcount_predictions_loss: 1.0997 26/2081 [..............................] - ETA: 28:14 - loss: 1137.3781 - logits_profile_predictions_loss: 1108.2150 - logcount_predictions_loss: 1.0964 27/2081 [..............................] - ETA: 28:13 - loss: 1135.9790 - logits_profile_predictions_loss: 1106.9023 - logcount_predictions_loss: 1.0931 28/2081 [..............................] - ETA: 28:13 - loss: 1134.8945 - logits_profile_predictions_loss: 1105.8915 - logcount_predictions_loss: 1.0903 29/2081 [..............................] - ETA: 28:12 - loss: 1133.6713 - logits_profile_predictions_loss: 1104.7426 - logcount_predictions_loss: 1.0875 30/2081 [..............................] - ETA: 28:11 - loss: 1132.5277 - logits_profile_predictions_loss: 1103.6716 - logcount_predictions_loss: 1.0848 31/2081 [..............................] - ETA: 28:10 - loss: 1131.6135 - logits_profile_predictions_loss: 1102.8254 - logcount_predictions_loss: 1.0823 32/2081 [..............................] - ETA: 28:09 - loss: 1130.5860 - logits_profile_predictions_loss: 1101.8473 - logcount_predictions_loss: 1.0804 33/2081 [..............................] - ETA: 28:09 - loss: 1129.5398 - logits_profile_predictions_loss: 1100.8540 - logcount_predictions_loss: 1.0784 34/2081 [..............................] - ETA: 28:08 - loss: 1128.6064 - logits_profile_predictions_loss: 1099.9771 - logcount_predictions_loss: 1.0763 35/2081 [..............................] - ETA: 28:07 - loss: 1127.7376 - logits_profile_predictions_loss: 1099.1680 - logcount_predictions_loss: 1.0740 36/2081 [..............................] - ETA: 28:06 - loss: 1126.9107 - logits_profile_predictions_loss: 1098.4015 - logcount_predictions_loss: 1.0718 37/2081 [..............................] - ETA: 28:05 - loss: 1126.1634 - logits_profile_predictions_loss: 1097.7057 - logcount_predictions_loss: 1.0698 38/2081 [..............................] - ETA: 28:04 - loss: 1125.4043 - logits_profile_predictions_loss: 1097.0007 - logcount_predictions_loss: 1.0678 39/2081 [..............................] - ETA: 28:03 - loss: 1124.5790 - logits_profile_predictions_loss: 1096.2230 - logcount_predictions_loss: 1.0660 40/2081 [..............................] - ETA: 28:03 - loss: 1123.7246 - logits_profile_predictions_loss: 1095.4131 - logcount_predictions_loss: 1.0643 41/2081 [..............................] - ETA: 28:02 - loss: 1122.8469 - logits_profile_predictions_loss: 1094.5803 - logcount_predictions_loss: 1.0627 42/2081 [..............................] - ETA: 28:01 - loss: 1122.0304 - logits_profile_predictions_loss: 1093.8114 - logcount_predictions_loss: 1.0609 43/2081 [..............................] - ETA: 28:00 - loss: 1121.1849 - logits_profile_predictions_loss: 1093.0120 - logcount_predictions_loss: 1.0591 44/2081 [..............................] - ETA: 28:00 - loss: 1120.3543 - logits_profile_predictions_loss: 1092.2252 - logcount_predictions_loss: 1.0575 45/2081 [..............................] - ETA: 27:59 - loss: 1119.5241 - logits_profile_predictions_loss: 1091.4349 - logcount_predictions_loss: 1.0560 46/2081 [..............................] - ETA: 27:58 - loss: 1118.8109 - logits_profile_predictions_loss: 1090.7595 - logcount_predictions_loss: 1.0546 47/2081 [..............................] - ETA: 27:57 - loss: 1118.1758 - logits_profile_predictions_loss: 1090.1626 - logcount_predictions_loss: 1.0531 48/2081 [..............................] - ETA: 27:56 - loss: 1117.4866 - logits_profile_predictions_loss: 1089.5127 - logcount_predictions_loss: 1.0517 49/2081 [..............................] - ETA: 27:56 - loss: 1116.8221 - logits_profile_predictions_loss: 1088.8849 - logcount_predictions_loss: 1.0503 50/2081 [..............................] - ETA: 27:55 - loss: 1116.2237 - logits_profile_predictions_loss: 1088.3229 - logcount_predictions_loss: 1.0489 51/2081 [..............................] - ETA: 27:54 - loss: 1115.5443 - logits_profile_predictions_loss: 1087.6786 - logcount_predictions_loss: 1.0476 52/2081 [..............................] - ETA: 27:53 - loss: 1114.9194 - logits_profile_predictions_loss: 1087.0887 - logcount_predictions_loss: 1.0463 53/2081 [..............................] - ETA: 27:52 - loss: 1114.2949 - logits_profile_predictions_loss: 1086.4924 - logcount_predictions_loss: 1.0452 54/2081 [..............................] - ETA: 27:52 - loss: 1113.6203 - logits_profile_predictions_loss: 1085.8475 - logcount_predictions_loss: 1.0441 55/2081 [..............................] - ETA: 27:51 - loss: 1112.9544 - logits_profile_predictions_loss: 1085.2082 - logcount_predictions_loss: 1.0431 56/2081 [..............................] - ETA: 27:50 - loss: 1112.2945 - logits_profile_predictions_loss: 1084.5710 - logcount_predictions_loss: 1.0422 57/2081 [..............................] - ETA: 27:49 - loss: 1111.6231 - logits_profile_predictions_loss: 1083.9206 - logcount_predictions_loss: 1.0414 58/2081 [..............................] - ETA: 27:49 - loss: 1111.0281 - logits_profile_predictions_loss: 1083.3440 - logcount_predictions_loss: 1.0408 59/2081 [..............................] - ETA: 27:48 - loss: 1110.4808 - logits_profile_predictions_loss: 1082.8124 - logcount_predictions_loss: 1.0402 60/2081 [..............................] - ETA: 27:47 - loss: 1109.9151 - logits_profile_predictions_loss: 1082.2622 - logcount_predictions_loss: 1.0396 61/2081 [..............................] - ETA: 27:46 - loss: 1109.3080 - logits_profile_predictions_loss: 1081.6641 - logcount_predictions_loss: 1.0392 62/2081 [..............................] - ETA: 27:45 - loss: 1108.7054 - logits_profile_predictions_loss: 1081.0694 - logcount_predictions_loss: 1.0389 63/2081 [..............................] - ETA: 27:44 - loss: 1108.0856 - logits_profile_predictions_loss: 1080.4577 - logcount_predictions_loss: 1.0386 64/2081 [..............................] - ETA: 27:44 - loss: 1107.4549 - logits_profile_predictions_loss: 1079.8369 - logcount_predictions_loss: 1.0383 65/2081 [..............................] - ETA: 27:43 - loss: 1106.9044 - logits_profile_predictions_loss: 1079.2900 - logcount_predictions_loss: 1.0381 66/2081 [..............................] - ETA: 27:42 - loss: 1106.3146 - logits_profile_predictions_loss: 1078.7013 - logcount_predictions_loss: 1.0381 67/2081 [..............................] - ETA: 27:41 - loss: 1105.6912 - logits_profile_predictions_loss: 1078.0772 - logcount_predictions_loss: 1.0381 68/2081 [..............................] - ETA: 27:41 - loss: 1105.0701 - logits_profile_predictions_loss: 1077.4537 - logcount_predictions_loss: 1.0382 69/2081 [..............................] - ETA: 27:40 - loss: 1104.4801 - logits_profile_predictions_loss: 1076.8566 - logcount_predictions_loss: 1.0385 70/2081 [>.............................] - ETA: 27:39 - loss: 1103.8889 - logits_profile_predictions_loss: 1076.2569 - logcount_predictions_loss: 1.0388 71/2081 [>.............................] - ETA: 27:38 - loss: 1103.3646 - logits_profile_predictions_loss: 1075.7216 - logcount_predictions_loss: 1.0392 72/2081 [>.............................] - ETA: 27:37 - loss: 1102.8087 - logits_profile_predictions_loss: 1075.1544 - logcount_predictions_loss: 1.0396 73/2081 [>.............................] - ETA: 27:36 - loss: 1102.2764 - logits_profile_predictions_loss: 1074.6126 - logcount_predictions_loss: 1.0400 74/2081 [>.............................] - ETA: 27:36 - loss: 1101.7632 - logits_profile_predictions_loss: 1074.0885 - logcount_predictions_loss: 1.0404 75/2081 [>.............................] - ETA: 27:35 - loss: 1101.2268 - logits_profile_predictions_loss: 1073.5393 - logcount_predictions_loss: 1.0409 76/2081 [>.............................] - ETA: 27:34 - loss: 1100.7112 - logits_profile_predictions_loss: 1073.0113 - logcount_predictions_loss: 1.0413 77/2081 [>.............................] - ETA: 27:33 - loss: 1100.2155 - logits_profile_predictions_loss: 1072.5039 - logcount_predictions_loss: 1.0418 78/2081 [>.............................] - ETA: 27:32 - loss: 1099.7548 - logits_profile_predictions_loss: 1072.0316 - logcount_predictions_loss: 1.0422 79/2081 [>.............................] - ETA: 27:32 - loss: 1099.3295 - logits_profile_predictions_loss: 1071.5952 - logcount_predictions_loss: 1.0426 80/2081 [>.............................] - ETA: 27:31 - loss: 1098.9157 - logits_profile_predictions_loss: 1071.1715 - logcount_predictions_loss: 1.0430 81/2081 [>.............................] - ETA: 27:30 - loss: 1098.4784 - logits_profile_predictions_loss: 1070.7251 - logcount_predictions_loss: 1.0434 82/2081 [>.............................] - ETA: 27:29 - loss: 1098.0325 - logits_profile_predictions_loss: 1070.2704 - logcount_predictions_loss: 1.0437 83/2081 [>.............................] - ETA: 27:28 - loss: 1097.5969 - logits_profile_predictions_loss: 1069.8269 - logcount_predictions_loss: 1.0440 84/2081 [>.............................] - ETA: 27:28 - loss: 1097.1899 - logits_profile_predictions_loss: 1069.4127 - logcount_predictions_loss: 1.0443 85/2081 [>.............................] - ETA: 27:27 - loss: 1096.7717 - logits_profile_predictions_loss: 1068.9884 - logcount_predictions_loss: 1.0445 86/2081 [>.............................] - ETA: 27:26 - loss: 1096.3897 - logits_profile_predictions_loss: 1068.6005 - logcount_predictions_loss: 1.0447 87/2081 [>.............................] - ETA: 27:25 - loss: 1096.0213 - logits_profile_predictions_loss: 1068.2258 - logcount_predictions_loss: 1.0449 88/2081 [>.............................] - ETA: 27:24 - loss: 1095.6436 - logits_profile_predictions_loss: 1067.8420 - logcount_predictions_loss: 1.0452 89/2081 [>.............................] - ETA: 27:23 - loss: 1095.2713 - logits_profile_predictions_loss: 1067.4638 - logcount_predictions_loss: 1.0454 90/2081 [>.............................] - ETA: 27:22 - loss: 1094.9128 - logits_profile_predictions_loss: 1067.1005 - logcount_predictions_loss: 1.0456 91/2081 [>.............................] - ETA: 27:22 - loss: 1094.5736 - logits_profile_predictions_loss: 1066.7575 - logcount_predictions_loss: 1.0457 92/2081 [>.............................] - ETA: 27:21 - loss: 1094.2533 - logits_profile_predictions_loss: 1066.4324 - logcount_predictions_loss: 1.0459 93/2081 [>.............................] - ETA: 27:20 - loss: 1093.9546 - logits_profile_predictions_loss: 1066.1295 - logcount_predictions_loss: 1.0461 94/2081 [>.............................] - ETA: 27:19 - loss: 1093.6466 - logits_profile_predictions_loss: 1065.8186 - logcount_predictions_loss: 1.0462 95/2081 [>.............................] - ETA: 27:18 - loss: 1093.3368 - logits_profile_predictions_loss: 1065.5053 - logcount_predictions_loss: 1.0463 96/2081 [>.............................] - ETA: 27:18 - loss: 1093.0273 - logits_profile_predictions_loss: 1065.1931 - logcount_predictions_loss: 1.0464 97/2081 [>.............................] - ETA: 27:17 - loss: 1092.7038 - logits_profile_predictions_loss: 1064.8671 - logcount_predictions_loss: 1.0465 98/2081 [>.............................] - ETA: 27:16 - loss: 1092.3909 - logits_profile_predictions_loss: 1064.5525 - logcount_predictions_loss: 1.0466 99/2081 [>.............................] - ETA: 27:15 - loss: 1092.1012 - logits_profile_predictions_loss: 1064.2605 - logcount_predictions_loss: 1.0466 100/2081 [>.............................] - ETA: 27:14 - loss: 1091.8006 - logits_profile_predictions_loss: 1063.9581 - logcount_predictions_loss: 1.0467 101/2081 [>.............................] - ETA: 27:14 - loss: 1091.5060 - logits_profile_predictions_loss: 1063.6624 - logcount_predictions_loss: 1.0468 102/2081 [>.............................] - ETA: 27:13 - loss: 1091.2007 - logits_profile_predictions_loss: 1063.3565 - logcount_predictions_loss: 1.0468 103/2081 [>.............................] - ETA: 27:12 - loss: 1090.8934 - logits_profile_predictions_loss: 1063.0483 - logcount_predictions_loss: 1.0468 104/2081 [>.............................] - ETA: 27:11 - loss: 1090.5835 - logits_profile_predictions_loss: 1062.7380 - logcount_predictions_loss: 1.0468 105/2081 [>.............................] - ETA: 27:10 - loss: 1090.2697 - logits_profile_predictions_loss: 1062.4240 - logcount_predictions_loss: 1.0468 106/2081 [>.............................] - ETA: 27:09 - loss: 1089.9767 - logits_profile_predictions_loss: 1062.1313 - logcount_predictions_loss: 1.0468 107/2081 [>.............................] - ETA: 27:09 - loss: 1089.6957 - logits_profile_predictions_loss: 1061.8513 - logcount_predictions_loss: 1.0468 108/2081 [>.............................] - ETA: 27:08 - loss: 1089.4111 - logits_profile_predictions_loss: 1061.5681 - logcount_predictions_loss: 1.0467 109/2081 [>.............................] - ETA: 27:07 - loss: 1089.1646 - logits_profile_predictions_loss: 1061.3232 - logcount_predictions_loss: 1.0467 110/2081 [>.............................] - ETA: 27:06 - loss: 1088.9050 - logits_profile_predictions_loss: 1061.0660 - logcount_predictions_loss: 1.0466 111/2081 [>.............................] - ETA: 27:05 - loss: 1088.6417 - logits_profile_predictions_loss: 1060.8050 - logcount_predictions_loss: 1.0465 112/2081 [>.............................] - ETA: 27:05 - loss: 1088.3824 - logits_profile_predictions_loss: 1060.5479 - logcount_predictions_loss: 1.0464 113/2081 [>.............................] - ETA: 27:04 - loss: 1088.1203 - logits_profile_predictions_loss: 1060.2885 - logcount_predictions_loss: 1.0463 114/2081 [>.............................] - ETA: 27:03 - loss: 1087.8630 - logits_profile_predictions_loss: 1060.0339 - logcount_predictions_loss: 1.0462 115/2081 [>.............................] - ETA: 27:02 - loss: 1087.6560 - logits_profile_predictions_loss: 1059.8292 - logcount_predictions_loss: 1.0461 116/2081 [>.............................] - ETA: 27:01 - loss: 1087.4362 - logits_profile_predictions_loss: 1059.6122 - logcount_predictions_loss: 1.0460 117/2081 [>.............................] - ETA: 27:00 - loss: 1087.2320 - logits_profile_predictions_loss: 1059.4114 - logcount_predictions_loss: 1.0459 118/2081 [>.............................] - ETA: 26:59 - loss: 1087.0472 - logits_profile_predictions_loss: 1059.2298 - logcount_predictions_loss: 1.0458 119/2081 [>.............................] - ETA: 26:59 - loss: 1086.8649 - logits_profile_predictions_loss: 1059.0506 - logcount_predictions_loss: 1.0456 120/2081 [>.............................] - ETA: 26:58 - loss: 1086.6761 - logits_profile_predictions_loss: 1058.8652 - logcount_predictions_loss: 1.0455 121/2081 [>.............................] - ETA: 26:57 - loss: 1086.4776 - logits_profile_predictions_loss: 1058.6699 - logcount_predictions_loss: 1.0454 122/2081 [>.............................] - ETA: 26:56 - loss: 1086.2864 - logits_profile_predictions_loss: 1058.4814 - logcount_predictions_loss: 1.0453 123/2081 [>.............................] - ETA: 26:55 - loss: 1086.0941 - logits_profile_predictions_loss: 1058.2915 - logcount_predictions_loss: 1.0452 124/2081 [>.............................] - ETA: 26:54 - loss: 1085.9080 - logits_profile_predictions_loss: 1058.1074 - logcount_predictions_loss: 1.0451 125/2081 [>.............................] - ETA: 26:54 - loss: 1085.7226 - logits_profile_predictions_loss: 1057.9240 - logcount_predictions_loss: 1.0451 126/2081 [>.............................] - ETA: 26:53 - loss: 1085.5301 - logits_profile_predictions_loss: 1057.7335 - logcount_predictions_loss: 1.0450 127/2081 [>.............................] - ETA: 26:52 - loss: 1085.3475 - logits_profile_predictions_loss: 1057.5531 - logcount_predictions_loss: 1.0449 128/2081 [>.............................] - ETA: 26:51 - loss: 1085.1865 - logits_profile_predictions_loss: 1057.3941 - logcount_predictions_loss: 1.0448 129/2081 [>.............................] - ETA: 26:50 - loss: 1085.0203 - logits_profile_predictions_loss: 1057.2302 - logcount_predictions_loss: 1.0447 130/2081 [>.............................] - ETA: 26:50 - loss: 1084.8509 - logits_profile_predictions_loss: 1057.0632 - logcount_predictions_loss: 1.0446 131/2081 [>.............................] - ETA: 26:49 - loss: 1084.7065 - logits_profile_predictions_loss: 1056.9212 - logcount_predictions_loss: 1.0446 132/2081 [>.............................] - ETA: 26:48 - loss: 1084.5681 - logits_profile_predictions_loss: 1056.7854 - logcount_predictions_loss: 1.0445 133/2081 [>.............................] - ETA: 26:47 - loss: 1084.4402 - logits_profile_predictions_loss: 1056.6601 - logcount_predictions_loss: 1.0444 134/2081 [>.............................] 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[====>.........................] - ETA: 23:30 - loss: 1072.3195 - logits_profile_predictions_loss: 1045.1244 - logcount_predictions_loss: 1.0224 373/2081 [====>.........................] - ETA: 23:29 - loss: 1072.2889 - logits_profile_predictions_loss: 1045.0944 - logcount_predictions_loss: 1.0223 374/2081 [====>.........................] - ETA: 23:29 - loss: 1072.2568 - logits_profile_predictions_loss: 1045.0629 - logcount_predictions_loss: 1.0223 375/2081 [====>.........................] - ETA: 23:28 - loss: 1072.2268 - logits_profile_predictions_loss: 1045.0336 - logcount_predictions_loss: 1.0223 376/2081 [====>.........................] - ETA: 23:27 - loss: 1072.1963 - logits_profile_predictions_loss: 1045.0038 - logcount_predictions_loss: 1.0223 377/2081 [====>.........................] - ETA: 23:26 - loss: 1072.1637 - logits_profile_predictions_loss: 1044.9718 - logcount_predictions_loss: 1.0222 378/2081 [====>.........................] - ETA: 23:25 - loss: 1072.1307 - logits_profile_predictions_loss: 1044.9395 - logcount_predictions_loss: 1.0222 379/2081 [====>.........................] - ETA: 23:25 - loss: 1072.0982 - logits_profile_predictions_loss: 1044.9076 - logcount_predictions_loss: 1.0222 380/2081 [====>.........................] - ETA: 23:24 - loss: 1072.0651 - logits_profile_predictions_loss: 1044.8753 - logcount_predictions_loss: 1.0222 381/2081 [====>.........................] - ETA: 23:23 - loss: 1072.0328 - logits_profile_predictions_loss: 1044.8437 - logcount_predictions_loss: 1.0221 382/2081 [====>.........................] - ETA: 23:22 - loss: 1072.0019 - logits_profile_predictions_loss: 1044.8135 - logcount_predictions_loss: 1.0221 383/2081 [====>.........................] - ETA: 23:21 - loss: 1071.9733 - logits_profile_predictions_loss: 1044.7856 - logcount_predictions_loss: 1.0221 384/2081 [====>.........................] - ETA: 23:20 - loss: 1071.9436 - logits_profile_predictions_loss: 1044.7566 - logcount_predictions_loss: 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ETA: 34s - loss: 1061.0165 - logits_profile_predictions_loss: 1034.3439 - logcount_predictions_loss: 1.0028 2040/2081 [============================>.] - ETA: 33s - loss: 1061.0146 - logits_profile_predictions_loss: 1034.3422 - logcount_predictions_loss: 1.0028 2041/2081 [============================>.] - ETA: 33s - loss: 1061.0127 - logits_profile_predictions_loss: 1034.3405 - logcount_predictions_loss: 1.0027 2042/2081 [============================>.] - ETA: 32s - loss: 1061.0108 - logits_profile_predictions_loss: 1034.3388 - logcount_predictions_loss: 1.0027 2043/2081 [============================>.] - ETA: 31s - loss: 1061.0090 - logits_profile_predictions_loss: 1034.3372 - logcount_predictions_loss: 1.0027 2044/2081 [============================>.] - ETA: 30s - loss: 1061.0071 - logits_profile_predictions_loss: 1034.3356 - logcount_predictions_loss: 1.0027 2045/2081 [============================>.] - ETA: 29s - loss: 1061.0053 - logits_profile_predictions_loss: 1034.3340 - logcount_predictions_loss: 1.0027 2046/2081 [============================>.] - ETA: 28s - loss: 1061.0034 - logits_profile_predictions_loss: 1034.3323 - logcount_predictions_loss: 1.0027 2047/2081 [============================>.] - ETA: 28s - loss: 1061.0016 - logits_profile_predictions_loss: 1034.3307 - logcount_predictions_loss: 1.0027 2048/2081 [============================>.] - ETA: 27s - loss: 1060.9997 - logits_profile_predictions_loss: 1034.3290 - logcount_predictions_loss: 1.0027 2049/2081 [============================>.] - ETA: 26s - loss: 1060.9978 - logits_profile_predictions_loss: 1034.3274 - logcount_predictions_loss: 1.0027 2050/2081 [============================>.] - ETA: 25s - loss: 1060.9959 - logits_profile_predictions_loss: 1034.3257 - logcount_predictions_loss: 1.0027 2051/2081 [============================>.] - ETA: 24s - loss: 1060.9940 - logits_profile_predictions_loss: 1034.3240 - logcount_predictions_loss: 1.0027 2052/2081 [============================>.] - 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logcount_predictions_loss: 1.0026 2059/2081 [============================>.] - ETA: 18s - loss: 1060.9785 - logits_profile_predictions_loss: 1034.3103 - logcount_predictions_loss: 1.0026 2060/2081 [============================>.] - ETA: 17s - loss: 1060.9766 - logits_profile_predictions_loss: 1034.3086 - logcount_predictions_loss: 1.0026 2061/2081 [============================>.] - ETA: 16s - loss: 1060.9746 - logits_profile_predictions_loss: 1034.3068 - logcount_predictions_loss: 1.0026 2062/2081 [============================>.] - ETA: 15s - loss: 1060.9725 - logits_profile_predictions_loss: 1034.3050 - logcount_predictions_loss: 1.0026 2063/2081 [============================>.] - ETA: 14s - loss: 1060.9705 - logits_profile_predictions_loss: 1034.3032 - logcount_predictions_loss: 1.0026 2064/2081 [============================>.] - ETA: 14s - loss: 1060.9685 - logits_profile_predictions_loss: 1034.3014 - logcount_predictions_loss: 1.0026 2065/2081 [============================>.] - ETA: 13s - loss: 1060.9664 - logits_profile_predictions_loss: 1034.2996 - logcount_predictions_loss: 1.0025 2066/2081 [============================>.] - ETA: 12s - loss: 1060.9645 - logits_profile_predictions_loss: 1034.2978 - logcount_predictions_loss: 1.0025 2067/2081 [============================>.] - ETA: 11s - loss: 1060.9625 - logits_profile_predictions_loss: 1034.2961 - logcount_predictions_loss: 1.0025 2068/2081 [============================>.] - ETA: 10s - loss: 1060.9605 - logits_profile_predictions_loss: 1034.2943 - logcount_predictions_loss: 1.0025 2069/2081 [============================>.] - ETA: 9s - loss: 1060.9586 - logits_profile_predictions_loss: 1034.2926 - logcount_predictions_loss: 1.0025  2070/2081 [============================>.] - ETA: 9s - loss: 1060.9567 - logits_profile_predictions_loss: 1034.2909 - logcount_predictions_loss: 1.0025 2071/2081 [============================>.] - ETA: 8s - loss: 1060.9547 - logits_profile_predictions_loss: 1034.2893 - logcount_predictions_loss: 1.0025 2072/2081 [============================>.] - ETA: 7s - loss: 1060.9528 - logits_profile_predictions_loss: 1034.2876 - logcount_predictions_loss: 1.0025 2073/2081 [============================>.] - ETA: 6s - loss: 1060.9509 - logits_profile_predictions_loss: 1034.2859 - logcount_predictions_loss: 1.0025 2074/2081 [============================>.] - ETA: 5s - loss: 1060.9489 - logits_profile_predictions_loss: 1034.2841 - logcount_predictions_loss: 1.0025 2075/2081 [============================>.] - ETA: 4s - loss: 1060.9469 - logits_profile_predictions_loss: 1034.2824 - logcount_predictions_loss: 1.0025 2076/2081 [============================>.] - ETA: 4s - loss: 1060.9449 - logits_profile_predictions_loss: 1034.2806 - logcount_predictions_loss: 1.0024 2077/2081 [============================>.] - ETA: 3s - loss: 1060.9429 - logits_profile_predictions_loss: 1034.2788 - logcount_predictions_loss: 1.0024 2078/2081 [============================>.] - ETA: 2s - loss: 1060.9409 - logits_profile_predictions_loss: 1034.2770 - logcount_predictions_loss: 1.0024 2079/2081 [============================>.] - ETA: 1s - loss: 1060.9389 - logits_profile_predictions_loss: 1034.2752 - logcount_predictions_loss: 1.0024 2080/2081 [============================>.] - ETA: 0s - loss: 1060.9369 - logits_profile_predictions_loss: 1034.2735 - logcount_predictions_loss: 1.0024 2081/2081 [==============================] - ETA: 0s - loss: 1060.9350 - logits_profile_predictions_loss: 1034.2717 - logcount_predictions_loss: 1.0024 2081/2081 [==============================] - 1779s 855ms/step - loss: 1060.9330 - logits_profile_predictions_loss: 1034.2700 - logcount_predictions_loss: 1.0024 - val_loss: 1100.0808 - val_logits_profile_predictions_loss: 1074.8293 - val_logcount_predictions_loss: 0.9493 + +Epoch 00005: val_loss improved from 1115.19836 to 1100.08081, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 6/50 + 1/2081 [..............................] - ETA: 29:55 - loss: 1040.1167 - logits_profile_predictions_loss: 1012.8967 - logcount_predictions_loss: 1.0233 2/2081 [..............................] - ETA: 28:27 - loss: 1000.3927 - logits_profile_predictions_loss: 975.1966 - logcount_predictions_loss: 0.9472  3/2081 [..............................] - ETA: 28:26 - loss: 968.8710 - logits_profile_predictions_loss: 944.2254 - logcount_predictions_loss: 0.9265  4/2081 [..............................] - ETA: 28:26 - loss: 963.0501 - logits_profile_predictions_loss: 938.5194 - logcount_predictions_loss: 0.9222 5/2081 [..............................] - ETA: 28:27 - loss: 967.8171 - logits_profile_predictions_loss: 942.9296 - logcount_predictions_loss: 0.9356 6/2081 [..............................] - ETA: 28:26 - loss: 968.8758 - logits_profile_predictions_loss: 943.8843 - logcount_predictions_loss: 0.9395 7/2081 [..............................] - ETA: 28:24 - loss: 971.8274 - logits_profile_predictions_loss: 946.6962 - logcount_predictions_loss: 0.9448 8/2081 [..............................] - ETA: 28:23 - loss: 972.6300 - logits_profile_predictions_loss: 947.4452 - logcount_predictions_loss: 0.9468 9/2081 [..............................] - ETA: 28:22 - loss: 971.9237 - logits_profile_predictions_loss: 946.7668 - logcount_predictions_loss: 0.9458 10/2081 [..............................] - ETA: 28:21 - loss: 969.3344 - logits_profile_predictions_loss: 944.1833 - logcount_predictions_loss: 0.9455 11/2081 [..............................] - ETA: 28:21 - loss: 968.0246 - logits_profile_predictions_loss: 942.8616 - logcount_predictions_loss: 0.9460 12/2081 [..............................] - ETA: 28:21 - loss: 967.5567 - logits_profile_predictions_loss: 942.3971 - logcount_predictions_loss: 0.9459 13/2081 [..............................] - ETA: 28:21 - loss: 967.6774 - logits_profile_predictions_loss: 942.5035 - logcount_predictions_loss: 0.9464 14/2081 [..............................] - ETA: 28:21 - loss: 967.3092 - logits_profile_predictions_loss: 942.1266 - logcount_predictions_loss: 0.9467 15/2081 [..............................] - ETA: 28:20 - loss: 968.7451 - logits_profile_predictions_loss: 943.5414 - logcount_predictions_loss: 0.9475 16/2081 [..............................] - ETA: 28:20 - loss: 969.9271 - logits_profile_predictions_loss: 944.6922 - logcount_predictions_loss: 0.9487 17/2081 [..............................] - ETA: 28:19 - loss: 971.0470 - logits_profile_predictions_loss: 945.7699 - logcount_predictions_loss: 0.9503 18/2081 [..............................] - ETA: 28:18 - loss: 972.8563 - logits_profile_predictions_loss: 947.5504 - logcount_predictions_loss: 0.9514 19/2081 [..............................] - ETA: 28:17 - loss: 974.3591 - logits_profile_predictions_loss: 949.0229 - logcount_predictions_loss: 0.9525 20/2081 [..............................] - ETA: 28:17 - loss: 975.9022 - logits_profile_predictions_loss: 950.5257 - logcount_predictions_loss: 0.9540 21/2081 [..............................] - ETA: 28:15 - loss: 978.2183 - logits_profile_predictions_loss: 952.8090 - logcount_predictions_loss: 0.9552 22/2081 [..............................] - ETA: 28:15 - loss: 980.6271 - logits_profile_predictions_loss: 955.1920 - logcount_predictions_loss: 0.9562 23/2081 [..............................] - ETA: 28:14 - loss: 982.4539 - logits_profile_predictions_loss: 956.9983 - logcount_predictions_loss: 0.9570 24/2081 [..............................] - ETA: 28:13 - loss: 983.8687 - logits_profile_predictions_loss: 958.4129 - logcount_predictions_loss: 0.9570 25/2081 [..............................] - ETA: 28:13 - loss: 985.0663 - logits_profile_predictions_loss: 959.6152 - logcount_predictions_loss: 0.9568 26/2081 [..............................] - ETA: 28:12 - loss: 986.2655 - logits_profile_predictions_loss: 960.8133 - logcount_predictions_loss: 0.9568 27/2081 [..............................] - ETA: 28:11 - loss: 987.2033 - logits_profile_predictions_loss: 961.7466 - logcount_predictions_loss: 0.9570 28/2081 [..............................] - ETA: 28:11 - loss: 987.8449 - logits_profile_predictions_loss: 962.3778 - logcount_predictions_loss: 0.9574 29/2081 [..............................] - ETA: 28:10 - loss: 988.7839 - logits_profile_predictions_loss: 963.3040 - logcount_predictions_loss: 0.9579 30/2081 [..............................] - ETA: 28:09 - loss: 989.6047 - logits_profile_predictions_loss: 964.1085 - logcount_predictions_loss: 0.9585 31/2081 [..............................] - ETA: 28:08 - loss: 990.3250 - logits_profile_predictions_loss: 964.8170 - logcount_predictions_loss: 0.9589 32/2081 [..............................] - ETA: 28:08 - loss: 991.0735 - logits_profile_predictions_loss: 965.5552 - logcount_predictions_loss: 0.9593 33/2081 [..............................] - ETA: 28:07 - loss: 991.7054 - logits_profile_predictions_loss: 966.1729 - logcount_predictions_loss: 0.9599 34/2081 [..............................] - ETA: 28:06 - loss: 992.3796 - logits_profile_predictions_loss: 966.8339 - logcount_predictions_loss: 0.9604 35/2081 [..............................] - ETA: 28:06 - loss: 992.9293 - logits_profile_predictions_loss: 967.3731 - logcount_predictions_loss: 0.9608 36/2081 [..............................] - ETA: 28:05 - loss: 993.4789 - logits_profile_predictions_loss: 967.9076 - logcount_predictions_loss: 0.9613 37/2081 [..............................] - ETA: 28:04 - loss: 994.2233 - logits_profile_predictions_loss: 968.6295 - logcount_predictions_loss: 0.9622 38/2081 [..............................] - ETA: 28:03 - loss: 994.8032 - logits_profile_predictions_loss: 969.1967 - logcount_predictions_loss: 0.9626 39/2081 [..............................] - ETA: 28:02 - loss: 995.3748 - logits_profile_predictions_loss: 969.7651 - logcount_predictions_loss: 0.9628 40/2081 [..............................] - ETA: 28:01 - loss: 995.9249 - logits_profile_predictions_loss: 970.3093 - logcount_predictions_loss: 0.9630 41/2081 [..............................] - ETA: 28:01 - loss: 996.4683 - logits_profile_predictions_loss: 970.8502 - logcount_predictions_loss: 0.9631 42/2081 [..............................] - ETA: 28:00 - loss: 997.1183 - logits_profile_predictions_loss: 971.5005 - logcount_predictions_loss: 0.9631 43/2081 [..............................] - ETA: 27:59 - loss: 997.8726 - logits_profile_predictions_loss: 972.2555 - logcount_predictions_loss: 0.9630 44/2081 [..............................] - ETA: 27:58 - loss: 998.6395 - logits_profile_predictions_loss: 973.0268 - logcount_predictions_loss: 0.9629 45/2081 [..............................] - ETA: 27:57 - loss: 999.4904 - logits_profile_predictions_loss: 973.8822 - logcount_predictions_loss: 0.9627 46/2081 [..............................] - ETA: 27:57 - loss: 1000.3001 - logits_profile_predictions_loss: 974.6930 - logcount_predictions_loss: 0.9627 47/2081 [..............................] - ETA: 27:56 - loss: 1001.0845 - logits_profile_predictions_loss: 975.4828 - logcount_predictions_loss: 0.9625 48/2081 [..............................] - ETA: 27:55 - loss: 1001.8012 - logits_profile_predictions_loss: 976.2059 - logcount_predictions_loss: 0.9622 49/2081 [..............................] - ETA: 27:54 - loss: 1002.5444 - logits_profile_predictions_loss: 976.9566 - logcount_predictions_loss: 0.9619 50/2081 [..............................] - ETA: 27:53 - loss: 1003.2680 - logits_profile_predictions_loss: 977.6858 - logcount_predictions_loss: 0.9617 51/2081 [..............................] - ETA: 27:53 - loss: 1003.9921 - logits_profile_predictions_loss: 978.4163 - logcount_predictions_loss: 0.9615 52/2081 [..............................] - ETA: 27:52 - loss: 1004.7005 - logits_profile_predictions_loss: 979.1326 - logcount_predictions_loss: 0.9612 53/2081 [..............................] - ETA: 27:51 - loss: 1005.3820 - logits_profile_predictions_loss: 979.8220 - logcount_predictions_loss: 0.9609 54/2081 [..............................] - ETA: 27:50 - loss: 1006.0812 - logits_profile_predictions_loss: 980.5299 - logcount_predictions_loss: 0.9606 55/2081 [..............................] - ETA: 27:49 - loss: 1006.7117 - logits_profile_predictions_loss: 981.1701 - logcount_predictions_loss: 0.9602 56/2081 [..............................] - ETA: 27:48 - loss: 1007.3336 - logits_profile_predictions_loss: 981.8021 - logcount_predictions_loss: 0.9598 57/2081 [..............................] - ETA: 27:48 - loss: 1008.0319 - logits_profile_predictions_loss: 982.5106 - logcount_predictions_loss: 0.9594 58/2081 [..............................] - ETA: 27:47 - loss: 1008.6981 - logits_profile_predictions_loss: 983.1873 - logcount_predictions_loss: 0.9590 59/2081 [..............................] - ETA: 27:46 - loss: 1009.3388 - logits_profile_predictions_loss: 983.8386 - logcount_predictions_loss: 0.9586 60/2081 [..............................] - ETA: 27:45 - loss: 1009.9443 - logits_profile_predictions_loss: 984.4536 - logcount_predictions_loss: 0.9583 61/2081 [..............................] - ETA: 27:44 - loss: 1010.5013 - logits_profile_predictions_loss: 985.0221 - logcount_predictions_loss: 0.9579 62/2081 [..............................] - ETA: 27:44 - loss: 1011.0510 - logits_profile_predictions_loss: 985.5842 - logcount_predictions_loss: 0.9574 63/2081 [..............................] - ETA: 27:43 - loss: 1011.5575 - logits_profile_predictions_loss: 986.1027 - logcount_predictions_loss: 0.9569 64/2081 [..............................] - ETA: 27:42 - loss: 1012.0914 - logits_profile_predictions_loss: 986.6488 - logcount_predictions_loss: 0.9565 65/2081 [..............................] - ETA: 27:41 - loss: 1012.6228 - logits_profile_predictions_loss: 987.1931 - logcount_predictions_loss: 0.9560 66/2081 [..............................] - ETA: 27:41 - loss: 1013.1555 - logits_profile_predictions_loss: 987.7398 - logcount_predictions_loss: 0.9555 67/2081 [..............................] - ETA: 27:40 - loss: 1013.6587 - logits_profile_predictions_loss: 988.2567 - logcount_predictions_loss: 0.9550 68/2081 [..............................] - ETA: 27:39 - loss: 1014.1031 - logits_profile_predictions_loss: 988.7150 - logcount_predictions_loss: 0.9544 69/2081 [..............................] - ETA: 27:38 - loss: 1014.5262 - logits_profile_predictions_loss: 989.1497 - logcount_predictions_loss: 0.9540 70/2081 [>.............................] - ETA: 27:37 - loss: 1014.9099 - logits_profile_predictions_loss: 989.5441 - logcount_predictions_loss: 0.9536 71/2081 [>.............................] - ETA: 27:37 - loss: 1015.2473 - logits_profile_predictions_loss: 989.8919 - logcount_predictions_loss: 0.9532 72/2081 [>.............................] - ETA: 27:36 - loss: 1015.5995 - logits_profile_predictions_loss: 990.2535 - logcount_predictions_loss: 0.9529 73/2081 [>.............................] - ETA: 27:35 - loss: 1015.9045 - logits_profile_predictions_loss: 990.5655 - logcount_predictions_loss: 0.9526 74/2081 [>.............................] - ETA: 27:34 - loss: 1016.2010 - logits_profile_predictions_loss: 990.8687 - logcount_predictions_loss: 0.9523 75/2081 [>.............................] - ETA: 27:33 - loss: 1016.5060 - logits_profile_predictions_loss: 991.1797 - logcount_predictions_loss: 0.9521 76/2081 [>.............................] - ETA: 27:32 - loss: 1016.8432 - logits_profile_predictions_loss: 991.5229 - logcount_predictions_loss: 0.9519 77/2081 [>.............................] - ETA: 27:32 - loss: 1017.1827 - logits_profile_predictions_loss: 991.8675 - logcount_predictions_loss: 0.9517 78/2081 [>.............................] - ETA: 27:31 - loss: 1017.4674 - logits_profile_predictions_loss: 992.1574 - logcount_predictions_loss: 0.9515 79/2081 [>.............................] - ETA: 27:30 - loss: 1017.7701 - logits_profile_predictions_loss: 992.4651 - logcount_predictions_loss: 0.9513 80/2081 [>.............................] - ETA: 27:29 - loss: 1018.0400 - logits_profile_predictions_loss: 992.7379 - logcount_predictions_loss: 0.9512 81/2081 [>.............................] - ETA: 27:28 - loss: 1018.2712 - logits_profile_predictions_loss: 992.9719 - logcount_predictions_loss: 0.9511 82/2081 [>.............................] - ETA: 27:28 - loss: 1018.4951 - logits_profile_predictions_loss: 993.1976 - logcount_predictions_loss: 0.9510 83/2081 [>.............................] - ETA: 27:27 - loss: 1018.7356 - logits_profile_predictions_loss: 993.4402 - logcount_predictions_loss: 0.9509 84/2081 [>.............................] - ETA: 27:26 - loss: 1018.9636 - logits_profile_predictions_loss: 993.6696 - logcount_predictions_loss: 0.9509 85/2081 [>.............................] - ETA: 27:25 - loss: 1019.1614 - 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- logcount_predictions_loss: 0.9632 305/2081 [===>..........................] - ETA: 24:25 - loss: 1033.2644 - logits_profile_predictions_loss: 1007.6422 - logcount_predictions_loss: 0.9632 306/2081 [===>..........................] - ETA: 24:24 - loss: 1033.3029 - logits_profile_predictions_loss: 1007.6795 - logcount_predictions_loss: 0.9633 307/2081 [===>..........................] - ETA: 24:23 - loss: 1033.3441 - logits_profile_predictions_loss: 1007.7196 - logcount_predictions_loss: 0.9633 308/2081 [===>..........................] - ETA: 24:22 - loss: 1033.3850 - logits_profile_predictions_loss: 1007.7593 - logcount_predictions_loss: 0.9634 309/2081 [===>..........................] - ETA: 24:21 - loss: 1033.4219 - logits_profile_predictions_loss: 1007.7951 - logcount_predictions_loss: 0.9634 310/2081 [===>..........................] - ETA: 24:21 - loss: 1033.4603 - logits_profile_predictions_loss: 1007.8324 - logcount_predictions_loss: 0.9634 311/2081 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0.9640 324/2081 [===>..........................] - ETA: 24:09 - loss: 1034.0133 - logits_profile_predictions_loss: 1008.3695 - logcount_predictions_loss: 0.9640 325/2081 [===>..........................] - ETA: 24:08 - loss: 1034.0491 - logits_profile_predictions_loss: 1008.4043 - logcount_predictions_loss: 0.9641 326/2081 [===>..........................] - ETA: 24:07 - loss: 1034.0845 - logits_profile_predictions_loss: 1008.4388 - logcount_predictions_loss: 0.9641 327/2081 [===>..........................] - ETA: 24:07 - loss: 1034.1209 - logits_profile_predictions_loss: 1008.4743 - logcount_predictions_loss: 0.9642 328/2081 [===>..........................] - ETA: 24:06 - loss: 1034.1555 - logits_profile_predictions_loss: 1008.5079 - logcount_predictions_loss: 0.9642 329/2081 [===>..........................] - ETA: 24:05 - loss: 1034.1903 - logits_profile_predictions_loss: 1008.5419 - logcount_predictions_loss: 0.9642 330/2081 [===>..........................] - ETA: 24:04 - loss: 1034.2227 - logits_profile_predictions_loss: 1008.5735 - logcount_predictions_loss: 0.9642 331/2081 [===>..........................] - ETA: 24:03 - loss: 1034.2546 - logits_profile_predictions_loss: 1008.6046 - logcount_predictions_loss: 0.9643 332/2081 [===>..........................] - ETA: 24:02 - loss: 1034.2849 - logits_profile_predictions_loss: 1008.6341 - logcount_predictions_loss: 0.9643 333/2081 [===>..........................] - ETA: 24:02 - loss: 1034.3153 - logits_profile_predictions_loss: 1008.6638 - logcount_predictions_loss: 0.9643 334/2081 [===>..........................] - ETA: 24:01 - loss: 1034.3451 - logits_profile_predictions_loss: 1008.6928 - logcount_predictions_loss: 0.9644 335/2081 [===>..........................] - ETA: 24:00 - loss: 1034.3747 - logits_profile_predictions_loss: 1008.7217 - logcount_predictions_loss: 0.9644 336/2081 [===>..........................] - ETA: 23:59 - loss: 1034.4041 - logits_profile_predictions_loss: 1008.7504 - logcount_predictions_loss: 0.9644 337/2081 [===>..........................] - ETA: 23:58 - loss: 1034.4323 - logits_profile_predictions_loss: 1008.7780 - logcount_predictions_loss: 0.9644 338/2081 [===>..........................] - ETA: 23:57 - loss: 1034.4597 - logits_profile_predictions_loss: 1008.8048 - logcount_predictions_loss: 0.9645 339/2081 [===>..........................] - ETA: 23:57 - loss: 1034.4874 - logits_profile_predictions_loss: 1008.8320 - logcount_predictions_loss: 0.9645 340/2081 [===>..........................] - ETA: 23:56 - loss: 1034.5153 - logits_profile_predictions_loss: 1008.8594 - logcount_predictions_loss: 0.9645 341/2081 [===>..........................] - ETA: 23:55 - loss: 1034.5435 - logits_profile_predictions_loss: 1008.8870 - logcount_predictions_loss: 0.9645 342/2081 [===>..........................] - ETA: 23:54 - loss: 1034.5730 - logits_profile_predictions_loss: 1008.9161 - logcount_predictions_loss: 0.9645 343/2081 [===>..........................] 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loss: 1044.0691 - logits_profile_predictions_loss: 1018.6091 - logcount_predictions_loss: 0.9571 2081/2081 [==============================] - 1779s 855ms/step - loss: 1044.0694 - logits_profile_predictions_loss: 1018.6095 - logcount_predictions_loss: 0.9571 - val_loss: 1106.3132 - val_logits_profile_predictions_loss: 1081.9937 - val_logcount_predictions_loss: 0.9143 + +Epoch 00006: val_loss did not improve from 1100.08081 +Epoch 7/50 + 1/2081 [..............................] - ETA: 29:42 - loss: 1212.2052 - logits_profile_predictions_loss: 1185.4880 - logcount_predictions_loss: 1.0044 2/2081 [..............................] - ETA: 28:31 - loss: 1174.8942 - logits_profile_predictions_loss: 1149.0677 - logcount_predictions_loss: 0.9709 3/2081 [..............................] - ETA: 28:26 - loss: 1136.7420 - logits_profile_predictions_loss: 1110.8748 - logcount_predictions_loss: 0.9725 4/2081 [..............................] - ETA: 28:27 - loss: 1122.4751 - logits_profile_predictions_loss: 1096.7044 - logcount_predictions_loss: 0.9688 5/2081 [..............................] - ETA: 28:27 - loss: 1110.3456 - logits_profile_predictions_loss: 1084.6625 - logcount_predictions_loss: 0.9655 6/2081 [..............................] - ETA: 28:26 - loss: 1101.3089 - logits_profile_predictions_loss: 1075.5741 - logcount_predictions_loss: 0.9675 7/2081 [..............................] - ETA: 28:26 - loss: 1090.9250 - logits_profile_predictions_loss: 1065.1973 - logcount_predictions_loss: 0.9672 8/2081 [..............................] - ETA: 28:26 - loss: 1085.1197 - logits_profile_predictions_loss: 1059.5019 - logcount_predictions_loss: 0.9631 9/2081 [..............................] - ETA: 28:27 - loss: 1081.2514 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.9555 10/2081 [..............................] - ETA: 28:26 - loss: 1078.9420 - logits_profile_predictions_loss: 1053.5837 - logcount_predictions_loss: 0.9533 11/2081 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logcount_predictions_loss: 0.9134 2046/2081 [============================>.] - ETA: 28s - loss: 1037.9156 - logits_profile_predictions_loss: 1013.6179 - logcount_predictions_loss: 0.9134 2047/2081 [============================>.] - ETA: 28s - loss: 1037.9150 - logits_profile_predictions_loss: 1013.6173 - logcount_predictions_loss: 0.9134 2048/2081 [============================>.] - ETA: 27s - loss: 1037.9143 - logits_profile_predictions_loss: 1013.6166 - logcount_predictions_loss: 0.9134 2049/2081 [============================>.] - ETA: 26s - loss: 1037.9137 - logits_profile_predictions_loss: 1013.6160 - logcount_predictions_loss: 0.9134 2050/2081 [============================>.] - ETA: 25s - loss: 1037.9130 - logits_profile_predictions_loss: 1013.6153 - logcount_predictions_loss: 0.9134 2051/2081 [============================>.] - ETA: 24s - loss: 1037.9123 - logits_profile_predictions_loss: 1013.6146 - logcount_predictions_loss: 0.9134 2052/2081 [============================>.] - 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logcount_predictions_loss: 0.9134 2059/2081 [============================>.] - ETA: 18s - loss: 1037.9063 - logits_profile_predictions_loss: 1013.6085 - logcount_predictions_loss: 0.9134 2060/2081 [============================>.] - ETA: 17s - loss: 1037.9055 - logits_profile_predictions_loss: 1013.6076 - logcount_predictions_loss: 0.9134 2061/2081 [============================>.] - ETA: 16s - loss: 1037.9046 - logits_profile_predictions_loss: 1013.6067 - logcount_predictions_loss: 0.9134 2062/2081 [============================>.] - ETA: 15s - loss: 1037.9038 - logits_profile_predictions_loss: 1013.6059 - logcount_predictions_loss: 0.9135 2063/2081 [============================>.] - ETA: 14s - loss: 1037.9030 - logits_profile_predictions_loss: 1013.6051 - logcount_predictions_loss: 0.9135 2064/2081 [============================>.] - ETA: 14s - loss: 1037.9022 - logits_profile_predictions_loss: 1013.6043 - logcount_predictions_loss: 0.9135 2065/2081 [============================>.] - ETA: 13s - loss: 1037.9014 - logits_profile_predictions_loss: 1013.6035 - logcount_predictions_loss: 0.9135 2066/2081 [============================>.] - ETA: 12s - loss: 1037.9007 - logits_profile_predictions_loss: 1013.6028 - logcount_predictions_loss: 0.9135 2067/2081 [============================>.] - ETA: 11s - loss: 1037.9000 - logits_profile_predictions_loss: 1013.6020 - logcount_predictions_loss: 0.9135 2068/2081 [============================>.] - ETA: 10s - loss: 1037.8992 - logits_profile_predictions_loss: 1013.6013 - logcount_predictions_loss: 0.9135 2069/2081 [============================>.] - ETA: 9s - loss: 1037.8985 - logits_profile_predictions_loss: 1013.6005 - logcount_predictions_loss: 0.9135  2070/2081 [============================>.] - ETA: 9s - loss: 1037.8977 - logits_profile_predictions_loss: 1013.5997 - logcount_predictions_loss: 0.9135 2071/2081 [============================>.] - ETA: 8s - loss: 1037.8969 - logits_profile_predictions_loss: 1013.5990 - logcount_predictions_loss: 0.9135 2072/2081 [============================>.] - ETA: 7s - loss: 1037.8961 - logits_profile_predictions_loss: 1013.5981 - logcount_predictions_loss: 0.9135 2073/2081 [============================>.] - ETA: 6s - loss: 1037.8954 - logits_profile_predictions_loss: 1013.5974 - logcount_predictions_loss: 0.9135 2074/2081 [============================>.] - ETA: 5s - loss: 1037.8946 - logits_profile_predictions_loss: 1013.5966 - logcount_predictions_loss: 0.9135 2075/2081 [============================>.] - ETA: 4s - loss: 1037.8939 - logits_profile_predictions_loss: 1013.5959 - logcount_predictions_loss: 0.9135 2076/2081 [============================>.] - ETA: 4s - loss: 1037.8931 - logits_profile_predictions_loss: 1013.5951 - logcount_predictions_loss: 0.9135 2077/2081 [============================>.] - ETA: 3s - loss: 1037.8923 - logits_profile_predictions_loss: 1013.5943 - logcount_predictions_loss: 0.9135 2078/2081 [============================>.] - ETA: 2s - loss: 1037.8915 - logits_profile_predictions_loss: 1013.5935 - logcount_predictions_loss: 0.9135 2079/2081 [============================>.] - ETA: 1s - loss: 1037.8908 - logits_profile_predictions_loss: 1013.5928 - logcount_predictions_loss: 0.9135 2080/2081 [============================>.] - ETA: 0s - loss: 1037.8900 - logits_profile_predictions_loss: 1013.5919 - logcount_predictions_loss: 0.9135 2081/2081 [==============================] - ETA: 0s - loss: 1037.8892 - logits_profile_predictions_loss: 1013.5911 - logcount_predictions_loss: 0.9135 2081/2081 [==============================] - 1780s 855ms/step - loss: 1037.8884 - logits_profile_predictions_loss: 1013.5903 - logcount_predictions_loss: 0.9135 - val_loss: 1093.9922 - val_logits_profile_predictions_loss: 1067.8357 - val_logcount_predictions_loss: 0.9833 + +Epoch 00007: val_loss improved from 1100.08081 to 1093.99219, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 8/50 + 1/2081 [..............................] - ETA: 30:11 - loss: 935.3046 - logits_profile_predictions_loss: 913.6594 - logcount_predictions_loss: 0.8137 2/2081 [..............................] - ETA: 28:27 - loss: 993.0242 - logits_profile_predictions_loss: 969.0481 - logcount_predictions_loss: 0.9014 3/2081 [..............................] - ETA: 28:26 - loss: 1005.3843 - logits_profile_predictions_loss: 980.6608 - logcount_predictions_loss: 0.9295 4/2081 [..............................] - ETA: 28:28 - loss: 1012.3902 - logits_profile_predictions_loss: 987.6936 - logcount_predictions_loss: 0.9284 5/2081 [..............................] - ETA: 28:24 - loss: 1015.5191 - logits_profile_predictions_loss: 991.0612 - logcount_predictions_loss: 0.9195 6/2081 [..............................] - ETA: 28:23 - loss: 1015.6173 - logits_profile_predictions_loss: 991.4580 - logcount_predictions_loss: 0.9082 7/2081 [..............................] - ETA: 28:22 - loss: 1015.9018 - logits_profile_predictions_loss: 991.8371 - logcount_predictions_loss: 0.9047 8/2081 [..............................] - ETA: 28:21 - loss: 1013.0262 - logits_profile_predictions_loss: 989.0305 - logcount_predictions_loss: 0.9021 9/2081 [..............................] - ETA: 28:21 - loss: 1011.2192 - logits_profile_predictions_loss: 987.3491 - logcount_predictions_loss: 0.8974 10/2081 [..............................] - ETA: 28:22 - loss: 1009.7120 - logits_profile_predictions_loss: 985.9450 - logcount_predictions_loss: 0.8935 11/2081 [..............................] - ETA: 28:22 - loss: 1008.4560 - logits_profile_predictions_loss: 984.8117 - logcount_predictions_loss: 0.8889 12/2081 [..............................] - ETA: 28:22 - loss: 1007.4337 - logits_profile_predictions_loss: 983.8568 - logcount_predictions_loss: 0.8864 13/2081 [..............................] - ETA: 28:21 - loss: 1006.6517 - logits_profile_predictions_loss: 983.0967 - logcount_predictions_loss: 0.8855 14/2081 [..............................] - ETA: 28:20 - loss: 1005.0678 - logits_profile_predictions_loss: 981.5605 - logcount_predictions_loss: 0.8837 15/2081 [..............................] - ETA: 28:19 - loss: 1004.4587 - logits_profile_predictions_loss: 980.9868 - logcount_predictions_loss: 0.8824 16/2081 [..............................] - ETA: 28:18 - loss: 1003.6474 - logits_profile_predictions_loss: 980.2342 - logcount_predictions_loss: 0.8802 17/2081 [..............................] - ETA: 28:18 - loss: 1002.6904 - logits_profile_predictions_loss: 979.3388 - logcount_predictions_loss: 0.8779 18/2081 [..............................] - ETA: 28:17 - loss: 1001.9598 - logits_profile_predictions_loss: 978.6856 - logcount_predictions_loss: 0.8750 19/2081 [..............................] - ETA: 28:16 - loss: 1001.4520 - logits_profile_predictions_loss: 978.2545 - logcount_predictions_loss: 0.8721 20/2081 [..............................] - ETA: 28:16 - loss: 1000.5644 - logits_profile_predictions_loss: 977.4014 - logcount_predictions_loss: 0.8708 21/2081 [..............................] - ETA: 28:15 - loss: 999.7038 - logits_profile_predictions_loss: 976.5701 - logcount_predictions_loss: 0.8697  22/2081 [..............................] - ETA: 28:15 - loss: 999.4603 - logits_profile_predictions_loss: 976.3433 - logcount_predictions_loss: 0.8691 23/2081 [..............................] - ETA: 28:14 - loss: 998.9825 - logits_profile_predictions_loss: 975.8833 - logcount_predictions_loss: 0.8684 24/2081 [..............................] - ETA: 28:13 - loss: 998.6365 - logits_profile_predictions_loss: 975.5540 - logcount_predictions_loss: 0.8678 25/2081 [..............................] - ETA: 28:12 - loss: 998.4048 - logits_profile_predictions_loss: 975.3328 - logcount_predictions_loss: 0.8674 26/2081 [..............................] - ETA: 28:11 - loss: 998.6686 - logits_profile_predictions_loss: 975.6102 - logcount_predictions_loss: 0.8669 27/2081 [..............................] - ETA: 28:10 - loss: 999.0704 - logits_profile_predictions_loss: 976.0282 - logcount_predictions_loss: 0.8662 28/2081 [..............................] - ETA: 28:09 - loss: 999.6654 - logits_profile_predictions_loss: 976.6153 - logcount_predictions_loss: 0.8665 29/2081 [..............................] - ETA: 28:09 - loss: 1000.0860 - logits_profile_predictions_loss: 977.0328 - logcount_predictions_loss: 0.8667 30/2081 [..............................] - ETA: 28:08 - loss: 1000.1371 - logits_profile_predictions_loss: 977.0859 - logcount_predictions_loss: 0.8666 31/2081 [..............................] - ETA: 28:07 - loss: 1000.5113 - logits_profile_predictions_loss: 977.4668 - logcount_predictions_loss: 0.8663 32/2081 [..............................] - ETA: 28:06 - loss: 1000.9279 - logits_profile_predictions_loss: 977.8971 - logcount_predictions_loss: 0.8658 33/2081 [..............................] - ETA: 28:05 - loss: 1001.4175 - logits_profile_predictions_loss: 978.3934 - logcount_predictions_loss: 0.8656 34/2081 [..............................] - ETA: 28:04 - loss: 1001.8819 - logits_profile_predictions_loss: 978.8688 - logcount_predictions_loss: 0.8652 35/2081 [..............................] - ETA: 28:04 - loss: 1002.2475 - logits_profile_predictions_loss: 979.2476 - logcount_predictions_loss: 0.8647 36/2081 [..............................] - ETA: 28:03 - loss: 1002.4129 - logits_profile_predictions_loss: 979.4241 - logcount_predictions_loss: 0.8642 37/2081 [..............................] - ETA: 28:02 - loss: 1002.4614 - logits_profile_predictions_loss: 979.4844 - logcount_predictions_loss: 0.8638 38/2081 [..............................] - ETA: 28:02 - loss: 1002.4743 - logits_profile_predictions_loss: 979.5155 - logcount_predictions_loss: 0.8631 39/2081 [..............................] - ETA: 28:01 - loss: 1002.6024 - logits_profile_predictions_loss: 979.6640 - logcount_predictions_loss: 0.8623 40/2081 [..............................] - ETA: 28:00 - loss: 1002.7457 - logits_profile_predictions_loss: 979.8283 - logcount_predictions_loss: 0.8616 41/2081 [..............................] - ETA: 28:00 - loss: 1002.8150 - logits_profile_predictions_loss: 979.9208 - logcount_predictions_loss: 0.8607 42/2081 [..............................] - ETA: 27:59 - loss: 1002.9587 - logits_profile_predictions_loss: 980.0857 - logcount_predictions_loss: 0.8599 43/2081 [..............................] - ETA: 27:58 - loss: 1003.0813 - logits_profile_predictions_loss: 980.2316 - logcount_predictions_loss: 0.8590 44/2081 [..............................] - ETA: 27:57 - loss: 1003.2258 - logits_profile_predictions_loss: 980.3957 - logcount_predictions_loss: 0.8583 45/2081 [..............................] - ETA: 27:57 - loss: 1003.3328 - logits_profile_predictions_loss: 980.5208 - logcount_predictions_loss: 0.8576 46/2081 [..............................] - ETA: 27:56 - loss: 1003.4969 - logits_profile_predictions_loss: 980.7028 - logcount_predictions_loss: 0.8569 47/2081 [..............................] - ETA: 27:55 - loss: 1003.6903 - logits_profile_predictions_loss: 980.9126 - logcount_predictions_loss: 0.8563 48/2081 [..............................] - ETA: 27:54 - loss: 1003.9181 - logits_profile_predictions_loss: 981.1527 - logcount_predictions_loss: 0.8558 49/2081 [..............................] - ETA: 27:54 - loss: 1004.2722 - logits_profile_predictions_loss: 981.5174 - logcount_predictions_loss: 0.8554 50/2081 [..............................] - ETA: 27:53 - loss: 1004.6449 - logits_profile_predictions_loss: 981.8995 - logcount_predictions_loss: 0.8551 51/2081 [..............................] - ETA: 27:52 - loss: 1004.9858 - logits_profile_predictions_loss: 982.2489 - logcount_predictions_loss: 0.8548 52/2081 [..............................] - ETA: 27:51 - loss: 1005.4197 - logits_profile_predictions_loss: 982.6870 - logcount_predictions_loss: 0.8546 53/2081 [..............................] - ETA: 27:51 - loss: 1005.9943 - logits_profile_predictions_loss: 983.2634 - logcount_predictions_loss: 0.8545 54/2081 [..............................] - ETA: 27:50 - loss: 1006.5397 - logits_profile_predictions_loss: 983.8094 - logcount_predictions_loss: 0.8545 55/2081 [..............................] - ETA: 27:49 - loss: 1007.0509 - logits_profile_predictions_loss: 984.3227 - logcount_predictions_loss: 0.8544 56/2081 [..............................] - ETA: 27:48 - loss: 1007.5587 - logits_profile_predictions_loss: 984.8322 - logcount_predictions_loss: 0.8544 57/2081 [..............................] - ETA: 27:47 - loss: 1008.0027 - logits_profile_predictions_loss: 985.2785 - logcount_predictions_loss: 0.8543 58/2081 [..............................] - ETA: 27:47 - loss: 1008.3770 - logits_profile_predictions_loss: 985.6551 - logcount_predictions_loss: 0.8542 59/2081 [..............................] - ETA: 27:46 - loss: 1008.7546 - logits_profile_predictions_loss: 986.0331 - logcount_predictions_loss: 0.8542 60/2081 [..............................] - ETA: 27:45 - loss: 1009.1399 - logits_profile_predictions_loss: 986.4174 - logcount_predictions_loss: 0.8542 61/2081 [..............................] - ETA: 27:45 - loss: 1009.5023 - logits_profile_predictions_loss: 986.7796 - logcount_predictions_loss: 0.8542 62/2081 [..............................] - ETA: 27:44 - loss: 1009.8775 - logits_profile_predictions_loss: 987.1559 - logcount_predictions_loss: 0.8542 63/2081 [..............................] - ETA: 27:43 - loss: 1010.2694 - logits_profile_predictions_loss: 987.5490 - logcount_predictions_loss: 0.8542 64/2081 [..............................] - ETA: 27:42 - loss: 1010.7060 - logits_profile_predictions_loss: 987.9857 - logcount_predictions_loss: 0.8541 65/2081 [..............................] - ETA: 27:42 - loss: 1011.1743 - logits_profile_predictions_loss: 988.4518 - logcount_predictions_loss: 0.8542 66/2081 [..............................] - ETA: 27:41 - loss: 1011.6514 - logits_profile_predictions_loss: 988.9273 - logcount_predictions_loss: 0.8543 67/2081 [..............................] - ETA: 27:40 - loss: 1012.1484 - logits_profile_predictions_loss: 989.4229 - logcount_predictions_loss: 0.8543 68/2081 [..............................] - ETA: 27:39 - loss: 1012.6065 - logits_profile_predictions_loss: 989.8793 - logcount_predictions_loss: 0.8544 69/2081 [..............................] - ETA: 27:39 - loss: 1013.0184 - logits_profile_predictions_loss: 990.2898 - logcount_predictions_loss: 0.8545 70/2081 [>.............................] - ETA: 27:38 - loss: 1013.4814 - logits_profile_predictions_loss: 990.7515 - logcount_predictions_loss: 0.8545 71/2081 [>.............................] - ETA: 27:37 - loss: 1013.9308 - logits_profile_predictions_loss: 991.1957 - logcount_predictions_loss: 0.8547 72/2081 [>.............................] - ETA: 27:36 - loss: 1014.3554 - logits_profile_predictions_loss: 991.6138 - logcount_predictions_loss: 0.8549 73/2081 [>.............................] - ETA: 27:35 - loss: 1014.7060 - logits_profile_predictions_loss: 991.9587 - logcount_predictions_loss: 0.8552 74/2081 [>.............................] - ETA: 27:35 - loss: 1015.0472 - logits_profile_predictions_loss: 992.2946 - logcount_predictions_loss: 0.8554 75/2081 [>.............................] - ETA: 27:34 - loss: 1015.3916 - logits_profile_predictions_loss: 992.6350 - logcount_predictions_loss: 0.8555 76/2081 [>.............................] - ETA: 27:33 - loss: 1015.7284 - logits_profile_predictions_loss: 992.9681 - logcount_predictions_loss: 0.8557 77/2081 [>.............................] - ETA: 27:32 - loss: 1016.0527 - logits_profile_predictions_loss: 993.2896 - logcount_predictions_loss: 0.8558 78/2081 [>.............................] - ETA: 27:31 - loss: 1016.3526 - logits_profile_predictions_loss: 993.5854 - logcount_predictions_loss: 0.8559 79/2081 [>.............................] - ETA: 27:30 - loss: 1016.6634 - logits_profile_predictions_loss: 993.8916 - logcount_predictions_loss: 0.8561 80/2081 [>.............................] - ETA: 27:30 - loss: 1016.9481 - logits_profile_predictions_loss: 994.1721 - logcount_predictions_loss: 0.8562 81/2081 [>.............................] - ETA: 27:29 - loss: 1017.2110 - logits_profile_predictions_loss: 994.4314 - logcount_predictions_loss: 0.8564 82/2081 [>.............................] - ETA: 27:28 - loss: 1017.4799 - logits_profile_predictions_loss: 994.6972 - logcount_predictions_loss: 0.8565 83/2081 [>.............................] - ETA: 27:27 - loss: 1017.7574 - logits_profile_predictions_loss: 994.9715 - logcount_predictions_loss: 0.8566 84/2081 [>.............................] - ETA: 27:26 - loss: 1018.0741 - logits_profile_predictions_loss: 995.2838 - logcount_predictions_loss: 0.8568 85/2081 [>.............................] - ETA: 27:25 - loss: 1018.3740 - logits_profile_predictions_loss: 995.5803 - logcount_predictions_loss: 0.8569 86/2081 [>.............................] - ETA: 27:25 - loss: 1018.6598 - logits_profile_predictions_loss: 995.8634 - logcount_predictions_loss: 0.8570 87/2081 [>.............................] - ETA: 27:24 - loss: 1018.9557 - logits_profile_predictions_loss: 996.1574 - logcount_predictions_loss: 0.8571 88/2081 [>.............................] - ETA: 27:23 - loss: 1019.2299 - logits_profile_predictions_loss: 996.4294 - logcount_predictions_loss: 0.8572 89/2081 [>.............................] - ETA: 27:22 - loss: 1019.5005 - logits_profile_predictions_loss: 996.6981 - logcount_predictions_loss: 0.8572 90/2081 [>.............................] - ETA: 27:21 - loss: 1019.7629 - logits_profile_predictions_loss: 996.9589 - logcount_predictions_loss: 0.8573 91/2081 [>.............................] - ETA: 27:20 - loss: 1020.0224 - logits_profile_predictions_loss: 997.2162 - logcount_predictions_loss: 0.8574 92/2081 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logcount_predictions_loss: 0.8698 311/2081 [===>..........................] - ETA: 24:21 - loss: 1024.0363 - logits_profile_predictions_loss: 1000.8980 - logcount_predictions_loss: 0.8699 312/2081 [===>..........................] - ETA: 24:20 - loss: 1024.0354 - logits_profile_predictions_loss: 1000.8962 - logcount_predictions_loss: 0.8699 313/2081 [===>..........................] - ETA: 24:20 - loss: 1024.0340 - logits_profile_predictions_loss: 1000.8940 - logcount_predictions_loss: 0.8699 314/2081 [===>..........................] - ETA: 24:19 - loss: 1024.0323 - logits_profile_predictions_loss: 1000.8914 - logcount_predictions_loss: 0.8700 315/2081 [===>..........................] - ETA: 24:18 - loss: 1024.0290 - logits_profile_predictions_loss: 1000.8874 - logcount_predictions_loss: 0.8700 316/2081 [===>..........................] - ETA: 24:17 - loss: 1024.0251 - logits_profile_predictions_loss: 1000.8828 - logcount_predictions_loss: 0.8700 317/2081 [===>..........................] 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[===>..........................] - ETA: 24:06 - loss: 1024.0439 - logits_profile_predictions_loss: 1000.8908 - logcount_predictions_loss: 0.8704 331/2081 [===>..........................] - ETA: 24:05 - loss: 1024.0483 - logits_profile_predictions_loss: 1000.8946 - logcount_predictions_loss: 0.8704 332/2081 [===>..........................] - ETA: 24:04 - loss: 1024.0559 - logits_profile_predictions_loss: 1000.9016 - logcount_predictions_loss: 0.8705 333/2081 [===>..........................] - ETA: 24:03 - loss: 1024.0631 - logits_profile_predictions_loss: 1000.9082 - logcount_predictions_loss: 0.8705 334/2081 [===>..........................] - ETA: 24:02 - loss: 1024.0695 - logits_profile_predictions_loss: 1000.9140 - logcount_predictions_loss: 0.8705 335/2081 [===>..........................] - ETA: 24:02 - loss: 1024.0759 - logits_profile_predictions_loss: 1000.9197 - logcount_predictions_loss: 0.8705 336/2081 [===>..........................] - ETA: 24:01 - loss: 1024.0834 - logits_profile_predictions_loss: 1000.9265 - logcount_predictions_loss: 0.8706 337/2081 [===>..........................] - ETA: 24:00 - loss: 1024.0913 - logits_profile_predictions_loss: 1000.9337 - logcount_predictions_loss: 0.8706 338/2081 [===>..........................] - ETA: 23:59 - loss: 1024.0978 - logits_profile_predictions_loss: 1000.9395 - logcount_predictions_loss: 0.8706 339/2081 [===>..........................] - ETA: 23:58 - loss: 1024.1040 - logits_profile_predictions_loss: 1000.9449 - logcount_predictions_loss: 0.8706 340/2081 [===>..........................] - ETA: 23:57 - loss: 1024.1097 - logits_profile_predictions_loss: 1000.9499 - logcount_predictions_loss: 0.8707 341/2081 [===>..........................] - ETA: 23:57 - loss: 1024.1164 - logits_profile_predictions_loss: 1000.9558 - logcount_predictions_loss: 0.8707 342/2081 [===>..........................] - ETA: 23:56 - loss: 1024.1240 - logits_profile_predictions_loss: 1000.9626 - logcount_predictions_loss: 0.8707 343/2081 [===>..........................] - ETA: 23:55 - loss: 1024.1319 - logits_profile_predictions_loss: 1000.9698 - logcount_predictions_loss: 0.8708 344/2081 [===>..........................] - ETA: 23:54 - loss: 1024.1404 - logits_profile_predictions_loss: 1000.9775 - logcount_predictions_loss: 0.8708 345/2081 [===>..........................] - ETA: 23:53 - loss: 1024.1502 - logits_profile_predictions_loss: 1000.9864 - logcount_predictions_loss: 0.8708 346/2081 [===>..........................] - ETA: 23:52 - loss: 1024.1594 - logits_profile_predictions_loss: 1000.9948 - logcount_predictions_loss: 0.8709 347/2081 [====>.........................] - ETA: 23:52 - loss: 1024.1685 - logits_profile_predictions_loss: 1001.0030 - logcount_predictions_loss: 0.8709 348/2081 [====>.........................] - ETA: 23:51 - loss: 1024.1770 - logits_profile_predictions_loss: 1001.0106 - logcount_predictions_loss: 0.8709 349/2081 [====>.........................] - ETA: 23:50 - loss: 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logcount_predictions_loss: 0.8744 2069/2081 [============================>.] - ETA: 9s - loss: 1022.3615 - logits_profile_predictions_loss: 999.1016 - logcount_predictions_loss: 0.8744  2070/2081 [============================>.] - ETA: 9s - loss: 1022.3626 - logits_profile_predictions_loss: 999.1026 - logcount_predictions_loss: 0.8745 2071/2081 [============================>.] - ETA: 8s - loss: 1022.3636 - logits_profile_predictions_loss: 999.1036 - logcount_predictions_loss: 0.8745 2072/2081 [============================>.] - ETA: 7s - loss: 1022.3646 - logits_profile_predictions_loss: 999.1046 - logcount_predictions_loss: 0.8745 2073/2081 [============================>.] - ETA: 6s - loss: 1022.3655 - logits_profile_predictions_loss: 999.1056 - logcount_predictions_loss: 0.8745 2074/2081 [============================>.] - ETA: 5s - loss: 1022.3665 - logits_profile_predictions_loss: 999.1065 - logcount_predictions_loss: 0.8745 2075/2081 [============================>.] - ETA: 4s - loss: 1022.3674 - logits_profile_predictions_loss: 999.1074 - logcount_predictions_loss: 0.8745 2076/2081 [============================>.] - ETA: 4s - loss: 1022.3682 - logits_profile_predictions_loss: 999.1082 - logcount_predictions_loss: 0.8745 2077/2081 [============================>.] - ETA: 3s - loss: 1022.3691 - logits_profile_predictions_loss: 999.1090 - logcount_predictions_loss: 0.8745 2078/2081 [============================>.] - ETA: 2s - loss: 1022.3700 - logits_profile_predictions_loss: 999.1099 - logcount_predictions_loss: 0.8745 2079/2081 [============================>.] - ETA: 1s - loss: 1022.3709 - logits_profile_predictions_loss: 999.1108 - logcount_predictions_loss: 0.8745 2080/2081 [============================>.] - ETA: 0s - loss: 1022.3718 - logits_profile_predictions_loss: 999.1117 - logcount_predictions_loss: 0.8745 2081/2081 [==============================] - ETA: 0s - loss: 1022.3728 - logits_profile_predictions_loss: 999.1127 - logcount_predictions_loss: 0.8745 2081/2081 [==============================] - 1780s 855ms/step - loss: 1022.3737 - logits_profile_predictions_loss: 999.1136 - logcount_predictions_loss: 0.8745 - val_loss: 1070.4368 - val_logits_profile_predictions_loss: 1045.4464 - val_logcount_predictions_loss: 0.9395 + +Epoch 00008: val_loss improved from 1093.99219 to 1070.43677, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 9/50 + 1/2081 [..............................] - ETA: 29:55 - loss: 827.8720 - logits_profile_predictions_loss: 801.3981 - logcount_predictions_loss: 0.9953 2/2081 [..............................] - ETA: 28:25 - loss: 869.3861 - logits_profile_predictions_loss: 843.0631 - logcount_predictions_loss: 0.9896 3/2081 [..............................] - ETA: 28:23 - loss: 906.4927 - logits_profile_predictions_loss: 880.7444 - logcount_predictions_loss: 0.9680 4/2081 [..............................] - ETA: 28:23 - loss: 915.1161 - logits_profile_predictions_loss: 889.6686 - 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logits_profile_predictions_loss: 991.3700 - logcount_predictions_loss: 0.8489 142/2081 [=>............................] - ETA: 26:41 - loss: 1013.9320 - logits_profile_predictions_loss: 991.3495 - logcount_predictions_loss: 0.8490 143/2081 [=>............................] - ETA: 26:40 - loss: 1013.9122 - logits_profile_predictions_loss: 991.3270 - logcount_predictions_loss: 0.8491 144/2081 [=>............................] - ETA: 26:39 - loss: 1013.8935 - logits_profile_predictions_loss: 991.3057 - logcount_predictions_loss: 0.8492 145/2081 [=>............................] - ETA: 26:38 - loss: 1013.8663 - logits_profile_predictions_loss: 991.2760 - logcount_predictions_loss: 0.8493 146/2081 [=>............................] - ETA: 26:37 - loss: 1013.8524 - logits_profile_predictions_loss: 991.2600 - logcount_predictions_loss: 0.8493 147/2081 [=>............................] - ETA: 26:36 - loss: 1013.8439 - logits_profile_predictions_loss: 991.2498 - logcount_predictions_loss: 0.8494 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logits_profile_predictions_loss: 991.1625 - logcount_predictions_loss: 0.8498 155/2081 [=>............................] - ETA: 26:30 - loss: 1013.7573 - logits_profile_predictions_loss: 991.1530 - logcount_predictions_loss: 0.8498 156/2081 [=>............................] - ETA: 26:29 - loss: 1013.7429 - logits_profile_predictions_loss: 991.1380 - logcount_predictions_loss: 0.8498 157/2081 [=>............................] - ETA: 26:28 - loss: 1013.7270 - logits_profile_predictions_loss: 991.1213 - logcount_predictions_loss: 0.8498 158/2081 [=>............................] - ETA: 26:27 - loss: 1013.7165 - logits_profile_predictions_loss: 991.1102 - logcount_predictions_loss: 0.8499 159/2081 [=>............................] - ETA: 26:27 - loss: 1013.7088 - logits_profile_predictions_loss: 991.1018 - logcount_predictions_loss: 0.8499 160/2081 [=>............................] - ETA: 26:26 - loss: 1013.7010 - logits_profile_predictions_loss: 991.0934 - logcount_predictions_loss: 0.8499 161/2081 [=>............................] - ETA: 26:25 - loss: 1013.6972 - logits_profile_predictions_loss: 991.0889 - logcount_predictions_loss: 0.8499 162/2081 [=>............................] - ETA: 26:24 - loss: 1013.6929 - logits_profile_predictions_loss: 991.0839 - logcount_predictions_loss: 0.8500 163/2081 [=>............................] - ETA: 26:24 - loss: 1013.6887 - logits_profile_predictions_loss: 991.0791 - logcount_predictions_loss: 0.8500 164/2081 [=>............................] - ETA: 26:23 - loss: 1013.6810 - logits_profile_predictions_loss: 991.0707 - logcount_predictions_loss: 0.8500 165/2081 [=>............................] - ETA: 26:22 - loss: 1013.6685 - logits_profile_predictions_loss: 991.0575 - logcount_predictions_loss: 0.8500 166/2081 [=>............................] - ETA: 26:21 - loss: 1013.6550 - logits_profile_predictions_loss: 991.0436 - logcount_predictions_loss: 0.8501 167/2081 [=>............................] - ETA: 26:20 - loss: 1013.6410 - logits_profile_predictions_loss: 991.0292 - logcount_predictions_loss: 0.8501 168/2081 [=>............................] - ETA: 26:19 - loss: 1013.6344 - logits_profile_predictions_loss: 991.0223 - logcount_predictions_loss: 0.8501 169/2081 [=>............................] - ETA: 26:19 - loss: 1013.6340 - logits_profile_predictions_loss: 991.0215 - logcount_predictions_loss: 0.8501 170/2081 [=>............................] - ETA: 26:18 - loss: 1013.6367 - logits_profile_predictions_loss: 991.0239 - logcount_predictions_loss: 0.8501 171/2081 [=>............................] - ETA: 26:17 - loss: 1013.6351 - logits_profile_predictions_loss: 991.0223 - logcount_predictions_loss: 0.8501 172/2081 [=>............................] - ETA: 26:16 - loss: 1013.6363 - logits_profile_predictions_loss: 991.0234 - logcount_predictions_loss: 0.8501 173/2081 [=>............................] - ETA: 26:15 - loss: 1013.6350 - logits_profile_predictions_loss: 991.0216 - logcount_predictions_loss: 0.8501 174/2081 [=>............................] - ETA: 26:14 - loss: 1013.6350 - logits_profile_predictions_loss: 991.0209 - logcount_predictions_loss: 0.8502 175/2081 [=>............................] - ETA: 26:14 - loss: 1013.6378 - logits_profile_predictions_loss: 991.0232 - logcount_predictions_loss: 0.8502 176/2081 [=>............................] - ETA: 26:13 - loss: 1013.6440 - logits_profile_predictions_loss: 991.0286 - logcount_predictions_loss: 0.8502 177/2081 [=>............................] - ETA: 26:12 - loss: 1013.6451 - logits_profile_predictions_loss: 991.0288 - logcount_predictions_loss: 0.8502 178/2081 [=>............................] - ETA: 26:11 - loss: 1013.6469 - logits_profile_predictions_loss: 991.0300 - logcount_predictions_loss: 0.8503 179/2081 [=>............................] - ETA: 26:10 - loss: 1013.6464 - logits_profile_predictions_loss: 991.0285 - logcount_predictions_loss: 0.8503 180/2081 [=>............................] - ETA: 26:09 - loss: 1013.6488 - logits_profile_predictions_loss: 991.0298 - logcount_predictions_loss: 0.8503 181/2081 [=>............................] - ETA: 26:09 - loss: 1013.6521 - logits_profile_predictions_loss: 991.0322 - logcount_predictions_loss: 0.8504 182/2081 [=>............................] - ETA: 26:08 - loss: 1013.6597 - logits_profile_predictions_loss: 991.0386 - logcount_predictions_loss: 0.8504 183/2081 [=>............................] - ETA: 26:07 - loss: 1013.6616 - logits_profile_predictions_loss: 991.0394 - logcount_predictions_loss: 0.8505 184/2081 [=>............................] - ETA: 26:06 - loss: 1013.6618 - logits_profile_predictions_loss: 991.0383 - logcount_predictions_loss: 0.8505 185/2081 [=>............................] - ETA: 26:05 - loss: 1013.6587 - logits_profile_predictions_loss: 991.0339 - logcount_predictions_loss: 0.8506 186/2081 [=>............................] - ETA: 26:05 - loss: 1013.6651 - logits_profile_predictions_loss: 991.0391 - logcount_predictions_loss: 0.8506 187/2081 [=>............................] - ETA: 26:04 - loss: 1013.6730 - logits_profile_predictions_loss: 991.0456 - logcount_predictions_loss: 0.8507 188/2081 [=>............................] - ETA: 26:03 - loss: 1013.6832 - logits_profile_predictions_loss: 991.0542 - logcount_predictions_loss: 0.8507 189/2081 [=>............................] - ETA: 26:02 - loss: 1013.6918 - logits_profile_predictions_loss: 991.0615 - logcount_predictions_loss: 0.8508 190/2081 [=>............................] - ETA: 26:01 - loss: 1013.6936 - logits_profile_predictions_loss: 991.0618 - logcount_predictions_loss: 0.8508 191/2081 [=>............................] - ETA: 26:00 - loss: 1013.6902 - logits_profile_predictions_loss: 991.0570 - logcount_predictions_loss: 0.8509 192/2081 [=>............................] - ETA: 26:00 - loss: 1013.6876 - logits_profile_predictions_loss: 991.0529 - logcount_predictions_loss: 0.8509 193/2081 [=>............................] - ETA: 25:59 - loss: 1013.6865 - logits_profile_predictions_loss: 991.0503 - logcount_predictions_loss: 0.8510 194/2081 [=>............................] - ETA: 25:58 - loss: 1013.6894 - logits_profile_predictions_loss: 991.0517 - logcount_predictions_loss: 0.8510 195/2081 [=>............................] - ETA: 25:57 - loss: 1013.6926 - logits_profile_predictions_loss: 991.0535 - logcount_predictions_loss: 0.8511 196/2081 [=>............................] - ETA: 25:56 - loss: 1013.7002 - logits_profile_predictions_loss: 991.0595 - logcount_predictions_loss: 0.8512 197/2081 [=>............................] - ETA: 25:55 - loss: 1013.7054 - logits_profile_predictions_loss: 991.0630 - logcount_predictions_loss: 0.8512 198/2081 [=>............................] - ETA: 25:55 - loss: 1013.7073 - logits_profile_predictions_loss: 991.0631 - logcount_predictions_loss: 0.8513 199/2081 [=>............................] - ETA: 25:54 - loss: 1013.7092 - logits_profile_predictions_loss: 991.0633 - logcount_predictions_loss: 0.8513 200/2081 [=>............................] - ETA: 25:53 - loss: 1013.7097 - logits_profile_predictions_loss: 991.0620 - logcount_predictions_loss: 0.8514 201/2081 [=>............................] - ETA: 25:52 - loss: 1013.7136 - logits_profile_predictions_loss: 991.0637 - logcount_predictions_loss: 0.8515 202/2081 [=>............................] - ETA: 25:51 - loss: 1013.7183 - logits_profile_predictions_loss: 991.0664 - logcount_predictions_loss: 0.8516 203/2081 [=>............................] - ETA: 25:50 - loss: 1013.7229 - logits_profile_predictions_loss: 991.0689 - logcount_predictions_loss: 0.8517 204/2081 [=>............................] - ETA: 25:50 - loss: 1013.7261 - logits_profile_predictions_loss: 991.0699 - logcount_predictions_loss: 0.8517 205/2081 [=>............................] - ETA: 25:49 - loss: 1013.7252 - logits_profile_predictions_loss: 991.0670 - logcount_predictions_loss: 0.8518 206/2081 [=>............................] - ETA: 25:48 - loss: 1013.7250 - logits_profile_predictions_loss: 991.0651 - logcount_predictions_loss: 0.8519 207/2081 [=>............................] - ETA: 25:47 - loss: 1013.7241 - logits_profile_predictions_loss: 991.0622 - logcount_predictions_loss: 0.8519 208/2081 [=>............................] - ETA: 25:46 - loss: 1013.7277 - logits_profile_predictions_loss: 991.0640 - logcount_predictions_loss: 0.8520 209/2081 [==>...........................] - ETA: 25:46 - loss: 1013.7288 - logits_profile_predictions_loss: 991.0632 - logcount_predictions_loss: 0.8521 210/2081 [==>...........................] - ETA: 25:45 - loss: 1013.7280 - logits_profile_predictions_loss: 991.0606 - logcount_predictions_loss: 0.8522 211/2081 [==>...........................] - ETA: 25:44 - loss: 1013.7254 - logits_profile_predictions_loss: 991.0561 - logcount_predictions_loss: 0.8522 212/2081 [==>...........................] - ETA: 25:43 - loss: 1013.7257 - logits_profile_predictions_loss: 991.0546 - logcount_predictions_loss: 0.8523 213/2081 [==>...........................] - ETA: 25:42 - loss: 1013.7210 - logits_profile_predictions_loss: 991.0481 - logcount_predictions_loss: 0.8524 214/2081 [==>...........................] - ETA: 25:41 - loss: 1013.7169 - logits_profile_predictions_loss: 991.0421 - logcount_predictions_loss: 0.8524 215/2081 [==>...........................] - ETA: 25:41 - loss: 1013.7125 - logits_profile_predictions_loss: 991.0359 - logcount_predictions_loss: 0.8525 216/2081 [==>...........................] - ETA: 25:40 - loss: 1013.7027 - logits_profile_predictions_loss: 991.0243 - logcount_predictions_loss: 0.8526 217/2081 [==>...........................] - ETA: 25:39 - loss: 1013.6931 - logits_profile_predictions_loss: 991.0131 - logcount_predictions_loss: 0.8526 218/2081 [==>...........................] - ETA: 25:38 - loss: 1013.6809 - logits_profile_predictions_loss: 990.9992 - logcount_predictions_loss: 0.8527 219/2081 [==>...........................] - ETA: 25:37 - loss: 1013.6713 - logits_profile_predictions_loss: 990.9880 - logcount_predictions_loss: 0.8528 220/2081 [==>...........................] - ETA: 25:37 - loss: 1013.6664 - logits_profile_predictions_loss: 990.9814 - logcount_predictions_loss: 0.8528 221/2081 [==>...........................] - ETA: 25:36 - loss: 1013.6591 - logits_profile_predictions_loss: 990.9726 - logcount_predictions_loss: 0.8529 222/2081 [==>...........................] - ETA: 25:35 - loss: 1013.6466 - logits_profile_predictions_loss: 990.9588 - logcount_predictions_loss: 0.8529 223/2081 [==>...........................] - ETA: 25:34 - loss: 1013.6385 - logits_profile_predictions_loss: 990.9490 - logcount_predictions_loss: 0.8530 224/2081 [==>...........................] - ETA: 25:33 - loss: 1013.6289 - logits_profile_predictions_loss: 990.9380 - logcount_predictions_loss: 0.8530 225/2081 [==>...........................] - ETA: 25:32 - loss: 1013.6181 - logits_profile_predictions_loss: 990.9258 - logcount_predictions_loss: 0.8531 226/2081 [==>...........................] - ETA: 25:32 - loss: 1013.6059 - logits_profile_predictions_loss: 990.9124 - logcount_predictions_loss: 0.8531 227/2081 [==>...........................] - ETA: 25:31 - loss: 1013.5950 - logits_profile_predictions_loss: 990.9003 - logcount_predictions_loss: 0.8532 228/2081 [==>...........................] - ETA: 25:30 - loss: 1013.5850 - logits_profile_predictions_loss: 990.8893 - logcount_predictions_loss: 0.8532 229/2081 [==>...........................] - ETA: 25:29 - loss: 1013.5721 - logits_profile_predictions_loss: 990.8753 - logcount_predictions_loss: 0.8533 230/2081 [==>...........................] - ETA: 25:28 - loss: 1013.5609 - logits_profile_predictions_loss: 990.8632 - logcount_predictions_loss: 0.8533 231/2081 [==>...........................] - ETA: 25:28 - loss: 1013.5483 - logits_profile_predictions_loss: 990.8494 - logcount_predictions_loss: 0.8533 232/2081 [==>...........................] - ETA: 25:27 - loss: 1013.5383 - logits_profile_predictions_loss: 990.8385 - logcount_predictions_loss: 0.8534 233/2081 [==>...........................] - ETA: 25:26 - loss: 1013.5288 - logits_profile_predictions_loss: 990.8281 - logcount_predictions_loss: 0.8534 234/2081 [==>...........................] - ETA: 25:25 - loss: 1013.5170 - logits_profile_predictions_loss: 990.8155 - logcount_predictions_loss: 0.8534 235/2081 [==>...........................] - ETA: 25:24 - loss: 1013.5086 - logits_profile_predictions_loss: 990.8065 - logcount_predictions_loss: 0.8535 236/2081 [==>...........................] - ETA: 25:23 - loss: 1013.5023 - logits_profile_predictions_loss: 990.7997 - logcount_predictions_loss: 0.8535 237/2081 [==>...........................] - ETA: 25:22 - loss: 1013.4979 - logits_profile_predictions_loss: 990.7948 - logcount_predictions_loss: 0.8535 238/2081 [==>...........................] - ETA: 25:22 - loss: 1013.4928 - logits_profile_predictions_loss: 990.7891 - logcount_predictions_loss: 0.8535 239/2081 [==>...........................] - ETA: 25:21 - loss: 1013.4892 - logits_profile_predictions_loss: 990.7848 - logcount_predictions_loss: 0.8535 240/2081 [==>...........................] - ETA: 25:20 - loss: 1013.4856 - logits_profile_predictions_loss: 990.7804 - logcount_predictions_loss: 0.8536 241/2081 [==>...........................] - ETA: 25:19 - loss: 1013.4797 - logits_profile_predictions_loss: 990.7738 - logcount_predictions_loss: 0.8536 242/2081 [==>...........................] - ETA: 25:18 - loss: 1013.4784 - logits_profile_predictions_loss: 990.7717 - logcount_predictions_loss: 0.8536 243/2081 [==>...........................] - ETA: 25:18 - loss: 1013.4755 - logits_profile_predictions_loss: 990.7681 - logcount_predictions_loss: 0.8537 244/2081 [==>...........................] - ETA: 25:17 - loss: 1013.4698 - logits_profile_predictions_loss: 990.7615 - logcount_predictions_loss: 0.8537 245/2081 [==>...........................] - ETA: 25:16 - loss: 1013.4661 - logits_profile_predictions_loss: 990.7570 - logcount_predictions_loss: 0.8537 246/2081 [==>...........................] - ETA: 25:15 - loss: 1013.4625 - logits_profile_predictions_loss: 990.7523 - logcount_predictions_loss: 0.8538 247/2081 [==>...........................] - ETA: 25:14 - loss: 1013.4619 - logits_profile_predictions_loss: 990.7506 - logcount_predictions_loss: 0.8538 248/2081 [==>...........................] - ETA: 25:13 - loss: 1013.4602 - logits_profile_predictions_loss: 990.7476 - logcount_predictions_loss: 0.8538 249/2081 [==>...........................] - ETA: 25:13 - loss: 1013.4570 - logits_profile_predictions_loss: 990.7433 - logcount_predictions_loss: 0.8539 250/2081 [==>...........................] - ETA: 25:12 - loss: 1013.4532 - logits_profile_predictions_loss: 990.7384 - logcount_predictions_loss: 0.8539 251/2081 [==>...........................] - ETA: 25:11 - loss: 1013.4537 - logits_profile_predictions_loss: 990.7377 - logcount_predictions_loss: 0.8540 252/2081 [==>...........................] - ETA: 25:10 - loss: 1013.4536 - logits_profile_predictions_loss: 990.7367 - logcount_predictions_loss: 0.8540 253/2081 [==>...........................] - ETA: 25:09 - loss: 1013.4539 - logits_profile_predictions_loss: 990.7360 - logcount_predictions_loss: 0.8540 254/2081 [==>...........................] - ETA: 25:09 - loss: 1013.4572 - logits_profile_predictions_loss: 990.7385 - logcount_predictions_loss: 0.8541 255/2081 [==>...........................] - ETA: 25:08 - loss: 1013.4639 - logits_profile_predictions_loss: 990.7444 - logcount_predictions_loss: 0.8541 256/2081 [==>...........................] - ETA: 25:07 - loss: 1013.4673 - logits_profile_predictions_loss: 990.7470 - logcount_predictions_loss: 0.8541 257/2081 [==>...........................] - ETA: 25:06 - loss: 1013.4683 - logits_profile_predictions_loss: 990.7472 - logcount_predictions_loss: 0.8542 258/2081 [==>...........................] - ETA: 25:05 - loss: 1013.4658 - logits_profile_predictions_loss: 990.7441 - logcount_predictions_loss: 0.8542 259/2081 [==>...........................] - ETA: 25:04 - loss: 1013.4649 - logits_profile_predictions_loss: 990.7424 - logcount_predictions_loss: 0.8542 260/2081 [==>...........................] - ETA: 25:04 - loss: 1013.4656 - logits_profile_predictions_loss: 990.7422 - logcount_predictions_loss: 0.8543 261/2081 [==>...........................] - ETA: 25:03 - loss: 1013.4675 - logits_profile_predictions_loss: 990.7432 - logcount_predictions_loss: 0.8543 262/2081 [==>...........................] - ETA: 25:02 - loss: 1013.4668 - logits_profile_predictions_loss: 990.7417 - logcount_predictions_loss: 0.8543 263/2081 [==>...........................] - ETA: 25:01 - loss: 1013.4630 - logits_profile_predictions_loss: 990.7369 - logcount_predictions_loss: 0.8544 264/2081 [==>...........................] - ETA: 25:00 - loss: 1013.4590 - logits_profile_predictions_loss: 990.7321 - logcount_predictions_loss: 0.8544 265/2081 [==>...........................] - ETA: 24:59 - loss: 1013.4576 - logits_profile_predictions_loss: 990.7298 - logcount_predictions_loss: 0.8544 266/2081 [==>...........................] - ETA: 24:59 - loss: 1013.4562 - logits_profile_predictions_loss: 990.7274 - logcount_predictions_loss: 0.8545 267/2081 [==>...........................] - ETA: 24:58 - loss: 1013.4537 - logits_profile_predictions_loss: 990.7239 - logcount_predictions_loss: 0.8545 268/2081 [==>...........................] - ETA: 24:57 - loss: 1013.4533 - logits_profile_predictions_loss: 990.7226 - logcount_predictions_loss: 0.8545 269/2081 [==>...........................] - ETA: 24:56 - loss: 1013.4518 - logits_profile_predictions_loss: 990.7202 - logcount_predictions_loss: 0.8546 270/2081 [==>...........................] - ETA: 24:55 - loss: 1013.4493 - logits_profile_predictions_loss: 990.7167 - logcount_predictions_loss: 0.8546 271/2081 [==>...........................] - ETA: 24:54 - loss: 1013.4476 - logits_profile_predictions_loss: 990.7140 - logcount_predictions_loss: 0.8546 272/2081 [==>...........................] - ETA: 24:54 - loss: 1013.4497 - logits_profile_predictions_loss: 990.7151 - logcount_predictions_loss: 0.8547 273/2081 [==>...........................] - ETA: 24:53 - loss: 1013.4519 - logits_profile_predictions_loss: 990.7165 - logcount_predictions_loss: 0.8547 274/2081 [==>...........................] - ETA: 24:52 - loss: 1013.4543 - logits_profile_predictions_loss: 990.7181 - logcount_predictions_loss: 0.8547 275/2081 [==>...........................] - ETA: 24:51 - loss: 1013.4554 - logits_profile_predictions_loss: 990.7185 - logcount_predictions_loss: 0.8548 276/2081 [==>...........................] - ETA: 24:50 - loss: 1013.4547 - logits_profile_predictions_loss: 990.7171 - logcount_predictions_loss: 0.8548 277/2081 [==>...........................] - ETA: 24:50 - loss: 1013.4567 - logits_profile_predictions_loss: 990.7185 - logcount_predictions_loss: 0.8548 278/2081 [===>..........................] - ETA: 24:49 - loss: 1013.4581 - logits_profile_predictions_loss: 990.7193 - logcount_predictions_loss: 0.8548 279/2081 [===>..........................] - ETA: 24:48 - loss: 1013.4622 - logits_profile_predictions_loss: 990.7227 - logcount_predictions_loss: 0.8549 280/2081 [===>..........................] - ETA: 24:47 - loss: 1013.4678 - logits_profile_predictions_loss: 990.7277 - logcount_predictions_loss: 0.8549 281/2081 [===>..........................] - ETA: 24:46 - loss: 1013.4707 - logits_profile_predictions_loss: 990.7299 - logcount_predictions_loss: 0.8549 282/2081 [===>..........................] - ETA: 24:45 - loss: 1013.4720 - logits_profile_predictions_loss: 990.7307 - logcount_predictions_loss: 0.8549 283/2081 [===>..........................] - ETA: 24:45 - loss: 1013.4728 - logits_profile_predictions_loss: 990.7308 - logcount_predictions_loss: 0.8550 284/2081 [===>..........................] - ETA: 24:44 - loss: 1013.4752 - logits_profile_predictions_loss: 990.7326 - logcount_predictions_loss: 0.8550 285/2081 [===>..........................] - ETA: 24:43 - loss: 1013.4770 - logits_profile_predictions_loss: 990.7339 - logcount_predictions_loss: 0.8550 286/2081 [===>..........................] - ETA: 24:42 - loss: 1013.4782 - logits_profile_predictions_loss: 990.7346 - logcount_predictions_loss: 0.8550 287/2081 [===>..........................] - ETA: 24:41 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7347 - logcount_predictions_loss: 0.8550 288/2081 [===>..........................] - ETA: 24:40 - loss: 1013.4789 - logits_profile_predictions_loss: 990.7344 - logcount_predictions_loss: 0.8550 289/2081 [===>..........................] - ETA: 24:40 - loss: 1013.4778 - logits_profile_predictions_loss: 990.7329 - logcount_predictions_loss: 0.8551 290/2081 [===>..........................] - ETA: 24:39 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7333 - logcount_predictions_loss: 0.8551 291/2081 [===>..........................] - ETA: 24:38 - loss: 1013.4787 - logits_profile_predictions_loss: 990.7328 - logcount_predictions_loss: 0.8551 292/2081 [===>..........................] - ETA: 24:37 - loss: 1013.4776 - logits_profile_predictions_loss: 990.7313 - logcount_predictions_loss: 0.8551 293/2081 [===>..........................] - ETA: 24:36 - loss: 1013.4763 - logits_profile_predictions_loss: 990.7295 - logcount_predictions_loss: 0.8551 294/2081 [===>..........................] - ETA: 24:35 - loss: 1013.4758 - logits_profile_predictions_loss: 990.7286 - logcount_predictions_loss: 0.8551 295/2081 [===>..........................] - ETA: 24:35 - loss: 1013.4756 - logits_profile_predictions_loss: 990.7279 - logcount_predictions_loss: 0.8552 296/2081 [===>..........................] - ETA: 24:34 - loss: 1013.4755 - logits_profile_predictions_loss: 990.7273 - logcount_predictions_loss: 0.8552 297/2081 [===>..........................] - ETA: 24:33 - loss: 1013.4749 - logits_profile_predictions_loss: 990.7262 - logcount_predictions_loss: 0.8552 298/2081 [===>..........................] - ETA: 24:32 - loss: 1013.4739 - logits_profile_predictions_loss: 990.7247 - logcount_predictions_loss: 0.8552 299/2081 [===>..........................] - ETA: 24:31 - loss: 1013.4742 - logits_profile_predictions_loss: 990.7245 - logcount_predictions_loss: 0.8552 300/2081 [===>..........................] - ETA: 24:31 - loss: 1013.4759 - logits_profile_predictions_loss: 990.7258 - logcount_predictions_loss: 0.8553 301/2081 [===>..........................] - ETA: 24:30 - loss: 1013.4771 - logits_profile_predictions_loss: 990.7265 - logcount_predictions_loss: 0.8553 302/2081 [===>..........................] - ETA: 24:29 - loss: 1013.4765 - logits_profile_predictions_loss: 990.7256 - logcount_predictions_loss: 0.8553 303/2081 [===>..........................] - ETA: 24:28 - loss: 1013.4744 - logits_profile_predictions_loss: 990.7232 - logcount_predictions_loss: 0.8553 304/2081 [===>..........................] - ETA: 24:27 - loss: 1013.4714 - logits_profile_predictions_loss: 990.7198 - logcount_predictions_loss: 0.8553 305/2081 [===>..........................] - ETA: 24:26 - loss: 1013.4680 - logits_profile_predictions_loss: 990.7160 - logcount_predictions_loss: 0.8553 306/2081 [===>..........................] - ETA: 24:26 - loss: 1013.4634 - logits_profile_predictions_loss: 990.7112 - logcount_predictions_loss: 0.8553 307/2081 [===>..........................] - ETA: 24:25 - loss: 1013.4590 - logits_profile_predictions_loss: 990.7065 - logcount_predictions_loss: 0.8553 308/2081 [===>..........................] - ETA: 24:24 - loss: 1013.4554 - logits_profile_predictions_loss: 990.7027 - logcount_predictions_loss: 0.8554 309/2081 [===>..........................] - ETA: 24:23 - loss: 1013.4508 - logits_profile_predictions_loss: 990.6979 - logcount_predictions_loss: 0.8554 310/2081 [===>..........................] - ETA: 24:22 - loss: 1013.4449 - logits_profile_predictions_loss: 990.6918 - logcount_predictions_loss: 0.8554 311/2081 [===>..........................] - ETA: 24:21 - loss: 1013.4378 - logits_profile_predictions_loss: 990.6845 - logcount_predictions_loss: 0.8554 312/2081 [===>..........................] - ETA: 24:21 - loss: 1013.4320 - logits_profile_predictions_loss: 990.6786 - logcount_predictions_loss: 0.8554 313/2081 [===>..........................] - ETA: 24:20 - loss: 1013.4229 - logits_profile_predictions_loss: 990.6694 - logcount_predictions_loss: 0.8554 314/2081 [===>..........................] - ETA: 24:19 - loss: 1013.4157 - logits_profile_predictions_loss: 990.6619 - logcount_predictions_loss: 0.8554 315/2081 [===>..........................] - ETA: 24:18 - loss: 1013.4080 - logits_profile_predictions_loss: 990.6540 - logcount_predictions_loss: 0.8554 316/2081 [===>..........................] - ETA: 24:17 - loss: 1013.4011 - logits_profile_predictions_loss: 990.6470 - logcount_predictions_loss: 0.8554 317/2081 [===>..........................] - ETA: 24:16 - loss: 1013.3944 - logits_profile_predictions_loss: 990.6401 - logcount_predictions_loss: 0.8554 318/2081 [===>..........................] - ETA: 24:16 - loss: 1013.3848 - logits_profile_predictions_loss: 990.6303 - logcount_predictions_loss: 0.8554 319/2081 [===>..........................] - ETA: 24:15 - loss: 1013.3764 - logits_profile_predictions_loss: 990.6217 - logcount_predictions_loss: 0.8554 320/2081 [===>..........................] - ETA: 24:14 - loss: 1013.3675 - logits_profile_predictions_loss: 990.6126 - logcount_predictions_loss: 0.8554 321/2081 [===>..........................] - ETA: 24:13 - loss: 1013.3582 - logits_profile_predictions_loss: 990.6031 - logcount_predictions_loss: 0.8554 322/2081 [===>..........................] - ETA: 24:12 - loss: 1013.3487 - logits_profile_predictions_loss: 990.5935 - logcount_predictions_loss: 0.8555 323/2081 [===>..........................] - ETA: 24:11 - loss: 1013.3399 - logits_profile_predictions_loss: 990.5845 - logcount_predictions_loss: 0.8555 324/2081 [===>..........................] - ETA: 24:11 - loss: 1013.3323 - logits_profile_predictions_loss: 990.5766 - logcount_predictions_loss: 0.8555 325/2081 [===>..........................] - ETA: 24:10 - loss: 1013.3236 - logits_profile_predictions_loss: 990.5678 - logcount_predictions_loss: 0.8555 326/2081 [===>..........................] - ETA: 24:09 - loss: 1013.3140 - logits_profile_predictions_loss: 990.5580 - logcount_predictions_loss: 0.8555 327/2081 [===>..........................] - ETA: 24:08 - loss: 1013.3053 - logits_profile_predictions_loss: 990.5492 - logcount_predictions_loss: 0.8555 328/2081 [===>..........................] - ETA: 24:07 - loss: 1013.2958 - logits_profile_predictions_loss: 990.5397 - logcount_predictions_loss: 0.8555 329/2081 [===>..........................] - ETA: 24:07 - loss: 1013.2867 - logits_profile_predictions_loss: 990.5305 - logcount_predictions_loss: 0.8555 330/2081 [===>..........................] - ETA: 24:06 - loss: 1013.2764 - logits_profile_predictions_loss: 990.5202 - logcount_predictions_loss: 0.8555 331/2081 [===>..........................] - ETA: 24:05 - loss: 1013.2664 - logits_profile_predictions_loss: 990.5102 - logcount_predictions_loss: 0.8555 332/2081 [===>..........................] - ETA: 24:04 - loss: 1013.2563 - logits_profile_predictions_loss: 990.5002 - logcount_predictions_loss: 0.8555 333/2081 [===>..........................] - ETA: 24:03 - loss: 1013.2481 - logits_profile_predictions_loss: 990.4920 - logcount_predictions_loss: 0.8555 334/2081 [===>..........................] - ETA: 24:02 - loss: 1013.2415 - logits_profile_predictions_loss: 990.4854 - logcount_predictions_loss: 0.8555 335/2081 [===>..........................] - ETA: 24:02 - loss: 1013.2362 - logits_profile_predictions_loss: 990.4800 - logcount_predictions_loss: 0.8555 336/2081 [===>..........................] - ETA: 24:01 - loss: 1013.2315 - logits_profile_predictions_loss: 990.4753 - logcount_predictions_loss: 0.8555 337/2081 [===>..........................] - ETA: 24:00 - loss: 1013.2253 - logits_profile_predictions_loss: 990.4691 - logcount_predictions_loss: 0.8555 338/2081 [===>..........................] - ETA: 23:59 - loss: 1013.2198 - logits_profile_predictions_loss: 990.4637 - logcount_predictions_loss: 0.8555 339/2081 [===>..........................] - ETA: 23:58 - loss: 1013.2151 - logits_profile_predictions_loss: 990.4590 - logcount_predictions_loss: 0.8555 340/2081 [===>..........................] - ETA: 23:57 - loss: 1013.2101 - logits_profile_predictions_loss: 990.4541 - logcount_predictions_loss: 0.8555 341/2081 [===>..........................] - ETA: 23:57 - loss: 1013.2061 - logits_profile_predictions_loss: 990.4502 - logcount_predictions_loss: 0.8555 342/2081 [===>..........................] - ETA: 23:56 - loss: 1013.2005 - logits_profile_predictions_loss: 990.4447 - logcount_predictions_loss: 0.8555 343/2081 [===>..........................] - ETA: 23:55 - loss: 1013.1951 - logits_profile_predictions_loss: 990.4394 - logcount_predictions_loss: 0.8555 344/2081 [===>..........................] - ETA: 23:54 - loss: 1013.1921 - logits_profile_predictions_loss: 990.4364 - logcount_predictions_loss: 0.8555 345/2081 [===>..........................] - ETA: 23:53 - loss: 1013.1901 - logits_profile_predictions_loss: 990.4345 - logcount_predictions_loss: 0.8555 346/2081 [===>..........................] - ETA: 23:53 - loss: 1013.1893 - logits_profile_predictions_loss: 990.4338 - logcount_predictions_loss: 0.8555 347/2081 [====>.........................] - ETA: 23:52 - loss: 1013.1887 - logits_profile_predictions_loss: 990.4332 - logcount_predictions_loss: 0.8555 348/2081 [====>.........................] - ETA: 23:51 - loss: 1013.1870 - logits_profile_predictions_loss: 990.4316 - logcount_predictions_loss: 0.8555 349/2081 [====>.........................] - ETA: 23:50 - loss: 1013.1877 - logits_profile_predictions_loss: 990.4324 - logcount_predictions_loss: 0.8555 350/2081 [====>.........................] - ETA: 23:49 - loss: 1013.1880 - logits_profile_predictions_loss: 990.4328 - logcount_predictions_loss: 0.8554 351/2081 [====>.........................] - ETA: 23:48 - loss: 1013.1883 - logits_profile_predictions_loss: 990.4331 - logcount_predictions_loss: 0.8554 352/2081 [====>.........................] - ETA: 23:48 - loss: 1013.1891 - logits_profile_predictions_loss: 990.4340 - logcount_predictions_loss: 0.8554 353/2081 [====>.........................] - ETA: 23:47 - loss: 1013.1900 - logits_profile_predictions_loss: 990.4349 - logcount_predictions_loss: 0.8554 354/2081 [====>.........................] - ETA: 23:46 - loss: 1013.1937 - logits_profile_predictions_loss: 990.4387 - logcount_predictions_loss: 0.8554 355/2081 [====>.........................] - ETA: 23:45 - loss: 1013.1997 - logits_profile_predictions_loss: 990.4448 - logcount_predictions_loss: 0.8554 356/2081 [====>.........................] - ETA: 23:44 - loss: 1013.2047 - logits_profile_predictions_loss: 990.4498 - logcount_predictions_loss: 0.8554 357/2081 [====>.........................] - ETA: 23:43 - loss: 1013.2086 - logits_profile_predictions_loss: 990.4537 - logcount_predictions_loss: 0.8554 358/2081 [====>.........................] - ETA: 23:43 - loss: 1013.2142 - logits_profile_predictions_loss: 990.4593 - logcount_predictions_loss: 0.8554 359/2081 [====>.........................] - ETA: 23:42 - loss: 1013.2204 - logits_profile_predictions_loss: 990.4655 - logcount_predictions_loss: 0.8554 360/2081 [====>.........................] - ETA: 23:41 - loss: 1013.2241 - logits_profile_predictions_loss: 990.4692 - logcount_predictions_loss: 0.8554 361/2081 [====>.........................] - ETA: 23:40 - loss: 1013.2271 - logits_profile_predictions_loss: 990.4721 - logcount_predictions_loss: 0.8554 362/2081 [====>.........................] - ETA: 23:39 - loss: 1013.2299 - logits_profile_predictions_loss: 990.4748 - logcount_predictions_loss: 0.8554 363/2081 [====>.........................] - ETA: 23:38 - loss: 1013.2331 - logits_profile_predictions_loss: 990.4780 - logcount_predictions_loss: 0.8554 364/2081 [====>.........................] - ETA: 23:38 - loss: 1013.2364 - logits_profile_predictions_loss: 990.4812 - logcount_predictions_loss: 0.8554 365/2081 [====>.........................] - ETA: 23:37 - loss: 1013.2409 - logits_profile_predictions_loss: 990.4857 - logcount_predictions_loss: 0.8554 366/2081 [====>.........................] - ETA: 23:36 - loss: 1013.2447 - logits_profile_predictions_loss: 990.4895 - logcount_predictions_loss: 0.8554 367/2081 [====>.........................] - ETA: 23:35 - loss: 1013.2500 - logits_profile_predictions_loss: 990.4946 - logcount_predictions_loss: 0.8555 368/2081 [====>.........................] - ETA: 23:34 - loss: 1013.2533 - logits_profile_predictions_loss: 990.4978 - logcount_predictions_loss: 0.8555 369/2081 [====>.........................] - ETA: 23:33 - loss: 1013.2569 - logits_profile_predictions_loss: 990.5013 - logcount_predictions_loss: 0.8555 370/2081 [====>.........................] - ETA: 23:33 - loss: 1013.2595 - logits_profile_predictions_loss: 990.5039 - logcount_predictions_loss: 0.8555 371/2081 [====>.........................] - ETA: 23:32 - loss: 1013.2620 - logits_profile_predictions_loss: 990.5063 - logcount_predictions_loss: 0.8555 372/2081 [====>.........................] - ETA: 23:31 - loss: 1013.2653 - logits_profile_predictions_loss: 990.5095 - logcount_predictions_loss: 0.8555 373/2081 [====>.........................] - ETA: 23:30 - loss: 1013.2698 - logits_profile_predictions_loss: 990.5140 - logcount_predictions_loss: 0.8555 374/2081 [====>.........................] - ETA: 23:29 - loss: 1013.2725 - logits_profile_predictions_loss: 990.5166 - logcount_predictions_loss: 0.8555 375/2081 [====>.........................] - ETA: 23:28 - loss: 1013.2744 - logits_profile_predictions_loss: 990.5185 - logcount_predictions_loss: 0.8555 376/2081 [====>.........................] - ETA: 23:28 - loss: 1013.2773 - logits_profile_predictions_loss: 990.5214 - logcount_predictions_loss: 0.8555 377/2081 [====>.........................] - ETA: 23:27 - loss: 1013.2789 - logits_profile_predictions_loss: 990.5230 - logcount_predictions_loss: 0.8555 378/2081 [====>.........................] - ETA: 23:26 - loss: 1013.2802 - logits_profile_predictions_loss: 990.5242 - logcount_predictions_loss: 0.8555 379/2081 [====>.........................] - ETA: 23:25 - loss: 1013.2819 - logits_profile_predictions_loss: 990.5259 - logcount_predictions_loss: 0.8555 380/2081 [====>.........................] - ETA: 23:24 - loss: 1013.2828 - logits_profile_predictions_loss: 990.5268 - logcount_predictions_loss: 0.8555 381/2081 [====>.........................] - ETA: 23:24 - loss: 1013.2835 - logits_profile_predictions_loss: 990.5275 - logcount_predictions_loss: 0.8555 382/2081 [====>.........................] - ETA: 23:23 - loss: 1013.2836 - logits_profile_predictions_loss: 990.5275 - logcount_predictions_loss: 0.8555 383/2081 [====>.........................] - ETA: 23:22 - loss: 1013.2833 - logits_profile_predictions_loss: 990.5272 - logcount_predictions_loss: 0.8555 384/2081 [====>.........................] - ETA: 23:21 - loss: 1013.2826 - logits_profile_predictions_loss: 990.5266 - logcount_predictions_loss: 0.8555 385/2081 [====>.........................] - ETA: 23:20 - loss: 1013.2824 - logits_profile_predictions_loss: 990.5265 - logcount_predictions_loss: 0.8555 386/2081 [====>.........................] - ETA: 23:19 - loss: 1013.2824 - logits_profile_predictions_loss: 990.5266 - logcount_predictions_loss: 0.8555 387/2081 [====>.........................] - ETA: 23:19 - loss: 1013.2809 - logits_profile_predictions_loss: 990.5251 - logcount_predictions_loss: 0.8555 388/2081 [====>.........................] - ETA: 23:18 - loss: 1013.2797 - logits_profile_predictions_loss: 990.5240 - logcount_predictions_loss: 0.8555 389/2081 [====>.........................] - ETA: 23:17 - loss: 1013.2799 - logits_profile_predictions_loss: 990.5242 - logcount_predictions_loss: 0.8555 390/2081 [====>.........................] - ETA: 23:16 - loss: 1013.2780 - logits_profile_predictions_loss: 990.5223 - logcount_predictions_loss: 0.8555 391/2081 [====>.........................] - ETA: 23:15 - loss: 1013.2771 - logits_profile_predictions_loss: 990.5214 - logcount_predictions_loss: 0.8555 392/2081 [====>.........................] - ETA: 23:14 - loss: 1013.2771 - logits_profile_predictions_loss: 990.5215 - logcount_predictions_loss: 0.8555 393/2081 [====>.........................] - ETA: 23:14 - loss: 1013.2767 - logits_profile_predictions_loss: 990.5211 - logcount_predictions_loss: 0.8555 394/2081 [====>.........................] - ETA: 23:13 - loss: 1013.2760 - logits_profile_predictions_loss: 990.5204 - logcount_predictions_loss: 0.8555 395/2081 [====>.........................] - ETA: 23:12 - loss: 1013.2742 - logits_profile_predictions_loss: 990.5186 - logcount_predictions_loss: 0.8555 396/2081 [====>.........................] - ETA: 23:11 - loss: 1013.2733 - logits_profile_predictions_loss: 990.5178 - logcount_predictions_loss: 0.8555 397/2081 [====>.........................] - ETA: 23:10 - loss: 1013.2714 - logits_profile_predictions_loss: 990.5159 - logcount_predictions_loss: 0.8555 398/2081 [====>.........................] - ETA: 23:10 - loss: 1013.2685 - logits_profile_predictions_loss: 990.5131 - logcount_predictions_loss: 0.8555 399/2081 [====>.........................] - ETA: 23:09 - loss: 1013.2649 - logits_profile_predictions_loss: 990.5096 - logcount_predictions_loss: 0.8555 400/2081 [====>.........................] - ETA: 23:08 - loss: 1013.2619 - logits_profile_predictions_loss: 990.5067 - logcount_predictions_loss: 0.8554 401/2081 [====>.........................] - ETA: 23:07 - loss: 1013.2595 - logits_profile_predictions_loss: 990.5045 - logcount_predictions_loss: 0.8554 402/2081 [====>.........................] - ETA: 23:06 - loss: 1013.2566 - logits_profile_predictions_loss: 990.5017 - logcount_predictions_loss: 0.8554 403/2081 [====>.........................] - ETA: 23:05 - loss: 1013.2534 - logits_profile_predictions_loss: 990.4986 - logcount_predictions_loss: 0.8554 404/2081 [====>.........................] - ETA: 23:05 - loss: 1013.2493 - logits_profile_predictions_loss: 990.4947 - logcount_predictions_loss: 0.8554 405/2081 [====>.........................] - ETA: 23:04 - loss: 1013.2445 - logits_profile_predictions_loss: 990.4900 - logcount_predictions_loss: 0.8554 406/2081 [====>.........................] - ETA: 23:03 - loss: 1013.2397 - logits_profile_predictions_loss: 990.4853 - logcount_predictions_loss: 0.8554 407/2081 [====>.........................] - ETA: 23:02 - loss: 1013.2353 - logits_profile_predictions_loss: 990.4810 - logcount_predictions_loss: 0.8554 408/2081 [====>.........................] - ETA: 23:01 - loss: 1013.2301 - logits_profile_predictions_loss: 990.4760 - logcount_predictions_loss: 0.8554 409/2081 [====>.........................] - ETA: 23:00 - loss: 1013.2244 - logits_profile_predictions_loss: 990.4704 - logcount_predictions_loss: 0.8554 410/2081 [====>.........................] - ETA: 23:00 - loss: 1013.2190 - logits_profile_predictions_loss: 990.4650 - logcount_predictions_loss: 0.8554 411/2081 [====>.........................] - ETA: 22:59 - loss: 1013.2141 - logits_profile_predictions_loss: 990.4603 - logcount_predictions_loss: 0.8554 412/2081 [====>.........................] - ETA: 22:58 - loss: 1013.2085 - logits_profile_predictions_loss: 990.4548 - logcount_predictions_loss: 0.8554 413/2081 [====>.........................] - ETA: 22:57 - loss: 1013.2022 - logits_profile_predictions_loss: 990.4484 - logcount_predictions_loss: 0.8554 414/2081 [====>.........................] - ETA: 22:56 - loss: 1013.1954 - logits_profile_predictions_loss: 990.4417 - logcount_predictions_loss: 0.8554 415/2081 [====>.........................] - ETA: 22:55 - loss: 1013.1881 - logits_profile_predictions_loss: 990.4345 - logcount_predictions_loss: 0.8554 416/2081 [====>.........................] - ETA: 22:55 - loss: 1013.1824 - logits_profile_predictions_loss: 990.4288 - logcount_predictions_loss: 0.8554 417/2081 [=====>........................] - ETA: 22:54 - loss: 1013.1771 - logits_profile_predictions_loss: 990.4236 - logcount_predictions_loss: 0.8554 418/2081 [=====>........................] - ETA: 22:53 - loss: 1013.1711 - logits_profile_predictions_loss: 990.4176 - logcount_predictions_loss: 0.8554 419/2081 [=====>........................] - ETA: 22:52 - loss: 1013.1653 - logits_profile_predictions_loss: 990.4117 - logcount_predictions_loss: 0.8554 420/2081 [=====>........................] - ETA: 22:51 - loss: 1013.1592 - logits_profile_predictions_loss: 990.4056 - logcount_predictions_loss: 0.8554 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logcount_predictions_loss: 0.8536 2046/2081 [============================>.] - ETA: 28s - loss: 1015.5576 - logits_profile_predictions_loss: 992.8512 - logcount_predictions_loss: 0.8536 2047/2081 [============================>.] - ETA: 28s - loss: 1015.5583 - logits_profile_predictions_loss: 992.8519 - logcount_predictions_loss: 0.8536 2048/2081 [============================>.] - ETA: 27s - loss: 1015.5589 - logits_profile_predictions_loss: 992.8525 - logcount_predictions_loss: 0.8536 2049/2081 [============================>.] - ETA: 26s - loss: 1015.5595 - logits_profile_predictions_loss: 992.8532 - logcount_predictions_loss: 0.8536 2050/2081 [============================>.] - ETA: 25s - loss: 1015.5602 - logits_profile_predictions_loss: 992.8538 - logcount_predictions_loss: 0.8536 2051/2081 [============================>.] - ETA: 24s - loss: 1015.5608 - logits_profile_predictions_loss: 992.8544 - logcount_predictions_loss: 0.8536 2052/2081 [============================>.] - ETA: 23s 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logcount_predictions_loss: 0.8536 2059/2081 [============================>.] - ETA: 18s - loss: 1015.5660 - logits_profile_predictions_loss: 992.8597 - logcount_predictions_loss: 0.8536 2060/2081 [============================>.] - ETA: 17s - loss: 1015.5666 - logits_profile_predictions_loss: 992.8603 - logcount_predictions_loss: 0.8536 2061/2081 [============================>.] - ETA: 16s - loss: 1015.5672 - logits_profile_predictions_loss: 992.8610 - logcount_predictions_loss: 0.8536 2062/2081 [============================>.] - ETA: 15s - loss: 1015.5678 - logits_profile_predictions_loss: 992.8615 - logcount_predictions_loss: 0.8536 2063/2081 [============================>.] - ETA: 14s - loss: 1015.5684 - logits_profile_predictions_loss: 992.8622 - logcount_predictions_loss: 0.8536 2064/2081 [============================>.] - ETA: 14s - loss: 1015.5690 - logits_profile_predictions_loss: 992.8628 - logcount_predictions_loss: 0.8536 2065/2081 [============================>.] - ETA: 13s - loss: 1015.5697 - logits_profile_predictions_loss: 992.8634 - logcount_predictions_loss: 0.8536 2066/2081 [============================>.] - ETA: 12s - loss: 1015.5703 - logits_profile_predictions_loss: 992.8641 - logcount_predictions_loss: 0.8536 2067/2081 [============================>.] - ETA: 11s - loss: 1015.5710 - logits_profile_predictions_loss: 992.8648 - logcount_predictions_loss: 0.8536 2068/2081 [============================>.] - ETA: 10s - loss: 1015.5717 - logits_profile_predictions_loss: 992.8655 - logcount_predictions_loss: 0.8536 2069/2081 [============================>.] - ETA: 9s - loss: 1015.5723 - logits_profile_predictions_loss: 992.8661 - logcount_predictions_loss: 0.8536  2070/2081 [============================>.] - ETA: 9s - loss: 1015.5729 - logits_profile_predictions_loss: 992.8667 - logcount_predictions_loss: 0.8536 2071/2081 [============================>.] - ETA: 8s - loss: 1015.5735 - logits_profile_predictions_loss: 992.8673 - logcount_predictions_loss: 0.8536 2072/2081 [============================>.] - ETA: 7s - loss: 1015.5741 - logits_profile_predictions_loss: 992.8679 - logcount_predictions_loss: 0.8536 2073/2081 [============================>.] - ETA: 6s - loss: 1015.5746 - logits_profile_predictions_loss: 992.8685 - logcount_predictions_loss: 0.8536 2074/2081 [============================>.] - ETA: 5s - loss: 1015.5752 - logits_profile_predictions_loss: 992.8691 - logcount_predictions_loss: 0.8536 2075/2081 [============================>.] - ETA: 4s - loss: 1015.5757 - logits_profile_predictions_loss: 992.8696 - logcount_predictions_loss: 0.8536 2076/2081 [============================>.] - ETA: 4s - loss: 1015.5762 - logits_profile_predictions_loss: 992.8701 - logcount_predictions_loss: 0.8536 2077/2081 [============================>.] - ETA: 3s - loss: 1015.5766 - logits_profile_predictions_loss: 992.8706 - logcount_predictions_loss: 0.8536 2078/2081 [============================>.] - ETA: 2s - loss: 1015.5771 - logits_profile_predictions_loss: 992.8711 - logcount_predictions_loss: 0.8536 2079/2081 [============================>.] - ETA: 1s - loss: 1015.5775 - logits_profile_predictions_loss: 992.8715 - logcount_predictions_loss: 0.8536 2080/2081 [============================>.] - ETA: 0s - loss: 1015.5780 - logits_profile_predictions_loss: 992.8720 - logcount_predictions_loss: 0.8536 2081/2081 [==============================] - ETA: 0s - loss: 1015.5784 - logits_profile_predictions_loss: 992.8725 - logcount_predictions_loss: 0.8536 2081/2081 [==============================] - 1780s 855ms/step - loss: 1015.5789 - logits_profile_predictions_loss: 992.8729 - logcount_predictions_loss: 0.8536 - val_loss: 1086.1864 - val_logits_profile_predictions_loss: 1061.8732 - val_logcount_predictions_loss: 0.9140 + +Epoch 00009: val_loss did not improve from 1070.43677 +Epoch 10/50 + 1/2081 [..............................] - ETA: 29:38 - loss: 902.0592 - logits_profile_predictions_loss: 874.3037 - logcount_predictions_loss: 1.0434 2/2081 [..............................] - ETA: 28:35 - loss: 935.4971 - logits_profile_predictions_loss: 910.3936 - logcount_predictions_loss: 0.9437 3/2081 [..............................] - ETA: 28:28 - loss: 935.1891 - logits_profile_predictions_loss: 911.2635 - logcount_predictions_loss: 0.8995 4/2081 [..............................] - ETA: 28:26 - loss: 939.5934 - logits_profile_predictions_loss: 916.4492 - logcount_predictions_loss: 0.8701 5/2081 [..............................] - ETA: 28:26 - loss: 942.5248 - logits_profile_predictions_loss: 919.8292 - logcount_predictions_loss: 0.8532 6/2081 [..............................] - ETA: 28:26 - loss: 948.5169 - logits_profile_predictions_loss: 926.1016 - logcount_predictions_loss: 0.8427 7/2081 [..............................] - ETA: 28:26 - loss: 951.7979 - logits_profile_predictions_loss: 929.4266 - logcount_predictions_loss: 0.8410 8/2081 [..............................] - ETA: 28:26 - loss: 954.1338 - logits_profile_predictions_loss: 931.8785 - logcount_predictions_loss: 0.8367 9/2081 [..............................] - ETA: 28:25 - loss: 955.1197 - logits_profile_predictions_loss: 933.0491 - logcount_predictions_loss: 0.8297 10/2081 [..............................] - ETA: 28:25 - loss: 957.7639 - logits_profile_predictions_loss: 935.8692 - logcount_predictions_loss: 0.8231 11/2081 [..............................] - ETA: 28:25 - loss: 960.2454 - logits_profile_predictions_loss: 938.4492 - logcount_predictions_loss: 0.8194 12/2081 [..............................] - ETA: 28:25 - loss: 961.3772 - logits_profile_predictions_loss: 939.7000 - logcount_predictions_loss: 0.8149 13/2081 [..............................] - ETA: 28:24 - loss: 962.5378 - logits_profile_predictions_loss: 940.9670 - logcount_predictions_loss: 0.8109 14/2081 [..............................] - ETA: 28:23 - loss: 963.6732 - logits_profile_predictions_loss: 942.1785 - logcount_predictions_loss: 0.8081 15/2081 [..............................] - ETA: 28:22 - loss: 965.2131 - logits_profile_predictions_loss: 943.7311 - logcount_predictions_loss: 0.8076 16/2081 [..............................] - ETA: 28:22 - loss: 966.8105 - logits_profile_predictions_loss: 945.3467 - logcount_predictions_loss: 0.8069 17/2081 [..............................] - ETA: 28:21 - loss: 968.5427 - logits_profile_predictions_loss: 947.0750 - logcount_predictions_loss: 0.8071 18/2081 [..............................] - ETA: 28:20 - loss: 969.8072 - logits_profile_predictions_loss: 948.3399 - logcount_predictions_loss: 0.8070 19/2081 [..............................] - ETA: 28:19 - loss: 970.8692 - logits_profile_predictions_loss: 949.3476 - logcount_predictions_loss: 0.8091 20/2081 [..............................] - ETA: 28:18 - loss: 972.3171 - logits_profile_predictions_loss: 950.7485 - logcount_predictions_loss: 0.8108 21/2081 [..............................] - ETA: 28:17 - loss: 973.2155 - logits_profile_predictions_loss: 951.6131 - logcount_predictions_loss: 0.8121 22/2081 [..............................] - ETA: 28:17 - loss: 974.4869 - logits_profile_predictions_loss: 952.8532 - logcount_predictions_loss: 0.8133 23/2081 [..............................] - ETA: 28:16 - loss: 975.5428 - logits_profile_predictions_loss: 953.8887 - logcount_predictions_loss: 0.8141 24/2081 [..............................] - ETA: 28:15 - loss: 976.9083 - logits_profile_predictions_loss: 955.2287 - logcount_predictions_loss: 0.8150 25/2081 [..............................] - ETA: 28:14 - loss: 978.1029 - logits_profile_predictions_loss: 956.4166 - logcount_predictions_loss: 0.8153 26/2081 [..............................] - ETA: 28:13 - loss: 979.3048 - logits_profile_predictions_loss: 957.6125 - logcount_predictions_loss: 0.8155 27/2081 [..............................] - ETA: 28:12 - loss: 980.6291 - logits_profile_predictions_loss: 958.9230 - logcount_predictions_loss: 0.8160 28/2081 [..............................] - ETA: 28:12 - loss: 981.9201 - logits_profile_predictions_loss: 960.1972 - logcount_predictions_loss: 0.8167 29/2081 [..............................] - ETA: 28:11 - loss: 983.1607 - logits_profile_predictions_loss: 961.4281 - logcount_predictions_loss: 0.8170 30/2081 [..............................] - ETA: 28:10 - loss: 984.1666 - logits_profile_predictions_loss: 962.4268 - logcount_predictions_loss: 0.8173 31/2081 [..............................] - ETA: 28:09 - loss: 984.9682 - logits_profile_predictions_loss: 963.2230 - logcount_predictions_loss: 0.8175 32/2081 [..............................] - ETA: 28:09 - loss: 985.9641 - logits_profile_predictions_loss: 964.2096 - logcount_predictions_loss: 0.8178 33/2081 [..............................] - ETA: 28:08 - loss: 986.7860 - logits_profile_predictions_loss: 965.0248 - logcount_predictions_loss: 0.8181 34/2081 [..............................] - ETA: 28:07 - loss: 987.6459 - logits_profile_predictions_loss: 965.8652 - logcount_predictions_loss: 0.8188 35/2081 [..............................] - ETA: 28:07 - loss: 988.2852 - logits_profile_predictions_loss: 966.4891 - logcount_predictions_loss: 0.8194 36/2081 [..............................] - ETA: 28:06 - loss: 988.8578 - logits_profile_predictions_loss: 967.0432 - logcount_predictions_loss: 0.8201 37/2081 [..............................] - ETA: 28:05 - loss: 989.4671 - logits_profile_predictions_loss: 967.6337 - logcount_predictions_loss: 0.8208 38/2081 [..............................] - ETA: 28:04 - loss: 990.0544 - logits_profile_predictions_loss: 968.2033 - logcount_predictions_loss: 0.8215 39/2081 [..............................] - ETA: 28:04 - loss: 990.5703 - logits_profile_predictions_loss: 968.6978 - logcount_predictions_loss: 0.8223 40/2081 [..............................] - ETA: 28:03 - loss: 991.2372 - logits_profile_predictions_loss: 969.3440 - logcount_predictions_loss: 0.8230 41/2081 [..............................] - ETA: 28:02 - loss: 991.9303 - logits_profile_predictions_loss: 970.0103 - logcount_predictions_loss: 0.8241 42/2081 [..............................] - ETA: 28:01 - loss: 992.7021 - logits_profile_predictions_loss: 970.7544 - logcount_predictions_loss: 0.8251 43/2081 [..............................] - ETA: 28:01 - loss: 993.4705 - logits_profile_predictions_loss: 971.4941 - logcount_predictions_loss: 0.8262 44/2081 [..............................] - ETA: 28:00 - loss: 994.1504 - logits_profile_predictions_loss: 972.1436 - logcount_predictions_loss: 0.8273 45/2081 [..............................] - ETA: 27:59 - loss: 994.7572 - logits_profile_predictions_loss: 972.7202 - logcount_predictions_loss: 0.8285 46/2081 [..............................] - ETA: 27:58 - loss: 995.2962 - logits_profile_predictions_loss: 973.2325 - logcount_predictions_loss: 0.8295 47/2081 [..............................] - ETA: 27:57 - loss: 995.8053 - logits_profile_predictions_loss: 973.7169 - logcount_predictions_loss: 0.8304 48/2081 [..............................] - ETA: 27:56 - loss: 996.3399 - logits_profile_predictions_loss: 974.2261 - logcount_predictions_loss: 0.8313 49/2081 [..............................] - ETA: 27:56 - loss: 996.7994 - logits_profile_predictions_loss: 974.6601 - logcount_predictions_loss: 0.8323 50/2081 [..............................] - ETA: 27:55 - loss: 997.2550 - logits_profile_predictions_loss: 975.0906 - logcount_predictions_loss: 0.8332 51/2081 [..............................] - ETA: 27:54 - loss: 997.6268 - logits_profile_predictions_loss: 975.4401 - logcount_predictions_loss: 0.8341 52/2081 [..............................] - ETA: 27:54 - loss: 998.0205 - logits_profile_predictions_loss: 975.8148 - logcount_predictions_loss: 0.8348 53/2081 [..............................] - ETA: 27:53 - loss: 998.3613 - logits_profile_predictions_loss: 976.1383 - logcount_predictions_loss: 0.8355 54/2081 [..............................] - ETA: 27:52 - loss: 998.7606 - logits_profile_predictions_loss: 976.5229 - logcount_predictions_loss: 0.8360 55/2081 [..............................] - ETA: 27:52 - loss: 999.1462 - logits_profile_predictions_loss: 976.8938 - logcount_predictions_loss: 0.8366 56/2081 [..............................] - ETA: 27:51 - loss: 999.4741 - logits_profile_predictions_loss: 977.2062 - logcount_predictions_loss: 0.8371 57/2081 [..............................] - ETA: 27:50 - loss: 999.8239 - logits_profile_predictions_loss: 977.5412 - logcount_predictions_loss: 0.8377 58/2081 [..............................] - ETA: 27:49 - loss: 1000.1960 - logits_profile_predictions_loss: 977.8989 - logcount_predictions_loss: 0.8382 59/2081 [..............................] - ETA: 27:48 - loss: 1000.5342 - logits_profile_predictions_loss: 978.2248 - logcount_predictions_loss: 0.8387 60/2081 [..............................] - ETA: 27:47 - loss: 1000.8844 - logits_profile_predictions_loss: 978.5607 - logcount_predictions_loss: 0.8392 61/2081 [..............................] - ETA: 27:47 - loss: 1001.1735 - logits_profile_predictions_loss: 978.8380 - logcount_predictions_loss: 0.8397 62/2081 [..............................] - ETA: 27:46 - loss: 1001.4420 - logits_profile_predictions_loss: 979.0961 - logcount_predictions_loss: 0.8401 63/2081 [..............................] - ETA: 27:45 - loss: 1001.6628 - logits_profile_predictions_loss: 979.3084 - logcount_predictions_loss: 0.8404 64/2081 [..............................] - ETA: 27:44 - loss: 1001.8900 - logits_profile_predictions_loss: 979.5285 - logcount_predictions_loss: 0.8407 65/2081 [..............................] - ETA: 27:44 - loss: 1002.0759 - logits_profile_predictions_loss: 979.7056 - logcount_predictions_loss: 0.8410 66/2081 [..............................] - ETA: 27:43 - loss: 1002.2487 - logits_profile_predictions_loss: 979.8706 - logcount_predictions_loss: 0.8413 67/2081 [..............................] - ETA: 27:42 - loss: 1002.3561 - logits_profile_predictions_loss: 979.9718 - logcount_predictions_loss: 0.8415 68/2081 [..............................] - ETA: 27:41 - loss: 1002.4512 - logits_profile_predictions_loss: 980.0600 - logcount_predictions_loss: 0.8418 69/2081 [..............................] - ETA: 27:40 - loss: 1002.4977 - logits_profile_predictions_loss: 980.0998 - logcount_predictions_loss: 0.8420 70/2081 [>.............................] - ETA: 27:39 - loss: 1002.5359 - logits_profile_predictions_loss: 980.1316 - logcount_predictions_loss: 0.8423 71/2081 [>.............................] - ETA: 27:39 - loss: 1002.5733 - logits_profile_predictions_loss: 980.1630 - logcount_predictions_loss: 0.8425 72/2081 [>.............................] - ETA: 27:38 - loss: 1002.5835 - logits_profile_predictions_loss: 980.1669 - logcount_predictions_loss: 0.8427 73/2081 [>.............................] - ETA: 27:37 - loss: 1002.5944 - logits_profile_predictions_loss: 980.1716 - logcount_predictions_loss: 0.8430 74/2081 [>.............................] - ETA: 27:36 - loss: 1002.6463 - logits_profile_predictions_loss: 980.2177 - logcount_predictions_loss: 0.8432 75/2081 [>.............................] - ETA: 27:35 - loss: 1002.7175 - logits_profile_predictions_loss: 980.2843 - logcount_predictions_loss: 0.8434 76/2081 [>.............................] - ETA: 27:35 - loss: 1002.7972 - logits_profile_predictions_loss: 980.3601 - logcount_predictions_loss: 0.8435 77/2081 [>.............................] - ETA: 27:34 - loss: 1002.8617 - logits_profile_predictions_loss: 980.4201 - logcount_predictions_loss: 0.8437 78/2081 [>.............................] - ETA: 27:33 - loss: 1002.9355 - logits_profile_predictions_loss: 980.4901 - logcount_predictions_loss: 0.8438 79/2081 [>.............................] - ETA: 27:32 - loss: 1002.9862 - logits_profile_predictions_loss: 980.5359 - logcount_predictions_loss: 0.8440 80/2081 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[>.............................] - ETA: 27:21 - loss: 1004.2527 - logits_profile_predictions_loss: 981.7308 - logcount_predictions_loss: 0.8467 94/2081 [>.............................] - ETA: 27:20 - loss: 1004.2999 - logits_profile_predictions_loss: 981.7700 - logcount_predictions_loss: 0.8470 95/2081 [>.............................] - ETA: 27:19 - loss: 1004.3172 - logits_profile_predictions_loss: 981.7796 - logcount_predictions_loss: 0.8473 96/2081 [>.............................] - ETA: 27:19 - loss: 1004.3204 - logits_profile_predictions_loss: 981.7759 - logcount_predictions_loss: 0.8475 97/2081 [>.............................] - ETA: 27:18 - loss: 1004.3387 - logits_profile_predictions_loss: 981.7873 - logcount_predictions_loss: 0.8478 98/2081 [>.............................] - ETA: 27:17 - loss: 1004.3484 - logits_profile_predictions_loss: 981.7906 - logcount_predictions_loss: 0.8480 99/2081 [>.............................] - ETA: 27:16 - loss: 1004.3464 - logits_profile_predictions_loss: 981.7826 - logcount_predictions_loss: 0.8483 100/2081 [>.............................] - ETA: 27:15 - loss: 1004.3665 - logits_profile_predictions_loss: 981.7964 - logcount_predictions_loss: 0.8485 101/2081 [>.............................] - ETA: 27:15 - loss: 1004.3859 - logits_profile_predictions_loss: 981.8094 - logcount_predictions_loss: 0.8487 102/2081 [>.............................] - ETA: 27:14 - loss: 1004.4113 - logits_profile_predictions_loss: 981.8277 - logcount_predictions_loss: 0.8490 103/2081 [>.............................] - ETA: 27:13 - loss: 1004.4399 - logits_profile_predictions_loss: 981.8495 - logcount_predictions_loss: 0.8493 104/2081 [>.............................] - ETA: 27:12 - loss: 1004.4657 - logits_profile_predictions_loss: 981.8693 - logcount_predictions_loss: 0.8495 105/2081 [>.............................] - ETA: 27:11 - loss: 1004.4965 - logits_profile_predictions_loss: 981.8945 - logcount_predictions_loss: 0.8497 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logits_profile_predictions_loss: 982.1602 - logcount_predictions_loss: 0.8509 113/2081 [>.............................] - ETA: 27:05 - loss: 1004.8500 - logits_profile_predictions_loss: 982.2115 - logcount_predictions_loss: 0.8511 114/2081 [>.............................] - ETA: 27:04 - loss: 1004.9087 - logits_profile_predictions_loss: 982.2666 - logcount_predictions_loss: 0.8512 115/2081 [>.............................] - ETA: 27:03 - loss: 1004.9622 - logits_profile_predictions_loss: 982.3171 - logcount_predictions_loss: 0.8513 116/2081 [>.............................] - ETA: 27:02 - loss: 1005.0052 - logits_profile_predictions_loss: 982.3575 - logcount_predictions_loss: 0.8514 117/2081 [>.............................] - ETA: 27:02 - loss: 1005.0462 - logits_profile_predictions_loss: 982.3964 - logcount_predictions_loss: 0.8515 118/2081 [>.............................] - ETA: 27:01 - loss: 1005.0827 - logits_profile_predictions_loss: 982.4307 - logcount_predictions_loss: 0.8516 119/2081 [>.............................] - ETA: 27:00 - loss: 1005.1338 - logits_profile_predictions_loss: 982.4799 - logcount_predictions_loss: 0.8517 120/2081 [>.............................] - ETA: 26:59 - loss: 1005.1809 - logits_profile_predictions_loss: 982.5247 - logcount_predictions_loss: 0.8517 121/2081 [>.............................] - ETA: 26:58 - loss: 1005.2250 - logits_profile_predictions_loss: 982.5668 - logcount_predictions_loss: 0.8518 122/2081 [>.............................] - ETA: 26:57 - loss: 1005.2537 - logits_profile_predictions_loss: 982.5940 - logcount_predictions_loss: 0.8519 123/2081 [>.............................] - ETA: 26:57 - loss: 1005.2809 - logits_profile_predictions_loss: 982.6197 - logcount_predictions_loss: 0.8519 124/2081 [>.............................] - ETA: 26:56 - loss: 1005.3103 - logits_profile_predictions_loss: 982.6478 - logcount_predictions_loss: 0.8520 125/2081 [>.............................] - ETA: 26:55 - loss: 1005.3338 - logits_profile_predictions_loss: 982.6699 - logcount_predictions_loss: 0.8520 126/2081 [>.............................] - ETA: 26:54 - loss: 1005.3428 - logits_profile_predictions_loss: 982.6780 - logcount_predictions_loss: 0.8521 127/2081 [>.............................] - ETA: 26:53 - loss: 1005.3589 - logits_profile_predictions_loss: 982.6930 - logcount_predictions_loss: 0.8521 128/2081 [>.............................] - ETA: 26:53 - loss: 1005.3647 - logits_profile_predictions_loss: 982.6978 - logcount_predictions_loss: 0.8521 129/2081 [>.............................] - ETA: 26:52 - loss: 1005.3797 - logits_profile_predictions_loss: 982.7121 - logcount_predictions_loss: 0.8522 130/2081 [>.............................] - ETA: 26:51 - loss: 1005.3954 - logits_profile_predictions_loss: 982.7271 - logcount_predictions_loss: 0.8522 131/2081 [>.............................] - ETA: 26:50 - loss: 1005.4131 - logits_profile_predictions_loss: 982.7442 - logcount_predictions_loss: 0.8522 132/2081 [>.............................] - ETA: 26:49 - loss: 1005.4377 - logits_profile_predictions_loss: 982.7682 - logcount_predictions_loss: 0.8522 133/2081 [>.............................] - ETA: 26:49 - loss: 1005.4493 - logits_profile_predictions_loss: 982.7796 - logcount_predictions_loss: 0.8522 134/2081 [>.............................] - ETA: 26:48 - loss: 1005.4573 - logits_profile_predictions_loss: 982.7876 - logcount_predictions_loss: 0.8522 135/2081 [>.............................] - ETA: 26:47 - loss: 1005.4572 - logits_profile_predictions_loss: 982.7880 - logcount_predictions_loss: 0.8522 136/2081 [>.............................] - ETA: 26:46 - loss: 1005.4521 - logits_profile_predictions_loss: 982.7830 - logcount_predictions_loss: 0.8522 137/2081 [>.............................] - ETA: 26:45 - loss: 1005.4418 - logits_profile_predictions_loss: 982.7730 - logcount_predictions_loss: 0.8522 138/2081 [>.............................] - ETA: 26:44 - loss: 1005.4276 - logits_profile_predictions_loss: 982.7590 - logcount_predictions_loss: 0.8522 139/2081 [=>............................] - ETA: 26:44 - loss: 1005.4106 - logits_profile_predictions_loss: 982.7419 - logcount_predictions_loss: 0.8522 140/2081 [=>............................] - ETA: 26:43 - loss: 1005.3871 - logits_profile_predictions_loss: 982.7182 - logcount_predictions_loss: 0.8522 141/2081 [=>............................] - ETA: 26:42 - loss: 1005.3598 - logits_profile_predictions_loss: 982.6909 - logcount_predictions_loss: 0.8522 142/2081 [=>............................] - ETA: 26:41 - loss: 1005.3274 - logits_profile_predictions_loss: 982.6590 - logcount_predictions_loss: 0.8522 143/2081 [=>............................] - ETA: 26:40 - loss: 1005.2951 - logits_profile_predictions_loss: 982.6273 - logcount_predictions_loss: 0.8522 144/2081 [=>............................] - ETA: 26:39 - loss: 1005.2599 - logits_profile_predictions_loss: 982.5931 - logcount_predictions_loss: 0.8521 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logits_profile_predictions_loss: 980.4769 - logcount_predictions_loss: 0.8472 204/2081 [=>............................] - ETA: 25:51 - loss: 1002.9850 - logits_profile_predictions_loss: 980.4526 - logcount_predictions_loss: 0.8471 205/2081 [=>............................] - ETA: 25:50 - loss: 1002.9564 - logits_profile_predictions_loss: 980.4270 - logcount_predictions_loss: 0.8470 206/2081 [=>............................] - ETA: 25:49 - loss: 1002.9264 - logits_profile_predictions_loss: 980.4001 - logcount_predictions_loss: 0.8469 207/2081 [=>............................] - ETA: 25:48 - loss: 1002.8976 - logits_profile_predictions_loss: 980.3742 - logcount_predictions_loss: 0.8467 208/2081 [=>............................] - ETA: 25:47 - loss: 1002.8723 - logits_profile_predictions_loss: 980.3516 - logcount_predictions_loss: 0.8466 209/2081 [==>...........................] - ETA: 25:46 - loss: 1002.8478 - logits_profile_predictions_loss: 980.3300 - logcount_predictions_loss: 0.8465 210/2081 [==>...........................] - ETA: 25:46 - loss: 1002.8175 - logits_profile_predictions_loss: 980.3025 - logcount_predictions_loss: 0.8464 211/2081 [==>...........................] - ETA: 25:45 - loss: 1002.7884 - logits_profile_predictions_loss: 980.2761 - logcount_predictions_loss: 0.8463 212/2081 [==>...........................] - ETA: 25:44 - loss: 1002.7571 - logits_profile_predictions_loss: 980.2477 - logcount_predictions_loss: 0.8462 213/2081 [==>...........................] - ETA: 25:43 - loss: 1002.7224 - logits_profile_predictions_loss: 980.2159 - logcount_predictions_loss: 0.8461 214/2081 [==>...........................] - ETA: 25:42 - loss: 1002.6826 - logits_profile_predictions_loss: 980.1790 - logcount_predictions_loss: 0.8460 215/2081 [==>...........................] - ETA: 25:41 - loss: 1002.6442 - logits_profile_predictions_loss: 980.1435 - logcount_predictions_loss: 0.8459 216/2081 [==>...........................] - ETA: 25:41 - loss: 1002.6085 - logits_profile_predictions_loss: 980.1108 - logcount_predictions_loss: 0.8458 217/2081 [==>...........................] - ETA: 25:40 - loss: 1002.5696 - logits_profile_predictions_loss: 980.0747 - logcount_predictions_loss: 0.8457 218/2081 [==>...........................] - ETA: 25:39 - loss: 1002.5342 - logits_profile_predictions_loss: 980.0419 - logcount_predictions_loss: 0.8456 219/2081 [==>...........................] - ETA: 25:38 - loss: 1002.5002 - logits_profile_predictions_loss: 980.0105 - logcount_predictions_loss: 0.8455 220/2081 [==>...........................] - ETA: 25:37 - loss: 1002.4699 - logits_profile_predictions_loss: 979.9827 - logcount_predictions_loss: 0.8454 221/2081 [==>...........................] - ETA: 25:37 - loss: 1002.4433 - logits_profile_predictions_loss: 979.9586 - logcount_predictions_loss: 0.8453 222/2081 [==>...........................] - ETA: 25:36 - loss: 1002.4179 - logits_profile_predictions_loss: 979.9355 - logcount_predictions_loss: 0.8452 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logits_profile_predictions_loss: 979.8066 - logcount_predictions_loss: 0.8447 230/2081 [==>...........................] - ETA: 25:29 - loss: 1002.2576 - logits_profile_predictions_loss: 979.7915 - logcount_predictions_loss: 0.8446 231/2081 [==>...........................] - ETA: 25:28 - loss: 1002.2364 - logits_profile_predictions_loss: 979.7721 - logcount_predictions_loss: 0.8445 232/2081 [==>...........................] - ETA: 25:28 - loss: 1002.2133 - logits_profile_predictions_loss: 979.7507 - logcount_predictions_loss: 0.8445 233/2081 [==>...........................] - ETA: 25:27 - loss: 1002.1911 - logits_profile_predictions_loss: 979.7303 - logcount_predictions_loss: 0.8444 234/2081 [==>...........................] - ETA: 25:26 - loss: 1002.1651 - logits_profile_predictions_loss: 979.7061 - logcount_predictions_loss: 0.8443 235/2081 [==>...........................] - ETA: 25:25 - loss: 1002.1414 - logits_profile_predictions_loss: 979.6842 - logcount_predictions_loss: 0.8443 236/2081 [==>...........................] - ETA: 25:24 - loss: 1002.1169 - logits_profile_predictions_loss: 979.6616 - logcount_predictions_loss: 0.8442 237/2081 [==>...........................] - ETA: 25:23 - loss: 1002.0941 - logits_profile_predictions_loss: 979.6406 - logcount_predictions_loss: 0.8441 238/2081 [==>...........................] - ETA: 25:23 - loss: 1002.0683 - logits_profile_predictions_loss: 979.6167 - logcount_predictions_loss: 0.8440 239/2081 [==>...........................] - ETA: 25:22 - loss: 1002.0425 - logits_profile_predictions_loss: 979.5928 - logcount_predictions_loss: 0.8440 240/2081 [==>...........................] - ETA: 25:21 - loss: 1002.0140 - logits_profile_predictions_loss: 979.5658 - logcount_predictions_loss: 0.8439 241/2081 [==>...........................] - ETA: 25:20 - loss: 1001.9873 - logits_profile_predictions_loss: 979.5407 - logcount_predictions_loss: 0.8439 242/2081 [==>...........................] - ETA: 25:19 - loss: 1001.9571 - logits_profile_predictions_loss: 979.5123 - logcount_predictions_loss: 0.8438 243/2081 [==>...........................] - ETA: 25:19 - loss: 1001.9230 - logits_profile_predictions_loss: 979.4799 - logcount_predictions_loss: 0.8437 244/2081 [==>...........................] - ETA: 25:18 - loss: 1001.8937 - logits_profile_predictions_loss: 979.4523 - logcount_predictions_loss: 0.8437 245/2081 [==>...........................] - ETA: 25:17 - loss: 1001.8640 - logits_profile_predictions_loss: 979.4243 - logcount_predictions_loss: 0.8436 246/2081 [==>...........................] - ETA: 25:16 - loss: 1001.8339 - logits_profile_predictions_loss: 979.3958 - logcount_predictions_loss: 0.8435 247/2081 [==>...........................] - ETA: 25:15 - loss: 1001.8023 - logits_profile_predictions_loss: 979.3659 - logcount_predictions_loss: 0.8435 248/2081 [==>...........................] - ETA: 25:14 - loss: 1001.7745 - logits_profile_predictions_loss: 979.3396 - logcount_predictions_loss: 0.8434 249/2081 [==>...........................] - ETA: 25:14 - loss: 1001.7508 - logits_profile_predictions_loss: 979.3173 - logcount_predictions_loss: 0.8434 250/2081 [==>...........................] - ETA: 25:13 - loss: 1001.7269 - logits_profile_predictions_loss: 979.2948 - logcount_predictions_loss: 0.8433 251/2081 [==>...........................] - ETA: 25:12 - loss: 1001.7042 - logits_profile_predictions_loss: 979.2736 - logcount_predictions_loss: 0.8433 252/2081 [==>...........................] - ETA: 25:11 - loss: 1001.6797 - logits_profile_predictions_loss: 979.2505 - logcount_predictions_loss: 0.8432 253/2081 [==>...........................] - ETA: 25:10 - loss: 1001.6548 - logits_profile_predictions_loss: 979.2270 - logcount_predictions_loss: 0.8432 254/2081 [==>...........................] - ETA: 25:09 - loss: 1001.6316 - logits_profile_predictions_loss: 979.2052 - logcount_predictions_loss: 0.8431 255/2081 [==>...........................] - ETA: 25:09 - loss: 1001.6086 - logits_profile_predictions_loss: 979.1835 - logcount_predictions_loss: 0.8431 256/2081 [==>...........................] - ETA: 25:08 - loss: 1001.5858 - logits_profile_predictions_loss: 979.1620 - logcount_predictions_loss: 0.8430 257/2081 [==>...........................] - ETA: 25:07 - loss: 1001.5612 - logits_profile_predictions_loss: 979.1388 - logcount_predictions_loss: 0.8430 258/2081 [==>...........................] - ETA: 25:06 - loss: 1001.5374 - logits_profile_predictions_loss: 979.1163 - logcount_predictions_loss: 0.8429 259/2081 [==>...........................] - ETA: 25:05 - loss: 1001.5106 - logits_profile_predictions_loss: 979.0908 - logcount_predictions_loss: 0.8429 260/2081 [==>...........................] - ETA: 25:05 - loss: 1001.4839 - logits_profile_predictions_loss: 979.0655 - logcount_predictions_loss: 0.8428 261/2081 [==>...........................] - ETA: 25:04 - loss: 1001.4601 - logits_profile_predictions_loss: 979.0431 - logcount_predictions_loss: 0.8427 262/2081 [==>...........................] - ETA: 25:03 - loss: 1001.4368 - logits_profile_predictions_loss: 979.0212 - logcount_predictions_loss: 0.8427 263/2081 [==>...........................] - ETA: 25:02 - loss: 1001.4106 - logits_profile_predictions_loss: 978.9965 - logcount_predictions_loss: 0.8426 264/2081 [==>...........................] - ETA: 25:01 - loss: 1001.3842 - logits_profile_predictions_loss: 978.9715 - logcount_predictions_loss: 0.8426 265/2081 [==>...........................] - ETA: 25:00 - loss: 1001.3566 - logits_profile_predictions_loss: 978.9454 - logcount_predictions_loss: 0.8425 266/2081 [==>...........................] - ETA: 25:00 - loss: 1001.3298 - logits_profile_predictions_loss: 978.9200 - logcount_predictions_loss: 0.8425 267/2081 [==>...........................] - ETA: 24:59 - loss: 1001.3045 - logits_profile_predictions_loss: 978.8961 - logcount_predictions_loss: 0.8424 268/2081 [==>...........................] - ETA: 24:58 - loss: 1001.2785 - logits_profile_predictions_loss: 978.8717 - logcount_predictions_loss: 0.8424 269/2081 [==>...........................] - ETA: 24:57 - loss: 1001.2534 - logits_profile_predictions_loss: 978.8482 - logcount_predictions_loss: 0.8423 270/2081 [==>...........................] - ETA: 24:56 - loss: 1001.2274 - logits_profile_predictions_loss: 978.8238 - logcount_predictions_loss: 0.8422 271/2081 [==>...........................] - ETA: 24:55 - loss: 1001.2010 - logits_profile_predictions_loss: 978.7991 - logcount_predictions_loss: 0.8422 272/2081 [==>...........................] - ETA: 24:55 - loss: 1001.1751 - logits_profile_predictions_loss: 978.7748 - logcount_predictions_loss: 0.8421 273/2081 [==>...........................] - ETA: 24:54 - loss: 1001.1500 - logits_profile_predictions_loss: 978.7512 - logcount_predictions_loss: 0.8421 274/2081 [==>...........................] - ETA: 24:53 - loss: 1001.1244 - logits_profile_predictions_loss: 978.7272 - logcount_predictions_loss: 0.8420 275/2081 [==>...........................] - ETA: 24:52 - loss: 1001.0997 - logits_profile_predictions_loss: 978.7041 - logcount_predictions_loss: 0.8419 276/2081 [==>...........................] - ETA: 24:51 - loss: 1001.0769 - logits_profile_predictions_loss: 978.6828 - logcount_predictions_loss: 0.8419 277/2081 [==>...........................] - ETA: 24:50 - loss: 1001.0564 - logits_profile_predictions_loss: 978.6638 - logcount_predictions_loss: 0.8418 278/2081 [===>..........................] - ETA: 24:50 - loss: 1001.0367 - logits_profile_predictions_loss: 978.6457 - logcount_predictions_loss: 0.8418 279/2081 [===>..........................] - ETA: 24:49 - loss: 1001.0149 - logits_profile_predictions_loss: 978.6256 - logcount_predictions_loss: 0.8417 280/2081 [===>..........................] - ETA: 24:48 - loss: 1000.9926 - logits_profile_predictions_loss: 978.6049 - logcount_predictions_loss: 0.8416 281/2081 [===>..........................] - ETA: 24:47 - loss: 1000.9719 - logits_profile_predictions_loss: 978.5860 - logcount_predictions_loss: 0.8416 282/2081 [===>..........................] - ETA: 24:46 - loss: 1000.9506 - logits_profile_predictions_loss: 978.5662 - logcount_predictions_loss: 0.8415 283/2081 [===>..........................] - ETA: 24:46 - loss: 1000.9280 - logits_profile_predictions_loss: 978.5453 - logcount_predictions_loss: 0.8415 284/2081 [===>..........................] - ETA: 24:45 - loss: 1000.9040 - logits_profile_predictions_loss: 978.5231 - logcount_predictions_loss: 0.8414 285/2081 [===>..........................] - ETA: 24:44 - loss: 1000.8818 - logits_profile_predictions_loss: 978.5026 - logcount_predictions_loss: 0.8413 286/2081 [===>..........................] - ETA: 24:43 - loss: 1000.8613 - logits_profile_predictions_loss: 978.4838 - logcount_predictions_loss: 0.8413 287/2081 [===>..........................] - ETA: 24:42 - loss: 1000.8411 - logits_profile_predictions_loss: 978.4653 - logcount_predictions_loss: 0.8412 288/2081 [===>..........................] - ETA: 24:41 - loss: 1000.8220 - logits_profile_predictions_loss: 978.4479 - logcount_predictions_loss: 0.8411 289/2081 [===>..........................] - ETA: 24:41 - loss: 1000.8018 - logits_profile_predictions_loss: 978.4293 - logcount_predictions_loss: 0.8411 290/2081 [===>..........................] - ETA: 24:40 - loss: 1000.7807 - logits_profile_predictions_loss: 978.4096 - logcount_predictions_loss: 0.8410 291/2081 [===>..........................] - ETA: 24:39 - loss: 1000.7608 - logits_profile_predictions_loss: 978.3912 - logcount_predictions_loss: 0.8410 292/2081 [===>..........................] - ETA: 24:38 - loss: 1000.7409 - logits_profile_predictions_loss: 978.3728 - logcount_predictions_loss: 0.8409 293/2081 [===>..........................] - ETA: 24:37 - loss: 1000.7236 - logits_profile_predictions_loss: 978.3569 - logcount_predictions_loss: 0.8409 294/2081 [===>..........................] - ETA: 24:37 - loss: 1000.7052 - logits_profile_predictions_loss: 978.3401 - logcount_predictions_loss: 0.8408 295/2081 [===>..........................] - ETA: 24:36 - loss: 1000.6867 - logits_profile_predictions_loss: 978.3232 - logcount_predictions_loss: 0.8407 296/2081 [===>..........................] - ETA: 24:35 - loss: 1000.6675 - logits_profile_predictions_loss: 978.3056 - logcount_predictions_loss: 0.8407 297/2081 [===>..........................] - ETA: 24:34 - loss: 1000.6460 - logits_profile_predictions_loss: 978.2857 - logcount_predictions_loss: 0.8406 298/2081 [===>..........................] - ETA: 24:33 - loss: 1000.6237 - logits_profile_predictions_loss: 978.2650 - logcount_predictions_loss: 0.8406 299/2081 [===>..........................] - ETA: 24:32 - loss: 1000.6022 - logits_profile_predictions_loss: 978.2450 - logcount_predictions_loss: 0.8405 300/2081 [===>..........................] - ETA: 24:31 - loss: 1000.5783 - logits_profile_predictions_loss: 978.2226 - logcount_predictions_loss: 0.8404 301/2081 [===>..........................] - ETA: 24:31 - loss: 1000.5525 - logits_profile_predictions_loss: 978.1983 - logcount_predictions_loss: 0.8404 302/2081 [===>..........................] - ETA: 24:30 - loss: 1000.5277 - logits_profile_predictions_loss: 978.1749 - logcount_predictions_loss: 0.8403 303/2081 [===>..........................] - ETA: 24:29 - loss: 1000.5067 - logits_profile_predictions_loss: 978.1552 - logcount_predictions_loss: 0.8403 304/2081 [===>..........................] - ETA: 24:28 - loss: 1000.4836 - logits_profile_predictions_loss: 978.1335 - logcount_predictions_loss: 0.8402 305/2081 [===>..........................] - ETA: 24:27 - loss: 1000.4623 - logits_profile_predictions_loss: 978.1136 - logcount_predictions_loss: 0.8402 306/2081 [===>..........................] - ETA: 24:27 - loss: 1000.4409 - logits_profile_predictions_loss: 978.0937 - logcount_predictions_loss: 0.8401 307/2081 [===>..........................] - ETA: 24:26 - loss: 1000.4181 - logits_profile_predictions_loss: 978.0724 - logcount_predictions_loss: 0.8401 308/2081 [===>..........................] - ETA: 24:25 - loss: 1000.3928 - logits_profile_predictions_loss: 978.0485 - logcount_predictions_loss: 0.8400 309/2081 [===>..........................] - ETA: 24:24 - loss: 1000.3679 - logits_profile_predictions_loss: 978.0251 - logcount_predictions_loss: 0.8400 310/2081 [===>..........................] - ETA: 24:23 - loss: 1000.3434 - logits_profile_predictions_loss: 978.0021 - logcount_predictions_loss: 0.8399 311/2081 [===>..........................] - ETA: 24:22 - loss: 1000.3207 - logits_profile_predictions_loss: 977.9810 - logcount_predictions_loss: 0.8398 312/2081 [===>..........................] - ETA: 24:22 - loss: 1000.3000 - logits_profile_predictions_loss: 977.9616 - logcount_predictions_loss: 0.8398 313/2081 [===>..........................] - ETA: 24:21 - loss: 1000.2783 - logits_profile_predictions_loss: 977.9413 - logcount_predictions_loss: 0.8397 314/2081 [===>..........................] - ETA: 24:20 - loss: 1000.2557 - logits_profile_predictions_loss: 977.9202 - logcount_predictions_loss: 0.8397 315/2081 [===>..........................] - ETA: 24:19 - loss: 1000.2348 - logits_profile_predictions_loss: 977.9008 - logcount_predictions_loss: 0.8396 316/2081 [===>..........................] - ETA: 24:18 - loss: 1000.2140 - logits_profile_predictions_loss: 977.8812 - logcount_predictions_loss: 0.8396 317/2081 [===>..........................] - ETA: 24:17 - loss: 1000.1939 - logits_profile_predictions_loss: 977.8625 - logcount_predictions_loss: 0.8395 318/2081 [===>..........................] - ETA: 24:17 - loss: 1000.1730 - logits_profile_predictions_loss: 977.8431 - logcount_predictions_loss: 0.8395 319/2081 [===>..........................] - ETA: 24:16 - loss: 1000.1522 - logits_profile_predictions_loss: 977.8237 - logcount_predictions_loss: 0.8394 320/2081 [===>..........................] - ETA: 24:15 - loss: 1000.1340 - logits_profile_predictions_loss: 977.8069 - logcount_predictions_loss: 0.8394 321/2081 [===>..........................] - ETA: 24:14 - loss: 1000.1154 - logits_profile_predictions_loss: 977.7896 - logcount_predictions_loss: 0.8393 322/2081 [===>..........................] - ETA: 24:13 - loss: 1000.0957 - logits_profile_predictions_loss: 977.7713 - logcount_predictions_loss: 0.8393 323/2081 [===>..........................] - ETA: 24:13 - loss: 1000.0774 - logits_profile_predictions_loss: 977.7543 - logcount_predictions_loss: 0.8392 324/2081 [===>..........................] - ETA: 24:12 - loss: 1000.0589 - logits_profile_predictions_loss: 977.7371 - logcount_predictions_loss: 0.8392 325/2081 [===>..........................] - ETA: 24:11 - loss: 1000.0391 - logits_profile_predictions_loss: 977.7185 - logcount_predictions_loss: 0.8391 326/2081 [===>..........................] - ETA: 24:10 - loss: 1000.0185 - logits_profile_predictions_loss: 977.6992 - logcount_predictions_loss: 0.8391 327/2081 [===>..........................] - ETA: 24:09 - loss: 999.9962 - logits_profile_predictions_loss: 977.6782 - logcount_predictions_loss: 0.8390  328/2081 [===>..........................] - ETA: 24:08 - loss: 999.9737 - logits_profile_predictions_loss: 977.6570 - logcount_predictions_loss: 0.8390 329/2081 [===>..........................] - ETA: 24:08 - loss: 999.9515 - logits_profile_predictions_loss: 977.6361 - logcount_predictions_loss: 0.8389 330/2081 [===>..........................] - ETA: 24:07 - loss: 999.9289 - logits_profile_predictions_loss: 977.6149 - logcount_predictions_loss: 0.8389 331/2081 [===>..........................] - ETA: 24:06 - loss: 999.9086 - logits_profile_predictions_loss: 977.5960 - logcount_predictions_loss: 0.8388 332/2081 [===>..........................] - ETA: 24:05 - loss: 999.8883 - logits_profile_predictions_loss: 977.5770 - logcount_predictions_loss: 0.8388 333/2081 [===>..........................] - ETA: 24:04 - loss: 999.8700 - logits_profile_predictions_loss: 977.5600 - logcount_predictions_loss: 0.8387 334/2081 [===>..........................] - ETA: 24:03 - loss: 999.8522 - logits_profile_predictions_loss: 977.5435 - logcount_predictions_loss: 0.8387 335/2081 [===>..........................] - ETA: 24:03 - loss: 999.8350 - logits_profile_predictions_loss: 977.5276 - logcount_predictions_loss: 0.8386 336/2081 [===>..........................] - ETA: 24:02 - loss: 999.8181 - logits_profile_predictions_loss: 977.5118 - logcount_predictions_loss: 0.8386 337/2081 [===>..........................] - ETA: 24:01 - loss: 999.7994 - logits_profile_predictions_loss: 977.4943 - logcount_predictions_loss: 0.8385 338/2081 [===>..........................] - ETA: 24:00 - loss: 999.7808 - logits_profile_predictions_loss: 977.4768 - logcount_predictions_loss: 0.8385 339/2081 [===>..........................] - ETA: 23:59 - loss: 999.7616 - logits_profile_predictions_loss: 977.4587 - logcount_predictions_loss: 0.8385 340/2081 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25/2081 [..............................] - ETA: 28:15 - loss: 972.9604 - logits_profile_predictions_loss: 950.6681 - logcount_predictions_loss: 0.8381 26/2081 [..............................] - ETA: 28:14 - loss: 972.8192 - logits_profile_predictions_loss: 950.5638 - logcount_predictions_loss: 0.8367 27/2081 [..............................] - ETA: 28:13 - loss: 972.7743 - logits_profile_predictions_loss: 950.5520 - logcount_predictions_loss: 0.8354 28/2081 [..............................] - ETA: 28:12 - loss: 973.0077 - logits_profile_predictions_loss: 950.8203 - logcount_predictions_loss: 0.8341 29/2081 [..............................] - ETA: 28:11 - loss: 973.1657 - logits_profile_predictions_loss: 951.0083 - logcount_predictions_loss: 0.8330 30/2081 [..............................] - ETA: 28:10 - loss: 973.2538 - logits_profile_predictions_loss: 951.1214 - logcount_predictions_loss: 0.8320 31/2081 [..............................] - ETA: 28:09 - loss: 973.3866 - 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[..............................] - ETA: 28:04 - loss: 976.4590 - logits_profile_predictions_loss: 954.3490 - logcount_predictions_loss: 0.8312 39/2081 [..............................] - ETA: 28:03 - loss: 977.0731 - logits_profile_predictions_loss: 954.9625 - logcount_predictions_loss: 0.8312 40/2081 [..............................] - ETA: 28:03 - loss: 977.5483 - logits_profile_predictions_loss: 955.4374 - logcount_predictions_loss: 0.8312 41/2081 [..............................] - ETA: 28:02 - loss: 978.0112 - logits_profile_predictions_loss: 955.9036 - logcount_predictions_loss: 0.8311 42/2081 [..............................] - ETA: 28:01 - loss: 978.5072 - logits_profile_predictions_loss: 956.4007 - logcount_predictions_loss: 0.8311 43/2081 [..............................] - ETA: 28:01 - loss: 978.9777 - logits_profile_predictions_loss: 956.8710 - logcount_predictions_loss: 0.8311 44/2081 [..............................] - ETA: 28:00 - loss: 979.4913 - logits_profile_predictions_loss: 957.3856 - logcount_predictions_loss: 0.8310 45/2081 [..............................] - ETA: 27:59 - loss: 979.9275 - logits_profile_predictions_loss: 957.8237 - logcount_predictions_loss: 0.8310 46/2081 [..............................] - ETA: 27:58 - loss: 980.3533 - logits_profile_predictions_loss: 958.2535 - logcount_predictions_loss: 0.8308 47/2081 [..............................] - ETA: 27:58 - loss: 980.7844 - logits_profile_predictions_loss: 958.6864 - logcount_predictions_loss: 0.8307 48/2081 [..............................] - ETA: 27:57 - loss: 981.2133 - logits_profile_predictions_loss: 959.1198 - logcount_predictions_loss: 0.8306 49/2081 [..............................] - ETA: 27:56 - loss: 981.6279 - logits_profile_predictions_loss: 959.5379 - logcount_predictions_loss: 0.8304 50/2081 [..............................] - ETA: 27:55 - loss: 982.0409 - logits_profile_predictions_loss: 959.9554 - logcount_predictions_loss: 0.8303 51/2081 [..............................] - ETA: 27:54 - loss: 982.4485 - logits_profile_predictions_loss: 960.3686 - logcount_predictions_loss: 0.8301 52/2081 [..............................] - ETA: 27:54 - loss: 982.9351 - logits_profile_predictions_loss: 960.8595 - logcount_predictions_loss: 0.8299 53/2081 [..............................] - ETA: 27:53 - loss: 983.4437 - logits_profile_predictions_loss: 961.3701 - logcount_predictions_loss: 0.8298 54/2081 [..............................] - ETA: 27:52 - loss: 983.8950 - logits_profile_predictions_loss: 961.8258 - logcount_predictions_loss: 0.8297 55/2081 [..............................] - ETA: 27:51 - loss: 984.3433 - logits_profile_predictions_loss: 962.2774 - logcount_predictions_loss: 0.8295 56/2081 [..............................] - ETA: 27:50 - loss: 984.7079 - logits_profile_predictions_loss: 962.6470 - logcount_predictions_loss: 0.8294 57/2081 [..............................] - ETA: 27:49 - loss: 985.0447 - 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[..............................] - ETA: 27:44 - loss: 987.4256 - logits_profile_predictions_loss: 965.4269 - logcount_predictions_loss: 0.8270 65/2081 [..............................] - ETA: 27:43 - loss: 987.7396 - logits_profile_predictions_loss: 965.7498 - logcount_predictions_loss: 0.8267 66/2081 [..............................] - ETA: 27:42 - loss: 988.0538 - logits_profile_predictions_loss: 966.0708 - logcount_predictions_loss: 0.8264 67/2081 [..............................] - ETA: 27:41 - loss: 988.3504 - logits_profile_predictions_loss: 966.3722 - logcount_predictions_loss: 0.8262 68/2081 [..............................] - ETA: 27:41 - loss: 988.6843 - logits_profile_predictions_loss: 966.7106 - logcount_predictions_loss: 0.8261 69/2081 [..............................] - ETA: 27:40 - loss: 989.0199 - logits_profile_predictions_loss: 967.0509 - logcount_predictions_loss: 0.8259 70/2081 [>.............................] - ETA: 27:39 - loss: 989.3210 - 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[>.............................] - ETA: 27:33 - loss: 991.2931 - logits_profile_predictions_loss: 969.3678 - logcount_predictions_loss: 0.8243 78/2081 [>.............................] - ETA: 27:32 - loss: 991.5456 - logits_profile_predictions_loss: 969.6257 - logcount_predictions_loss: 0.8241 79/2081 [>.............................] - ETA: 27:32 - loss: 991.7968 - logits_profile_predictions_loss: 969.8820 - logcount_predictions_loss: 0.8239 80/2081 [>.............................] - ETA: 27:31 - loss: 992.0401 - logits_profile_predictions_loss: 970.1295 - logcount_predictions_loss: 0.8237 81/2081 [>.............................] - ETA: 27:30 - loss: 992.2637 - logits_profile_predictions_loss: 970.3578 - logcount_predictions_loss: 0.8235 82/2081 [>.............................] - ETA: 27:29 - loss: 992.5012 - logits_profile_predictions_loss: 970.5996 - logcount_predictions_loss: 0.8234 83/2081 [>.............................] - ETA: 27:29 - loss: 992.7485 - 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[>.............................] - ETA: 27:13 - loss: 996.2685 - logits_profile_predictions_loss: 974.4319 - logcount_predictions_loss: 0.8209 104/2081 [>.............................] - ETA: 27:12 - loss: 996.3997 - logits_profile_predictions_loss: 974.5651 - logcount_predictions_loss: 0.8208 105/2081 [>.............................] - ETA: 27:11 - loss: 996.5026 - logits_profile_predictions_loss: 974.6708 - logcount_predictions_loss: 0.8207 106/2081 [>.............................] - ETA: 27:10 - loss: 996.5805 - logits_profile_predictions_loss: 974.7518 - logcount_predictions_loss: 0.8206 107/2081 [>.............................] - ETA: 27:09 - loss: 996.6645 - logits_profile_predictions_loss: 974.8388 - logcount_predictions_loss: 0.8205 108/2081 [>.............................] - ETA: 27:08 - loss: 996.7312 - logits_profile_predictions_loss: 974.9084 - logcount_predictions_loss: 0.8204 109/2081 [>.............................] - ETA: 27:08 - loss: 996.7918 - 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loss: 1000.7894 - logits_profile_predictions_loss: 979.2775 - logcount_predictions_loss: 0.8087 2073/2081 [============================>.] - ETA: 6s - loss: 1000.7898 - logits_profile_predictions_loss: 979.2780 - logcount_predictions_loss: 0.8087 2074/2081 [============================>.] - ETA: 5s - loss: 1000.7903 - logits_profile_predictions_loss: 979.2786 - logcount_predictions_loss: 0.8087 2075/2081 [============================>.] - ETA: 4s - loss: 1000.7908 - logits_profile_predictions_loss: 979.2792 - logcount_predictions_loss: 0.8087 2076/2081 [============================>.] - ETA: 4s - loss: 1000.7913 - logits_profile_predictions_loss: 979.2798 - logcount_predictions_loss: 0.8087 2077/2081 [============================>.] - ETA: 3s - loss: 1000.7919 - logits_profile_predictions_loss: 979.2804 - logcount_predictions_loss: 0.8087 2078/2081 [============================>.] - ETA: 2s - loss: 1000.7925 - logits_profile_predictions_loss: 979.2811 - logcount_predictions_loss: 0.8087 2079/2081 [============================>.] - ETA: 1s - loss: 1000.7931 - logits_profile_predictions_loss: 979.2818 - logcount_predictions_loss: 0.8087 2080/2081 [============================>.] - ETA: 0s - loss: 1000.7937 - logits_profile_predictions_loss: 979.2825 - logcount_predictions_loss: 0.8087 2081/2081 [==============================] - ETA: 0s - loss: 1000.7943 - logits_profile_predictions_loss: 979.2831 - logcount_predictions_loss: 0.8087 2081/2081 [==============================] - 1781s 856ms/step - loss: 1000.7949 - logits_profile_predictions_loss: 979.2838 - logcount_predictions_loss: 0.8087 - val_loss: 1079.2424 - val_logits_profile_predictions_loss: 1056.6277 - val_logcount_predictions_loss: 0.8502 + +Epoch 00011: val_loss did not improve from 1070.43677 +Epoch 12/50 + 1/2081 [..............................] - ETA: 29:59 - loss: 1143.1543 - logits_profile_predictions_loss: 1127.2690 - logcount_predictions_loss: 0.5972 2/2081 [..............................] - 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[..............................] - ETA: 27:46 - loss: 1001.5286 - logits_profile_predictions_loss: 983.3511 - logcount_predictions_loss: 0.6834 62/2081 [..............................] - ETA: 27:45 - loss: 1001.2796 - logits_profile_predictions_loss: 983.0860 - logcount_predictions_loss: 0.6840 63/2081 [..............................] - ETA: 27:45 - loss: 1001.0075 - logits_profile_predictions_loss: 982.7929 - logcount_predictions_loss: 0.6848 64/2081 [..............................] - ETA: 27:44 - loss: 1000.7867 - logits_profile_predictions_loss: 982.5507 - logcount_predictions_loss: 0.6856 65/2081 [..............................] - ETA: 27:43 - loss: 1000.5955 - logits_profile_predictions_loss: 982.3394 - logcount_predictions_loss: 0.6863 66/2081 [..............................] - ETA: 27:42 - loss: 1000.4097 - logits_profile_predictions_loss: 982.1328 - logcount_predictions_loss: 0.6871 67/2081 [..............................] - ETA: 27:42 - loss: 1000.1972 - 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[============================>.] - ETA: 36s - loss: 978.5020 - logits_profile_predictions_loss: 958.8264 - logcount_predictions_loss: 0.7397 2038/2081 [============================>.] - ETA: 35s - loss: 978.5012 - logits_profile_predictions_loss: 958.8257 - logcount_predictions_loss: 0.7397 2039/2081 [============================>.] - ETA: 34s - loss: 978.5004 - logits_profile_predictions_loss: 958.8250 - logcount_predictions_loss: 0.7397 2040/2081 [============================>.] - ETA: 33s - loss: 978.4995 - logits_profile_predictions_loss: 958.8242 - logcount_predictions_loss: 0.7397 2041/2081 [============================>.] - ETA: 33s - loss: 978.4986 - logits_profile_predictions_loss: 958.8235 - logcount_predictions_loss: 0.7397 2042/2081 [============================>.] - ETA: 32s - loss: 978.4978 - logits_profile_predictions_loss: 958.8227 - logcount_predictions_loss: 0.7397 2043/2081 [============================>.] - ETA: 31s - loss: 978.4968 - 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[============================>.] - ETA: 25s - loss: 978.4901 - logits_profile_predictions_loss: 958.8158 - logcount_predictions_loss: 0.7396 2051/2081 [============================>.] - ETA: 24s - loss: 978.4891 - logits_profile_predictions_loss: 958.8149 - logcount_predictions_loss: 0.7396 2052/2081 [============================>.] - ETA: 23s - loss: 978.4881 - logits_profile_predictions_loss: 958.8140 - logcount_predictions_loss: 0.7396 2053/2081 [============================>.] - ETA: 23s - loss: 978.4871 - logits_profile_predictions_loss: 958.8132 - logcount_predictions_loss: 0.7396 2054/2081 [============================>.] - ETA: 22s - loss: 978.4862 - logits_profile_predictions_loss: 958.8123 - logcount_predictions_loss: 0.7396 2055/2081 [============================>.] - ETA: 21s - loss: 978.4852 - logits_profile_predictions_loss: 958.8115 - logcount_predictions_loss: 0.7396 2056/2081 [============================>.] - ETA: 20s - loss: 978.4843 - 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[============================>.] - ETA: 14s - loss: 978.4778 - logits_profile_predictions_loss: 958.8049 - logcount_predictions_loss: 0.7396 2064/2081 [============================>.] - ETA: 14s - loss: 978.4769 - logits_profile_predictions_loss: 958.8040 - logcount_predictions_loss: 0.7396 2065/2081 [============================>.] - ETA: 13s - loss: 978.4759 - logits_profile_predictions_loss: 958.8032 - logcount_predictions_loss: 0.7396 2066/2081 [============================>.] - ETA: 12s - loss: 978.4750 - logits_profile_predictions_loss: 958.8023 - logcount_predictions_loss: 0.7396 2067/2081 [============================>.] - ETA: 11s - loss: 978.4740 - logits_profile_predictions_loss: 958.8014 - logcount_predictions_loss: 0.7396 2068/2081 [============================>.] - ETA: 10s - loss: 978.4730 - logits_profile_predictions_loss: 958.8006 - logcount_predictions_loss: 0.7396 2069/2081 [============================>.] - ETA: 9s - loss: 978.4720 - logits_profile_predictions_loss: 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0.7395 - val_loss: 1095.2430 - val_logits_profile_predictions_loss: 1071.7107 - val_logcount_predictions_loss: 0.8847 + +Epoch 00012: val_loss did not improve from 1070.43677 +Epoch 13/50 + 1/2081 [..............................] - ETA: 29:48 - loss: 989.7635 - logits_profile_predictions_loss: 959.5350 - logcount_predictions_loss: 1.1364 2/2081 [..............................] - ETA: 28:29 - loss: 963.0811 - logits_profile_predictions_loss: 934.8707 - logcount_predictions_loss: 1.0605 3/2081 [..............................] - ETA: 28:29 - loss: 969.7173 - logits_profile_predictions_loss: 942.4670 - logcount_predictions_loss: 1.0244 4/2081 [..............................] - ETA: 28:28 - loss: 973.7029 - logits_profile_predictions_loss: 947.2144 - logcount_predictions_loss: 0.9958 5/2081 [..............................] - ETA: 28:27 - loss: 975.7536 - logits_profile_predictions_loss: 949.7128 - logcount_predictions_loss: 0.9790 6/2081 [..............................] - ETA: 28:28 - loss: 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[..............................] - ETA: 28:24 - loss: 988.9706 - logits_profile_predictions_loss: 965.6331 - logcount_predictions_loss: 0.8774 14/2081 [..............................] - ETA: 28:24 - loss: 988.8465 - logits_profile_predictions_loss: 965.7374 - logcount_predictions_loss: 0.8688 15/2081 [..............................] - ETA: 28:23 - loss: 988.5857 - logits_profile_predictions_loss: 965.6697 - logcount_predictions_loss: 0.8615 16/2081 [..............................] - ETA: 28:22 - loss: 988.5346 - logits_profile_predictions_loss: 965.7757 - logcount_predictions_loss: 0.8556 17/2081 [..............................] - ETA: 28:21 - loss: 987.6030 - logits_profile_predictions_loss: 964.9910 - logcount_predictions_loss: 0.8501 18/2081 [..............................] - ETA: 28:21 - loss: 986.1593 - logits_profile_predictions_loss: 963.6812 - logcount_predictions_loss: 0.8450 19/2081 [..............................] - ETA: 28:20 - loss: 984.4340 - 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[..............................] - ETA: 28:15 - loss: 977.4848 - logits_profile_predictions_loss: 955.7506 - logcount_predictions_loss: 0.8171 27/2081 [..............................] - ETA: 28:14 - loss: 976.8424 - logits_profile_predictions_loss: 955.1661 - logcount_predictions_loss: 0.8149 28/2081 [..............................] - ETA: 28:13 - loss: 976.1920 - logits_profile_predictions_loss: 954.5745 - logcount_predictions_loss: 0.8127 29/2081 [..............................] - ETA: 28:13 - loss: 975.5709 - logits_profile_predictions_loss: 954.0186 - logcount_predictions_loss: 0.8102 30/2081 [..............................] - ETA: 28:12 - loss: 975.1451 - logits_profile_predictions_loss: 953.6536 - logcount_predictions_loss: 0.8079 31/2081 [..............................] - ETA: 28:11 - loss: 974.7631 - logits_profile_predictions_loss: 953.3318 - logcount_predictions_loss: 0.8057 32/2081 [..............................] - ETA: 28:10 - loss: 974.3501 - 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[..............................] - ETA: 28:05 - loss: 971.6450 - logits_profile_predictions_loss: 950.4766 - logcount_predictions_loss: 0.7958 40/2081 [..............................] - ETA: 28:04 - loss: 971.2157 - logits_profile_predictions_loss: 950.0749 - logcount_predictions_loss: 0.7948 41/2081 [..............................] - ETA: 28:04 - loss: 970.8885 - logits_profile_predictions_loss: 949.7761 - logcount_predictions_loss: 0.7937 42/2081 [..............................] - ETA: 28:03 - loss: 970.5398 - logits_profile_predictions_loss: 949.4559 - logcount_predictions_loss: 0.7926 43/2081 [..............................] - ETA: 28:02 - loss: 970.1605 - logits_profile_predictions_loss: 949.1022 - logcount_predictions_loss: 0.7917 44/2081 [..............................] - ETA: 28:01 - loss: 969.8639 - logits_profile_predictions_loss: 948.8342 - logcount_predictions_loss: 0.7906 45/2081 [..............................] - ETA: 28:00 - loss: 969.6238 - 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[..............................] - ETA: 27:55 - loss: 967.6615 - logits_profile_predictions_loss: 946.8403 - logcount_predictions_loss: 0.7828 53/2081 [..............................] - ETA: 27:54 - loss: 967.4132 - logits_profile_predictions_loss: 946.6197 - logcount_predictions_loss: 0.7817 54/2081 [..............................] - ETA: 27:54 - loss: 967.1533 - logits_profile_predictions_loss: 946.3860 - logcount_predictions_loss: 0.7807 55/2081 [..............................] - ETA: 27:53 - loss: 966.8826 - logits_profile_predictions_loss: 946.1412 - logcount_predictions_loss: 0.7798 56/2081 [..............................] - ETA: 27:52 - loss: 966.5947 - logits_profile_predictions_loss: 945.8799 - logcount_predictions_loss: 0.7788 57/2081 [..............................] - ETA: 27:51 - loss: 966.2568 - logits_profile_predictions_loss: 945.5674 - logcount_predictions_loss: 0.7778 58/2081 [..............................] - ETA: 27:50 - loss: 965.9047 - 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[..............................] - ETA: 27:45 - loss: 964.0190 - logits_profile_predictions_loss: 943.5219 - logcount_predictions_loss: 0.7706 66/2081 [..............................] - ETA: 27:44 - loss: 963.7667 - logits_profile_predictions_loss: 943.2949 - logcount_predictions_loss: 0.7696 67/2081 [..............................] - ETA: 27:43 - loss: 963.5130 - logits_profile_predictions_loss: 943.0650 - logcount_predictions_loss: 0.7687 68/2081 [..............................] - ETA: 27:42 - loss: 963.2797 - logits_profile_predictions_loss: 942.8554 - logcount_predictions_loss: 0.7678 69/2081 [..............................] - ETA: 27:41 - loss: 963.0562 - logits_profile_predictions_loss: 942.6557 - logcount_predictions_loss: 0.7669 70/2081 [>.............................] - ETA: 27:41 - loss: 962.8354 - logits_profile_predictions_loss: 942.4593 - logcount_predictions_loss: 0.7660 71/2081 [>.............................] - ETA: 27:40 - loss: 962.6238 - logits_profile_predictions_loss: 942.2715 - logcount_predictions_loss: 0.7651 72/2081 [>.............................] - ETA: 27:39 - loss: 962.4458 - logits_profile_predictions_loss: 942.1174 - logcount_predictions_loss: 0.7642 73/2081 [>.............................] - ETA: 27:39 - loss: 962.2999 - logits_profile_predictions_loss: 941.9943 - logcount_predictions_loss: 0.7634 74/2081 [>.............................] - ETA: 27:38 - loss: 962.1332 - logits_profile_predictions_loss: 941.8494 - logcount_predictions_loss: 0.7626 75/2081 [>.............................] - ETA: 27:37 - loss: 961.9724 - logits_profile_predictions_loss: 941.7110 - logcount_predictions_loss: 0.7617 76/2081 [>.............................] - ETA: 27:36 - loss: 961.8217 - logits_profile_predictions_loss: 941.5821 - logcount_predictions_loss: 0.7609 77/2081 [>.............................] - ETA: 27:35 - loss: 961.6888 - logits_profile_predictions_loss: 941.4704 - logcount_predictions_loss: 0.7601 78/2081 [>.............................] - ETA: 27:34 - loss: 961.5660 - logits_profile_predictions_loss: 941.3693 - logcount_predictions_loss: 0.7593 79/2081 [>.............................] - ETA: 27:34 - loss: 961.4510 - logits_profile_predictions_loss: 941.2750 - logcount_predictions_loss: 0.7585 80/2081 [>.............................] - ETA: 27:33 - loss: 961.3169 - logits_profile_predictions_loss: 941.1609 - logcount_predictions_loss: 0.7577 81/2081 [>.............................] - ETA: 27:32 - loss: 961.1868 - logits_profile_predictions_loss: 941.0498 - logcount_predictions_loss: 0.7570 82/2081 [>.............................] - ETA: 27:31 - loss: 961.0516 - logits_profile_predictions_loss: 940.9334 - logcount_predictions_loss: 0.7563 83/2081 [>.............................] - ETA: 27:30 - loss: 960.9314 - logits_profile_predictions_loss: 940.8322 - logcount_predictions_loss: 0.7556 84/2081 [>.............................] - ETA: 27:29 - loss: 960.7762 - logits_profile_predictions_loss: 940.6962 - logcount_predictions_loss: 0.7549 85/2081 [>.............................] - ETA: 27:29 - loss: 960.6265 - logits_profile_predictions_loss: 940.5648 - logcount_predictions_loss: 0.7542 86/2081 [>.............................] - ETA: 27:28 - loss: 960.4832 - logits_profile_predictions_loss: 940.4392 - logcount_predictions_loss: 0.7535 87/2081 [>.............................] - ETA: 27:27 - loss: 960.3491 - logits_profile_predictions_loss: 940.3233 - logcount_predictions_loss: 0.7529 88/2081 [>.............................] - ETA: 27:26 - loss: 960.2221 - logits_profile_predictions_loss: 940.2148 - logcount_predictions_loss: 0.7522 89/2081 [>.............................] - ETA: 27:25 - loss: 960.0991 - logits_profile_predictions_loss: 940.1101 - logcount_predictions_loss: 0.7515 90/2081 [>.............................] - ETA: 27:24 - loss: 959.9704 - logits_profile_predictions_loss: 939.9998 - logcount_predictions_loss: 0.7508 91/2081 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[>.............................] - ETA: 27:02 - loss: 958.6161 - logits_profile_predictions_loss: 939.0206 - logcount_predictions_loss: 0.7367 118/2081 [>.............................] - ETA: 27:02 - loss: 958.6027 - logits_profile_predictions_loss: 939.0189 - logcount_predictions_loss: 0.7362 119/2081 [>.............................] - ETA: 27:01 - loss: 958.6103 - logits_profile_predictions_loss: 939.0377 - logcount_predictions_loss: 0.7358 120/2081 [>.............................] - ETA: 27:00 - loss: 958.6062 - logits_profile_predictions_loss: 939.0444 - logcount_predictions_loss: 0.7354 121/2081 [>.............................] - ETA: 26:59 - loss: 958.6017 - logits_profile_predictions_loss: 939.0499 - logcount_predictions_loss: 0.7350 122/2081 [>.............................] - ETA: 26:58 - loss: 958.6041 - logits_profile_predictions_loss: 939.0620 - logcount_predictions_loss: 0.7347 123/2081 [>.............................] - ETA: 26:57 - loss: 958.6115 - 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[===>..........................] - ETA: 24:11 - loss: 959.4504 - logits_profile_predictions_loss: 940.6646 - logcount_predictions_loss: 0.7062 326/2081 [===>..........................] - ETA: 24:10 - loss: 959.4382 - logits_profile_predictions_loss: 940.6538 - logcount_predictions_loss: 0.7062 327/2081 [===>..........................] - ETA: 24:09 - loss: 959.4257 - logits_profile_predictions_loss: 940.6427 - logcount_predictions_loss: 0.7061 328/2081 [===>..........................] - ETA: 24:08 - loss: 959.4124 - logits_profile_predictions_loss: 940.6307 - logcount_predictions_loss: 0.7061 329/2081 [===>..........................] - ETA: 24:07 - loss: 959.3993 - logits_profile_predictions_loss: 940.6188 - logcount_predictions_loss: 0.7060 330/2081 [===>..........................] - ETA: 24:07 - loss: 959.3874 - logits_profile_predictions_loss: 940.6082 - logcount_predictions_loss: 0.7060 331/2081 [===>..........................] - ETA: 24:06 - loss: 959.3752 - logits_profile_predictions_loss: 940.5972 - logcount_predictions_loss: 0.7059 332/2081 [===>..........................] - ETA: 24:05 - loss: 959.3636 - logits_profile_predictions_loss: 940.5868 - logcount_predictions_loss: 0.7059 333/2081 [===>..........................] - ETA: 24:04 - loss: 959.3519 - logits_profile_predictions_loss: 940.5763 - logcount_predictions_loss: 0.7058 334/2081 [===>..........................] - ETA: 24:03 - loss: 959.3398 - logits_profile_predictions_loss: 940.5654 - logcount_predictions_loss: 0.7058 335/2081 [===>..........................] - ETA: 24:02 - loss: 959.3280 - logits_profile_predictions_loss: 940.5547 - logcount_predictions_loss: 0.7058 336/2081 [===>..........................] - ETA: 24:02 - loss: 959.3161 - logits_profile_predictions_loss: 940.5440 - logcount_predictions_loss: 0.7057 337/2081 [===>..........................] - ETA: 24:01 - loss: 959.3039 - logits_profile_predictions_loss: 940.5328 - logcount_predictions_loss: 0.7057 338/2081 [===>..........................] - ETA: 24:00 - loss: 959.2909 - logits_profile_predictions_loss: 940.5208 - logcount_predictions_loss: 0.7056 339/2081 [===>..........................] - ETA: 23:59 - loss: 959.2786 - logits_profile_predictions_loss: 940.5095 - logcount_predictions_loss: 0.7056 340/2081 [===>..........................] - ETA: 23:58 - loss: 959.2664 - logits_profile_predictions_loss: 940.4984 - logcount_predictions_loss: 0.7056 341/2081 [===>..........................] - ETA: 23:57 - loss: 959.2545 - logits_profile_predictions_loss: 940.4874 - logcount_predictions_loss: 0.7055 342/2081 [===>..........................] - ETA: 23:57 - loss: 959.2435 - logits_profile_predictions_loss: 940.4774 - logcount_predictions_loss: 0.7055 343/2081 [===>..........................] - ETA: 23:56 - loss: 959.2320 - logits_profile_predictions_loss: 940.4668 - logcount_predictions_loss: 0.7055 344/2081 [===>..........................] - ETA: 23:55 - loss: 959.2199 - 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[====>.........................] - ETA: 23:06 - loss: 958.8098 - logits_profile_predictions_loss: 940.0810 - logcount_predictions_loss: 0.7041 404/2081 [====>.........................] - ETA: 23:05 - loss: 958.8042 - logits_profile_predictions_loss: 940.0756 - logcount_predictions_loss: 0.7041 405/2081 [====>.........................] - ETA: 23:05 - loss: 958.7989 - logits_profile_predictions_loss: 940.0706 - logcount_predictions_loss: 0.7041 406/2081 [====>.........................] - ETA: 23:04 - loss: 958.7936 - logits_profile_predictions_loss: 940.0657 - logcount_predictions_loss: 0.7041 407/2081 [====>.........................] - ETA: 23:03 - loss: 958.7902 - logits_profile_predictions_loss: 940.0625 - logcount_predictions_loss: 0.7040 408/2081 [====>.........................] - ETA: 23:02 - loss: 958.7874 - logits_profile_predictions_loss: 940.0599 - logcount_predictions_loss: 0.7040 409/2081 [====>.........................] - ETA: 23:01 - loss: 958.7842 - 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[====>.........................] - ETA: 22:56 - loss: 958.7613 - logits_profile_predictions_loss: 940.0348 - logcount_predictions_loss: 0.7040 417/2081 [=====>........................] - ETA: 22:55 - loss: 958.7590 - logits_profile_predictions_loss: 940.0326 - logcount_predictions_loss: 0.7040 418/2081 [=====>........................] - ETA: 22:54 - loss: 958.7563 - logits_profile_predictions_loss: 940.0299 - logcount_predictions_loss: 0.7040 419/2081 [=====>........................] - ETA: 22:53 - loss: 958.7532 - logits_profile_predictions_loss: 940.0268 - logcount_predictions_loss: 0.7040 420/2081 [=====>........................] - ETA: 22:52 - loss: 958.7500 - logits_profile_predictions_loss: 940.0236 - logcount_predictions_loss: 0.7040 421/2081 [=====>........................] - ETA: 22:51 - loss: 958.7474 - logits_profile_predictions_loss: 940.0210 - logcount_predictions_loss: 0.7040 422/2081 [=====>........................] - ETA: 22:51 - loss: 958.7451 - 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[=====>........................] - ETA: 22:45 - loss: 958.7240 - logits_profile_predictions_loss: 939.9975 - logcount_predictions_loss: 0.7040 430/2081 [=====>........................] - ETA: 22:44 - loss: 958.7204 - logits_profile_predictions_loss: 939.9939 - logcount_predictions_loss: 0.7040 431/2081 [=====>........................] - ETA: 22:43 - loss: 958.7164 - logits_profile_predictions_loss: 939.9899 - logcount_predictions_loss: 0.7040 432/2081 [=====>........................] - ETA: 22:42 - loss: 958.7119 - logits_profile_predictions_loss: 939.9854 - logcount_predictions_loss: 0.7040 433/2081 [=====>........................] - ETA: 22:42 - loss: 958.7077 - logits_profile_predictions_loss: 939.9812 - logcount_predictions_loss: 0.7040 434/2081 [=====>........................] - ETA: 22:41 - loss: 958.7040 - logits_profile_predictions_loss: 939.9775 - logcount_predictions_loss: 0.7040 435/2081 [=====>........................] - ETA: 22:40 - loss: 958.7006 - 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[=====>........................] - ETA: 22:34 - loss: 958.6821 - logits_profile_predictions_loss: 939.9550 - logcount_predictions_loss: 0.7040 443/2081 [=====>........................] - ETA: 22:33 - loss: 958.6797 - logits_profile_predictions_loss: 939.9525 - logcount_predictions_loss: 0.7040 444/2081 [=====>........................] - ETA: 22:32 - loss: 958.6775 - logits_profile_predictions_loss: 939.9501 - logcount_predictions_loss: 0.7040 445/2081 [=====>........................] - ETA: 22:32 - loss: 958.6749 - logits_profile_predictions_loss: 939.9474 - logcount_predictions_loss: 0.7040 446/2081 [=====>........................] - ETA: 22:31 - loss: 958.6719 - logits_profile_predictions_loss: 939.9442 - logcount_predictions_loss: 0.7040 447/2081 [=====>........................] - ETA: 22:30 - loss: 958.6686 - logits_profile_predictions_loss: 939.9407 - logcount_predictions_loss: 0.7041 448/2081 [=====>........................] - ETA: 22:29 - loss: 958.6653 - 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[=====>........................] - ETA: 22:23 - loss: 958.6359 - logits_profile_predictions_loss: 939.9060 - logcount_predictions_loss: 0.7041 456/2081 [=====>........................] - ETA: 22:23 - loss: 958.6325 - logits_profile_predictions_loss: 939.9023 - logcount_predictions_loss: 0.7041 457/2081 [=====>........................] - ETA: 22:22 - loss: 958.6288 - logits_profile_predictions_loss: 939.8984 - logcount_predictions_loss: 0.7041 458/2081 [=====>........................] - ETA: 22:21 - loss: 958.6243 - logits_profile_predictions_loss: 939.8937 - logcount_predictions_loss: 0.7042 459/2081 [=====>........................] - ETA: 22:20 - loss: 958.6195 - logits_profile_predictions_loss: 939.8887 - logcount_predictions_loss: 0.7042 460/2081 [=====>........................] - ETA: 22:19 - loss: 958.6142 - logits_profile_predictions_loss: 939.8831 - logcount_predictions_loss: 0.7042 461/2081 [=====>........................] - ETA: 22:18 - loss: 958.6083 - 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[============================>.] - ETA: 11s - loss: 959.4300 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2068/2081 [============================>.] - ETA: 10s - loss: 959.4300 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2069/2081 [============================>.] - ETA: 9s - loss: 959.4299 - logits_profile_predictions_loss: 940.6759 - logcount_predictions_loss: 0.7050  2070/2081 [============================>.] - ETA: 9s - loss: 959.4299 - logits_profile_predictions_loss: 940.6759 - logcount_predictions_loss: 0.7050 2071/2081 [============================>.] - ETA: 8s - loss: 959.4298 - logits_profile_predictions_loss: 940.6759 - logcount_predictions_loss: 0.7050 2072/2081 [============================>.] - ETA: 7s - loss: 959.4298 - logits_profile_predictions_loss: 940.6759 - logcount_predictions_loss: 0.7050 2073/2081 [============================>.] - ETA: 6s - loss: 959.4298 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2074/2081 [============================>.] - ETA: 5s - loss: 959.4298 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2075/2081 [============================>.] - ETA: 4s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2076/2081 [============================>.] - ETA: 4s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2077/2081 [============================>.] - ETA: 3s - loss: 959.4297 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2078/2081 [============================>.] - ETA: 2s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2079/2081 [============================>.] - ETA: 1s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2080/2081 [============================>.] - ETA: 0s - loss: 959.4296 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2081/2081 [==============================] - ETA: 0s - loss: 959.4295 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 2081/2081 [==============================] - 1781s 856ms/step - loss: 959.4295 - logits_profile_predictions_loss: 940.6760 - logcount_predictions_loss: 0.7050 - val_loss: 1073.2626 - val_logits_profile_predictions_loss: 1049.4778 - val_logcount_predictions_loss: 0.8942 + +Epoch 00013: val_loss did not improve from 1070.43677 +Restoring model weights from the end of the best epoch. +Epoch 00013: early stopping +save model +save model without bias +2022-02-19_09-56-14: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-05-05: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-13-19: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR000EMJ.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(36588, 10) +loading nonpeaks... +got split:test for bed regions:(36588, 10) +0/286 +100/286 +200/286 +2022-02-19_10-16-32: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_10-16-32: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//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 + 1/35 [..............................] - ETA: 5:00 3/35 [=>............................] - ETA: 40s  4/35 [==>...........................] - ETA: 51s 5/35 [===>..........................] - ETA: 56s 6/35 [====>.........................] - ETA: 57s 7/35 [=====>........................] - ETA: 58s 8/35 [=====>........................] - ETA: 57s 9/35 [======>.......................] - ETA: 56s 10/35 [=======>......................] - ETA: 55s 11/35 [========>.....................] - ETA: 53s 12/35 [=========>....................] - ETA: 52s 13/35 [==========>...................] - ETA: 50s 14/35 [===========>..................] - ETA: 48s 15/35 [===========>..................] - ETA: 46s 16/35 [============>.................] - ETA: 44s 17/35 [=============>................] - ETA: 42s 18/35 [==============>...............] - ETA: 39s 19/35 [===============>..............] - ETA: 37s 20/35 [================>.............] - ETA: 35s 21/35 [=================>............] - ETA: 33s 22/35 [=================>............] - ETA: 30s 23/35 [==================>...........] - ETA: 28s 24/35 [===================>..........] - ETA: 26s 25/35 [====================>.........] - ETA: 23s 26/35 [=====================>........] - ETA: 21s 27/35 [======================>.......] - ETA: 19s 28/35 [=======================>......] - ETA: 16s 29/35 [=======================>......] - ETA: 14s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 9s  32/35 [==========================>...] - ETA: 7s 33/35 [===========================>..] - ETA: 4s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 97s 3s/step + 1/35 [..............................] - ETA: 3s 2/35 [>.............................] - ETA: 1:22 3/35 [=>............................] - ETA: 1:19 4/35 [==>...........................] - ETA: 1:17 5/35 [===>..........................] - ETA: 1:15 6/35 [====>.........................] - ETA: 1:12 7/35 [=====>........................] - ETA: 1:10 8/35 [=====>........................] - ETA: 1:07 9/35 [======>.......................] - ETA: 1:05 10/35 [=======>......................] - ETA: 1:02 11/35 [========>.....................] - ETA: 1:00 12/35 [=========>....................] - ETA: 57s  13/35 [==========>...................] - ETA: 55s 14/35 [===========>..................] - ETA: 52s 15/35 [===========>..................] - ETA: 50s 16/35 [============>.................] - ETA: 47s 17/35 [=============>................] - ETA: 45s 18/35 [==============>...............] - ETA: 42s 19/35 [===============>..............] - ETA: 40s 20/35 [================>.............] - ETA: 37s 21/35 [=================>............] - ETA: 35s 22/35 [=================>............] - ETA: 32s 23/35 [==================>...........] - ETA: 30s 24/35 [===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 25s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 86s 3s/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 1s 2/35 [>.............................] - ETA: 1:21 3/35 [=>............................] - ETA: 1:19 4/35 [==>...........................] - ETA: 1:17 5/35 [===>..........................] - ETA: 1:14 6/35 [====>.........................] - ETA: 1:12 7/35 [=====>........................] - ETA: 1:09 8/35 [=====>........................] - ETA: 1:07 9/35 [======>.......................] - ETA: 1:04 10/35 [=======>......................] - ETA: 1:02 11/35 [========>.....................] - ETA: 59s  12/35 [=========>....................] - ETA: 57s 13/35 [==========>...................] - ETA: 54s 14/35 [===========>..................] - ETA: 52s 15/35 [===========>..................] - ETA: 49s 16/35 [============>.................] - ETA: 47s 17/35 [=============>................] - ETA: 44s 18/35 [==============>...............] - ETA: 42s 19/35 [===============>..............] - ETA: 39s 20/35 [================>.............] - ETA: 37s 21/35 [=================>............] - ETA: 34s 22/35 [=================>............] - ETA: 32s 23/35 [==================>...........] - ETA: 29s 24/35 [===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 24s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 86s 3s/step + 1/35 [..............................] - ETA: 16s 2/35 [>.............................] - ETA: 1:22 3/35 [=>............................] - ETA: 1:20 4/35 [==>...........................] - ETA: 1:17 5/35 [===>..........................] - ETA: 1:15 6/35 [====>.........................] - ETA: 1:12 7/35 [=====>........................] - ETA: 1:10 8/35 [=====>........................] - ETA: 1:07 9/35 [======>.......................] - ETA: 1:05 10/35 [=======>......................] - ETA: 1:02 11/35 [========>.....................] - ETA: 1:00 12/35 [=========>....................] - ETA: 57s  13/35 [==========>...................] - ETA: 55s 14/35 [===========>..................] - ETA: 52s 15/35 [===========>..................] - ETA: 50s 16/35 [============>.................] - ETA: 47s 17/35 [=============>................] - ETA: 45s 18/35 [==============>...............] - ETA: 42s 19/35 [===============>..............] - ETA: 40s 20/35 [================>.............] - ETA: 37s 21/35 [=================>............] - ETA: 35s 22/35 [=================>............] - ETA: 32s 23/35 [==================>...........] - ETA: 30s 24/35 [===================>..........] - ETA: 27s 25/35 [====================>.........] - ETA: 25s 26/35 [=====================>........] - ETA: 22s 27/35 [======================>.......] - ETA: 20s 28/35 [=======================>......] - ETA: 17s 29/35 [=======================>......] - ETA: 15s 30/35 [========================>.....] - ETA: 12s 31/35 [=========================>....] - ETA: 10s 32/35 [==========================>...] - ETA: 7s  33/35 [===========================>..] - ETA: 5s 34/35 [============================>.] - ETA: 2s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 87s 3s/step +Saving marginal footprints +2022-02-19_10-22-46: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_10-22-46: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//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: "functional_1" +__________________________________________________________________________________________________ +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 + 1/35 [..............................] - ETA: 1:43 3/35 [=>............................] - ETA: 3s  4/35 [==>...........................] - ETA: 4s 5/35 [===>..........................] - ETA: 5s 6/35 [====>.........................] - ETA: 5s 7/35 [=====>........................] - ETA: 5s 8/35 [=====>........................] - ETA: 5s 9/35 [======>.......................] - ETA: 5s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 4s 12/35 [=========>....................] - ETA: 4s 13/35 [==========>...................] - ETA: 4s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 3s 18/35 [==============>...............] - ETA: 3s 19/35 [===============>..............] - ETA: 3s 20/35 [================>.............] - ETA: 3s 21/35 [=================>............] - ETA: 3s 22/35 [=================>............] - ETA: 2s 23/35 [==================>...........] - ETA: 2s 24/35 [===================>..........] - ETA: 2s 25/35 [====================>.........] - ETA: 2s 26/35 [=====================>........] - ETA: 1s 27/35 [======================>.......] - ETA: 1s 28/35 [=======================>......] - ETA: 1s 29/35 [=======================>......] - ETA: 1s 30/35 [========================>.....] - ETA: 1s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 11s 238ms/step + 1/35 [..............................] - ETA: 7s 2/35 [>.............................] - ETA: 7s 3/35 [=>............................] - ETA: 7s 4/35 [==>...........................] - ETA: 7s 5/35 [===>..........................] - ETA: 6s 6/35 [====>.........................] - ETA: 6s 7/35 [=====>........................] - ETA: 6s 8/35 [=====>........................] - ETA: 6s 9/35 [======>.......................] - ETA: 5s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 5s 12/35 [=========>....................] - ETA: 5s 13/35 [==========>...................] - ETA: 5s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 4s 18/35 [==============>...............] - ETA: 3s 19/35 [===============>..............] - ETA: 3s 20/35 [================>.............] - ETA: 3s 21/35 [=================>............] - ETA: 3s 22/35 [=================>............] - ETA: 2s 23/35 [==================>...........] - ETA: 2s 24/35 [===================>..........] - ETA: 2s 25/35 [====================>.........] - ETA: 2s 26/35 [=====================>........] - ETA: 2s 27/35 [======================>.......] - ETA: 1s 28/35 [=======================>......] - ETA: 1s 29/35 [=======================>......] - ETA: 1s 30/35 [========================>.....] - ETA: 1s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 8s 233ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 2s 2/35 [>.............................] - ETA: 10s 3/35 [=>............................] - ETA: 8s  4/35 [==>...........................] - ETA: 7s 5/35 [===>..........................] - ETA: 7s 6/35 [====>.........................] - ETA: 7s 7/35 [=====>........................] - ETA: 6s 8/35 [=====>........................] - ETA: 6s 9/35 [======>.......................] - ETA: 6s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 5s 12/35 [=========>....................] - ETA: 5s 13/35 [==========>...................] - ETA: 5s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 4s 18/35 [==============>...............] - ETA: 3s 19/35 [===============>..............] - ETA: 3s 20/35 [================>.............] - ETA: 3s 21/35 [=================>............] - ETA: 3s 22/35 [=================>............] - ETA: 3s 23/35 [==================>...........] - ETA: 2s 24/35 [===================>..........] - ETA: 2s 25/35 [====================>.........] - ETA: 2s 26/35 [=====================>........] - ETA: 2s 27/35 [======================>.......] - ETA: 1s 28/35 [=======================>......] - ETA: 1s 29/35 [=======================>......] - ETA: 1s 30/35 [========================>.....] - ETA: 1s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 8s 235ms/step + 1/35 [..............................] - ETA: 3s 2/35 [>.............................] - ETA: 9s 3/35 [=>............................] - ETA: 8s 4/35 [==>...........................] - ETA: 7s 5/35 [===>..........................] - ETA: 7s 6/35 [====>.........................] - ETA: 7s 7/35 [=====>........................] - ETA: 6s 8/35 [=====>........................] - ETA: 6s 9/35 [======>.......................] - ETA: 6s 10/35 [=======>......................] - ETA: 5s 11/35 [========>.....................] - ETA: 5s 12/35 [=========>....................] - ETA: 5s 13/35 [==========>...................] - ETA: 5s 14/35 [===========>..................] - ETA: 4s 15/35 [===========>..................] - ETA: 4s 16/35 [============>.................] - ETA: 4s 17/35 [=============>................] - ETA: 4s 18/35 [==============>...............] - ETA: 3s 19/35 [===============>..............] - ETA: 3s 20/35 [================>.............] - ETA: 3s 21/35 [=================>............] - ETA: 3s 22/35 [=================>............] - ETA: 3s 23/35 [==================>...........] - ETA: 2s 24/35 [===================>..........] - ETA: 2s 25/35 [====================>.........] - ETA: 2s 26/35 [=====================>........] - ETA: 2s 27/35 [======================>.......] - ETA: 1s 28/35 [=======================>......] - ETA: 1s 29/35 [=======================>......] - ETA: 1s 30/35 [========================>.....] - ETA: 1s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 8s 234ms/step +Saving marginal footprints