DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Tue Oct 4 17:31:50 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:81:00.0 Off | 0 | | N/A 30C P0 60W / 500W | 0MiB / 81920MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-04_17-31-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/bigWigs/ENCSR704HNG.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 103520 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 103520 Number of peaks input: 24939 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 24939 Number of non peaks input: 102756 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 102756 Number of non peaks input: 25702 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 25702 Number of peaks after removing outliers: 102381 Number of nonpeaks after removing outliers: 90881 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/bigWigs/ENCSR704HNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '88.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(89138, 10) loading nonpeaks... got split:train for bed regions:(80864, 10) loading peaks... got split:valid for bed regions:(13243, 10) loading nonpeaks... got split:valid for bed regions:(10017, 10) Epoch 1/50 1/1533 [..............................] - ETA: 2:35:17 - loss: 3910.3484 - logits_profile_predictions_loss: 3405.8906 - logcount_predictions_loss: 5.7065 2/1533 [..............................] - ETA: 3:36 - loss: 13961.2396 - logits_profile_predictions_loss: 3683.4174 - logcount_predictions_loss: 116.2650 3/1533 [..............................] - ETA: 3:35 - loss: 15355.9827 - logits_profile_predictions_loss: 3965.7904 - logcount_predictions_loss: 128.8483 4/1533 [..............................] - ETA: 3:34 - loss: 15345.2536 - logits_profile_predictions_loss: 4200.3563 - logcount_predictions_loss: 126.0735 5/1533 [..............................] - ETA: 3:33 - loss: 14942.9128 - logits_profile_predictions_loss: 4334.6165 - logcount_predictions_loss: 120.0034 6/1533 [..............................] - ETA: 3:33 - loss: 14450.3074 - logits_profile_predictions_loss: 4416.2202 - logcount_predictions_loss: 113.5078 7/1533 [..............................] - ETA: 3:33 - loss: 13957.5146 - logits_profile_predictions_loss: 4466.9479 - logcount_predictions_loss: 107.3593 8/1533 [..............................] - ETA: 3:32 - loss: 13499.3882 - logits_profile_predictions_loss: 4503.6835 - logcount_predictions_loss: 101.7614 9/1533 [..............................] - ETA: 3:32 - loss: 13105.1927 - logits_profile_predictions_loss: 4552.5707 - logcount_predictions_loss: 96.7491  10/1533 [..............................] - ETA: 3:32 - loss: 12751.7655 - logits_profile_predictions_loss: 4595.6981 - logcount_predictions_loss: 92.2632 11/1533 [..............................] - ETA: 3:32 - loss: 12432.0235 - logits_profile_predictions_loss: 4632.1497 - logcount_predictions_loss: 88.2339 12/1533 [..............................] - ETA: 3:31 - loss: 12143.0318 - logits_profile_predictions_loss: 4664.3639 - logcount_predictions_loss: 84.6003 13/1533 [..............................] - ETA: 3:31 - loss: 11880.9740 - logits_profile_predictions_loss: 4693.2887 - logcount_predictions_loss: 81.3087 14/1533 [..............................] - ETA: 3:31 - loss: 11632.5544 - logits_profile_predictions_loss: 4710.5024 - logcount_predictions_loss: 78.3038 15/1533 [..............................] - ETA: 3:31 - loss: 11406.5103 - logits_profile_predictions_loss: 4726.8673 - logcount_predictions_loss: 75.5616 16/1533 [..............................] - ETA: 3:31 - loss: 11199.9676 - logits_profile_predictions_loss: 4742.5090 - logcount_predictions_loss: 73.0482 17/1533 [..............................] - ETA: 3:30 - loss: 11008.3884 - logits_profile_predictions_loss: 4755.3767 - logcount_predictions_loss: 70.7354 18/1533 [..............................] - ETA: 3:30 - loss: 10828.4300 - logits_profile_predictions_loss: 4764.3791 - logcount_predictions_loss: 68.5979 19/1533 [..............................] - ETA: 3:30 - loss: 10662.4032 - logits_profile_predictions_loss: 4773.3988 - logcount_predictions_loss: 66.6177 20/1533 [..............................] - ETA: 3:30 - loss: 10507.9483 - logits_profile_predictions_loss: 4781.6366 - logcount_predictions_loss: 64.7773 21/1533 [..............................] - ETA: 3:30 - loss: 10367.1355 - logits_profile_predictions_loss: 4792.1379 - logcount_predictions_loss: 63.0656 22/1533 [..............................] - ETA: 3:30 - loss: 10233.6319 - logits_profile_predictions_loss: 4800.2121 - logcount_predictions_loss: 61.4640 23/1533 [..............................] - ETA: 3:30 - loss: 10105.3916 - logits_profile_predictions_loss: 4804.9376 - logcount_predictions_loss: 59.9599 24/1533 [..............................] - ETA: 3:29 - loss: 9981.8739 - logits_profile_predictions_loss: 4806.3539 - logcount_predictions_loss: 58.5466  25/1533 [..............................] - ETA: 3:29 - loss: 9865.0899 - logits_profile_predictions_loss: 4807.1416 - logcount_predictions_loss: 57.2166 26/1533 [..............................] - ETA: 3:29 - loss: 9751.0525 - logits_profile_predictions_loss: 4804.3147 - logcount_predictions_loss: 55.9586 27/1533 [..............................] - ETA: 3:29 - loss: 9642.3625 - logits_profile_predictions_loss: 4800.6899 - logcount_predictions_loss: 54.7700 28/1533 [..............................] - ETA: 3:29 - loss: 9538.8209 - logits_profile_predictions_loss: 4796.5831 - logcount_predictions_loss: 53.6452 29/1533 [..............................] - ETA: 3:29 - loss: 9439.9673 - logits_profile_predictions_loss: 4792.1628 - logcount_predictions_loss: 52.5770 30/1533 [..............................] - ETA: 3:29 - loss: 9346.7644 - logits_profile_predictions_loss: 4788.4930 - logcount_predictions_loss: 51.5642 31/1533 [..............................] - ETA: 3:28 - loss: 9258.2812 - logits_profile_predictions_loss: 4785.1343 - logcount_predictions_loss: 50.6012 32/1533 [..............................] - ETA: 3:28 - loss: 9174.8261 - logits_profile_predictions_loss: 4782.6446 - logcount_predictions_loss: 49.6853 33/1533 [..............................] - ETA: 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logits_profile_predictions_loss: 3697.7139 - logcount_predictions_loss: 9.3212 1513/1533 [============================>.] - ETA: 2s - loss: 4521.2886 - logits_profile_predictions_loss: 3697.4248 - logcount_predictions_loss: 9.3197 1514/1533 [============================>.] - ETA: 2s - loss: 4520.8653 - logits_profile_predictions_loss: 3697.1359 - logcount_predictions_loss: 9.3182 1515/1533 [============================>.] - ETA: 2s - loss: 4520.4423 - logits_profile_predictions_loss: 3696.8471 - logcount_predictions_loss: 9.3167 1516/1533 [============================>.] - ETA: 2s - loss: 4520.0193 - logits_profile_predictions_loss: 3696.5585 - logcount_predictions_loss: 9.3152 1517/1533 [============================>.] - ETA: 2s - loss: 4519.5971 - logits_profile_predictions_loss: 3696.2706 - logcount_predictions_loss: 9.3136 1518/1533 [============================>.] - ETA: 2s - loss: 4519.1752 - logits_profile_predictions_loss: 3695.9830 - logcount_predictions_loss: 9.3121 1519/1533 [============================>.] - ETA: 1s - loss: 4518.7533 - logits_profile_predictions_loss: 3695.6954 - logcount_predictions_loss: 9.3106 1520/1533 [============================>.] - ETA: 1s - loss: 4518.3323 - logits_profile_predictions_loss: 3695.4087 - logcount_predictions_loss: 9.3091 1521/1533 [============================>.] - ETA: 1s - loss: 4517.9114 - logits_profile_predictions_loss: 3695.1222 - logcount_predictions_loss: 9.3076 1522/1533 [============================>.] - ETA: 1s - loss: 4517.4904 - logits_profile_predictions_loss: 3694.8356 - logcount_predictions_loss: 9.3060 1523/1533 [============================>.] - ETA: 1s - loss: 4517.0694 - logits_profile_predictions_loss: 3694.5489 - logcount_predictions_loss: 9.3045 1524/1533 [============================>.] - ETA: 1s - loss: 4516.6485 - logits_profile_predictions_loss: 3694.2624 - logcount_predictions_loss: 9.3030 1525/1533 [============================>.] - ETA: 1s - loss: 4516.2276 - logits_profile_predictions_loss: 3693.9760 - logcount_predictions_loss: 9.3015 1526/1533 [============================>.] - ETA: 0s - loss: 4515.8068 - logits_profile_predictions_loss: 3693.6896 - logcount_predictions_loss: 9.3000 1527/1533 [============================>.] - ETA: 0s - loss: 4515.3866 - logits_profile_predictions_loss: 3693.4038 - logcount_predictions_loss: 9.2984 1528/1533 [============================>.] - ETA: 0s - loss: 4514.9664 - logits_profile_predictions_loss: 3693.1180 - logcount_predictions_loss: 9.2969 1529/1533 [============================>.] - ETA: 0s - loss: 4514.5467 - logits_profile_predictions_loss: 3692.8328 - logcount_predictions_loss: 9.2954 1530/1533 [============================>.] - ETA: 0s - loss: 4514.1272 - logits_profile_predictions_loss: 3692.5477 - logcount_predictions_loss: 9.2939 1531/1533 [============================>.] - ETA: 0s - loss: 4513.7078 - logits_profile_predictions_loss: 3692.2627 - logcount_predictions_loss: 9.2924 1532/1533 [============================>.] - ETA: 0s - loss: 4513.2886 - logits_profile_predictions_loss: 3691.9780 - logcount_predictions_loss: 9.2908 1533/1533 [==============================] - ETA: 0s - loss: 4512.8698 - logits_profile_predictions_loss: 3691.6937 - logcount_predictions_loss: 9.2893 1533/1533 [==============================] - 235s 149ms/step - loss: 4512.4516 - logits_profile_predictions_loss: 3691.4097 - logcount_predictions_loss: 9.2878 - val_loss: 3514.5449 - val_logits_profile_predictions_loss: 3324.7598 - val_logcount_predictions_loss: 2.1469 Epoch 00001: val_loss improved from inf to 3514.54492, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/1533 [..............................] - ETA: 3:58 - loss: 2506.3276 - logits_profile_predictions_loss: 2397.6812 - logcount_predictions_loss: 1.2290 2/1533 [..............................] - ETA: 3:43 - loss: 2636.3721 - logits_profile_predictions_loss: 2508.0646 - logcount_predictions_loss: 1.4514 3/1533 [..............................] - ETA: 3:38 - loss: 2667.1254 - logits_profile_predictions_loss: 2529.9484 - logcount_predictions_loss: 1.5518 4/1533 [..............................] - ETA: 3:36 - loss: 2764.9620 - logits_profile_predictions_loss: 2617.3816 - logcount_predictions_loss: 1.6695 5/1533 [..............................] - ETA: 3:35 - loss: 2819.9587 - logits_profile_predictions_loss: 2667.9946 - logcount_predictions_loss: 1.7190 6/1533 [..............................] - ETA: 3:34 - loss: 2835.4489 - logits_profile_predictions_loss: 2680.8915 - logcount_predictions_loss: 1.7484 7/1533 [..............................] - ETA: 3:33 - loss: 2833.1611 - logits_profile_predictions_loss: 2677.6878 - logcount_predictions_loss: 1.7587 8/1533 [..............................] - ETA: 3:33 - loss: 2832.6877 - logits_profile_predictions_loss: 2676.9577 - logcount_predictions_loss: 1.7616 9/1533 [..............................] - ETA: 3:33 - loss: 2841.1062 - logits_profile_predictions_loss: 2684.1741 - logcount_predictions_loss: 1.7752 10/1533 [..............................] - ETA: 3:33 - loss: 2844.3506 - logits_profile_predictions_loss: 2686.7775 - logcount_predictions_loss: 1.7825 11/1533 [..............................] - ETA: 3:32 - loss: 2848.0415 - logits_profile_predictions_loss: 2689.9836 - logcount_predictions_loss: 1.7880 12/1533 [..............................] - ETA: 3:32 - loss: 2852.4419 - logits_profile_predictions_loss: 2694.1010 - logcount_predictions_loss: 1.7912 13/1533 [..............................] - ETA: 3:32 - loss: 2856.0758 - logits_profile_predictions_loss: 2697.7118 - logcount_predictions_loss: 1.7914 14/1533 [..............................] - ETA: 3:32 - loss: 2857.3394 - logits_profile_predictions_loss: 2698.6394 - logcount_predictions_loss: 1.7952 15/1533 [..............................] - ETA: 3:31 - loss: 2856.7945 - logits_profile_predictions_loss: 2697.7664 - logcount_predictions_loss: 1.7990 16/1533 [..............................] - ETA: 3:31 - loss: 2856.6717 - logits_profile_predictions_loss: 2697.1568 - logcount_predictions_loss: 1.8045 17/1533 [..............................] - ETA: 3:31 - loss: 2855.0650 - logits_profile_predictions_loss: 2695.2184 - logcount_predictions_loss: 1.8082 18/1533 [..............................] - ETA: 3:31 - loss: 2854.5912 - logits_profile_predictions_loss: 2694.3704 - logcount_predictions_loss: 1.8125 19/1533 [..............................] - ETA: 3:31 - loss: 2853.5809 - logits_profile_predictions_loss: 2692.9535 - logcount_predictions_loss: 1.8171 20/1533 [..............................] - ETA: 3:30 - loss: 2855.0767 - logits_profile_predictions_loss: 2693.9389 - logcount_predictions_loss: 1.8228 21/1533 [..............................] - ETA: 3:30 - loss: 2856.3409 - logits_profile_predictions_loss: 2694.6759 - logcount_predictions_loss: 1.8288 22/1533 [..............................] - ETA: 3:30 - loss: 2857.4357 - logits_profile_predictions_loss: 2695.3733 - logcount_predictions_loss: 1.8333 23/1533 [..............................] - ETA: 3:30 - loss: 2857.3241 - logits_profile_predictions_loss: 2694.8983 - logcount_predictions_loss: 1.8374 24/1533 [..............................] - ETA: 3:30 - loss: 2857.5820 - logits_profile_predictions_loss: 2694.8409 - logcount_predictions_loss: 1.8410 25/1533 [..............................] - ETA: 3:30 - loss: 2858.1977 - logits_profile_predictions_loss: 2695.1627 - logcount_predictions_loss: 1.8443 26/1533 [..............................] - ETA: 3:29 - loss: 2859.7617 - logits_profile_predictions_loss: 2696.4375 - logcount_predictions_loss: 1.8476 27/1533 [..............................] - ETA: 3:29 - loss: 2860.8220 - logits_profile_predictions_loss: 2697.2699 - logcount_predictions_loss: 1.8501 28/1533 [..............................] - ETA: 3:29 - loss: 2861.8610 - logits_profile_predictions_loss: 2698.1042 - logcount_predictions_loss: 1.8525 29/1533 [..............................] - ETA: 3:29 - loss: 2863.1955 - logits_profile_predictions_loss: 2699.2381 - logcount_predictions_loss: 1.8547 30/1533 [..............................] - ETA: 3:29 - loss: 2863.9185 - logits_profile_predictions_loss: 2699.7830 - logcount_predictions_loss: 1.8567 31/1533 [..............................] - ETA: 3:29 - loss: 2865.4655 - logits_profile_predictions_loss: 2701.1614 - logcount_predictions_loss: 1.8586 32/1533 [..............................] - ETA: 3:28 - loss: 2866.5954 - logits_profile_predictions_loss: 2702.1474 - logcount_predictions_loss: 1.8603 33/1533 [..............................] - ETA: 3:28 - loss: 2867.4457 - logits_profile_predictions_loss: 2702.8648 - logcount_predictions_loss: 1.8618 34/1533 [..............................] - ETA: 3:28 - loss: 2867.7179 - logits_profile_predictions_loss: 2703.0435 - logcount_predictions_loss: 1.8628 35/1533 [..............................] - ETA: 3:28 - loss: 2867.7801 - logits_profile_predictions_loss: 2703.0117 - logcount_predictions_loss: 1.8639 36/1533 [..............................] - ETA: 3:28 - loss: 2868.0864 - logits_profile_predictions_loss: 2703.2232 - logcount_predictions_loss: 1.8650 37/1533 [..............................] - ETA: 3:28 - loss: 2868.0488 - logits_profile_predictions_loss: 2703.0875 - logcount_predictions_loss: 1.8661 38/1533 [..............................] - ETA: 3:28 - loss: 2868.0216 - logits_profile_predictions_loss: 2702.9478 - logcount_predictions_loss: 1.8673 39/1533 [..............................] - ETA: 3:27 - loss: 2868.5751 - logits_profile_predictions_loss: 2703.3675 - logcount_predictions_loss: 1.8689 40/1533 [..............................] - ETA: 3:27 - loss: 2868.5959 - logits_profile_predictions_loss: 2703.2900 - logcount_predictions_loss: 1.8700 41/1533 [..............................] - ETA: 3:27 - loss: 2869.1538 - 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[..............................] - ETA: 3:26 - loss: 2874.7894 - logits_profile_predictions_loss: 2708.8942 - logcount_predictions_loss: 1.8766 49/1533 [..............................] - ETA: 3:26 - loss: 2875.4681 - logits_profile_predictions_loss: 2709.5036 - logcount_predictions_loss: 1.8774 50/1533 [..............................] - ETA: 3:26 - loss: 2876.4139 - logits_profile_predictions_loss: 2710.3701 - logcount_predictions_loss: 1.8783 51/1533 [..............................] - ETA: 3:26 - loss: 2877.5961 - logits_profile_predictions_loss: 2711.4664 - logcount_predictions_loss: 1.8793 52/1533 [>.............................] - ETA: 3:26 - loss: 2878.6343 - logits_profile_predictions_loss: 2712.4143 - logcount_predictions_loss: 1.8803 53/1533 [>.............................] - ETA: 3:25 - loss: 2879.3990 - logits_profile_predictions_loss: 2713.0971 - logcount_predictions_loss: 1.8812 54/1533 [>.............................] - ETA: 3:25 - loss: 2880.0816 - 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[>.............................] - ETA: 3:24 - loss: 2881.8163 - logits_profile_predictions_loss: 2714.9056 - logcount_predictions_loss: 1.8881 62/1533 [>.............................] - ETA: 3:24 - loss: 2881.8759 - logits_profile_predictions_loss: 2714.8887 - logcount_predictions_loss: 1.8890 63/1533 [>.............................] - ETA: 3:24 - loss: 2881.8410 - logits_profile_predictions_loss: 2714.7818 - logcount_predictions_loss: 1.8898 64/1533 [>.............................] - ETA: 3:24 - loss: 2881.7286 - logits_profile_predictions_loss: 2714.6094 - logcount_predictions_loss: 1.8905 65/1533 [>.............................] - ETA: 3:24 - loss: 2881.6471 - logits_profile_predictions_loss: 2714.4654 - logcount_predictions_loss: 1.8912 66/1533 [>.............................] - ETA: 3:24 - loss: 2881.6669 - logits_profile_predictions_loss: 2714.4250 - logcount_predictions_loss: 1.8919 67/1533 [>.............................] - ETA: 3:23 - loss: 2881.6231 - 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[>.............................] - ETA: 3:22 - loss: 2881.4837 - logits_profile_predictions_loss: 2713.8619 - logcount_predictions_loss: 1.8962 75/1533 [>.............................] - ETA: 3:22 - loss: 2881.6183 - logits_profile_predictions_loss: 2713.9523 - logcount_predictions_loss: 1.8967 76/1533 [>.............................] - ETA: 3:22 - loss: 2881.6790 - logits_profile_predictions_loss: 2713.9772 - logcount_predictions_loss: 1.8971 77/1533 [>.............................] - ETA: 3:22 - loss: 2881.7725 - logits_profile_predictions_loss: 2714.0398 - logcount_predictions_loss: 1.8974 78/1533 [>.............................] - ETA: 3:22 - loss: 2882.0096 - logits_profile_predictions_loss: 2714.2441 - logcount_predictions_loss: 1.8978 79/1533 [>.............................] - ETA: 3:22 - loss: 2882.0810 - logits_profile_predictions_loss: 2714.2858 - logcount_predictions_loss: 1.8981 80/1533 [>.............................] - ETA: 3:22 - loss: 2882.2102 - 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[>.............................] - ETA: 3:21 - loss: 2882.0066 - logits_profile_predictions_loss: 2713.9577 - logcount_predictions_loss: 1.9010 88/1533 [>.............................] - ETA: 3:20 - loss: 2881.9675 - logits_profile_predictions_loss: 2713.8876 - logcount_predictions_loss: 1.9014 89/1533 [>.............................] - ETA: 3:20 - loss: 2881.9035 - logits_profile_predictions_loss: 2713.7947 - logcount_predictions_loss: 1.9017 90/1533 [>.............................] - ETA: 3:20 - loss: 2881.8535 - logits_profile_predictions_loss: 2713.7183 - logcount_predictions_loss: 1.9020 91/1533 [>.............................] - ETA: 3:20 - loss: 2881.8051 - logits_profile_predictions_loss: 2713.6439 - logcount_predictions_loss: 1.9023 92/1533 [>.............................] - ETA: 3:20 - loss: 2881.7450 - logits_profile_predictions_loss: 2713.5585 - logcount_predictions_loss: 1.9026 93/1533 [>.............................] - ETA: 3:20 - loss: 2881.7108 - 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[>.............................] - ETA: 3:19 - loss: 2881.5772 - logits_profile_predictions_loss: 2713.2207 - logcount_predictions_loss: 1.9045 101/1533 [>.............................] - ETA: 3:19 - loss: 2881.4796 - logits_profile_predictions_loss: 2713.1058 - logcount_predictions_loss: 1.9047 102/1533 [>.............................] - ETA: 3:19 - loss: 2881.4765 - logits_profile_predictions_loss: 2713.0815 - logcount_predictions_loss: 1.9049 103/1533 [=>............................] - ETA: 3:18 - loss: 2881.4951 - logits_profile_predictions_loss: 2713.0729 - logcount_predictions_loss: 1.9052 104/1533 [=>............................] - ETA: 3:18 - loss: 2881.5964 - logits_profile_predictions_loss: 2713.1471 - logcount_predictions_loss: 1.9055 105/1533 [=>............................] - ETA: 3:18 - loss: 2881.6342 - logits_profile_predictions_loss: 2713.1595 - logcount_predictions_loss: 1.9058 106/1533 [=>............................] - ETA: 3:18 - loss: 2881.7260 - logits_profile_predictions_loss: 2713.2247 - logcount_predictions_loss: 1.9061 107/1533 [=>............................] - ETA: 3:18 - loss: 2881.8914 - logits_profile_predictions_loss: 2713.3649 - logcount_predictions_loss: 1.9064 108/1533 [=>............................] - ETA: 3:18 - loss: 2882.0415 - logits_profile_predictions_loss: 2713.4908 - logcount_predictions_loss: 1.9067 109/1533 [=>............................] - ETA: 3:18 - loss: 2882.2197 - logits_profile_predictions_loss: 2713.6459 - logcount_predictions_loss: 1.9069 110/1533 [=>............................] - ETA: 3:17 - loss: 2882.4268 - logits_profile_predictions_loss: 2713.8293 - logcount_predictions_loss: 1.9072 111/1533 [=>............................] - ETA: 3:17 - loss: 2882.6417 - logits_profile_predictions_loss: 2714.0187 - logcount_predictions_loss: 1.9075 112/1533 [=>............................] - ETA: 3:17 - loss: 2882.8043 - logits_profile_predictions_loss: 2714.1585 - logcount_predictions_loss: 1.9078 113/1533 [=>............................] - ETA: 3:17 - loss: 2882.9660 - logits_profile_predictions_loss: 2714.2988 - logcount_predictions_loss: 1.9080 114/1533 [=>............................] - ETA: 3:17 - loss: 2883.1513 - logits_profile_predictions_loss: 2714.4621 - logcount_predictions_loss: 1.9082 115/1533 [=>............................] - ETA: 3:17 - loss: 2883.2853 - logits_profile_predictions_loss: 2714.5757 - logcount_predictions_loss: 1.9085 116/1533 [=>............................] - ETA: 3:17 - loss: 2883.4415 - logits_profile_predictions_loss: 2714.7085 - logcount_predictions_loss: 1.9087 117/1533 [=>............................] - ETA: 3:17 - loss: 2883.6492 - logits_profile_predictions_loss: 2714.8904 - logcount_predictions_loss: 1.9090 118/1533 [=>............................] - ETA: 3:17 - loss: 2883.8697 - logits_profile_predictions_loss: 2715.0860 - logcount_predictions_loss: 1.9093 119/1533 [=>............................] - ETA: 3:16 - loss: 2884.0946 - logits_profile_predictions_loss: 2715.2851 - logcount_predictions_loss: 1.9096 120/1533 [=>............................] - ETA: 3:16 - loss: 2884.3328 - logits_profile_predictions_loss: 2715.4975 - logcount_predictions_loss: 1.9099 121/1533 [=>............................] - ETA: 3:16 - loss: 2884.5872 - logits_profile_predictions_loss: 2715.7262 - logcount_predictions_loss: 1.9102 122/1533 [=>............................] - ETA: 3:16 - loss: 2884.8024 - logits_profile_predictions_loss: 2715.9175 - logcount_predictions_loss: 1.9105 123/1533 [=>............................] - ETA: 3:16 - loss: 2885.0054 - logits_profile_predictions_loss: 2716.0970 - logcount_predictions_loss: 1.9107 124/1533 [=>............................] - ETA: 3:16 - loss: 2885.2246 - logits_profile_predictions_loss: 2716.2927 - logcount_predictions_loss: 1.9110 125/1533 [=>............................] - ETA: 3:16 - loss: 2885.4495 - logits_profile_predictions_loss: 2716.4925 - logcount_predictions_loss: 1.9113 126/1533 [=>............................] - ETA: 3:15 - loss: 2885.6281 - logits_profile_predictions_loss: 2716.6472 - logcount_predictions_loss: 1.9115 127/1533 [=>............................] - ETA: 3:15 - loss: 2885.7791 - logits_profile_predictions_loss: 2716.7753 - logcount_predictions_loss: 1.9118 128/1533 [=>............................] - ETA: 3:15 - loss: 2885.8945 - logits_profile_predictions_loss: 2716.8707 - logcount_predictions_loss: 1.9120 129/1533 [=>............................] - ETA: 3:15 - loss: 2886.0543 - logits_profile_predictions_loss: 2717.0099 - logcount_predictions_loss: 1.9123 130/1533 [=>............................] - ETA: 3:15 - loss: 2886.2227 - logits_profile_predictions_loss: 2717.1578 - logcount_predictions_loss: 1.9125 131/1533 [=>............................] - ETA: 3:15 - loss: 2886.4317 - logits_profile_predictions_loss: 2717.3439 - logcount_predictions_loss: 1.9128 132/1533 [=>............................] - ETA: 3:15 - loss: 2886.5923 - logits_profile_predictions_loss: 2717.4842 - logcount_predictions_loss: 1.9130 133/1533 [=>............................] - ETA: 3:14 - loss: 2886.7347 - logits_profile_predictions_loss: 2717.6070 - logcount_predictions_loss: 1.9132 134/1533 [=>............................] - ETA: 3:14 - loss: 2886.8863 - logits_profile_predictions_loss: 2717.7389 - logcount_predictions_loss: 1.9134 135/1533 [=>............................] - ETA: 3:14 - loss: 2887.0076 - logits_profile_predictions_loss: 2717.8408 - logcount_predictions_loss: 1.9136 136/1533 [=>............................] - ETA: 3:14 - loss: 2887.1425 - logits_profile_predictions_loss: 2717.9571 - logcount_predictions_loss: 1.9139 137/1533 [=>............................] - ETA: 3:14 - loss: 2887.2495 - logits_profile_predictions_loss: 2718.0481 - logcount_predictions_loss: 1.9140 138/1533 [=>............................] - ETA: 3:14 - loss: 2887.3695 - logits_profile_predictions_loss: 2718.1533 - logcount_predictions_loss: 1.9142 139/1533 [=>............................] - ETA: 3:14 - loss: 2887.4953 - logits_profile_predictions_loss: 2718.2652 - logcount_predictions_loss: 1.9144 140/1533 [=>............................] - ETA: 3:13 - loss: 2887.6115 - logits_profile_predictions_loss: 2718.3680 - logcount_predictions_loss: 1.9145 141/1533 [=>............................] - ETA: 3:13 - loss: 2887.6941 - logits_profile_predictions_loss: 2718.4330 - logcount_predictions_loss: 1.9147 142/1533 [=>............................] - ETA: 3:13 - loss: 2887.7336 - logits_profile_predictions_loss: 2718.4552 - logcount_predictions_loss: 1.9149 143/1533 [=>............................] - ETA: 3:13 - loss: 2887.7656 - logits_profile_predictions_loss: 2718.4710 - logcount_predictions_loss: 1.9151 144/1533 [=>............................] - ETA: 3:13 - loss: 2887.8109 - logits_profile_predictions_loss: 2718.5006 - logcount_predictions_loss: 1.9153 145/1533 [=>............................] - ETA: 3:13 - loss: 2887.9048 - logits_profile_predictions_loss: 2718.5754 - logcount_predictions_loss: 1.9155 146/1533 [=>............................] - ETA: 3:13 - loss: 2887.9926 - logits_profile_predictions_loss: 2718.6448 - logcount_predictions_loss: 1.9157 147/1533 [=>............................] - ETA: 3:12 - loss: 2888.0642 - logits_profile_predictions_loss: 2718.6972 - logcount_predictions_loss: 1.9159 148/1533 [=>............................] - ETA: 3:12 - loss: 2888.1470 - logits_profile_predictions_loss: 2718.7597 - logcount_predictions_loss: 1.9161 149/1533 [=>............................] - ETA: 3:12 - loss: 2888.2461 - logits_profile_predictions_loss: 2718.8406 - logcount_predictions_loss: 1.9164 150/1533 [=>............................] - ETA: 3:12 - loss: 2888.3356 - logits_profile_predictions_loss: 2718.9129 - logcount_predictions_loss: 1.9165 151/1533 [=>............................] - ETA: 3:12 - loss: 2888.3982 - logits_profile_predictions_loss: 2718.9592 - logcount_predictions_loss: 1.9167 152/1533 [=>............................] - ETA: 3:12 - loss: 2888.4630 - logits_profile_predictions_loss: 2719.0090 - logcount_predictions_loss: 1.9169 153/1533 [=>............................] - ETA: 3:12 - loss: 2888.5304 - logits_profile_predictions_loss: 2719.0620 - logcount_predictions_loss: 1.9171 154/1533 [==>...........................] - ETA: 3:11 - loss: 2888.5934 - logits_profile_predictions_loss: 2719.1099 - logcount_predictions_loss: 1.9172 155/1533 [==>...........................] - ETA: 3:11 - loss: 2888.6502 - logits_profile_predictions_loss: 2719.1530 - logcount_predictions_loss: 1.9174 156/1533 [==>...........................] - ETA: 3:11 - loss: 2888.7006 - logits_profile_predictions_loss: 2719.1897 - logcount_predictions_loss: 1.9175 157/1533 [==>...........................] - ETA: 3:11 - loss: 2888.7592 - logits_profile_predictions_loss: 2719.2351 - logcount_predictions_loss: 1.9177 158/1533 [==>...........................] - ETA: 3:11 - loss: 2888.8422 - logits_profile_predictions_loss: 2719.3042 - logcount_predictions_loss: 1.9178 159/1533 [==>...........................] - ETA: 3:11 - loss: 2888.9235 - logits_profile_predictions_loss: 2719.3727 - logcount_predictions_loss: 1.9180 160/1533 [==>...........................] - ETA: 3:11 - loss: 2889.0218 - logits_profile_predictions_loss: 2719.4582 - logcount_predictions_loss: 1.9181 161/1533 [==>...........................] - ETA: 3:10 - loss: 2889.1260 - logits_profile_predictions_loss: 2719.5498 - logcount_predictions_loss: 1.9183 162/1533 [==>...........................] - ETA: 3:10 - loss: 2889.2805 - logits_profile_predictions_loss: 2719.6904 - logcount_predictions_loss: 1.9184 163/1533 [==>...........................] - ETA: 3:10 - loss: 2889.4214 - logits_profile_predictions_loss: 2719.8167 - logcount_predictions_loss: 1.9186 164/1533 [==>...........................] - ETA: 3:10 - loss: 2889.5351 - logits_profile_predictions_loss: 2719.9162 - logcount_predictions_loss: 1.9188 165/1533 [==>...........................] - ETA: 3:10 - loss: 2889.6143 - logits_profile_predictions_loss: 2719.9828 - logcount_predictions_loss: 1.9189 166/1533 [==>...........................] - ETA: 3:10 - loss: 2889.6890 - logits_profile_predictions_loss: 2720.0456 - logcount_predictions_loss: 1.9190 167/1533 [==>...........................] - ETA: 3:10 - loss: 2889.7507 - logits_profile_predictions_loss: 2720.0958 - logcount_predictions_loss: 1.9192 168/1533 [==>...........................] - ETA: 3:09 - loss: 2889.7989 - logits_profile_predictions_loss: 2720.1344 - logcount_predictions_loss: 1.9193 169/1533 [==>...........................] - ETA: 3:09 - loss: 2889.8720 - logits_profile_predictions_loss: 2720.1972 - logcount_predictions_loss: 1.9194 170/1533 [==>...........................] - ETA: 3:09 - loss: 2889.9514 - logits_profile_predictions_loss: 2720.2659 - logcount_predictions_loss: 1.9195 171/1533 [==>...........................] - ETA: 3:09 - loss: 2890.0275 - logits_profile_predictions_loss: 2720.3322 - logcount_predictions_loss: 1.9196 172/1533 [==>...........................] - ETA: 3:09 - loss: 2890.1104 - logits_profile_predictions_loss: 2720.4055 - logcount_predictions_loss: 1.9197 173/1533 [==>...........................] - ETA: 3:09 - loss: 2890.2001 - logits_profile_predictions_loss: 2720.4869 - logcount_predictions_loss: 1.9198 174/1533 [==>...........................] - ETA: 3:09 - loss: 2890.3182 - logits_profile_predictions_loss: 2720.5974 - logcount_predictions_loss: 1.9199 175/1533 [==>...........................] - ETA: 3:08 - loss: 2890.4273 - logits_profile_predictions_loss: 2720.6996 - logcount_predictions_loss: 1.9200 176/1533 [==>...........................] - ETA: 3:08 - loss: 2890.5474 - logits_profile_predictions_loss: 2720.8127 - logcount_predictions_loss: 1.9201 177/1533 [==>...........................] - ETA: 3:08 - loss: 2890.6734 - logits_profile_predictions_loss: 2720.9317 - logcount_predictions_loss: 1.9202 178/1533 [==>...........................] - ETA: 3:08 - loss: 2890.7689 - logits_profile_predictions_loss: 2721.0215 - logcount_predictions_loss: 1.9202 179/1533 [==>...........................] - ETA: 3:08 - loss: 2890.8817 - logits_profile_predictions_loss: 2721.1285 - logcount_predictions_loss: 1.9203 180/1533 [==>...........................] - ETA: 3:08 - loss: 2891.0227 - logits_profile_predictions_loss: 2721.2631 - logcount_predictions_loss: 1.9204 181/1533 [==>...........................] - ETA: 3:08 - loss: 2891.1646 - logits_profile_predictions_loss: 2721.3991 - logcount_predictions_loss: 1.9204 182/1533 [==>...........................] - ETA: 3:08 - loss: 2891.3093 - logits_profile_predictions_loss: 2721.5382 - logcount_predictions_loss: 1.9205 183/1533 [==>...........................] - ETA: 3:07 - loss: 2891.4394 - logits_profile_predictions_loss: 2721.6628 - logcount_predictions_loss: 1.9205 184/1533 [==>...........................] - ETA: 3:07 - loss: 2891.5511 - 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191/1533 [==>...........................] - ETA: 3:06 - loss: 2892.1585 - logits_profile_predictions_loss: 2722.3654 - logcount_predictions_loss: 1.9207 192/1533 [==>...........................] - ETA: 3:06 - loss: 2892.2284 - logits_profile_predictions_loss: 2722.4362 - logcount_predictions_loss: 1.9207 193/1533 [==>...........................] - ETA: 3:06 - loss: 2892.3008 - logits_profile_predictions_loss: 2722.5094 - logcount_predictions_loss: 1.9207 194/1533 [==>...........................] - ETA: 3:06 - loss: 2892.3575 - logits_profile_predictions_loss: 2722.5673 - logcount_predictions_loss: 1.9207 195/1533 [==>...........................] - ETA: 3:06 - loss: 2892.4017 - logits_profile_predictions_loss: 2722.6138 - logcount_predictions_loss: 1.9207 196/1533 [==>...........................] - ETA: 3:06 - loss: 2892.4252 - logits_profile_predictions_loss: 2722.6408 - logcount_predictions_loss: 1.9206 197/1533 [==>...........................] - ETA: 3:05 - loss: 2892.4539 - 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204/1533 [==>...........................] - ETA: 3:04 - loss: 2892.9287 - logits_profile_predictions_loss: 2723.1509 - logcount_predictions_loss: 1.9206 205/1533 [===>..........................] - ETA: 3:04 - loss: 2893.0002 - logits_profile_predictions_loss: 2723.2194 - logcount_predictions_loss: 1.9206 206/1533 [===>..........................] - ETA: 3:04 - loss: 2893.0697 - logits_profile_predictions_loss: 2723.2868 - logcount_predictions_loss: 1.9206 207/1533 [===>..........................] - ETA: 3:04 - loss: 2893.1489 - logits_profile_predictions_loss: 2723.3630 - logcount_predictions_loss: 1.9207 208/1533 [===>..........................] - ETA: 3:04 - loss: 2893.2435 - logits_profile_predictions_loss: 2723.4526 - logcount_predictions_loss: 1.9207 209/1533 [===>..........................] - ETA: 3:04 - loss: 2893.3292 - logits_profile_predictions_loss: 2723.5331 - logcount_predictions_loss: 1.9208 210/1533 [===>..........................] - ETA: 3:04 - loss: 2893.4150 - 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217/1533 [===>..........................] - ETA: 3:03 - loss: 2893.8026 - logits_profile_predictions_loss: 2723.9624 - logcount_predictions_loss: 1.9213 218/1533 [===>..........................] - ETA: 3:02 - loss: 2893.8344 - logits_profile_predictions_loss: 2723.9894 - logcount_predictions_loss: 1.9213 219/1533 [===>..........................] - ETA: 3:02 - loss: 2893.8685 - logits_profile_predictions_loss: 2724.0186 - logcount_predictions_loss: 1.9214 220/1533 [===>..........................] - ETA: 3:02 - loss: 2893.9122 - logits_profile_predictions_loss: 2724.0577 - logcount_predictions_loss: 1.9214 221/1533 [===>..........................] - ETA: 3:02 - loss: 2893.9435 - logits_profile_predictions_loss: 2724.0849 - logcount_predictions_loss: 1.9215 222/1533 [===>..........................] - ETA: 3:02 - loss: 2893.9759 - logits_profile_predictions_loss: 2724.1123 - logcount_predictions_loss: 1.9215 223/1533 [===>..........................] - ETA: 3:02 - loss: 2894.0299 - logits_profile_predictions_loss: 2724.1605 - logcount_predictions_loss: 1.9216 224/1533 [===>..........................] - ETA: 3:02 - loss: 2894.0851 - logits_profile_predictions_loss: 2724.2104 - logcount_predictions_loss: 1.9217 225/1533 [===>..........................] - ETA: 3:02 - loss: 2894.1446 - logits_profile_predictions_loss: 2724.2641 - logcount_predictions_loss: 1.9217 226/1533 [===>..........................] - ETA: 3:01 - loss: 2894.2223 - logits_profile_predictions_loss: 2724.3371 - logcount_predictions_loss: 1.9218 227/1533 [===>..........................] - ETA: 3:01 - loss: 2894.2933 - logits_profile_predictions_loss: 2724.4030 - logcount_predictions_loss: 1.9218 228/1533 [===>..........................] - ETA: 3:01 - loss: 2894.3712 - logits_profile_predictions_loss: 2724.4759 - logcount_predictions_loss: 1.9219 229/1533 [===>..........................] - ETA: 3:01 - loss: 2894.4504 - logits_profile_predictions_loss: 2724.5501 - logcount_predictions_loss: 1.9219 230/1533 [===>..........................] - ETA: 3:01 - loss: 2894.5387 - logits_profile_predictions_loss: 2724.6339 - logcount_predictions_loss: 1.9220 231/1533 [===>..........................] - ETA: 3:01 - loss: 2894.6189 - logits_profile_predictions_loss: 2724.7098 - logcount_predictions_loss: 1.9220 232/1533 [===>..........................] - ETA: 3:01 - loss: 2894.7024 - logits_profile_predictions_loss: 2724.7893 - logcount_predictions_loss: 1.9221 233/1533 [===>..........................] - ETA: 3:00 - loss: 2894.7775 - logits_profile_predictions_loss: 2724.8610 - logcount_predictions_loss: 1.9221 234/1533 [===>..........................] - ETA: 3:00 - loss: 2894.8526 - logits_profile_predictions_loss: 2724.9330 - logcount_predictions_loss: 1.9222 235/1533 [===>..........................] - ETA: 3:00 - loss: 2894.9349 - logits_profile_predictions_loss: 2725.0122 - logcount_predictions_loss: 1.9222 236/1533 [===>..........................] - ETA: 3:00 - loss: 2895.0262 - logits_profile_predictions_loss: 2725.1000 - logcount_predictions_loss: 1.9222 237/1533 [===>..........................] - ETA: 3:00 - loss: 2895.1318 - logits_profile_predictions_loss: 2725.2024 - logcount_predictions_loss: 1.9223 238/1533 [===>..........................] - ETA: 3:00 - loss: 2895.2485 - logits_profile_predictions_loss: 2725.3154 - logcount_predictions_loss: 1.9223 239/1533 [===>..........................] - ETA: 3:00 - loss: 2895.3476 - logits_profile_predictions_loss: 2725.4097 - logcount_predictions_loss: 1.9224 240/1533 [===>..........................] - ETA: 2:59 - loss: 2895.4481 - logits_profile_predictions_loss: 2725.5059 - logcount_predictions_loss: 1.9224 241/1533 [===>..........................] - ETA: 2:59 - loss: 2895.5544 - logits_profile_predictions_loss: 2725.6084 - logcount_predictions_loss: 1.9225 242/1533 [===>..........................] - ETA: 2:59 - loss: 2895.6600 - logits_profile_predictions_loss: 2725.7106 - logcount_predictions_loss: 1.9225 243/1533 [===>..........................] - ETA: 2:59 - loss: 2895.7801 - logits_profile_predictions_loss: 2725.8274 - logcount_predictions_loss: 1.9225 244/1533 [===>..........................] - ETA: 2:59 - loss: 2895.8897 - logits_profile_predictions_loss: 2725.9338 - logcount_predictions_loss: 1.9226 245/1533 [===>..........................] - ETA: 2:59 - loss: 2895.9880 - logits_profile_predictions_loss: 2726.0299 - logcount_predictions_loss: 1.9226 246/1533 [===>..........................] - ETA: 2:59 - loss: 2896.0901 - logits_profile_predictions_loss: 2726.1297 - logcount_predictions_loss: 1.9226 247/1533 [===>..........................] - ETA: 2:58 - loss: 2896.1896 - logits_profile_predictions_loss: 2726.2269 - logcount_predictions_loss: 1.9227 248/1533 [===>..........................] - ETA: 2:58 - loss: 2896.2771 - logits_profile_predictions_loss: 2726.3130 - logcount_predictions_loss: 1.9227 249/1533 [===>..........................] - ETA: 2:58 - loss: 2896.3582 - logits_profile_predictions_loss: 2726.3918 - logcount_predictions_loss: 1.9227 250/1533 [===>..........................] - ETA: 2:58 - loss: 2896.4307 - logits_profile_predictions_loss: 2726.4622 - logcount_predictions_loss: 1.9227 251/1533 [===>..........................] - ETA: 2:58 - loss: 2896.5002 - logits_profile_predictions_loss: 2726.5295 - logcount_predictions_loss: 1.9227 252/1533 [===>..........................] - ETA: 2:58 - loss: 2896.5720 - logits_profile_predictions_loss: 2726.5994 - logcount_predictions_loss: 1.9228 253/1533 [===>..........................] - ETA: 2:58 - loss: 2896.6566 - logits_profile_predictions_loss: 2726.6820 - logcount_predictions_loss: 1.9228 254/1533 [===>..........................] - ETA: 2:57 - loss: 2896.7424 - logits_profile_predictions_loss: 2726.7664 - logcount_predictions_loss: 1.9228 255/1533 [===>..........................] - ETA: 2:57 - loss: 2896.8353 - logits_profile_predictions_loss: 2726.8582 - logcount_predictions_loss: 1.9228 256/1533 [====>.........................] - ETA: 2:57 - loss: 2896.9277 - logits_profile_predictions_loss: 2726.9494 - logcount_predictions_loss: 1.9228 257/1533 [====>.........................] - ETA: 2:57 - loss: 2897.0167 - logits_profile_predictions_loss: 2727.0368 - logcount_predictions_loss: 1.9228 258/1533 [====>.........................] - ETA: 2:57 - loss: 2897.1032 - logits_profile_predictions_loss: 2727.1223 - logcount_predictions_loss: 1.9229 259/1533 [====>.........................] - ETA: 2:57 - loss: 2897.1889 - logits_profile_predictions_loss: 2727.2075 - logcount_predictions_loss: 1.9229 260/1533 [====>.........................] - ETA: 2:57 - loss: 2897.2736 - logits_profile_predictions_loss: 2727.2919 - logcount_predictions_loss: 1.9229 261/1533 [====>.........................] - ETA: 2:56 - loss: 2897.3648 - logits_profile_predictions_loss: 2727.3824 - logcount_predictions_loss: 1.9229 262/1533 [====>.........................] - ETA: 2:56 - loss: 2897.4601 - logits_profile_predictions_loss: 2727.4769 - logcount_predictions_loss: 1.9229 263/1533 [====>.........................] - ETA: 2:56 - loss: 2897.5453 - logits_profile_predictions_loss: 2727.5620 - logcount_predictions_loss: 1.9229 264/1533 [====>.........................] - ETA: 2:56 - loss: 2897.6276 - logits_profile_predictions_loss: 2727.6447 - logcount_predictions_loss: 1.9229 265/1533 [====>.........................] - ETA: 2:56 - loss: 2897.7013 - logits_profile_predictions_loss: 2727.7191 - logcount_predictions_loss: 1.9229 266/1533 [====>.........................] - ETA: 2:56 - loss: 2897.7795 - logits_profile_predictions_loss: 2727.7975 - logcount_predictions_loss: 1.9229 267/1533 [====>.........................] - ETA: 2:56 - loss: 2897.8505 - logits_profile_predictions_loss: 2727.8692 - logcount_predictions_loss: 1.9229 268/1533 [====>.........................] - ETA: 2:56 - loss: 2897.9160 - logits_profile_predictions_loss: 2727.9353 - logcount_predictions_loss: 1.9229 269/1533 [====>.........................] - ETA: 2:55 - loss: 2897.9736 - logits_profile_predictions_loss: 2727.9941 - logcount_predictions_loss: 1.9228 270/1533 [====>.........................] - ETA: 2:55 - loss: 2898.0267 - logits_profile_predictions_loss: 2728.0487 - logcount_predictions_loss: 1.9228 271/1533 [====>.........................] - ETA: 2:55 - loss: 2898.0694 - logits_profile_predictions_loss: 2728.0929 - logcount_predictions_loss: 1.9228 272/1533 [====>.........................] - ETA: 2:55 - loss: 2898.1117 - logits_profile_predictions_loss: 2728.1365 - logcount_predictions_loss: 1.9228 273/1533 [====>.........................] - ETA: 2:55 - loss: 2898.1404 - logits_profile_predictions_loss: 2728.1669 - logcount_predictions_loss: 1.9228 274/1533 [====>.........................] - ETA: 2:55 - loss: 2898.1668 - logits_profile_predictions_loss: 2728.1944 - logcount_predictions_loss: 1.9228 275/1533 [====>.........................] - ETA: 2:55 - loss: 2898.2024 - logits_profile_predictions_loss: 2728.2303 - logcount_predictions_loss: 1.9228 276/1533 [====>.........................] - ETA: 2:54 - loss: 2898.2359 - logits_profile_predictions_loss: 2728.2641 - logcount_predictions_loss: 1.9228 277/1533 [====>.........................] - ETA: 2:54 - loss: 2898.2709 - logits_profile_predictions_loss: 2728.2994 - logcount_predictions_loss: 1.9227 278/1533 [====>.........................] - ETA: 2:54 - loss: 2898.3055 - logits_profile_predictions_loss: 2728.3343 - logcount_predictions_loss: 1.9227 279/1533 [====>.........................] - ETA: 2:54 - loss: 2898.3465 - logits_profile_predictions_loss: 2728.3754 - logcount_predictions_loss: 1.9227 280/1533 [====>.........................] - ETA: 2:54 - loss: 2898.3839 - logits_profile_predictions_loss: 2728.4128 - logcount_predictions_loss: 1.9227 281/1533 [====>.........................] - ETA: 2:54 - loss: 2898.4047 - logits_profile_predictions_loss: 2728.4340 - logcount_predictions_loss: 1.9227 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logits_profile_predictions_loss: 2728.4753 - logcount_predictions_loss: 1.9226 289/1533 [====>.........................] - ETA: 2:53 - loss: 2898.4466 - logits_profile_predictions_loss: 2728.4892 - logcount_predictions_loss: 1.9226 290/1533 [====>.........................] - ETA: 2:52 - loss: 2898.4530 - logits_profile_predictions_loss: 2728.4986 - logcount_predictions_loss: 1.9226 291/1533 [====>.........................] - ETA: 2:52 - loss: 2898.4511 - logits_profile_predictions_loss: 2728.4994 - logcount_predictions_loss: 1.9225 292/1533 [====>.........................] - ETA: 2:52 - loss: 2898.4454 - logits_profile_predictions_loss: 2728.4967 - logcount_predictions_loss: 1.9225 293/1533 [====>.........................] - ETA: 2:52 - loss: 2898.4293 - logits_profile_predictions_loss: 2728.4838 - logcount_predictions_loss: 1.9225 294/1533 [====>.........................] - ETA: 2:52 - loss: 2898.4048 - logits_profile_predictions_loss: 2728.4627 - logcount_predictions_loss: 1.9224 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logits_profile_predictions_loss: 2728.2371 - logcount_predictions_loss: 1.9221 302/1533 [====>.........................] - ETA: 2:51 - loss: 2898.1104 - logits_profile_predictions_loss: 2728.1993 - logcount_predictions_loss: 1.9221 303/1533 [====>.........................] - ETA: 2:51 - loss: 2898.0627 - logits_profile_predictions_loss: 2728.1564 - logcount_predictions_loss: 1.9220 304/1533 [====>.........................] - ETA: 2:50 - loss: 2898.0105 - logits_profile_predictions_loss: 2728.1087 - logcount_predictions_loss: 1.9220 305/1533 [====>.........................] - ETA: 2:50 - loss: 2897.9500 - logits_profile_predictions_loss: 2728.0532 - logcount_predictions_loss: 1.9219 306/1533 [====>.........................] - ETA: 2:50 - loss: 2897.8890 - logits_profile_predictions_loss: 2727.9976 - logcount_predictions_loss: 1.9218 307/1533 [=====>........................] - ETA: 2:50 - loss: 2897.8315 - logits_profile_predictions_loss: 2727.9458 - logcount_predictions_loss: 1.9218 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logits_profile_predictions_loss: 2727.5682 - logcount_predictions_loss: 1.9213 315/1533 [=====>........................] - ETA: 2:49 - loss: 2897.3396 - logits_profile_predictions_loss: 2727.5054 - logcount_predictions_loss: 1.9212 316/1533 [=====>........................] - ETA: 2:49 - loss: 2897.2754 - logits_profile_predictions_loss: 2727.4485 - logcount_predictions_loss: 1.9211 317/1533 [=====>........................] - ETA: 2:49 - loss: 2897.2068 - logits_profile_predictions_loss: 2727.3873 - logcount_predictions_loss: 1.9210 318/1533 [=====>........................] - ETA: 2:49 - loss: 2897.1300 - logits_profile_predictions_loss: 2727.3181 - logcount_predictions_loss: 1.9209 319/1533 [=====>........................] - ETA: 2:48 - loss: 2897.0501 - logits_profile_predictions_loss: 2727.2460 - logcount_predictions_loss: 1.9209 320/1533 [=====>........................] - ETA: 2:48 - loss: 2896.9614 - logits_profile_predictions_loss: 2727.1653 - logcount_predictions_loss: 1.9208 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logits_profile_predictions_loss: 2726.6329 - logcount_predictions_loss: 1.9200 328/1533 [=====>........................] - ETA: 2:47 - loss: 2896.2825 - logits_profile_predictions_loss: 2726.5602 - logcount_predictions_loss: 1.9199 329/1533 [=====>........................] - ETA: 2:47 - loss: 2896.1972 - logits_profile_predictions_loss: 2726.4846 - logcount_predictions_loss: 1.9198 330/1533 [=====>........................] - ETA: 2:47 - loss: 2896.1080 - logits_profile_predictions_loss: 2726.4053 - logcount_predictions_loss: 1.9197 331/1533 [=====>........................] - ETA: 2:47 - loss: 2896.0158 - logits_profile_predictions_loss: 2726.3232 - logcount_predictions_loss: 1.9196 332/1533 [=====>........................] - ETA: 2:47 - loss: 2895.9231 - logits_profile_predictions_loss: 2726.2407 - logcount_predictions_loss: 1.9195 333/1533 [=====>........................] - ETA: 2:46 - loss: 2895.8319 - logits_profile_predictions_loss: 2726.1600 - logcount_predictions_loss: 1.9194 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logits_profile_predictions_loss: 2725.6417 - logcount_predictions_loss: 1.9185 341/1533 [=====>........................] - ETA: 2:45 - loss: 2895.1518 - logits_profile_predictions_loss: 2725.5638 - logcount_predictions_loss: 1.9184 342/1533 [=====>........................] - ETA: 2:45 - loss: 2895.0583 - logits_profile_predictions_loss: 2725.4812 - logcount_predictions_loss: 1.9183 343/1533 [=====>........................] - ETA: 2:45 - loss: 2894.9560 - logits_profile_predictions_loss: 2725.3902 - logcount_predictions_loss: 1.9182 344/1533 [=====>........................] - ETA: 2:45 - loss: 2894.8477 - logits_profile_predictions_loss: 2725.2933 - logcount_predictions_loss: 1.9180 345/1533 [=====>........................] - ETA: 2:45 - loss: 2894.7359 - logits_profile_predictions_loss: 2725.1930 - logcount_predictions_loss: 1.9179 346/1533 [=====>........................] - ETA: 2:45 - loss: 2894.6245 - logits_profile_predictions_loss: 2725.0931 - logcount_predictions_loss: 1.9178 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logits_profile_predictions_loss: 2724.5432 - logcount_predictions_loss: 1.9169 354/1533 [=====>........................] - ETA: 2:44 - loss: 2893.9184 - logits_profile_predictions_loss: 2724.4724 - logcount_predictions_loss: 1.9168 355/1533 [=====>........................] - ETA: 2:43 - loss: 2893.8413 - logits_profile_predictions_loss: 2724.4047 - logcount_predictions_loss: 1.9167 356/1533 [=====>........................] - ETA: 2:43 - loss: 2893.7592 - logits_profile_predictions_loss: 2724.3321 - logcount_predictions_loss: 1.9166 357/1533 [=====>........................] - ETA: 2:43 - loss: 2893.6834 - logits_profile_predictions_loss: 2724.2650 - logcount_predictions_loss: 1.9165 358/1533 [======>.......................] - ETA: 2:43 - loss: 2893.6049 - logits_profile_predictions_loss: 2724.1955 - logcount_predictions_loss: 1.9164 359/1533 [======>.......................] - ETA: 2:43 - loss: 2893.5284 - logits_profile_predictions_loss: 2724.1280 - logcount_predictions_loss: 1.9163 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logits_profile_predictions_loss: 2723.6818 - logcount_predictions_loss: 1.9156 367/1533 [======>.......................] - ETA: 2:42 - loss: 2892.9614 - logits_profile_predictions_loss: 2723.6314 - logcount_predictions_loss: 1.9155 368/1533 [======>.......................] - ETA: 2:42 - loss: 2892.9016 - logits_profile_predictions_loss: 2723.5803 - logcount_predictions_loss: 1.9154 369/1533 [======>.......................] - ETA: 2:41 - loss: 2892.8372 - logits_profile_predictions_loss: 2723.5247 - logcount_predictions_loss: 1.9153 370/1533 [======>.......................] - ETA: 2:41 - loss: 2892.7711 - logits_profile_predictions_loss: 2723.4675 - logcount_predictions_loss: 1.9152 371/1533 [======>.......................] - ETA: 2:41 - loss: 2892.7040 - logits_profile_predictions_loss: 2723.4093 - logcount_predictions_loss: 1.9151 372/1533 [======>.......................] - ETA: 2:41 - loss: 2892.6400 - logits_profile_predictions_loss: 2723.3543 - logcount_predictions_loss: 1.9150 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logcount_predictions_loss: 1.8112 1531/1533 [============================>.] - ETA: 0s - loss: 2867.6174 - logits_profile_predictions_loss: 2707.5163 - logcount_predictions_loss: 1.8111 1532/1533 [============================>.] - ETA: 0s - loss: 2867.5923 - logits_profile_predictions_loss: 2707.4975 - logcount_predictions_loss: 1.8110 1533/1533 [==============================] - ETA: 0s - loss: 2867.5668 - logits_profile_predictions_loss: 2707.4783 - logcount_predictions_loss: 1.8110 1533/1533 [==============================] - 227s 148ms/step - loss: 2867.5414 - logits_profile_predictions_loss: 2707.4591 - logcount_predictions_loss: 1.8109 - val_loss: 3204.7173 - val_logits_profile_predictions_loss: 3073.8428 - val_logcount_predictions_loss: 1.4805 Epoch 00002: val_loss improved from 3514.54492 to 3204.71729, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/1533 [..............................] - ETA: 3:57 - loss: 2683.1538 - logits_profile_predictions_loss: 2558.8657 - logcount_predictions_loss: 1.4060 2/1533 [..............................] - ETA: 3:33 - loss: 2737.6047 - logits_profile_predictions_loss: 2609.2271 - logcount_predictions_loss: 1.4522 3/1533 [..............................] - ETA: 3:32 - loss: 2869.1375 - logits_profile_predictions_loss: 2737.4436 - logcount_predictions_loss: 1.4897 4/1533 [..............................] - ETA: 3:32 - loss: 2961.6506 - logits_profile_predictions_loss: 2827.4206 - logcount_predictions_loss: 1.5184 5/1533 [..............................] - ETA: 3:32 - loss: 3031.5101 - logits_profile_predictions_loss: 2894.8511 - logcount_predictions_loss: 1.5459 6/1533 [..............................] - ETA: 3:32 - loss: 3074.0877 - logits_profile_predictions_loss: 2933.0916 - logcount_predictions_loss: 1.5950 7/1533 [..............................] - ETA: 3:31 - loss: 3088.6676 - 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[..............................] - ETA: 3:30 - loss: 3074.4857 - logits_profile_predictions_loss: 2918.4787 - logcount_predictions_loss: 1.7648 15/1533 [..............................] - ETA: 3:30 - loss: 3069.3073 - logits_profile_predictions_loss: 2912.2962 - logcount_predictions_loss: 1.7761 16/1533 [..............................] - ETA: 3:30 - loss: 3065.5757 - logits_profile_predictions_loss: 2907.6571 - logcount_predictions_loss: 1.7864 17/1533 [..............................] - ETA: 3:30 - loss: 3063.1597 - logits_profile_predictions_loss: 2904.4065 - logcount_predictions_loss: 1.7958 18/1533 [..............................] - ETA: 3:30 - loss: 3058.8816 - logits_profile_predictions_loss: 2899.5072 - logcount_predictions_loss: 1.8029 19/1533 [..............................] - ETA: 3:30 - loss: 3053.2010 - logits_profile_predictions_loss: 2893.3613 - logcount_predictions_loss: 1.8081 20/1533 [..............................] - ETA: 3:30 - loss: 3047.1639 - 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[..............................] - ETA: 3:29 - loss: 3000.1481 - logits_profile_predictions_loss: 2837.9159 - logcount_predictions_loss: 1.8352 28/1533 [..............................] - ETA: 3:29 - loss: 2995.0976 - logits_profile_predictions_loss: 2832.6695 - logcount_predictions_loss: 1.8374 29/1533 [..............................] - ETA: 3:28 - loss: 2990.0466 - logits_profile_predictions_loss: 2827.4798 - logcount_predictions_loss: 1.8390 30/1533 [..............................] - ETA: 3:28 - loss: 2984.2977 - logits_profile_predictions_loss: 2821.6035 - logcount_predictions_loss: 1.8404 31/1533 [..............................] - ETA: 3:28 - loss: 2978.3798 - logits_profile_predictions_loss: 2815.5849 - logcount_predictions_loss: 1.8416 32/1533 [..............................] - ETA: 3:28 - loss: 2973.3427 - logits_profile_predictions_loss: 2810.4361 - logcount_predictions_loss: 1.8428 33/1533 [..............................] - ETA: 3:28 - loss: 2968.7768 - 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[..............................] - ETA: 3:27 - loss: 2936.7892 - logits_profile_predictions_loss: 2773.5887 - logcount_predictions_loss: 1.8462 41/1533 [..............................] - ETA: 3:27 - loss: 2932.2415 - logits_profile_predictions_loss: 2769.0556 - logcount_predictions_loss: 1.8460 42/1533 [..............................] - ETA: 3:27 - loss: 2927.6702 - logits_profile_predictions_loss: 2764.5100 - logcount_predictions_loss: 1.8457 43/1533 [..............................] - ETA: 3:27 - loss: 2923.0848 - logits_profile_predictions_loss: 2759.9739 - logcount_predictions_loss: 1.8451 44/1533 [..............................] - ETA: 3:26 - loss: 2918.6361 - logits_profile_predictions_loss: 2755.5853 - logcount_predictions_loss: 1.8445 45/1533 [..............................] - ETA: 3:26 - loss: 2914.3012 - logits_profile_predictions_loss: 2751.3092 - logcount_predictions_loss: 1.8438 46/1533 [..............................] - ETA: 3:26 - loss: 2910.2457 - 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logits_profile_predictions_loss: 2656.8062 - logcount_predictions_loss: 1.7935 86/1533 [>.............................] - ETA: 3:21 - loss: 2814.1475 - logits_profile_predictions_loss: 2655.7013 - logcount_predictions_loss: 1.7924 87/1533 [>.............................] - ETA: 3:20 - loss: 2812.9407 - logits_profile_predictions_loss: 2654.5961 - logcount_predictions_loss: 1.7912 88/1533 [>.............................] - ETA: 3:20 - loss: 2811.7478 - logits_profile_predictions_loss: 2653.5075 - logcount_predictions_loss: 1.7900 89/1533 [>.............................] - ETA: 3:20 - loss: 2810.4729 - logits_profile_predictions_loss: 2652.3383 - logcount_predictions_loss: 1.7889 90/1533 [>.............................] - ETA: 3:20 - loss: 2809.2262 - logits_profile_predictions_loss: 2651.1982 - logcount_predictions_loss: 1.7876 91/1533 [>.............................] - ETA: 3:20 - loss: 2807.9334 - logits_profile_predictions_loss: 2650.0105 - logcount_predictions_loss: 1.7865 92/1533 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logits_profile_predictions_loss: 2596.7588 - logcount_predictions_loss: 1.7145 190/1533 [==>...........................] - ETA: 3:06 - loss: 2748.1165 - logits_profile_predictions_loss: 2596.5907 - logcount_predictions_loss: 1.7141 191/1533 [==>...........................] - ETA: 3:06 - loss: 2747.9153 - logits_profile_predictions_loss: 2596.4263 - logcount_predictions_loss: 1.7137 192/1533 [==>...........................] - ETA: 3:06 - loss: 2747.7056 - logits_profile_predictions_loss: 2596.2537 - logcount_predictions_loss: 1.7133 193/1533 [==>...........................] - ETA: 3:06 - loss: 2747.4692 - logits_profile_predictions_loss: 2596.0550 - logcount_predictions_loss: 1.7128 194/1533 [==>...........................] - ETA: 3:06 - loss: 2747.2410 - logits_profile_predictions_loss: 2595.8630 - logcount_predictions_loss: 1.7124 195/1533 [==>...........................] - ETA: 3:06 - loss: 2747.0196 - logits_profile_predictions_loss: 2595.6760 - logcount_predictions_loss: 1.7120 196/1533 [==>...........................] - ETA: 3:05 - loss: 2746.8125 - logits_profile_predictions_loss: 2595.5013 - logcount_predictions_loss: 1.7117 197/1533 [==>...........................] - ETA: 3:05 - loss: 2746.6221 - logits_profile_predictions_loss: 2595.3416 - logcount_predictions_loss: 1.7113 198/1533 [==>...........................] - ETA: 3:05 - loss: 2746.4042 - logits_profile_predictions_loss: 2595.1552 - logcount_predictions_loss: 1.7110 199/1533 [==>...........................] - ETA: 3:05 - loss: 2746.1756 - logits_profile_predictions_loss: 2594.9587 - logcount_predictions_loss: 1.7106 200/1533 [==>...........................] - ETA: 3:05 - loss: 2745.9595 - logits_profile_predictions_loss: 2594.7743 - logcount_predictions_loss: 1.7102 201/1533 [==>...........................] - ETA: 3:05 - loss: 2745.7601 - logits_profile_predictions_loss: 2594.6051 - logcount_predictions_loss: 1.7099 202/1533 [==>...........................] - ETA: 3:05 - loss: 2745.5466 - logits_profile_predictions_loss: 2594.4229 - logcount_predictions_loss: 1.7095 203/1533 [==>...........................] - ETA: 3:04 - loss: 2745.3403 - logits_profile_predictions_loss: 2594.2472 - logcount_predictions_loss: 1.7092 204/1533 [==>...........................] - ETA: 3:04 - loss: 2745.1113 - logits_profile_predictions_loss: 2594.0496 - logcount_predictions_loss: 1.7088 205/1533 [===>..........................] - ETA: 3:04 - loss: 2744.8895 - logits_profile_predictions_loss: 2593.8574 - logcount_predictions_loss: 1.7085 206/1533 [===>..........................] - ETA: 3:04 - loss: 2744.6697 - logits_profile_predictions_loss: 2593.6666 - logcount_predictions_loss: 1.7082 207/1533 [===>..........................] - ETA: 3:04 - loss: 2744.4264 - logits_profile_predictions_loss: 2593.4524 - logcount_predictions_loss: 1.7079 208/1533 [===>..........................] - ETA: 3:04 - loss: 2744.1941 - logits_profile_predictions_loss: 2593.2491 - logcount_predictions_loss: 1.7075 209/1533 [===>..........................] - ETA: 3:04 - loss: 2743.9666 - logits_profile_predictions_loss: 2593.0502 - logcount_predictions_loss: 1.7072 210/1533 [===>..........................] - ETA: 3:03 - loss: 2743.7499 - logits_profile_predictions_loss: 2592.8611 - logcount_predictions_loss: 1.7069 211/1533 [===>..........................] - ETA: 3:03 - loss: 2743.5343 - logits_profile_predictions_loss: 2592.6724 - logcount_predictions_loss: 1.7066 212/1533 [===>..........................] - ETA: 3:03 - loss: 2743.3270 - logits_profile_predictions_loss: 2592.4921 - logcount_predictions_loss: 1.7063 213/1533 [===>..........................] - ETA: 3:03 - loss: 2743.1216 - logits_profile_predictions_loss: 2592.3136 - logcount_predictions_loss: 1.7060 214/1533 [===>..........................] - ETA: 3:03 - loss: 2742.9238 - logits_profile_predictions_loss: 2592.1427 - logcount_predictions_loss: 1.7057 215/1533 [===>..........................] - ETA: 3:03 - loss: 2742.7378 - logits_profile_predictions_loss: 2591.9832 - logcount_predictions_loss: 1.7054 216/1533 [===>..........................] - ETA: 3:03 - loss: 2742.5429 - logits_profile_predictions_loss: 2591.8150 - logcount_predictions_loss: 1.7051 217/1533 [===>..........................] - ETA: 3:02 - loss: 2742.3444 - logits_profile_predictions_loss: 2591.6439 - logcount_predictions_loss: 1.7048 218/1533 [===>..........................] - ETA: 3:02 - loss: 2742.1453 - logits_profile_predictions_loss: 2591.4711 - logcount_predictions_loss: 1.7045 219/1533 [===>..........................] - ETA: 3:02 - loss: 2741.9468 - logits_profile_predictions_loss: 2591.2994 - logcount_predictions_loss: 1.7042 220/1533 [===>..........................] - ETA: 3:02 - loss: 2741.7558 - logits_profile_predictions_loss: 2591.1350 - logcount_predictions_loss: 1.7039 221/1533 [===>..........................] - ETA: 3:02 - loss: 2741.5504 - logits_profile_predictions_loss: 2590.9556 - logcount_predictions_loss: 1.7036 222/1533 [===>..........................] - ETA: 3:02 - loss: 2741.3557 - logits_profile_predictions_loss: 2590.7869 - logcount_predictions_loss: 1.7033 223/1533 [===>..........................] - ETA: 3:02 - loss: 2741.1590 - logits_profile_predictions_loss: 2590.6151 - logcount_predictions_loss: 1.7030 224/1533 [===>..........................] - ETA: 3:02 - loss: 2740.9608 - logits_profile_predictions_loss: 2590.4417 - logcount_predictions_loss: 1.7027 225/1533 [===>..........................] - ETA: 3:01 - loss: 2740.7551 - logits_profile_predictions_loss: 2590.2610 - logcount_predictions_loss: 1.7024 226/1533 [===>..........................] - ETA: 3:01 - loss: 2740.5413 - logits_profile_predictions_loss: 2590.0720 - logcount_predictions_loss: 1.7021 227/1533 [===>..........................] - ETA: 3:01 - loss: 2740.3223 - logits_profile_predictions_loss: 2589.8780 - logcount_predictions_loss: 1.7019 228/1533 [===>..........................] - ETA: 3:01 - loss: 2740.1013 - logits_profile_predictions_loss: 2589.6816 - logcount_predictions_loss: 1.7016 229/1533 [===>..........................] - ETA: 3:01 - loss: 2739.8874 - logits_profile_predictions_loss: 2589.4914 - logcount_predictions_loss: 1.7013 230/1533 [===>..........................] - ETA: 3:01 - loss: 2739.6767 - logits_profile_predictions_loss: 2589.3043 - logcount_predictions_loss: 1.7010 231/1533 [===>..........................] - ETA: 3:01 - loss: 2739.4782 - logits_profile_predictions_loss: 2589.1284 - logcount_predictions_loss: 1.7008 232/1533 [===>..........................] - ETA: 3:00 - loss: 2739.2867 - logits_profile_predictions_loss: 2588.9596 - logcount_predictions_loss: 1.7005 233/1533 [===>..........................] - ETA: 3:00 - loss: 2739.0828 - logits_profile_predictions_loss: 2588.7782 - logcount_predictions_loss: 1.7003 234/1533 [===>..........................] - ETA: 3:00 - loss: 2738.8719 - logits_profile_predictions_loss: 2588.5896 - logcount_predictions_loss: 1.7000 235/1533 [===>..........................] - ETA: 3:00 - loss: 2738.6637 - logits_profile_predictions_loss: 2588.4031 - logcount_predictions_loss: 1.6998 236/1533 [===>..........................] - ETA: 3:00 - loss: 2738.4532 - logits_profile_predictions_loss: 2588.2141 - logcount_predictions_loss: 1.6995 237/1533 [===>..........................] - ETA: 3:00 - loss: 2738.2403 - logits_profile_predictions_loss: 2588.0225 - logcount_predictions_loss: 1.6993 238/1533 [===>..........................] - ETA: 3:00 - loss: 2738.0362 - logits_profile_predictions_loss: 2587.8391 - logcount_predictions_loss: 1.6991 239/1533 [===>..........................] - ETA: 2:59 - loss: 2737.8312 - logits_profile_predictions_loss: 2587.6547 - logcount_predictions_loss: 1.6988 240/1533 [===>..........................] - ETA: 2:59 - loss: 2737.6324 - logits_profile_predictions_loss: 2587.4760 - logcount_predictions_loss: 1.6986 241/1533 [===>..........................] - ETA: 2:59 - loss: 2737.4226 - logits_profile_predictions_loss: 2587.2867 - logcount_predictions_loss: 1.6984 242/1533 [===>..........................] - ETA: 2:59 - loss: 2737.2119 - logits_profile_predictions_loss: 2587.0964 - logcount_predictions_loss: 1.6981 243/1533 [===>..........................] - ETA: 2:59 - loss: 2737.0106 - logits_profile_predictions_loss: 2586.9157 - logcount_predictions_loss: 1.6979 244/1533 [===>..........................] - ETA: 2:59 - loss: 2736.8076 - logits_profile_predictions_loss: 2586.7337 - logcount_predictions_loss: 1.6977 245/1533 [===>..........................] - ETA: 2:59 - loss: 2736.6027 - logits_profile_predictions_loss: 2586.5494 - logcount_predictions_loss: 1.6974 246/1533 [===>..........................] - ETA: 2:58 - loss: 2736.4025 - logits_profile_predictions_loss: 2586.3696 - logcount_predictions_loss: 1.6972 247/1533 [===>..........................] - ETA: 2:58 - loss: 2736.2080 - logits_profile_predictions_loss: 2586.1951 - logcount_predictions_loss: 1.6970 248/1533 [===>..........................] - ETA: 2:58 - loss: 2736.0256 - logits_profile_predictions_loss: 2586.0325 - logcount_predictions_loss: 1.6968 249/1533 [===>..........................] - ETA: 2:58 - loss: 2735.8498 - logits_profile_predictions_loss: 2585.8765 - logcount_predictions_loss: 1.6965 250/1533 [===>..........................] - ETA: 2:58 - loss: 2735.6745 - logits_profile_predictions_loss: 2585.7214 - logcount_predictions_loss: 1.6963 251/1533 [===>..........................] - ETA: 2:58 - loss: 2735.4964 - logits_profile_predictions_loss: 2585.5636 - logcount_predictions_loss: 1.6961 252/1533 [===>..........................] - ETA: 2:58 - loss: 2735.3074 - logits_profile_predictions_loss: 2585.3943 - logcount_predictions_loss: 1.6958 253/1533 [===>..........................] - ETA: 2:57 - loss: 2735.1227 - logits_profile_predictions_loss: 2585.2294 - logcount_predictions_loss: 1.6956 254/1533 [===>..........................] - ETA: 2:57 - loss: 2734.9377 - logits_profile_predictions_loss: 2585.0643 - logcount_predictions_loss: 1.6954 255/1533 [===>..........................] - ETA: 2:57 - loss: 2734.7697 - logits_profile_predictions_loss: 2584.9159 - logcount_predictions_loss: 1.6952 256/1533 [====>.........................] - ETA: 2:57 - loss: 2734.5921 - logits_profile_predictions_loss: 2584.7574 - logcount_predictions_loss: 1.6950 257/1533 [====>.........................] - ETA: 2:57 - loss: 2734.4017 - logits_profile_predictions_loss: 2584.5864 - logcount_predictions_loss: 1.6947 258/1533 [====>.........................] - ETA: 2:57 - loss: 2734.2156 - logits_profile_predictions_loss: 2584.4196 - logcount_predictions_loss: 1.6945 259/1533 [====>.........................] - ETA: 2:57 - loss: 2734.0299 - logits_profile_predictions_loss: 2584.2533 - logcount_predictions_loss: 1.6943 260/1533 [====>.........................] - ETA: 2:56 - loss: 2733.8393 - logits_profile_predictions_loss: 2584.0821 - logcount_predictions_loss: 1.6941 261/1533 [====>.........................] - ETA: 2:56 - loss: 2733.6400 - logits_profile_predictions_loss: 2583.9024 - logcount_predictions_loss: 1.6939 262/1533 [====>.........................] - ETA: 2:56 - loss: 2733.4411 - logits_profile_predictions_loss: 2583.7233 - logcount_predictions_loss: 1.6936 263/1533 [====>.........................] - ETA: 2:56 - loss: 2733.2430 - logits_profile_predictions_loss: 2583.5449 - logcount_predictions_loss: 1.6934 264/1533 [====>.........................] - ETA: 2:56 - loss: 2733.0426 - logits_profile_predictions_loss: 2583.3639 - logcount_predictions_loss: 1.6932 265/1533 [====>.........................] - ETA: 2:56 - loss: 2732.8371 - logits_profile_predictions_loss: 2583.1771 - logcount_predictions_loss: 1.6930 266/1533 [====>.........................] - ETA: 2:56 - loss: 2732.6204 - logits_profile_predictions_loss: 2582.9791 - logcount_predictions_loss: 1.6928 267/1533 [====>.........................] - ETA: 2:56 - loss: 2732.4064 - logits_profile_predictions_loss: 2582.7828 - logcount_predictions_loss: 1.6926 268/1533 [====>.........................] - ETA: 2:55 - loss: 2732.1956 - logits_profile_predictions_loss: 2582.5896 - logcount_predictions_loss: 1.6924 269/1533 [====>.........................] - ETA: 2:55 - loss: 2731.9990 - logits_profile_predictions_loss: 2582.4105 - logcount_predictions_loss: 1.6922 270/1533 [====>.........................] - ETA: 2:55 - loss: 2731.8109 - logits_profile_predictions_loss: 2582.2400 - logcount_predictions_loss: 1.6920 271/1533 [====>.........................] - ETA: 2:55 - loss: 2731.6221 - logits_profile_predictions_loss: 2582.0678 - logcount_predictions_loss: 1.6918 272/1533 [====>.........................] - ETA: 2:55 - loss: 2731.4293 - logits_profile_predictions_loss: 2581.8914 - logcount_predictions_loss: 1.6916 273/1533 [====>.........................] - ETA: 2:55 - loss: 2731.2356 - logits_profile_predictions_loss: 2581.7132 - logcount_predictions_loss: 1.6914 274/1533 [====>.........................] - ETA: 2:55 - loss: 2731.0441 - logits_profile_predictions_loss: 2581.5374 - logcount_predictions_loss: 1.6913 275/1533 [====>.........................] - ETA: 2:54 - loss: 2730.8495 - logits_profile_predictions_loss: 2581.3587 - logcount_predictions_loss: 1.6911 276/1533 [====>.........................] - ETA: 2:54 - loss: 2730.6582 - logits_profile_predictions_loss: 2581.1834 - logcount_predictions_loss: 1.6909 277/1533 [====>.........................] - ETA: 2:54 - loss: 2730.4748 - logits_profile_predictions_loss: 2581.0150 - logcount_predictions_loss: 1.6907 278/1533 [====>.........................] - ETA: 2:54 - loss: 2730.2998 - logits_profile_predictions_loss: 2580.8547 - logcount_predictions_loss: 1.6906 279/1533 [====>.........................] - ETA: 2:54 - loss: 2730.1255 - logits_profile_predictions_loss: 2580.6952 - logcount_predictions_loss: 1.6904 280/1533 [====>.........................] - ETA: 2:54 - loss: 2729.9474 - logits_profile_predictions_loss: 2580.5319 - logcount_predictions_loss: 1.6902 281/1533 [====>.........................] - ETA: 2:54 - loss: 2729.7755 - logits_profile_predictions_loss: 2580.3750 - logcount_predictions_loss: 1.6901 282/1533 [====>.........................] - ETA: 2:53 - loss: 2729.6132 - logits_profile_predictions_loss: 2580.2274 - logcount_predictions_loss: 1.6899 283/1533 [====>.........................] - ETA: 2:53 - loss: 2729.4651 - logits_profile_predictions_loss: 2580.0941 - logcount_predictions_loss: 1.6897 284/1533 [====>.........................] - ETA: 2:53 - loss: 2729.3169 - logits_profile_predictions_loss: 2579.9604 - logcount_predictions_loss: 1.6896 285/1533 [====>.........................] - ETA: 2:53 - loss: 2729.1857 - logits_profile_predictions_loss: 2579.8437 - logcount_predictions_loss: 1.6894 286/1533 [====>.........................] - ETA: 2:53 - loss: 2729.0702 - logits_profile_predictions_loss: 2579.7422 - logcount_predictions_loss: 1.6892 287/1533 [====>.........................] - ETA: 2:53 - loss: 2728.9548 - logits_profile_predictions_loss: 2579.6411 - logcount_predictions_loss: 1.6891 288/1533 [====>.........................] - ETA: 2:53 - loss: 2728.8344 - logits_profile_predictions_loss: 2579.5351 - logcount_predictions_loss: 1.6889 289/1533 [====>.........................] - ETA: 2:52 - loss: 2728.7173 - logits_profile_predictions_loss: 2579.4321 - logcount_predictions_loss: 1.6887 290/1533 [====>.........................] - ETA: 2:52 - loss: 2728.6007 - logits_profile_predictions_loss: 2579.3293 - logcount_predictions_loss: 1.6886 291/1533 [====>.........................] - ETA: 2:52 - loss: 2728.4826 - logits_profile_predictions_loss: 2579.2250 - logcount_predictions_loss: 1.6884 292/1533 [====>.........................] - ETA: 2:52 - loss: 2728.3694 - logits_profile_predictions_loss: 2579.1259 - logcount_predictions_loss: 1.6883 293/1533 [====>.........................] - ETA: 2:52 - loss: 2728.2511 - logits_profile_predictions_loss: 2579.0216 - logcount_predictions_loss: 1.6881 294/1533 [====>.........................] - ETA: 2:52 - loss: 2728.1261 - logits_profile_predictions_loss: 2578.9108 - logcount_predictions_loss: 1.6880 295/1533 [====>.........................] - ETA: 2:52 - loss: 2727.9963 - logits_profile_predictions_loss: 2578.7958 - logcount_predictions_loss: 1.6878 296/1533 [====>.........................] - ETA: 2:52 - loss: 2727.8737 - logits_profile_predictions_loss: 2578.6881 - logcount_predictions_loss: 1.6876 297/1533 [====>.........................] - ETA: 2:51 - loss: 2727.7490 - logits_profile_predictions_loss: 2578.5782 - logcount_predictions_loss: 1.6875 298/1533 [====>.........................] - ETA: 2:51 - loss: 2727.6195 - logits_profile_predictions_loss: 2578.4634 - logcount_predictions_loss: 1.6873 299/1533 [====>.........................] - ETA: 2:51 - loss: 2727.4891 - logits_profile_predictions_loss: 2578.3476 - logcount_predictions_loss: 1.6871 300/1533 [====>.........................] - ETA: 2:51 - loss: 2727.3720 - logits_profile_predictions_loss: 2578.2450 - logcount_predictions_loss: 1.6870 301/1533 [====>.........................] - ETA: 2:51 - loss: 2727.2527 - logits_profile_predictions_loss: 2578.1404 - logcount_predictions_loss: 1.6868 302/1533 [====>.........................] - ETA: 2:51 - loss: 2727.1296 - logits_profile_predictions_loss: 2578.0323 - logcount_predictions_loss: 1.6866 303/1533 [====>.........................] - ETA: 2:51 - loss: 2727.0057 - logits_profile_predictions_loss: 2577.9235 - logcount_predictions_loss: 1.6865 304/1533 [====>.........................] - ETA: 2:50 - loss: 2726.8828 - logits_profile_predictions_loss: 2577.8160 - logcount_predictions_loss: 1.6863 305/1533 [====>.........................] - ETA: 2:50 - loss: 2726.7635 - logits_profile_predictions_loss: 2577.7119 - logcount_predictions_loss: 1.6861 306/1533 [====>.........................] - ETA: 2:50 - loss: 2726.6465 - logits_profile_predictions_loss: 2577.6099 - logcount_predictions_loss: 1.6859 307/1533 [=====>........................] - ETA: 2:50 - loss: 2726.5367 - logits_profile_predictions_loss: 2577.5152 - logcount_predictions_loss: 1.6858 308/1533 [=====>........................] - ETA: 2:50 - loss: 2726.4246 - logits_profile_predictions_loss: 2577.4182 - logcount_predictions_loss: 1.6856 309/1533 [=====>........................] - ETA: 2:50 - loss: 2726.3139 - logits_profile_predictions_loss: 2577.3227 - logcount_predictions_loss: 1.6854 310/1533 [=====>........................] - ETA: 2:50 - loss: 2726.2012 - logits_profile_predictions_loss: 2577.2256 - logcount_predictions_loss: 1.6852 311/1533 [=====>........................] - ETA: 2:49 - loss: 2726.0889 - logits_profile_predictions_loss: 2577.1288 - logcount_predictions_loss: 1.6851 312/1533 [=====>........................] - ETA: 2:49 - loss: 2725.9761 - logits_profile_predictions_loss: 2577.0312 - logcount_predictions_loss: 1.6849 313/1533 [=====>........................] - ETA: 2:49 - loss: 2725.8583 - logits_profile_predictions_loss: 2576.9288 - logcount_predictions_loss: 1.6847 314/1533 [=====>........................] - ETA: 2:49 - loss: 2725.7428 - logits_profile_predictions_loss: 2576.8284 - logcount_predictions_loss: 1.6846 315/1533 [=====>........................] - ETA: 2:49 - loss: 2725.6188 - logits_profile_predictions_loss: 2576.7199 - logcount_predictions_loss: 1.6844 316/1533 [=====>........................] - ETA: 2:49 - loss: 2725.4975 - logits_profile_predictions_loss: 2576.6142 - logcount_predictions_loss: 1.6842 317/1533 [=====>........................] - ETA: 2:49 - loss: 2725.3811 - logits_profile_predictions_loss: 2576.5132 - logcount_predictions_loss: 1.6840 318/1533 [=====>........................] - ETA: 2:48 - loss: 2725.2631 - logits_profile_predictions_loss: 2576.4106 - logcount_predictions_loss: 1.6839 319/1533 [=====>........................] - ETA: 2:48 - loss: 2725.1480 - logits_profile_predictions_loss: 2576.3112 - logcount_predictions_loss: 1.6837 320/1533 [=====>........................] - ETA: 2:48 - loss: 2725.0269 - logits_profile_predictions_loss: 2576.2060 - logcount_predictions_loss: 1.6835 321/1533 [=====>........................] - ETA: 2:48 - loss: 2724.9099 - logits_profile_predictions_loss: 2576.1050 - logcount_predictions_loss: 1.6833 322/1533 [=====>........................] - ETA: 2:48 - loss: 2724.7968 - logits_profile_predictions_loss: 2576.0076 - logcount_predictions_loss: 1.6831 323/1533 [=====>........................] - ETA: 2:48 - loss: 2724.6865 - logits_profile_predictions_loss: 2575.9131 - logcount_predictions_loss: 1.6830 324/1533 [=====>........................] - ETA: 2:48 - loss: 2724.5793 - logits_profile_predictions_loss: 2575.8217 - logcount_predictions_loss: 1.6828 325/1533 [=====>........................] - ETA: 2:47 - loss: 2724.4779 - logits_profile_predictions_loss: 2575.7356 - logcount_predictions_loss: 1.6826 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loss: 2679.6980 - logits_profile_predictions_loss: 2541.0563 - logcount_predictions_loss: 1.5683 1530/1533 [============================>.] - ETA: 0s - loss: 2679.6837 - logits_profile_predictions_loss: 2541.0461 - logcount_predictions_loss: 1.5683 1531/1533 [============================>.] - ETA: 0s - loss: 2679.6694 - logits_profile_predictions_loss: 2541.0360 - logcount_predictions_loss: 1.5683 1532/1533 [============================>.] - ETA: 0s - loss: 2679.6550 - logits_profile_predictions_loss: 2541.0258 - logcount_predictions_loss: 1.5682 1533/1533 [==============================] - ETA: 0s - loss: 2679.6407 - logits_profile_predictions_loss: 2541.0155 - logcount_predictions_loss: 1.5682 1533/1533 [==============================] - 227s 148ms/step - loss: 2679.6263 - logits_profile_predictions_loss: 2541.0053 - logcount_predictions_loss: 1.5681 - val_loss: 3102.7869 - val_logits_profile_predictions_loss: 2985.2095 - val_logcount_predictions_loss: 1.3301 Epoch 00003: val_loss improved from 3204.71729 to 3102.78687, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/1533 [..............................] - ETA: 3:57 - loss: 2779.6226 - logits_profile_predictions_loss: 2662.3721 - logcount_predictions_loss: 1.3264 2/1533 [..............................] - ETA: 3:35 - loss: 2654.3053 - logits_profile_predictions_loss: 2541.4434 - logcount_predictions_loss: 1.2767 3/1533 [..............................] - ETA: 3:33 - loss: 2607.0386 - logits_profile_predictions_loss: 2491.7491 - logcount_predictions_loss: 1.3042 4/1533 [..............................] - ETA: 3:33 - loss: 2586.7490 - logits_profile_predictions_loss: 2470.5941 - logcount_predictions_loss: 1.3140 5/1533 [..............................] - ETA: 3:32 - loss: 2593.4502 - logits_profile_predictions_loss: 2476.3943 - logcount_predictions_loss: 1.3242 6/1533 [..............................] - ETA: 3:32 - loss: 2599.4090 - logits_profile_predictions_loss: 2481.4054 - logcount_predictions_loss: 1.3349 7/1533 [..............................] - ETA: 3:32 - loss: 2597.3855 - logits_profile_predictions_loss: 2478.1878 - logcount_predictions_loss: 1.3484 8/1533 [..............................] - ETA: 3:32 - loss: 2595.8426 - logits_profile_predictions_loss: 2475.9617 - logcount_predictions_loss: 1.3561 9/1533 [..............................] - ETA: 3:31 - loss: 2592.6412 - logits_profile_predictions_loss: 2471.8507 - logcount_predictions_loss: 1.3664 10/1533 [..............................] - ETA: 3:31 - loss: 2586.3166 - logits_profile_predictions_loss: 2464.8819 - logcount_predictions_loss: 1.3737 11/1533 [..............................] - ETA: 3:31 - loss: 2575.9057 - logits_profile_predictions_loss: 2453.9017 - logcount_predictions_loss: 1.3801 12/1533 [..............................] - ETA: 3:31 - loss: 2574.7638 - logits_profile_predictions_loss: 2452.1282 - logcount_predictions_loss: 1.3873 13/1533 [..............................] - ETA: 3:31 - loss: 2575.7304 - logits_profile_predictions_loss: 2452.5895 - logcount_predictions_loss: 1.3930 14/1533 [..............................] - ETA: 3:31 - loss: 2579.0875 - logits_profile_predictions_loss: 2455.6776 - logcount_predictions_loss: 1.3960 15/1533 [..............................] - ETA: 3:31 - loss: 2581.1369 - logits_profile_predictions_loss: 2457.5172 - logcount_predictions_loss: 1.3984 16/1533 [..............................] - ETA: 3:30 - loss: 2584.2496 - logits_profile_predictions_loss: 2460.5091 - logcount_predictions_loss: 1.3998 17/1533 [..............................] - ETA: 3:30 - loss: 2584.5413 - logits_profile_predictions_loss: 2460.7526 - logcount_predictions_loss: 1.4003 18/1533 [..............................] - ETA: 3:30 - loss: 2585.0433 - logits_profile_predictions_loss: 2461.1932 - logcount_predictions_loss: 1.4010 19/1533 [..............................] - ETA: 3:30 - loss: 2583.5197 - logits_profile_predictions_loss: 2459.6973 - logcount_predictions_loss: 1.4007 20/1533 [..............................] - ETA: 3:30 - loss: 2581.6197 - logits_profile_predictions_loss: 2457.8243 - logcount_predictions_loss: 1.4004 21/1533 [..............................] - ETA: 3:30 - loss: 2580.0246 - logits_profile_predictions_loss: 2456.1740 - logcount_predictions_loss: 1.4010 22/1533 [..............................] - ETA: 3:30 - loss: 2579.3468 - logits_profile_predictions_loss: 2455.4253 - logcount_predictions_loss: 1.4018 23/1533 [..............................] - ETA: 3:29 - loss: 2578.7319 - logits_profile_predictions_loss: 2454.6759 - logcount_predictions_loss: 1.4033 24/1533 [..............................] - ETA: 3:29 - loss: 2577.6590 - logits_profile_predictions_loss: 2453.4397 - logcount_predictions_loss: 1.4052 25/1533 [..............................] - ETA: 3:29 - loss: 2575.6211 - logits_profile_predictions_loss: 2451.2553 - logcount_predictions_loss: 1.4069 26/1533 [..............................] - ETA: 3:29 - loss: 2573.0057 - logits_profile_predictions_loss: 2448.4928 - logcount_predictions_loss: 1.4085 27/1533 [..............................] - ETA: 3:29 - loss: 2570.9590 - logits_profile_predictions_loss: 2446.2954 - logcount_predictions_loss: 1.4102 28/1533 [..............................] - ETA: 3:29 - loss: 2568.6368 - logits_profile_predictions_loss: 2443.8775 - logcount_predictions_loss: 1.4113 29/1533 [..............................] - ETA: 3:29 - loss: 2566.6527 - logits_profile_predictions_loss: 2441.8277 - logcount_predictions_loss: 1.4120 30/1533 [..............................] - ETA: 3:28 - loss: 2564.8097 - logits_profile_predictions_loss: 2439.9256 - logcount_predictions_loss: 1.4127 31/1533 [..............................] - ETA: 3:28 - loss: 2563.3451 - logits_profile_predictions_loss: 2438.3910 - logcount_predictions_loss: 1.4135 32/1533 [..............................] - ETA: 3:28 - loss: 2561.9261 - logits_profile_predictions_loss: 2436.8834 - logcount_predictions_loss: 1.4145 33/1533 [..............................] - ETA: 3:28 - loss: 2560.5039 - logits_profile_predictions_loss: 2435.4071 - logcount_predictions_loss: 1.4151 34/1533 [..............................] - ETA: 3:28 - loss: 2559.8620 - logits_profile_predictions_loss: 2434.6956 - logcount_predictions_loss: 1.4159 35/1533 [..............................] - ETA: 3:28 - loss: 2559.4539 - logits_profile_predictions_loss: 2434.1790 - logcount_predictions_loss: 1.4171 36/1533 [..............................] - ETA: 3:28 - loss: 2558.6524 - logits_profile_predictions_loss: 2433.2128 - logcount_predictions_loss: 1.4190 37/1533 [..............................] - ETA: 3:27 - loss: 2557.8069 - logits_profile_predictions_loss: 2432.1710 - logcount_predictions_loss: 1.4212 38/1533 [..............................] - ETA: 3:27 - loss: 2556.6678 - logits_profile_predictions_loss: 2430.8569 - logcount_predictions_loss: 1.4232 39/1533 [..............................] - ETA: 3:27 - loss: 2555.7492 - logits_profile_predictions_loss: 2429.7701 - logcount_predictions_loss: 1.4251 40/1533 [..............................] - ETA: 3:27 - loss: 2554.6117 - logits_profile_predictions_loss: 2428.4811 - logcount_predictions_loss: 1.4268 41/1533 [..............................] - ETA: 3:27 - loss: 2553.9354 - logits_profile_predictions_loss: 2427.6329 - logcount_predictions_loss: 1.4288 42/1533 [..............................] - ETA: 3:27 - loss: 2553.2110 - logits_profile_predictions_loss: 2426.7362 - logcount_predictions_loss: 1.4307 43/1533 [..............................] - ETA: 3:27 - loss: 2552.5711 - logits_profile_predictions_loss: 2425.9184 - logcount_predictions_loss: 1.4327 44/1533 [..............................] - ETA: 3:27 - loss: 2552.2278 - logits_profile_predictions_loss: 2425.3961 - logcount_predictions_loss: 1.4347 45/1533 [..............................] - ETA: 3:26 - loss: 2552.0547 - logits_profile_predictions_loss: 2425.0806 - logcount_predictions_loss: 1.4364 46/1533 [..............................] - ETA: 3:26 - loss: 2551.8448 - logits_profile_predictions_loss: 2424.7328 - logcount_predictions_loss: 1.4379 47/1533 [..............................] - ETA: 3:26 - loss: 2551.7352 - logits_profile_predictions_loss: 2424.5013 - logcount_predictions_loss: 1.4393 48/1533 [..............................] - ETA: 3:26 - loss: 2551.8892 - logits_profile_predictions_loss: 2424.5364 - logcount_predictions_loss: 1.4406 49/1533 [..............................] - ETA: 3:26 - loss: 2551.9418 - logits_profile_predictions_loss: 2424.4827 - logcount_predictions_loss: 1.4418 50/1533 [..............................] - ETA: 3:26 - loss: 2552.1577 - logits_profile_predictions_loss: 2424.5956 - logcount_predictions_loss: 1.4430 51/1533 [..............................] - ETA: 3:25 - loss: 2552.3395 - logits_profile_predictions_loss: 2424.6894 - logcount_predictions_loss: 1.4440 52/1533 [>.............................] - ETA: 3:25 - loss: 2552.5250 - logits_profile_predictions_loss: 2424.7948 - logcount_predictions_loss: 1.4449 53/1533 [>.............................] - ETA: 3:25 - loss: 2552.7487 - logits_profile_predictions_loss: 2424.9511 - logcount_predictions_loss: 1.4457 54/1533 [>.............................] - ETA: 3:25 - loss: 2552.7976 - logits_profile_predictions_loss: 2424.9361 - logcount_predictions_loss: 1.4464 55/1533 [>.............................] - ETA: 3:25 - loss: 2552.6994 - logits_profile_predictions_loss: 2424.7798 - logcount_predictions_loss: 1.4471 56/1533 [>.............................] - ETA: 3:25 - loss: 2552.7098 - logits_profile_predictions_loss: 2424.7368 - logcount_predictions_loss: 1.4477 57/1533 [>.............................] - ETA: 3:25 - loss: 2552.5525 - logits_profile_predictions_loss: 2424.5344 - logcount_predictions_loss: 1.4482 58/1533 [>.............................] - ETA: 3:25 - loss: 2552.3283 - 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[>.............................] - ETA: 3:24 - loss: 2552.3097 - logits_profile_predictions_loss: 2423.9402 - logcount_predictions_loss: 1.4521 66/1533 [>.............................] - ETA: 3:23 - loss: 2552.6402 - logits_profile_predictions_loss: 2424.2283 - logcount_predictions_loss: 1.4526 67/1533 [>.............................] - ETA: 3:23 - loss: 2552.9354 - logits_profile_predictions_loss: 2424.4714 - logcount_predictions_loss: 1.4532 68/1533 [>.............................] - ETA: 3:23 - loss: 2553.1728 - logits_profile_predictions_loss: 2424.6617 - logcount_predictions_loss: 1.4537 69/1533 [>.............................] - ETA: 3:23 - loss: 2553.3366 - logits_profile_predictions_loss: 2424.7867 - logcount_predictions_loss: 1.4542 70/1533 [>.............................] - ETA: 3:23 - loss: 2553.4265 - logits_profile_predictions_loss: 2424.8439 - logcount_predictions_loss: 1.4546 71/1533 [>.............................] - ETA: 3:23 - loss: 2553.6151 - 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[>.............................] - ETA: 3:22 - loss: 2556.0346 - logits_profile_predictions_loss: 2427.2553 - logcount_predictions_loss: 1.4568 79/1533 [>.............................] - ETA: 3:22 - loss: 2556.3670 - logits_profile_predictions_loss: 2427.5653 - logcount_predictions_loss: 1.4570 80/1533 [>.............................] - ETA: 3:21 - loss: 2556.6999 - logits_profile_predictions_loss: 2427.8729 - logcount_predictions_loss: 1.4573 81/1533 [>.............................] - ETA: 3:21 - loss: 2557.0773 - logits_profile_predictions_loss: 2428.2228 - logcount_predictions_loss: 1.4576 82/1533 [>.............................] - ETA: 3:21 - loss: 2557.4411 - logits_profile_predictions_loss: 2428.5577 - logcount_predictions_loss: 1.4580 83/1533 [>.............................] - ETA: 3:21 - loss: 2557.7609 - logits_profile_predictions_loss: 2428.8526 - logcount_predictions_loss: 1.4582 84/1533 [>.............................] - ETA: 3:21 - loss: 2557.9720 - 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[>.............................] - ETA: 3:20 - loss: 2559.9536 - logits_profile_predictions_loss: 2430.8265 - logcount_predictions_loss: 1.4607 92/1533 [>.............................] - ETA: 3:20 - loss: 2560.2929 - logits_profile_predictions_loss: 2431.1440 - logcount_predictions_loss: 1.4610 93/1533 [>.............................] - ETA: 3:20 - loss: 2560.6245 - logits_profile_predictions_loss: 2431.4548 - logcount_predictions_loss: 1.4612 94/1533 [>.............................] - ETA: 3:20 - loss: 2560.8267 - logits_profile_predictions_loss: 2431.6405 - logcount_predictions_loss: 1.4614 95/1533 [>.............................] - ETA: 3:19 - loss: 2560.9273 - logits_profile_predictions_loss: 2431.7299 - logcount_predictions_loss: 1.4615 96/1533 [>.............................] - ETA: 3:19 - loss: 2561.1068 - logits_profile_predictions_loss: 2431.8934 - logcount_predictions_loss: 1.4617 97/1533 [>.............................] - ETA: 3:19 - loss: 2561.2959 - 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208/1533 [===>..........................] - ETA: 3:04 - loss: 2571.4195 - logits_profile_predictions_loss: 2441.2700 - logcount_predictions_loss: 1.4723 209/1533 [===>..........................] - ETA: 3:04 - loss: 2571.4341 - logits_profile_predictions_loss: 2441.2853 - logcount_predictions_loss: 1.4723 210/1533 [===>..........................] - ETA: 3:03 - loss: 2571.4492 - logits_profile_predictions_loss: 2441.3014 - logcount_predictions_loss: 1.4723 211/1533 [===>..........................] - ETA: 3:03 - loss: 2571.4746 - logits_profile_predictions_loss: 2441.3285 - logcount_predictions_loss: 1.4722 212/1533 [===>..........................] - ETA: 3:03 - loss: 2571.4954 - logits_profile_predictions_loss: 2441.3507 - logcount_predictions_loss: 1.4722 213/1533 [===>..........................] - ETA: 3:03 - loss: 2571.5326 - logits_profile_predictions_loss: 2441.3875 - logcount_predictions_loss: 1.4722 214/1533 [===>..........................] - ETA: 3:03 - loss: 2571.5653 - 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221/1533 [===>..........................] - ETA: 3:02 - loss: 2571.7878 - logits_profile_predictions_loss: 2441.6514 - logcount_predictions_loss: 1.4721 222/1533 [===>..........................] - ETA: 3:02 - loss: 2571.8192 - logits_profile_predictions_loss: 2441.6846 - logcount_predictions_loss: 1.4721 223/1533 [===>..........................] - ETA: 3:02 - loss: 2571.8500 - logits_profile_predictions_loss: 2441.7173 - logcount_predictions_loss: 1.4721 224/1533 [===>..........................] - ETA: 3:02 - loss: 2571.8864 - logits_profile_predictions_loss: 2441.7557 - logcount_predictions_loss: 1.4721 225/1533 [===>..........................] - ETA: 3:01 - loss: 2571.9331 - logits_profile_predictions_loss: 2441.8044 - logcount_predictions_loss: 1.4720 226/1533 [===>..........................] - ETA: 3:01 - loss: 2571.9851 - logits_profile_predictions_loss: 2441.8584 - logcount_predictions_loss: 1.4720 227/1533 [===>..........................] - ETA: 3:01 - loss: 2572.0281 - 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234/1533 [===>..........................] - ETA: 3:00 - loss: 2572.2518 - logits_profile_predictions_loss: 2442.1518 - logcount_predictions_loss: 1.4717 235/1533 [===>..........................] - ETA: 3:00 - loss: 2572.2613 - logits_profile_predictions_loss: 2442.1655 - logcount_predictions_loss: 1.4717 236/1533 [===>..........................] - ETA: 3:00 - loss: 2572.2816 - logits_profile_predictions_loss: 2442.1908 - logcount_predictions_loss: 1.4716 237/1533 [===>..........................] - ETA: 3:00 - loss: 2572.3011 - logits_profile_predictions_loss: 2442.2150 - logcount_predictions_loss: 1.4716 238/1533 [===>..........................] - ETA: 3:00 - loss: 2572.3189 - logits_profile_predictions_loss: 2442.2374 - logcount_predictions_loss: 1.4715 239/1533 [===>..........................] - ETA: 2:59 - loss: 2572.3346 - logits_profile_predictions_loss: 2442.2582 - logcount_predictions_loss: 1.4714 240/1533 [===>..........................] - ETA: 2:59 - loss: 2572.3461 - 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- ETA: 3:32 - loss: 2379.5306 - logits_profile_predictions_loss: 2251.2828 - logcount_predictions_loss: 1.4508 6/1533 [..............................] - ETA: 3:32 - loss: 2409.3499 - logits_profile_predictions_loss: 2279.2725 - logcount_predictions_loss: 1.4715 7/1533 [..............................] - ETA: 3:32 - loss: 2426.1141 - logits_profile_predictions_loss: 2294.9825 - logcount_predictions_loss: 1.4834 8/1533 [..............................] - ETA: 3:32 - loss: 2446.7122 - logits_profile_predictions_loss: 2315.1309 - logcount_predictions_loss: 1.4885 9/1533 [..............................] - ETA: 3:31 - loss: 2471.8434 - logits_profile_predictions_loss: 2339.5459 - logcount_predictions_loss: 1.4966 10/1533 [..............................] - ETA: 3:31 - loss: 2484.6205 - logits_profile_predictions_loss: 2352.2250 - logcount_predictions_loss: 1.4977 11/1533 [..............................] - ETA: 3:31 - loss: 2495.6372 - logits_profile_predictions_loss: 2363.0735 - 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3:00 - loss: 2525.6147 - logits_profile_predictions_loss: 2404.0536 - logcount_predictions_loss: 1.3751 240/1533 [===>..........................] - ETA: 2:59 - loss: 2525.4471 - logits_profile_predictions_loss: 2403.9032 - logcount_predictions_loss: 1.3749 241/1533 [===>..........................] - ETA: 2:59 - loss: 2525.2844 - logits_profile_predictions_loss: 2403.7577 - logcount_predictions_loss: 1.3747 242/1533 [===>..........................] - ETA: 2:59 - loss: 2525.1164 - logits_profile_predictions_loss: 2403.6068 - logcount_predictions_loss: 1.3745 243/1533 [===>..........................] - ETA: 2:59 - loss: 2524.9501 - logits_profile_predictions_loss: 2403.4570 - logcount_predictions_loss: 1.3744 244/1533 [===>..........................] - ETA: 2:59 - loss: 2524.7721 - logits_profile_predictions_loss: 2403.2958 - logcount_predictions_loss: 1.3742 245/1533 [===>..........................] - ETA: 2:59 - loss: 2524.5939 - logits_profile_predictions_loss: 2403.1344 - 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2:58 - loss: 2523.4117 - logits_profile_predictions_loss: 2402.0637 - logcount_predictions_loss: 1.3727 253/1533 [===>..........................] - ETA: 2:58 - loss: 2523.2500 - logits_profile_predictions_loss: 2401.9174 - logcount_predictions_loss: 1.3725 254/1533 [===>..........................] - ETA: 2:58 - loss: 2523.0801 - logits_profile_predictions_loss: 2401.7632 - logcount_predictions_loss: 1.3724 255/1533 [===>..........................] - ETA: 2:57 - loss: 2522.9098 - logits_profile_predictions_loss: 2401.6085 - logcount_predictions_loss: 1.3722 256/1533 [====>.........................] - ETA: 2:57 - loss: 2522.7419 - logits_profile_predictions_loss: 2401.4566 - logcount_predictions_loss: 1.3720 257/1533 [====>.........................] - ETA: 2:57 - loss: 2522.5860 - logits_profile_predictions_loss: 2401.3168 - logcount_predictions_loss: 1.3718 258/1533 [====>.........................] - ETA: 2:57 - loss: 2522.4270 - logits_profile_predictions_loss: 2401.1739 - 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logcount_predictions_loss: 1.3632 324/1533 [=====>........................] - ETA: 2:48 - loss: 2513.2272 - logits_profile_predictions_loss: 2392.7287 - logcount_predictions_loss: 1.3631 325/1533 [=====>........................] - ETA: 2:48 - loss: 2513.1070 - logits_profile_predictions_loss: 2392.6165 - logcount_predictions_loss: 1.3630 326/1533 [=====>........................] - ETA: 2:47 - loss: 2512.9887 - logits_profile_predictions_loss: 2392.5065 - logcount_predictions_loss: 1.3629 327/1533 [=====>........................] - ETA: 2:47 - loss: 2512.8705 - logits_profile_predictions_loss: 2392.3965 - logcount_predictions_loss: 1.3628 328/1533 [=====>........................] - ETA: 2:47 - loss: 2512.7553 - logits_profile_predictions_loss: 2392.2893 - logcount_predictions_loss: 1.3627 329/1533 [=====>........................] - ETA: 2:47 - loss: 2512.6455 - logits_profile_predictions_loss: 2392.1877 - logcount_predictions_loss: 1.3627 330/1533 [=====>........................] - ETA: 2:47 - loss: 2512.5410 - logits_profile_predictions_loss: 2392.0913 - logcount_predictions_loss: 1.3626 331/1533 [=====>........................] - ETA: 2:47 - loss: 2512.4371 - logits_profile_predictions_loss: 2391.9953 - logcount_predictions_loss: 1.3625 332/1533 [=====>........................] - ETA: 2:47 - loss: 2512.3313 - logits_profile_predictions_loss: 2391.8974 - logcount_predictions_loss: 1.3624 333/1533 [=====>........................] - ETA: 2:47 - loss: 2512.2221 - logits_profile_predictions_loss: 2391.7963 - logcount_predictions_loss: 1.3623 334/1533 [=====>........................] - ETA: 2:46 - loss: 2512.1136 - logits_profile_predictions_loss: 2391.6961 - logcount_predictions_loss: 1.3622 335/1533 [=====>........................] - ETA: 2:46 - loss: 2512.0025 - logits_profile_predictions_loss: 2391.5935 - logcount_predictions_loss: 1.3621 336/1533 [=====>........................] - ETA: 2:46 - loss: 2511.8898 - logits_profile_predictions_loss: 2391.4893 - 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loss: 2465.1681 - logits_profile_predictions_loss: 2348.0277 - logcount_predictions_loss: 1.3251 1528/1533 [============================>.] - ETA: 0s - loss: 2465.1574 - logits_profile_predictions_loss: 2348.0178 - logcount_predictions_loss: 1.3251 1529/1533 [============================>.] - ETA: 0s - loss: 2465.1471 - logits_profile_predictions_loss: 2348.0082 - logcount_predictions_loss: 1.3251 1530/1533 [============================>.] - ETA: 0s - loss: 2465.1371 - logits_profile_predictions_loss: 2347.9990 - logcount_predictions_loss: 1.3251 1531/1533 [============================>.] - ETA: 0s - loss: 2465.1269 - logits_profile_predictions_loss: 2347.9896 - logcount_predictions_loss: 1.3251 1532/1533 [============================>.] - ETA: 0s - loss: 2465.1166 - logits_profile_predictions_loss: 2347.9800 - logcount_predictions_loss: 1.3251 1533/1533 [==============================] - ETA: 0s - loss: 2465.1062 - logits_profile_predictions_loss: 2347.9704 - logcount_predictions_loss: 1.3251 1533/1533 [==============================] - 227s 148ms/step - loss: 2465.0959 - logits_profile_predictions_loss: 2347.9608 - logcount_predictions_loss: 1.3251 - val_loss: 3059.0608 - val_logits_profile_predictions_loss: 2939.2036 - val_logcount_predictions_loss: 1.3559 Epoch 00005: val_loss did not improve from 2998.56055 Epoch 6/50 1/1533 [..............................] - ETA: 3:58 - loss: 2225.1697 - logits_profile_predictions_loss: 2088.2075 - logcount_predictions_loss: 1.5493 2/1533 [..............................] - ETA: 3:36 - loss: 2403.0338 - logits_profile_predictions_loss: 2263.0594 - logcount_predictions_loss: 1.5834 3/1533 [..............................] - ETA: 3:35 - loss: 2384.3936 - logits_profile_predictions_loss: 2249.0658 - logcount_predictions_loss: 1.5309 4/1533 [..............................] - ETA: 3:34 - loss: 2333.0508 - logits_profile_predictions_loss: 2201.7910 - logcount_predictions_loss: 1.4848 5/1533 [..............................] - ETA: 3:33 - loss: 2331.6524 - logits_profile_predictions_loss: 2200.7473 - logcount_predictions_loss: 1.4808 6/1533 [..............................] - ETA: 3:33 - loss: 2339.1495 - logits_profile_predictions_loss: 2207.6921 - logcount_predictions_loss: 1.4871 7/1533 [..............................] - ETA: 3:32 - loss: 2343.1752 - logits_profile_predictions_loss: 2210.8178 - logcount_predictions_loss: 1.4973 8/1533 [..............................] - ETA: 3:32 - loss: 2339.2175 - logits_profile_predictions_loss: 2207.1458 - logcount_predictions_loss: 1.4940 9/1533 [..............................] - ETA: 3:32 - loss: 2344.2559 - logits_profile_predictions_loss: 2212.6679 - logcount_predictions_loss: 1.4886 10/1533 [..............................] - ETA: 3:32 - loss: 2350.0533 - logits_profile_predictions_loss: 2219.0170 - logcount_predictions_loss: 1.4823 11/1533 [..............................] - ETA: 3:32 - loss: 2357.2676 - logits_profile_predictions_loss: 2226.8401 - logcount_predictions_loss: 1.4754 12/1533 [..............................] - ETA: 3:31 - loss: 2362.2204 - logits_profile_predictions_loss: 2232.2820 - logcount_predictions_loss: 1.4699 13/1533 [..............................] - ETA: 3:31 - loss: 2365.9830 - logits_profile_predictions_loss: 2236.3726 - logcount_predictions_loss: 1.4662 14/1533 [..............................] - ETA: 3:31 - loss: 2371.6256 - logits_profile_predictions_loss: 2242.4085 - logcount_predictions_loss: 1.4617 15/1533 [..............................] - ETA: 3:31 - loss: 2378.5820 - logits_profile_predictions_loss: 2249.5383 - logcount_predictions_loss: 1.4598 16/1533 [..............................] - ETA: 3:31 - loss: 2386.4961 - logits_profile_predictions_loss: 2257.7304 - logcount_predictions_loss: 1.4566 17/1533 [..............................] - ETA: 3:31 - loss: 2393.5031 - logits_profile_predictions_loss: 2264.8518 - logcount_predictions_loss: 1.4553 18/1533 [..............................] - ETA: 3:30 - loss: 2398.8701 - logits_profile_predictions_loss: 2270.3967 - logcount_predictions_loss: 1.4533 19/1533 [..............................] - ETA: 3:30 - loss: 2403.8751 - logits_profile_predictions_loss: 2275.6449 - logcount_predictions_loss: 1.4506 20/1533 [..............................] - ETA: 3:30 - loss: 2408.5509 - logits_profile_predictions_loss: 2280.4986 - logcount_predictions_loss: 1.4486 21/1533 [..............................] - ETA: 3:30 - loss: 2413.0799 - logits_profile_predictions_loss: 2285.2398 - logcount_predictions_loss: 1.4462 22/1533 [..............................] - ETA: 3:30 - loss: 2415.3646 - logits_profile_predictions_loss: 2287.7449 - logcount_predictions_loss: 1.4437 23/1533 [..............................] - ETA: 3:30 - loss: 2417.0619 - logits_profile_predictions_loss: 2289.6663 - logcount_predictions_loss: 1.4411 24/1533 [..............................] - ETA: 3:30 - loss: 2418.7829 - 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[..............................] - ETA: 3:29 - loss: 2424.0609 - logits_profile_predictions_loss: 2298.5860 - logcount_predictions_loss: 1.4194 32/1533 [..............................] - ETA: 3:28 - loss: 2424.4910 - logits_profile_predictions_loss: 2299.2099 - logcount_predictions_loss: 1.4172 33/1533 [..............................] - ETA: 3:28 - loss: 2425.0927 - logits_profile_predictions_loss: 2299.9791 - logcount_predictions_loss: 1.4153 34/1533 [..............................] - ETA: 3:28 - loss: 2425.6785 - logits_profile_predictions_loss: 2300.7451 - logcount_predictions_loss: 1.4133 35/1533 [..............................] - ETA: 3:28 - loss: 2426.5524 - logits_profile_predictions_loss: 2301.8233 - logcount_predictions_loss: 1.4110 36/1533 [..............................] - ETA: 3:28 - loss: 2427.4886 - logits_profile_predictions_loss: 2302.9763 - logcount_predictions_loss: 1.4085 37/1533 [..............................] - ETA: 3:28 - loss: 2428.1707 - 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[..............................] - ETA: 3:27 - loss: 2427.9079 - logits_profile_predictions_loss: 2304.7204 - logcount_predictions_loss: 1.3935 45/1533 [..............................] - ETA: 3:26 - loss: 2427.7144 - logits_profile_predictions_loss: 2304.6699 - logcount_predictions_loss: 1.3919 46/1533 [..............................] - ETA: 3:26 - loss: 2427.4650 - logits_profile_predictions_loss: 2304.5676 - logcount_predictions_loss: 1.3902 47/1533 [..............................] - ETA: 3:26 - loss: 2427.2434 - logits_profile_predictions_loss: 2304.4997 - logcount_predictions_loss: 1.3885 48/1533 [..............................] - ETA: 3:26 - loss: 2427.0262 - logits_profile_predictions_loss: 2304.4285 - logcount_predictions_loss: 1.3869 49/1533 [..............................] - ETA: 3:26 - loss: 2426.6687 - logits_profile_predictions_loss: 2304.2238 - logcount_predictions_loss: 1.3851 50/1533 [..............................] - ETA: 3:26 - loss: 2426.5673 - logits_profile_predictions_loss: 2304.2641 - logcount_predictions_loss: 1.3835 51/1533 [..............................] - ETA: 3:26 - loss: 2426.2638 - logits_profile_predictions_loss: 2304.1048 - logcount_predictions_loss: 1.3819 52/1533 [>.............................] - ETA: 3:26 - loss: 2426.0174 - logits_profile_predictions_loss: 2303.9931 - logcount_predictions_loss: 1.3804 53/1533 [>.............................] - ETA: 3:25 - loss: 2425.8771 - logits_profile_predictions_loss: 2303.9882 - logcount_predictions_loss: 1.3788 54/1533 [>.............................] - ETA: 3:25 - loss: 2425.5830 - logits_profile_predictions_loss: 2303.8260 - logcount_predictions_loss: 1.3773 55/1533 [>.............................] - ETA: 3:25 - loss: 2425.2174 - logits_profile_predictions_loss: 2303.5891 - logcount_predictions_loss: 1.3759 56/1533 [>.............................] - ETA: 3:25 - loss: 2424.9115 - logits_profile_predictions_loss: 2303.4091 - logcount_predictions_loss: 1.3745 57/1533 [>.............................] - ETA: 3:25 - loss: 2424.6679 - logits_profile_predictions_loss: 2303.2837 - logcount_predictions_loss: 1.3731 58/1533 [>.............................] - ETA: 3:25 - loss: 2424.4333 - logits_profile_predictions_loss: 2303.1738 - logcount_predictions_loss: 1.3717 59/1533 [>.............................] - ETA: 3:25 - loss: 2424.2088 - logits_profile_predictions_loss: 2303.0770 - logcount_predictions_loss: 1.3703 60/1533 [>.............................] - ETA: 3:25 - loss: 2423.9776 - logits_profile_predictions_loss: 2302.9751 - logcount_predictions_loss: 1.3688 61/1533 [>.............................] - ETA: 3:25 - loss: 2423.8783 - logits_profile_predictions_loss: 2303.0093 - logcount_predictions_loss: 1.3673 62/1533 [>.............................] - ETA: 3:25 - loss: 2423.7280 - logits_profile_predictions_loss: 2302.9898 - logcount_predictions_loss: 1.3658 63/1533 [>.............................] - ETA: 3:25 - loss: 2423.5359 - logits_profile_predictions_loss: 2302.9249 - logcount_predictions_loss: 1.3644 64/1533 [>.............................] - ETA: 3:24 - loss: 2423.2974 - logits_profile_predictions_loss: 2302.8159 - logcount_predictions_loss: 1.3629 65/1533 [>.............................] - ETA: 3:24 - loss: 2422.9974 - logits_profile_predictions_loss: 2302.6443 - logcount_predictions_loss: 1.3615 66/1533 [>.............................] - ETA: 3:24 - loss: 2422.5929 - logits_profile_predictions_loss: 2302.3661 - logcount_predictions_loss: 1.3600 67/1533 [>.............................] - ETA: 3:24 - loss: 2422.2351 - logits_profile_predictions_loss: 2302.1360 - logcount_predictions_loss: 1.3586 68/1533 [>.............................] - ETA: 3:24 - loss: 2421.9461 - logits_profile_predictions_loss: 2301.9701 - logcount_predictions_loss: 1.3572 69/1533 [>.............................] - ETA: 3:24 - loss: 2421.5922 - logits_profile_predictions_loss: 2301.7382 - logcount_predictions_loss: 1.3558 70/1533 [>.............................] - ETA: 3:23 - loss: 2421.5800 - logits_profile_predictions_loss: 2301.8437 - logcount_predictions_loss: 1.3545 71/1533 [>.............................] - ETA: 3:23 - loss: 2421.6658 - logits_profile_predictions_loss: 2302.0381 - logcount_predictions_loss: 1.3533 72/1533 [>.............................] - ETA: 3:23 - loss: 2421.8440 - logits_profile_predictions_loss: 2302.3186 - logcount_predictions_loss: 1.3521 73/1533 [>.............................] - ETA: 3:23 - loss: 2422.0065 - logits_profile_predictions_loss: 2302.5771 - logcount_predictions_loss: 1.3510 74/1533 [>.............................] - ETA: 3:23 - loss: 2422.0586 - logits_profile_predictions_loss: 2302.7282 - logcount_predictions_loss: 1.3499 75/1533 [>.............................] - ETA: 3:23 - loss: 2421.9912 - logits_profile_predictions_loss: 2302.7627 - logcount_predictions_loss: 1.3487 76/1533 [>.............................] - ETA: 3:23 - loss: 2421.8631 - logits_profile_predictions_loss: 2302.7335 - logcount_predictions_loss: 1.3476 77/1533 [>.............................] - ETA: 3:22 - loss: 2421.6363 - logits_profile_predictions_loss: 2302.5996 - logcount_predictions_loss: 1.3466 78/1533 [>.............................] - ETA: 3:22 - loss: 2421.3300 - logits_profile_predictions_loss: 2302.3868 - logcount_predictions_loss: 1.3455 79/1533 [>.............................] - ETA: 3:22 - loss: 2420.9908 - logits_profile_predictions_loss: 2302.1422 - logcount_predictions_loss: 1.3444 80/1533 [>.............................] - ETA: 3:22 - loss: 2420.6773 - logits_profile_predictions_loss: 2301.9195 - logcount_predictions_loss: 1.3434 81/1533 [>.............................] - ETA: 3:22 - loss: 2420.3777 - logits_profile_predictions_loss: 2301.7048 - logcount_predictions_loss: 1.3425 82/1533 [>.............................] - ETA: 3:22 - loss: 2420.0702 - logits_profile_predictions_loss: 2301.4875 - logcount_predictions_loss: 1.3414 83/1533 [>.............................] - ETA: 3:22 - loss: 2419.7479 - logits_profile_predictions_loss: 2301.2510 - logcount_predictions_loss: 1.3405 84/1533 [>.............................] - ETA: 3:21 - loss: 2419.4246 - logits_profile_predictions_loss: 2301.0070 - logcount_predictions_loss: 1.3396 85/1533 [>.............................] - ETA: 3:21 - loss: 2419.1103 - logits_profile_predictions_loss: 2300.7739 - logcount_predictions_loss: 1.3386 86/1533 [>.............................] - ETA: 3:21 - loss: 2418.8220 - logits_profile_predictions_loss: 2300.5674 - logcount_predictions_loss: 1.3377 87/1533 [>.............................] - ETA: 3:21 - loss: 2418.4801 - logits_profile_predictions_loss: 2300.3057 - logcount_predictions_loss: 1.3368 88/1533 [>.............................] - ETA: 3:21 - loss: 2418.1248 - logits_profile_predictions_loss: 2300.0302 - logcount_predictions_loss: 1.3359 89/1533 [>.............................] - ETA: 3:21 - loss: 2417.7565 - logits_profile_predictions_loss: 2299.7424 - logcount_predictions_loss: 1.3350 90/1533 [>.............................] - ETA: 3:21 - loss: 2417.3681 - logits_profile_predictions_loss: 2299.4321 - logcount_predictions_loss: 1.3341 91/1533 [>.............................] - ETA: 3:20 - loss: 2416.8903 - logits_profile_predictions_loss: 2299.0346 - logcount_predictions_loss: 1.3332 92/1533 [>.............................] - ETA: 3:20 - loss: 2416.4162 - logits_profile_predictions_loss: 2298.6377 - logcount_predictions_loss: 1.3323 93/1533 [>.............................] - ETA: 3:20 - loss: 2415.9656 - logits_profile_predictions_loss: 2298.2615 - logcount_predictions_loss: 1.3315 94/1533 [>.............................] - ETA: 3:20 - loss: 2415.5258 - logits_profile_predictions_loss: 2297.8952 - logcount_predictions_loss: 1.3307 95/1533 [>.............................] - ETA: 3:20 - loss: 2415.0730 - logits_profile_predictions_loss: 2297.5153 - logcount_predictions_loss: 1.3298 96/1533 [>.............................] - ETA: 3:20 - loss: 2414.5883 - logits_profile_predictions_loss: 2297.1020 - logcount_predictions_loss: 1.3290 97/1533 [>.............................] - ETA: 3:20 - loss: 2414.1642 - logits_profile_predictions_loss: 2296.7455 - logcount_predictions_loss: 1.3283 98/1533 [>.............................] - ETA: 3:19 - loss: 2413.7201 - logits_profile_predictions_loss: 2296.3676 - logcount_predictions_loss: 1.3275 99/1533 [>.............................] - ETA: 3:19 - loss: 2413.3434 - logits_profile_predictions_loss: 2296.0552 - logcount_predictions_loss: 1.3268 100/1533 [>.............................] - ETA: 3:19 - loss: 2412.9229 - logits_profile_predictions_loss: 2295.6974 - logcount_predictions_loss: 1.3261 101/1533 [>.............................] - ETA: 3:19 - loss: 2412.5596 - logits_profile_predictions_loss: 2295.3954 - logcount_predictions_loss: 1.3254 102/1533 [>.............................] - ETA: 3:19 - loss: 2412.2667 - logits_profile_predictions_loss: 2295.1589 - logcount_predictions_loss: 1.3248 103/1533 [=>............................] - ETA: 3:19 - loss: 2412.0059 - logits_profile_predictions_loss: 2294.9537 - logcount_predictions_loss: 1.3241 104/1533 [=>............................] - ETA: 3:19 - loss: 2411.7454 - logits_profile_predictions_loss: 2294.7489 - logcount_predictions_loss: 1.3235 105/1533 [=>............................] - ETA: 3:18 - loss: 2411.5044 - logits_profile_predictions_loss: 2294.5651 - logcount_predictions_loss: 1.3228 106/1533 [=>............................] - ETA: 3:18 - loss: 2411.2751 - logits_profile_predictions_loss: 2294.3942 - logcount_predictions_loss: 1.3222 107/1533 [=>............................] - ETA: 3:18 - loss: 2411.0601 - logits_profile_predictions_loss: 2294.2343 - logcount_predictions_loss: 1.3216 108/1533 [=>............................] - ETA: 3:18 - loss: 2410.8305 - logits_profile_predictions_loss: 2294.0587 - logcount_predictions_loss: 1.3210 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logits_profile_predictions_loss: 2292.7271 - logcount_predictions_loss: 1.3168 116/1533 [=>............................] - ETA: 3:17 - loss: 2408.8548 - logits_profile_predictions_loss: 2292.4989 - logcount_predictions_loss: 1.3162 117/1533 [=>............................] - ETA: 3:17 - loss: 2408.5987 - logits_profile_predictions_loss: 2292.2844 - logcount_predictions_loss: 1.3158 118/1533 [=>............................] - ETA: 3:16 - loss: 2408.3620 - logits_profile_predictions_loss: 2292.0892 - logcount_predictions_loss: 1.3153 119/1533 [=>............................] - ETA: 3:16 - loss: 2408.1146 - logits_profile_predictions_loss: 2291.8822 - logcount_predictions_loss: 1.3148 120/1533 [=>............................] - ETA: 3:16 - loss: 2407.9035 - logits_profile_predictions_loss: 2291.7108 - logcount_predictions_loss: 1.3144 121/1533 [=>............................] - ETA: 3:16 - loss: 2407.7238 - logits_profile_predictions_loss: 2291.5701 - logcount_predictions_loss: 1.3140 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logits_profile_predictions_loss: 2289.5780 - logcount_predictions_loss: 1.3062 142/1533 [=>............................] - ETA: 3:13 - loss: 2404.8926 - logits_profile_predictions_loss: 2289.4558 - logcount_predictions_loss: 1.3058 143/1533 [=>............................] - ETA: 3:13 - loss: 2404.7209 - logits_profile_predictions_loss: 2289.3116 - logcount_predictions_loss: 1.3055 144/1533 [=>............................] - ETA: 3:13 - loss: 2404.5756 - logits_profile_predictions_loss: 2289.1927 - logcount_predictions_loss: 1.3052 145/1533 [=>............................] - ETA: 3:13 - loss: 2404.4117 - logits_profile_predictions_loss: 2289.0536 - logcount_predictions_loss: 1.3050 146/1533 [=>............................] - ETA: 3:13 - loss: 2404.2132 - logits_profile_predictions_loss: 2288.8791 - logcount_predictions_loss: 1.3047 147/1533 [=>............................] - ETA: 3:12 - loss: 2404.0111 - logits_profile_predictions_loss: 2288.7007 - logcount_predictions_loss: 1.3044 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logits_profile_predictions_loss: 2287.4828 - logcount_predictions_loss: 1.3027 155/1533 [==>...........................] - ETA: 3:11 - loss: 2402.4665 - logits_profile_predictions_loss: 2287.3257 - logcount_predictions_loss: 1.3025 156/1533 [==>...........................] - ETA: 3:11 - loss: 2402.2774 - logits_profile_predictions_loss: 2287.1580 - logcount_predictions_loss: 1.3023 157/1533 [==>...........................] - ETA: 3:11 - loss: 2402.0845 - logits_profile_predictions_loss: 2286.9860 - logcount_predictions_loss: 1.3020 158/1533 [==>...........................] - ETA: 3:11 - loss: 2401.8944 - logits_profile_predictions_loss: 2286.8166 - logcount_predictions_loss: 1.3018 159/1533 [==>...........................] - ETA: 3:11 - loss: 2401.7031 - logits_profile_predictions_loss: 2286.6470 - logcount_predictions_loss: 1.3015 160/1533 [==>...........................] - ETA: 3:11 - loss: 2401.5181 - logits_profile_predictions_loss: 2286.4835 - logcount_predictions_loss: 1.3013 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logits_profile_predictions_loss: 2280.7198 - logcount_predictions_loss: 1.2953 207/1533 [===>..........................] - ETA: 3:04 - loss: 2395.2275 - logits_profile_predictions_loss: 2280.7227 - logcount_predictions_loss: 1.2953 208/1533 [===>..........................] - ETA: 3:04 - loss: 2395.2314 - logits_profile_predictions_loss: 2280.7279 - logcount_predictions_loss: 1.2953 209/1533 [===>..........................] - ETA: 3:04 - loss: 2395.2350 - logits_profile_predictions_loss: 2280.7317 - logcount_predictions_loss: 1.2953 210/1533 [===>..........................] - ETA: 3:04 - loss: 2395.2406 - logits_profile_predictions_loss: 2280.7382 - logcount_predictions_loss: 1.2953 211/1533 [===>..........................] - ETA: 3:03 - loss: 2395.2399 - logits_profile_predictions_loss: 2280.7389 - logcount_predictions_loss: 1.2953 212/1533 [===>..........................] - ETA: 3:03 - loss: 2395.2252 - logits_profile_predictions_loss: 2280.7268 - logcount_predictions_loss: 1.2952 213/1533 [===>..........................] - ETA: 3:03 - loss: 2395.2024 - logits_profile_predictions_loss: 2280.7065 - logcount_predictions_loss: 1.2952 214/1533 [===>..........................] - ETA: 3:03 - loss: 2395.1818 - logits_profile_predictions_loss: 2280.6890 - logcount_predictions_loss: 1.2952 215/1533 [===>..........................] - ETA: 3:03 - loss: 2395.1687 - logits_profile_predictions_loss: 2280.6788 - logcount_predictions_loss: 1.2951 216/1533 [===>..........................] - ETA: 3:03 - loss: 2395.1558 - logits_profile_predictions_loss: 2280.6696 - logcount_predictions_loss: 1.2951 217/1533 [===>..........................] - ETA: 3:03 - loss: 2395.1384 - logits_profile_predictions_loss: 2280.6560 - logcount_predictions_loss: 1.2951 218/1533 [===>..........................] - ETA: 3:02 - loss: 2395.1053 - logits_profile_predictions_loss: 2280.6268 - logcount_predictions_loss: 1.2950 219/1533 [===>..........................] - ETA: 3:02 - loss: 2395.0741 - logits_profile_predictions_loss: 2280.5995 - logcount_predictions_loss: 1.2950 220/1533 [===>..........................] - ETA: 3:02 - loss: 2395.0346 - logits_profile_predictions_loss: 2280.5645 - logcount_predictions_loss: 1.2949 221/1533 [===>..........................] - ETA: 3:02 - loss: 2395.0082 - logits_profile_predictions_loss: 2280.5422 - logcount_predictions_loss: 1.2949 222/1533 [===>..........................] - ETA: 3:02 - loss: 2394.9788 - logits_profile_predictions_loss: 2280.5169 - logcount_predictions_loss: 1.2948 223/1533 [===>..........................] - ETA: 3:02 - loss: 2394.9479 - logits_profile_predictions_loss: 2280.4897 - logcount_predictions_loss: 1.2948 224/1533 [===>..........................] - ETA: 3:02 - loss: 2394.9110 - logits_profile_predictions_loss: 2280.4564 - logcount_predictions_loss: 1.2947 225/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8825 - logits_profile_predictions_loss: 2280.4312 - logcount_predictions_loss: 1.2947 226/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8674 - logits_profile_predictions_loss: 2280.4197 - logcount_predictions_loss: 1.2947 227/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8637 - logits_profile_predictions_loss: 2280.4194 - logcount_predictions_loss: 1.2946 228/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8575 - logits_profile_predictions_loss: 2280.4170 - logcount_predictions_loss: 1.2946 229/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8367 - logits_profile_predictions_loss: 2280.3992 - logcount_predictions_loss: 1.2945 230/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8205 - logits_profile_predictions_loss: 2280.3858 - logcount_predictions_loss: 1.2945 231/1533 [===>..........................] - ETA: 3:01 - loss: 2394.8029 - logits_profile_predictions_loss: 2280.3709 - logcount_predictions_loss: 1.2945 232/1533 [===>..........................] - ETA: 3:00 - loss: 2394.7895 - logits_profile_predictions_loss: 2280.3603 - logcount_predictions_loss: 1.2945 233/1533 [===>..........................] - ETA: 3:00 - loss: 2394.7680 - logits_profile_predictions_loss: 2280.3415 - logcount_predictions_loss: 1.2944 234/1533 [===>..........................] - ETA: 3:00 - loss: 2394.7517 - logits_profile_predictions_loss: 2280.3282 - logcount_predictions_loss: 1.2944 235/1533 [===>..........................] - ETA: 3:00 - loss: 2394.7294 - logits_profile_predictions_loss: 2280.3092 - logcount_predictions_loss: 1.2944 236/1533 [===>..........................] - ETA: 3:00 - loss: 2394.7132 - logits_profile_predictions_loss: 2280.2962 - logcount_predictions_loss: 1.2943 237/1533 [===>..........................] - ETA: 3:00 - loss: 2394.6991 - logits_profile_predictions_loss: 2280.2848 - logcount_predictions_loss: 1.2943 238/1533 [===>..........................] - ETA: 3:00 - loss: 2394.6856 - logits_profile_predictions_loss: 2280.2741 - logcount_predictions_loss: 1.2943 239/1533 [===>..........................] - ETA: 3:00 - loss: 2394.6745 - logits_profile_predictions_loss: 2280.2657 - logcount_predictions_loss: 1.2942 240/1533 [===>..........................] - ETA: 2:59 - loss: 2394.6626 - logits_profile_predictions_loss: 2280.2556 - logcount_predictions_loss: 1.2942 241/1533 [===>..........................] - ETA: 2:59 - loss: 2394.6449 - logits_profile_predictions_loss: 2280.2401 - logcount_predictions_loss: 1.2942 242/1533 [===>..........................] - ETA: 2:59 - loss: 2394.6324 - logits_profile_predictions_loss: 2280.2304 - logcount_predictions_loss: 1.2941 243/1533 [===>..........................] - ETA: 2:59 - loss: 2394.6180 - logits_profile_predictions_loss: 2280.2187 - logcount_predictions_loss: 1.2941 244/1533 [===>..........................] - ETA: 2:59 - loss: 2394.5954 - logits_profile_predictions_loss: 2280.1995 - logcount_predictions_loss: 1.2941 245/1533 [===>..........................] - ETA: 2:59 - loss: 2394.5757 - logits_profile_predictions_loss: 2280.1840 - logcount_predictions_loss: 1.2940 246/1533 [===>..........................] - ETA: 2:59 - loss: 2394.5457 - logits_profile_predictions_loss: 2280.1587 - logcount_predictions_loss: 1.2940 247/1533 [===>..........................] - ETA: 2:58 - loss: 2394.5172 - logits_profile_predictions_loss: 2280.1349 - logcount_predictions_loss: 1.2939 248/1533 [===>..........................] - ETA: 2:58 - loss: 2394.4871 - logits_profile_predictions_loss: 2280.1091 - logcount_predictions_loss: 1.2939 249/1533 [===>..........................] - ETA: 2:58 - loss: 2394.4576 - logits_profile_predictions_loss: 2280.0842 - logcount_predictions_loss: 1.2938 250/1533 [===>..........................] - ETA: 2:58 - loss: 2394.4333 - logits_profile_predictions_loss: 2280.0645 - logcount_predictions_loss: 1.2938 251/1533 [===>..........................] - ETA: 2:58 - loss: 2394.4097 - logits_profile_predictions_loss: 2280.0454 - logcount_predictions_loss: 1.2937 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logits_profile_predictions_loss: 2279.8964 - logcount_predictions_loss: 1.2934 259/1533 [====>.........................] - ETA: 2:57 - loss: 2394.2086 - logits_profile_predictions_loss: 2279.8771 - logcount_predictions_loss: 1.2933 260/1533 [====>.........................] - ETA: 2:57 - loss: 2394.1819 - logits_profile_predictions_loss: 2279.8549 - logcount_predictions_loss: 1.2933 261/1533 [====>.........................] - ETA: 2:56 - loss: 2394.1505 - logits_profile_predictions_loss: 2279.8279 - logcount_predictions_loss: 1.2932 262/1533 [====>.........................] - ETA: 2:56 - loss: 2394.1173 - logits_profile_predictions_loss: 2279.7994 - logcount_predictions_loss: 1.2932 263/1533 [====>.........................] - ETA: 2:56 - loss: 2394.0889 - logits_profile_predictions_loss: 2279.7757 - logcount_predictions_loss: 1.2931 264/1533 [====>.........................] - ETA: 2:56 - loss: 2394.0533 - logits_profile_predictions_loss: 2279.7450 - logcount_predictions_loss: 1.2931 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logits_profile_predictions_loss: 2279.6069 - logcount_predictions_loss: 1.2927 272/1533 [====>.........................] - ETA: 2:55 - loss: 2393.8542 - logits_profile_predictions_loss: 2279.5884 - logcount_predictions_loss: 1.2926 273/1533 [====>.........................] - ETA: 2:55 - loss: 2393.8306 - logits_profile_predictions_loss: 2279.5703 - logcount_predictions_loss: 1.2925 274/1533 [====>.........................] - ETA: 2:55 - loss: 2393.8015 - logits_profile_predictions_loss: 2279.5471 - logcount_predictions_loss: 1.2925 275/1533 [====>.........................] - ETA: 2:55 - loss: 2393.7729 - logits_profile_predictions_loss: 2279.5241 - logcount_predictions_loss: 1.2924 276/1533 [====>.........................] - ETA: 2:54 - loss: 2393.7504 - logits_profile_predictions_loss: 2279.5071 - logcount_predictions_loss: 1.2923 277/1533 [====>.........................] - ETA: 2:54 - loss: 2393.7315 - logits_profile_predictions_loss: 2279.4934 - logcount_predictions_loss: 1.2923 278/1533 [====>.........................] - ETA: 2:54 - loss: 2393.7073 - logits_profile_predictions_loss: 2279.4743 - logcount_predictions_loss: 1.2922 279/1533 [====>.........................] - ETA: 2:54 - loss: 2393.6892 - logits_profile_predictions_loss: 2279.4617 - logcount_predictions_loss: 1.2922 280/1533 [====>.........................] - ETA: 2:54 - loss: 2393.6718 - logits_profile_predictions_loss: 2279.4496 - logcount_predictions_loss: 1.2921 281/1533 [====>.........................] - ETA: 2:54 - loss: 2393.6657 - logits_profile_predictions_loss: 2279.4490 - logcount_predictions_loss: 1.2920 282/1533 [====>.........................] - ETA: 2:54 - loss: 2393.6620 - logits_profile_predictions_loss: 2279.4508 - logcount_predictions_loss: 1.2920 283/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6572 - logits_profile_predictions_loss: 2279.4516 - logcount_predictions_loss: 1.2919 284/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6510 - logits_profile_predictions_loss: 2279.4512 - logcount_predictions_loss: 1.2919 285/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6516 - logits_profile_predictions_loss: 2279.4581 - logcount_predictions_loss: 1.2918 286/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6548 - logits_profile_predictions_loss: 2279.4675 - logcount_predictions_loss: 1.2917 287/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6618 - logits_profile_predictions_loss: 2279.4808 - logcount_predictions_loss: 1.2916 288/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6741 - logits_profile_predictions_loss: 2279.4989 - logcount_predictions_loss: 1.2916 289/1533 [====>.........................] - ETA: 2:53 - loss: 2393.6867 - logits_profile_predictions_loss: 2279.5171 - logcount_predictions_loss: 1.2915 290/1533 [====>.........................] - ETA: 2:52 - loss: 2393.6950 - logits_profile_predictions_loss: 2279.5311 - logcount_predictions_loss: 1.2914 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logcount_predictions_loss: 1.2796 1514/1533 [============================>.] - ETA: 2s - loss: 2389.6035 - logits_profile_predictions_loss: 2276.4879 - logcount_predictions_loss: 1.2796 1515/1533 [============================>.] - ETA: 2s - loss: 2389.6000 - logits_profile_predictions_loss: 2276.4851 - logcount_predictions_loss: 1.2796 1516/1533 [============================>.] - ETA: 2s - loss: 2389.5966 - logits_profile_predictions_loss: 2276.4823 - logcount_predictions_loss: 1.2796 1517/1533 [============================>.] - ETA: 2s - loss: 2389.5934 - logits_profile_predictions_loss: 2276.4797 - logcount_predictions_loss: 1.2796 1518/1533 [============================>.] - ETA: 2s - loss: 2389.5899 - logits_profile_predictions_loss: 2276.4768 - logcount_predictions_loss: 1.2796 1519/1533 [============================>.] - ETA: 1s - loss: 2389.5866 - logits_profile_predictions_loss: 2276.4742 - logcount_predictions_loss: 1.2796 1520/1533 [============================>.] - ETA: 1s - 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logcount_predictions_loss: 1.2795 1527/1533 [============================>.] - ETA: 0s - loss: 2389.5598 - logits_profile_predictions_loss: 2276.4525 - logcount_predictions_loss: 1.2795 1528/1533 [============================>.] - ETA: 0s - loss: 2389.5566 - logits_profile_predictions_loss: 2276.4500 - logcount_predictions_loss: 1.2795 1529/1533 [============================>.] - ETA: 0s - loss: 2389.5537 - logits_profile_predictions_loss: 2276.4477 - logcount_predictions_loss: 1.2795 1530/1533 [============================>.] - ETA: 0s - loss: 2389.5505 - logits_profile_predictions_loss: 2276.4451 - logcount_predictions_loss: 1.2795 1531/1533 [============================>.] - ETA: 0s - loss: 2389.5473 - logits_profile_predictions_loss: 2276.4426 - logcount_predictions_loss: 1.2795 1532/1533 [============================>.] - ETA: 0s - loss: 2389.5441 - logits_profile_predictions_loss: 2276.4401 - logcount_predictions_loss: 1.2795 1533/1533 [==============================] - ETA: 0s - loss: 2389.5411 - logits_profile_predictions_loss: 2276.4377 - logcount_predictions_loss: 1.2795 1533/1533 [==============================] - 227s 148ms/step - loss: 2389.5381 - logits_profile_predictions_loss: 2276.4353 - logcount_predictions_loss: 1.2794 - val_loss: 2851.3103 - val_logits_profile_predictions_loss: 2739.3132 - val_logcount_predictions_loss: 1.2669 Epoch 00006: val_loss improved from 2998.56055 to 2851.31030, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 7/50 1/1533 [..............................] - ETA: 3:57 - loss: 2147.0942 - logits_profile_predictions_loss: 2017.7908 - logcount_predictions_loss: 1.4627 2/1533 [..............................] - ETA: 3:36 - loss: 2040.3687 - logits_profile_predictions_loss: 1921.3624 - logcount_predictions_loss: 1.3462 3/1533 [..............................] - ETA: 3:34 - loss: 2008.5894 - logits_profile_predictions_loss: 1894.5212 - logcount_predictions_loss: 1.2904 4/1533 [..............................] - ETA: 3:33 - loss: 2038.8195 - logits_profile_predictions_loss: 1926.6243 - logcount_predictions_loss: 1.2692 5/1533 [..............................] - ETA: 3:33 - loss: 2077.1828 - logits_profile_predictions_loss: 1966.5321 - logcount_predictions_loss: 1.2517 6/1533 [..............................] - ETA: 3:32 - loss: 2103.9821 - logits_profile_predictions_loss: 1994.2703 - logcount_predictions_loss: 1.2411 7/1533 [..............................] - ETA: 3:32 - loss: 2123.0195 - logits_profile_predictions_loss: 2013.5007 - logcount_predictions_loss: 1.2389 8/1533 [..............................] - ETA: 3:32 - loss: 2133.8228 - logits_profile_predictions_loss: 2024.5630 - logcount_predictions_loss: 1.2360 9/1533 [..............................] - ETA: 3:32 - loss: 2142.9307 - logits_profile_predictions_loss: 2034.0518 - logcount_predictions_loss: 1.2317 10/1533 [..............................] - ETA: 3:32 - loss: 2149.9746 - logits_profile_predictions_loss: 2041.8193 - logcount_predictions_loss: 1.2235 11/1533 [..............................] - ETA: 3:32 - loss: 2158.3976 - logits_profile_predictions_loss: 2050.9405 - logcount_predictions_loss: 1.2156 12/1533 [..............................] - ETA: 3:31 - loss: 2170.5881 - logits_profile_predictions_loss: 2063.5039 - logcount_predictions_loss: 1.2114 13/1533 [..............................] - ETA: 3:31 - loss: 2180.9277 - logits_profile_predictions_loss: 2074.1566 - logcount_predictions_loss: 1.2078 14/1533 [..............................] - ETA: 3:31 - loss: 2193.5643 - logits_profile_predictions_loss: 2087.1017 - logcount_predictions_loss: 1.2043 15/1533 [..............................] - ETA: 3:31 - loss: 2204.3910 - logits_profile_predictions_loss: 2098.1823 - logcount_predictions_loss: 1.2015 16/1533 [..............................] - ETA: 3:31 - loss: 2212.6136 - logits_profile_predictions_loss: 2106.6784 - logcount_predictions_loss: 1.1984 17/1533 [..............................] - ETA: 3:31 - loss: 2218.2218 - logits_profile_predictions_loss: 2112.3627 - logcount_predictions_loss: 1.1975 18/1533 [..............................] - ETA: 3:30 - loss: 2221.9874 - logits_profile_predictions_loss: 2116.2373 - logcount_predictions_loss: 1.1963 19/1533 [..............................] - ETA: 3:30 - loss: 2225.8861 - logits_profile_predictions_loss: 2120.2118 - logcount_predictions_loss: 1.1954 20/1533 [..............................] - ETA: 3:30 - loss: 2229.6480 - logits_profile_predictions_loss: 2123.9819 - logcount_predictions_loss: 1.1953 21/1533 [..............................] - ETA: 3:30 - loss: 2232.5574 - logits_profile_predictions_loss: 2126.8507 - logcount_predictions_loss: 1.1958 22/1533 [..............................] - ETA: 3:30 - loss: 2234.6520 - logits_profile_predictions_loss: 2128.9486 - logcount_predictions_loss: 1.1957 23/1533 [..............................] - ETA: 3:30 - loss: 2236.6931 - logits_profile_predictions_loss: 2130.9423 - logcount_predictions_loss: 1.1963 24/1533 [..............................] - ETA: 3:29 - loss: 2238.9510 - logits_profile_predictions_loss: 2133.1710 - logcount_predictions_loss: 1.1966 25/1533 [..............................] - ETA: 3:29 - loss: 2240.6552 - logits_profile_predictions_loss: 2134.8710 - logcount_predictions_loss: 1.1967 26/1533 [..............................] - ETA: 3:29 - loss: 2242.2777 - logits_profile_predictions_loss: 2136.4408 - logcount_predictions_loss: 1.1973 27/1533 [..............................] - ETA: 3:29 - loss: 2243.9539 - logits_profile_predictions_loss: 2138.0459 - logcount_predictions_loss: 1.1981 28/1533 [..............................] - ETA: 3:29 - loss: 2245.6722 - logits_profile_predictions_loss: 2139.6784 - logcount_predictions_loss: 1.1990 29/1533 [..............................] - ETA: 3:29 - loss: 2247.3141 - logits_profile_predictions_loss: 2141.2026 - logcount_predictions_loss: 1.2004 30/1533 [..............................] - ETA: 3:29 - loss: 2248.8881 - logits_profile_predictions_loss: 2142.6403 - logcount_predictions_loss: 1.2019 31/1533 [..............................] - ETA: 3:28 - loss: 2249.8622 - logits_profile_predictions_loss: 2143.5124 - logcount_predictions_loss: 1.2031 32/1533 [..............................] - ETA: 3:28 - loss: 2250.7528 - logits_profile_predictions_loss: 2144.2805 - logcount_predictions_loss: 1.2044 33/1533 [..............................] - ETA: 3:28 - loss: 2251.3334 - logits_profile_predictions_loss: 2144.7299 - logcount_predictions_loss: 1.2059 34/1533 [..............................] - ETA: 3:28 - loss: 2251.1805 - logits_profile_predictions_loss: 2144.4702 - logcount_predictions_loss: 1.2071 35/1533 [..............................] - ETA: 3:28 - loss: 2250.8612 - logits_profile_predictions_loss: 2144.0414 - logcount_predictions_loss: 1.2084 36/1533 [..............................] - ETA: 3:28 - loss: 2250.0765 - logits_profile_predictions_loss: 2143.1769 - logcount_predictions_loss: 1.2093 37/1533 [..............................] - ETA: 3:28 - loss: 2249.3146 - logits_profile_predictions_loss: 2142.3286 - logcount_predictions_loss: 1.2103 38/1533 [..............................] - ETA: 3:27 - loss: 2248.8773 - logits_profile_predictions_loss: 2141.8127 - logcount_predictions_loss: 1.2111 39/1533 [..............................] - ETA: 3:27 - loss: 2248.7062 - logits_profile_predictions_loss: 2141.5945 - logcount_predictions_loss: 1.2117 40/1533 [..............................] - ETA: 3:27 - loss: 2248.6416 - logits_profile_predictions_loss: 2141.4589 - logcount_predictions_loss: 1.2125 41/1533 [..............................] - ETA: 3:27 - loss: 2248.2919 - logits_profile_predictions_loss: 2141.0145 - logcount_predictions_loss: 1.2135 42/1533 [..............................] - ETA: 3:27 - loss: 2248.4047 - logits_profile_predictions_loss: 2141.0512 - logcount_predictions_loss: 1.2144 43/1533 [..............................] - ETA: 3:27 - loss: 2248.1971 - logits_profile_predictions_loss: 2140.7767 - logcount_predictions_loss: 1.2152 44/1533 [..............................] - ETA: 3:27 - loss: 2247.8800 - logits_profile_predictions_loss: 2140.3994 - logcount_predictions_loss: 1.2158 45/1533 [..............................] - ETA: 3:26 - loss: 2247.8090 - logits_profile_predictions_loss: 2140.2604 - logcount_predictions_loss: 1.2166 46/1533 [..............................] - ETA: 3:26 - loss: 2247.4803 - logits_profile_predictions_loss: 2139.8711 - logcount_predictions_loss: 1.2173 47/1533 [..............................] - ETA: 3:26 - loss: 2246.9418 - logits_profile_predictions_loss: 2139.2800 - logcount_predictions_loss: 1.2179 48/1533 [..............................] - ETA: 3:26 - loss: 2246.6345 - logits_profile_predictions_loss: 2138.9231 - logcount_predictions_loss: 1.2185 49/1533 [..............................] - ETA: 3:26 - loss: 2246.2775 - 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[>.............................] - ETA: 3:25 - loss: 2244.0895 - logits_profile_predictions_loss: 2136.1977 - logcount_predictions_loss: 1.2205 57/1533 [>.............................] - ETA: 3:25 - loss: 2243.9078 - logits_profile_predictions_loss: 2136.0149 - logcount_predictions_loss: 1.2205 58/1533 [>.............................] - ETA: 3:25 - loss: 2243.6330 - logits_profile_predictions_loss: 2135.7494 - logcount_predictions_loss: 1.2204 59/1533 [>.............................] - ETA: 3:24 - loss: 2243.4261 - logits_profile_predictions_loss: 2135.5541 - logcount_predictions_loss: 1.2203 60/1533 [>.............................] - ETA: 3:24 - loss: 2243.3655 - logits_profile_predictions_loss: 2135.5058 - logcount_predictions_loss: 1.2201 61/1533 [>.............................] - ETA: 3:24 - loss: 2243.5460 - logits_profile_predictions_loss: 2135.6945 - logcount_predictions_loss: 1.2200 62/1533 [>.............................] - ETA: 3:24 - loss: 2243.8157 - 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[>.............................] - ETA: 3:23 - loss: 2246.3079 - logits_profile_predictions_loss: 2138.5211 - logcount_predictions_loss: 1.2193 70/1533 [>.............................] - ETA: 3:23 - loss: 2246.7064 - logits_profile_predictions_loss: 2138.9220 - logcount_predictions_loss: 1.2193 71/1533 [>.............................] - ETA: 3:23 - loss: 2247.0787 - logits_profile_predictions_loss: 2139.2894 - logcount_predictions_loss: 1.2193 72/1533 [>.............................] - ETA: 3:23 - loss: 2247.3677 - logits_profile_predictions_loss: 2139.5702 - logcount_predictions_loss: 1.2194 73/1533 [>.............................] - ETA: 3:23 - loss: 2247.5714 - logits_profile_predictions_loss: 2139.7701 - logcount_predictions_loss: 1.2195 74/1533 [>.............................] - ETA: 3:22 - loss: 2247.7703 - logits_profile_predictions_loss: 2139.9658 - logcount_predictions_loss: 1.2195 75/1533 [>.............................] - ETA: 3:22 - loss: 2247.9390 - 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[>.............................] - ETA: 3:21 - loss: 2249.5339 - logits_profile_predictions_loss: 2141.7811 - logcount_predictions_loss: 1.2189 83/1533 [>.............................] - ETA: 3:21 - loss: 2250.0055 - logits_profile_predictions_loss: 2142.2608 - logcount_predictions_loss: 1.2188 84/1533 [>.............................] - ETA: 3:21 - loss: 2250.3843 - logits_profile_predictions_loss: 2142.6506 - logcount_predictions_loss: 1.2187 85/1533 [>.............................] - ETA: 3:21 - loss: 2250.8255 - logits_profile_predictions_loss: 2143.1076 - logcount_predictions_loss: 1.2185 86/1533 [>.............................] - ETA: 3:21 - loss: 2251.2507 - logits_profile_predictions_loss: 2143.5488 - logcount_predictions_loss: 1.2183 87/1533 [>.............................] - ETA: 3:21 - loss: 2251.6637 - logits_profile_predictions_loss: 2143.9704 - logcount_predictions_loss: 1.2183 88/1533 [>.............................] - ETA: 3:20 - loss: 2252.0552 - 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[>.............................] - ETA: 3:20 - loss: 2255.9872 - logits_profile_predictions_loss: 2148.2381 - logcount_predictions_loss: 1.2189 96/1533 [>.............................] - ETA: 3:20 - loss: 2256.6260 - logits_profile_predictions_loss: 2148.8566 - logcount_predictions_loss: 1.2191 97/1533 [>.............................] - ETA: 3:20 - loss: 2257.2836 - logits_profile_predictions_loss: 2149.4929 - logcount_predictions_loss: 1.2194 98/1533 [>.............................] - ETA: 3:19 - loss: 2257.9314 - logits_profile_predictions_loss: 2150.1197 - logcount_predictions_loss: 1.2196 99/1533 [>.............................] - ETA: 3:19 - loss: 2258.6590 - logits_profile_predictions_loss: 2150.8285 - logcount_predictions_loss: 1.2198 100/1533 [>.............................] - ETA: 3:19 - loss: 2259.3413 - logits_profile_predictions_loss: 2151.4958 - logcount_predictions_loss: 1.2200 101/1533 [>.............................] - ETA: 3:19 - loss: 2259.9904 - logits_profile_predictions_loss: 2152.1279 - logcount_predictions_loss: 1.2202 102/1533 [>.............................] - ETA: 3:19 - loss: 2260.6355 - logits_profile_predictions_loss: 2152.7557 - logcount_predictions_loss: 1.2204 103/1533 [=>............................] - ETA: 3:19 - loss: 2261.2518 - logits_profile_predictions_loss: 2153.3549 - logcount_predictions_loss: 1.2206 104/1533 [=>............................] - ETA: 3:19 - loss: 2261.8492 - logits_profile_predictions_loss: 2153.9336 - logcount_predictions_loss: 1.2208 105/1533 [=>............................] - ETA: 3:18 - loss: 2262.4835 - logits_profile_predictions_loss: 2154.5490 - logcount_predictions_loss: 1.2210 106/1533 [=>............................] - ETA: 3:18 - loss: 2263.1690 - logits_profile_predictions_loss: 2155.2159 - logcount_predictions_loss: 1.2212 107/1533 [=>............................] - ETA: 3:18 - loss: 2263.8944 - logits_profile_predictions_loss: 2155.9222 - logcount_predictions_loss: 1.2214 108/1533 [=>............................] - ETA: 3:18 - loss: 2264.6296 - logits_profile_predictions_loss: 2156.6375 - logcount_predictions_loss: 1.2216 109/1533 [=>............................] - ETA: 3:18 - loss: 2265.3130 - logits_profile_predictions_loss: 2157.2992 - logcount_predictions_loss: 1.2219 110/1533 [=>............................] - ETA: 3:18 - loss: 2266.0422 - logits_profile_predictions_loss: 2158.0073 - logcount_predictions_loss: 1.2221 111/1533 [=>............................] - ETA: 3:18 - loss: 2266.7595 - logits_profile_predictions_loss: 2158.7067 - logcount_predictions_loss: 1.2223 112/1533 [=>............................] - ETA: 3:17 - loss: 2267.4754 - logits_profile_predictions_loss: 2159.4055 - logcount_predictions_loss: 1.2225 113/1533 [=>............................] - ETA: 3:17 - loss: 2268.1802 - logits_profile_predictions_loss: 2160.0932 - logcount_predictions_loss: 1.2227 114/1533 [=>............................] - ETA: 3:17 - loss: 2268.8318 - logits_profile_predictions_loss: 2160.7283 - logcount_predictions_loss: 1.2229 115/1533 [=>............................] - ETA: 3:17 - loss: 2269.4776 - logits_profile_predictions_loss: 2161.3586 - logcount_predictions_loss: 1.2231 116/1533 [=>............................] - ETA: 3:17 - loss: 2270.0590 - logits_profile_predictions_loss: 2161.9233 - logcount_predictions_loss: 1.2233 117/1533 [=>............................] - ETA: 3:17 - loss: 2270.6472 - logits_profile_predictions_loss: 2162.4949 - logcount_predictions_loss: 1.2234 118/1533 [=>............................] - ETA: 3:17 - loss: 2271.2253 - logits_profile_predictions_loss: 2163.0556 - logcount_predictions_loss: 1.2236 119/1533 [=>............................] - ETA: 3:16 - loss: 2271.8088 - logits_profile_predictions_loss: 2163.6211 - logcount_predictions_loss: 1.2238 120/1533 [=>............................] - ETA: 3:16 - loss: 2272.3899 - logits_profile_predictions_loss: 2164.1839 - logcount_predictions_loss: 1.2241 121/1533 [=>............................] - ETA: 3:16 - loss: 2272.9660 - logits_profile_predictions_loss: 2164.7421 - logcount_predictions_loss: 1.2243 122/1533 [=>............................] - ETA: 3:16 - loss: 2273.5159 - logits_profile_predictions_loss: 2165.2744 - logcount_predictions_loss: 1.2245 123/1533 [=>............................] - ETA: 3:16 - loss: 2274.0423 - logits_profile_predictions_loss: 2165.7846 - logcount_predictions_loss: 1.2246 124/1533 [=>............................] - ETA: 3:16 - loss: 2274.5788 - logits_profile_predictions_loss: 2166.3057 - logcount_predictions_loss: 1.2248 125/1533 [=>............................] - ETA: 3:16 - loss: 2275.1108 - logits_profile_predictions_loss: 2166.8248 - logcount_predictions_loss: 1.2250 126/1533 [=>............................] - ETA: 3:15 - loss: 2275.6171 - logits_profile_predictions_loss: 2167.3179 - logcount_predictions_loss: 1.2251 127/1533 [=>............................] - ETA: 3:15 - loss: 2276.1011 - logits_profile_predictions_loss: 2167.7901 - logcount_predictions_loss: 1.2252 128/1533 [=>............................] - ETA: 3:15 - loss: 2276.5590 - logits_profile_predictions_loss: 2168.2352 - logcount_predictions_loss: 1.2254 129/1533 [=>............................] - ETA: 3:15 - loss: 2276.9711 - logits_profile_predictions_loss: 2168.6338 - logcount_predictions_loss: 1.2255 130/1533 [=>............................] - ETA: 3:15 - loss: 2277.3756 - logits_profile_predictions_loss: 2169.0261 - logcount_predictions_loss: 1.2257 131/1533 [=>............................] - ETA: 3:15 - loss: 2277.7839 - logits_profile_predictions_loss: 2169.4231 - logcount_predictions_loss: 1.2258 132/1533 [=>............................] - ETA: 3:15 - loss: 2278.1691 - logits_profile_predictions_loss: 2169.7966 - logcount_predictions_loss: 1.2259 133/1533 [=>............................] - ETA: 3:14 - loss: 2278.5266 - logits_profile_predictions_loss: 2170.1422 - logcount_predictions_loss: 1.2261 134/1533 [=>............................] - ETA: 3:14 - loss: 2278.8602 - logits_profile_predictions_loss: 2170.4640 - logcount_predictions_loss: 1.2262 135/1533 [=>............................] - ETA: 3:14 - loss: 2279.1664 - logits_profile_predictions_loss: 2170.7584 - logcount_predictions_loss: 1.2263 136/1533 [=>............................] - ETA: 3:14 - loss: 2279.4449 - logits_profile_predictions_loss: 2171.0270 - logcount_predictions_loss: 1.2264 137/1533 [=>............................] - ETA: 3:14 - loss: 2279.7184 - logits_profile_predictions_loss: 2171.2913 - logcount_predictions_loss: 1.2266 138/1533 [=>............................] - ETA: 3:14 - loss: 2280.0070 - logits_profile_predictions_loss: 2171.5714 - logcount_predictions_loss: 1.2266 139/1533 [=>............................] - ETA: 3:14 - loss: 2280.2722 - logits_profile_predictions_loss: 2171.8277 - logcount_predictions_loss: 1.2268 140/1533 [=>............................] - ETA: 3:13 - loss: 2280.5520 - logits_profile_predictions_loss: 2172.0990 - logcount_predictions_loss: 1.2268 141/1533 [=>............................] - ETA: 3:13 - loss: 2280.8135 - logits_profile_predictions_loss: 2172.3527 - logcount_predictions_loss: 1.2269 142/1533 [=>............................] - ETA: 3:13 - loss: 2281.0744 - logits_profile_predictions_loss: 2172.6071 - logcount_predictions_loss: 1.2270 143/1533 [=>............................] - ETA: 3:13 - loss: 2281.3420 - logits_profile_predictions_loss: 2172.8692 - logcount_predictions_loss: 1.2271 144/1533 [=>............................] - ETA: 3:13 - loss: 2281.6117 - logits_profile_predictions_loss: 2173.1333 - logcount_predictions_loss: 1.2271 145/1533 [=>............................] - ETA: 3:13 - loss: 2281.8686 - logits_profile_predictions_loss: 2173.3862 - logcount_predictions_loss: 1.2272 146/1533 [=>............................] - ETA: 3:13 - loss: 2282.0958 - logits_profile_predictions_loss: 2173.6089 - logcount_predictions_loss: 1.2272 147/1533 [=>............................] - ETA: 3:12 - loss: 2282.3102 - logits_profile_predictions_loss: 2173.8191 - logcount_predictions_loss: 1.2273 148/1533 [=>............................] - ETA: 3:12 - loss: 2282.5301 - logits_profile_predictions_loss: 2174.0350 - logcount_predictions_loss: 1.2273 149/1533 [=>............................] - ETA: 3:12 - loss: 2282.7528 - logits_profile_predictions_loss: 2174.2537 - logcount_predictions_loss: 1.2274 150/1533 [=>............................] - ETA: 3:12 - loss: 2282.9507 - logits_profile_predictions_loss: 2174.4484 - logcount_predictions_loss: 1.2274 151/1533 [=>............................] - ETA: 3:12 - loss: 2283.1379 - logits_profile_predictions_loss: 2174.6332 - logcount_predictions_loss: 1.2274 152/1533 [=>............................] - ETA: 3:12 - loss: 2283.3227 - logits_profile_predictions_loss: 2174.8174 - logcount_predictions_loss: 1.2274 153/1533 [=>............................] - ETA: 3:12 - loss: 2283.4866 - logits_profile_predictions_loss: 2174.9808 - logcount_predictions_loss: 1.2274 154/1533 [==>...........................] - ETA: 3:11 - loss: 2283.6349 - logits_profile_predictions_loss: 2175.1293 - logcount_predictions_loss: 1.2274 155/1533 [==>...........................] - ETA: 3:11 - loss: 2283.7794 - logits_profile_predictions_loss: 2175.2715 - logcount_predictions_loss: 1.2275 156/1533 [==>...........................] - ETA: 3:11 - loss: 2283.9165 - logits_profile_predictions_loss: 2175.4053 - logcount_predictions_loss: 1.2275 157/1533 [==>...........................] - ETA: 3:11 - loss: 2284.0843 - logits_profile_predictions_loss: 2175.5696 - logcount_predictions_loss: 1.2275 158/1533 [==>...........................] - ETA: 3:11 - loss: 2284.2448 - logits_profile_predictions_loss: 2175.7258 - logcount_predictions_loss: 1.2276 159/1533 [==>...........................] - ETA: 3:11 - loss: 2284.4248 - logits_profile_predictions_loss: 2175.9026 - logcount_predictions_loss: 1.2276 160/1533 [==>...........................] - ETA: 3:11 - loss: 2284.6201 - logits_profile_predictions_loss: 2176.0956 - logcount_predictions_loss: 1.2277 161/1533 [==>...........................] - ETA: 3:11 - loss: 2284.8200 - logits_profile_predictions_loss: 2176.2931 - logcount_predictions_loss: 1.2277 162/1533 [==>...........................] - ETA: 3:10 - loss: 2285.0382 - logits_profile_predictions_loss: 2176.5085 - logcount_predictions_loss: 1.2277 163/1533 [==>...........................] - ETA: 3:10 - loss: 2285.2502 - logits_profile_predictions_loss: 2176.7178 - logcount_predictions_loss: 1.2277 164/1533 [==>...........................] - ETA: 3:10 - loss: 2285.4990 - logits_profile_predictions_loss: 2176.9640 - logcount_predictions_loss: 1.2278 165/1533 [==>...........................] - ETA: 3:10 - loss: 2285.7560 - logits_profile_predictions_loss: 2177.2178 - logcount_predictions_loss: 1.2278 166/1533 [==>...........................] - ETA: 3:10 - loss: 2286.0141 - logits_profile_predictions_loss: 2177.4729 - logcount_predictions_loss: 1.2278 167/1533 [==>...........................] - ETA: 3:10 - loss: 2286.2505 - logits_profile_predictions_loss: 2177.7068 - logcount_predictions_loss: 1.2279 168/1533 [==>...........................] - ETA: 3:10 - loss: 2286.4939 - logits_profile_predictions_loss: 2177.9475 - logcount_predictions_loss: 1.2279 169/1533 [==>...........................] - ETA: 3:09 - loss: 2286.7307 - logits_profile_predictions_loss: 2178.1825 - logcount_predictions_loss: 1.2279 170/1533 [==>...........................] - ETA: 3:09 - loss: 2286.9899 - logits_profile_predictions_loss: 2178.4408 - logcount_predictions_loss: 1.2279 171/1533 [==>...........................] - ETA: 3:09 - loss: 2287.2584 - logits_profile_predictions_loss: 2178.7080 - logcount_predictions_loss: 1.2279 172/1533 [==>...........................] - ETA: 3:09 - loss: 2287.5306 - logits_profile_predictions_loss: 2178.9790 - logcount_predictions_loss: 1.2280 173/1533 [==>...........................] - ETA: 3:09 - loss: 2287.8108 - logits_profile_predictions_loss: 2179.2584 - logcount_predictions_loss: 1.2280 174/1533 [==>...........................] - ETA: 3:09 - loss: 2288.0865 - logits_profile_predictions_loss: 2179.5335 - logcount_predictions_loss: 1.2280 175/1533 [==>...........................] - ETA: 3:09 - loss: 2288.3704 - logits_profile_predictions_loss: 2179.8176 - logcount_predictions_loss: 1.2280 176/1533 [==>...........................] - ETA: 3:08 - loss: 2288.6555 - logits_profile_predictions_loss: 2180.1028 - logcount_predictions_loss: 1.2280 177/1533 [==>...........................] - ETA: 3:08 - loss: 2288.9334 - logits_profile_predictions_loss: 2180.3806 - logcount_predictions_loss: 1.2280 178/1533 [==>...........................] - ETA: 3:08 - loss: 2289.2044 - logits_profile_predictions_loss: 2180.6501 - logcount_predictions_loss: 1.2280 179/1533 [==>...........................] - ETA: 3:08 - loss: 2289.4688 - logits_profile_predictions_loss: 2180.9141 - logcount_predictions_loss: 1.2280 180/1533 [==>...........................] - ETA: 3:08 - loss: 2289.7289 - logits_profile_predictions_loss: 2181.1718 - logcount_predictions_loss: 1.2280 181/1533 [==>...........................] - ETA: 3:08 - loss: 2289.9816 - logits_profile_predictions_loss: 2181.4227 - logcount_predictions_loss: 1.2280 182/1533 [==>...........................] - ETA: 3:08 - loss: 2290.2210 - logits_profile_predictions_loss: 2181.6597 - logcount_predictions_loss: 1.2281 183/1533 [==>...........................] - ETA: 3:07 - loss: 2290.4629 - logits_profile_predictions_loss: 2181.8983 - logcount_predictions_loss: 1.2281 184/1533 [==>...........................] - ETA: 3:07 - loss: 2290.6893 - logits_profile_predictions_loss: 2182.1221 - logcount_predictions_loss: 1.2281 185/1533 [==>...........................] - ETA: 3:07 - loss: 2290.8958 - logits_profile_predictions_loss: 2182.3267 - logcount_predictions_loss: 1.2282 186/1533 [==>...........................] - ETA: 3:07 - loss: 2291.1057 - logits_profile_predictions_loss: 2182.5347 - logcount_predictions_loss: 1.2282 187/1533 [==>...........................] - ETA: 3:07 - loss: 2291.3089 - logits_profile_predictions_loss: 2182.7370 - logcount_predictions_loss: 1.2282 188/1533 [==>...........................] - ETA: 3:07 - loss: 2291.4995 - logits_profile_predictions_loss: 2182.9263 - logcount_predictions_loss: 1.2282 189/1533 [==>...........................] - ETA: 3:07 - loss: 2291.7065 - logits_profile_predictions_loss: 2183.1321 - logcount_predictions_loss: 1.2282 190/1533 [==>...........................] - ETA: 3:06 - loss: 2291.9002 - logits_profile_predictions_loss: 2183.3242 - logcount_predictions_loss: 1.2282 191/1533 [==>...........................] - ETA: 3:06 - loss: 2292.0853 - logits_profile_predictions_loss: 2183.5077 - logcount_predictions_loss: 1.2283 192/1533 [==>...........................] - ETA: 3:06 - loss: 2292.2651 - logits_profile_predictions_loss: 2183.6857 - logcount_predictions_loss: 1.2283 193/1533 [==>...........................] - ETA: 3:06 - loss: 2292.4557 - logits_profile_predictions_loss: 2183.8741 - logcount_predictions_loss: 1.2283 194/1533 [==>...........................] - ETA: 3:06 - loss: 2292.6469 - logits_profile_predictions_loss: 2184.0625 - logcount_predictions_loss: 1.2283 195/1533 [==>...........................] - ETA: 3:06 - loss: 2292.8203 - logits_profile_predictions_loss: 2184.2334 - logcount_predictions_loss: 1.2284 196/1533 [==>...........................] - ETA: 3:06 - loss: 2292.9886 - logits_profile_predictions_loss: 2184.3997 - logcount_predictions_loss: 1.2284 197/1533 [==>...........................] - ETA: 3:05 - loss: 2293.1531 - logits_profile_predictions_loss: 2184.5615 - logcount_predictions_loss: 1.2284 198/1533 [==>...........................] - ETA: 3:05 - loss: 2293.3117 - logits_profile_predictions_loss: 2184.7170 - logcount_predictions_loss: 1.2284 199/1533 [==>...........................] - ETA: 3:05 - loss: 2293.4692 - logits_profile_predictions_loss: 2184.8707 - logcount_predictions_loss: 1.2285 200/1533 [==>...........................] - ETA: 3:05 - loss: 2293.6192 - logits_profile_predictions_loss: 2185.0169 - logcount_predictions_loss: 1.2285 201/1533 [==>...........................] - ETA: 3:05 - loss: 2293.7548 - logits_profile_predictions_loss: 2185.1496 - logcount_predictions_loss: 1.2286 202/1533 [==>...........................] - ETA: 3:05 - loss: 2293.8881 - logits_profile_predictions_loss: 2185.2803 - logcount_predictions_loss: 1.2286 203/1533 [==>...........................] - ETA: 3:05 - loss: 2294.0313 - logits_profile_predictions_loss: 2185.4210 - logcount_predictions_loss: 1.2286 204/1533 [==>...........................] - ETA: 3:04 - loss: 2294.1594 - logits_profile_predictions_loss: 2185.5464 - logcount_predictions_loss: 1.2287 205/1533 [===>..........................] - ETA: 3:04 - loss: 2294.2797 - logits_profile_predictions_loss: 2185.6641 - logcount_predictions_loss: 1.2287 206/1533 [===>..........................] - ETA: 3:04 - loss: 2294.4072 - logits_profile_predictions_loss: 2185.7892 - logcount_predictions_loss: 1.2287 207/1533 [===>..........................] - ETA: 3:04 - loss: 2294.5315 - logits_profile_predictions_loss: 2185.9113 - logcount_predictions_loss: 1.2287 208/1533 [===>..........................] - ETA: 3:04 - loss: 2294.6523 - logits_profile_predictions_loss: 2186.0300 - logcount_predictions_loss: 1.2288 209/1533 [===>..........................] - ETA: 3:04 - loss: 2294.7809 - logits_profile_predictions_loss: 2186.1564 - logcount_predictions_loss: 1.2288 210/1533 [===>..........................] - ETA: 3:04 - loss: 2294.9127 - logits_profile_predictions_loss: 2186.2865 - logcount_predictions_loss: 1.2288 211/1533 [===>..........................] - ETA: 3:04 - loss: 2295.0438 - logits_profile_predictions_loss: 2186.4168 - logcount_predictions_loss: 1.2288 212/1533 [===>..........................] - ETA: 3:03 - loss: 2295.1812 - logits_profile_predictions_loss: 2186.5533 - logcount_predictions_loss: 1.2288 213/1533 [===>..........................] - ETA: 3:03 - loss: 2295.3160 - logits_profile_predictions_loss: 2186.6873 - logcount_predictions_loss: 1.2288 214/1533 [===>..........................] - ETA: 3:03 - loss: 2295.4560 - logits_profile_predictions_loss: 2186.8269 - logcount_predictions_loss: 1.2288 215/1533 [===>..........................] - ETA: 3:03 - loss: 2295.6032 - logits_profile_predictions_loss: 2186.9740 - logcount_predictions_loss: 1.2288 216/1533 [===>..........................] - ETA: 3:03 - loss: 2295.7592 - logits_profile_predictions_loss: 2187.1284 - logcount_predictions_loss: 1.2289 217/1533 [===>..........................] - ETA: 3:03 - loss: 2295.9122 - logits_profile_predictions_loss: 2187.2795 - logcount_predictions_loss: 1.2289 218/1533 [===>..........................] - ETA: 3:03 - loss: 2296.0771 - logits_profile_predictions_loss: 2187.4427 - logcount_predictions_loss: 1.2289 219/1533 [===>..........................] - ETA: 3:02 - loss: 2296.2542 - logits_profile_predictions_loss: 2187.6185 - logcount_predictions_loss: 1.2289 220/1533 [===>..........................] - ETA: 3:02 - loss: 2296.4161 - logits_profile_predictions_loss: 2187.7794 - logcount_predictions_loss: 1.2289 221/1533 [===>..........................] - ETA: 3:02 - loss: 2296.5894 - logits_profile_predictions_loss: 2187.9508 - logcount_predictions_loss: 1.2289 222/1533 [===>..........................] - ETA: 3:02 - loss: 2296.7514 - logits_profile_predictions_loss: 2188.1113 - logcount_predictions_loss: 1.2290 223/1533 [===>..........................] - ETA: 3:02 - loss: 2296.9079 - logits_profile_predictions_loss: 2188.2657 - logcount_predictions_loss: 1.2290 224/1533 [===>..........................] - ETA: 3:02 - loss: 2297.0647 - logits_profile_predictions_loss: 2188.4195 - logcount_predictions_loss: 1.2290 225/1533 [===>..........................] - ETA: 3:02 - loss: 2297.2106 - logits_profile_predictions_loss: 2188.5628 - logcount_predictions_loss: 1.2290 226/1533 [===>..........................] - ETA: 3:01 - loss: 2297.3587 - logits_profile_predictions_loss: 2188.7078 - logcount_predictions_loss: 1.2291 227/1533 [===>..........................] - ETA: 3:01 - loss: 2297.5029 - logits_profile_predictions_loss: 2188.8482 - logcount_predictions_loss: 1.2291 228/1533 [===>..........................] - ETA: 3:01 - loss: 2297.6468 - logits_profile_predictions_loss: 2188.9886 - logcount_predictions_loss: 1.2292 229/1533 [===>..........................] - ETA: 3:01 - loss: 2297.7864 - logits_profile_predictions_loss: 2189.1253 - logcount_predictions_loss: 1.2292 230/1533 [===>..........................] - ETA: 3:01 - loss: 2297.9225 - logits_profile_predictions_loss: 2189.2590 - logcount_predictions_loss: 1.2292 231/1533 [===>..........................] - ETA: 3:01 - loss: 2298.0612 - logits_profile_predictions_loss: 2189.3952 - logcount_predictions_loss: 1.2293 232/1533 [===>..........................] - ETA: 3:01 - loss: 2298.1950 - logits_profile_predictions_loss: 2189.5264 - logcount_predictions_loss: 1.2293 233/1533 [===>..........................] - ETA: 3:00 - loss: 2298.3180 - logits_profile_predictions_loss: 2189.6471 - logcount_predictions_loss: 1.2293 234/1533 [===>..........................] - ETA: 3:00 - loss: 2298.4338 - logits_profile_predictions_loss: 2189.7608 - logcount_predictions_loss: 1.2293 235/1533 [===>..........................] - ETA: 3:00 - loss: 2298.5534 - logits_profile_predictions_loss: 2189.8785 - logcount_predictions_loss: 1.2294 236/1533 [===>..........................] - ETA: 3:00 - loss: 2298.6805 - logits_profile_predictions_loss: 2190.0033 - logcount_predictions_loss: 1.2294 237/1533 [===>..........................] - ETA: 3:00 - loss: 2298.8192 - logits_profile_predictions_loss: 2190.1399 - logcount_predictions_loss: 1.2294 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logits_profile_predictions_loss: 2191.2588 - logcount_predictions_loss: 1.2296 245/1533 [===>..........................] - ETA: 2:59 - loss: 2300.1277 - logits_profile_predictions_loss: 2191.4298 - logcount_predictions_loss: 1.2296 246/1533 [===>..........................] - ETA: 2:59 - loss: 2300.3093 - logits_profile_predictions_loss: 2191.6092 - logcount_predictions_loss: 1.2296 247/1533 [===>..........................] - ETA: 2:58 - loss: 2300.4911 - logits_profile_predictions_loss: 2191.7886 - logcount_predictions_loss: 1.2297 248/1533 [===>..........................] - ETA: 2:58 - loss: 2300.6737 - logits_profile_predictions_loss: 2191.9683 - logcount_predictions_loss: 1.2297 249/1533 [===>..........................] - ETA: 2:58 - loss: 2300.8515 - logits_profile_predictions_loss: 2192.1426 - logcount_predictions_loss: 1.2297 250/1533 [===>..........................] - ETA: 2:58 - loss: 2301.0234 - logits_profile_predictions_loss: 2192.3107 - logcount_predictions_loss: 1.2298 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loss: 2334.0285 - logits_profile_predictions_loss: 2225.9238 - logcount_predictions_loss: 1.2229 1520/1533 [============================>.] - ETA: 1s - loss: 2334.0325 - logits_profile_predictions_loss: 2225.9281 - logcount_predictions_loss: 1.2229 1521/1533 [============================>.] - ETA: 1s - loss: 2334.0365 - logits_profile_predictions_loss: 2225.9323 - logcount_predictions_loss: 1.2229 1522/1533 [============================>.] - ETA: 1s - loss: 2334.0407 - logits_profile_predictions_loss: 2225.9367 - logcount_predictions_loss: 1.2229 1523/1533 [============================>.] - ETA: 1s - loss: 2334.0449 - logits_profile_predictions_loss: 2225.9412 - logcount_predictions_loss: 1.2229 1524/1533 [============================>.] - ETA: 1s - loss: 2334.0490 - logits_profile_predictions_loss: 2225.9455 - logcount_predictions_loss: 1.2229 1525/1533 [============================>.] - ETA: 1s - loss: 2334.0530 - logits_profile_predictions_loss: 2225.9498 - logcount_predictions_loss: 1.2229 1526/1533 [============================>.] - ETA: 0s - loss: 2334.0570 - logits_profile_predictions_loss: 2225.9541 - logcount_predictions_loss: 1.2229 1527/1533 [============================>.] - ETA: 0s - loss: 2334.0611 - logits_profile_predictions_loss: 2225.9583 - logcount_predictions_loss: 1.2229 1528/1533 [============================>.] - ETA: 0s - loss: 2334.0652 - logits_profile_predictions_loss: 2225.9627 - logcount_predictions_loss: 1.2229 1529/1533 [============================>.] - ETA: 0s - loss: 2334.0695 - logits_profile_predictions_loss: 2225.9672 - logcount_predictions_loss: 1.2229 1530/1533 [============================>.] - ETA: 0s - loss: 2334.0739 - logits_profile_predictions_loss: 2225.9718 - logcount_predictions_loss: 1.2229 1531/1533 [============================>.] - ETA: 0s - loss: 2334.0783 - logits_profile_predictions_loss: 2225.9765 - logcount_predictions_loss: 1.2229 1532/1533 [============================>.] - ETA: 0s - loss: 2334.0827 - logits_profile_predictions_loss: 2225.9810 - logcount_predictions_loss: 1.2229 1533/1533 [==============================] - ETA: 0s - loss: 2334.0871 - logits_profile_predictions_loss: 2225.9857 - logcount_predictions_loss: 1.2229 1533/1533 [==============================] - 227s 148ms/step - loss: 2334.0916 - logits_profile_predictions_loss: 2225.9904 - logcount_predictions_loss: 1.2229 - val_loss: 2868.5596 - val_logits_profile_predictions_loss: 2767.0640 - val_logcount_predictions_loss: 1.1481 Epoch 00007: val_loss did not improve from 2851.31030 Epoch 8/50 1/1533 [..............................] - ETA: 3:58 - loss: 2061.3535 - logits_profile_predictions_loss: 1926.4907 - logcount_predictions_loss: 1.5256 2/1533 [..............................] - ETA: 3:36 - loss: 2147.7429 - logits_profile_predictions_loss: 2020.6028 - logcount_predictions_loss: 1.4382 3/1533 [..............................] - ETA: 3:34 - loss: 2208.3365 - logits_profile_predictions_loss: 2084.0312 - logcount_predictions_loss: 1.4062 4/1533 [..............................] - ETA: 3:33 - loss: 2268.4949 - logits_profile_predictions_loss: 2145.8501 - logcount_predictions_loss: 1.3874 5/1533 [..............................] - ETA: 3:33 - loss: 2288.7858 - logits_profile_predictions_loss: 2166.9529 - logcount_predictions_loss: 1.3782 6/1533 [..............................] - ETA: 3:32 - loss: 2305.0741 - logits_profile_predictions_loss: 2184.3241 - logcount_predictions_loss: 1.3660 7/1533 [..............................] - ETA: 3:32 - loss: 2344.4156 - logits_profile_predictions_loss: 2224.7273 - logcount_predictions_loss: 1.3539 8/1533 [..............................] - ETA: 3:32 - loss: 2369.9753 - logits_profile_predictions_loss: 2251.4262 - logcount_predictions_loss: 1.3411 9/1533 [..............................] - ETA: 3:32 - loss: 2387.9617 - logits_profile_predictions_loss: 2270.4754 - logcount_predictions_loss: 1.3290 10/1533 [..............................] - ETA: 3:32 - loss: 2407.5614 - logits_profile_predictions_loss: 2291.0044 - logcount_predictions_loss: 1.3185 11/1533 [..............................] - ETA: 3:31 - loss: 2420.3308 - logits_profile_predictions_loss: 2304.3508 - logcount_predictions_loss: 1.3120 12/1533 [..............................] - ETA: 3:31 - loss: 2430.6337 - logits_profile_predictions_loss: 2315.2215 - logcount_predictions_loss: 1.3056 13/1533 [..............................] - ETA: 3:31 - loss: 2439.1560 - logits_profile_predictions_loss: 2324.1674 - logcount_predictions_loss: 1.3008 14/1533 [..............................] - ETA: 3:31 - loss: 2444.6537 - logits_profile_predictions_loss: 2330.1621 - logcount_predictions_loss: 1.2952 15/1533 [..............................] - ETA: 3:31 - loss: 2447.5733 - logits_profile_predictions_loss: 2333.4794 - logcount_predictions_loss: 1.2907 16/1533 [..............................] - ETA: 3:30 - loss: 2448.4946 - logits_profile_predictions_loss: 2334.5249 - logcount_predictions_loss: 1.2893 17/1533 [..............................] - ETA: 3:30 - loss: 2450.9235 - logits_profile_predictions_loss: 2336.9829 - logcount_predictions_loss: 1.2889 18/1533 [..............................] - ETA: 3:30 - loss: 2452.3148 - logits_profile_predictions_loss: 2338.3358 - logcount_predictions_loss: 1.2894 19/1533 [..............................] - ETA: 3:30 - loss: 2451.4309 - logits_profile_predictions_loss: 2337.4684 - logcount_predictions_loss: 1.2892 20/1533 [..............................] - ETA: 3:30 - loss: 2450.4428 - logits_profile_predictions_loss: 2336.4684 - logcount_predictions_loss: 1.2893 21/1533 [..............................] - ETA: 3:30 - loss: 2448.9014 - logits_profile_predictions_loss: 2334.8973 - logcount_predictions_loss: 1.2896 22/1533 [..............................] - ETA: 3:30 - loss: 2448.0976 - logits_profile_predictions_loss: 2334.0947 - logcount_predictions_loss: 1.2896 23/1533 [..............................] - ETA: 3:29 - loss: 2446.5806 - logits_profile_predictions_loss: 2332.5549 - logcount_predictions_loss: 1.2899 24/1533 [..............................] - ETA: 3:29 - loss: 2444.9622 - logits_profile_predictions_loss: 2330.8919 - logcount_predictions_loss: 1.2904 25/1533 [..............................] - ETA: 3:29 - loss: 2442.8629 - logits_profile_predictions_loss: 2328.7937 - logcount_predictions_loss: 1.2904 26/1533 [..............................] - ETA: 3:29 - loss: 2441.6439 - logits_profile_predictions_loss: 2327.5235 - logcount_predictions_loss: 1.2910 27/1533 [..............................] - ETA: 3:29 - loss: 2439.7450 - logits_profile_predictions_loss: 2325.6164 - logcount_predictions_loss: 1.2910 28/1533 [..............................] - ETA: 3:29 - loss: 2437.4421 - logits_profile_predictions_loss: 2323.3575 - logcount_predictions_loss: 1.2905 29/1533 [..............................] - ETA: 3:29 - loss: 2434.5649 - logits_profile_predictions_loss: 2320.5508 - logcount_predictions_loss: 1.2898 30/1533 [..............................] - ETA: 3:28 - loss: 2431.5815 - logits_profile_predictions_loss: 2317.6415 - logcount_predictions_loss: 1.2889 31/1533 [..............................] - ETA: 3:28 - loss: 2428.9508 - logits_profile_predictions_loss: 2315.0685 - logcount_predictions_loss: 1.2883 32/1533 [..............................] - ETA: 3:28 - loss: 2426.3899 - logits_profile_predictions_loss: 2312.5744 - logcount_predictions_loss: 1.2875 33/1533 [..............................] - ETA: 3:28 - loss: 2423.9326 - logits_profile_predictions_loss: 2310.2099 - logcount_predictions_loss: 1.2865 34/1533 [..............................] - ETA: 3:28 - loss: 2421.6511 - logits_profile_predictions_loss: 2308.0500 - logcount_predictions_loss: 1.2851 35/1533 [..............................] - ETA: 3:28 - loss: 2419.4005 - logits_profile_predictions_loss: 2305.9094 - logcount_predictions_loss: 1.2838 36/1533 [..............................] - ETA: 3:28 - loss: 2417.3708 - logits_profile_predictions_loss: 2303.9902 - logcount_predictions_loss: 1.2826 37/1533 [..............................] - ETA: 3:27 - loss: 2415.3440 - logits_profile_predictions_loss: 2302.0780 - logcount_predictions_loss: 1.2813 38/1533 [..............................] - ETA: 3:27 - loss: 2413.4114 - logits_profile_predictions_loss: 2300.2659 - logcount_predictions_loss: 1.2799 39/1533 [..............................] - ETA: 3:27 - loss: 2411.2637 - logits_profile_predictions_loss: 2298.2121 - logcount_predictions_loss: 1.2789 40/1533 [..............................] - ETA: 3:27 - loss: 2409.4189 - logits_profile_predictions_loss: 2296.4466 - logcount_predictions_loss: 1.2780 41/1533 [..............................] - ETA: 3:27 - loss: 2407.7883 - logits_profile_predictions_loss: 2294.8934 - logcount_predictions_loss: 1.2771 42/1533 [..............................] - ETA: 3:27 - loss: 2406.2980 - logits_profile_predictions_loss: 2293.4553 - logcount_predictions_loss: 1.2765 43/1533 [..............................] - ETA: 3:27 - loss: 2404.9814 - logits_profile_predictions_loss: 2292.1941 - logcount_predictions_loss: 1.2759 44/1533 [..............................] - ETA: 3:27 - loss: 2403.7034 - logits_profile_predictions_loss: 2290.9633 - logcount_predictions_loss: 1.2753 45/1533 [..............................] - ETA: 3:26 - loss: 2402.4058 - logits_profile_predictions_loss: 2289.7170 - logcount_predictions_loss: 1.2748 46/1533 [..............................] - ETA: 3:26 - loss: 2401.3611 - logits_profile_predictions_loss: 2288.7212 - logcount_predictions_loss: 1.2742 47/1533 [..............................] - ETA: 3:26 - loss: 2400.1224 - logits_profile_predictions_loss: 2287.5325 - logcount_predictions_loss: 1.2736 48/1533 [..............................] - ETA: 3:26 - loss: 2398.8701 - logits_profile_predictions_loss: 2286.3222 - logcount_predictions_loss: 1.2732 49/1533 [..............................] - ETA: 3:26 - loss: 2397.5446 - logits_profile_predictions_loss: 2285.0332 - logcount_predictions_loss: 1.2728 50/1533 [..............................] - ETA: 3:26 - loss: 2396.6589 - logits_profile_predictions_loss: 2284.1845 - logcount_predictions_loss: 1.2723 51/1533 [..............................] - ETA: 3:26 - loss: 2395.7913 - logits_profile_predictions_loss: 2283.3481 - logcount_predictions_loss: 1.2720 52/1533 [>.............................] - ETA: 3:25 - loss: 2394.9369 - logits_profile_predictions_loss: 2282.5212 - logcount_predictions_loss: 1.2717 53/1533 [>.............................] - ETA: 3:25 - loss: 2393.9535 - logits_profile_predictions_loss: 2281.5704 - logcount_predictions_loss: 1.2713 54/1533 [>.............................] - ETA: 3:25 - loss: 2392.8996 - logits_profile_predictions_loss: 2280.5424 - logcount_predictions_loss: 1.2710 55/1533 [>.............................] - ETA: 3:25 - loss: 2391.8257 - logits_profile_predictions_loss: 2279.4976 - 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3:04 - loss: 2330.3814 - logits_profile_predictions_loss: 2221.6240 - logcount_predictions_loss: 1.2303 206/1533 [===>..........................] - ETA: 3:04 - loss: 2330.1368 - logits_profile_predictions_loss: 2221.3971 - logcount_predictions_loss: 1.2301 207/1533 [===>..........................] - ETA: 3:04 - loss: 2329.8905 - logits_profile_predictions_loss: 2221.1682 - logcount_predictions_loss: 1.2299 208/1533 [===>..........................] - ETA: 3:04 - loss: 2329.6407 - logits_profile_predictions_loss: 2220.9358 - logcount_predictions_loss: 1.2297 209/1533 [===>..........................] - ETA: 3:04 - loss: 2329.3827 - logits_profile_predictions_loss: 2220.6951 - logcount_predictions_loss: 1.2295 210/1533 [===>..........................] - ETA: 3:04 - loss: 2329.1161 - logits_profile_predictions_loss: 2220.4462 - logcount_predictions_loss: 1.2293 211/1533 [===>..........................] - ETA: 3:03 - loss: 2328.8594 - logits_profile_predictions_loss: 2220.2071 - 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3:02 - loss: 2327.0678 - logits_profile_predictions_loss: 2218.5418 - logcount_predictions_loss: 1.2277 219/1533 [===>..........................] - ETA: 3:02 - loss: 2326.8247 - logits_profile_predictions_loss: 2218.3162 - logcount_predictions_loss: 1.2275 220/1533 [===>..........................] - ETA: 3:02 - loss: 2326.5836 - logits_profile_predictions_loss: 2218.0925 - logcount_predictions_loss: 1.2273 221/1533 [===>..........................] - ETA: 3:02 - loss: 2326.3505 - logits_profile_predictions_loss: 2217.8771 - logcount_predictions_loss: 1.2271 222/1533 [===>..........................] - ETA: 3:02 - loss: 2326.1234 - logits_profile_predictions_loss: 2217.6676 - logcount_predictions_loss: 1.2269 223/1533 [===>..........................] - ETA: 3:02 - loss: 2325.8837 - logits_profile_predictions_loss: 2217.4453 - logcount_predictions_loss: 1.2267 224/1533 [===>..........................] - ETA: 3:02 - loss: 2325.6409 - logits_profile_predictions_loss: 2217.2199 - logcount_predictions_loss: 1.2265 225/1533 [===>..........................] - ETA: 3:01 - loss: 2325.4007 - logits_profile_predictions_loss: 2216.9965 - logcount_predictions_loss: 1.2263 226/1533 [===>..........................] - ETA: 3:01 - loss: 2325.1841 - logits_profile_predictions_loss: 2216.7961 - logcount_predictions_loss: 1.2261 227/1533 [===>..........................] - ETA: 3:01 - loss: 2324.9615 - logits_profile_predictions_loss: 2216.5894 - logcount_predictions_loss: 1.2259 228/1533 [===>..........................] - ETA: 3:01 - loss: 2324.7481 - logits_profile_predictions_loss: 2216.3916 - logcount_predictions_loss: 1.2258 229/1533 [===>..........................] - ETA: 3:01 - loss: 2324.5385 - logits_profile_predictions_loss: 2216.1967 - logcount_predictions_loss: 1.2256 230/1533 [===>..........................] - ETA: 3:01 - loss: 2324.3244 - logits_profile_predictions_loss: 2215.9968 - logcount_predictions_loss: 1.2254 231/1533 [===>..........................] - ETA: 3:01 - loss: 2324.1256 - logits_profile_predictions_loss: 2215.8122 - logcount_predictions_loss: 1.2253 232/1533 [===>..........................] - ETA: 3:00 - loss: 2323.9318 - logits_profile_predictions_loss: 2215.6324 - logcount_predictions_loss: 1.2251 233/1533 [===>..........................] - ETA: 3:00 - loss: 2323.7282 - logits_profile_predictions_loss: 2215.4433 - logcount_predictions_loss: 1.2249 234/1533 [===>..........................] - ETA: 3:00 - loss: 2323.5250 - logits_profile_predictions_loss: 2215.2540 - logcount_predictions_loss: 1.2248 235/1533 [===>..........................] - ETA: 3:00 - loss: 2323.3351 - logits_profile_predictions_loss: 2215.0783 - logcount_predictions_loss: 1.2246 236/1533 [===>..........................] - ETA: 3:00 - loss: 2323.1441 - logits_profile_predictions_loss: 2214.9013 - logcount_predictions_loss: 1.2245 237/1533 [===>..........................] - ETA: 3:00 - loss: 2322.9621 - logits_profile_predictions_loss: 2214.7335 - logcount_predictions_loss: 1.2243 238/1533 [===>..........................] - ETA: 3:00 - loss: 2322.7771 - logits_profile_predictions_loss: 2214.5628 - logcount_predictions_loss: 1.2241 239/1533 [===>..........................] - ETA: 3:00 - loss: 2322.5888 - logits_profile_predictions_loss: 2214.3887 - logcount_predictions_loss: 1.2240 240/1533 [===>..........................] - ETA: 2:59 - loss: 2322.4049 - logits_profile_predictions_loss: 2214.2195 - logcount_predictions_loss: 1.2238 241/1533 [===>..........................] - ETA: 2:59 - loss: 2322.2228 - logits_profile_predictions_loss: 2214.0517 - logcount_predictions_loss: 1.2237 242/1533 [===>..........................] - ETA: 2:59 - loss: 2322.0403 - logits_profile_predictions_loss: 2213.8842 - logcount_predictions_loss: 1.2235 243/1533 [===>..........................] - ETA: 2:59 - loss: 2321.8669 - logits_profile_predictions_loss: 2213.7254 - logcount_predictions_loss: 1.2233 244/1533 [===>..........................] - ETA: 2:59 - loss: 2321.6948 - logits_profile_predictions_loss: 2213.5674 - logcount_predictions_loss: 1.2232 245/1533 [===>..........................] - ETA: 2:59 - loss: 2321.5306 - logits_profile_predictions_loss: 2213.4171 - logcount_predictions_loss: 1.2230 246/1533 [===>..........................] - ETA: 2:59 - loss: 2321.3618 - logits_profile_predictions_loss: 2213.2625 - logcount_predictions_loss: 1.2228 247/1533 [===>..........................] - ETA: 2:58 - loss: 2321.1933 - logits_profile_predictions_loss: 2213.1082 - logcount_predictions_loss: 1.2227 248/1533 [===>..........................] - ETA: 2:58 - loss: 2321.0306 - logits_profile_predictions_loss: 2212.9599 - logcount_predictions_loss: 1.2225 249/1533 [===>..........................] - ETA: 2:58 - loss: 2320.8704 - logits_profile_predictions_loss: 2212.8143 - logcount_predictions_loss: 1.2224 250/1533 [===>..........................] - ETA: 2:58 - loss: 2320.7045 - logits_profile_predictions_loss: 2212.6636 - logcount_predictions_loss: 1.2222 251/1533 [===>..........................] - ETA: 2:58 - loss: 2320.5383 - logits_profile_predictions_loss: 2212.5122 - logcount_predictions_loss: 1.2220 252/1533 [===>..........................] - ETA: 2:58 - loss: 2320.3776 - logits_profile_predictions_loss: 2212.3664 - logcount_predictions_loss: 1.2219 253/1533 [===>..........................] - ETA: 2:58 - loss: 2320.2264 - logits_profile_predictions_loss: 2212.2299 - logcount_predictions_loss: 1.2217 254/1533 [===>..........................] - ETA: 2:57 - loss: 2320.0776 - logits_profile_predictions_loss: 2212.0957 - logcount_predictions_loss: 1.2215 255/1533 [===>..........................] - ETA: 2:57 - loss: 2319.9295 - logits_profile_predictions_loss: 2211.9622 - logcount_predictions_loss: 1.2214 256/1533 [====>.........................] - ETA: 2:57 - loss: 2319.7830 - logits_profile_predictions_loss: 2211.8300 - logcount_predictions_loss: 1.2212 257/1533 [====>.........................] - ETA: 2:57 - loss: 2319.6355 - logits_profile_predictions_loss: 2211.6969 - logcount_predictions_loss: 1.2210 258/1533 [====>.........................] - ETA: 2:57 - loss: 2319.4952 - logits_profile_predictions_loss: 2211.5705 - logcount_predictions_loss: 1.2209 259/1533 [====>.........................] - ETA: 2:57 - loss: 2319.3632 - logits_profile_predictions_loss: 2211.4524 - logcount_predictions_loss: 1.2207 260/1533 [====>.........................] - ETA: 2:57 - loss: 2319.2310 - logits_profile_predictions_loss: 2211.3338 - logcount_predictions_loss: 1.2206 261/1533 [====>.........................] - ETA: 2:56 - loss: 2319.0972 - logits_profile_predictions_loss: 2211.2129 - logcount_predictions_loss: 1.2204 262/1533 [====>.........................] - ETA: 2:56 - loss: 2318.9536 - logits_profile_predictions_loss: 2211.0823 - logcount_predictions_loss: 1.2203 263/1533 [====>.........................] - ETA: 2:56 - loss: 2318.8073 - logits_profile_predictions_loss: 2210.9488 - logcount_predictions_loss: 1.2201 264/1533 [====>.........................] - ETA: 2:56 - loss: 2318.6632 - logits_profile_predictions_loss: 2210.8177 - logcount_predictions_loss: 1.2200 265/1533 [====>.........................] - ETA: 2:56 - loss: 2318.5175 - logits_profile_predictions_loss: 2210.6852 - logcount_predictions_loss: 1.2198 266/1533 [====>.........................] - ETA: 2:56 - loss: 2318.3799 - logits_profile_predictions_loss: 2210.5606 - logcount_predictions_loss: 1.2197 267/1533 [====>.........................] - ETA: 2:56 - loss: 2318.2490 - logits_profile_predictions_loss: 2210.4430 - logcount_predictions_loss: 1.2195 268/1533 [====>.........................] - ETA: 2:55 - loss: 2318.1110 - logits_profile_predictions_loss: 2210.3182 - logcount_predictions_loss: 1.2194 269/1533 [====>.........................] - ETA: 2:55 - loss: 2317.9720 - logits_profile_predictions_loss: 2210.1922 - logcount_predictions_loss: 1.2192 270/1533 [====>.........................] - ETA: 2:55 - loss: 2317.8436 - logits_profile_predictions_loss: 2210.0766 - logcount_predictions_loss: 1.2191 271/1533 [====>.........................] - ETA: 2:55 - loss: 2317.7154 - logits_profile_predictions_loss: 2209.9612 - logcount_predictions_loss: 1.2189 272/1533 [====>.........................] - ETA: 2:55 - loss: 2317.5871 - logits_profile_predictions_loss: 2209.8457 - logcount_predictions_loss: 1.2188 273/1533 [====>.........................] - ETA: 2:55 - loss: 2317.4592 - logits_profile_predictions_loss: 2209.7304 - logcount_predictions_loss: 1.2187 274/1533 [====>.........................] - ETA: 2:55 - loss: 2317.3347 - logits_profile_predictions_loss: 2209.6176 - logcount_predictions_loss: 1.2185 275/1533 [====>.........................] - ETA: 2:54 - loss: 2317.2131 - logits_profile_predictions_loss: 2209.5075 - logcount_predictions_loss: 1.2184 276/1533 [====>.........................] - ETA: 2:54 - loss: 2317.0891 - logits_profile_predictions_loss: 2209.3949 - 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2:53 - loss: 2316.1347 - logits_profile_predictions_loss: 2208.5282 - logcount_predictions_loss: 1.2173 285/1533 [====>.........................] - ETA: 2:53 - loss: 2316.0271 - logits_profile_predictions_loss: 2208.4307 - logcount_predictions_loss: 1.2172 286/1533 [====>.........................] - ETA: 2:52 - loss: 2315.9159 - logits_profile_predictions_loss: 2208.3297 - logcount_predictions_loss: 1.2170 287/1533 [====>.........................] - ETA: 2:52 - loss: 2315.8068 - logits_profile_predictions_loss: 2208.2305 - logcount_predictions_loss: 1.2169 288/1533 [====>.........................] - ETA: 2:52 - loss: 2315.6967 - logits_profile_predictions_loss: 2208.1304 - logcount_predictions_loss: 1.2168 289/1533 [====>.........................] - ETA: 2:52 - loss: 2315.5933 - logits_profile_predictions_loss: 2208.0366 - logcount_predictions_loss: 1.2167 290/1533 [====>.........................] - ETA: 2:52 - loss: 2315.4888 - logits_profile_predictions_loss: 2207.9416 - logcount_predictions_loss: 1.2166 291/1533 [====>.........................] - ETA: 2:52 - loss: 2315.3860 - logits_profile_predictions_loss: 2207.8482 - logcount_predictions_loss: 1.2165 292/1533 [====>.........................] - ETA: 2:52 - loss: 2315.2826 - logits_profile_predictions_loss: 2207.7539 - logcount_predictions_loss: 1.2164 293/1533 [====>.........................] - ETA: 2:51 - loss: 2315.1765 - logits_profile_predictions_loss: 2207.6571 - logcount_predictions_loss: 1.2163 294/1533 [====>.........................] - ETA: 2:51 - loss: 2315.0680 - logits_profile_predictions_loss: 2207.5573 - logcount_predictions_loss: 1.2162 295/1533 [====>.........................] - ETA: 2:51 - loss: 2314.9628 - logits_profile_predictions_loss: 2207.4606 - logcount_predictions_loss: 1.2161 296/1533 [====>.........................] - ETA: 2:51 - loss: 2314.8555 - logits_profile_predictions_loss: 2207.3616 - logcount_predictions_loss: 1.2160 297/1533 [====>.........................] - ETA: 2:51 - loss: 2314.7482 - logits_profile_predictions_loss: 2207.2628 - logcount_predictions_loss: 1.2159 298/1533 [====>.........................] - ETA: 2:51 - loss: 2314.6433 - logits_profile_predictions_loss: 2207.1663 - logcount_predictions_loss: 1.2158 299/1533 [====>.........................] - ETA: 2:51 - loss: 2314.5413 - logits_profile_predictions_loss: 2207.0726 - logcount_predictions_loss: 1.2157 300/1533 [====>.........................] - ETA: 2:50 - loss: 2314.4385 - logits_profile_predictions_loss: 2206.9782 - logcount_predictions_loss: 1.2156 301/1533 [====>.........................] - ETA: 2:50 - loss: 2314.3289 - logits_profile_predictions_loss: 2206.8769 - logcount_predictions_loss: 1.2155 302/1533 [====>.........................] - ETA: 2:50 - loss: 2314.2191 - logits_profile_predictions_loss: 2206.7758 - logcount_predictions_loss: 1.2154 303/1533 [====>.........................] - ETA: 2:50 - loss: 2314.1093 - logits_profile_predictions_loss: 2206.6748 - logcount_predictions_loss: 1.2153 304/1533 [====>.........................] - ETA: 2:50 - loss: 2313.9984 - logits_profile_predictions_loss: 2206.5726 - logcount_predictions_loss: 1.2152 305/1533 [====>.........................] - ETA: 2:50 - loss: 2313.8880 - logits_profile_predictions_loss: 2206.4708 - logcount_predictions_loss: 1.2151 306/1533 [====>.........................] - ETA: 2:50 - loss: 2313.7804 - logits_profile_predictions_loss: 2206.3715 - logcount_predictions_loss: 1.2150 307/1533 [=====>........................] - ETA: 2:50 - loss: 2313.6664 - logits_profile_predictions_loss: 2206.2656 - logcount_predictions_loss: 1.2149 308/1533 [=====>........................] - ETA: 2:49 - loss: 2313.5568 - logits_profile_predictions_loss: 2206.1641 - logcount_predictions_loss: 1.2149 309/1533 [=====>........................] - ETA: 2:49 - loss: 2313.4467 - logits_profile_predictions_loss: 2206.0623 - logcount_predictions_loss: 1.2148 310/1533 [=====>........................] - ETA: 2:49 - loss: 2313.3425 - logits_profile_predictions_loss: 2205.9661 - logcount_predictions_loss: 1.2147 311/1533 [=====>........................] - ETA: 2:49 - loss: 2313.2411 - logits_profile_predictions_loss: 2205.8725 - logcount_predictions_loss: 1.2146 312/1533 [=====>........................] - ETA: 2:49 - loss: 2313.1396 - logits_profile_predictions_loss: 2205.7788 - logcount_predictions_loss: 1.2145 313/1533 [=====>........................] - ETA: 2:49 - loss: 2313.0370 - logits_profile_predictions_loss: 2205.6843 - logcount_predictions_loss: 1.2144 314/1533 [=====>........................] - ETA: 2:49 - loss: 2312.9348 - logits_profile_predictions_loss: 2205.5902 - logcount_predictions_loss: 1.2143 315/1533 [=====>........................] - ETA: 2:48 - loss: 2312.8327 - logits_profile_predictions_loss: 2205.4962 - logcount_predictions_loss: 1.2142 316/1533 [=====>........................] - ETA: 2:48 - loss: 2312.7286 - logits_profile_predictions_loss: 2205.4000 - logcount_predictions_loss: 1.2141 317/1533 [=====>........................] - ETA: 2:48 - loss: 2312.6257 - logits_profile_predictions_loss: 2205.3053 - logcount_predictions_loss: 1.2140 318/1533 [=====>........................] - ETA: 2:48 - loss: 2312.5244 - logits_profile_predictions_loss: 2205.2123 - logcount_predictions_loss: 1.2139 319/1533 [=====>........................] - ETA: 2:48 - loss: 2312.4243 - logits_profile_predictions_loss: 2205.1206 - logcount_predictions_loss: 1.2138 320/1533 [=====>........................] - ETA: 2:48 - loss: 2312.3251 - logits_profile_predictions_loss: 2205.0296 - logcount_predictions_loss: 1.2138 321/1533 [=====>........................] - ETA: 2:48 - loss: 2312.2249 - logits_profile_predictions_loss: 2204.9378 - logcount_predictions_loss: 1.2137 322/1533 [=====>........................] - ETA: 2:47 - loss: 2312.1288 - logits_profile_predictions_loss: 2204.8503 - logcount_predictions_loss: 1.2136 323/1533 [=====>........................] - ETA: 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loss: 2285.7626 - logits_profile_predictions_loss: 2181.0148 - logcount_predictions_loss: 1.1850 1533/1533 [==============================] - ETA: 0s - loss: 2285.7657 - logits_profile_predictions_loss: 2181.0183 - logcount_predictions_loss: 1.1849 1533/1533 [==============================] - 228s 148ms/step - loss: 2285.7687 - logits_profile_predictions_loss: 2181.0219 - logcount_predictions_loss: 1.1849 - val_loss: 2940.4531 - val_logits_profile_predictions_loss: 2840.5671 - val_logcount_predictions_loss: 1.1300 Epoch 00008: val_loss did not improve from 2851.31030 Epoch 9/50 1/1533 [..............................] - ETA: 3:54 - loss: 2226.8350 - logits_profile_predictions_loss: 2119.5222 - logcount_predictions_loss: 1.2139 2/1533 [..............................] - ETA: 3:34 - loss: 2326.8959 - logits_profile_predictions_loss: 2221.8696 - logcount_predictions_loss: 1.1881 3/1533 [..............................] - ETA: 3:33 - loss: 2406.1011 - logits_profile_predictions_loss: 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logcount_predictions_loss: 1.1361 1513/1533 [============================>.] - ETA: 2s - loss: 2263.7639 - logits_profile_predictions_loss: 2163.3326 - logcount_predictions_loss: 1.1361 1514/1533 [============================>.] - ETA: 2s - loss: 2263.7595 - logits_profile_predictions_loss: 2163.3278 - logcount_predictions_loss: 1.1361 1515/1533 [============================>.] - ETA: 2s - loss: 2263.7550 - logits_profile_predictions_loss: 2163.3229 - logcount_predictions_loss: 1.1361 1516/1533 [============================>.] - ETA: 2s - loss: 2263.7508 - logits_profile_predictions_loss: 2163.3183 - logcount_predictions_loss: 1.1361 1517/1533 [============================>.] - ETA: 2s - loss: 2263.7466 - logits_profile_predictions_loss: 2163.3138 - logcount_predictions_loss: 1.1361 1518/1533 [============================>.] - ETA: 2s - loss: 2263.7424 - logits_profile_predictions_loss: 2163.3091 - logcount_predictions_loss: 1.1361 1519/1533 [============================>.] - ETA: 1s - loss: 2263.7382 - logits_profile_predictions_loss: 2163.3045 - logcount_predictions_loss: 1.1361 1520/1533 [============================>.] - ETA: 1s - loss: 2263.7341 - logits_profile_predictions_loss: 2163.3000 - logcount_predictions_loss: 1.1361 1521/1533 [============================>.] - ETA: 1s - loss: 2263.7299 - logits_profile_predictions_loss: 2163.2955 - logcount_predictions_loss: 1.1361 1522/1533 [============================>.] - ETA: 1s - loss: 2263.7260 - logits_profile_predictions_loss: 2163.2911 - logcount_predictions_loss: 1.1361 1523/1533 [============================>.] - ETA: 1s - loss: 2263.7220 - logits_profile_predictions_loss: 2163.2867 - logcount_predictions_loss: 1.1361 1524/1533 [============================>.] - ETA: 1s - loss: 2263.7179 - logits_profile_predictions_loss: 2163.2822 - logcount_predictions_loss: 1.1361 1525/1533 [============================>.] - ETA: 1s - loss: 2263.7142 - logits_profile_predictions_loss: 2163.2781 - logcount_predictions_loss: 1.1361 1526/1533 [============================>.] - ETA: 0s - loss: 2263.7104 - logits_profile_predictions_loss: 2163.2739 - logcount_predictions_loss: 1.1361 1527/1533 [============================>.] - ETA: 0s - loss: 2263.7069 - logits_profile_predictions_loss: 2163.2700 - logcount_predictions_loss: 1.1361 1528/1533 [============================>.] - ETA: 0s - loss: 2263.7034 - logits_profile_predictions_loss: 2163.2661 - logcount_predictions_loss: 1.1361 1529/1533 [============================>.] - ETA: 0s - loss: 2263.7002 - logits_profile_predictions_loss: 2163.2625 - logcount_predictions_loss: 1.1362 1530/1533 [============================>.] - ETA: 0s - loss: 2263.6969 - logits_profile_predictions_loss: 2163.2588 - logcount_predictions_loss: 1.1362 1531/1533 [============================>.] - ETA: 0s - loss: 2263.6936 - logits_profile_predictions_loss: 2163.2551 - logcount_predictions_loss: 1.1362 1532/1533 [============================>.] - ETA: 0s - loss: 2263.6903 - logits_profile_predictions_loss: 2163.2515 - logcount_predictions_loss: 1.1362 1533/1533 [==============================] - ETA: 0s - loss: 2263.6872 - logits_profile_predictions_loss: 2163.2479 - logcount_predictions_loss: 1.1362 1533/1533 [==============================] - 227s 148ms/step - loss: 2263.6840 - logits_profile_predictions_loss: 2163.2444 - logcount_predictions_loss: 1.1362 - val_loss: 2940.8142 - val_logits_profile_predictions_loss: 2841.8782 - val_logcount_predictions_loss: 1.1192 Epoch 00009: val_loss did not improve from 2851.31030 Epoch 10/50 1/1533 [..............................] - ETA: 4:08 - loss: 2620.4758 - logits_profile_predictions_loss: 2513.9128 - logcount_predictions_loss: 1.2055 2/1533 [..............................] - ETA: 3:34 - loss: 2629.7379 - logits_profile_predictions_loss: 2518.7887 - logcount_predictions_loss: 1.2551 3/1533 [..............................] - ETA: 3:34 - loss: 2639.9315 - logits_profile_predictions_loss: 2530.3065 - logcount_predictions_loss: 1.2401 4/1533 [..............................] - ETA: 3:33 - loss: 2632.5488 - logits_profile_predictions_loss: 2524.4796 - logcount_predictions_loss: 1.2225 5/1533 [..............................] - ETA: 3:33 - loss: 2601.7455 - logits_profile_predictions_loss: 2495.6837 - logcount_predictions_loss: 1.1998 6/1533 [..............................] - ETA: 3:32 - loss: 2572.9046 - logits_profile_predictions_loss: 2468.2383 - logcount_predictions_loss: 1.1840 7/1533 [..............................] - ETA: 3:32 - loss: 2540.7831 - logits_profile_predictions_loss: 2436.7109 - logcount_predictions_loss: 1.1773 8/1533 [..............................] - ETA: 3:32 - loss: 2514.3773 - logits_profile_predictions_loss: 2410.9878 - logcount_predictions_loss: 1.1696 9/1533 [..............................] - ETA: 3:32 - loss: 2490.1264 - logits_profile_predictions_loss: 2387.3433 - logcount_predictions_loss: 1.1627 10/1533 [..............................] - ETA: 3:31 - loss: 2466.4193 - logits_profile_predictions_loss: 2364.5259 - logcount_predictions_loss: 1.1526 11/1533 [..............................] - ETA: 3:31 - loss: 2441.9571 - logits_profile_predictions_loss: 2340.9408 - logcount_predictions_loss: 1.1427 12/1533 [..............................] - ETA: 3:31 - loss: 2417.5848 - logits_profile_predictions_loss: 2317.4517 - logcount_predictions_loss: 1.1327 13/1533 [..............................] - ETA: 3:31 - loss: 2397.8415 - logits_profile_predictions_loss: 2298.5226 - logcount_predictions_loss: 1.1235 14/1533 [..............................] - ETA: 3:31 - loss: 2378.5643 - logits_profile_predictions_loss: 2279.8529 - logcount_predictions_loss: 1.1166 15/1533 [..............................] - ETA: 3:31 - loss: 2365.0498 - logits_profile_predictions_loss: 2266.6937 - logcount_predictions_loss: 1.1126 16/1533 [..............................] - ETA: 3:30 - loss: 2351.9832 - logits_profile_predictions_loss: 2254.0163 - logcount_predictions_loss: 1.1082 17/1533 [..............................] - ETA: 3:30 - loss: 2340.0673 - logits_profile_predictions_loss: 2242.4077 - logcount_predictions_loss: 1.1047 18/1533 [..............................] - ETA: 3:30 - loss: 2329.0717 - logits_profile_predictions_loss: 2231.5758 - logcount_predictions_loss: 1.1029 19/1533 [..............................] - ETA: 3:30 - loss: 2321.5971 - logits_profile_predictions_loss: 2224.2747 - logcount_predictions_loss: 1.1009 20/1533 [..............................] - ETA: 3:30 - loss: 2316.3212 - logits_profile_predictions_loss: 2219.1392 - logcount_predictions_loss: 1.0993 21/1533 [..............................] - ETA: 3:30 - loss: 2311.1716 - logits_profile_predictions_loss: 2214.1654 - logcount_predictions_loss: 1.0974 22/1533 [..............................] - ETA: 3:30 - loss: 2306.3918 - logits_profile_predictions_loss: 2209.5134 - logcount_predictions_loss: 1.0959 23/1533 [..............................] - ETA: 3:30 - loss: 2302.4555 - logits_profile_predictions_loss: 2205.7017 - logcount_predictions_loss: 1.0945 24/1533 [..............................] - ETA: 3:29 - loss: 2298.9384 - logits_profile_predictions_loss: 2202.3480 - logcount_predictions_loss: 1.0927 25/1533 [..............................] - ETA: 3:29 - loss: 2295.4173 - logits_profile_predictions_loss: 2198.9898 - logcount_predictions_loss: 1.0908 26/1533 [..............................] - ETA: 3:29 - loss: 2292.0020 - logits_profile_predictions_loss: 2195.6822 - logcount_predictions_loss: 1.0896 27/1533 [..............................] - ETA: 3:29 - loss: 2289.3384 - logits_profile_predictions_loss: 2193.1463 - logcount_predictions_loss: 1.0881 28/1533 [..............................] - ETA: 3:29 - loss: 2286.7105 - logits_profile_predictions_loss: 2190.6431 - logcount_predictions_loss: 1.0867 29/1533 [..............................] - ETA: 3:29 - loss: 2283.9982 - logits_profile_predictions_loss: 2188.0520 - logcount_predictions_loss: 1.0854 30/1533 [..............................] - ETA: 3:29 - loss: 2281.0844 - logits_profile_predictions_loss: 2185.2458 - logcount_predictions_loss: 1.0841 31/1533 [..............................] - ETA: 3:28 - loss: 2278.2408 - logits_profile_predictions_loss: 2182.4818 - logcount_predictions_loss: 1.0832 32/1533 [..............................] - ETA: 3:28 - loss: 2275.3456 - logits_profile_predictions_loss: 2179.6623 - logcount_predictions_loss: 1.0824 33/1533 [..............................] - ETA: 3:28 - loss: 2272.1404 - logits_profile_predictions_loss: 2176.5388 - logcount_predictions_loss: 1.0815 34/1533 [..............................] - ETA: 3:28 - loss: 2269.1487 - logits_profile_predictions_loss: 2173.6432 - logcount_predictions_loss: 1.0804 35/1533 [..............................] - ETA: 3:28 - loss: 2266.1482 - logits_profile_predictions_loss: 2170.7426 - logcount_predictions_loss: 1.0792 36/1533 [..............................] - ETA: 3:28 - loss: 2263.1390 - logits_profile_predictions_loss: 2167.8246 - logcount_predictions_loss: 1.0782 37/1533 [..............................] - ETA: 3:27 - loss: 2260.2639 - logits_profile_predictions_loss: 2165.0143 - logcount_predictions_loss: 1.0775 38/1533 [..............................] - ETA: 3:27 - loss: 2257.4562 - logits_profile_predictions_loss: 2162.2770 - logcount_predictions_loss: 1.0767 39/1533 [..............................] - ETA: 3:27 - loss: 2254.6950 - logits_profile_predictions_loss: 2159.5910 - logcount_predictions_loss: 1.0758 40/1533 [..............................] - ETA: 3:27 - loss: 2251.9334 - logits_profile_predictions_loss: 2156.9101 - logcount_predictions_loss: 1.0749 41/1533 [..............................] - ETA: 3:27 - loss: 2249.3052 - logits_profile_predictions_loss: 2154.3522 - logcount_predictions_loss: 1.0741 42/1533 [..............................] - ETA: 3:27 - loss: 2246.7108 - logits_profile_predictions_loss: 2151.8378 - logcount_predictions_loss: 1.0732 43/1533 [..............................] - ETA: 3:27 - loss: 2243.9632 - logits_profile_predictions_loss: 2149.1620 - logcount_predictions_loss: 1.0724 44/1533 [..............................] - ETA: 3:27 - loss: 2241.6426 - logits_profile_predictions_loss: 2146.8959 - logcount_predictions_loss: 1.0718 45/1533 [..............................] - ETA: 3:26 - loss: 2239.4886 - logits_profile_predictions_loss: 2144.7975 - logcount_predictions_loss: 1.0712 46/1533 [..............................] - ETA: 3:26 - loss: 2237.7977 - logits_profile_predictions_loss: 2143.1632 - logcount_predictions_loss: 1.0705 47/1533 [..............................] - ETA: 3:26 - loss: 2236.0856 - logits_profile_predictions_loss: 2141.5057 - logcount_predictions_loss: 1.0699 48/1533 [..............................] - ETA: 3:26 - loss: 2234.3680 - logits_profile_predictions_loss: 2139.8481 - logcount_predictions_loss: 1.0692 49/1533 [..............................] - ETA: 3:26 - loss: 2232.7071 - logits_profile_predictions_loss: 2138.2431 - logcount_predictions_loss: 1.0686 50/1533 [..............................] - ETA: 3:26 - loss: 2231.1102 - logits_profile_predictions_loss: 2136.7035 - logcount_predictions_loss: 1.0679 51/1533 [..............................] - ETA: 3:26 - loss: 2229.5729 - logits_profile_predictions_loss: 2135.2171 - logcount_predictions_loss: 1.0674 52/1533 [>.............................] - ETA: 3:25 - loss: 2228.2546 - logits_profile_predictions_loss: 2133.9445 - logcount_predictions_loss: 1.0669 53/1533 [>.............................] - ETA: 3:25 - loss: 2227.0938 - logits_profile_predictions_loss: 2132.8214 - logcount_predictions_loss: 1.0664 54/1533 [>.............................] - ETA: 3:25 - loss: 2225.9572 - logits_profile_predictions_loss: 2131.7223 - logcount_predictions_loss: 1.0660 55/1533 [>.............................] - ETA: 3:25 - loss: 2224.8228 - logits_profile_predictions_loss: 2130.6232 - logcount_predictions_loss: 1.0656 56/1533 [>.............................] - ETA: 3:25 - loss: 2223.7092 - logits_profile_predictions_loss: 2129.5357 - logcount_predictions_loss: 1.0653 57/1533 [>.............................] - ETA: 3:25 - loss: 2222.5163 - logits_profile_predictions_loss: 2128.3670 - logcount_predictions_loss: 1.0650 58/1533 [>.............................] - ETA: 3:25 - loss: 2221.4811 - logits_profile_predictions_loss: 2127.3552 - logcount_predictions_loss: 1.0648 59/1533 [>.............................] - ETA: 3:24 - loss: 2220.3995 - logits_profile_predictions_loss: 2126.3011 - logcount_predictions_loss: 1.0645 60/1533 [>.............................] - ETA: 3:24 - loss: 2219.2728 - logits_profile_predictions_loss: 2125.2086 - logcount_predictions_loss: 1.0641 61/1533 [>.............................] - ETA: 3:24 - loss: 2218.0822 - logits_profile_predictions_loss: 2124.0514 - logcount_predictions_loss: 1.0637 62/1533 [>.............................] - ETA: 3:24 - loss: 2216.8894 - logits_profile_predictions_loss: 2122.8924 - logcount_predictions_loss: 1.0633 63/1533 [>.............................] - ETA: 3:24 - loss: 2215.8094 - logits_profile_predictions_loss: 2121.8479 - logcount_predictions_loss: 1.0629 64/1533 [>.............................] - ETA: 3:24 - loss: 2214.7299 - logits_profile_predictions_loss: 2120.7989 - logcount_predictions_loss: 1.0626 65/1533 [>.............................] - ETA: 3:24 - loss: 2213.7370 - logits_profile_predictions_loss: 2119.8345 - logcount_predictions_loss: 1.0622 66/1533 [>.............................] - ETA: 3:23 - loss: 2212.7715 - logits_profile_predictions_loss: 2118.9000 - logcount_predictions_loss: 1.0619 67/1533 [>.............................] - ETA: 3:23 - loss: 2211.7688 - logits_profile_predictions_loss: 2117.9247 - logcount_predictions_loss: 1.0616 68/1533 [>.............................] - ETA: 3:23 - loss: 2210.7505 - logits_profile_predictions_loss: 2116.9320 - logcount_predictions_loss: 1.0613 69/1533 [>.............................] - ETA: 3:23 - loss: 2209.7513 - logits_profile_predictions_loss: 2115.9618 - logcount_predictions_loss: 1.0610 70/1533 [>.............................] - ETA: 3:23 - loss: 2208.7677 - logits_profile_predictions_loss: 2115.0120 - logcount_predictions_loss: 1.0606 71/1533 [>.............................] - ETA: 3:23 - loss: 2207.8771 - logits_profile_predictions_loss: 2114.1520 - logcount_predictions_loss: 1.0602 72/1533 [>.............................] - ETA: 3:23 - loss: 2206.9552 - logits_profile_predictions_loss: 2113.2621 - logcount_predictions_loss: 1.0599 73/1533 [>.............................] - ETA: 3:22 - loss: 2206.1078 - logits_profile_predictions_loss: 2112.4456 - logcount_predictions_loss: 1.0595 74/1533 [>.............................] - ETA: 3:22 - loss: 2205.2585 - logits_profile_predictions_loss: 2111.6270 - logcount_predictions_loss: 1.0592 75/1533 [>.............................] - ETA: 3:22 - loss: 2204.4603 - logits_profile_predictions_loss: 2110.8569 - logcount_predictions_loss: 1.0589 76/1533 [>.............................] - ETA: 3:22 - loss: 2203.6876 - logits_profile_predictions_loss: 2110.1133 - logcount_predictions_loss: 1.0585 77/1533 [>.............................] - ETA: 3:22 - loss: 2202.9408 - logits_profile_predictions_loss: 2109.3955 - logcount_predictions_loss: 1.0582 78/1533 [>.............................] - ETA: 3:22 - loss: 2202.2730 - logits_profile_predictions_loss: 2108.7509 - logcount_predictions_loss: 1.0579 79/1533 [>.............................] - ETA: 3:22 - loss: 2201.6449 - logits_profile_predictions_loss: 2108.1497 - logcount_predictions_loss: 1.0576 80/1533 [>.............................] - ETA: 3:21 - loss: 2200.9684 - logits_profile_predictions_loss: 2107.4952 - logcount_predictions_loss: 1.0574 81/1533 [>.............................] - ETA: 3:21 - loss: 2200.2551 - logits_profile_predictions_loss: 2106.8048 - logcount_predictions_loss: 1.0571 82/1533 [>.............................] - ETA: 3:21 - loss: 2199.5122 - logits_profile_predictions_loss: 2106.0888 - logcount_predictions_loss: 1.0568 83/1533 [>.............................] - ETA: 3:21 - loss: 2198.7827 - logits_profile_predictions_loss: 2105.3841 - logcount_predictions_loss: 1.0565 84/1533 [>.............................] - ETA: 3:21 - loss: 2198.0794 - logits_profile_predictions_loss: 2104.7063 - logcount_predictions_loss: 1.0563 85/1533 [>.............................] - ETA: 3:21 - loss: 2197.3245 - logits_profile_predictions_loss: 2103.9779 - logcount_predictions_loss: 1.0560 86/1533 [>.............................] - ETA: 3:21 - loss: 2196.5918 - logits_profile_predictions_loss: 2103.2729 - logcount_predictions_loss: 1.0556 87/1533 [>.............................] - ETA: 3:20 - loss: 2195.8526 - logits_profile_predictions_loss: 2102.5596 - logcount_predictions_loss: 1.0554 88/1533 [>.............................] - ETA: 3:20 - 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logcount_predictions_loss: 1.0540 95/1533 [>.............................] - ETA: 3:19 - loss: 2191.1105 - logits_profile_predictions_loss: 2097.9462 - logcount_predictions_loss: 1.0539 96/1533 [>.............................] - ETA: 3:19 - loss: 2190.6876 - logits_profile_predictions_loss: 2097.5358 - logcount_predictions_loss: 1.0538 97/1533 [>.............................] - ETA: 3:19 - loss: 2190.2692 - logits_profile_predictions_loss: 2097.1317 - logcount_predictions_loss: 1.0536 98/1533 [>.............................] - ETA: 3:19 - loss: 2189.8572 - logits_profile_predictions_loss: 2096.7323 - logcount_predictions_loss: 1.0534 99/1533 [>.............................] - ETA: 3:19 - loss: 2189.4895 - logits_profile_predictions_loss: 2096.3738 - logcount_predictions_loss: 1.0533 100/1533 [>.............................] - ETA: 3:19 - loss: 2189.1512 - logits_profile_predictions_loss: 2096.0463 - logcount_predictions_loss: 1.0532 101/1533 [>.............................] - ETA: 3:19 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loss: 2150.9490 - logits_profile_predictions_loss: 2057.8646 - logcount_predictions_loss: 1.0530 1533/1533 [==============================] - ETA: 0s - loss: 2150.9413 - logits_profile_predictions_loss: 2057.8576 - logcount_predictions_loss: 1.0530 1533/1533 [==============================] - 228s 148ms/step - loss: 2150.9335 - logits_profile_predictions_loss: 2057.8506 - logcount_predictions_loss: 1.0530 - val_loss: 2809.1826 - val_logits_profile_predictions_loss: 2711.8870 - val_logcount_predictions_loss: 1.1006 Epoch 00010: val_loss improved from 2851.31030 to 2809.18262, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 11/50 1/1533 [..............................] - ETA: 3:58 - loss: 2021.3956 - logits_profile_predictions_loss: 1958.0292 - logcount_predictions_loss: 0.7168 2/1533 [..............................] - ETA: 3:42 - loss: 1925.8866 - logits_profile_predictions_loss: 1857.0460 - 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logits_profile_predictions_loss: 1958.0198 - logcount_predictions_loss: 1.0183 179/1533 [==>...........................] - ETA: 3:08 - loss: 2048.2155 - logits_profile_predictions_loss: 1958.2032 - logcount_predictions_loss: 1.0182 180/1533 [==>...........................] - ETA: 3:08 - loss: 2048.3853 - logits_profile_predictions_loss: 1958.3770 - logcount_predictions_loss: 1.0182 181/1533 [==>...........................] - ETA: 3:07 - loss: 2048.5560 - logits_profile_predictions_loss: 1958.5515 - logcount_predictions_loss: 1.0182 182/1533 [==>...........................] - ETA: 3:07 - loss: 2048.7371 - logits_profile_predictions_loss: 1958.7369 - logcount_predictions_loss: 1.0181 183/1533 [==>...........................] - ETA: 3:07 - loss: 2048.9031 - logits_profile_predictions_loss: 1958.9082 - logcount_predictions_loss: 1.0180 184/1533 [==>...........................] - ETA: 3:07 - loss: 2049.0712 - logits_profile_predictions_loss: 1959.0807 - logcount_predictions_loss: 1.0180 185/1533 [==>...........................] - ETA: 3:07 - loss: 2049.2325 - logits_profile_predictions_loss: 1959.2466 - logcount_predictions_loss: 1.0179 186/1533 [==>...........................] - ETA: 3:07 - loss: 2049.3933 - logits_profile_predictions_loss: 1959.4125 - logcount_predictions_loss: 1.0179 187/1533 [==>...........................] - ETA: 3:07 - loss: 2049.5510 - logits_profile_predictions_loss: 1959.5757 - logcount_predictions_loss: 1.0178 188/1533 [==>...........................] - ETA: 3:06 - loss: 2049.6999 - logits_profile_predictions_loss: 1959.7295 - logcount_predictions_loss: 1.0178 189/1533 [==>...........................] - ETA: 3:06 - loss: 2049.8376 - logits_profile_predictions_loss: 1959.8726 - logcount_predictions_loss: 1.0177 190/1533 [==>...........................] - ETA: 3:06 - loss: 2049.9800 - logits_profile_predictions_loss: 1960.0187 - logcount_predictions_loss: 1.0177 191/1533 [==>...........................] - ETA: 3:06 - loss: 2050.1147 - logits_profile_predictions_loss: 1960.1577 - logcount_predictions_loss: 1.0176 192/1533 [==>...........................] - ETA: 3:06 - loss: 2050.2456 - logits_profile_predictions_loss: 1960.2928 - logcount_predictions_loss: 1.0176 193/1533 [==>...........................] - ETA: 3:06 - loss: 2050.3831 - logits_profile_predictions_loss: 1960.4350 - logcount_predictions_loss: 1.0175 194/1533 [==>...........................] - ETA: 3:06 - loss: 2050.5082 - logits_profile_predictions_loss: 1960.5650 - logcount_predictions_loss: 1.0175 195/1533 [==>...........................] - ETA: 3:05 - loss: 2050.6242 - logits_profile_predictions_loss: 1960.6857 - logcount_predictions_loss: 1.0174 196/1533 [==>...........................] - ETA: 3:05 - loss: 2050.7478 - logits_profile_predictions_loss: 1960.8138 - logcount_predictions_loss: 1.0174 197/1533 [==>...........................] - ETA: 3:05 - loss: 2050.8684 - logits_profile_predictions_loss: 1960.9386 - logcount_predictions_loss: 1.0173 198/1533 [==>...........................] - ETA: 3:05 - loss: 2050.9903 - logits_profile_predictions_loss: 1961.0651 - logcount_predictions_loss: 1.0173 199/1533 [==>...........................] - ETA: 3:05 - loss: 2051.1104 - logits_profile_predictions_loss: 1961.1901 - logcount_predictions_loss: 1.0172 200/1533 [==>...........................] - ETA: 3:05 - loss: 2051.2359 - logits_profile_predictions_loss: 1961.3200 - logcount_predictions_loss: 1.0172 201/1533 [==>...........................] - ETA: 3:05 - loss: 2051.3547 - logits_profile_predictions_loss: 1961.4431 - logcount_predictions_loss: 1.0171 202/1533 [==>...........................] - ETA: 3:04 - loss: 2051.4721 - logits_profile_predictions_loss: 1961.5652 - logcount_predictions_loss: 1.0170 203/1533 [==>...........................] - ETA: 3:04 - loss: 2051.5925 - logits_profile_predictions_loss: 1961.6904 - logcount_predictions_loss: 1.0170 204/1533 [==>...........................] - ETA: 3:04 - loss: 2051.7056 - logits_profile_predictions_loss: 1961.8087 - logcount_predictions_loss: 1.0169 205/1533 [===>..........................] - ETA: 3:04 - loss: 2051.8188 - logits_profile_predictions_loss: 1961.9272 - logcount_predictions_loss: 1.0169 206/1533 [===>..........................] - ETA: 3:04 - loss: 2051.9282 - logits_profile_predictions_loss: 1962.0416 - logcount_predictions_loss: 1.0168 207/1533 [===>..........................] - ETA: 3:04 - loss: 2052.0367 - logits_profile_predictions_loss: 1962.1552 - logcount_predictions_loss: 1.0168 208/1533 [===>..........................] - ETA: 3:04 - loss: 2052.1421 - logits_profile_predictions_loss: 1962.2649 - logcount_predictions_loss: 1.0167 209/1533 [===>..........................] - ETA: 3:04 - loss: 2052.2428 - logits_profile_predictions_loss: 1962.3701 - logcount_predictions_loss: 1.0167 210/1533 [===>..........................] - ETA: 3:03 - loss: 2052.3371 - logits_profile_predictions_loss: 1962.4689 - logcount_predictions_loss: 1.0166 211/1533 [===>..........................] - ETA: 3:03 - loss: 2052.4313 - logits_profile_predictions_loss: 1962.5676 - logcount_predictions_loss: 1.0166 212/1533 [===>..........................] - ETA: 3:03 - loss: 2052.5227 - logits_profile_predictions_loss: 1962.6634 - logcount_predictions_loss: 1.0165 213/1533 [===>..........................] - ETA: 3:03 - loss: 2052.6063 - logits_profile_predictions_loss: 1962.7504 - logcount_predictions_loss: 1.0165 214/1533 [===>..........................] - ETA: 3:03 - loss: 2052.6842 - logits_profile_predictions_loss: 1962.8320 - logcount_predictions_loss: 1.0164 215/1533 [===>..........................] - ETA: 3:03 - loss: 2052.7680 - logits_profile_predictions_loss: 1962.9190 - logcount_predictions_loss: 1.0164 216/1533 [===>..........................] - ETA: 3:03 - loss: 2052.8532 - logits_profile_predictions_loss: 1963.0079 - logcount_predictions_loss: 1.0164 217/1533 [===>..........................] - ETA: 3:02 - loss: 2052.9259 - logits_profile_predictions_loss: 1963.0846 - logcount_predictions_loss: 1.0163 218/1533 [===>..........................] - ETA: 3:02 - loss: 2053.0112 - logits_profile_predictions_loss: 1963.1744 - logcount_predictions_loss: 1.0163 219/1533 [===>..........................] - ETA: 3:02 - loss: 2053.0926 - logits_profile_predictions_loss: 1963.2600 - logcount_predictions_loss: 1.0162 220/1533 [===>..........................] - ETA: 3:02 - loss: 2053.1660 - logits_profile_predictions_loss: 1963.3383 - logcount_predictions_loss: 1.0162 221/1533 [===>..........................] - ETA: 3:02 - loss: 2053.2425 - logits_profile_predictions_loss: 1963.4196 - logcount_predictions_loss: 1.0161 222/1533 [===>..........................] - ETA: 3:02 - loss: 2053.3113 - logits_profile_predictions_loss: 1963.4935 - logcount_predictions_loss: 1.0160 223/1533 [===>..........................] - ETA: 3:02 - loss: 2053.3709 - logits_profile_predictions_loss: 1963.5585 - logcount_predictions_loss: 1.0160 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logits_profile_predictions_loss: 1964.0344 - logcount_predictions_loss: 1.0156 231/1533 [===>..........................] - ETA: 3:00 - loss: 2053.8770 - logits_profile_predictions_loss: 1964.1046 - logcount_predictions_loss: 1.0155 232/1533 [===>..........................] - ETA: 3:00 - loss: 2053.9391 - logits_profile_predictions_loss: 1964.1714 - logcount_predictions_loss: 1.0155 233/1533 [===>..........................] - ETA: 3:00 - loss: 2054.0036 - logits_profile_predictions_loss: 1964.2404 - logcount_predictions_loss: 1.0154 234/1533 [===>..........................] - ETA: 3:00 - loss: 2054.0636 - logits_profile_predictions_loss: 1964.3051 - logcount_predictions_loss: 1.0154 235/1533 [===>..........................] - ETA: 3:00 - loss: 2054.1254 - logits_profile_predictions_loss: 1964.3716 - logcount_predictions_loss: 1.0153 236/1533 [===>..........................] - ETA: 3:00 - loss: 2054.1853 - logits_profile_predictions_loss: 1964.4364 - logcount_predictions_loss: 1.0153 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logits_profile_predictions_loss: 1964.9490 - logcount_predictions_loss: 1.0148 244/1533 [===>..........................] - ETA: 2:59 - loss: 2054.7334 - logits_profile_predictions_loss: 1965.0261 - logcount_predictions_loss: 1.0148 245/1533 [===>..........................] - ETA: 2:59 - loss: 2054.8153 - logits_profile_predictions_loss: 1965.1132 - logcount_predictions_loss: 1.0147 246/1533 [===>..........................] - ETA: 2:58 - loss: 2054.9028 - logits_profile_predictions_loss: 1965.2055 - logcount_predictions_loss: 1.0147 247/1533 [===>..........................] - ETA: 2:58 - loss: 2054.9837 - logits_profile_predictions_loss: 1965.2906 - logcount_predictions_loss: 1.0146 248/1533 [===>..........................] - ETA: 2:58 - loss: 2055.0642 - logits_profile_predictions_loss: 1965.3755 - logcount_predictions_loss: 1.0146 249/1533 [===>..........................] - ETA: 2:58 - loss: 2055.1454 - logits_profile_predictions_loss: 1965.4614 - logcount_predictions_loss: 1.0145 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logits_profile_predictions_loss: 1967.2084 - logcount_predictions_loss: 1.0138 270/1533 [====>.........................] - ETA: 2:55 - loss: 2056.8947 - logits_profile_predictions_loss: 1967.2754 - logcount_predictions_loss: 1.0138 271/1533 [====>.........................] - ETA: 2:55 - loss: 2056.9581 - logits_profile_predictions_loss: 1967.3412 - logcount_predictions_loss: 1.0138 272/1533 [====>.........................] - ETA: 2:55 - loss: 2057.0258 - logits_profile_predictions_loss: 1967.4108 - logcount_predictions_loss: 1.0137 273/1533 [====>.........................] - ETA: 2:55 - loss: 2057.0936 - logits_profile_predictions_loss: 1967.4805 - logcount_predictions_loss: 1.0137 274/1533 [====>.........................] - ETA: 2:55 - loss: 2057.1572 - logits_profile_predictions_loss: 1967.5460 - logcount_predictions_loss: 1.0137 275/1533 [====>.........................] - ETA: 2:54 - loss: 2057.2231 - logits_profile_predictions_loss: 1967.6133 - logcount_predictions_loss: 1.0137 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logits_profile_predictions_loss: 1967.9848 - logcount_predictions_loss: 1.0136 283/1533 [====>.........................] - ETA: 2:53 - loss: 2057.6358 - logits_profile_predictions_loss: 1968.0376 - logcount_predictions_loss: 1.0136 284/1533 [====>.........................] - ETA: 2:53 - loss: 2057.6860 - logits_profile_predictions_loss: 1968.0882 - logcount_predictions_loss: 1.0136 285/1533 [====>.........................] - ETA: 2:53 - loss: 2057.7304 - logits_profile_predictions_loss: 1968.1332 - logcount_predictions_loss: 1.0135 286/1533 [====>.........................] - ETA: 2:53 - loss: 2057.7763 - logits_profile_predictions_loss: 1968.1796 - logcount_predictions_loss: 1.0135 287/1533 [====>.........................] - ETA: 2:53 - loss: 2057.8263 - logits_profile_predictions_loss: 1968.2302 - logcount_predictions_loss: 1.0135 288/1533 [====>.........................] - ETA: 2:53 - loss: 2057.8742 - logits_profile_predictions_loss: 1968.2788 - logcount_predictions_loss: 1.0135 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logits_profile_predictions_loss: 1968.5991 - logcount_predictions_loss: 1.0135 296/1533 [====>.........................] - ETA: 2:52 - loss: 2058.2362 - logits_profile_predictions_loss: 1968.6453 - logcount_predictions_loss: 1.0135 297/1533 [====>.........................] - ETA: 2:51 - loss: 2058.2763 - logits_profile_predictions_loss: 1968.6861 - logcount_predictions_loss: 1.0135 298/1533 [====>.........................] - ETA: 2:51 - loss: 2058.3153 - logits_profile_predictions_loss: 1968.7259 - logcount_predictions_loss: 1.0135 299/1533 [====>.........................] - ETA: 2:51 - loss: 2058.3582 - logits_profile_predictions_loss: 1968.7698 - logcount_predictions_loss: 1.0134 300/1533 [====>.........................] - ETA: 2:51 - loss: 2058.4032 - logits_profile_predictions_loss: 1968.8151 - logcount_predictions_loss: 1.0134 301/1533 [====>.........................] - ETA: 2:51 - loss: 2058.4513 - logits_profile_predictions_loss: 1968.8638 - logcount_predictions_loss: 1.0134 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logcount_predictions_loss: 0.7799 1524/1533 [============================>.] - ETA: 1s - loss: 1860.7709 - logits_profile_predictions_loss: 1791.8320 - logcount_predictions_loss: 0.7798 1525/1533 [============================>.] - ETA: 1s - loss: 1860.7649 - logits_profile_predictions_loss: 1791.8261 - logcount_predictions_loss: 0.7798 1526/1533 [============================>.] - ETA: 0s - loss: 1860.7590 - logits_profile_predictions_loss: 1791.8203 - logcount_predictions_loss: 0.7798 1527/1533 [============================>.] - ETA: 0s - loss: 1860.7532 - logits_profile_predictions_loss: 1791.8145 - logcount_predictions_loss: 0.7798 1528/1533 [============================>.] - ETA: 0s - loss: 1860.7473 - logits_profile_predictions_loss: 1791.8087 - logcount_predictions_loss: 0.7798 1529/1533 [============================>.] - ETA: 0s - loss: 1860.7415 - logits_profile_predictions_loss: 1791.8031 - logcount_predictions_loss: 0.7798 1530/1533 [============================>.] - ETA: 0s - loss: 1860.7358 - logits_profile_predictions_loss: 1791.7974 - logcount_predictions_loss: 0.7798 1531/1533 [============================>.] - ETA: 0s - loss: 1860.7301 - logits_profile_predictions_loss: 1791.7918 - logcount_predictions_loss: 0.7798 1532/1533 [============================>.] - ETA: 0s - loss: 1860.7245 - logits_profile_predictions_loss: 1791.7863 - logcount_predictions_loss: 0.7798 1533/1533 [==============================] - ETA: 0s - loss: 1860.7188 - logits_profile_predictions_loss: 1791.7808 - logcount_predictions_loss: 0.7798 1533/1533 [==============================] - 228s 148ms/step - loss: 1860.7132 - logits_profile_predictions_loss: 1791.7752 - logcount_predictions_loss: 0.7798 - val_loss: 2878.7224 - val_logits_profile_predictions_loss: 2783.8323 - val_logcount_predictions_loss: 1.0734 Epoch 00017: val_loss did not improve from 2792.55884 Restoring model weights from the end of the best epoch. Epoch 00017: early stopping save model save model without bias 2022-10-04_18-53-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/bigWigs/ENCSR704HNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(24939, 10) loading nonpeaks... got split:test for bed regions:(25702, 10) 0/198 100/198 2022-10-04_18-57-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/bigWigs/ENCSR704HNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(24939, 10) loading nonpeaks... got split:test for bed regions:(25702, 10) 0/198 100/198 2022-10-04_18-59-29: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR704HNG//preprocessing/bigWigs/ENCSR704HNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(24939, 10) loading nonpeaks... got split:test for bed regions:(25702, 10) 0/198 100/198 2022-10-04_19-01-09: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_19-01-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//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 1/24 [>.............................] - ETA: 2:23 3/24 [==>...........................] - ETA: 6s  4/24 [====>.........................] - ETA: 8s 5/24 [=====>........................] - ETA: 8s 6/24 [======>.......................] - ETA: 9s 7/24 [=======>......................] - ETA: 8s 8/24 [=========>....................] - ETA: 8s 9/24 [==========>...................] - ETA: 8s 10/24 [===========>..................] - ETA: 7s 11/24 [============>.................] - ETA: 7s 12/24 [==============>...............] - ETA: 6s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 5s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 2s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 24s 761ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 639ms/step inserting motif: dnase_2 TGTACTTACGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 639ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 638ms/step Saving marginal footprints 2022-10-04_19-02-34: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_19-02-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR704HNG//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/24 [>.............................] - ETA: 1:01 3/24 [==>...........................] - ETA: 0s  4/24 [====>.........................] - ETA: 0s 5/24 [=====>........................] - ETA: 0s 6/24 [======>.......................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 68ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 4/24 [====>.........................] - ETA: 0s 6/24 [======>.......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 51ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 51ms/step Saving marginal footprints