Chainer-CycleGAN [con dataset TENTATIVO 5].ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"Chainer-CycleGAN [con dataset TENTATIVO 5].ipynb","provenance":[],"collapsed_sections":[],"machine_shape":"hm","mount_file_id":"19IvKMdpdHfYUecp-jhJTjFsk1pTDSi9b","authorship_tag":"ABX9TyMBDlgiHEorIDqELgF53yWm"},"kernelspec":{"name":"python3","display_name":"Python 3"},"accelerator":"GPU"},"cells":[{"cell_type":"code","metadata":{"id":"rn3plA2Ykjtm","executionInfo":{"status":"ok","timestamp":1604028959335,"user_tz":-60,"elapsed":2166,"user":{"displayName":"Paolo Maione","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14Gj8WzXBalf8l5zWT1m3zDN4K8CMQVnssgsQR14FaI8=s64","userId":"02326155032486404430"}},"outputId":"bbae46d4-abab-43a3-bfc2-bc927ccedee4","colab":{"base_uri":"https://localhost:8080/"}},"source":["import os\n","os.chdir(r\"/content/drive/My Drive/TesiUNINA/Colab Notebooks/\") \n","!git clone https://github.com/naoto0804/chainer-cyclegan.git"],"execution_count":1,"outputs":[{"output_type":"stream","text":["Cloning into 'chainer-cyclegan'...\n","remote: Enumerating objects: 180, done.\u001b[K\n","remote: Total 180 (delta 0), reused 0 (delta 0), pack-reused 180\u001b[K\n","Receiving objects: 100% (180/180), 101.38 KiB | 2.60 MiB/s, done.\n","Resolving deltas: 100% (102/102), done.\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"r8DwIPh3k_za","executionInfo":{"status":"ok","timestamp":1604058919942,"user_tz":-60,"elapsed":37717,"user":{"displayName":"Paolo Maione","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14Gj8WzXBalf8l5zWT1m3zDN4K8CMQVnssgsQR14FaI8=s64","userId":"02326155032486404430"}},"outputId":"3e8a5807-947a-4cb6-c904-2cef609d1d23","colab":{"base_uri":"https://localhost:8080/"}},"source":["import os\n","os.chdir(r\"/content/drive/My Drive/TesiUNINA/Colab Notebooks/chainer-cyclegan\") \n","!bash ./datasets/download_cyclegan_dataset.sh horse2zebra"],"execution_count":2,"outputs":[{"output_type":"stream","text":["WARNING: timestamping does nothing in combination with -O. See the manual\n","for details.\n","\n","--2020-10-30 11:54:43--  https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/horse2zebra.zip\n","Resolving people.eecs.berkeley.edu (people.eecs.berkeley.edu)... 128.32.189.73\n","Connecting to people.eecs.berkeley.edu (people.eecs.berkeley.edu)|128.32.189.73|:443... connected.\n","HTTP request sent, awaiting response... 200 OK\n","Length: 116867962 (111M) [application/zip]\n","Saving to: ‘./datasets/horse2zebra.zip’\n","\n","./datasets/horse2ze 100%[===================>] 111.45M  33.9MB/s    in 3.7s    \n","\n","2020-10-30 11:54:47 (29.7 MB/s) - ‘./datasets/horse2zebra.zip’ saved [116867962/116867962]\n","\n","mkdir: cannot create directory ‘./datasets/horse2zebra/’: File exists\n","Archive:  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chainercv: filename=chainercv-0.13.1-cp36-cp36m-linux_x86_64.whl size=537357 sha256=450831fc3b61bdbd276704e8a4acda1b102d7cbfb2b6a86b6498667aac484f49\n","  Stored in directory: /root/.cache/pip/wheels/ea/10/01/e221beaa4b3d8341aa819a39ab8d4677457c79c81f521f3a94\n","Successfully built chainercv\n","Installing collected packages: chainercv\n","Successfully installed chainercv-0.13.1\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"ybYcga6Fk6lC","executionInfo":{"status":"ok","timestamp":1604100409476,"user_tz":-60,"elapsed":30133928,"user":{"displayName":"Paolo Maione","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14Gj8WzXBalf8l5zWT1m3zDN4K8CMQVnssgsQR14FaI8=s64","userId":"02326155032486404430"}},"outputId":"3e7ae214-3c09-44e7-c0e6-983afb0f4cdb","colab":{"base_uri":"https://localhost:8080/"}},"source":["import os\n","os.chdir(r\"/content/drive/My Drive/TesiUNINA/Colab Notebooks/chainer-cyclegan\") \n","!python train.py --root \"/content/drive/My Drive/TesiUNINA/Colab Notebooks/tentativo5/pytorch-CycleGAN-and-pix2pix/datasets/DCE_MRI_breastCancer_noBM_normV2_resized\""],"execution_count":8,"outputs":[{"output_type":"stream","text":["\u001b[1;30;43mOutput streaming troncato alle ultime 5000 righe.\u001b[0m\n","this epoch [###############################...................] 63.77%\n","     13500 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. 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Estimated time to finish: 4:23:20.386574.\n","\u001b[4A\u001b[J     total [###################...............................] 38.69%\n","this epoch [###########################################.......] 86.93%\n","     14360 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:23:06.909877.\n","\u001b[4A\u001b[J     total [###################...............................] 38.75%\n","this epoch [###########################################.......] 87.47%\n","     14380 iter, 3 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 4:22:50.826493.\n","\u001b[4A\u001b[J3           14400       32.0952           84.0971           1.60476        4.19042        0.983796        1.00393         0.256785    0.0155724   \n","\u001b[J     total [###################...............................] 38.80%\n","this epoch [############################################......] 88.01%\n","     14400 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:22:38.481220.\n","\u001b[4A\u001b[J     total [###################...............................] 38.86%\n","this epoch [############################################......] 88.55%\n","     14420 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:22:24.965723.\n","\u001b[4A\u001b[J     total [###################...............................] 38.91%\n","this epoch [############################################......] 89.09%\n","     14440 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:22:11.112655.\n","\u001b[4A\u001b[J     total [###################...............................] 38.96%\n","this epoch [############################################......] 89.63%\n","     14460 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:21:57.248585.\n","\u001b[4A\u001b[J     total [###################...............................] 39.02%\n","this epoch [#############################################.....] 90.17%\n","     14480 iter, 3 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 4:21:41.501985.\n","\u001b[4A\u001b[J3           14500       34.1048           83.7399           1.70524        4.17224        0.997419        0.982036        0.241908    0.00886949  \n","\u001b[J     total [###################...............................] 39.07%\n","this epoch [#############################################.....] 90.71%\n","     14500 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:21:29.060507.\n","\u001b[4A\u001b[J     total [###################...............................] 39.12%\n","this epoch [#############################################.....] 91.24%\n","     14520 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:21:15.482715.\n","\u001b[4A\u001b[J     total [###################...............................] 39.18%\n","this epoch [#############################################.....] 91.78%\n","     14540 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:21:01.581666.\n","\u001b[4A\u001b[J     total [###################...............................] 39.23%\n","this epoch [##############################################....] 92.32%\n","     14560 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:20:47.745375.\n","\u001b[4A\u001b[J     total [###################...............................] 39.29%\n","this epoch [##############################################....] 92.86%\n","     14580 iter, 3 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 4:20:32.036258.\n","\u001b[4A\u001b[J3           14600       31.9554           89.975            1.59968        4.49061        0.884954        14.7158         22.0023     0.127148    \n","\u001b[J     total [###################...............................] 39.34%\n","this epoch [##############################################....] 93.40%\n","     14600 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:20:19.702780.\n","\u001b[4A\u001b[J     total [###################...............................] 39.39%\n","this epoch [##############################################....] 93.94%\n","     14620 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:20:06.153576.\n","\u001b[4A\u001b[J     total [###################...............................] 39.45%\n","this epoch [###############################################...] 94.48%\n","     14640 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:19:52.297176.\n","\u001b[4A\u001b[J     total [###################...............................] 39.50%\n","this epoch [###############################################...] 95.02%\n","     14660 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:19:38.413061.\n","\u001b[4A\u001b[J     total [###################...............................] 39.56%\n","this epoch [###############################################...] 95.55%\n","     14680 iter, 3 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 4:19:22.665182.\n","\u001b[4A\u001b[J3           14700       35.9469           91.625            1.79831        4.58935        6.61397         0.719472        0.1821      5.40331     \n","\u001b[J     total [###################...............................] 39.61%\n","this epoch [################################################..] 96.09%\n","     14700 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:19:10.306437.\n","\u001b[4A\u001b[J     total [###################...............................] 39.66%\n","this epoch [################################################..] 96.63%\n","     14720 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:18:56.840492.\n","\u001b[4A\u001b[J     total [###################...............................] 39.72%\n","this epoch [################################################..] 97.17%\n","     14740 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:18:42.999928.\n","\u001b[4A\u001b[J     total [###################...............................] 39.77%\n","this epoch [################################################..] 97.71%\n","     14760 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:18:29.529036.\n","\u001b[4A\u001b[J     total [###################...............................] 39.82%\n","this epoch [#################################################.] 98.25%\n","     14780 iter, 3 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 4:18:13.519084.\n","\u001b[4A\u001b[J3           14800       31.7998           88.095            1.58998        4.44749        0.909877        0.690413        0.0934196   0.0461833   \n","\u001b[J     total [###################...............................] 39.88%\n","this epoch [#################################################.] 98.79%\n","     14800 iter, 3 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 4:18:01.161862.\n","\u001b[4A\u001b[J     total [###################...............................] 39.93%\n","this epoch [#################################################.] 99.33%\n","     14820 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:17:47.758281.\n","\u001b[4A\u001b[J     total [###################...............................] 39.99%\n","this epoch [#################################################.] 99.87%\n","     14840 iter, 3 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 4:17:33.970747.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J     total [####################..............................] 40.04%\n","this epoch [..................................................]  0.43%\n","     14860 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:17:15.909912.\n","\u001b[4A\u001b[J     total [####################..............................] 40.10%\n","this epoch [..................................................]  0.97%\n","     14880 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:17:00.337463.\n","\u001b[4A\u001b[J4           14900       35.0417           95.8917           1.75207        4.842          0.954796        0.786655        0.0473235   0.0125091   \n","\u001b[J     total [####################..............................] 40.15%\n","this epoch [..................................................]  1.51%\n","     14900 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:16:48.048546.\n","\u001b[4A\u001b[J     total [####################..............................] 40.20%\n","this epoch [#.................................................]  2.05%\n","     14920 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:16:34.535844.\n","\u001b[4A\u001b[J     total [####################..............................] 40.26%\n","this epoch [#.................................................]  2.59%\n","     14940 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:16:20.677722.\n","\u001b[4A\u001b[J     total [####################..............................] 40.31%\n","this epoch [#.................................................]  3.12%\n","     14960 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:16:06.876632.\n","\u001b[4A\u001b[J     total [####################..............................] 40.37%\n","this epoch [#.................................................]  3.66%\n","     14980 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:15:51.303574.\n","\u001b[4A\u001b[J4           15000       36.0065           90.1839           1.80031        4.5536         0.978228        0.860582        0.0347521   0.00923615  \n","\u001b[J     total [####################..............................] 40.42%\n","this epoch [##................................................]  4.20%\n","     15000 iter, 4 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 4:15:13.820046.\n","\u001b[4A\u001b[J     total [####################..............................] 40.47%\n","this epoch [##................................................]  4.74%\n","     15020 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:15:24.965045.\n","\u001b[4A\u001b[J     total [####################..............................] 40.53%\n","this epoch [##................................................]  5.28%\n","     15040 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:15:11.151074.\n","\u001b[4A\u001b[J     total [####################..............................] 40.58%\n","this epoch [##................................................]  5.82%\n","     15060 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:14:57.308011.\n","\u001b[4A\u001b[J     total [####################..............................] 40.64%\n","this epoch [###...............................................]  6.36%\n","     15080 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:14:41.647693.\n","\u001b[4A\u001b[J4           15100       32.5335           88.0153           1.62666        4.44276        0.967401        0.892577        0.029821    0.0316455   \n","\u001b[J     total [####################..............................] 40.69%\n","this epoch [###...............................................]  6.90%\n","     15100 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:14:29.249277.\n","\u001b[4A\u001b[J     total [####################..............................] 40.74%\n","this epoch [###...............................................]  7.44%\n","     15120 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:14:15.760072.\n","\u001b[4A\u001b[J     total [####################..............................] 40.80%\n","this epoch [###...............................................]  7.97%\n","     15140 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:14:01.860914.\n","\u001b[4A\u001b[J     total [####################..............................] 40.85%\n","this epoch [####..............................................]  8.51%\n","     15160 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:13:47.960784.\n","\u001b[4A\u001b[J     total [####################..............................] 40.91%\n","this epoch [####..............................................]  9.05%\n","     15180 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:13:32.288424.\n","\u001b[4A\u001b[J4           15200       31.5975           95.6003           1.57986        4.82326        0.971612        0.919154        0.028035    0.0146474   \n","\u001b[J     total [####################..............................] 40.96%\n","this epoch [####..............................................]  9.59%\n","     15200 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:13:19.815378.\n","\u001b[4A\u001b[J     total [####################..............................] 41.01%\n","this epoch [#####.............................................] 10.13%\n","     15220 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:13:06.228618.\n","\u001b[4A\u001b[J     total [####################..............................] 41.07%\n","this epoch [#####.............................................] 10.67%\n","     15240 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:12:52.311169.\n","\u001b[4A\u001b[J     total [####################..............................] 41.12%\n","this epoch [#####.............................................] 11.21%\n","     15260 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:12:38.405359.\n","\u001b[4A\u001b[J     total [####################..............................] 41.17%\n","this epoch [#####.............................................] 11.75%\n","     15280 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:12:22.670626.\n","\u001b[4A\u001b[J4           15300       33.1656           93.2906           1.65827        4.70737        0.9894          0.93917         0.0225429   0.00675987  \n","\u001b[J     total [####################..............................] 41.23%\n","this epoch [######............................................] 12.28%\n","     15300 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:12:10.200928.\n","\u001b[4A\u001b[J     total [####################..............................] 41.28%\n","this epoch [######............................................] 12.82%\n","     15320 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:11:56.660767.\n","\u001b[4A\u001b[J     total [####################..............................] 41.34%\n","this epoch [######............................................] 13.36%\n","     15340 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:11:42.740782.\n","\u001b[4A\u001b[J     total [####################..............................] 41.39%\n","this epoch [######............................................] 13.90%\n","     15360 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:11:28.893367.\n","\u001b[4A\u001b[J     total [####################..............................] 41.44%\n","this epoch [#######...........................................] 14.44%\n","     15380 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:11:13.255709.\n","\u001b[4A\u001b[J4           15400       31.5337           95.9051           1.57667        4.83677        0.981208        0.943713        0.0235863   0.0129379   \n","\u001b[J     total [####################..............................] 41.50%\n","this epoch [#######...........................................] 14.98%\n","     15400 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:11:00.820120.\n","\u001b[4A\u001b[J     total [####################..............................] 41.55%\n","this epoch [#######...........................................] 15.52%\n","     15420 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:10:47.335777.\n","\u001b[4A\u001b[J     total [####################..............................] 41.61%\n","this epoch [########..........................................] 16.06%\n","     15440 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:10:33.483013.\n","\u001b[4A\u001b[J     total [####################..............................] 41.66%\n","this epoch [########..........................................] 16.59%\n","     15460 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:10:19.606318.\n","\u001b[4A\u001b[J     total [####################..............................] 41.71%\n","this epoch [########..........................................] 17.13%\n","     15480 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:10:03.960635.\n","\u001b[4A\u001b[J4           15500       32.8765           86.8128           1.64381        4.37879        0.958377        0.955338        0.0224028   0.0197663   \n","\u001b[J     total [####################..............................] 41.77%\n","this epoch [########..........................................] 17.67%\n","     15500 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:09:51.667215.\n","\u001b[4A\u001b[J     total [####################..............................] 41.82%\n","this epoch [#########.........................................] 18.21%\n","     15520 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:09:38.124891.\n","\u001b[4A\u001b[J     total [####################..............................] 41.88%\n","this epoch [#########.........................................] 18.75%\n","     15540 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:09:24.254052.\n","\u001b[4A\u001b[J     total [####################..............................] 41.93%\n","this epoch [#########.........................................] 19.29%\n","     15560 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:09:10.363739.\n","\u001b[4A\u001b[J     total [####################..............................] 41.98%\n","this epoch [#########.........................................] 19.83%\n","     15580 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:08:54.768124.\n","\u001b[4A\u001b[J4           15600       32.4053           90.4448           1.62597        4.54385        2.65016         0.884744        0.0554003   1.3857      \n","\u001b[J     total [#####################.............................] 42.04%\n","this epoch [##########........................................] 20.37%\n","     15600 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:08:42.319931.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.09%\n","this epoch [##########........................................] 20.91%\n","     15620 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:08:28.825299.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.14%\n","this epoch [##########........................................] 21.44%\n","     15640 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:08:14.964692.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.20%\n","this epoch [##########........................................] 21.98%\n","     15660 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:08:01.151678.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.25%\n","this epoch [###########.......................................] 22.52%\n","     15680 iter, 4 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 4:07:45.552105.\n","\u001b[4A\u001b[J4           15700       35.3126           84.8324           1.79059        4.29032        0.308667        0.982062        0.042255    0.249675    \n","\u001b[J     total [#####################.............................] 42.31%\n","this epoch [###########.......................................] 23.06%\n","     15700 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:07:33.176667.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.36%\n","this epoch [###########.......................................] 23.60%\n","     15720 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:07:19.703219.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.41%\n","this epoch [############......................................] 24.14%\n","     15740 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:07:05.848374.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.47%\n","this epoch [############......................................] 24.68%\n","     15760 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:06:52.022419.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.52%\n","this epoch [############......................................] 25.22%\n","     15780 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:06:36.450260.\n","\u001b[4A\u001b[J4           15800       31.1661           82.164            1.58446        4.18835        0.493551        0.86788         0.100045    0.15189     \n","\u001b[J     total [#####################.............................] 42.58%\n","this epoch [############......................................] 25.75%\n","     15800 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:06:23.999344.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.63%\n","this epoch [#############.....................................] 26.29%\n","     15820 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:06:10.528117.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.68%\n","this epoch [#############.....................................] 26.83%\n","     15840 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:05:56.685555.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.74%\n","this epoch [#############.....................................] 27.37%\n","     15860 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:05:42.779346.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.79%\n","this epoch [#############.....................................] 27.91%\n","     15880 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:05:27.234173.\n","\u001b[4A\u001b[J4           15900       31.8295           78.3609           1.62293        3.99119        0.727818        0.832761        0.158929    0.0903305   \n","\u001b[J     total [#####################.............................] 42.84%\n","this epoch [##############....................................] 28.45%\n","     15900 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:05:14.698644.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.90%\n","this epoch [##############....................................] 28.99%\n","     15920 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:05:01.197387.\n","\u001b[4A\u001b[J     total [#####################.............................] 42.95%\n","this epoch [##############....................................] 29.53%\n","     15940 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:04:47.320825.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.01%\n","this epoch [###############...................................] 30.06%\n","     15960 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:04:33.456241.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.06%\n","this epoch [###############...................................] 30.60%\n","     15980 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:04:17.897097.\n","\u001b[4A\u001b[J4           16000       30.5356           86.5271           1.5571         4.34913        0.807923        0.855814        0.134899    0.0478928   \n","\u001b[J     total [#####################.............................] 43.11%\n","this epoch [###############...................................] 31.14%\n","     16000 iter, 4 epoch / 10 epochs\n","    1.4434 iters/sec. Estimated time to finish: 4:03:41.546035.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.17%\n","this epoch [###############...................................] 31.68%\n","     16020 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:03:51.675262.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.22%\n","this epoch [################..................................] 32.22%\n","     16040 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:03:37.813912.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.28%\n","this epoch [################..................................] 32.76%\n","     16060 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:03:23.922425.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.33%\n","this epoch [################..................................] 33.30%\n","     16080 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:03:08.365788.\n","\u001b[4A\u001b[J4           16100       32.3463           82.3945           1.67885        4.18177        0.924021        0.871181        0.126388    0.116177    \n","\u001b[J     total [#####################.............................] 43.38%\n","this epoch [################..................................] 33.84%\n","     16100 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:02:55.918316.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.44%\n","this epoch [#################.................................] 34.38%\n","     16120 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:02:42.542183.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.49%\n","this epoch [#################.................................] 34.91%\n","     16140 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:02:28.702302.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.55%\n","this epoch [#################.................................] 35.45%\n","     16160 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:02:14.914646.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.60%\n","this epoch [#################.................................] 35.99%\n","     16180 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:01:59.421470.\n","\u001b[4A\u001b[J4           16200       27.8876           82.2877           1.55704        4.17675        0.852638        0.646694        0.200047    0.125004    \n","\u001b[J     total [#####################.............................] 43.65%\n","this epoch [##################................................] 36.53%\n","     16200 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 4:01:47.025168.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.71%\n","this epoch [##################................................] 37.07%\n","     16220 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:01:33.513697.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.76%\n","this epoch [##################................................] 37.61%\n","     16240 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:01:19.640948.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.81%\n","this epoch [###################...............................] 38.15%\n","     16260 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:01:05.768260.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.87%\n","this epoch [###################...............................] 38.69%\n","     16280 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 4:00:50.257755.\n","\u001b[4A\u001b[J4           16300       24.2808           85.914            1.18485        4.31286        0.870495        0.613029        0.160976    0.177604    \n","\u001b[J     total [#####################.............................] 43.92%\n","this epoch [###################...............................] 39.22%\n","     16300 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:00:37.777487.\n","\u001b[4A\u001b[J     total [#####################.............................] 43.98%\n","this epoch [###################...............................] 39.76%\n","     16320 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:00:24.290686.\n","\u001b[4A\u001b[J     total [######################............................] 44.03%\n","this epoch [####################..............................] 40.30%\n","     16340 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 4:00:10.071639.\n","\u001b[4A\u001b[J     total [######################............................] 44.08%\n","this epoch [####################..............................] 40.84%\n","     16360 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:59:56.533688.\n","\u001b[4A\u001b[J     total [######################............................] 44.14%\n","this epoch [####################..............................] 41.38%\n","     16380 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:59:40.942221.\n","\u001b[4A\u001b[J4           16400       26.4784           83.9579           1.29769        4.20711        2.02911         0.586018        0.173957    1.13777     \n","\u001b[J     total [######################............................] 44.19%\n","this epoch [####################..............................] 41.92%\n","     16400 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:59:28.469373.\n","\u001b[4A\u001b[J     total [######################............................] 44.25%\n","this epoch [#####################.............................] 42.46%\n","     16420 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:59:14.897552.\n","\u001b[4A\u001b[J     total [######################............................] 44.30%\n","this epoch [#####################.............................] 43.00%\n","     16440 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:59:01.001694.\n","\u001b[4A\u001b[J     total [######################............................] 44.35%\n","this epoch [#####################.............................] 43.53%\n","     16460 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:58:47.151093.\n","\u001b[4A\u001b[J     total [######################............................] 44.41%\n","this epoch [######################............................] 44.07%\n","     16480 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:58:31.602978.\n","\u001b[4A\u001b[J4           16500       26.2085           85.0061           1.30132        4.26869        0.509786        0.757861        0.155905    0.129135    \n","\u001b[J     total [######################............................] 44.46%\n","this epoch [######################............................] 44.61%\n","     16500 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:58:19.171361.\n","\u001b[4A\u001b[J     total [######################............................] 44.52%\n","this epoch [######################............................] 45.15%\n","     16520 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:58:05.598223.\n","\u001b[4A\u001b[J     total [######################............................] 44.57%\n","this epoch [######################............................] 45.69%\n","     16540 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:57:51.707555.\n","\u001b[4A\u001b[J     total [######################............................] 44.62%\n","this epoch [#######################...........................] 46.23%\n","     16560 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:57:37.821440.\n","\u001b[4A\u001b[J     total [######################............................] 44.68%\n","this epoch [#######################...........................] 46.77%\n","     16580 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:57:22.257125.\n","\u001b[4A\u001b[J4           16600       24.2372           88.198            1.20855        4.41463        0.541925        0.754468        0.154375    0.177423    \n","\u001b[J     total [######################............................] 44.73%\n","this epoch [#######################...........................] 47.31%\n","     16600 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:57:09.763658.\n","\u001b[4A\u001b[J     total [######################............................] 44.78%\n","this epoch [#######################...........................] 47.84%\n","     16620 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:56:56.200712.\n","\u001b[4A\u001b[J     total [######################............................] 44.84%\n","this epoch [########################..........................] 48.38%\n","     16640 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:56:42.344118.\n","\u001b[4A\u001b[J     total [######################............................] 44.89%\n","this epoch [########################..........................] 48.92%\n","     16660 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:56:28.468554.\n","\u001b[4A\u001b[J     total [######################............................] 44.95%\n","this epoch [########################..........................] 49.46%\n","     16680 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:56:12.936853.\n","\u001b[4A\u001b[J4           16700       23.6686           87.1361           1.1828         4.35747        0.522384        0.825588        0.132019    0.149576    \n","\u001b[J     total [######################............................] 45.00%\n","this epoch [#########################.........................] 50.00%\n","     16700 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:56:00.370445.\n","\u001b[4A\u001b[J     total [######################............................] 45.05%\n","this epoch [#########################.........................] 50.54%\n","     16720 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:55:46.770964.\n","\u001b[4A\u001b[J     total [######################............................] 45.11%\n","this epoch [#########################.........................] 51.08%\n","     16740 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:55:32.513071.\n","\u001b[4A\u001b[J     total [######################............................] 45.16%\n","this epoch [#########################.........................] 51.62%\n","     16760 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:55:18.933543.\n","\u001b[4A\u001b[J     total [######################............................] 45.22%\n","this epoch [##########################........................] 52.16%\n","     16780 iter, 4 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:55:03.353486.\n","\u001b[4A\u001b[J4           16800       27.1579           88.6437           1.35952        4.42867        0.504447        0.851025        0.10679     0.197823    \n","\u001b[J     total [######################............................] 45.27%\n","this epoch [##########################........................] 52.69%\n","     16800 iter, 4 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:54:50.680270.\n","\u001b[4A\u001b[J     total [######################............................] 45.32%\n","this epoch [##########################........................] 53.23%\n","     16820 iter, 4 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:54:37.095171.\n","\u001b[4A\u001b[J     total [######################............................] 45.38%\n","this epoch [##########################........................] 53.77%\n","     16840 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:54:26.382355.\n","\u001b[4A\u001b[J     total [######################............................] 45.43%\n","this epoch [###########################.......................] 54.31%\n","     16860 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:54:12.404965.\n","\u001b[4A\u001b[J     total [######################............................] 45.48%\n","this epoch [###########################.......................] 54.85%\n","     16880 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:53:56.770412.\n","\u001b[4A\u001b[J4           16900       25.7437           80.2935           1.29159        4.00955        0.446308        0.911823        0.120787    0.214777    \n","\u001b[J     total [######################............................] 45.54%\n","this epoch [###########################.......................] 55.39%\n","     16900 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:53:44.235177.\n","\u001b[4A\u001b[J     total [######################............................] 45.59%\n","this epoch [###########################.......................] 55.93%\n","     16920 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:53:30.635056.\n","\u001b[4A\u001b[J     total [######################............................] 45.65%\n","this epoch [############################......................] 56.47%\n","     16940 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:53:16.709330.\n","\u001b[4A\u001b[J     total [######################............................] 45.70%\n","this epoch [############################......................] 57.00%\n","     16960 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:53:02.742288.\n","\u001b[4A\u001b[J     total [######################............................] 45.75%\n","this epoch [############################......................] 57.54%\n","     16980 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:52:47.192100.\n","\u001b[4A\u001b[J4           17000       24.5007           86.3981           1.20158        4.31538        0.522973        8.0893          14.807      0.197084    \n","\u001b[J     total [######################............................] 45.81%\n","this epoch [#############################.....................] 58.08%\n","     17000 iter, 4 epoch / 10 epochs\n","    1.4438 iters/sec. Estimated time to finish: 3:52:12.229512.\n","\u001b[4A\u001b[J     total [######################............................] 45.86%\n","this epoch [#############################.....................] 58.62%\n","     17020 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:52:21.033690.\n","\u001b[4A\u001b[J     total [######################............................] 45.92%\n","this epoch [#############################.....................] 59.16%\n","     17040 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:52:07.081722.\n","\u001b[4A\u001b[J     total [######################............................] 45.97%\n","this epoch [#############################.....................] 59.70%\n","     17060 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:51:53.184029.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.02%\n","this epoch [##############################....................] 60.24%\n","     17080 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:51:37.606099.\n","\u001b[4A\u001b[J4           17100       23.9773           87.6581           1.18722        4.38261        0.562154        0.514021        0.151736    0.169871    \n","\u001b[J     total [#######################...........................] 46.08%\n","this epoch [##############################....................] 60.78%\n","     17100 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:51:25.036089.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.13%\n","this epoch [##############################....................] 61.31%\n","     17120 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:51:11.493642.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.19%\n","this epoch [##############################....................] 61.85%\n","     17140 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:50:57.639855.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.24%\n","this epoch [###############################...................] 62.39%\n","     17160 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:50:43.777101.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.29%\n","this epoch [###############################...................] 62.93%\n","     17180 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:50:28.332727.\n","\u001b[4A\u001b[J4           17200       23.736            86.3542           1.18347        4.31747        0.534787        0.672779        0.0908936   0.217626    \n","\u001b[J     total [#######################...........................] 46.35%\n","this epoch [###############################...................] 63.47%\n","     17200 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:50:15.795807.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.40%\n","this epoch [################################..................] 64.01%\n","     17220 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:50:02.219742.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.45%\n","this epoch [################################..................] 64.55%\n","     17240 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:49:48.354879.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.51%\n","this epoch [################################..................] 65.09%\n","     17260 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:49:34.493338.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.56%\n","this epoch [################################..................] 65.62%\n","     17280 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:49:18.996854.\n","\u001b[4A\u001b[J4           17300       24.4177           85.8604           1.22185        4.29281        1.037           0.768388        0.0551203   0.53953     \n","\u001b[J     total [#######################...........................] 46.62%\n","this epoch [#################################.................] 66.16%\n","     17300 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:49:06.381608.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.67%\n","this epoch [#################################.................] 66.70%\n","     17320 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:48:52.854705.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.72%\n","this epoch [#################################.................] 67.24%\n","     17340 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:48:38.937293.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.78%\n","this epoch [#################################.................] 67.78%\n","     17360 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:48:25.051366.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.83%\n","this epoch [##################################................] 68.32%\n","     17380 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:48:09.528902.\n","\u001b[4A\u001b[J4           17400       23.8217           84.4462           1.17681        4.22136        8.60021         0.847373        0.0442641   5.38665     \n","\u001b[J     total [#######################...........................] 46.89%\n","this epoch [##################################................] 68.86%\n","     17400 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:47:56.894050.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.94%\n","this epoch [##################################................] 69.40%\n","     17420 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:47:43.303570.\n","\u001b[4A\u001b[J     total [#######################...........................] 46.99%\n","this epoch [##################################................] 69.94%\n","     17440 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:47:29.401964.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.05%\n","this epoch [###################################...............] 70.47%\n","     17460 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:47:15.535696.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.10%\n","this epoch [###################################...............] 71.01%\n","     17480 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:46:59.998627.\n","\u001b[4A\u001b[J4           17500       25.4325           84.9436           1.26032        4.24776        0.577827        0.900475        0.0374972   0.163759    \n","\u001b[J     total [#######################...........................] 47.16%\n","this epoch [###################################...............] 71.55%\n","     17500 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:46:47.426966.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.21%\n","this epoch [####################################..............] 72.09%\n","     17520 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:46:33.899300.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.26%\n","this epoch [####################################..............] 72.63%\n","     17540 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:46:20.018983.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.32%\n","this epoch [####################################..............] 73.17%\n","     17560 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:46:06.144133.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.37%\n","this epoch [####################################..............] 73.71%\n","     17580 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:45:50.630056.\n","\u001b[4A\u001b[J4           17600       23.3617           87.1181           1.15885        4.35609        0.511855        0.943498        0.0316355   0.170517    \n","\u001b[J     total [#######################...........................] 47.42%\n","this epoch [#####################################.............] 74.25%\n","     17600 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:45:38.042895.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.48%\n","this epoch [#####################################.............] 74.78%\n","     17620 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:45:24.529281.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.53%\n","this epoch [#####################################.............] 75.32%\n","     17640 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:45:10.611834.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.59%\n","this epoch [#####################################.............] 75.86%\n","     17660 iter, 4 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 3:44:56.684942.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.64%\n","this epoch [######################################............] 76.40%\n","     17680 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:44:41.192260.\n","\u001b[4A\u001b[J4           17700       24.0284           82.3232           1.20764        4.11616        0.596797        0.935483        0.0256856   0.13528     \n","\u001b[J     total [#######################...........................] 47.69%\n","this epoch [######################################............] 76.94%\n","     17700 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:44:28.534802.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.75%\n","this epoch [######################################............] 77.48%\n","     17720 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:44:14.928328.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.80%\n","this epoch [#######################################...........] 78.02%\n","     17740 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:44:01.003947.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.86%\n","this epoch [#######################################...........] 78.56%\n","     17760 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:43:47.125309.\n","\u001b[4A\u001b[J     total [#######################...........................] 47.91%\n","this epoch [#######################################...........] 79.09%\n","     17780 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:43:31.623409.\n","\u001b[4A\u001b[J4           17800       25.8375           87.9063           1.30631        4.39519        0.622175        0.946839        0.0260647   0.0921803   \n","\u001b[J     total [#######################...........................] 47.96%\n","this epoch [#######################################...........] 79.63%\n","     17800 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:43:18.970783.\n","\u001b[4A\u001b[J     total [########################..........................] 48.02%\n","this epoch [########################################..........] 80.17%\n","     17820 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:43:05.415081.\n","\u001b[4A\u001b[J     total [########################..........................] 48.07%\n","this epoch [########################################..........] 80.71%\n","     17840 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:42:51.565862.\n","\u001b[4A\u001b[J     total [########################..........................] 48.12%\n","this epoch [########################################..........] 81.25%\n","     17860 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:42:37.641369.\n","\u001b[4A\u001b[J     total [########################..........................] 48.18%\n","this epoch [########################################..........] 81.79%\n","     17880 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:42:22.232932.\n","\u001b[4A\u001b[J4           17900       26.1919           82.5978           1.32968        4.1299         0.574548        0.979564        0.0254381   0.101688    \n","\u001b[J     total [########################..........................] 48.23%\n","this epoch [#########################################.........] 82.33%\n","     17900 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:42:09.596453.\n","\u001b[4A\u001b[J     total [########################..........................] 48.29%\n","this epoch [#########################################.........] 82.87%\n","     17920 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:41:56.017269.\n","\u001b[4A\u001b[J     total [########################..........................] 48.34%\n","this epoch [#########################################.........] 83.41%\n","     17940 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:41:42.125304.\n","\u001b[4A\u001b[J     total [########################..........................] 48.39%\n","this epoch [#########################################.........] 83.94%\n","     17960 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:41:28.210842.\n","\u001b[4A\u001b[J     total [########################..........................] 48.45%\n","this epoch [##########################################........] 84.48%\n","     17980 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:41:12.720379.\n","\u001b[4A\u001b[J4           18000       22.0596           85.9299           1.12042        4.29644        0.661303        0.958246        0.0235193   0.0911872   \n","\u001b[J     total [########################..........................] 48.50%\n","this epoch [##########################################........] 85.02%\n","     18000 iter, 4 epoch / 10 epochs\n","     1.444 iters/sec. Estimated time to finish: 3:40:38.604191.\n","\u001b[4A\u001b[J     total [########################..........................] 48.56%\n","this epoch [##########################################........] 85.56%\n","     18020 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:40:46.392693.\n","\u001b[4A\u001b[J     total [########################..........................] 48.61%\n","this epoch [###########################################.......] 86.10%\n","     18040 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:40:32.556759.\n","\u001b[4A\u001b[J     total [########################..........................] 48.66%\n","this epoch [###########################################.......] 86.64%\n","     18060 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:40:18.686486.\n","\u001b[4A\u001b[J     total [########################..........................] 48.72%\n","this epoch [###########################################.......] 87.18%\n","     18080 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:40:03.221372.\n","\u001b[4A\u001b[J4           18100       21.8525           86.2928           1.11135        4.31836        0.644257        0.971601        0.021065    0.0999857   \n","\u001b[J     total [########################..........................] 48.77%\n","this epoch [###########################################.......] 87.72%\n","     18100 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:39:50.480627.\n","\u001b[4A\u001b[J     total [########################..........................] 48.83%\n","this epoch [############################################......] 88.25%\n","     18120 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:39:36.922802.\n","\u001b[4A\u001b[J     total [########################..........................] 48.88%\n","this epoch [############################################......] 88.79%\n","     18140 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:39:23.010798.\n","\u001b[4A\u001b[J     total [########################..........................] 48.93%\n","this epoch [############################################......] 89.33%\n","     18160 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:39:09.096535.\n","\u001b[4A\u001b[J     total [########################..........................] 48.99%\n","this epoch [############################################......] 89.87%\n","     18180 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:38:53.649688.\n","\u001b[4A\u001b[J4           18200       26.22             88.5553           1.33095        4.42813        0.691929        0.979894        0.0242802   0.0860314   \n","\u001b[J     total [########################..........................] 49.04%\n","this epoch [#############################################.....] 90.41%\n","     18200 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:38:40.974354.\n","\u001b[4A\u001b[J     total [########################..........................] 49.09%\n","this epoch [#############################################.....] 90.95%\n","     18220 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:38:27.401116.\n","\u001b[4A\u001b[J     total [########################..........................] 49.15%\n","this epoch [#############################################.....] 91.49%\n","     18240 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:38:13.514175.\n","\u001b[4A\u001b[J     total [########################..........................] 49.20%\n","this epoch [##############################################....] 92.03%\n","     18260 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:37:59.637802.\n","\u001b[4A\u001b[J     total [########################..........................] 49.26%\n","this epoch [##############################################....] 92.56%\n","     18280 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:37:44.254612.\n","\u001b[4A\u001b[J4           18300       28.2374           85.0151           1.43097        4.25049        0.541764        0.958966        0.0227407   0.113088    \n","\u001b[J     total [########################..........................] 49.31%\n","this epoch [##############################################....] 93.10%\n","     18300 iter, 4 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 3:37:31.601352.\n","\u001b[4A\u001b[J     total [########################..........................] 49.36%\n","this epoch [##############################################....] 93.64%\n","     18320 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:37:18.177063.\n","\u001b[4A\u001b[J     total [########################..........................] 49.42%\n","this epoch [###############################################...] 94.18%\n","     18340 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:37:04.325003.\n","\u001b[4A\u001b[J     total [########################..........................] 49.47%\n","this epoch [###############################################...] 94.72%\n","     18360 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:36:50.452971.\n","\u001b[4A\u001b[J     total [########################..........................] 49.53%\n","this epoch [###############################################...] 95.26%\n","     18380 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:36:35.051049.\n","\u001b[4A\u001b[J4           18400       22.3711           82.9009           1.12936        4.14489        0.50334         1.05346         0.0922291   0.21062     \n","\u001b[J     total [########################..........................] 49.58%\n","this epoch [###############################################...] 95.80%\n","     18400 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:36:22.394854.\n","\u001b[4A\u001b[J     total [########################..........................] 49.63%\n","this epoch [################################################..] 96.34%\n","     18420 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:36:08.828950.\n","\u001b[4A\u001b[J     total [########################..........................] 49.69%\n","this epoch [################################################..] 96.88%\n","     18440 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:35:54.962861.\n","\u001b[4A\u001b[J     total [########################..........................] 49.74%\n","this epoch [################################################..] 97.41%\n","     18460 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:35:41.078352.\n","\u001b[4A\u001b[J     total [########################..........................] 49.80%\n","this epoch [################################################..] 97.95%\n","     18480 iter, 4 epoch / 10 epochs\n","    1.4418 iters/sec. Estimated time to finish: 3:35:25.643972.\n","\u001b[4A\u001b[J4           18500       25.9456           87.3009           1.30622        4.3649         0.516351        1.00238         0.0481316   0.15774     \n","\u001b[J     total [########################..........................] 49.85%\n","this epoch [#################################################.] 98.49%\n","     18500 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:35:13.053956.\n","\u001b[4A\u001b[J     total [########################..........................] 49.90%\n","this epoch [#################################################.] 99.03%\n","     18520 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:34:59.482514.\n","\u001b[4A\u001b[J     total [########################..........................] 49.96%\n","this epoch [#################################################.] 99.57%\n","     18540 iter, 4 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 3:34:45.637688.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J     total [#########################.........................] 50.01%\n","this epoch [..................................................]  0.13%\n","     18560 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:34:27.755241.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.07%\n","this epoch [..................................................]  0.67%\n","     18580 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:34:12.377905.\n","\u001b[4A\u001b[J5           18600       21.6362           80.0781           1.09319        4.00389        0.448171        1.04019         0.075851    0.177295    \n","\u001b[J     total [#########################.........................] 50.12%\n","this epoch [..................................................]  1.21%\n","     18600 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:33:59.738217.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.18%\n","this epoch [..................................................]  1.75%\n","     18620 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:33:46.138798.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.23%\n","this epoch [#.................................................]  2.29%\n","     18640 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:33:32.300325.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.28%\n","this epoch [#.................................................]  2.83%\n","     18660 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:33:18.429127.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.34%\n","this epoch [#.................................................]  3.37%\n","     18680 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:33:03.069818.\n","\u001b[4A\u001b[J5           18700       25.7898           83.9756           1.31984        4.19876        0.533298        1.02804         0.0791566   0.182176    \n","\u001b[J     total [#########################.........................] 50.39%\n","this epoch [#.................................................]  3.91%\n","     18700 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:32:50.392441.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.44%\n","this epoch [##................................................]  4.45%\n","     18720 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:32:36.856760.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.50%\n","this epoch [##................................................]  4.98%\n","     18740 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:32:22.982503.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.55%\n","this epoch [##................................................]  5.52%\n","     18760 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:32:09.590263.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.61%\n","this epoch [###...............................................]  6.06%\n","     18780 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:31:53.848109.\n","\u001b[4A\u001b[J5           18800       22.243            89.3671           1.08407        4.46763        0.989969        1.07056         0.0974732   0.324294    \n","\u001b[J     total [#########################.........................] 50.66%\n","this epoch [###...............................................]  6.60%\n","     18800 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:31:41.172431.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.71%\n","this epoch [###...............................................]  7.14%\n","     18820 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:31:27.610060.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.77%\n","this epoch [###...............................................]  7.68%\n","     18840 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:31:13.763262.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.82%\n","this epoch [####..............................................]  8.22%\n","     18860 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:30:59.958839.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.88%\n","this epoch [####..............................................]  8.76%\n","     18880 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:30:44.607911.\n","\u001b[4A\u001b[J5           18900       24.4474           88.3627           1.19862        4.41792        0.828058        1.03164         0.0718826   0.100032    \n","\u001b[J     total [#########################.........................] 50.93%\n","this epoch [####..............................................]  9.29%\n","     18900 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:30:31.963297.\n","\u001b[4A\u001b[J     total [#########################.........................] 50.98%\n","this epoch [####..............................................]  9.83%\n","     18920 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:30:18.451766.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.04%\n","this epoch [#####.............................................] 10.37%\n","     18940 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:30:04.632364.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.09%\n","this epoch [#####.............................................] 10.91%\n","     18960 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:29:50.771279.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.14%\n","this epoch [#####.............................................] 11.45%\n","     18980 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:29:35.398498.\n","\u001b[4A\u001b[J5           19000       22.3234           87.0688           1.11876        4.35339        0.76698         1.05489         0.0891628   0.122154    \n","\u001b[J     total [#########################.........................] 51.20%\n","this epoch [#####.............................................] 11.99%\n","     19000 iter, 5 epoch / 10 epochs\n","    1.4436 iters/sec. Estimated time to finish: 3:29:02.561274.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.25%\n","this epoch [######............................................] 12.53%\n","     19020 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:29:09.260303.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.31%\n","this epoch [######............................................] 13.07%\n","     19040 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:28:55.384751.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.36%\n","this epoch [######............................................] 13.60%\n","     19060 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:28:41.518635.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.41%\n","this epoch [#######...........................................] 14.14%\n","     19080 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:28:26.125903.\n","\u001b[4A\u001b[J5           19100       24.8674           80.9707           1.2528         4.05258        0.785696        0.993111        0.177859    0.0815557   \n","\u001b[J     total [#########################.........................] 51.47%\n","this epoch [#######...........................................] 14.68%\n","     19100 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:28:13.462069.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.52%\n","this epoch [#######...........................................] 15.22%\n","     19120 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:27:59.883757.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.58%\n","this epoch [#######...........................................] 15.76%\n","     19140 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:27:46.019909.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.63%\n","this epoch [########..........................................] 16.30%\n","     19160 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:27:32.183608.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.68%\n","this epoch [########..........................................] 16.84%\n","     19180 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:27:16.892477.\n","\u001b[4A\u001b[J5           19200       24.5753           88.6926           1.20497        4.43513        0.909897        1.9444          1.09602     0.12526     \n","\u001b[J     total [#########################.........................] 51.74%\n","this epoch [########..........................................] 17.38%\n","     19200 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:27:04.248553.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.79%\n","this epoch [########..........................................] 17.91%\n","     19220 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:26:50.756801.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.85%\n","this epoch [#########.........................................] 18.45%\n","     19240 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:26:36.899962.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.90%\n","this epoch [#########.........................................] 18.99%\n","     19260 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:26:23.072652.\n","\u001b[4A\u001b[J     total [#########################.........................] 51.95%\n","this epoch [#########.........................................] 19.53%\n","     19280 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:26:07.798698.\n","\u001b[4A\u001b[J5           19300       24.6293           84.9053           1.21398        4.2453         0.794999        1.0019          0.0396508   0.0657285   \n","\u001b[J     total [##########################........................] 52.01%\n","this epoch [##########........................................] 20.07%\n","     19300 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:25:55.074418.\n","\u001b[4A\u001b[J     total [##########################........................] 52.06%\n","this epoch [##########........................................] 20.61%\n","     19320 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:25:41.561562.\n","\u001b[4A\u001b[J     total [##########################........................] 52.11%\n","this epoch [##########........................................] 21.15%\n","     19340 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:25:27.743995.\n","\u001b[4A\u001b[J     total [##########################........................] 52.17%\n","this epoch [##########........................................] 21.69%\n","     19360 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:25:13.923661.\n","\u001b[4A\u001b[J     total [##########################........................] 52.22%\n","this epoch [###########.......................................] 22.23%\n","     19380 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:24:58.653514.\n","\u001b[4A\u001b[J5           19400       22.3822           89.38             1.13172        4.4689         0.818427        0.994409        0.0293881   0.0923266   \n","\u001b[J     total [##########################........................] 52.28%\n","this epoch [###########.......................................] 22.76%\n","     19400 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:24:46.005895.\n","\u001b[4A\u001b[J     total [##########################........................] 52.33%\n","this epoch [###########.......................................] 23.30%\n","     19420 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:24:32.528687.\n","\u001b[4A\u001b[J     total [##########################........................] 52.38%\n","this epoch [###########.......................................] 23.84%\n","     19440 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:24:18.637696.\n","\u001b[4A\u001b[J     total [##########################........................] 52.44%\n","this epoch [############......................................] 24.38%\n","     19460 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:24:04.802726.\n","\u001b[4A\u001b[J     total [##########################........................] 52.49%\n","this epoch [############......................................] 24.92%\n","     19480 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:23:49.492372.\n","\u001b[4A\u001b[J5           19500       23.7399           84.9993           1.16574        4.25004        0.867886        1.04727         0.072009    0.0841202   \n","\u001b[J     total [##########################........................] 52.55%\n","this epoch [############......................................] 25.46%\n","     19500 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:23:36.762269.\n","\u001b[4A\u001b[J     total [##########################........................] 52.60%\n","this epoch [############......................................] 26.00%\n","     19520 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:23:23.224019.\n","\u001b[4A\u001b[J     total [##########################........................] 52.65%\n","this epoch [#############.....................................] 26.54%\n","     19540 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:23:09.335514.\n","\u001b[4A\u001b[J     total [##########################........................] 52.71%\n","this epoch [#############.....................................] 27.07%\n","     19560 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:22:55.556480.\n","\u001b[4A\u001b[J     total [##########################........................] 52.76%\n","this epoch [#############.....................................] 27.61%\n","     19580 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:22:40.278843.\n","\u001b[4A\u001b[J5           19600       28.0314           86.6696           1.37042        4.33299        0.856799        1.04132         0.0687959   0.0587345   \n","\u001b[J     total [##########################........................] 52.82%\n","this epoch [##############....................................] 28.15%\n","     19600 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:22:27.565658.\n","\u001b[4A\u001b[J     total [##########################........................] 52.87%\n","this epoch [##############....................................] 28.69%\n","     19620 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:22:14.216270.\n","\u001b[4A\u001b[J     total [##########################........................] 52.92%\n","this epoch [##############....................................] 29.23%\n","     19640 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:22:00.432840.\n","\u001b[4A\u001b[J     total [##########################........................] 52.98%\n","this epoch [##############....................................] 29.77%\n","     19660 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:21:46.625845.\n","\u001b[4A\u001b[J     total [##########################........................] 53.03%\n","this epoch [###############...................................] 30.31%\n","     19680 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:21:31.400919.\n","\u001b[4A\u001b[J5           19700       24.0612           84.9743           1.17088        4.24887        0.961838        1.07368         0.105861    0.133153    \n","\u001b[J     total [##########################........................] 53.08%\n","this epoch [###############...................................] 30.85%\n","     19700 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:21:18.763058.\n","\u001b[4A\u001b[J     total [##########################........................] 53.14%\n","this epoch [###############...................................] 31.38%\n","     19720 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:21:05.246655.\n","\u001b[4A\u001b[J     total [##########################........................] 53.19%\n","this epoch [###############...................................] 31.92%\n","     19740 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:20:51.423707.\n","\u001b[4A\u001b[J     total [##########################........................] 53.25%\n","this epoch [################..................................] 32.46%\n","     19760 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:20:37.602118.\n","\u001b[4A\u001b[J     total [##########################........................] 53.30%\n","this epoch [################..................................] 33.00%\n","     19780 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:20:22.347996.\n","\u001b[4A\u001b[J5           19800       24.9322           85.748            1.21275        4.28781        0.930927        0.996244        0.0317923   0.0606162   \n","\u001b[J     total [##########################........................] 53.35%\n","this epoch [################..................................] 33.54%\n","     19800 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:20:09.644946.\n","\u001b[4A\u001b[J     total [##########################........................] 53.41%\n","this epoch [#################.................................] 34.08%\n","     19820 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:19:56.071167.\n","\u001b[4A\u001b[J     total [##########################........................] 53.46%\n","this epoch [#################.................................] 34.62%\n","     19840 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:19:42.240235.\n","\u001b[4A\u001b[J     total [##########################........................] 53.52%\n","this epoch [#################.................................] 35.16%\n","     19860 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:19:28.336817.\n","\u001b[4A\u001b[J     total [##########################........................] 53.57%\n","this epoch [#################.................................] 35.70%\n","     19880 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:19:13.048124.\n","\u001b[4A\u001b[J5           19900       24.4083           82.6587           1.17948        4.13342        1.01137         1.07004         0.10463     0.136274    \n","\u001b[J     total [##########################........................] 53.62%\n","this epoch [##################................................] 36.23%\n","     19900 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:19:00.343341.\n","\u001b[4A\u001b[J     total [##########################........................] 53.68%\n","this epoch [##################................................] 36.77%\n","     19920 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:18:46.813691.\n","\u001b[4A\u001b[J     total [##########################........................] 53.73%\n","this epoch [##################................................] 37.31%\n","     19940 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:18:32.933930.\n","\u001b[4A\u001b[J     total [##########################........................] 53.79%\n","this epoch [##################................................] 37.85%\n","     19960 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:18:19.114288.\n","\u001b[4A\u001b[J     total [##########################........................] 53.84%\n","this epoch [###################...............................] 38.39%\n","     19980 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:18:03.881984.\n","\u001b[4A\u001b[J5           20000       23.0691           80.5494           1.11677        4.02708        40.5602         1.04732         0.0884723   21.2878     \n","\u001b[J     total [##########################........................] 53.89%\n","this epoch [###################...............................] 38.93%\n","     20000 iter, 5 epoch / 10 epochs\n","    1.4433 iters/sec. Estimated time to finish: 3:17:32.064718.\n","\u001b[4A\u001b[J     total [##########################........................] 53.95%\n","this epoch [###################...............................] 39.47%\n","     20020 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:17:37.682902.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.00%\n","this epoch [####################..............................] 40.01%\n","     20040 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:17:23.821651.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.05%\n","this epoch [####################..............................] 40.54%\n","     20060 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:17:09.942782.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.11%\n","this epoch [####################..............................] 41.08%\n","     20080 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:16:54.724400.\n","\u001b[4A\u001b[J5           20100       26.7145           84.506            1.3118         4.22367        0.424067        1.02412         0.074792    0.298372    \n","\u001b[J     total [###########################.......................] 54.16%\n","this epoch [####################..............................] 41.62%\n","     20100 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:16:41.994202.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.22%\n","this epoch [#####################.............................] 42.16%\n","     20120 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:16:28.433388.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.27%\n","this epoch [#####################.............................] 42.70%\n","     20140 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:16:14.577679.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.32%\n","this epoch [#####################.............................] 43.24%\n","     20160 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:16:00.669415.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.38%\n","this epoch [#####################.............................] 43.78%\n","     20180 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:15:45.453930.\n","\u001b[4A\u001b[J5           20200       24.4813           91.1106           1.19899        4.55384        0.458068        1.06882         0.0967283   0.199739    \n","\u001b[J     total [###########################.......................] 54.43%\n","this epoch [######################............................] 44.32%\n","     20200 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:15:32.715919.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.49%\n","this epoch [######################............................] 44.85%\n","     20220 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:15:19.194422.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.54%\n","this epoch [######################............................] 45.39%\n","     20240 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:15:05.315465.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.59%\n","this epoch [######################............................] 45.93%\n","     20260 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:14:51.433429.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.65%\n","this epoch [#######################...........................] 46.47%\n","     20280 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:14:36.191786.\n","\u001b[4A\u001b[J5           20300       23.8174           86.0185           1.16442        4.29912        0.492648        1.11135         0.162306    0.159245    \n","\u001b[J     total [###########################.......................] 54.70%\n","this epoch [#######################...........................] 47.01%\n","     20300 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:14:23.338512.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.75%\n","this epoch [#######################...........................] 47.55%\n","     20320 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:14:09.812959.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.81%\n","this epoch [########################..........................] 48.09%\n","     20340 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:13:55.952038.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.86%\n","this epoch [########################..........................] 48.63%\n","     20360 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:13:42.075495.\n","\u001b[4A\u001b[J     total [###########################.......................] 54.92%\n","this epoch [########################..........................] 49.16%\n","     20380 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:13:26.856632.\n","\u001b[4A\u001b[J5           20400       26.3186           87.6736           1.28709        4.38194        0.553829        1.0127          0.0589203   0.137354    \n","\u001b[J     total [###########################.......................] 54.97%\n","this epoch [########################..........................] 49.70%\n","     20400 iter, 5 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 3:13:14.105394.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.02%\n","this epoch [#########################.........................] 50.24%\n","     20420 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:13:00.567584.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.08%\n","this epoch [#########################.........................] 50.78%\n","     20440 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:12:46.700731.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.13%\n","this epoch [#########################.........................] 51.32%\n","     20460 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:12:32.854009.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.19%\n","this epoch [#########################.........................] 51.86%\n","     20480 iter, 5 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 3:12:17.601446.\n","\u001b[4A\u001b[J5           20500       26.4982           84.2939           1.29543        4.21283        0.58669         1.08918         0.149188    0.120978    \n","\u001b[J     total [###########################.......................] 55.24%\n","this epoch [##########################........................] 52.40%\n","     20500 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:12:04.861767.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.29%\n","this epoch [##########################........................] 52.94%\n","     20520 iter, 5 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 3:11:51.310958.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.35%\n","this epoch [##########################........................] 53.48%\n","     20540 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:11:40.408367.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.40%\n","this epoch [###########################.......................] 54.01%\n","     20560 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:11:26.539107.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.46%\n","this epoch [###########################.......................] 54.55%\n","     20580 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:11:11.312248.\n","\u001b[4A\u001b[J5           20600       27.0574           89.0631           1.32615        4.45125        0.646013        1.08291         0.154105    0.113622    \n","\u001b[J     total [###########################.......................] 55.51%\n","this epoch [###########################.......................] 55.09%\n","     20600 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:10:58.560604.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.56%\n","this epoch [###########################.......................] 55.63%\n","     20620 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:10:44.907635.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.62%\n","this epoch [############################......................] 56.17%\n","     20640 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:10:31.075262.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.67%\n","this epoch [############################......................] 56.71%\n","     20660 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:10:17.209721.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.72%\n","this epoch [############################......................] 57.25%\n","     20680 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:10:02.080278.\n","\u001b[4A\u001b[J5           20700       22.8623           83.2825           1.11661        4.16401        0.663469        1.114           0.197424    0.112153    \n","\u001b[J     total [###########################.......................] 55.78%\n","this epoch [############################......................] 57.79%\n","     20700 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:09:49.325597.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.83%\n","this epoch [#############################.....................] 58.32%\n","     20720 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:09:35.728964.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.89%\n","this epoch [#############################.....................] 58.86%\n","     20740 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:09:21.508227.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.94%\n","this epoch [#############################.....................] 59.40%\n","     20760 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:09:08.050564.\n","\u001b[4A\u001b[J     total [###########################.......................] 55.99%\n","this epoch [#############################.....................] 59.94%\n","     20780 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:08:52.887841.\n","\u001b[4A\u001b[J5           20800       24.2156           81.2257           1.18218        4.06151        0.708589        1.10577         0.180326    0.109203    \n","\u001b[J     total [############################......................] 56.05%\n","this epoch [##############################....................] 60.48%\n","     20800 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:08:40.109862.\n","\u001b[4A\u001b[J     total [############################......................] 56.10%\n","this epoch [##############################....................] 61.02%\n","     20820 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:08:26.457391.\n","\u001b[4A\u001b[J     total [############################......................] 56.16%\n","this epoch [##############################....................] 61.56%\n","     20840 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:08:12.559027.\n","\u001b[4A\u001b[J     total [############################......................] 56.21%\n","this epoch [###############################...................] 62.10%\n","     20860 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:07:58.688140.\n","\u001b[4A\u001b[J     total [############################......................] 56.26%\n","this epoch [###############################...................] 62.63%\n","     20880 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:07:43.484666.\n","\u001b[4A\u001b[J5           20900       24.0528           84.331            1.17995        4.21682        0.709442        1.18437         0.270332    0.162749    \n","\u001b[J     total [############################......................] 56.32%\n","this epoch [###############################...................] 63.17%\n","     20900 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:07:30.622364.\n","\u001b[4A\u001b[J     total [############################......................] 56.37%\n","this epoch [###############################...................] 63.71%\n","     20920 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:07:17.174806.\n","\u001b[4A\u001b[J     total [############################......................] 56.43%\n","this epoch [################################..................] 64.25%\n","     20940 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:07:03.307849.\n","\u001b[4A\u001b[J     total [############################......................] 56.48%\n","this epoch [################################..................] 64.79%\n","     20960 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:06:49.451686.\n","\u001b[4A\u001b[J     total [############################......................] 56.53%\n","this epoch [################################..................] 65.33%\n","     20980 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:06:34.309453.\n","\u001b[4A\u001b[J5           21000       24.086            81.6186           1.18763        4.08129        0.658825        1.01036         0.0783102   0.208486    \n","\u001b[J     total [############################......................] 56.59%\n","this epoch [################################..................] 65.87%\n","     21000 iter, 5 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 3:06:03.514682.\n","\u001b[4A\u001b[J     total [############################......................] 56.64%\n","this epoch [#################################.................] 66.41%\n","     21020 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:06:07.790566.\n","\u001b[4A\u001b[J     total [############################......................] 56.69%\n","this epoch [#################################.................] 66.95%\n","     21040 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:05:53.959860.\n","\u001b[4A\u001b[J     total [############################......................] 56.75%\n","this epoch [#################################.................] 67.48%\n","     21060 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:05:40.111851.\n","\u001b[4A\u001b[J     total [############################......................] 56.80%\n","this epoch [##################################................] 68.02%\n","     21080 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:05:24.925716.\n","\u001b[4A\u001b[J5           21100       26.5572           85.7243           1.3127         4.28663        0.69314         1.0293          0.0884634   0.21442     \n","\u001b[J     total [############################......................] 56.86%\n","this epoch [##################################................] 68.56%\n","     21100 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:05:12.111427.\n","\u001b[4A\u001b[J     total [############################......................] 56.91%\n","this epoch [##################################................] 69.10%\n","     21120 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:04:58.440360.\n","\u001b[4A\u001b[J     total [############################......................] 56.96%\n","this epoch [##################################................] 69.64%\n","     21140 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:04:44.521952.\n","\u001b[4A\u001b[J     total [############################......................] 57.02%\n","this epoch [###################################...............] 70.18%\n","     21160 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:04:30.645581.\n","\u001b[4A\u001b[J     total [############################......................] 57.07%\n","this epoch [###################################...............] 70.72%\n","     21180 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:04:15.464558.\n","\u001b[4A\u001b[J5           21200       25.8644           84.1401           1.27004        4.20678        0.66762         1.14629         0.264824    0.146192    \n","\u001b[J     total [############################......................] 57.13%\n","this epoch [###################################...............] 71.26%\n","     21200 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:04:02.613037.\n","\u001b[4A\u001b[J     total [############################......................] 57.18%\n","this epoch [###################################...............] 71.79%\n","     21220 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:03:48.947632.\n","\u001b[4A\u001b[J     total [############################......................] 57.23%\n","this epoch [####################################..............] 72.33%\n","     21240 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:03:35.056882.\n","\u001b[4A\u001b[J     total [############################......................] 57.29%\n","this epoch [####################################..............] 72.87%\n","     21260 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:03:21.172885.\n","\u001b[4A\u001b[J     total [############################......................] 57.34%\n","this epoch [####################################..............] 73.41%\n","     21280 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:03:06.047633.\n","\u001b[4A\u001b[J5           21300       27.5671           86.5667           1.34928        4.32833        0.748516        1.04483         0.0878026   0.141647    \n","\u001b[J     total [############################......................] 57.39%\n","this epoch [####################################..............] 73.95%\n","     21300 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:02:53.174278.\n","\u001b[4A\u001b[J     total [############################......................] 57.45%\n","this epoch [#####################################.............] 74.49%\n","     21320 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:02:39.441779.\n","\u001b[4A\u001b[J     total [############################......................] 57.50%\n","this epoch [#####################################.............] 75.03%\n","     21340 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:02:25.565908.\n","\u001b[4A\u001b[J     total [############################......................] 57.56%\n","this epoch [#####################################.............] 75.57%\n","     21360 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:02:11.667569.\n","\u001b[4A\u001b[J     total [############################......................] 57.61%\n","this epoch [######################################............] 76.10%\n","     21380 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:01:56.427699.\n","\u001b[4A\u001b[J5           21400       27.0317           85.1501           1.31993        4.25825        0.772577        1.10295         0.189692    0.114168    \n","\u001b[J     total [############################......................] 57.66%\n","this epoch [######################################............] 76.64%\n","     21400 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:01:43.543931.\n","\u001b[4A\u001b[J     total [############################......................] 57.72%\n","this epoch [######################################............] 77.18%\n","     21420 iter, 5 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 3:01:29.876941.\n","\u001b[4A\u001b[J     total [############################......................] 57.77%\n","this epoch [######################################............] 77.72%\n","     21440 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:01:15.936424.\n","\u001b[4A\u001b[J     total [############################......................] 57.83%\n","this epoch [#######################################...........] 78.26%\n","     21460 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:01:02.066746.\n","\u001b[4A\u001b[J     total [############################......................] 57.88%\n","this epoch [#######################################...........] 78.80%\n","     21480 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 3:00:46.890574.\n","\u001b[4A\u001b[J5           21500       24.2928           88.4772           1.18118        4.43088        0.838134        2.96703         2.6919      0.097894    \n","\u001b[J     total [############################......................] 57.93%\n","this epoch [#######################################...........] 79.34%\n","     21500 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:00:33.992633.\n","\u001b[4A\u001b[J     total [############################......................] 57.99%\n","this epoch [#######################################...........] 79.88%\n","     21520 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:00:20.246118.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.04%\n","this epoch [########################################..........] 80.41%\n","     21540 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 3:00:06.337471.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.10%\n","this epoch [########################################..........] 80.95%\n","     21560 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:59:52.426872.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.15%\n","this epoch [########################################..........] 81.49%\n","     21580 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:59:37.244237.\n","\u001b[4A\u001b[J5           21600       22.7565           85.1925           1.11959        4.27095        0.78052         0.706853        0.173851    0.102651    \n","\u001b[J     total [#############################.....................] 58.20%\n","this epoch [#########################################.........] 82.03%\n","     21600 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:59:24.223102.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.26%\n","this epoch [#########################################.........] 82.57%\n","     21620 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:59:10.513797.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.31%\n","this epoch [#########################################.........] 83.11%\n","     21640 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:58:56.591098.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.36%\n","this epoch [#########################################.........] 83.65%\n","     21660 iter, 5 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:58:42.655449.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.42%\n","this epoch [##########################################........] 84.19%\n","     21680 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:58:27.464323.\n","\u001b[4A\u001b[J5           21700       26.6176           83.5877           1.33791        4.19269        0.810904        0.922072        0.368693    0.0700849   \n","\u001b[J     total [#############################.....................] 58.47%\n","this epoch [##########################################........] 84.73%\n","     21700 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:58:14.571398.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.53%\n","this epoch [##########################################........] 85.26%\n","     21720 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:58:00.828007.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.58%\n","this epoch [##########################################........] 85.80%\n","     21740 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:57:46.953807.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.63%\n","this epoch [###########################################.......] 86.34%\n","     21760 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:57:33.060556.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.69%\n","this epoch [###########################################.......] 86.88%\n","     21780 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:57:17.912864.\n","\u001b[4A\u001b[J5           21800       22.946            78.8179           1.16066        3.94037        0.80055         0.893315        0.253898    0.06514     \n","\u001b[J     total [#############################.....................] 58.74%\n","this epoch [###########################################.......] 87.42%\n","     21800 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:57:05.060452.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.80%\n","this epoch [###########################################.......] 87.96%\n","     21820 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:56:51.375188.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.85%\n","this epoch [############################################......] 88.50%\n","     21840 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:56:37.502457.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.90%\n","this epoch [############################################......] 89.04%\n","     21860 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:56:23.615771.\n","\u001b[4A\u001b[J     total [#############################.....................] 58.96%\n","this epoch [############################################......] 89.57%\n","     21880 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:56:08.505175.\n","\u001b[4A\u001b[J5           21900       22.436            85.1955           1.13134        4.24642        0.836318        1.01646         0.310065    0.0767096   \n","\u001b[J     total [#############################.....................] 59.01%\n","this epoch [#############################################.....] 90.11%\n","     21900 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:55:55.629640.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.07%\n","this epoch [#############################################.....] 90.65%\n","     21920 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:55:42.002711.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.12%\n","this epoch [#############################################.....] 91.19%\n","     21940 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:55:28.153893.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.17%\n","this epoch [#############################################.....] 91.73%\n","     21960 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:55:14.316215.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.23%\n","this epoch [##############################################....] 92.27%\n","     21980 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:54:59.199614.\n","\u001b[4A\u001b[J5           22000       25.1285           86.1689           1.27143        4.30369        0.704505        0.925928        0.269505    0.0953489   \n","\u001b[J     total [#############################.....................] 59.28%\n","this epoch [##############################################....] 92.81%\n","     22000 iter, 5 epoch / 10 epochs\n","    1.4437 iters/sec. Estimated time to finish: 2:54:29.393925.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.33%\n","this epoch [##############################################....] 93.35%\n","     22020 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:54:32.635093.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.39%\n","this epoch [##############################################....] 93.88%\n","     22040 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:54:18.775872.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.44%\n","this epoch [###############################################...] 94.42%\n","     22060 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:54:04.911317.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.50%\n","this epoch [###############################################...] 94.96%\n","     22080 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:53:49.804991.\n","\u001b[4A\u001b[J5           22100       24.3246           88.3354           1.23392        4.41181        0.758303        1.07366         0.359651    0.0918667   \n","\u001b[J     total [#############################.....................] 59.55%\n","this epoch [###############################################...] 95.50%\n","     22100 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:53:36.904654.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.60%\n","this epoch [################################################..] 96.04%\n","     22120 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:53:23.245029.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.66%\n","this epoch [################################################..] 96.58%\n","     22140 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:53:09.425722.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.71%\n","this epoch [################################################..] 97.12%\n","     22160 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:52:55.548231.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.77%\n","this epoch [################################################..] 97.66%\n","     22180 iter, 5 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:52:40.476414.\n","\u001b[4A\u001b[J5           22200       26.0328           84.7479           1.32313        4.22658        0.809654        0.873616        0.0680957   0.0660298   \n","\u001b[J     total [#############################.....................] 59.82%\n","this epoch [#################################################.] 98.20%\n","     22200 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:52:27.559009.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.87%\n","this epoch [#################################################.] 98.73%\n","     22220 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:52:13.911113.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.93%\n","this epoch [#################################################.] 99.27%\n","     22240 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:52:00.059439.\n","\u001b[4A\u001b[J     total [#############################.....................] 59.98%\n","this epoch [#################################################.] 99.81%\n","     22260 iter, 5 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:51:46.200712.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J     total [##############################....................] 60.04%\n","this epoch [..................................................]  0.38%\n","     22280 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:51:28.456088.\n","\u001b[4A\u001b[J6           22300       22.4817           82.1919           1.13704        4.15623        1.08757         0.972528        0.262058    0.272715    \n","\u001b[J     total [##############################....................] 60.09%\n","this epoch [..................................................]  0.92%\n","     22300 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:51:15.526029.\n","\u001b[4A\u001b[J     total [##############################....................] 60.15%\n","this epoch [..................................................]  1.45%\n","     22320 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:51:01.853950.\n","\u001b[4A\u001b[J     total [##############################....................] 60.20%\n","this epoch [..................................................]  1.99%\n","     22340 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:50:47.976281.\n","\u001b[4A\u001b[J     total [##############################....................] 60.25%\n","this epoch [#.................................................]  2.53%\n","     22360 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:50:34.132741.\n","\u001b[4A\u001b[J     total [##############################....................] 60.31%\n","this epoch [#.................................................]  3.07%\n","     22380 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:50:19.048252.\n","\u001b[4A\u001b[J6           22400       22.9931           87.8028           1.1573         4.41532        1.00127         0.861607        0.129774    0.138946    \n","\u001b[J     total [##############################....................] 60.36%\n","this epoch [#.................................................]  3.61%\n","     22400 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:50:06.078685.\n","\u001b[4A\u001b[J     total [##############################....................] 60.41%\n","this epoch [##................................................]  4.15%\n","     22420 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:49:52.359964.\n","\u001b[4A\u001b[J     total [##############################....................] 60.47%\n","this epoch [##................................................]  4.69%\n","     22440 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:49:38.483680.\n","\u001b[4A\u001b[J     total [##############################....................] 60.52%\n","this epoch [##................................................]  5.23%\n","     22460 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:49:24.625389.\n","\u001b[4A\u001b[J     total [##############################....................] 60.58%\n","this epoch [##................................................]  5.77%\n","     22480 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:49:09.522292.\n","\u001b[4A\u001b[J6           22500       23.3985           86.2707           1.17207        4.31893        0.97105         0.988775        0.2338      0.0669739   \n","\u001b[J     total [##############################....................] 60.63%\n","this epoch [###...............................................]  6.30%\n","     22500 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:48:56.602853.\n","\u001b[4A\u001b[J     total [##############################....................] 60.68%\n","this epoch [###...............................................]  6.84%\n","     22520 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:48:42.936265.\n","\u001b[4A\u001b[J     total [##############################....................] 60.74%\n","this epoch [###...............................................]  7.38%\n","     22540 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:48:29.054192.\n","\u001b[4A\u001b[J     total [##############################....................] 60.79%\n","this epoch [###...............................................]  7.92%\n","     22560 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:48:15.152982.\n","\u001b[4A\u001b[J     total [##############################....................] 60.85%\n","this epoch [####..............................................]  8.46%\n","     22580 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:48:00.073531.\n","\u001b[4A\u001b[J6           22600       22.7239           86.8804           1.13714        4.34917        0.978515        0.947479        0.139104    0.0765558   \n","\u001b[J     total [##############################....................] 60.90%\n","this epoch [####..............................................]  9.00%\n","     22600 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:47:47.192780.\n","\u001b[4A\u001b[J     total [##############################....................] 60.95%\n","this epoch [####..............................................]  9.54%\n","     22620 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:47:33.499615.\n","\u001b[4A\u001b[J     total [##############################....................] 61.01%\n","this epoch [#####.............................................] 10.08%\n","     22640 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:47:19.604537.\n","\u001b[4A\u001b[J     total [##############################....................] 61.06%\n","this epoch [#####.............................................] 10.61%\n","     22660 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:47:05.698224.\n","\u001b[4A\u001b[J     total [##############################....................] 61.12%\n","this epoch [#####.............................................] 11.15%\n","     22680 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:46:50.595276.\n","\u001b[4A\u001b[J6           22700       23.691            83.6983           1.18441        4.2079         1.0053          0.982122        0.18964     0.056615    \n","\u001b[J     total [##############################....................] 61.17%\n","this epoch [#####.............................................] 11.69%\n","     22700 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:46:37.682721.\n","\u001b[4A\u001b[J     total [##############################....................] 61.22%\n","this epoch [######............................................] 12.23%\n","     22720 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:46:24.010955.\n","\u001b[4A\u001b[J     total [##############################....................] 61.28%\n","this epoch [######............................................] 12.77%\n","     22740 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:46:10.100687.\n","\u001b[4A\u001b[J     total [##############################....................] 61.33%\n","this epoch [######............................................] 13.31%\n","     22760 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:45:56.215706.\n","\u001b[4A\u001b[J     total [##############################....................] 61.38%\n","this epoch [######............................................] 13.85%\n","     22780 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:45:41.168572.\n","\u001b[4A\u001b[J6           22800       24.2759           85.0898           1.21413        4.25838        0.9912          0.948561        0.0742734   0.0491329   \n","\u001b[J     total [##############################....................] 61.44%\n","this epoch [#######...........................................] 14.39%\n","     22800 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:45:28.284335.\n","\u001b[4A\u001b[J     total [##############################....................] 61.49%\n","this epoch [#######...........................................] 14.92%\n","     22820 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:45:14.583328.\n","\u001b[4A\u001b[J     total [##############################....................] 61.55%\n","this epoch [#######...........................................] 15.46%\n","     22840 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:45:00.722352.\n","\u001b[4A\u001b[J     total [##############################....................] 61.60%\n","this epoch [########..........................................] 16.00%\n","     22860 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:44:46.839026.\n","\u001b[4A\u001b[J     total [##############################....................] 61.65%\n","this epoch [########..........................................] 16.54%\n","     22880 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:44:31.812097.\n","\u001b[4A\u001b[J6           22900       24.3001           85.4162           1.21388        4.27609        0.99614         1.00414         0.267477    0.0521944   \n","\u001b[J     total [##############################....................] 61.71%\n","this epoch [########..........................................] 17.08%\n","     22900 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:44:18.738079.\n","\u001b[4A\u001b[J     total [##############################....................] 61.76%\n","this epoch [########..........................................] 17.62%\n","     22920 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:44:05.061381.\n","\u001b[4A\u001b[J     total [##############################....................] 61.82%\n","this epoch [#########.........................................] 18.16%\n","     22940 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:43:51.195904.\n","\u001b[4A\u001b[J     total [##############################....................] 61.87%\n","this epoch [#########.........................................] 18.70%\n","     22960 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:43:37.291233.\n","\u001b[4A\u001b[J     total [##############################....................] 61.92%\n","this epoch [#########.........................................] 19.23%\n","     22980 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:43:22.257514.\n","\u001b[4A\u001b[J6           23000       25.2215           81.1109           1.26042        4.06164        1.0497          0.922739        0.0948336   0.0962851   \n","\u001b[J     total [##############################....................] 61.98%\n","this epoch [#########.........................................] 19.77%\n","     23000 iter, 6 epoch / 10 epochs\n","    1.4434 iters/sec. Estimated time to finish: 2:42:53.674370.\n","\u001b[4A\u001b[J     total [###############################...................] 62.03%\n","this epoch [##########........................................] 20.31%\n","     23020 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:42:55.786813.\n","\u001b[4A\u001b[J     total [###############################...................] 62.09%\n","this epoch [##########........................................] 20.85%\n","     23040 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:42:41.897480.\n","\u001b[4A\u001b[J     total [###############################...................] 62.14%\n","this epoch [##########........................................] 21.39%\n","     23060 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:42:28.017071.\n","\u001b[4A\u001b[J     total [###############################...................] 62.19%\n","this epoch [##########........................................] 21.93%\n","     23080 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:42:12.946807.\n","\u001b[4A\u001b[J6           23100       24.7376           87.3834           1.23725        4.37333        1.01007         0.896889        0.12053     0.0436982   \n","\u001b[J     total [###############################...................] 62.25%\n","this epoch [###########.......................................] 22.47%\n","     23100 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:42:00.066701.\n","\u001b[4A\u001b[J     total [###############################...................] 62.30%\n","this epoch [###########.......................................] 23.01%\n","     23120 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:41:46.425279.\n","\u001b[4A\u001b[J     total [###############################...................] 62.35%\n","this epoch [###########.......................................] 23.55%\n","     23140 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:41:32.557045.\n","\u001b[4A\u001b[J     total [###############################...................] 62.41%\n","this epoch [############......................................] 24.08%\n","     23160 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:41:18.696205.\n","\u001b[4A\u001b[J     total [###############################...................] 62.46%\n","this epoch [############......................................] 24.62%\n","     23180 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:41:03.631969.\n","\u001b[4A\u001b[J6           23200       27.6314           86.6745           1.38803        4.33345        9.49471         1.03465         0.110616    5.92633     \n","\u001b[J     total [###############################...................] 62.52%\n","this epoch [############......................................] 25.16%\n","     23200 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:40:50.751961.\n","\u001b[4A\u001b[J     total [###############################...................] 62.57%\n","this epoch [############......................................] 25.70%\n","     23220 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:40:37.070156.\n","\u001b[4A\u001b[J     total [###############################...................] 62.62%\n","this epoch [#############.....................................] 26.24%\n","     23240 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:40:23.211685.\n","\u001b[4A\u001b[J     total [###############################...................] 62.68%\n","this epoch [#############.....................................] 26.78%\n","     23260 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:40:09.330982.\n","\u001b[4A\u001b[J     total [###############################...................] 62.73%\n","this epoch [#############.....................................] 27.32%\n","     23280 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:39:54.361731.\n","\u001b[4A\u001b[J6           23300       24.6007           83.9162           1.23805        4.19558        0.530532        0.81401         0.205207    0.151415    \n","\u001b[J     total [###############################...................] 62.79%\n","this epoch [#############.....................................] 27.86%\n","     23300 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:39:41.519680.\n","\u001b[4A\u001b[J     total [###############################...................] 62.84%\n","this epoch [##############....................................] 28.39%\n","     23320 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:39:27.864987.\n","\u001b[4A\u001b[J     total [###############################...................] 62.89%\n","this epoch [##############....................................] 28.93%\n","     23340 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:39:14.016989.\n","\u001b[4A\u001b[J     total [###############################...................] 62.95%\n","this epoch [##############....................................] 29.47%\n","     23360 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:39:00.192879.\n","\u001b[4A\u001b[J     total [###############################...................] 63.00%\n","this epoch [###############...................................] 30.01%\n","     23380 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:38:45.166117.\n","\u001b[4A\u001b[J6           23400       22.9031           89.6492           1.14943        4.48011        0.654554        1.03842         0.290933    0.0828857   \n","\u001b[J     total [###############################...................] 63.05%\n","this epoch [###############...................................] 30.55%\n","     23400 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:38:32.252878.\n","\u001b[4A\u001b[J     total [###############################...................] 63.11%\n","this epoch [###############...................................] 31.09%\n","     23420 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:38:18.602829.\n","\u001b[4A\u001b[J     total [###############################...................] 63.16%\n","this epoch [###############...................................] 31.63%\n","     23440 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:38:04.732412.\n","\u001b[4A\u001b[J     total [###############################...................] 63.22%\n","this epoch [################..................................] 32.17%\n","     23460 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:37:50.851689.\n","\u001b[4A\u001b[J     total [###############################...................] 63.27%\n","this epoch [################..................................] 32.70%\n","     23480 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:37:35.862452.\n","\u001b[4A\u001b[J6           23500       23.1081           84.5582           1.16558        4.22006        0.708056        0.923471        0.066462    0.0700819   \n","\u001b[J     total [###############################...................] 63.32%\n","this epoch [################..................................] 33.24%\n","     23500 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:37:23.039550.\n","\u001b[4A\u001b[J     total [###############################...................] 63.38%\n","this epoch [################..................................] 33.78%\n","     23520 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:37:09.359704.\n","\u001b[4A\u001b[J     total [###############################...................] 63.43%\n","this epoch [#################.................................] 34.32%\n","     23540 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:36:55.531629.\n","\u001b[4A\u001b[J     total [###############################...................] 63.49%\n","this epoch [#################.................................] 34.86%\n","     23560 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:36:41.658506.\n","\u001b[4A\u001b[J     total [###############################...................] 63.54%\n","this epoch [#################.................................] 35.40%\n","     23580 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:36:26.665800.\n","\u001b[4A\u001b[J6           23600       22.3396           87.4413           1.12886        4.3651         0.702222        1.36551         0.600871    0.0839749   \n","\u001b[J     total [###############################...................] 63.59%\n","this epoch [#################.................................] 35.94%\n","     23600 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:36:13.728200.\n","\u001b[4A\u001b[J     total [###############################...................] 63.65%\n","this epoch [##################................................] 36.48%\n","     23620 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:36:00.020226.\n","\u001b[4A\u001b[J     total [###############################...................] 63.70%\n","this epoch [##################................................] 37.02%\n","     23640 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:35:46.162812.\n","\u001b[4A\u001b[J     total [###############################...................] 63.76%\n","this epoch [##################................................] 37.55%\n","     23660 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:35:32.291410.\n","\u001b[4A\u001b[J     total [###############################...................] 63.81%\n","this epoch [###################...............................] 38.09%\n","     23680 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:35:17.328440.\n","\u001b[4A\u001b[J6           23700       22.8738           80.9224           1.15325        4.03423        0.733685        1.11465         0.546907    0.0849844   \n","\u001b[J     total [###############################...................] 63.86%\n","this epoch [###################...............................] 38.63%\n","     23700 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:35:04.422715.\n","\u001b[4A\u001b[J     total [###############################...................] 63.92%\n","this epoch [###################...............................] 39.17%\n","     23720 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:34:50.712217.\n","\u001b[4A\u001b[J     total [###############################...................] 63.97%\n","this epoch [###################...............................] 39.71%\n","     23740 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:34:36.843269.\n","\u001b[4A\u001b[J     total [################################..................] 64.02%\n","this epoch [####################..............................] 40.25%\n","     23760 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:34:22.933295.\n","\u001b[4A\u001b[J     total [################################..................] 64.08%\n","this epoch [####################..............................] 40.79%\n","     23780 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:34:07.923315.\n","\u001b[4A\u001b[J6           23800       26.1346           86.7117           1.32121        4.33496        0.632203        0.910534        0.03084     0.134181    \n","\u001b[J     total [################################..................] 64.13%\n","this epoch [####################..............................] 41.33%\n","     23800 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:33:54.958448.\n","\u001b[4A\u001b[J     total [################################..................] 64.19%\n","this epoch [####################..............................] 41.86%\n","     23820 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:33:41.261352.\n","\u001b[4A\u001b[J     total [################################..................] 64.24%\n","this epoch [#####################.............................] 42.40%\n","     23840 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:33:27.389993.\n","\u001b[4A\u001b[J     total [################################..................] 64.29%\n","this epoch [#####################.............................] 42.94%\n","     23860 iter, 6 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 2:33:13.495601.\n","\u001b[4A\u001b[J     total [################################..................] 64.35%\n","this epoch [#####################.............................] 43.48%\n","     23880 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:32:58.517953.\n","\u001b[4A\u001b[J6           23900       23.1708           84.8965           1.17829        4.24247        0.730141        0.909833        0.0367685   0.156903    \n","\u001b[J     total [################################..................] 64.40%\n","this epoch [######################............................] 44.02%\n","     23900 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:32:45.523070.\n","\u001b[4A\u001b[J     total [################################..................] 64.46%\n","this epoch [######################............................] 44.56%\n","     23920 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:32:31.784752.\n","\u001b[4A\u001b[J     total [################################..................] 64.51%\n","this epoch [######################............................] 45.10%\n","     23940 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:32:17.853915.\n","\u001b[4A\u001b[J     total [################################..................] 64.56%\n","this epoch [######################............................] 45.64%\n","     23960 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:32:03.950559.\n","\u001b[4A\u001b[J     total [################################..................] 64.62%\n","this epoch [#######################...........................] 46.17%\n","     23980 iter, 6 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:31:48.926255.\n","\u001b[4A\u001b[J6           24000       23.2107           79.1711           1.1819         3.9535         0.744762        1.0222          0.14874     0.122307    \n","\u001b[J     total [################################..................] 64.67%\n","this epoch [#######################...........................] 46.71%\n","     24000 iter, 6 epoch / 10 epochs\n","    1.4433 iters/sec. Estimated time to finish: 2:31:21.299449.\n","\u001b[4A\u001b[J     total [################################..................] 64.73%\n","this epoch [#######################...........................] 47.25%\n","     24020 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:31:22.384262.\n","\u001b[4A\u001b[J     total [################################..................] 64.78%\n","this epoch [#######################...........................] 47.79%\n","     24040 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:31:08.501382.\n","\u001b[4A\u001b[J     total [################################..................] 64.83%\n","this epoch [########################..........................] 48.33%\n","     24060 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:30:54.638539.\n","\u001b[4A\u001b[J     total [################################..................] 64.89%\n","this epoch [########################..........................] 48.87%\n","     24080 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:30:39.690589.\n","\u001b[4A\u001b[J6           24100       23.9479           85.4964           1.2279         4.27071        0.842522        0.97673         0.0359956   0.0955818   \n","\u001b[J     total [################################..................] 64.94%\n","this epoch [########################..........................] 49.41%\n","     24100 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:30:26.716407.\n","\u001b[4A\u001b[J     total [################################..................] 64.99%\n","this epoch [########################..........................] 49.95%\n","     24120 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:30:13.007181.\n","\u001b[4A\u001b[J     total [################################..................] 65.05%\n","this epoch [#########################.........................] 50.48%\n","     24140 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:29:59.120348.\n","\u001b[4A\u001b[J     total [################################..................] 65.10%\n","this epoch [#########################.........................] 51.02%\n","     24160 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:29:45.225961.\n","\u001b[4A\u001b[J     total [################################..................] 65.16%\n","this epoch [#########################.........................] 51.56%\n","     24180 iter, 6 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:29:30.270376.\n","\u001b[4A\u001b[J6           24200       22.183            78.7553           1.14722        3.93595        0.887532        1.04321         0.102983    0.0534425   \n","\u001b[J     total [################################..................] 65.21%\n","this epoch [##########################........................] 52.10%\n","     24200 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:29:17.296389.\n","\u001b[4A\u001b[J     total [################################..................] 65.26%\n","this epoch [##########################........................] 52.64%\n","     24220 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:29:03.561030.\n","\u001b[4A\u001b[J     total [################################..................] 65.32%\n","this epoch [##########################........................] 53.18%\n","     24240 iter, 6 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 2:28:49.650200.\n","\u001b[4A\u001b[J     total [################################..................] 65.37%\n","this epoch [##########################........................] 53.72%\n","     24260 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:28:37.435041.\n","\u001b[4A\u001b[J     total [################################..................] 65.43%\n","this epoch [###########################.......................] 54.26%\n","     24280 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:28:22.453635.\n","\u001b[4A\u001b[J6           24300       24.2668           84.5664           1.25333        4.22358        0.856742        0.992025        0.0643756   0.0546721   \n","\u001b[J     total [################################..................] 65.48%\n","this epoch [###########################.......................] 54.80%\n","     24300 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:28:09.482530.\n","\u001b[4A\u001b[J     total [################################..................] 65.53%\n","this epoch [###########################.......................] 55.33%\n","     24320 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:27:55.781459.\n","\u001b[4A\u001b[J     total [################################..................] 65.59%\n","this epoch [###########################.......................] 55.87%\n","     24340 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:27:41.870464.\n","\u001b[4A\u001b[J     total [################################..................] 65.64%\n","this epoch [############################......................] 56.41%\n","     24360 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:27:27.980847.\n","\u001b[4A\u001b[J     total [################################..................] 65.70%\n","this epoch [############################......................] 56.95%\n","     24380 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:27:13.064638.\n","\u001b[4A\u001b[J6           24400       22.6877           83.4734           1.14786        4.17344        0.900127        6.19982         7.79604     0.0543861   \n","\u001b[J     total [################################..................] 65.75%\n","this epoch [############################......................] 57.49%\n","     24400 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:27:00.112997.\n","\u001b[4A\u001b[J     total [################################..................] 65.80%\n","this epoch [#############################.....................] 58.03%\n","     24420 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:26:46.409608.\n","\u001b[4A\u001b[J     total [################################..................] 65.86%\n","this epoch [#############################.....................] 58.57%\n","     24440 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:26:32.528857.\n","\u001b[4A\u001b[J     total [################################..................] 65.91%\n","this epoch [#############################.....................] 59.11%\n","     24460 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:26:18.641948.\n","\u001b[4A\u001b[J     total [################################..................] 65.96%\n","this epoch [#############################.....................] 59.64%\n","     24480 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:26:03.708517.\n","\u001b[4A\u001b[J6           24500       23.409            81.4505           1.17933        4.07631        0.807222        0.702836        0.181005    0.0921282   \n","\u001b[J     total [#################################.................] 66.02%\n","this epoch [##############################....................] 60.18%\n","     24500 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:25:50.718878.\n","\u001b[4A\u001b[J     total [#################################.................] 66.07%\n","this epoch [##############################....................] 60.72%\n","     24520 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:25:37.041675.\n","\u001b[4A\u001b[J     total [#################################.................] 66.13%\n","this epoch [##############################....................] 61.26%\n","     24540 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:25:23.175941.\n","\u001b[4A\u001b[J     total [#################################.................] 66.18%\n","this epoch [##############################....................] 61.80%\n","     24560 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:25:09.321853.\n","\u001b[4A\u001b[J     total [#################################.................] 66.23%\n","this epoch [###############################...................] 62.34%\n","     24580 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:24:54.421659.\n","\u001b[4A\u001b[J6           24600       24.7072           88.7669           1.23683        4.44487        0.914206        0.747368        0.113906    0.0331515   \n","\u001b[J     total [#################################.................] 66.29%\n","this epoch [###############################...................] 62.88%\n","     24600 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:24:41.408129.\n","\u001b[4A\u001b[J     total [#################################.................] 66.34%\n","this epoch [###############################...................] 63.42%\n","     24620 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:24:27.748124.\n","\u001b[4A\u001b[J     total [#################################.................] 66.40%\n","this epoch [###############################...................] 63.95%\n","     24640 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:24:13.849066.\n","\u001b[4A\u001b[J     total [#################################.................] 66.45%\n","this epoch [################################..................] 64.49%\n","     24660 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:23:59.976513.\n","\u001b[4A\u001b[J     total [#################################.................] 66.50%\n","this epoch [################################..................] 65.03%\n","     24680 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:23:45.070029.\n","\u001b[4A\u001b[J6           24700       24.1424           91.6494           1.21484        4.59421        1.01444         0.806496        0.0626419   0.120666    \n","\u001b[J     total [#################################.................] 66.56%\n","this epoch [################################..................] 65.57%\n","     24700 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:23:32.025330.\n","\u001b[4A\u001b[J     total [#################################.................] 66.61%\n","this epoch [#################################.................] 66.11%\n","     24720 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:23:18.357552.\n","\u001b[4A\u001b[J     total [#################################.................] 66.66%\n","this epoch [#################################.................] 66.65%\n","     24740 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:23:04.446512.\n","\u001b[4A\u001b[J     total [#################################.................] 66.72%\n","this epoch [#################################.................] 67.19%\n","     24760 iter, 6 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 2:22:50.544315.\n","\u001b[4A\u001b[J     total [#################################.................] 66.77%\n","this epoch [#################################.................] 67.73%\n","     24780 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:22:35.637807.\n","\u001b[4A\u001b[J6           24800       25.3614           82.7203           1.27365        4.15368        1.02863         0.726157        0.101711    0.0803213   \n","\u001b[J     total [#################################.................] 66.83%\n","this epoch [##################################................] 68.27%\n","     24800 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:22:22.634553.\n","\u001b[4A\u001b[J     total [#################################.................] 66.88%\n","this epoch [##################################................] 68.80%\n","     24820 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:22:08.901839.\n","\u001b[4A\u001b[J     total [#################################.................] 66.93%\n","this epoch [##################################................] 69.34%\n","     24840 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:21:55.011598.\n","\u001b[4A\u001b[J     total [#################################.................] 66.99%\n","this epoch [##################################................] 69.88%\n","     24860 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:21:41.139685.\n","\u001b[4A\u001b[J     total [#################################.................] 67.04%\n","this epoch [###################################...............] 70.42%\n","     24880 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:21:26.242984.\n","\u001b[4A\u001b[J6           24900       22.4791           81.7181           1.1352         4.09008        0.948093        0.560617        0.248639    0.0524565   \n","\u001b[J     total [#################################.................] 67.10%\n","this epoch [###################################...............] 70.96%\n","     24900 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:21:13.187100.\n","\u001b[4A\u001b[J     total [#################################.................] 67.15%\n","this epoch [###################################...............] 71.50%\n","     24920 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:20:59.496392.\n","\u001b[4A\u001b[J     total [#################################.................] 67.20%\n","this epoch [####################################..............] 72.04%\n","     24940 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:20:45.599439.\n","\u001b[4A\u001b[J     total [#################################.................] 67.26%\n","this epoch [####################################..............] 72.58%\n","     24960 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:20:31.686112.\n","\u001b[4A\u001b[J     total [#################################.................] 67.31%\n","this epoch [####################################..............] 73.11%\n","     24980 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:20:16.767890.\n","\u001b[4A\u001b[J6           25000       23.77             87.7161           1.20198        4.3905         1.05684         0.678485        0.275962    0.135508    \n","\u001b[J     total [#################################.................] 67.37%\n","this epoch [####################################..............] 73.65%\n","     25000 iter, 6 epoch / 10 epochs\n","    1.4438 iters/sec. Estimated time to finish: 2:19:50.161074.\n","\u001b[4A\u001b[J     total [#################################.................] 67.42%\n","this epoch [#####################################.............] 74.19%\n","     25020 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:19:50.008292.\n","\u001b[4A\u001b[J     total [#################################.................] 67.47%\n","this epoch [#####################################.............] 74.73%\n","     25040 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:19:36.134967.\n","\u001b[4A\u001b[J     total [#################################.................] 67.53%\n","this epoch [#####################################.............] 75.27%\n","     25060 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:19:22.254433.\n","\u001b[4A\u001b[J     total [#################################.................] 67.58%\n","this epoch [#####################################.............] 75.81%\n","     25080 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:19:07.358062.\n","\u001b[4A\u001b[J6           25100       26.1328           85.4756           1.30674        4.26923        1.17116         0.741974        0.134852    0.286648    \n","\u001b[J     total [#################################.................] 67.63%\n","this epoch [######################################............] 76.35%\n","     25100 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:18:54.272301.\n","\u001b[4A\u001b[J     total [#################################.................] 67.69%\n","this epoch [######################################............] 76.89%\n","     25120 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:18:40.535931.\n","\u001b[4A\u001b[J     total [#################################.................] 67.74%\n","this epoch [######################################............] 77.42%\n","     25140 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:18:26.648877.\n","\u001b[4A\u001b[J     total [#################################.................] 67.80%\n","this epoch [######################################............] 77.96%\n","     25160 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:18:12.780398.\n","\u001b[4A\u001b[J     total [#################################.................] 67.85%\n","this epoch [#######################################...........] 78.50%\n","     25180 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:17:57.897628.\n","\u001b[4A\u001b[J6           25200       24.4188           83.5359           1.2279         4.17323        4.34287         0.732291        0.114128    3.36098     \n","\u001b[J     total [#################################.................] 67.90%\n","this epoch [#######################################...........] 79.04%\n","     25200 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:17:44.835500.\n","\u001b[4A\u001b[J     total [#################################.................] 67.96%\n","this epoch [#######################################...........] 79.58%\n","     25220 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:17:31.088059.\n","\u001b[4A\u001b[J     total [##################################................] 68.01%\n","this epoch [########################################..........] 80.12%\n","     25240 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:17:17.196856.\n","\u001b[4A\u001b[J     total [##################################................] 68.07%\n","this epoch [########################################..........] 80.66%\n","     25260 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:17:03.302378.\n","\u001b[4A\u001b[J     total [##################################................] 68.12%\n","this epoch [########################################..........] 81.20%\n","     25280 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:16:48.431654.\n","\u001b[4A\u001b[J6           25300       20.6545           88.2263           1.04929        4.40578        0.468247        0.890429        0.0944738   0.129255    \n","\u001b[J     total [##################################................] 68.17%\n","this epoch [########################################..........] 81.73%\n","     25300 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:16:35.317444.\n","\u001b[4A\u001b[J     total [##################################................] 68.23%\n","this epoch [#########################################.........] 82.27%\n","     25320 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:16:21.613105.\n","\u001b[4A\u001b[J     total [##################################................] 68.28%\n","this epoch [#########################################.........] 82.81%\n","     25340 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:16:07.715380.\n","\u001b[4A\u001b[J     total [##################################................] 68.34%\n","this epoch [#########################################.........] 83.35%\n","     25360 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:15:53.865279.\n","\u001b[4A\u001b[J     total [##################################................] 68.39%\n","this epoch [#########################################.........] 83.89%\n","     25380 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:15:39.026549.\n","\u001b[4A\u001b[J6           25400       27.4442           85.1597           1.39078        4.25434        0.693631        0.89985         0.0405416   0.062496    \n","\u001b[J     total [##################################................] 68.44%\n","this epoch [##########################################........] 84.43%\n","     25400 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:15:25.954687.\n","\u001b[4A\u001b[J     total [##################################................] 68.50%\n","this epoch [##########################################........] 84.97%\n","     25420 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:15:12.215844.\n","\u001b[4A\u001b[J     total [##################################................] 68.55%\n","this epoch [##########################################........] 85.51%\n","     25440 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:14:58.375338.\n","\u001b[4A\u001b[J     total [##################################................] 68.60%\n","this epoch [###########################################.......] 86.05%\n","     25460 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:14:44.526149.\n","\u001b[4A\u001b[J     total [##################################................] 68.66%\n","this epoch [###########################################.......] 86.58%\n","     25480 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:14:29.655079.\n","\u001b[4A\u001b[J6           25500       24.0793           89.4458           1.21847        4.46634        0.815844        0.862071        0.0699639   0.0390253   \n","\u001b[J     total [##################################................] 68.71%\n","this epoch [###########################################.......] 87.12%\n","     25500 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:14:16.570720.\n","\u001b[4A\u001b[J     total [##################################................] 68.77%\n","this epoch [###########################################.......] 87.66%\n","     25520 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:14:02.821369.\n","\u001b[4A\u001b[J     total [##################################................] 68.82%\n","this epoch [############################################......] 88.20%\n","     25540 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:13:48.926371.\n","\u001b[4A\u001b[J     total [##################################................] 68.87%\n","this epoch [############################################......] 88.74%\n","     25560 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:13:35.050034.\n","\u001b[4A\u001b[J     total [##################################................] 68.93%\n","this epoch [############################################......] 89.28%\n","     25580 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:13:20.236983.\n","\u001b[4A\u001b[J6           25600       24.9027           80.3553           1.25053        4.0178         0.844958        0.812664        0.166198    0.0440586   \n","\u001b[J     total [##################################................] 68.98%\n","this epoch [############################################......] 89.82%\n","     25600 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:13:07.194172.\n","\u001b[4A\u001b[J     total [##################################................] 69.04%\n","this epoch [#############################################.....] 90.36%\n","     25620 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:12:53.460591.\n","\u001b[4A\u001b[J     total [##################################................] 69.09%\n","this epoch [#############################################.....] 90.89%\n","     25640 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:12:39.595236.\n","\u001b[4A\u001b[J     total [##################################................] 69.14%\n","this epoch [#############################################.....] 91.43%\n","     25660 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:12:25.716320.\n","\u001b[4A\u001b[J     total [##################################................] 69.20%\n","this epoch [#############################################.....] 91.97%\n","     25680 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:12:10.886208.\n","\u001b[4A\u001b[J6           25700       22.3628           88.4119           1.13234        4.41299        0.926631        0.738439        0.122376    0.0297929   \n","\u001b[J     total [##################################................] 69.25%\n","this epoch [##############################################....] 92.51%\n","     25700 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:11:57.784449.\n","\u001b[4A\u001b[J     total [##################################................] 69.30%\n","this epoch [##############################################....] 93.05%\n","     25720 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:11:44.058688.\n","\u001b[4A\u001b[J     total [##################################................] 69.36%\n","this epoch [##############################################....] 93.59%\n","     25740 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:11:30.215125.\n","\u001b[4A\u001b[J     total [##################################................] 69.41%\n","this epoch [###############################################...] 94.13%\n","     25760 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:11:16.334969.\n","\u001b[4A\u001b[J     total [##################################................] 69.47%\n","this epoch [###############################################...] 94.67%\n","     25780 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:11:01.528143.\n","\u001b[4A\u001b[J6           25800       24.6559           83.3414           1.25157        4.15909        0.911079        0.894459        0.112524    0.0287529   \n","\u001b[J     total [##################################................] 69.52%\n","this epoch [###############################################...] 95.20%\n","     25800 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:10:48.453072.\n","\u001b[4A\u001b[J     total [##################################................] 69.57%\n","this epoch [###############################################...] 95.74%\n","     25820 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:10:34.763496.\n","\u001b[4A\u001b[J     total [##################################................] 69.63%\n","this epoch [################################################..] 96.28%\n","     25840 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:10:20.904506.\n","\u001b[4A\u001b[J     total [##################################................] 69.68%\n","this epoch [################################################..] 96.82%\n","     25860 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:10:07.006305.\n","\u001b[4A\u001b[J     total [##################################................] 69.74%\n","this epoch [################################################..] 97.36%\n","     25880 iter, 6 epoch / 10 epochs\n","    1.4417 iters/sec. Estimated time to finish: 2:09:52.194025.\n","\u001b[4A\u001b[J6           25900       23.9392           77.0475           1.19901        3.85285        1.00133         0.891858        0.055664    0.0433457   \n","\u001b[J     total [##################################................] 69.79%\n","this epoch [################################################..] 97.90%\n","     25900 iter, 6 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 2:09:39.103563.\n","\u001b[4A\u001b[J     total [##################################................] 69.84%\n","this epoch [#################################################.] 98.44%\n","     25920 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:09:25.422900.\n","\u001b[4A\u001b[J     total [##################################................] 69.90%\n","this epoch [#################################################.] 98.98%\n","     25940 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:09:11.562126.\n","\u001b[4A\u001b[J     total [##################################................] 69.95%\n","this epoch [#################################################.] 99.52%\n","     25960 iter, 6 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 2:08:57.697872.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J     total [###################################...............] 70.01%\n","this epoch [..................................................]  0.08%\n","     25980 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:08:40.307971.\n","\u001b[4A\u001b[J7           26000       25.9453           83.9914           1.30428        4.20139        0.950293        0.913087        0.0415729   0.0350596   \n","\u001b[J     total [###################################...............] 70.06%\n","this epoch [..................................................]  0.62%\n","     26000 iter, 7 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 2:08:14.682370.\n","\u001b[4A\u001b[J     total [###################################...............] 70.12%\n","this epoch [..................................................]  1.16%\n","     26020 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:08:13.352763.\n","\u001b[4A\u001b[J     total [###################################...............] 70.17%\n","this epoch [..................................................]  1.70%\n","     26040 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:07:59.451557.\n","\u001b[4A\u001b[J     total [###################################...............] 70.22%\n","this epoch [#.................................................]  2.24%\n","     26060 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:07:45.553558.\n","\u001b[4A\u001b[J     total [###################################...............] 70.28%\n","this epoch [#.................................................]  2.77%\n","     26080 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:07:30.766380.\n","\u001b[4A\u001b[J7           26100       22.3937           87.6509           1.13714        4.38046        0.90965         0.928437        0.028745    0.0334445   \n","\u001b[J     total [###################################...............] 70.33%\n","this epoch [#.................................................]  3.31%\n","     26100 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:07:17.662009.\n","\u001b[4A\u001b[J     total [###################################...............] 70.39%\n","this epoch [#.................................................]  3.85%\n","     26120 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:07:03.963730.\n","\u001b[4A\u001b[J     total [###################################...............] 70.44%\n","this epoch [##................................................]  4.39%\n","     26140 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:06:50.119146.\n","\u001b[4A\u001b[J     total [###################################...............] 70.49%\n","this epoch [##................................................]  4.93%\n","     26160 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:06:36.272367.\n","\u001b[4A\u001b[J     total [###################################...............] 70.55%\n","this epoch [##................................................]  5.47%\n","     26180 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:06:21.513456.\n","\u001b[4A\u001b[J7           26200       25.6393           88.2496           1.30134        4.40478        0.959179        0.941712        0.0434877   0.0171632   \n","\u001b[J     total [###################################...............] 70.60%\n","this epoch [###...............................................]  6.01%\n","     26200 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:06:08.441628.\n","\u001b[4A\u001b[J     total [###################################...............] 70.65%\n","this epoch [###...............................................]  6.55%\n","     26220 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:05:54.730146.\n","\u001b[4A\u001b[J     total [###################################...............] 70.71%\n","this epoch [###...............................................]  7.09%\n","     26240 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:05:40.864613.\n","\u001b[4A\u001b[J     total [###################################...............] 70.76%\n","this epoch [###...............................................]  7.62%\n","     26260 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:05:27.017740.\n","\u001b[4A\u001b[J     total [###################################...............] 70.82%\n","this epoch [####..............................................]  8.16%\n","     26280 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:05:12.249738.\n","\u001b[4A\u001b[J7           26300       23.3762           82.4689           1.18542        4.11489        0.959176        0.981362        0.046517    0.020801    \n","\u001b[J     total [###################################...............] 70.87%\n","this epoch [####..............................................]  8.70%\n","     26300 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:04:59.126594.\n","\u001b[4A\u001b[J     total [###################################...............] 70.92%\n","this epoch [####..............................................]  9.24%\n","     26320 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:04:45.430732.\n","\u001b[4A\u001b[J     total [###################################...............] 70.98%\n","this epoch [####..............................................]  9.78%\n","     26340 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:04:31.574743.\n","\u001b[4A\u001b[J     total [###################################...............] 71.03%\n","this epoch [#####.............................................] 10.32%\n","     26360 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:04:17.716797.\n","\u001b[4A\u001b[J     total [###################################...............] 71.09%\n","this epoch [#####.............................................] 10.86%\n","     26380 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:04:02.945427.\n","\u001b[4A\u001b[J7           26400       23.4786           85.1984           1.18614        4.24921        0.953973        0.952492        0.0317897   0.0218949   \n","\u001b[J     total [###################################...............] 71.14%\n","this epoch [#####.............................................] 11.40%\n","     26400 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:03:49.814180.\n","\u001b[4A\u001b[J     total [###################################...............] 71.19%\n","this epoch [#####.............................................] 11.93%\n","     26420 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:03:36.085946.\n","\u001b[4A\u001b[J     total [###################################...............] 71.25%\n","this epoch [######............................................] 12.47%\n","     26440 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:03:22.215389.\n","\u001b[4A\u001b[J     total [###################################...............] 71.30%\n","this epoch [######............................................] 13.01%\n","     26460 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:03:08.342899.\n","\u001b[4A\u001b[J     total [###################################...............] 71.36%\n","this epoch [######............................................] 13.55%\n","     26480 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:02:53.583443.\n","\u001b[4A\u001b[J7           26500       25.2331           85.847            1.2743         4.2781         0.954728        0.96858         0.0754354   0.0567479   \n","\u001b[J     total [###################################...............] 71.41%\n","this epoch [#######...........................................] 14.09%\n","     26500 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:02:40.438146.\n","\u001b[4A\u001b[J     total [###################################...............] 71.46%\n","this epoch [#######...........................................] 14.63%\n","     26520 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:02:26.724063.\n","\u001b[4A\u001b[J     total [###################################...............] 71.52%\n","this epoch [#######...........................................] 15.17%\n","     26540 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:02:12.844590.\n","\u001b[4A\u001b[J     total [###################################...............] 71.57%\n","this epoch [#######...........................................] 15.71%\n","     26560 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:01:58.981333.\n","\u001b[4A\u001b[J     total [###################################...............] 71.62%\n","this epoch [########..........................................] 16.24%\n","     26580 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:01:44.263947.\n","\u001b[4A\u001b[J7           26600       24.2861           81.267            1.22917        4.05667        0.958229        1.24416         0.27336     0.0484447   \n","\u001b[J     total [###################################...............] 71.68%\n","this epoch [########..........................................] 16.78%\n","     26600 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:01:31.094100.\n","\u001b[4A\u001b[J     total [###################################...............] 71.73%\n","this epoch [########..........................................] 17.32%\n","     26620 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:01:17.387106.\n","\u001b[4A\u001b[J     total [###################################...............] 71.79%\n","this epoch [########..........................................] 17.86%\n","     26640 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:01:03.517452.\n","\u001b[4A\u001b[J     total [###################################...............] 71.84%\n","this epoch [#########.........................................] 18.40%\n","     26660 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:00:49.641844.\n","\u001b[4A\u001b[J     total [###################################...............] 71.89%\n","this epoch [#########.........................................] 18.94%\n","     26680 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 2:00:34.906740.\n","\u001b[4A\u001b[J7           26700       23.3937           90.1396           1.17655        4.49835        0.973549        0.962365        0.0401573   0.0335982   \n","\u001b[J     total [###################################...............] 71.95%\n","this epoch [#########.........................................] 19.48%\n","     26700 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 2:00:21.711620.\n","\u001b[4A\u001b[J     total [####################################..............] 72.00%\n","this epoch [##########........................................] 20.02%\n","     26720 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 2:00:08.003731.\n","\u001b[4A\u001b[J     total [####################################..............] 72.06%\n","this epoch [##########........................................] 20.55%\n","     26740 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:59:54.130771.\n","\u001b[4A\u001b[J     total [####################################..............] 72.11%\n","this epoch [##########........................................] 21.09%\n","     26760 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:59:40.246768.\n","\u001b[4A\u001b[J     total [####################################..............] 72.16%\n","this epoch [##########........................................] 21.63%\n","     26780 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:59:25.507620.\n","\u001b[4A\u001b[J7           26800       22.6655           90.3682           1.14034        4.50269        3.09244         1.0844          0.131071    2.04066     \n","\u001b[J     total [####################################..............] 72.22%\n","this epoch [###########.......................................] 22.17%\n","     26800 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:59:12.366615.\n","\u001b[4A\u001b[J     total [####################################..............] 72.27%\n","this epoch [###########.......................................] 22.71%\n","     26820 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:58:58.679984.\n","\u001b[4A\u001b[J     total [####################################..............] 72.32%\n","this epoch [###########.......................................] 23.25%\n","     26840 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:58:44.818597.\n","\u001b[4A\u001b[J     total [####################################..............] 72.38%\n","this epoch [###########.......................................] 23.79%\n","     26860 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:58:30.945216.\n","\u001b[4A\u001b[J     total [####################################..............] 72.43%\n","this epoch [############......................................] 24.33%\n","     26880 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:58:16.247012.\n","\u001b[4A\u001b[J7           26900       25.5099           87.6229           1.29015        4.36511        0.723533        0.982322        0.0679321   0.147475    \n","\u001b[J     total [####################################..............] 72.49%\n","this epoch [############......................................] 24.87%\n","     26900 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:58:03.058759.\n","\u001b[4A\u001b[J     total [####################################..............] 72.54%\n","this epoch [############......................................] 25.40%\n","     26920 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:57:49.363897.\n","\u001b[4A\u001b[J     total [####################################..............] 72.59%\n","this epoch [############......................................] 25.94%\n","     26940 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:57:35.528432.\n","\u001b[4A\u001b[J     total [####################################..............] 72.65%\n","this epoch [#############.....................................] 26.48%\n","     26960 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:57:21.698781.\n","\u001b[4A\u001b[J     total [####################################..............] 72.70%\n","this epoch [#############.....................................] 27.02%\n","     26980 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:57:06.984229.\n","\u001b[4A\u001b[J7           27000       24.8769           86.5638           1.25137        4.31903        1.03532         1.23872         0.288252    0.494916    \n","\u001b[J     total [####################################..............] 72.76%\n","this epoch [#############.....................................] 27.56%\n","     27000 iter, 7 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 1:56:42.526357.\n","\u001b[4A\u001b[J     total [####################################..............] 72.81%\n","this epoch [##############....................................] 28.10%\n","     27020 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:56:40.467451.\n","\u001b[4A\u001b[J     total [####################################..............] 72.86%\n","this epoch [##############....................................] 28.64%\n","     27040 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:56:26.625081.\n","\u001b[4A\u001b[J     total [####################################..............] 72.92%\n","this epoch [##############....................................] 29.18%\n","     27060 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:56:12.768570.\n","\u001b[4A\u001b[J     total [####################################..............] 72.97%\n","this epoch [##############....................................] 29.71%\n","     27080 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:55:58.095348.\n","\u001b[4A\u001b[J7           27100       23.2301           84.0783           1.17845        4.19257        0.864872        0.953621        0.0309178   0.0306364   \n","\u001b[J     total [####################################..............] 73.03%\n","this epoch [###############...................................] 30.25%\n","     27100 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:55:44.950089.\n","\u001b[4A\u001b[J     total [####################################..............] 73.08%\n","this epoch [###############...................................] 30.79%\n","     27120 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:55:31.220332.\n","\u001b[4A\u001b[J     total [####################################..............] 73.13%\n","this epoch [###############...................................] 31.33%\n","     27140 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:55:17.376785.\n","\u001b[4A\u001b[J     total [####################################..............] 73.19%\n","this epoch [###############...................................] 31.87%\n","     27160 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:55:03.509137.\n","\u001b[4A\u001b[J     total [####################################..............] 73.24%\n","this epoch [################..................................] 32.41%\n","     27180 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:54:48.828504.\n","\u001b[4A\u001b[J7           27200       25.4795           85.3154           1.29196        4.25458        0.882325        0.986766        0.0385985   0.0357077   \n","\u001b[J     total [####################################..............] 73.29%\n","this epoch [################..................................] 32.95%\n","     27200 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:54:35.660014.\n","\u001b[4A\u001b[J     total [####################################..............] 73.35%\n","this epoch [################..................................] 33.49%\n","     27220 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:54:21.916936.\n","\u001b[4A\u001b[J     total [####################################..............] 73.40%\n","this epoch [#################.................................] 34.02%\n","     27240 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:54:08.055883.\n","\u001b[4A\u001b[J     total [####################################..............] 73.46%\n","this epoch [#################.................................] 34.56%\n","     27260 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:53:54.201395.\n","\u001b[4A\u001b[J     total [####################################..............] 73.51%\n","this epoch [#################.................................] 35.10%\n","     27280 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:53:39.542117.\n","\u001b[4A\u001b[J7           27300       27.0847           82.1247           1.37353        4.09261        0.949657        0.995514        0.0355697   0.0351898   \n","\u001b[J     total [####################################..............] 73.56%\n","this epoch [#################.................................] 35.64%\n","     27300 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:53:26.354524.\n","\u001b[4A\u001b[J     total [####################################..............] 73.62%\n","this epoch [##################................................] 36.18%\n","     27320 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:53:12.653321.\n","\u001b[4A\u001b[J     total [####################################..............] 73.67%\n","this epoch [##################................................] 36.72%\n","     27340 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:52:58.789530.\n","\u001b[4A\u001b[J     total [####################################..............] 73.73%\n","this epoch [##################................................] 37.26%\n","     27360 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:52:44.917965.\n","\u001b[4A\u001b[J     total [####################################..............] 73.78%\n","this epoch [##################................................] 37.80%\n","     27380 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:52:30.257524.\n","\u001b[4A\u001b[J7           27400       21.814            84.1933           1.11252        4.1964         0.952091        1.08373         0.162853    0.0650889   \n","\u001b[J     total [####################################..............] 73.83%\n","this epoch [###################...............................] 38.34%\n","     27400 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:52:17.068790.\n","\u001b[4A\u001b[J     total [####################################..............] 73.89%\n","this epoch [###################...............................] 38.87%\n","     27420 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:52:03.328773.\n","\u001b[4A\u001b[J     total [####################################..............] 73.94%\n","this epoch [###################...............................] 39.41%\n","     27440 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:51:49.453686.\n","\u001b[4A\u001b[J     total [####################################..............] 74.00%\n","this epoch [###################...............................] 39.95%\n","     27460 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:51:35.599342.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.05%\n","this epoch [####################..............................] 40.49%\n","     27480 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:51:20.952933.\n","\u001b[4A\u001b[J7           27500       25.0845           80.7557           1.28064        4.02749        0.93232         1.07975         0.160435    0.0380957   \n","\u001b[J     total [#####################################.............] 74.10%\n","this epoch [####################..............................] 41.03%\n","     27500 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:51:07.755688.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.16%\n","this epoch [####################..............................] 41.57%\n","     27520 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:50:54.061498.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.21%\n","this epoch [#####################.............................] 42.11%\n","     27540 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:50:40.192399.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.26%\n","this epoch [#####################.............................] 42.65%\n","     27560 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:50:26.313334.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.32%\n","this epoch [#####################.............................] 43.18%\n","     27580 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:50:11.642052.\n","\u001b[4A\u001b[J7           27600       21.9714           86.1577           1.11812        4.31019        0.970146        3.9788          4.72033     0.0254643   \n","\u001b[J     total [#####################################.............] 74.37%\n","this epoch [#####################.............................] 43.72%\n","     27600 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:49:58.455611.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.43%\n","this epoch [######################............................] 44.26%\n","     27620 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:49:44.714672.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.48%\n","this epoch [######################............................] 44.80%\n","     27640 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:49:30.824406.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.53%\n","this epoch [######################............................] 45.34%\n","     27660 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:49:16.954388.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.59%\n","this epoch [######################............................] 45.88%\n","     27680 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:49:02.334194.\n","\u001b[4A\u001b[J7           27700       23.6718           85.896            1.19867        4.34485        0.909644        0.58526         0.204459    0.0241108   \n","\u001b[J     total [#####################################.............] 74.64%\n","this epoch [#######################...........................] 46.42%\n","     27700 iter, 7 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:48:49.149133.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.70%\n","this epoch [#######################...........................] 46.96%\n","     27720 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:48:35.420116.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.75%\n","this epoch [#######################...........................] 47.49%\n","     27740 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:48:21.572584.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.80%\n","this epoch [########################..........................] 48.03%\n","     27760 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:48:07.718806.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.86%\n","this epoch [########################..........................] 48.57%\n","     27780 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:47:53.093470.\n","\u001b[4A\u001b[J7           27800       23.3927           85.9677           1.18798        4.30265        0.940789        0.755949        0.146608    0.0215475   \n","\u001b[J     total [#####################################.............] 74.91%\n","this epoch [########################..........................] 49.11%\n","     27800 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:47:39.857433.\n","\u001b[4A\u001b[J     total [#####################################.............] 74.96%\n","this epoch [########################..........................] 49.65%\n","     27820 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:47:26.112422.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.02%\n","this epoch [#########################.........................] 50.19%\n","     27840 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:47:12.255344.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.07%\n","this epoch [#########################.........................] 50.73%\n","     27860 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:46:58.409266.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.13%\n","this epoch [#########################.........................] 51.27%\n","     27880 iter, 7 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:46:43.792463.\n","\u001b[4A\u001b[J7           27900       24.6617           85.9995           1.25672        4.2885         1.06396         0.813727        0.0908501   0.114719    \n","\u001b[J     total [#####################################.............] 75.18%\n","this epoch [#########################.........................] 51.80%\n","     27900 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:46:30.549771.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.23%\n","this epoch [##########################........................] 52.34%\n","     27920 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:46:16.817433.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.29%\n","this epoch [##########################........................] 52.88%\n","     27940 iter, 7 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:46:02.954112.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.34%\n","this epoch [##########################........................] 53.42%\n","     27960 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:45:50.648440.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.40%\n","this epoch [##########################........................] 53.96%\n","     27980 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:45:36.023534.\n","\u001b[4A\u001b[J7           28000       22.2922           84.2429           1.14351        4.20862        0.94124         0.81698         0.0799897   0.07935     \n","\u001b[J     total [#####################################.............] 75.45%\n","this epoch [###########################.......................] 54.50%\n","     28000 iter, 7 epoch / 10 epochs\n","    1.4436 iters/sec. Estimated time to finish: 1:45:12.607919.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.50%\n","this epoch [###########################.......................] 55.04%\n","     28020 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:45:09.098599.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.56%\n","this epoch [###########################.......................] 55.58%\n","     28040 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:44:55.225014.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.61%\n","this epoch [############################......................] 56.12%\n","     28060 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:44:41.325402.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.67%\n","this epoch [############################......................] 56.65%\n","     28080 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:44:26.677504.\n","\u001b[4A\u001b[J7           28100       27.822            88.1244           1.41692        4.39536        0.999114        0.887413        0.055838    0.0916113   \n","\u001b[J     total [#####################################.............] 75.72%\n","this epoch [############################......................] 57.19%\n","     28100 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:44:13.407527.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.77%\n","this epoch [############################......................] 57.73%\n","     28120 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:43:59.646704.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.83%\n","this epoch [#############################.....................] 58.27%\n","     28140 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:43:45.758281.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.88%\n","this epoch [#############################.....................] 58.81%\n","     28160 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:43:31.864351.\n","\u001b[4A\u001b[J     total [#####################################.............] 75.93%\n","this epoch [#############################.....................] 59.35%\n","     28180 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:43:17.232892.\n","\u001b[4A\u001b[J7           28200       21.5524           86.5248           1.10663        4.31832        0.996729        0.886063        0.0431165   0.157472    \n","\u001b[J     total [#####################################.............] 75.99%\n","this epoch [#############################.....................] 59.89%\n","     28200 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:43:03.988042.\n","\u001b[4A\u001b[J     total [######################################............] 76.04%\n","this epoch [##############################....................] 60.43%\n","     28220 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:42:50.258744.\n","\u001b[4A\u001b[J     total [######################################............] 76.10%\n","this epoch [##############################....................] 60.96%\n","     28240 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:42:36.384679.\n","\u001b[4A\u001b[J     total [######################################............] 76.15%\n","this epoch [##############################....................] 61.50%\n","     28260 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:42:22.498952.\n","\u001b[4A\u001b[J     total [######################################............] 76.20%\n","this epoch [###############################...................] 62.04%\n","     28280 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:42:07.877432.\n","\u001b[4A\u001b[J7           28300       23.3792           83.0811           1.19797        4.14912        0.951915        0.88641         0.050912    0.0909683   \n","\u001b[J     total [######################################............] 76.26%\n","this epoch [###############################...................] 62.58%\n","     28300 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:41:54.607430.\n","\u001b[4A\u001b[J     total [######################################............] 76.31%\n","this epoch [###############################...................] 63.12%\n","     28320 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:41:40.864199.\n","\u001b[4A\u001b[J     total [######################################............] 76.37%\n","this epoch [###############################...................] 63.66%\n","     28340 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:41:26.980916.\n","\u001b[4A\u001b[J     total [######################################............] 76.42%\n","this epoch [################################..................] 64.20%\n","     28360 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:41:13.105727.\n","\u001b[4A\u001b[J     total [######################################............] 76.47%\n","this epoch [################################..................] 64.74%\n","     28380 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:40:58.516546.\n","\u001b[4A\u001b[J7           28400       22.0533           80.3017           1.12538        4.01069        0.933339        0.906995        0.0631936   0.0377414   \n","\u001b[J     total [######################################............] 76.53%\n","this epoch [################################..................] 65.27%\n","     28400 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:40:45.239441.\n","\u001b[4A\u001b[J     total [######################################............] 76.58%\n","this epoch [################################..................] 65.81%\n","     28420 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:40:31.490866.\n","\u001b[4A\u001b[J     total [######################################............] 76.64%\n","this epoch [#################################.................] 66.35%\n","     28440 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:40:17.603899.\n","\u001b[4A\u001b[J     total [######################################............] 76.69%\n","this epoch [#################################.................] 66.89%\n","     28460 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:40:03.743545.\n","\u001b[4A\u001b[J     total [######################################............] 76.74%\n","this epoch [#################################.................] 67.43%\n","     28480 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:39:49.144508.\n","\u001b[4A\u001b[J7           28500       24.1425           83.8417           1.22363        4.18718        0.993014        0.930107        0.0437057   0.0532634   \n","\u001b[J     total [######################################............] 76.80%\n","this epoch [#################################.................] 67.97%\n","     28500 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:39:35.876032.\n","\u001b[4A\u001b[J     total [######################################............] 76.85%\n","this epoch [##################################................] 68.51%\n","     28520 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:39:22.124399.\n","\u001b[4A\u001b[J     total [######################################............] 76.90%\n","this epoch [##################################................] 69.05%\n","     28540 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:39:08.260453.\n","\u001b[4A\u001b[J     total [######################################............] 76.96%\n","this epoch [##################################................] 69.59%\n","     28560 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:38:54.366453.\n","\u001b[4A\u001b[J     total [######################################............] 77.01%\n","this epoch [###################################...............] 70.12%\n","     28580 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:38:39.786059.\n","\u001b[4A\u001b[J7           28600       23.4053           86.0487           1.18708        4.30456        1.24384         0.962425        0.0819186   0.297639    \n","\u001b[J     total [######################################............] 77.07%\n","this epoch [###################################...............] 70.66%\n","     28600 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:38:26.498806.\n","\u001b[4A\u001b[J     total [######################################............] 77.12%\n","this epoch [###################################...............] 71.20%\n","     28620 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:38:12.759145.\n","\u001b[4A\u001b[J     total [######################################............] 77.17%\n","this epoch [###################################...............] 71.74%\n","     28640 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:37:58.883787.\n","\u001b[4A\u001b[J     total [######################################............] 77.23%\n","this epoch [####################################..............] 72.28%\n","     28660 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:37:45.000307.\n","\u001b[4A\u001b[J     total [######################################............] 77.28%\n","this epoch [####################################..............] 72.82%\n","     28680 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:37:30.456488.\n","\u001b[4A\u001b[J7           28700       25.3798           82.5791           1.2837         4.12968        0.982168        0.956526        0.0630216   0.090975    \n","\u001b[J     total [######################################............] 77.34%\n","this epoch [####################################..............] 73.36%\n","     28700 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:37:17.154769.\n","\u001b[4A\u001b[J     total [######################################............] 77.39%\n","this epoch [####################################..............] 73.90%\n","     28720 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:37:03.434162.\n","\u001b[4A\u001b[J     total [######################################............] 77.44%\n","this epoch [#####################################.............] 74.43%\n","     28740 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:36:49.589951.\n","\u001b[4A\u001b[J     total [######################################............] 77.50%\n","this epoch [#####################################.............] 74.97%\n","     28760 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:36:35.748927.\n","\u001b[4A\u001b[J     total [######################################............] 77.55%\n","this epoch [#####################################.............] 75.51%\n","     28780 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:36:21.184288.\n","\u001b[4A\u001b[J7           28800       22.2632           84.6729           1.1342         4.23004        1.23309         0.955502        0.0839086   0.278475    \n","\u001b[J     total [######################################............] 77.61%\n","this epoch [######################################............] 76.05%\n","     28800 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:36:07.891893.\n","\u001b[4A\u001b[J     total [######################################............] 77.66%\n","this epoch [######################################............] 76.59%\n","     28820 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:35:54.160999.\n","\u001b[4A\u001b[J     total [######################################............] 77.71%\n","this epoch [######################################............] 77.13%\n","     28840 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:35:40.303228.\n","\u001b[4A\u001b[J     total [######################################............] 77.77%\n","this epoch [######################################............] 77.67%\n","     28860 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:35:26.423412.\n","\u001b[4A\u001b[J     total [######################################............] 77.82%\n","this epoch [#######################################...........] 78.21%\n","     28880 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:35:11.865943.\n","\u001b[4A\u001b[J7           28900       24.8845           81.0912           1.26059        4.06528        1.19177         1.08302         0.171824    0.209993    \n","\u001b[J     total [######################################............] 77.87%\n","this epoch [#######################################...........] 78.74%\n","     28900 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:34:58.551802.\n","\u001b[4A\u001b[J     total [######################################............] 77.93%\n","this epoch [#######################################...........] 79.28%\n","     28920 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:34:44.808993.\n","\u001b[4A\u001b[J     total [######################################............] 77.98%\n","this epoch [#######################################...........] 79.82%\n","     28940 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:34:30.911511.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.04%\n","this epoch [########################################..........] 80.36%\n","     28960 iter, 7 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:34:17.029139.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.09%\n","this epoch [########################################..........] 80.90%\n","     28980 iter, 7 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 1:34:02.460835.\n","\u001b[4A\u001b[J7           29000       23.919            85.0384           1.20897        4.26301        0.949884        0.996619        0.0729865   0.0672147   \n","\u001b[J     total [#######################################...........] 78.14%\n","this epoch [########################################..........] 81.44%\n","     29000 iter, 7 epoch / 10 epochs\n","    1.4436 iters/sec. Estimated time to finish: 1:33:39.789522.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.20%\n","this epoch [########################################..........] 81.98%\n","     29020 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:33:35.087341.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.25%\n","this epoch [#########################################.........] 82.52%\n","     29040 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:33:21.213882.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.31%\n","this epoch [#########################################.........] 83.05%\n","     29060 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:33:07.337065.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.36%\n","this epoch [#########################################.........] 83.59%\n","     29080 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:32:52.768954.\n","\u001b[4A\u001b[J7           29100       23.1924           82.2385           1.17603        4.1069         1.09438         0.943885        0.0467752   0.160457    \n","\u001b[J     total [#######################################...........] 78.41%\n","this epoch [##########################################........] 84.13%\n","     29100 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:32:39.458627.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.47%\n","this epoch [##########################################........] 84.67%\n","     29120 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:32:25.705390.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.52%\n","this epoch [##########################################........] 85.21%\n","     29140 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:32:11.816189.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.57%\n","this epoch [##########################################........] 85.75%\n","     29160 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:31:57.926301.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.63%\n","this epoch [###########################################.......] 86.29%\n","     29180 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:31:43.393264.\n","\u001b[4A\u001b[J7           29200       24.0219           79.223            1.22322        3.96276        0.931559        1.03377         0.085443    0.0497925   \n","\u001b[J     total [#######################################...........] 78.68%\n","this epoch [###########################################.......] 86.83%\n","     29200 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:31:30.087329.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.74%\n","this epoch [###########################################.......] 87.37%\n","     29220 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:31:16.324844.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.79%\n","this epoch [###########################################.......] 87.90%\n","     29240 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:31:02.446506.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.84%\n","this epoch [############################################......] 88.44%\n","     29260 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:30:48.561627.\n","\u001b[4A\u001b[J     total [#######################################...........] 78.90%\n","this epoch [############################################......] 88.98%\n","     29280 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:30:34.021754.\n","\u001b[4A\u001b[J7           29300       22.7939           82.4535           1.16086        4.12259        1.02024         0.94925         0.02738     0.111435    \n","\u001b[J     total [#######################################...........] 78.95%\n","this epoch [############################################......] 89.52%\n","     29300 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:30:20.666260.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.01%\n","this epoch [#############################################.....] 90.06%\n","     29320 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:30:06.910073.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.06%\n","this epoch [#############################################.....] 90.60%\n","     29340 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:29:53.040840.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.11%\n","this epoch [#############################################.....] 91.14%\n","     29360 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:29:39.151165.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.17%\n","this epoch [#############################################.....] 91.68%\n","     29380 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:29:24.642889.\n","\u001b[4A\u001b[J7           29400       23.6209           84.4829           1.19729        4.24408        1.00342         1.3729          0.437545    0.124064    \n","\u001b[J     total [#######################################...........] 79.22%\n","this epoch [##############################################....] 92.21%\n","     29400 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:29:11.302853.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.28%\n","this epoch [##############################################....] 92.75%\n","     29420 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:28:57.550574.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.33%\n","this epoch [##############################################....] 93.29%\n","     29440 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:28:43.671310.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.38%\n","this epoch [##############################################....] 93.83%\n","     29460 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:28:29.789691.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.44%\n","this epoch [###############################################...] 94.37%\n","     29480 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:28:15.275236.\n","\u001b[4A\u001b[J7           29500       26.6227           87.099            1.35264        4.36116        0.965036        0.974766        0.0259982   0.0596451   \n","\u001b[J     total [#######################################...........] 79.49%\n","this epoch [###############################################...] 94.91%\n","     29500 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:28:01.910066.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.54%\n","this epoch [###############################################...] 95.45%\n","     29520 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:27:48.146457.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.60%\n","this epoch [###############################################...] 95.99%\n","     29540 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:27:34.278524.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.65%\n","this epoch [################################################..] 96.52%\n","     29560 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:27:20.395203.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.71%\n","this epoch [################################################..] 97.06%\n","     29580 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:27:05.870138.\n","\u001b[4A\u001b[J7           29600       23.7198           81.3335           1.20681        4.07347        1.02945         0.989798        0.0257299   0.070137    \n","\u001b[J     total [#######################################...........] 79.76%\n","this epoch [################################################..] 97.60%\n","     29600 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:26:52.503255.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.81%\n","this epoch [#################################################.] 98.14%\n","     29620 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:26:38.741962.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.87%\n","this epoch [#################################################.] 98.68%\n","     29640 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:26:24.872507.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.92%\n","this epoch [#################################################.] 99.22%\n","     29660 iter, 7 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:26:10.996462.\n","\u001b[4A\u001b[J     total [#######################################...........] 79.98%\n","this epoch [#################################################.] 99.76%\n","     29680 iter, 7 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 1:25:56.479482.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J8           29700       21.4689           87.2191           1.11917        4.38242        9.54362         0.971919        0.0402751   4.89543     \n","\u001b[J     total [########################################..........] 80.03%\n","this epoch [..................................................]  0.32%\n","     29700 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:25:41.469548.\n","\u001b[4A\u001b[J     total [########################################..........] 80.09%\n","this epoch [..................................................]  0.86%\n","     29720 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:25:27.721846.\n","\u001b[4A\u001b[J     total [########################################..........] 80.14%\n","this epoch [..................................................]  1.40%\n","     29740 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:25:13.837252.\n","\u001b[4A\u001b[J     total [########################################..........] 80.19%\n","this epoch [..................................................]  1.94%\n","     29760 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:24:59.952001.\n","\u001b[4A\u001b[J     total [########################################..........] 80.25%\n","this epoch [#.................................................]  2.48%\n","     29780 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:24:45.466592.\n","\u001b[4A\u001b[J8           29800       26.6561           81.8907           1.4567         4.11939        0.504746        1.00905         0.0597612   0.172052    \n","\u001b[J     total [########################################..........] 80.30%\n","this epoch [#.................................................]  3.02%\n","     29800 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:24:32.090274.\n","\u001b[4A\u001b[J     total [########################################..........] 80.36%\n","this epoch [#.................................................]  3.56%\n","     29820 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:24:18.343230.\n","\u001b[4A\u001b[J     total [########################################..........] 80.41%\n","this epoch [##................................................]  4.09%\n","     29840 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:24:04.462907.\n","\u001b[4A\u001b[J     total [########################################..........] 80.46%\n","this epoch [##................................................]  4.63%\n","     29860 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:23:50.570144.\n","\u001b[4A\u001b[J     total [########################################..........] 80.52%\n","this epoch [##................................................]  5.17%\n","     29880 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:23:36.084776.\n","\u001b[4A\u001b[J8           29900       23.0851           82.7547           1.16781        4.15092        0.663613        0.965446        0.0157748   0.0737112   \n","\u001b[J     total [########################################..........] 80.57%\n","this epoch [##................................................]  5.71%\n","     29900 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:23:22.698363.\n","\u001b[4A\u001b[J     total [########################################..........] 80.62%\n","this epoch [###...............................................]  6.25%\n","     29920 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:23:08.935312.\n","\u001b[4A\u001b[J     total [########################################..........] 80.68%\n","this epoch [###...............................................]  6.79%\n","     29940 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:22:55.053229.\n","\u001b[4A\u001b[J     total [########################################..........] 80.73%\n","this epoch [###...............................................]  7.33%\n","     29960 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:22:41.186291.\n","\u001b[4A\u001b[J     total [########################################..........] 80.79%\n","this epoch [###...............................................]  7.87%\n","     29980 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:22:26.722177.\n","\u001b[4A\u001b[J8           30000       24.3              89.6933           1.23028        4.49253        0.714003        1.02164         0.0956195   0.0425364   \n","\u001b[J     total [########################################..........] 80.84%\n","this epoch [####..............................................]  8.41%\n","     30000 iter, 8 epoch / 10 epochs\n","    1.4432 iters/sec. Estimated time to finish: 1:22:05.369862.\n","\u001b[4A\u001b[J     total [########################################..........] 80.89%\n","this epoch [####..............................................]  8.94%\n","     30020 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:21:59.543985.\n","\u001b[4A\u001b[J     total [########################################..........] 80.95%\n","this epoch [####..............................................]  9.48%\n","     30040 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:21:45.683571.\n","\u001b[4A\u001b[J     total [########################################..........] 81.00%\n","this epoch [#####.............................................] 10.02%\n","     30060 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:21:31.819635.\n","\u001b[4A\u001b[J     total [########################################..........] 81.06%\n","this epoch [#####.............................................] 10.56%\n","     30080 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:21:17.361066.\n","\u001b[4A\u001b[J8           30100       23.4175           86.6172           1.18631        4.34033        0.808394        0.924697        0.0210615   0.0352096   \n","\u001b[J     total [########################################..........] 81.11%\n","this epoch [#####.............................................] 11.10%\n","     30100 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:21:03.971007.\n","\u001b[4A\u001b[J     total [########################################..........] 81.16%\n","this epoch [#####.............................................] 11.64%\n","     30120 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:20:50.214953.\n","\u001b[4A\u001b[J     total [########################################..........] 81.22%\n","this epoch [######............................................] 12.18%\n","     30140 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:20:36.329273.\n","\u001b[4A\u001b[J     total [########################################..........] 81.27%\n","this epoch [######............................................] 12.72%\n","     30160 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:20:22.453242.\n","\u001b[4A\u001b[J     total [########################################..........] 81.33%\n","this epoch [######............................................] 13.25%\n","     30180 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:20:07.992182.\n","\u001b[4A\u001b[J8           30200       21.6645           86.7716           1.09591        4.34471        0.807073        0.924893        0.0197221   0.0336994   \n","\u001b[J     total [########################################..........] 81.38%\n","this epoch [######............................................] 13.79%\n","     30200 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:19:54.588369.\n","\u001b[4A\u001b[J     total [########################################..........] 81.43%\n","this epoch [#######...........................................] 14.33%\n","     30220 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:19:40.828540.\n","\u001b[4A\u001b[J     total [########################################..........] 81.49%\n","this epoch [#######...........................................] 14.87%\n","     30240 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:19:26.952438.\n","\u001b[4A\u001b[J     total [########################################..........] 81.54%\n","this epoch [#######...........................................] 15.41%\n","     30260 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:19:13.095836.\n","\u001b[4A\u001b[J     total [########################################..........] 81.59%\n","this epoch [#######...........................................] 15.95%\n","     30280 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:18:58.648211.\n","\u001b[4A\u001b[J8           30300       24.5491           86.6945           1.2347         4.35859        0.842963        1.07825         0.17877     0.0347376   \n","\u001b[J     total [########################################..........] 81.65%\n","this epoch [########..........................................] 16.49%\n","     30300 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:18:45.251159.\n","\u001b[4A\u001b[J     total [########################################..........] 81.70%\n","this epoch [########..........................................] 17.03%\n","     30320 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:18:31.504463.\n","\u001b[4A\u001b[J     total [########################################..........] 81.76%\n","this epoch [########..........................................] 17.56%\n","     30340 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:18:17.642585.\n","\u001b[4A\u001b[J     total [########################################..........] 81.81%\n","this epoch [#########.........................................] 18.10%\n","     30360 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:18:03.766226.\n","\u001b[4A\u001b[J     total [########################################..........] 81.86%\n","this epoch [#########.........................................] 18.64%\n","     30380 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:17:49.339384.\n","\u001b[4A\u001b[J8           30400       25.2766           81.6267           1.27207        4.09699        0.863473        0.985273        0.0742318   0.0237486   \n","\u001b[J     total [########################################..........] 81.92%\n","this epoch [#########.........................................] 19.18%\n","     30400 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:17:35.939261.\n","\u001b[4A\u001b[J     total [########################################..........] 81.97%\n","this epoch [#########.........................................] 19.72%\n","     30420 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:17:22.197338.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.03%\n","this epoch [##########........................................] 20.26%\n","     30440 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:17:08.326116.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.08%\n","this epoch [##########........................................] 20.80%\n","     30460 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:16:54.468500.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.13%\n","this epoch [##########........................................] 21.34%\n","     30480 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:16:40.057677.\n","\u001b[4A\u001b[J8           30500       25.0878           88.0346           1.26245        4.416          0.923876        1.03975         0.118429    0.0232573   \n","\u001b[J     total [#########################################.........] 82.19%\n","this epoch [##########........................................] 21.88%\n","     30500 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:16:26.658646.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.24%\n","this epoch [###########.......................................] 22.41%\n","     30520 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:16:12.902114.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.30%\n","this epoch [###########.......................................] 22.95%\n","     30540 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:15:59.042493.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.35%\n","this epoch [###########.......................................] 23.49%\n","     30560 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:15:45.181900.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.40%\n","this epoch [############......................................] 24.03%\n","     30580 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:15:30.788017.\n","\u001b[4A\u001b[J8           30600       22.5463           83.2362           1.13672        4.17083        0.923843        1.01975         0.0713973   0.019402    \n","\u001b[J     total [#########################################.........] 82.46%\n","this epoch [############......................................] 24.57%\n","     30600 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:15:17.380515.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.51%\n","this epoch [############......................................] 25.11%\n","     30620 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:15:03.618054.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.56%\n","this epoch [############......................................] 25.65%\n","     30640 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:14:49.745084.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.62%\n","this epoch [#############.....................................] 26.19%\n","     30660 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:14:35.859238.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.67%\n","this epoch [#############.....................................] 26.72%\n","     30680 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:14:21.460007.\n","\u001b[4A\u001b[J8           30700       24.8679           81.9839           1.25238        4.11061        0.92847         1.08507         0.1099      0.022632    \n","\u001b[J     total [#########################################.........] 82.73%\n","this epoch [#############.....................................] 27.26%\n","     30700 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:14:08.023446.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.78%\n","this epoch [#############.....................................] 27.80%\n","     30720 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:13:54.240226.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.83%\n","this epoch [##############....................................] 28.34%\n","     30740 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:13:40.352065.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.89%\n","this epoch [##############....................................] 28.88%\n","     30760 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:13:26.472544.\n","\u001b[4A\u001b[J     total [#########################################.........] 82.94%\n","this epoch [##############....................................] 29.42%\n","     30780 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:13:12.058867.\n","\u001b[4A\u001b[J8           30800       21.9881           84.8389           1.10821        4.26046        1.00204         1.14344         0.199731    0.0774724   \n","\u001b[J     total [#########################################.........] 83.00%\n","this epoch [##############....................................] 29.96%\n","     30800 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:12:58.606675.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.05%\n","this epoch [###############...................................] 30.50%\n","     30820 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:12:44.824397.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.10%\n","this epoch [###############...................................] 31.03%\n","     30840 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:12:30.945341.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.16%\n","this epoch [###############...................................] 31.57%\n","     30860 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:12:17.073603.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.21%\n","this epoch [################..................................] 32.11%\n","     30880 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:12:02.679826.\n","\u001b[4A\u001b[J8           30900       21.6384           82.282            1.08321        4.14897        0.9371          5.89556         8.5535      0.0449521   \n","\u001b[J     total [#########################################.........] 83.27%\n","this epoch [################..................................] 32.65%\n","     30900 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:11:49.224946.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.32%\n","this epoch [################..................................] 33.19%\n","     30920 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:11:35.461159.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.37%\n","this epoch [################..................................] 33.73%\n","     30940 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:11:21.590178.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.43%\n","this epoch [#################.................................] 34.27%\n","     30960 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:11:07.716806.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.48%\n","this epoch [#################.................................] 34.81%\n","     30980 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:10:53.333588.\n","\u001b[4A\u001b[J8           31000       21.4581           79.5137           1.091          4.01185        1.01868         0.646135        0.0975451   0.0258658   \n","\u001b[J     total [#########################################.........] 83.53%\n","this epoch [#################.................................] 35.34%\n","     31000 iter, 8 epoch / 10 epochs\n","    1.4431 iters/sec. Estimated time to finish: 1:10:33.075122.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.59%\n","this epoch [#################.................................] 35.88%\n","     31020 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:10:26.118900.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.64%\n","this epoch [##################................................] 36.42%\n","     31040 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:10:12.241466.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.70%\n","this epoch [##################................................] 36.96%\n","     31060 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:09:58.390493.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.75%\n","this epoch [##################................................] 37.50%\n","     31080 iter, 8 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 1:09:44.006930.\n","\u001b[4A\u001b[J8           31100       21.8857           84.9266           1.10398        4.2882         0.94368         0.658983        0.0691643   0.0196982   \n","\u001b[J     total [#########################################.........] 83.80%\n","this epoch [###################...............................] 38.04%\n","     31100 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:09:30.538662.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.86%\n","this epoch [###################...............................] 38.58%\n","     31120 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:09:16.795581.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.91%\n","this epoch [###################...............................] 39.12%\n","     31140 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:09:02.938196.\n","\u001b[4A\u001b[J     total [#########################################.........] 83.97%\n","this epoch [###################...............................] 39.66%\n","     31160 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:08:49.068119.\n","\u001b[4A\u001b[J     total [##########################################........] 84.02%\n","this epoch [####################..............................] 40.19%\n","     31180 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:08:34.702680.\n","\u001b[4A\u001b[J8           31200       24.3891           85.2646           1.22888        4.29228        0.937316        0.726005        0.0673544   0.0191024   \n","\u001b[J     total [##########################################........] 84.07%\n","this epoch [####################..............................] 40.73%\n","     31200 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:08:21.233534.\n","\u001b[4A\u001b[J     total [##########################################........] 84.13%\n","this epoch [####################..............................] 41.27%\n","     31220 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:08:07.442999.\n","\u001b[4A\u001b[J     total [##########################################........] 84.18%\n","this epoch [####################..............................] 41.81%\n","     31240 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:07:53.568465.\n","\u001b[4A\u001b[J     total [##########################################........] 84.23%\n","this epoch [#####################.............................] 42.35%\n","     31260 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:07:39.707049.\n","\u001b[4A\u001b[J     total [##########################################........] 84.29%\n","this epoch [#####################.............................] 42.89%\n","     31280 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:07:25.356592.\n","\u001b[4A\u001b[J8           31300       26.1774           85.7673           1.31453        4.31786        0.950647        0.694677        0.122479    0.0203431   \n","\u001b[J     total [##########################################........] 84.34%\n","this epoch [#####################.............................] 43.43%\n","     31300 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:07:11.882669.\n","\u001b[4A\u001b[J     total [##########################################........] 84.40%\n","this epoch [#####################.............................] 43.97%\n","     31320 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:06:58.096654.\n","\u001b[4A\u001b[J     total [##########################################........] 84.45%\n","this epoch [######################............................] 44.50%\n","     31340 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:06:44.228925.\n","\u001b[4A\u001b[J     total [##########################################........] 84.50%\n","this epoch [######################............................] 45.04%\n","     31360 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:06:30.358203.\n","\u001b[4A\u001b[J     total [##########################################........] 84.56%\n","this epoch [######################............................] 45.58%\n","     31380 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:06:16.014225.\n","\u001b[4A\u001b[J8           31400       22.3477           77.2876           1.12178        3.88808        0.937717        0.629042        0.135335    0.0204249   \n","\u001b[J     total [##########################################........] 84.61%\n","this epoch [#######################...........................] 46.12%\n","     31400 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:06:02.533519.\n","\u001b[4A\u001b[J     total [##########################################........] 84.67%\n","this epoch [#######################...........................] 46.66%\n","     31420 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:05:48.759656.\n","\u001b[4A\u001b[J     total [##########################################........] 84.72%\n","this epoch [#######################...........................] 47.20%\n","     31440 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:05:34.896096.\n","\u001b[4A\u001b[J     total [##########################################........] 84.77%\n","this epoch [#######################...........................] 47.74%\n","     31460 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:05:21.033118.\n","\u001b[4A\u001b[J     total [##########################################........] 84.83%\n","this epoch [########################..........................] 48.28%\n","     31480 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:05:06.692523.\n","\u001b[4A\u001b[J8           31500       22.9365           87.8918           1.15483        4.42143        0.934411        0.820338        0.0711453   0.0215654   \n","\u001b[J     total [##########################################........] 84.88%\n","this epoch [########################..........................] 48.81%\n","     31500 iter, 8 epoch / 10 epochs\n","    1.4408 iters/sec. Estimated time to finish: 1:04:53.214007.\n","\u001b[4A\u001b[J     total [##########################################........] 84.94%\n","this epoch [########################..........................] 49.35%\n","     31520 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:04:39.430818.\n","\u001b[4A\u001b[J     total [##########################################........] 84.99%\n","this epoch [########################..........................] 49.89%\n","     31540 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:04:25.557292.\n","\u001b[4A\u001b[J     total [##########################################........] 85.04%\n","this epoch [#########################.........................] 50.43%\n","     31560 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:04:11.697279.\n","\u001b[4A\u001b[J     total [##########################################........] 85.10%\n","this epoch [#########################.........................] 50.97%\n","     31580 iter, 8 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 1:03:57.366856.\n","\u001b[4A\u001b[J8           31600       25.2816           84.3339           1.27668        4.23677        0.972123        0.875233        0.0386955   0.028234    \n","\u001b[J     total [##########################################........] 85.15%\n","this epoch [#########################.........................] 51.51%\n","     31600 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:03:43.873717.\n","\u001b[4A\u001b[J     total [##########################################........] 85.20%\n","this epoch [##########################........................] 52.05%\n","     31620 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:03:30.090098.\n","\u001b[4A\u001b[J     total [##########################################........] 85.26%\n","this epoch [##########################........................] 52.59%\n","     31640 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:03:16.203679.\n","\u001b[4A\u001b[J     total [##########################################........] 85.31%\n","this epoch [##########################........................] 53.12%\n","     31660 iter, 8 epoch / 10 epochs\n","    1.4407 iters/sec. Estimated time to finish: 1:03:02.331464.\n","\u001b[4A\u001b[J     total [##########################################........] 85.37%\n","this epoch [##########################........................] 53.66%\n","     31680 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:02:48.689930.\n","\u001b[4A\u001b[J8           31700       25.141            87.8461           1.26326        4.40772        1.04498         0.920552        0.0604819   0.0792346   \n","\u001b[J     total [##########################################........] 85.42%\n","this epoch [###########################.......................] 54.20%\n","     31700 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:02:35.174030.\n","\u001b[4A\u001b[J     total [##########################################........] 85.47%\n","this epoch [###########################.......................] 54.74%\n","     31720 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:02:21.379901.\n","\u001b[4A\u001b[J     total [##########################################........] 85.53%\n","this epoch [###########################.......................] 55.28%\n","     31740 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:02:07.513889.\n","\u001b[4A\u001b[J     total [##########################################........] 85.58%\n","this epoch [###########################.......................] 55.82%\n","     31760 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:01:53.633235.\n","\u001b[4A\u001b[J     total [##########################################........] 85.64%\n","this epoch [############################......................] 56.36%\n","     31780 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:01:39.324095.\n","\u001b[4A\u001b[J8           31800       22.4999           86.9211           1.1274         4.35931        1.02668         0.813163        0.0675703   0.0558186   \n","\u001b[J     total [##########################################........] 85.69%\n","this epoch [############################......................] 56.90%\n","     31800 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:01:25.811085.\n","\u001b[4A\u001b[J     total [##########################################........] 85.74%\n","this epoch [############################......................] 57.44%\n","     31820 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:01:12.035013.\n","\u001b[4A\u001b[J     total [##########################################........] 85.80%\n","this epoch [############################......................] 57.97%\n","     31840 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:00:58.168010.\n","\u001b[4A\u001b[J     total [##########################################........] 85.85%\n","this epoch [#############################.....................] 58.51%\n","     31860 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:00:44.294464.\n","\u001b[4A\u001b[J     total [##########################################........] 85.91%\n","this epoch [#############################.....................] 59.05%\n","     31880 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 1:00:29.991969.\n","\u001b[4A\u001b[J8           31900       22.6373           83.5348           1.1325         4.19584        0.986602        0.85922         0.0645453   0.045309    \n","\u001b[J     total [##########################################........] 85.96%\n","this epoch [#############################.....................] 59.59%\n","     31900 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 1:00:16.476715.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.01%\n","this epoch [##############################....................] 60.13%\n","     31920 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 1:00:02.696395.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.07%\n","this epoch [##############################....................] 60.67%\n","     31940 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:59:48.824552.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.12%\n","this epoch [##############################....................] 61.21%\n","     31960 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:59:34.946198.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.17%\n","this epoch [##############################....................] 61.75%\n","     31980 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:59:20.628725.\n","\u001b[4A\u001b[J8           32000       23.4079           83.2307           1.17181        4.17607        1.00169         0.940587        0.0260659   0.0760852   \n","\u001b[J     total [###########################################.......] 86.23%\n","this epoch [###############################...................] 62.28%\n","     32000 iter, 8 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 0:59:01.405512.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.28%\n","this epoch [###############################...................] 62.82%\n","     32020 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:58:53.360737.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.34%\n","this epoch [###############################...................] 63.36%\n","     32040 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:58:39.476780.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.39%\n","this epoch [###############################...................] 63.90%\n","     32060 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:58:25.595201.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.44%\n","this epoch [################################..................] 64.44%\n","     32080 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:58:11.283468.\n","\u001b[4A\u001b[J8           32100       26.082            84.2563           1.30369        4.22366        1.00265         0.954767        0.0399078   0.036256    \n","\u001b[J     total [###########################################.......] 86.50%\n","this epoch [################################..................] 64.98%\n","     32100 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:57:57.737628.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.55%\n","this epoch [################################..................] 65.52%\n","     32120 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:57:43.942898.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.61%\n","this epoch [#################################.................] 66.06%\n","     32140 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:57:30.062156.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.66%\n","this epoch [#################################.................] 66.59%\n","     32160 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:57:16.177175.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.71%\n","this epoch [#################################.................] 67.13%\n","     32180 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:57:01.879371.\n","\u001b[4A\u001b[J8           32200       24.1269           83.4293           1.21066        4.1821         1.08365         0.941304        0.0276257   0.121578    \n","\u001b[J     total [###########################################.......] 86.77%\n","this epoch [#################################.................] 67.67%\n","     32200 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:56:48.326635.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.82%\n","this epoch [##################################................] 68.21%\n","     32220 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:56:34.529152.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.88%\n","this epoch [##################################................] 68.75%\n","     32240 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:56:20.643516.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.93%\n","this epoch [##################################................] 69.29%\n","     32260 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:56:06.756966.\n","\u001b[4A\u001b[J     total [###########################################.......] 86.98%\n","this epoch [##################################................] 69.83%\n","     32280 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:55:52.474311.\n","\u001b[4A\u001b[J8           32300       25.0624           85.3227           1.25673        4.27592        1.00212         0.982559        0.0456296   0.0663776   \n","\u001b[J     total [###########################################.......] 87.04%\n","this epoch [###################################...............] 70.37%\n","     32300 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:55:38.922549.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.09%\n","this epoch [###################################...............] 70.91%\n","     32320 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:55:25.141457.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.14%\n","this epoch [###################################...............] 71.44%\n","     32340 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:55:11.276709.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.20%\n","this epoch [###################################...............] 71.98%\n","     32360 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:54:57.408772.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.25%\n","this epoch [####################################..............] 72.52%\n","     32380 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:54:43.140723.\n","\u001b[4A\u001b[J8           32400       25.4864           85.3754           1.27677        4.27683        1.01804         1.14326         0.198687    0.0507173   \n","\u001b[J     total [###########################################.......] 87.31%\n","this epoch [####################################..............] 73.06%\n","     32400 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:54:29.573002.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.36%\n","this epoch [####################################..............] 73.60%\n","     32420 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:54:15.770075.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.41%\n","this epoch [#####################################.............] 74.14%\n","     32440 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:54:01.885708.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.47%\n","this epoch [#####################################.............] 74.68%\n","     32460 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:53:47.999465.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.52%\n","this epoch [#####################################.............] 75.22%\n","     32480 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:53:33.730443.\n","\u001b[4A\u001b[J8           32500       23.7445           82.5251           1.19334        4.15116        2.42623         0.942295        0.0350443   1.53863     \n","\u001b[J     total [###########################################.......] 87.58%\n","this epoch [#####################################.............] 75.75%\n","     32500 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:53:20.164571.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.63%\n","this epoch [######################################............] 76.29%\n","     32520 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:53:06.367516.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.68%\n","this epoch [######################################............] 76.83%\n","     32540 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:52:52.487725.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.74%\n","this epoch [######################################............] 77.37%\n","     32560 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:52:38.596322.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.79%\n","this epoch [######################################............] 77.91%\n","     32580 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:52:24.329599.\n","\u001b[4A\u001b[J8           32600       23.0515           81.5423           1.18809        4.15982        0.669213        0.957389        0.031204    0.189889    \n","\u001b[J     total [###########################################.......] 87.84%\n","this epoch [#######################################...........] 78.45%\n","     32600 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:52:10.771003.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.90%\n","this epoch [#######################################...........] 78.99%\n","     32620 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:51:56.968134.\n","\u001b[4A\u001b[J     total [###########################################.......] 87.95%\n","this epoch [#######################################...........] 79.53%\n","     32640 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:51:43.098149.\n","\u001b[4A\u001b[J     total [############################################......] 88.01%\n","this epoch [########################################..........] 80.06%\n","     32660 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:51:29.217722.\n","\u001b[4A\u001b[J     total [############################################......] 88.06%\n","this epoch [########################################..........] 80.60%\n","     32680 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:51:14.959262.\n","\u001b[4A\u001b[J8           32700       25.8018           84.4695           1.32591        4.24931        0.856963        0.98731         0.0296939   0.0558533   \n","\u001b[J     total [############################################......] 88.11%\n","this epoch [########################################..........] 81.14%\n","     32700 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:51:01.391339.\n","\u001b[4A\u001b[J     total [############################################......] 88.17%\n","this epoch [########################################..........] 81.68%\n","     32720 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:50:47.580044.\n","\u001b[4A\u001b[J     total [############################################......] 88.22%\n","this epoch [#########################################.........] 82.22%\n","     32740 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:50:33.702650.\n","\u001b[4A\u001b[J     total [############################################......] 88.28%\n","this epoch [#########################################.........] 82.76%\n","     32760 iter, 8 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:50:19.814215.\n","\u001b[4A\u001b[J     total [############################################......] 88.33%\n","this epoch [#########################################.........] 83.30%\n","     32780 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:50:05.573601.\n","\u001b[4A\u001b[J8           32800       22.4197           85.4436           1.14843        4.28518        0.840284        0.972021        0.0320839   0.0627752   \n","\u001b[J     total [############################################......] 88.38%\n","this epoch [#########################################.........] 83.84%\n","     32800 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:49:51.992373.\n","\u001b[4A\u001b[J     total [############################################......] 88.44%\n","this epoch [##########################################........] 84.38%\n","     32820 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:49:38.172751.\n","\u001b[4A\u001b[J     total [############################################......] 88.49%\n","this epoch [##########################################........] 84.91%\n","     32840 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:49:24.283476.\n","\u001b[4A\u001b[J     total [############################################......] 88.55%\n","this epoch [##########################################........] 85.45%\n","     32860 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:49:10.396034.\n","\u001b[4A\u001b[J     total [############################################......] 88.60%\n","this epoch [##########################################........] 85.99%\n","     32880 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:48:56.154457.\n","\u001b[4A\u001b[J8           32900       20.2939           86.6688           1.03323        4.34956        0.9458          0.965599        0.0200722   0.0905965   \n","\u001b[J     total [############################################......] 88.65%\n","this epoch [###########################################.......] 86.53%\n","     32900 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:48:42.557927.\n","\u001b[4A\u001b[J     total [############################################......] 88.71%\n","this epoch [###########################################.......] 87.07%\n","     32920 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:48:28.742862.\n","\u001b[4A\u001b[J     total [############################################......] 88.76%\n","this epoch [###########################################.......] 87.61%\n","     32940 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:48:14.856082.\n","\u001b[4A\u001b[J     total [############################################......] 88.81%\n","this epoch [############################################......] 88.15%\n","     32960 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:48:00.976766.\n","\u001b[4A\u001b[J     total [############################################......] 88.87%\n","this epoch [############################################......] 88.69%\n","     32980 iter, 8 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:47:46.746068.\n","\u001b[4A\u001b[J8           33000       24.4116           82.9638           1.23252        4.16143        0.930994        1.06449         0.124328    0.022127    \n","\u001b[J     total [############################################......] 88.92%\n","this epoch [############################################......] 89.22%\n","     33000 iter, 8 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 0:47:28.553362.\n","\u001b[4A\u001b[J     total [############################################......] 88.98%\n","this epoch [############################################......] 89.76%\n","     33020 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:47:19.330152.\n","\u001b[4A\u001b[J     total [############################################......] 89.03%\n","this epoch [#############################################.....] 90.30%\n","     33040 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:47:05.443965.\n","\u001b[4A\u001b[J     total [############################################......] 89.08%\n","this epoch [#############################################.....] 90.84%\n","     33060 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:46:51.564128.\n","\u001b[4A\u001b[J     total [############################################......] 89.14%\n","this epoch [#############################################.....] 91.38%\n","     33080 iter, 8 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:46:37.342464.\n","\u001b[4A\u001b[J8           33100       22.9845           81.0766           1.15896        4.07413        0.948893        0.984192        0.0235231   0.0259681   \n","\u001b[J     total [############################################......] 89.19%\n","this epoch [#############################################.....] 91.92%\n","     33100 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:46:23.721434.\n","\u001b[4A\u001b[J     total [############################################......] 89.25%\n","this epoch [##############################################....] 92.46%\n","     33120 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:46:09.908553.\n","\u001b[4A\u001b[J     total [############################################......] 89.30%\n","this epoch [##############################################....] 93.00%\n","     33140 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:45:56.021194.\n","\u001b[4A\u001b[J     total [############################################......] 89.35%\n","this epoch [##############################################....] 93.53%\n","     33160 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:45:42.136212.\n","\u001b[4A\u001b[J     total [############################################......] 89.41%\n","this epoch [###############################################...] 94.07%\n","     33180 iter, 8 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:45:27.918619.\n","\u001b[4A\u001b[J8           33200       23.1689           86.5249           1.168          4.33809        1.00566         0.963016        0.0182538   0.0423436   \n","\u001b[J     total [############################################......] 89.46%\n","this epoch [###############################################...] 94.61%\n","     33200 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:45:14.309946.\n","\u001b[4A\u001b[J     total [############################################......] 89.52%\n","this epoch [###############################################...] 95.15%\n","     33220 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:45:00.499164.\n","\u001b[4A\u001b[J     total [############################################......] 89.57%\n","this epoch [###############################################...] 95.69%\n","     33240 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:44:46.605981.\n","\u001b[4A\u001b[J     total [############################################......] 89.62%\n","this epoch [################################################..] 96.23%\n","     33260 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:44:32.716179.\n","\u001b[4A\u001b[J     total [############################################......] 89.68%\n","this epoch [################################################..] 96.77%\n","     33280 iter, 8 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:44:18.505013.\n","\u001b[4A\u001b[J8           33300       25.5475           84.3535           1.28253        4.23672        1.05207         1.59757         0.856972    0.069911    \n","\u001b[J     total [############################################......] 89.73%\n","this epoch [################################################..] 97.31%\n","     33300 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:44:04.882110.\n","\u001b[4A\u001b[J     total [############################################......] 89.78%\n","this epoch [################################################..] 97.84%\n","     33320 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:43:51.062314.\n","\u001b[4A\u001b[J     total [############################################......] 89.84%\n","this epoch [#################################################.] 98.38%\n","     33340 iter, 8 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:43:37.180193.\n","\u001b[4A\u001b[J     total [############################################......] 89.89%\n","this epoch [#################################################.] 98.92%\n","     33360 iter, 8 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:43:23.291992.\n","\u001b[4A\u001b[J     total [############################################......] 89.95%\n","this epoch [#################################################.] 99.46%\n","     33380 iter, 8 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:43:09.099114.\n","\u001b[4A\u001b[J9           33400       21.5055           83.2587           1.07991        4.19118        1.28175         0.924377        0.030719    0.248934    \n","\u001b[J     total [#############################################.....] 90.00%\n","this epoch [..................................................]  0.00%\n","     33400 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:42:55.465295.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J     total [#############################################.....] 90.06%\n","this epoch [..................................................]  0.57%\n","     33420 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:42:40.376061.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.11%\n","this epoch [..................................................]  1.10%\n","     33440 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:42:26.499069.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.16%\n","this epoch [..................................................]  1.64%\n","     33460 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:42:12.615620.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.22%\n","this epoch [#.................................................]  2.18%\n","     33480 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:41:58.430618.\n","\u001b[4A\u001b[J9           33500       24.6329           86.8885           1.24059        4.35807        0.931167        0.938792        0.0173952   0.0423456   \n","\u001b[J     total [#############################################.....] 90.27%\n","this epoch [#.................................................]  2.72%\n","     33500 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:41:44.800228.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.33%\n","this epoch [#.................................................]  3.26%\n","     33520 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:41:30.998271.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.38%\n","this epoch [#.................................................]  3.80%\n","     33540 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:41:17.114356.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.43%\n","this epoch [##................................................]  4.34%\n","     33560 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:41:03.244938.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.49%\n","this epoch [##................................................]  4.88%\n","     33580 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:40:49.069566.\n","\u001b[4A\u001b[J9           33600       24.4562           86.4563           1.23259        4.33453        0.970937        0.966124        0.0322683   0.0408041   \n","\u001b[J     total [#############################################.....] 90.54%\n","this epoch [##................................................]  5.41%\n","     33600 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:40:35.435171.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.60%\n","this epoch [##................................................]  5.95%\n","     33620 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:40:21.625705.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.65%\n","this epoch [###...............................................]  6.49%\n","     33640 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:40:07.753388.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.70%\n","this epoch [###...............................................]  7.03%\n","     33660 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:39:53.876665.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.76%\n","this epoch [###...............................................]  7.57%\n","     33680 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:39:39.706943.\n","\u001b[4A\u001b[J9           33700       24.3554           87.1101           1.2264         4.38149        0.993153        0.953523        0.0192687   0.0361551   \n","\u001b[J     total [#############################################.....] 90.81%\n","this epoch [####..............................................]  8.11%\n","     33700 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:39:26.069626.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.86%\n","this epoch [####..............................................]  8.65%\n","     33720 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:39:12.246352.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.92%\n","this epoch [####..............................................]  9.19%\n","     33740 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:38:58.375698.\n","\u001b[4A\u001b[J     total [#############################################.....] 90.97%\n","this epoch [####..............................................]  9.73%\n","     33760 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:38:44.495494.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.03%\n","this epoch [#####.............................................] 10.26%\n","     33780 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:38:30.331185.\n","\u001b[4A\u001b[J9           33800       25.1582           84.0882           1.2661         4.21686        1.00787         0.966026        0.0202788   0.0451344   \n","\u001b[J     total [#############################################.....] 91.08%\n","this epoch [#####.............................................] 10.80%\n","     33800 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:38:16.672416.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.13%\n","this epoch [#####.............................................] 11.34%\n","     33820 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:38:02.852640.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.19%\n","this epoch [#####.............................................] 11.88%\n","     33840 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:37:48.972710.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.24%\n","this epoch [######............................................] 12.42%\n","     33860 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:37:35.090358.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.30%\n","this epoch [######............................................] 12.96%\n","     33880 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:37:20.940915.\n","\u001b[4A\u001b[J9           33900       23.2793           81.6694           1.17182        4.09236        0.998138        0.98974         0.038173    0.020563    \n","\u001b[J     total [#############################################.....] 91.35%\n","this epoch [######............................................] 13.50%\n","     33900 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:37:07.285020.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.40%\n","this epoch [#######...........................................] 14.04%\n","     33920 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:36:53.463748.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.46%\n","this epoch [#######...........................................] 14.57%\n","     33940 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:36:39.583438.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.51%\n","this epoch [#######...........................................] 15.11%\n","     33960 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:36:25.714126.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.57%\n","this epoch [#######...........................................] 15.65%\n","     33980 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:36:11.569967.\n","\u001b[4A\u001b[J9           34000       25.9151           82.629            1.30207        4.1419         0.995019        1.02983         0.0819746   0.0186339   \n","\u001b[J     total [#############################################.....] 91.62%\n","this epoch [########..........................................] 16.19%\n","     34000 iter, 9 epoch / 10 epochs\n","    1.4433 iters/sec. Estimated time to finish: 0:35:54.412108.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.67%\n","this epoch [########..........................................] 16.73%\n","     34020 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:35:44.093402.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.73%\n","this epoch [########..........................................] 17.27%\n","     34040 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:35:30.222461.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.78%\n","this epoch [########..........................................] 17.81%\n","     34060 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:35:16.359997.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.83%\n","this epoch [#########.........................................] 18.35%\n","     34080 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:35:02.233394.\n","\u001b[4A\u001b[J9           34100       25.563            83.5986           1.28539        4.19004        0.987644        0.963876        0.0141968   0.0126603   \n","\u001b[J     total [#############################################.....] 91.89%\n","this epoch [#########.........................................] 18.88%\n","     34100 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:34:48.569178.\n","\u001b[4A\u001b[J     total [#############################################.....] 91.94%\n","this epoch [#########.........................................] 19.42%\n","     34120 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:34:34.744469.\n","\u001b[4A\u001b[J     total [#############################################.....] 92.00%\n","this epoch [#########.........................................] 19.96%\n","     34140 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:34:20.875986.\n","\u001b[4A\u001b[J     total [##############################################....] 92.05%\n","this epoch [##########........................................] 20.50%\n","     34160 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:34:07.000635.\n","\u001b[4A\u001b[J     total [##############################################....] 92.10%\n","this epoch [##########........................................] 21.04%\n","     34180 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:33:52.878839.\n","\u001b[4A\u001b[J9           34200       21.5915           83.8661           1.08523        4.20784        1.01981         1.00742         0.0535269   0.0381562   \n","\u001b[J     total [##############################################....] 92.16%\n","this epoch [##########........................................] 21.58%\n","     34200 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:33:39.197164.\n","\u001b[4A\u001b[J     total [##############################################....] 92.21%\n","this epoch [###########.......................................] 22.12%\n","     34220 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:33:25.376408.\n","\u001b[4A\u001b[J     total [##############################################....] 92.27%\n","this epoch [###########.......................................] 22.66%\n","     34240 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:33:11.503202.\n","\u001b[4A\u001b[J     total [##############################################....] 92.32%\n","this epoch [###########.......................................] 23.20%\n","     34260 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:32:57.615367.\n","\u001b[4A\u001b[J     total [##############################################....] 92.37%\n","this epoch [###########.......................................] 23.73%\n","     34280 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:32:43.488019.\n","\u001b[4A\u001b[J9           34300       23.6342           85.8471           1.18797        4.29954        1.0936          1.03461         0.0875406   0.120257    \n","\u001b[J     total [##############################################....] 92.43%\n","this epoch [############......................................] 24.27%\n","     34300 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:32:29.793685.\n","\u001b[4A\u001b[J     total [##############################################....] 92.48%\n","this epoch [############......................................] 24.81%\n","     34320 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:32:15.960208.\n","\u001b[4A\u001b[J     total [##############################################....] 92.54%\n","this epoch [############......................................] 25.35%\n","     34340 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:32:02.080524.\n","\u001b[4A\u001b[J     total [##############################################....] 92.59%\n","this epoch [############......................................] 25.89%\n","     34360 iter, 9 epoch / 10 epochs\n","    1.4409 iters/sec. Estimated time to finish: 0:31:48.197268.\n","\u001b[4A\u001b[J     total [##############################################....] 92.64%\n","this epoch [#############.....................................] 26.43%\n","     34380 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:31:34.088790.\n","\u001b[4A\u001b[J9           34400       23.5888           90.1542           1.18238        4.51783        1.00407         1.05447         0.0955581   0.0333451   \n","\u001b[J     total [##############################################....] 92.70%\n","this epoch [#############.....................................] 26.97%\n","     34400 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:31:20.393125.\n","\u001b[4A\u001b[J     total [##############################################....] 92.75%\n","this epoch [#############.....................................] 27.51%\n","     34420 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:31:06.562028.\n","\u001b[4A\u001b[J     total [##############################################....] 92.80%\n","this epoch [##############....................................] 28.04%\n","     34440 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:30:52.686255.\n","\u001b[4A\u001b[J     total [##############################################....] 92.86%\n","this epoch [##############....................................] 28.58%\n","     34460 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:30:38.804691.\n","\u001b[4A\u001b[J     total [##############################################....] 92.91%\n","this epoch [##############....................................] 29.12%\n","     34480 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:30:24.696849.\n","\u001b[4A\u001b[J9           34500       20.5159           84.095            1.02817        4.21686        0.993333        1.03358         0.076028    0.0226618   \n","\u001b[J     total [##############################################....] 92.97%\n","this epoch [##############....................................] 29.66%\n","     34500 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:30:10.994863.\n","\u001b[4A\u001b[J     total [##############################################....] 93.02%\n","this epoch [###############...................................] 30.20%\n","     34520 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:29:57.156158.\n","\u001b[4A\u001b[J     total [##############################################....] 93.07%\n","this epoch [###############...................................] 30.74%\n","     34540 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:29:43.278006.\n","\u001b[4A\u001b[J     total [##############################################....] 93.13%\n","this epoch [###############...................................] 31.28%\n","     34560 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:29:29.393990.\n","\u001b[4A\u001b[J     total [##############################################....] 93.18%\n","this epoch [###############...................................] 31.82%\n","     34580 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:29:15.294929.\n","\u001b[4A\u001b[J9           34600       24.4756           85.0993           1.22577        4.26549        1.0789          0.995977        0.0299827   0.07599     \n","\u001b[J     total [##############################################....] 93.24%\n","this epoch [################..................................] 32.35%\n","     34600 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:29:01.593980.\n","\u001b[4A\u001b[J     total [##############################################....] 93.29%\n","this epoch [################..................................] 32.89%\n","     34620 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:28:47.773667.\n","\u001b[4A\u001b[J     total [##############################################....] 93.34%\n","this epoch [################..................................] 33.43%\n","     34640 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:28:33.897123.\n","\u001b[4A\u001b[J     total [##############################################....] 93.40%\n","this epoch [################..................................] 33.97%\n","     34660 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:28:20.021819.\n","\u001b[4A\u001b[J     total [##############################################....] 93.45%\n","this epoch [#################.................................] 34.51%\n","     34680 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:28:05.936383.\n","\u001b[4A\u001b[J9           34700       23.202            80.2396           1.16651        4.01972        2.49393         1.06543         0.0870349   0.759243    \n","\u001b[J     total [##############################################....] 93.50%\n","this epoch [#################.................................] 35.05%\n","     34700 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:27:52.233027.\n","\u001b[4A\u001b[J     total [##############################################....] 93.56%\n","this epoch [#################.................................] 35.59%\n","     34720 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:27:38.402628.\n","\u001b[4A\u001b[J     total [##############################################....] 93.61%\n","this epoch [##################................................] 36.13%\n","     34740 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:27:24.530255.\n","\u001b[4A\u001b[J     total [##############################################....] 93.67%\n","this epoch [##################................................] 36.66%\n","     34760 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:27:10.653238.\n","\u001b[4A\u001b[J     total [##############################################....] 93.72%\n","this epoch [##################................................] 37.20%\n","     34780 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:26:56.587010.\n","\u001b[4A\u001b[J9           34800       22.8404           89.2778           1.14061        4.47111        5.7507          6.7425          7.10311     4.26899     \n","\u001b[J     total [##############################################....] 93.77%\n","this epoch [##################................................] 37.74%\n","     34800 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:26:42.882641.\n","\u001b[4A\u001b[J     total [##############################################....] 93.83%\n","this epoch [###################...............................] 38.28%\n","     34820 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:26:29.050914.\n","\u001b[4A\u001b[J     total [##############################################....] 93.88%\n","this epoch [###################...............................] 38.82%\n","     34840 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:26:15.179552.\n","\u001b[4A\u001b[J     total [##############################################....] 93.94%\n","this epoch [###################...............................] 39.36%\n","     34860 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:26:01.304539.\n","\u001b[4A\u001b[J     total [##############################################....] 93.99%\n","this epoch [###################...............................] 39.90%\n","     34880 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:25:47.241871.\n","\u001b[4A\u001b[J9           34900       24.4681           82.8123           1.22512        4.14301        0.441703        0.701138        0.0774054   0.163767    \n","\u001b[J     total [###############################################...] 94.04%\n","this epoch [####################..............................] 40.44%\n","     34900 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:25:33.518083.\n","\u001b[4A\u001b[J     total [###############################################...] 94.10%\n","this epoch [####################..............................] 40.98%\n","     34920 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:25:19.688098.\n","\u001b[4A\u001b[J     total [###############################################...] 94.15%\n","this epoch [####################..............................] 41.51%\n","     34940 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:25:05.805489.\n","\u001b[4A\u001b[J     total [###############################################...] 94.21%\n","this epoch [#####################.............................] 42.05%\n","     34960 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:24:51.928022.\n","\u001b[4A\u001b[J     total [###############################################...] 94.26%\n","this epoch [#####################.............................] 42.59%\n","     34980 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:24:37.878284.\n","\u001b[4A\u001b[J9           35000       25.3293           84.7393           1.27094        4.23934        0.54508         0.805735        0.0459662   0.104959    \n","\u001b[J     total [###############################################...] 94.31%\n","this epoch [#####################.............................] 43.13%\n","     35000 iter, 9 epoch / 10 epochs\n","    1.4434 iters/sec. Estimated time to finish: 0:24:21.794737.\n","\u001b[4A\u001b[J     total [###############################################...] 94.37%\n","this epoch [#####################.............................] 43.67%\n","     35020 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:24:10.330477.\n","\u001b[4A\u001b[J     total [###############################################...] 94.42%\n","this epoch [######################............................] 44.21%\n","     35040 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:23:56.456720.\n","\u001b[4A\u001b[J     total [###############################################...] 94.47%\n","this epoch [######################............................] 44.75%\n","     35060 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:23:42.583329.\n","\u001b[4A\u001b[J     total [###############################################...] 94.53%\n","this epoch [######################............................] 45.29%\n","     35080 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:23:28.537435.\n","\u001b[4A\u001b[J9           35100       26.3226           83.5666           1.32237        4.19894        0.585851        0.762675        0.0461266   0.0874541   \n","\u001b[J     total [###############################################...] 94.58%\n","this epoch [######################............................] 45.82%\n","     35100 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:23:14.796829.\n","\u001b[4A\u001b[J     total [###############################################...] 94.64%\n","this epoch [#######################...........................] 46.36%\n","     35120 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:23:00.961127.\n","\u001b[4A\u001b[J     total [###############################################...] 94.69%\n","this epoch [#######################...........................] 46.90%\n","     35140 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:22:47.090322.\n","\u001b[4A\u001b[J     total [###############################################...] 94.74%\n","this epoch [#######################...........................] 47.44%\n","     35160 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:22:33.221673.\n","\u001b[4A\u001b[J     total [###############################################...] 94.80%\n","this epoch [#######################...........................] 47.98%\n","     35180 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:22:19.186646.\n","\u001b[4A\u001b[J9           35200       25.7257           83.6457           1.29099        4.23636        0.750463        0.610491        0.0693435   0.0664257   \n","\u001b[J     total [###############################################...] 94.85%\n","this epoch [########################..........................] 48.52%\n","     35200 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:22:05.445549.\n","\u001b[4A\u001b[J     total [###############################################...] 94.91%\n","this epoch [########################..........................] 49.06%\n","     35220 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:21:51.612931.\n","\u001b[4A\u001b[J     total [###############################################...] 94.96%\n","this epoch [########################..........................] 49.60%\n","     35240 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:21:37.739936.\n","\u001b[4A\u001b[J     total [###############################################...] 95.01%\n","this epoch [#########################.........................] 50.13%\n","     35260 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:21:23.867990.\n","\u001b[4A\u001b[J     total [###############################################...] 95.07%\n","this epoch [#########################.........................] 50.67%\n","     35280 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:21:09.841322.\n","\u001b[4A\u001b[J9           35300       25.4663           84.797            1.27762        4.2912         0.860655        0.691264        0.0666835   0.0578292   \n","\u001b[J     total [###############################################...] 95.12%\n","this epoch [#########################.........................] 51.21%\n","     35300 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:20:56.090842.\n","\u001b[4A\u001b[J     total [###############################################...] 95.18%\n","this epoch [#########################.........................] 51.75%\n","     35320 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:20:42.249641.\n","\u001b[4A\u001b[J     total [###############################################...] 95.23%\n","this epoch [##########################........................] 52.29%\n","     35340 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:20:28.377495.\n","\u001b[4A\u001b[J     total [###############################################...] 95.28%\n","this epoch [##########################........................] 52.83%\n","     35360 iter, 9 epoch / 10 epochs\n","     1.441 iters/sec. Estimated time to finish: 0:20:14.500553.\n","\u001b[4A\u001b[J     total [###############################################...] 95.34%\n","this epoch [##########################........................] 53.37%\n","     35380 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:20:00.480905.\n","\u001b[4A\u001b[J9           35400       22.6544           86.0321           1.1356         4.34916        0.862658        0.794364        0.0461327   0.0471959   \n","\u001b[J     total [###############################################...] 95.39%\n","this epoch [##########################........................] 53.91%\n","     35400 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:19:46.992130.\n","\u001b[4A\u001b[J     total [###############################################...] 95.44%\n","this epoch [###########################.......................] 54.45%\n","     35420 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:19:33.142775.\n","\u001b[4A\u001b[J     total [###############################################...] 95.50%\n","this epoch [###########################.......................] 54.98%\n","     35440 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:19:19.268275.\n","\u001b[4A\u001b[J     total [###############################################...] 95.55%\n","this epoch [###########################.......................] 55.52%\n","     35460 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:19:05.393818.\n","\u001b[4A\u001b[J     total [###############################################...] 95.61%\n","this epoch [############################......................] 56.06%\n","     35480 iter, 9 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 0:18:51.381673.\n","\u001b[4A\u001b[J9           35500       23.5794           77.4931           1.1819         3.9344         0.908123        0.867387        0.0477076   0.0688032   \n","\u001b[J     total [###############################################...] 95.66%\n","this epoch [############################......................] 56.60%\n","     35500 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:18:37.613181.\n","\u001b[4A\u001b[J     total [###############################################...] 95.71%\n","this epoch [############################......................] 57.14%\n","     35520 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:18:23.773007.\n","\u001b[4A\u001b[J     total [###############################################...] 95.77%\n","this epoch [############################......................] 57.68%\n","     35540 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:18:09.898084.\n","\u001b[4A\u001b[J     total [###############################################...] 95.82%\n","this epoch [#############################.....................] 58.22%\n","     35560 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:17:56.028795.\n","\u001b[4A\u001b[J     total [###############################################...] 95.88%\n","this epoch [#############################.....................] 58.76%\n","     35580 iter, 9 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 0:17:42.023833.\n","\u001b[4A\u001b[J9           35600       20.4387           81.1995           1.02536        4.11507        0.913966        0.917239        0.0420971   0.0946354   \n","\u001b[J     total [###############################################...] 95.93%\n","this epoch [#############################.....................] 59.29%\n","     35600 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:17:28.250042.\n","\u001b[4A\u001b[J     total [###############################################...] 95.98%\n","this epoch [#############################.....................] 59.83%\n","     35620 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:17:14.401218.\n","\u001b[4A\u001b[J     total [################################################..] 96.04%\n","this epoch [##############################....................] 60.37%\n","     35640 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:17:00.528674.\n","\u001b[4A\u001b[J     total [################################################..] 96.09%\n","this epoch [##############################....................] 60.91%\n","     35660 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:16:46.658356.\n","\u001b[4A\u001b[J     total [################################################..] 96.14%\n","this epoch [##############################....................] 61.45%\n","     35680 iter, 9 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 0:16:32.665424.\n","\u001b[4A\u001b[J9           35700       25.2854           87.8346           1.26694        4.45144        0.958898        0.927553        0.0398957   0.0751674   \n","\u001b[J     total [################################################..] 96.20%\n","this epoch [##############################....................] 61.99%\n","     35700 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:16:18.890801.\n","\u001b[4A\u001b[J     total [################################################..] 96.25%\n","this epoch [###############################...................] 62.53%\n","     35720 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:16:05.043510.\n","\u001b[4A\u001b[J     total [################################################..] 96.31%\n","this epoch [###############################...................] 63.07%\n","     35740 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:15:51.169008.\n","\u001b[4A\u001b[J     total [################################################..] 96.36%\n","this epoch [###############################...................] 63.60%\n","     35760 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:15:37.295551.\n","\u001b[4A\u001b[J     total [################################################..] 96.41%\n","this epoch [################################..................] 64.14%\n","     35780 iter, 9 epoch / 10 epochs\n","    1.4416 iters/sec. Estimated time to finish: 0:15:23.309736.\n","\u001b[4A\u001b[J9           35800       24.5694           86.1866           1.23103        4.36208        0.937548        0.940682        0.0457415   0.0536655   \n","\u001b[J     total [################################################..] 96.47%\n","this epoch [################################..................] 64.68%\n","     35800 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:15:09.524378.\n","\u001b[4A\u001b[J     total [################################################..] 96.52%\n","this epoch [################################..................] 65.22%\n","     35820 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:14:55.678230.\n","\u001b[4A\u001b[J     total [################################################..] 96.58%\n","this epoch [################################..................] 65.76%\n","     35840 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:14:41.803483.\n","\u001b[4A\u001b[J     total [################################################..] 96.63%\n","this epoch [#################################.................] 66.30%\n","     35860 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:14:27.929697.\n","\u001b[4A\u001b[J     total [################################################..] 96.68%\n","this epoch [#################################.................] 66.84%\n","     35880 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:14:13.950471.\n","\u001b[4A\u001b[J9           35900       24.4863           83.464            1.22739        4.23425        0.949278        0.898472        0.0305469   0.0561021   \n","\u001b[J     total [################################################..] 96.74%\n","this epoch [#################################.................] 67.38%\n","     35900 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:14:00.157553.\n","\u001b[4A\u001b[J     total [################################################..] 96.79%\n","this epoch [#################################.................] 67.91%\n","     35920 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:13:46.305571.\n","\u001b[4A\u001b[J     total [################################################..] 96.85%\n","this epoch [##################################................] 68.45%\n","     35940 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:13:32.428228.\n","\u001b[4A\u001b[J     total [################################################..] 96.90%\n","this epoch [##################################................] 68.99%\n","     35960 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:13:18.553550.\n","\u001b[4A\u001b[J     total [################################################..] 96.95%\n","this epoch [##################################................] 69.53%\n","     35980 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:13:04.585132.\n","\u001b[4A\u001b[J9           36000       24.4973           86.8711           1.22942        4.38485        1.48787         0.920569        0.03196     0.52231     \n","\u001b[J     total [################################################..] 97.01%\n","this epoch [###################################...............] 70.07%\n","     36000 iter, 9 epoch / 10 epochs\n","    1.4437 iters/sec. Estimated time to finish: 0:12:49.536119.\n","\u001b[4A\u001b[J     total [################################################..] 97.06%\n","this epoch [###################################...............] 70.61%\n","     36020 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:12:36.925755.\n","\u001b[4A\u001b[J     total [################################################..] 97.11%\n","this epoch [###################################...............] 71.15%\n","     36040 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:12:23.047255.\n","\u001b[4A\u001b[J     total [################################################..] 97.17%\n","this epoch [###################################...............] 71.69%\n","     36060 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:12:09.172538.\n","\u001b[4A\u001b[J     total [################################################..] 97.22%\n","this epoch [####################################..............] 72.23%\n","     36080 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:11:55.211046.\n","\u001b[4A\u001b[J9           36100       24.2007           82.8151           1.21426        4.17904        0.884599        0.9206          0.0325129   0.0370072   \n","\u001b[J     total [################################################..] 97.28%\n","this epoch [####################################..............] 72.76%\n","     36100 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:11:41.408124.\n","\u001b[4A\u001b[J     total [################################################..] 97.33%\n","this epoch [####################################..............] 73.30%\n","     36120 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:11:27.552482.\n","\u001b[4A\u001b[J     total [################################################..] 97.38%\n","this epoch [####################################..............] 73.84%\n","     36140 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:11:13.675455.\n","\u001b[4A\u001b[J     total [################################################..] 97.44%\n","this epoch [#####################################.............] 74.38%\n","     36160 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:10:59.801286.\n","\u001b[4A\u001b[J     total [################################################..] 97.49%\n","this epoch [#####################################.............] 74.92%\n","     36180 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:10:45.849641.\n","\u001b[4A\u001b[J9           36200       24.4703           85.2426           1.22964        4.3036         0.851313        0.95373         0.0344124   0.0370567   \n","\u001b[J     total [################################################..] 97.55%\n","this epoch [#####################################.............] 75.46%\n","     36200 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:10:32.035866.\n","\u001b[4A\u001b[J     total [################################################..] 97.60%\n","this epoch [#####################################.............] 76.00%\n","     36220 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:10:18.176444.\n","\u001b[4A\u001b[J     total [################################################..] 97.65%\n","this epoch [######################################............] 76.54%\n","     36240 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:10:04.303825.\n","\u001b[4A\u001b[J     total [################################################..] 97.71%\n","this epoch [######################################............] 77.07%\n","     36260 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:09:50.432068.\n","\u001b[4A\u001b[J     total [################################################..] 97.76%\n","this epoch [######################################............] 77.61%\n","     36280 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:09:36.486528.\n","\u001b[4A\u001b[J9           36300       21.5813           83.1155           1.08239        4.20016        0.905091        0.958177        0.0347246   0.0229653   \n","\u001b[J     total [################################################..] 97.82%\n","this epoch [#######################################...........] 78.15%\n","     36300 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:09:22.666187.\n","\u001b[4A\u001b[J     total [################################################..] 97.87%\n","this epoch [#######################################...........] 78.69%\n","     36320 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:09:08.813182.\n","\u001b[4A\u001b[J     total [################################################..] 97.92%\n","this epoch [#######################################...........] 79.23%\n","     36340 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:08:54.937054.\n","\u001b[4A\u001b[J     total [################################################..] 97.98%\n","this epoch [#######################################...........] 79.77%\n","     36360 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:08:41.062039.\n","\u001b[4A\u001b[J     total [#################################################.] 98.03%\n","this epoch [########################################..........] 80.31%\n","     36380 iter, 9 epoch / 10 epochs\n","    1.4415 iters/sec. Estimated time to finish: 0:08:27.123361.\n","\u001b[4A\u001b[J9           36400       24.8902           83.5836           1.24805        4.22327        0.916759        0.972755        0.086854    0.0355983   \n","\u001b[J     total [#################################################.] 98.08%\n","this epoch [########################################..........] 80.85%\n","     36400 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:08:13.296923.\n","\u001b[4A\u001b[J     total [#################################################.] 98.14%\n","this epoch [########################################..........] 81.38%\n","     36420 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:07:59.433532.\n","\u001b[4A\u001b[J     total [#################################################.] 98.19%\n","this epoch [########################################..........] 81.92%\n","     36440 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:07:45.557483.\n","\u001b[4A\u001b[J     total [#################################################.] 98.25%\n","this epoch [#########################################.........] 82.46%\n","     36460 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:07:31.682728.\n","\u001b[4A\u001b[J     total [#################################################.] 98.30%\n","this epoch [#########################################.........] 83.00%\n","     36480 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:07:17.754193.\n","\u001b[4A\u001b[J9           36500       25.6638           81.5478           1.28555        4.13023        0.938582        0.951529        0.0808999   0.0217515   \n","\u001b[J     total [#################################################.] 98.35%\n","this epoch [#########################################.........] 83.54%\n","     36500 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:07:03.921862.\n","\u001b[4A\u001b[J     total [#################################################.] 98.41%\n","this epoch [##########################################........] 84.08%\n","     36520 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:06:50.058211.\n","\u001b[4A\u001b[J     total [#################################################.] 98.46%\n","this epoch [##########################################........] 84.62%\n","     36540 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:06:36.183496.\n","\u001b[4A\u001b[J     total [#################################################.] 98.52%\n","this epoch [##########################################........] 85.16%\n","     36560 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:06:22.308262.\n","\u001b[4A\u001b[J     total [#################################################.] 98.57%\n","this epoch [##########################################........] 85.70%\n","     36580 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:06:08.387585.\n","\u001b[4A\u001b[J9           36600       23.3517           85.5698           1.17035        4.3295         0.957989        0.963067        0.0580365   0.0416546   \n","\u001b[J     total [#################################################.] 98.62%\n","this epoch [###########################################.......] 86.23%\n","     36600 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:05:54.544442.\n","\u001b[4A\u001b[J     total [#################################################.] 98.68%\n","this epoch [###########################################.......] 86.77%\n","     36620 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:05:40.677069.\n","\u001b[4A\u001b[J     total [#################################################.] 98.73%\n","this epoch [###########################################.......] 87.31%\n","     36640 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:05:26.802125.\n","\u001b[4A\u001b[J     total [#################################################.] 98.79%\n","this epoch [###########################################.......] 87.85%\n","     36660 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:05:12.925377.\n","\u001b[4A\u001b[J     total [#################################################.] 98.84%\n","this epoch [############################################......] 88.39%\n","     36680 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:04:59.012145.\n","\u001b[4A\u001b[J9           36700       25.816            84.7884           1.29439        4.28808        0.988515        0.994365        0.0532838   0.0204337   \n","\u001b[J     total [#################################################.] 98.89%\n","this epoch [############################################......] 88.93%\n","     36700 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:04:45.164229.\n","\u001b[4A\u001b[J     total [#################################################.] 98.95%\n","this epoch [############################################......] 89.47%\n","     36720 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:04:31.295979.\n","\u001b[4A\u001b[J     total [#################################################.] 99.00%\n","this epoch [#############################################.....] 90.01%\n","     36740 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:04:17.419057.\n","\u001b[4A\u001b[J     total [#################################################.] 99.05%\n","this epoch [#############################################.....] 90.54%\n","     36760 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:04:03.542020.\n","\u001b[4A\u001b[J     total [#################################################.] 99.11%\n","this epoch [#############################################.....] 91.08%\n","     36780 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:03:49.637687.\n","\u001b[4A\u001b[J9           36800       22.4625           84.4034           1.1194         4.25465        0.940353        1.73496         1.17941     0.0442453   \n","\u001b[J     total [#################################################.] 99.16%\n","this epoch [#############################################.....] 91.62%\n","     36800 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:03:35.784275.\n","\u001b[4A\u001b[J     total [#################################################.] 99.22%\n","this epoch [##############################################....] 92.16%\n","     36820 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:03:21.913507.\n","\u001b[4A\u001b[J     total [#################################################.] 99.27%\n","this epoch [##############################################....] 92.70%\n","     36840 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:03:08.036839.\n","\u001b[4A\u001b[J     total [#################################################.] 99.32%\n","this epoch [##############################################....] 93.24%\n","     36860 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:02:54.160729.\n","\u001b[4A\u001b[J     total [#################################################.] 99.38%\n","this epoch [##############################################....] 93.78%\n","     36880 iter, 9 epoch / 10 epochs\n","    1.4414 iters/sec. Estimated time to finish: 0:02:40.264297.\n","\u001b[4A\u001b[J9           36900       24.5566           86.5844           1.22742        4.3612         0.951512        0.979461        0.307754    0.0207298   \n","\u001b[J     total [#################################################.] 99.43%\n","this epoch [###############################################...] 94.32%\n","     36900 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:02:26.402699.\n","\u001b[4A\u001b[J     total [#################################################.] 99.49%\n","this epoch [###############################################...] 94.85%\n","     36920 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:02:12.530426.\n","\u001b[4A\u001b[J     total [#################################################.] 99.54%\n","this epoch [###############################################...] 95.39%\n","     36940 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:01:58.653238.\n","\u001b[4A\u001b[J     total [#################################################.] 99.59%\n","this epoch [###############################################...] 95.93%\n","     36960 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:01:44.775766.\n","\u001b[4A\u001b[J     total [#################################################.] 99.65%\n","this epoch [################################################..] 96.47%\n","     36980 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:01:30.887486.\n","\u001b[4A\u001b[J9           37000       21.9348           81.3232           1.09898        4.10508        1.13901         0.816638        0.0471098   0.173848    \n","\u001b[J     total [#################################################.] 99.70%\n","this epoch [################################################..] 97.01%\n","     37000 iter, 9 epoch / 10 epochs\n","    1.4435 iters/sec. Estimated time to finish: 0:01:16.894343.\n","\u001b[4A\u001b[J     total [#################################################.] 99.75%\n","this epoch [################################################..] 97.55%\n","     37020 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:01:03.143756.\n","\u001b[4A\u001b[J     total [#################################################.] 99.81%\n","this epoch [#################################################.] 98.09%\n","     37040 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:00:49.266251.\n","\u001b[4A\u001b[J     total [#################################################.] 99.86%\n","this epoch [#################################################.] 98.63%\n","     37060 iter, 9 epoch / 10 epochs\n","    1.4411 iters/sec. Estimated time to finish: 0:00:35.388635.\n","\u001b[4A\u001b[J     total [#################################################.] 99.92%\n","this epoch [#################################################.] 99.16%\n","     37080 iter, 9 epoch / 10 epochs\n","    1.4413 iters/sec. Estimated time to finish: 0:00:21.508143.\n","\u001b[4A\u001b[J9           37100       24.1461           86.9526           1.20948        4.38302        0.93859         0.863584        0.0410239   0.0384404   \n","\u001b[J     total [#################################################.] 99.97%\n","this epoch [#################################################.] 99.70%\n","     37100 iter, 9 epoch / 10 epochs\n","    1.4412 iters/sec. Estimated time to finish: 0:00:07.632672.\n","\u001b[4AClipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n","\u001b[J"],"name":"stdout"}]}]}