diff --git a/docs/conf.py b/docs/conf.py index fee49c62..65eff1b7 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -40,7 +40,7 @@ # The short X.Y version version = '' # The full version, including alpha/beta/rc tags -release = '1.4.0' +release = '1.5.0' # -- General configuration --------------------------------------------------- diff --git a/notebooks/deep_ensemble.ipynb b/notebooks/deep_ensemble.ipynb index 3aa8be6c..79550a46 100644 --- a/notebooks/deep_ensemble.ipynb +++ b/notebooks/deep_ensemble.ipynb @@ -207,7 +207,7 @@ "output_type": "stream", "text": [ "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:03:23.225157Z [\u001b[32minfo ] Starting training dataset=512 epoch=10\n" + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:03:23.225157Z [\u001B[32minfo ] Starting training dataset=512 epoch=10\n" ] }, { @@ -224,1037 +224,1037 @@ "name": "stdout", "output_type": "stream", "text": [ - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:03:54.272799Z [\u001b[32minfo ] Training complete train_loss=0.8364141583442688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:03:54.272799Z [\u001B[32minfo ] Training complete train_loss=0.8364141583442688\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:03:54.281157Z [\u001b[32minfo ] Starting training dataset=512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:04:27.085055Z [\u001b[32minfo ] Training complete train_loss=0.8260515332221985\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:03:54.281157Z [\u001B[32minfo ] Starting training dataset=512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:04:27.085055Z [\u001B[32minfo ] Training complete train_loss=0.8260515332221985\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:04:27.092947Z [\u001b[32minfo ] Starting training dataset=512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:05:00.277956Z [\u001b[32minfo ] Training complete train_loss=0.8478720188140869\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:04:27.092947Z [\u001B[32minfo ] Starting training dataset=512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:05:00.277956Z [\u001B[32minfo ] Training complete train_loss=0.8478720188140869\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:05:00.286100Z [\u001b[32minfo ] Starting training dataset=512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:05:33.876247Z [\u001b[32minfo ] Training complete train_loss=0.8530490398406982\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:05:00.286100Z [\u001B[32minfo ] Starting training dataset=512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:05:33.876247Z [\u001B[32minfo ] Training complete train_loss=0.8530490398406982\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:05:33.890366Z [\u001b[32minfo ] Starting training dataset=512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:06:08.077229Z [\u001b[32minfo ] Training complete train_loss=0.8666098117828369\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:06:08.084093Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:06:22.489413Z [\u001b[32minfo ] Evaluation complete test_loss=1.082019567489624\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:06:22.498875Z [\u001b[32minfo ] Start Predict dataset=49488\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:05:33.890366Z [\u001B[32minfo ] Starting training dataset=512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:06:08.077229Z [\u001B[32minfo ] Training complete train_loss=0.8666098117828369\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:06:08.084093Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:06:22.489413Z [\u001B[32minfo ] Evaluation complete test_loss=1.082019567489624\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:06:22.498875Z [\u001B[32minfo ] Start Predict dataset=49488\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:23:19.746892Z [\u001b[32minfo ] Starting training dataset=612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:23:49.982128Z [\u001b[32minfo ] Training complete train_loss=0.8243563771247864\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:23:19.746892Z [\u001B[32minfo ] Starting training dataset=612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:23:49.982128Z [\u001B[32minfo ] Training complete train_loss=0.8243563771247864\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:23:49.989835Z [\u001b[32minfo ] Starting training dataset=612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:24:21.172522Z [\u001b[32minfo ] Training complete train_loss=0.9930000305175781\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:23:49.989835Z [\u001B[32minfo ] Starting training dataset=612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:24:21.172522Z [\u001B[32minfo ] Training complete train_loss=0.9930000305175781\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:24:21.180164Z [\u001b[32minfo ] Starting training dataset=612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:24:54.582503Z [\u001b[32minfo ] Training complete train_loss=0.9522870779037476\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:24:21.180164Z [\u001B[32minfo ] Starting training dataset=612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:24:54.582503Z [\u001B[32minfo ] Training complete train_loss=0.9522870779037476\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:24:54.590289Z [\u001b[32minfo ] Starting training dataset=612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:25:27.677519Z [\u001b[32minfo ] Training complete train_loss=1.0974868535995483\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:24:54.590289Z [\u001B[32minfo ] Starting training dataset=612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:25:27.677519Z [\u001B[32minfo ] Training complete train_loss=1.0974868535995483\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:25:27.684730Z [\u001b[32minfo ] Starting training dataset=612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:26:00.088513Z [\u001b[32minfo ] Training complete train_loss=1.154961109161377\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:26:00.169698Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:26:13.881201Z [\u001b[32minfo ] Evaluation complete test_loss=1.050412893295288\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:26:13.888829Z [\u001b[32minfo ] Start Predict dataset=49388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:25:27.684730Z [\u001B[32minfo ] Starting training dataset=612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:26:00.088513Z [\u001B[32minfo ] Training complete train_loss=1.154961109161377\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:26:00.169698Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:26:13.881201Z [\u001B[32minfo ] Evaluation complete test_loss=1.050412893295288\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:26:13.888829Z [\u001B[32minfo ] Start Predict dataset=49388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:43:24.920358Z [\u001b[32minfo ] Starting training dataset=712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:43:57.485136Z [\u001b[32minfo ] Training complete train_loss=0.932747483253479\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:43:24.920358Z [\u001B[32minfo ] Starting training dataset=712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:43:57.485136Z [\u001B[32minfo ] Training complete train_loss=0.932747483253479\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:43:57.492869Z [\u001b[32minfo ] Starting training dataset=712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:44:30.077726Z [\u001b[32minfo ] Training complete train_loss=0.918374240398407\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:43:57.492869Z [\u001B[32minfo ] Starting training dataset=712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:44:30.077726Z [\u001B[32minfo ] Training complete train_loss=0.918374240398407\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:44:30.085204Z [\u001b[32minfo ] Starting training dataset=712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:45:02.867968Z [\u001b[32minfo ] Training complete train_loss=0.9606548547744751\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:44:30.085204Z [\u001B[32minfo ] Starting training dataset=712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:45:02.867968Z [\u001B[32minfo ] Training complete train_loss=0.9606548547744751\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:45:02.875076Z [\u001b[32minfo ] Starting training dataset=712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:45:35.279739Z [\u001b[32minfo ] Training complete train_loss=1.016992211341858\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:45:02.875076Z [\u001B[32minfo ] Starting training dataset=712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:45:35.279739Z [\u001B[32minfo ] Training complete train_loss=1.016992211341858\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:45:35.287374Z [\u001b[32minfo ] Starting training dataset=712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:46:07.184076Z [\u001b[32minfo ] Training complete train_loss=0.9882396459579468\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:46:07.189735Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:46:20.788120Z [\u001b[32minfo ] Evaluation complete test_loss=1.0184006690979004\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:46:20.795889Z [\u001b[32minfo ] Start Predict dataset=49288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T15:45:35.287374Z [\u001B[32minfo ] Starting training dataset=712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T15:46:07.184076Z [\u001B[32minfo ] Training complete train_loss=0.9882396459579468\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T15:46:07.189735Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T15:46:20.788120Z [\u001B[32minfo ] Evaluation complete test_loss=1.0184006690979004\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T15:46:20.795889Z [\u001B[32minfo ] Start Predict dataset=49288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:03:30.744977Z [\u001b[32minfo ] Starting training dataset=812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:04:04.781179Z [\u001b[32minfo ] Training complete train_loss=0.9256729483604431\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:03:30.744977Z [\u001B[32minfo ] Starting training dataset=812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:04:04.781179Z [\u001B[32minfo ] Training complete train_loss=0.9256729483604431\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:04:04.788756Z [\u001b[32minfo ] Starting training dataset=812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:04:38.886644Z [\u001b[32minfo ] Training complete train_loss=0.8962534666061401\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:04:04.788756Z [\u001B[32minfo ] Starting training dataset=812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:04:38.886644Z [\u001B[32minfo ] Training complete train_loss=0.8962534666061401\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:04:38.894324Z [\u001b[32minfo ] Starting training dataset=812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:05:12.584859Z [\u001b[32minfo ] Training complete train_loss=1.099798560142517\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:04:38.894324Z [\u001B[32minfo ] Starting training dataset=812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:05:12.584859Z [\u001B[32minfo ] Training complete train_loss=1.099798560142517\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:05:12.592090Z [\u001b[32minfo ] Starting training dataset=812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:05:46.968839Z [\u001b[32minfo ] Training complete train_loss=0.9000493288040161\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:05:12.592090Z [\u001B[32minfo ] Starting training dataset=812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:05:46.968839Z [\u001B[32minfo ] Training complete train_loss=0.9000493288040161\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:05:46.976785Z [\u001b[32minfo ] Starting training dataset=812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:06:20.685078Z [\u001b[32minfo ] Training complete train_loss=0.9171968698501587\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:06:20.690647Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:06:34.579119Z [\u001b[32minfo ] Evaluation complete test_loss=0.9765419960021973\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:06:34.586519Z [\u001b[32minfo ] Start Predict dataset=49188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:05:46.976785Z [\u001B[32minfo ] Starting training dataset=812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:06:20.685078Z [\u001B[32minfo ] Training complete train_loss=0.9171968698501587\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:06:20.690647Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:06:34.579119Z [\u001B[32minfo ] Evaluation complete test_loss=0.9765419960021973\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:06:34.586519Z [\u001B[32minfo ] Start Predict dataset=49188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:23:45.107789Z [\u001b[32minfo ] Starting training dataset=912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:24:20.079465Z [\u001b[32minfo ] Training complete train_loss=0.8302789926528931\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:23:45.107789Z [\u001B[32minfo ] Starting training dataset=912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:24:20.079465Z [\u001B[32minfo ] Training complete train_loss=0.8302789926528931\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:24:20.086495Z [\u001b[32minfo ] Starting training dataset=912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:24:54.285867Z [\u001b[32minfo ] Training complete train_loss=0.9873713254928589\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:24:20.086495Z [\u001B[32minfo ] Starting training dataset=912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:24:54.285867Z [\u001B[32minfo ] Training complete train_loss=0.9873713254928589\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:24:54.295280Z [\u001b[32minfo ] Starting training dataset=912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:25:28.584150Z [\u001b[32minfo ] Training complete train_loss=0.8690028786659241\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:24:54.295280Z [\u001B[32minfo ] Starting training dataset=912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:25:28.584150Z [\u001B[32minfo ] Training complete train_loss=0.8690028786659241\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:25:28.591403Z [\u001b[32minfo ] Starting training dataset=912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:26:02.984630Z [\u001b[32minfo ] Training complete train_loss=0.9912691712379456\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:25:28.591403Z [\u001B[32minfo ] Starting training dataset=912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:26:02.984630Z [\u001B[32minfo ] Training complete train_loss=0.9912691712379456\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:26:02.991666Z [\u001b[32minfo ] Starting training dataset=912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:26:37.672282Z [\u001b[32minfo ] Training complete train_loss=0.9958629012107849\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:26:37.677315Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:26:51.273046Z [\u001b[32minfo ] Evaluation complete test_loss=0.9095031023025513\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:26:51.281388Z [\u001b[32minfo ] Start Predict dataset=49088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:26:02.991666Z [\u001B[32minfo ] Starting training dataset=912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:26:37.672282Z [\u001B[32minfo ] Training complete train_loss=0.9958629012107849\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:26:37.677315Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:26:51.273046Z [\u001B[32minfo ] Evaluation complete test_loss=0.9095031023025513\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:26:51.281388Z [\u001B[32minfo ] Start Predict dataset=49088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:43:41.295745Z [\u001b[32minfo ] Starting training dataset=1012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:44:16.976296Z [\u001b[32minfo ] Training complete train_loss=0.9254322052001953\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:43:41.295745Z [\u001B[32minfo ] Starting training dataset=1012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:44:16.976296Z [\u001B[32minfo ] Training complete train_loss=0.9254322052001953\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:44:16.983815Z [\u001b[32minfo ] Starting training dataset=1012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:44:52.478948Z [\u001b[32minfo ] Training complete train_loss=1.0186196565628052\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:44:16.983815Z [\u001B[32minfo ] Starting training dataset=1012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:44:52.478948Z [\u001B[32minfo ] Training complete train_loss=1.0186196565628052\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:44:52.485844Z [\u001b[32minfo ] Starting training dataset=1012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:45:27.668294Z [\u001b[32minfo ] Training complete train_loss=0.9414865970611572\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:44:52.485844Z [\u001B[32minfo ] Starting training dataset=1012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:45:27.668294Z [\u001B[32minfo ] Training complete train_loss=0.9414865970611572\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:45:27.675891Z [\u001b[32minfo ] Starting training dataset=1012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:46:03.285576Z [\u001b[32minfo ] Training complete train_loss=0.9331195950508118\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:45:27.675891Z [\u001B[32minfo ] Starting training dataset=1012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:46:03.285576Z [\u001B[32minfo ] Training complete train_loss=0.9331195950508118\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:46:03.292214Z [\u001b[32minfo ] Starting training dataset=1012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:46:39.089283Z [\u001b[32minfo ] Training complete train_loss=1.0527617931365967\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:46:39.165706Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:46:52.691071Z [\u001b[32minfo ] Evaluation complete test_loss=0.9129394888877869\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:46:52.769545Z [\u001b[32minfo ] Start Predict dataset=48988\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T16:46:03.292214Z [\u001B[32minfo ] Starting training dataset=1012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T16:46:39.089283Z [\u001B[32minfo ] Training complete train_loss=1.0527617931365967\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T16:46:39.165706Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T16:46:52.691071Z [\u001B[32minfo ] Evaluation complete test_loss=0.9129394888877869\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T16:46:52.769545Z [\u001B[32minfo ] Start Predict dataset=48988\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:03:22.458586Z [\u001b[32minfo ] Starting training dataset=1112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:03:59.079071Z [\u001b[32minfo ] Training complete train_loss=0.9513149857521057\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:03:22.458586Z [\u001B[32minfo ] Starting training dataset=1112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:03:59.079071Z [\u001B[32minfo ] Training complete train_loss=0.9513149857521057\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:03:59.085982Z [\u001b[32minfo ] Starting training dataset=1112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:04:35.268902Z [\u001b[32minfo ] Training complete train_loss=1.043251633644104\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:03:59.085982Z [\u001B[32minfo ] Starting training dataset=1112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:04:35.268902Z [\u001B[32minfo ] Training complete train_loss=1.043251633644104\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:04:35.276104Z [\u001b[32minfo ] Starting training dataset=1112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:05:11.276178Z [\u001b[32minfo ] Training complete train_loss=0.911968469619751\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:04:35.276104Z [\u001B[32minfo ] Starting training dataset=1112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:05:11.276178Z [\u001B[32minfo ] Training complete train_loss=0.911968469619751\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:05:11.283077Z [\u001b[32minfo ] Starting training dataset=1112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:05:47.967951Z [\u001b[32minfo ] Training complete train_loss=0.9133453369140625\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:05:11.283077Z [\u001B[32minfo ] Starting training dataset=1112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:05:47.967951Z [\u001B[32minfo ] Training complete train_loss=0.9133453369140625\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:05:47.975760Z [\u001b[32minfo ] Starting training dataset=1112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:06:23.978351Z [\u001b[32minfo ] Training complete train_loss=0.9577516913414001\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:06:23.983301Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:06:36.879626Z [\u001b[32minfo ] Evaluation complete test_loss=0.8657751083374023\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:06:36.886557Z [\u001b[32minfo ] Start Predict dataset=48888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:05:47.975760Z [\u001B[32minfo ] Starting training dataset=1112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:06:23.978351Z [\u001B[32minfo ] Training complete train_loss=0.9577516913414001\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:06:23.983301Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:06:36.879626Z [\u001B[32minfo ] Evaluation complete test_loss=0.8657751083374023\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:06:36.886557Z [\u001B[32minfo ] Start Predict dataset=48888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:23:02.721417Z [\u001b[32minfo ] Starting training dataset=1212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:23:39.677137Z [\u001b[32minfo ] Training complete train_loss=1.0441893339157104\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:23:02.721417Z [\u001B[32minfo ] Starting training dataset=1212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:23:39.677137Z [\u001B[32minfo ] Training complete train_loss=1.0441893339157104\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:23:39.685051Z [\u001b[32minfo ] Starting training dataset=1212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:24:16.871166Z [\u001b[32minfo ] Training complete train_loss=0.929194986820221\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:23:39.685051Z [\u001B[32minfo ] Starting training dataset=1212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:24:16.871166Z [\u001B[32minfo ] Training complete train_loss=0.929194986820221\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:24:16.881245Z [\u001b[32minfo ] Starting training dataset=1212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:24:54.368581Z [\u001b[32minfo ] Training complete train_loss=1.0284929275512695\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:24:16.881245Z [\u001B[32minfo ] Starting training dataset=1212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:24:54.368581Z [\u001B[32minfo ] Training complete train_loss=1.0284929275512695\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:24:54.375269Z [\u001b[32minfo ] Starting training dataset=1212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:25:31.480339Z [\u001b[32minfo ] Training complete train_loss=0.9321802854537964\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:24:54.375269Z [\u001B[32minfo ] Starting training dataset=1212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:25:31.480339Z [\u001B[32minfo ] Training complete train_loss=0.9321802854537964\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:25:31.487068Z [\u001b[32minfo ] Starting training dataset=1212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:26:09.074131Z [\u001b[32minfo ] Training complete train_loss=0.973421573638916\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:26:09.080513Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:26:22.782218Z [\u001b[32minfo ] Evaluation complete test_loss=0.8525174260139465\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:26:22.793393Z [\u001b[32minfo ] Start Predict dataset=48788\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:25:31.487068Z [\u001B[32minfo ] Starting training dataset=1212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:26:09.074131Z [\u001B[32minfo ] Training complete train_loss=0.973421573638916\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:26:09.080513Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:26:22.782218Z [\u001B[32minfo ] Evaluation complete test_loss=0.8525174260139465\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:26:22.793393Z [\u001B[32minfo ] Start Predict dataset=48788\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:42:46.221663Z [\u001b[32minfo ] Starting training dataset=1312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:43:24.664875Z [\u001b[32minfo ] Training complete train_loss=0.9666503071784973\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:42:46.221663Z [\u001B[32minfo ] Starting training dataset=1312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:43:24.664875Z [\u001B[32minfo ] Training complete train_loss=0.9666503071784973\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:43:24.672229Z [\u001b[32minfo ] Starting training dataset=1312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:44:03.190809Z [\u001b[32minfo ] Training complete train_loss=1.002950668334961\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:43:24.672229Z [\u001B[32minfo ] Starting training dataset=1312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:44:03.190809Z [\u001B[32minfo ] Training complete train_loss=1.002950668334961\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:44:03.269028Z [\u001b[32minfo ] Starting training dataset=1312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:44:41.075336Z [\u001b[32minfo ] Training complete train_loss=0.9888299107551575\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:44:03.269028Z [\u001B[32minfo ] Starting training dataset=1312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:44:41.075336Z [\u001B[32minfo ] Training complete train_loss=0.9888299107551575\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:44:41.082244Z [\u001b[32minfo ] Starting training dataset=1312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:45:19.077166Z [\u001b[32minfo ] Training complete train_loss=0.97415691614151\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:44:41.082244Z [\u001B[32minfo ] Starting training dataset=1312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:45:19.077166Z [\u001B[32minfo ] Training complete train_loss=0.97415691614151\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:45:19.084448Z [\u001b[32minfo ] Starting training dataset=1312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:45:57.374593Z [\u001b[32minfo ] Training complete train_loss=1.0200046300888062\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:45:57.380081Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:46:10.685676Z [\u001b[32minfo ] Evaluation complete test_loss=0.8271186947822571\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:46:10.693032Z [\u001b[32minfo ] Start Predict dataset=48688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T17:45:19.084448Z [\u001B[32minfo ] Starting training dataset=1312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T17:45:57.374593Z [\u001B[32minfo ] Training complete train_loss=1.0200046300888062\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T17:45:57.380081Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T17:46:10.685676Z [\u001B[32minfo ] Evaluation complete test_loss=0.8271186947822571\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T17:46:10.693032Z [\u001B[32minfo ] Start Predict dataset=48688\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:02:32.635236Z [\u001b[32minfo ] Starting training dataset=1412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:03:12.272650Z [\u001b[32minfo ] Training complete train_loss=1.075010895729065\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:02:32.635236Z [\u001B[32minfo ] Starting training dataset=1412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:03:12.272650Z [\u001B[32minfo ] Training complete train_loss=1.075010895729065\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:03:12.280246Z [\u001b[32minfo ] Starting training dataset=1412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:03:52.190764Z [\u001b[32minfo ] Training complete train_loss=0.992854654788971\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:03:12.280246Z [\u001B[32minfo ] Starting training dataset=1412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:03:52.190764Z [\u001B[32minfo ] Training complete train_loss=0.992854654788971\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:03:52.198475Z [\u001b[32minfo ] Starting training dataset=1412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:04:32.369968Z [\u001b[32minfo ] Training complete train_loss=1.0081067085266113\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:03:52.198475Z [\u001B[32minfo ] Starting training dataset=1412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:04:32.369968Z [\u001B[32minfo ] Training complete train_loss=1.0081067085266113\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:04:32.376590Z [\u001b[32minfo ] Starting training dataset=1412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:05:12.665417Z [\u001b[32minfo ] Training complete train_loss=0.9663589596748352\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:04:32.376590Z [\u001B[32minfo ] Starting training dataset=1412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:05:12.665417Z [\u001B[32minfo ] Training complete train_loss=0.9663589596748352\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:05:12.672271Z [\u001b[32minfo ] Starting training dataset=1412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:05:52.280446Z [\u001b[32minfo ] Training complete train_loss=1.04006028175354\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:05:52.285840Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:06:05.572855Z [\u001b[32minfo ] Evaluation complete test_loss=0.804664671421051\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:06:05.580908Z [\u001b[32minfo ] Start Predict dataset=48588\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:05:12.672271Z [\u001B[32minfo ] Starting training dataset=1412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:05:52.280446Z [\u001B[32minfo ] Training complete train_loss=1.04006028175354\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:05:52.285840Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:06:05.572855Z [\u001B[32minfo ] Evaluation complete test_loss=0.804664671421051\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:06:05.580908Z [\u001B[32minfo ] Start Predict dataset=48588\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:22:25.401360Z [\u001b[32minfo ] Starting training dataset=1512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:23:06.483224Z [\u001b[32minfo ] Training complete train_loss=0.9277119040489197\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:22:25.401360Z [\u001B[32minfo ] Starting training dataset=1512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:23:06.483224Z [\u001B[32minfo ] Training complete train_loss=0.9277119040489197\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:23:06.491979Z [\u001b[32minfo ] Starting training dataset=1512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:23:48.188278Z [\u001b[32minfo ] Training complete train_loss=1.0428746938705444\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:23:06.491979Z [\u001B[32minfo ] Starting training dataset=1512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:23:48.188278Z [\u001B[32minfo ] Training complete train_loss=1.0428746938705444\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:23:48.267931Z [\u001b[32minfo ] Starting training dataset=1512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:24:30.874456Z [\u001b[32minfo ] Training complete train_loss=0.9510531425476074\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:23:48.267931Z [\u001B[32minfo ] Starting training dataset=1512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:24:30.874456Z [\u001B[32minfo ] Training complete train_loss=0.9510531425476074\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:24:30.881489Z [\u001b[32minfo ] Starting training dataset=1512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:25:12.688178Z [\u001b[32minfo ] Training complete train_loss=0.9416515827178955\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:24:30.881489Z [\u001B[32minfo ] Starting training dataset=1512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:25:12.688178Z [\u001B[32minfo ] Training complete train_loss=0.9416515827178955\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:25:12.766617Z [\u001b[32minfo ] Starting training dataset=1512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:25:53.775859Z [\u001b[32minfo ] Training complete train_loss=0.9402214884757996\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:25:53.780544Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:26:06.993932Z [\u001b[32minfo ] Evaluation complete test_loss=0.7674832940101624\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:26:07.068616Z [\u001b[32minfo ] Start Predict dataset=48488\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:25:12.766617Z [\u001B[32minfo ] Starting training dataset=1512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:25:53.775859Z [\u001B[32minfo ] Training complete train_loss=0.9402214884757996\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:25:53.780544Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:26:06.993932Z [\u001B[32minfo ] Evaluation complete test_loss=0.7674832940101624\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:26:07.068616Z [\u001B[32minfo ] Start Predict dataset=48488\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:42:29.514702Z [\u001b[32minfo ] Starting training dataset=1612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:43:12.192095Z [\u001b[32minfo ] Training complete train_loss=1.028326153755188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:42:29.514702Z [\u001B[32minfo ] Starting training dataset=1612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:43:12.192095Z [\u001B[32minfo ] Training complete train_loss=1.028326153755188\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:43:12.266413Z [\u001b[32minfo ] Starting training dataset=1612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:43:53.779097Z [\u001b[32minfo ] Training complete train_loss=0.9863273501396179\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:43:12.266413Z [\u001B[32minfo ] Starting training dataset=1612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:43:53.779097Z [\u001B[32minfo ] Training complete train_loss=0.9863273501396179\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:43:53.786243Z [\u001b[32minfo ] Starting training dataset=1612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:44:36.290856Z [\u001b[32minfo ] Training complete train_loss=0.9068755507469177\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:43:53.786243Z [\u001B[32minfo ] Starting training dataset=1612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:44:36.290856Z [\u001B[32minfo ] Training complete train_loss=0.9068755507469177\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:44:36.366920Z [\u001b[32minfo ] Starting training dataset=1612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:45:18.870138Z [\u001b[32minfo ] Training complete train_loss=1.023092269897461\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:44:36.366920Z [\u001B[32minfo ] Starting training dataset=1612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:45:18.870138Z [\u001B[32minfo ] Training complete train_loss=1.023092269897461\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:45:18.877238Z [\u001b[32minfo ] Starting training dataset=1612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:46:00.383976Z [\u001b[32minfo ] Training complete train_loss=0.965911328792572\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:46:00.388895Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:46:13.684169Z [\u001b[32minfo ] Evaluation complete test_loss=0.7569476962089539\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:46:13.691282Z [\u001b[32minfo ] Start Predict dataset=48388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T18:45:18.877238Z [\u001B[32minfo ] Starting training dataset=1612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T18:46:00.383976Z [\u001B[32minfo ] Training complete train_loss=0.965911328792572\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T18:46:00.388895Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T18:46:13.684169Z [\u001B[32minfo ] Evaluation complete test_loss=0.7569476962089539\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T18:46:13.691282Z [\u001B[32minfo ] Start Predict dataset=48388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:02:30.984315Z [\u001b[32minfo ] Starting training dataset=1712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:03:15.674997Z [\u001b[32minfo ] Training complete train_loss=0.9350682497024536\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:02:30.984315Z [\u001B[32minfo ] Starting training dataset=1712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:03:15.674997Z [\u001B[32minfo ] Training complete train_loss=0.9350682497024536\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:03:15.681606Z [\u001b[32minfo ] Starting training dataset=1712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:03:58.887455Z [\u001b[32minfo ] Training complete train_loss=0.9201800227165222\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:03:15.681606Z [\u001B[32minfo ] Starting training dataset=1712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:03:58.887455Z [\u001B[32minfo ] Training complete train_loss=0.9201800227165222\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:03:58.894480Z [\u001b[32minfo ] Starting training dataset=1712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:04:41.578060Z [\u001b[32minfo ] Training complete train_loss=0.905670166015625\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:03:58.894480Z [\u001B[32minfo ] Starting training dataset=1712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:04:41.578060Z [\u001B[32minfo ] Training complete train_loss=0.905670166015625\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:04:41.585305Z [\u001b[32minfo ] Starting training dataset=1712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:05:24.475178Z [\u001b[32minfo ] Training complete train_loss=0.9620814323425293\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:04:41.585305Z [\u001B[32minfo ] Starting training dataset=1712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:05:24.475178Z [\u001B[32minfo ] Training complete train_loss=0.9620814323425293\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:05:24.482448Z [\u001b[32minfo ] Starting training dataset=1712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:06:07.490241Z [\u001b[32minfo ] Training complete train_loss=0.9224438071250916\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:06:07.570348Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:06:20.696662Z [\u001b[32minfo ] Evaluation complete test_loss=0.7361646890640259\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:06:20.771211Z [\u001b[32minfo ] Start Predict dataset=48288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:05:24.482448Z [\u001B[32minfo ] Starting training dataset=1712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:06:07.490241Z [\u001B[32minfo ] Training complete train_loss=0.9224438071250916\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:06:07.570348Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:06:20.696662Z [\u001B[32minfo ] Evaluation complete test_loss=0.7361646890640259\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:06:20.771211Z [\u001B[32minfo ] Start Predict dataset=48288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:22:41.163738Z [\u001b[32minfo ] Starting training dataset=1812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:23:25.570368Z [\u001b[32minfo ] Training complete train_loss=0.9820511937141418\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:22:41.163738Z [\u001B[32minfo ] Starting training dataset=1812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:23:25.570368Z [\u001B[32minfo ] Training complete train_loss=0.9820511937141418\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:23:25.579157Z [\u001b[32minfo ] Starting training dataset=1812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:24:10.075295Z [\u001b[32minfo ] Training complete train_loss=0.9375017881393433\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:23:25.579157Z [\u001B[32minfo ] Starting training dataset=1812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:24:10.075295Z [\u001B[32minfo ] Training complete train_loss=0.9375017881393433\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:24:10.083318Z [\u001b[32minfo ] Starting training dataset=1812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:24:54.880439Z [\u001b[32minfo ] Training complete train_loss=0.9257637858390808\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:24:10.083318Z [\u001B[32minfo ] Starting training dataset=1812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:24:54.880439Z [\u001B[32minfo ] Training complete train_loss=0.9257637858390808\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:24:54.888091Z [\u001b[32minfo ] Starting training dataset=1812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:25:39.078416Z [\u001b[32minfo ] Training complete train_loss=0.9971398711204529\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:24:54.888091Z [\u001B[32minfo ] Starting training dataset=1812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:25:39.078416Z [\u001B[32minfo ] Training complete train_loss=0.9971398711204529\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:25:39.086671Z [\u001b[32minfo ] Starting training dataset=1812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:26:23.472168Z [\u001b[32minfo ] Training complete train_loss=1.013749599456787\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:26:23.476976Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:26:36.574364Z [\u001b[32minfo ] Evaluation complete test_loss=0.756501317024231\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:26:36.581478Z [\u001b[32minfo ] Start Predict dataset=48188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:25:39.086671Z [\u001B[32minfo ] Starting training dataset=1812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:26:23.472168Z [\u001B[32minfo ] Training complete train_loss=1.013749599456787\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:26:23.476976Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:26:36.574364Z [\u001B[32minfo ] Evaluation complete test_loss=0.756501317024231\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:26:36.581478Z [\u001B[32minfo ] Start Predict dataset=48188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:43:22.766592Z [\u001b[32minfo ] Starting training dataset=1912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:44:11.265697Z [\u001b[32minfo ] Training complete train_loss=0.9557903409004211\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:43:22.766592Z [\u001B[32minfo ] Starting training dataset=1912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:44:11.265697Z [\u001B[32minfo ] Training complete train_loss=0.9557903409004211\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:44:11.274063Z [\u001b[32minfo ] Starting training dataset=1912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:44:59.982236Z [\u001b[32minfo ] Training complete train_loss=0.9173471927642822\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:44:11.274063Z [\u001B[32minfo ] Starting training dataset=1912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:44:59.982236Z [\u001B[32minfo ] Training complete train_loss=0.9173471927642822\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:44:59.989619Z [\u001b[32minfo ] Starting training dataset=1912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:45:48.168328Z [\u001b[32minfo ] Training complete train_loss=1.0321499109268188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:44:59.989619Z [\u001B[32minfo ] Starting training dataset=1912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:45:48.168328Z [\u001B[32minfo ] Training complete train_loss=1.0321499109268188\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:45:48.176667Z [\u001b[32minfo ] Starting training dataset=1912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:46:35.773009Z [\u001b[32minfo ] Training complete train_loss=0.9191875457763672\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:45:48.176667Z [\u001B[32minfo ] Starting training dataset=1912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:46:35.773009Z [\u001B[32minfo ] Training complete train_loss=0.9191875457763672\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:46:35.781286Z [\u001b[32minfo ] Starting training dataset=1912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:47:22.576191Z [\u001b[32minfo ] Training complete train_loss=0.9246641397476196\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:47:22.581554Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:47:36.582237Z [\u001b[32minfo ] Evaluation complete test_loss=0.7167291045188904\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:47:36.589409Z [\u001b[32minfo ] Start Predict dataset=48088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T19:46:35.781286Z [\u001B[32minfo ] Starting training dataset=1912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T19:47:22.576191Z [\u001B[32minfo ] Training complete train_loss=0.9246641397476196\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T19:47:22.581554Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T19:47:36.582237Z [\u001B[32minfo ] Evaluation complete test_loss=0.7167291045188904\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T19:47:36.589409Z [\u001B[32minfo ] Start Predict dataset=48088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:04:31.552071Z [\u001b[32minfo ] Starting training dataset=2012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:05:20.382208Z [\u001b[32minfo ] Training complete train_loss=0.9722501039505005\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:04:31.552071Z [\u001B[32minfo ] Starting training dataset=2012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:05:20.382208Z [\u001B[32minfo ] Training complete train_loss=0.9722501039505005\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:05:20.390139Z [\u001b[32minfo ] Starting training dataset=2012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:06:09.175924Z [\u001b[32minfo ] Training complete train_loss=0.9446245431900024\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:05:20.390139Z [\u001B[32minfo ] Starting training dataset=2012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:06:09.175924Z [\u001B[32minfo ] Training complete train_loss=0.9446245431900024\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:06:09.183759Z [\u001b[32minfo ] Starting training dataset=2012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:06:58.075425Z [\u001b[32minfo ] Training complete train_loss=0.9757698774337769\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:06:09.183759Z [\u001B[32minfo ] Starting training dataset=2012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:06:58.075425Z [\u001B[32minfo ] Training complete train_loss=0.9757698774337769\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:06:58.083521Z [\u001b[32minfo ] Starting training dataset=2012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:07:46.880669Z [\u001b[32minfo ] Training complete train_loss=0.9409571886062622\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:06:58.083521Z [\u001B[32minfo ] Starting training dataset=2012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:07:46.880669Z [\u001B[32minfo ] Training complete train_loss=0.9409571886062622\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:07:46.888642Z [\u001b[32minfo ] Starting training dataset=2012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:08:34.876303Z [\u001b[32minfo ] Training complete train_loss=0.9852419495582581\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:08:34.881729Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:08:48.985392Z [\u001b[32minfo ] Evaluation complete test_loss=0.723760724067688\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:08:48.992518Z [\u001b[32minfo ] Start Predict dataset=47988\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:07:46.888642Z [\u001B[32minfo ] Starting training dataset=2012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:08:34.876303Z [\u001B[32minfo ] Training complete train_loss=0.9852419495582581\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:08:34.881729Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:08:48.985392Z [\u001B[32minfo ] Evaluation complete test_loss=0.723760724067688\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:08:48.992518Z [\u001B[32minfo ] Start Predict dataset=47988\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:25:34.747891Z [\u001b[32minfo ] Starting training dataset=2112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:26:23.872387Z [\u001b[32minfo ] Training complete train_loss=0.9171951413154602\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:25:34.747891Z [\u001B[32minfo ] Starting training dataset=2112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:26:23.872387Z [\u001B[32minfo ] Training complete train_loss=0.9171951413154602\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:26:23.880777Z [\u001b[32minfo ] Starting training dataset=2112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:27:13.165485Z [\u001b[32minfo ] Training complete train_loss=0.9799726009368896\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:26:23.880777Z [\u001B[32minfo ] Starting training dataset=2112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:27:13.165485Z [\u001B[32minfo ] Training complete train_loss=0.9799726009368896\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:27:13.173679Z [\u001b[32minfo ] Starting training dataset=2112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:28:03.283328Z [\u001b[32minfo ] Training complete train_loss=0.9386671185493469\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:27:13.173679Z [\u001B[32minfo ] Starting training dataset=2112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:28:03.283328Z [\u001B[32minfo ] Training complete train_loss=0.9386671185493469\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:28:03.290982Z [\u001b[32minfo ] Starting training dataset=2112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:28:52.777442Z [\u001b[32minfo ] Training complete train_loss=0.978201687335968\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:28:03.290982Z [\u001B[32minfo ] Starting training dataset=2112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:28:52.777442Z [\u001B[32minfo ] Training complete train_loss=0.978201687335968\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:28:52.784738Z [\u001b[32minfo ] Starting training dataset=2112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:29:42.877656Z [\u001b[32minfo ] Training complete train_loss=0.9618527293205261\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:29:42.883872Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:29:57.578619Z [\u001b[32minfo ] Evaluation complete test_loss=0.7093442678451538\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:29:57.585998Z [\u001b[32minfo ] Start Predict dataset=47888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:28:52.784738Z [\u001B[32minfo ] Starting training dataset=2112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:29:42.877656Z [\u001B[32minfo ] Training complete train_loss=0.9618527293205261\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:29:42.883872Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:29:57.578619Z [\u001B[32minfo ] Evaluation complete test_loss=0.7093442678451538\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:29:57.585998Z [\u001B[32minfo ] Start Predict dataset=47888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:46:40.178333Z [\u001b[32minfo ] Starting training dataset=2212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:47:31.289002Z [\u001b[32minfo ] Training complete train_loss=0.9138000011444092\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:46:40.178333Z [\u001B[32minfo ] Starting training dataset=2212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:47:31.289002Z [\u001B[32minfo ] Training complete train_loss=0.9138000011444092\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:47:31.296781Z [\u001b[32minfo ] Starting training dataset=2212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:48:21.980726Z [\u001b[32minfo ] Training complete train_loss=1.0114140510559082\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:47:31.296781Z [\u001B[32minfo ] Starting training dataset=2212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:48:21.980726Z [\u001B[32minfo ] Training complete train_loss=1.0114140510559082\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:48:21.987649Z [\u001b[32minfo ] Starting training dataset=2212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:49:12.391125Z [\u001b[32minfo ] Training complete train_loss=1.171674370765686\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:48:21.987649Z [\u001B[32minfo ] Starting training dataset=2212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:49:12.391125Z [\u001B[32minfo ] Training complete train_loss=1.171674370765686\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:49:12.467107Z [\u001b[32minfo ] Starting training dataset=2212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:50:02.169114Z [\u001b[32minfo ] Training complete train_loss=0.9495107531547546\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:49:12.467107Z [\u001B[32minfo ] Starting training dataset=2212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:50:02.169114Z [\u001B[32minfo ] Training complete train_loss=0.9495107531547546\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:50:02.177071Z [\u001b[32minfo ] Starting training dataset=2212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:50:52.579582Z [\u001b[32minfo ] Training complete train_loss=1.0180065631866455\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:50:52.585367Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:51:06.175383Z [\u001b[32minfo ] Evaluation complete test_loss=0.7294108271598816\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:51:06.183712Z [\u001b[32minfo ] Start Predict dataset=47788\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T20:50:02.177071Z [\u001B[32minfo ] Starting training dataset=2212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T20:50:52.579582Z [\u001B[32minfo ] Training complete train_loss=1.0180065631866455\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T20:50:52.585367Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T20:51:06.175383Z [\u001B[32minfo ] Evaluation complete test_loss=0.7294108271598816\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T20:51:06.183712Z [\u001B[32minfo ] Start Predict dataset=47788\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:07:22.539634Z [\u001b[32minfo ] Starting training dataset=2312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:08:16.280207Z [\u001b[32minfo ] Training complete train_loss=0.9690930247306824\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:07:22.539634Z [\u001B[32minfo ] Starting training dataset=2312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:08:16.280207Z [\u001B[32minfo ] Training complete train_loss=0.9690930247306824\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:08:16.286669Z [\u001b[32minfo ] Starting training dataset=2312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:09:09.184223Z [\u001b[32minfo ] Training complete train_loss=0.9622244834899902\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:08:16.286669Z [\u001B[32minfo ] Starting training dataset=2312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:09:09.184223Z [\u001B[32minfo ] Training complete train_loss=0.9622244834899902\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:09:09.191550Z [\u001b[32minfo ] Starting training dataset=2312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:10:02.666252Z [\u001b[32minfo ] Training complete train_loss=0.9211553335189819\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:09:09.191550Z [\u001B[32minfo ] Starting training dataset=2312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:10:02.666252Z [\u001B[32minfo ] Training complete train_loss=0.9211553335189819\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:10:02.674865Z [\u001b[32minfo ] Starting training dataset=2312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:10:57.070214Z [\u001b[32minfo ] Training complete train_loss=0.9597650766372681\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:10:02.674865Z [\u001B[32minfo ] Starting training dataset=2312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:10:57.070214Z [\u001B[32minfo ] Training complete train_loss=0.9597650766372681\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:10:57.077798Z [\u001b[32minfo ] Starting training dataset=2312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:11:50.182542Z [\u001b[32minfo ] Training complete train_loss=0.964903712272644\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:11:50.188292Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:12:03.866348Z [\u001b[32minfo ] Evaluation complete test_loss=0.6798441410064697\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:12:03.874067Z [\u001b[32minfo ] Start Predict dataset=47688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:10:57.077798Z [\u001B[32minfo ] Starting training dataset=2312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:11:50.182542Z [\u001B[32minfo ] Training complete train_loss=0.964903712272644\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:11:50.188292Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:12:03.866348Z [\u001B[32minfo ] Evaluation complete test_loss=0.6798441410064697\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:12:03.874067Z [\u001B[32minfo ] Start Predict dataset=47688\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:28:11.883129Z [\u001b[32minfo ] Starting training dataset=2412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:29:03.879859Z [\u001b[32minfo ] Training complete train_loss=1.0068079233169556\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:28:11.883129Z [\u001B[32minfo ] Starting training dataset=2412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:29:03.879859Z [\u001B[32minfo ] Training complete train_loss=1.0068079233169556\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:29:03.887980Z [\u001b[32minfo ] Starting training dataset=2412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:29:56.381578Z [\u001b[32minfo ] Training complete train_loss=0.9520434141159058\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:29:03.887980Z [\u001B[32minfo ] Starting training dataset=2412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:29:56.381578Z [\u001B[32minfo ] Training complete train_loss=0.9520434141159058\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:29:56.390312Z [\u001b[32minfo ] Starting training dataset=2412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:30:48.191878Z [\u001b[32minfo ] Training complete train_loss=0.9582843780517578\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:29:56.390312Z [\u001B[32minfo ] Starting training dataset=2412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:30:48.191878Z [\u001B[32minfo ] Training complete train_loss=0.9582843780517578\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:30:48.266421Z [\u001b[32minfo ] Starting training dataset=2412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:31:40.281782Z [\u001b[32minfo ] Training complete train_loss=1.0118552446365356\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:30:48.266421Z [\u001B[32minfo ] Starting training dataset=2412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:31:40.281782Z [\u001B[32minfo ] Training complete train_loss=1.0118552446365356\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:31:40.288720Z [\u001b[32minfo ] Starting training dataset=2412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:32:32.970914Z [\u001b[32minfo ] Training complete train_loss=0.9314520955085754\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:32:32.976789Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:32:46.474366Z [\u001b[32minfo ] Evaluation complete test_loss=0.6736973524093628\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:32:46.480994Z [\u001b[32minfo ] Start Predict dataset=47588\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:31:40.288720Z [\u001B[32minfo ] Starting training dataset=2412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:32:32.970914Z [\u001B[32minfo ] Training complete train_loss=0.9314520955085754\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:32:32.976789Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:32:46.474366Z [\u001B[32minfo ] Evaluation complete test_loss=0.6736973524093628\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:32:46.480994Z [\u001B[32minfo ] Start Predict dataset=47588\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:48:57.148416Z [\u001b[32minfo ] Starting training dataset=2512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:49:50.280161Z [\u001b[32minfo ] Training complete train_loss=0.9337089657783508\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:48:57.148416Z [\u001B[32minfo ] Starting training dataset=2512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:49:50.280161Z [\u001B[32minfo ] Training complete train_loss=0.9337089657783508\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:49:50.286868Z [\u001b[32minfo ] Starting training dataset=2512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:50:43.675634Z [\u001b[32minfo ] Training complete train_loss=1.005215048789978\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:49:50.286868Z [\u001B[32minfo ] Starting training dataset=2512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:50:43.675634Z [\u001B[32minfo ] Training complete train_loss=1.005215048789978\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:50:43.686572Z [\u001b[32minfo ] Starting training dataset=2512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:51:37.178821Z [\u001b[32minfo ] Training complete train_loss=0.9765651226043701\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:50:43.686572Z [\u001B[32minfo ] Starting training dataset=2512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:51:37.178821Z [\u001B[32minfo ] Training complete train_loss=0.9765651226043701\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:51:37.185438Z [\u001b[32minfo ] Starting training dataset=2512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:52:30.772492Z [\u001b[32minfo ] Training complete train_loss=1.0099214315414429\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:51:37.185438Z [\u001B[32minfo ] Starting training dataset=2512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:52:30.772492Z [\u001B[32minfo ] Training complete train_loss=1.0099214315414429\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:52:30.780204Z [\u001b[32minfo ] Starting training dataset=2512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:53:25.086434Z [\u001b[32minfo ] Training complete train_loss=1.1066418886184692\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:53:25.092135Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:53:38.890457Z [\u001b[32minfo ] Evaluation complete test_loss=0.6832886934280396\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:53:38.968482Z [\u001b[32minfo ] Start Predict dataset=47488\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T21:52:30.780204Z [\u001B[32minfo ] Starting training dataset=2512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T21:53:25.086434Z [\u001B[32minfo ] Training complete train_loss=1.1066418886184692\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T21:53:25.092135Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T21:53:38.890457Z [\u001B[32minfo ] Evaluation complete test_loss=0.6832886934280396\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T21:53:38.968482Z [\u001B[32minfo ] Start Predict dataset=47488\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:09:47.037387Z [\u001b[32minfo ] Starting training dataset=2612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:10:41.882671Z [\u001b[32minfo ] Training complete train_loss=0.9732304811477661\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:09:47.037387Z [\u001B[32minfo ] Starting training dataset=2612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:10:41.882671Z [\u001B[32minfo ] Training complete train_loss=0.9732304811477661\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:10:41.889490Z [\u001b[32minfo ] Starting training dataset=2612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:11:36.080223Z [\u001b[32minfo ] Training complete train_loss=0.9936309456825256\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:10:41.889490Z [\u001B[32minfo ] Starting training dataset=2612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:11:36.080223Z [\u001B[32minfo ] Training complete train_loss=0.9936309456825256\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:11:36.087166Z [\u001b[32minfo ] Starting training dataset=2612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:12:30.385642Z [\u001b[32minfo ] Training complete train_loss=0.8979130983352661\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:11:36.087166Z [\u001B[32minfo ] Starting training dataset=2612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:12:30.385642Z [\u001B[32minfo ] Training complete train_loss=0.8979130983352661\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:12:30.392645Z [\u001b[32minfo ] Starting training dataset=2612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:13:24.886768Z [\u001b[32minfo ] Training complete train_loss=1.0363106727600098\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:12:30.392645Z [\u001B[32minfo ] Starting training dataset=2612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:13:24.886768Z [\u001B[32minfo ] Training complete train_loss=1.0363106727600098\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:13:24.894615Z [\u001b[32minfo ] Starting training dataset=2612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:14:19.284788Z [\u001b[32minfo ] Training complete train_loss=0.9428572058677673\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:14:19.289613Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:14:32.774810Z [\u001b[32minfo ] Evaluation complete test_loss=0.6570330858230591\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:14:32.781457Z [\u001b[32minfo ] Start Predict dataset=47388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:13:24.894615Z [\u001B[32minfo ] Starting training dataset=2612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:14:19.284788Z [\u001B[32minfo ] Training complete train_loss=0.9428572058677673\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:14:19.289613Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:14:32.774810Z [\u001B[32minfo ] Evaluation complete test_loss=0.6570330858230591\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:14:32.781457Z [\u001B[32minfo ] Start Predict dataset=47388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:30:41.520167Z [\u001b[32minfo ] Starting training dataset=2712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:31:38.892835Z [\u001b[32minfo ] Training complete train_loss=0.922064483165741\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:30:41.520167Z [\u001B[32minfo ] Starting training dataset=2712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:31:38.892835Z [\u001B[32minfo ] Training complete train_loss=0.922064483165741\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:31:38.971116Z [\u001b[32minfo ] Starting training dataset=2712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:32:34.989046Z [\u001b[32minfo ] Training complete train_loss=0.8859795331954956\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:31:38.971116Z [\u001B[32minfo ] Starting training dataset=2712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:32:34.989046Z [\u001B[32minfo ] Training complete train_loss=0.8859795331954956\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:32:35.067765Z [\u001b[32minfo ] Starting training dataset=2712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:33:32.582960Z [\u001b[32minfo ] Training complete train_loss=0.9763253331184387\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:32:35.067765Z [\u001B[32minfo ] Starting training dataset=2712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:33:32.582960Z [\u001B[32minfo ] Training complete train_loss=0.9763253331184387\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:33:32.590187Z [\u001b[32minfo ] Starting training dataset=2712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:34:29.085416Z [\u001b[32minfo ] Training complete train_loss=0.9625152349472046\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:33:32.590187Z [\u001B[32minfo ] Starting training dataset=2712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:34:29.085416Z [\u001B[32minfo ] Training complete train_loss=0.9625152349472046\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:34:29.091940Z [\u001b[32minfo ] Starting training dataset=2712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:35:25.181361Z [\u001b[32minfo ] Training complete train_loss=0.9341091513633728\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:35:25.186428Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:35:39.483789Z [\u001b[32minfo ] Evaluation complete test_loss=0.6503035426139832\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:35:39.491229Z [\u001b[32minfo ] Start Predict dataset=47288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:34:29.091940Z [\u001B[32minfo ] Starting training dataset=2712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:35:25.181361Z [\u001B[32minfo ] Training complete train_loss=0.9341091513633728\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:35:25.186428Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:35:39.483789Z [\u001B[32minfo ] Evaluation complete test_loss=0.6503035426139832\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:35:39.491229Z [\u001B[32minfo ] Start Predict dataset=47288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:51:37.149598Z [\u001b[32minfo ] Starting training dataset=2812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:52:33.470586Z [\u001b[32minfo ] Training complete train_loss=0.9524716734886169\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:51:37.149598Z [\u001B[32minfo ] Starting training dataset=2812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:52:33.470586Z [\u001B[32minfo ] Training complete train_loss=0.9524716734886169\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:52:33.477044Z [\u001b[32minfo ] Starting training dataset=2812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:53:29.469538Z [\u001b[32minfo ] Training complete train_loss=0.9347421526908875\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:52:33.477044Z [\u001B[32minfo ] Starting training dataset=2812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:53:29.469538Z [\u001B[32minfo ] Training complete train_loss=0.9347421526908875\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:53:29.476470Z [\u001b[32minfo ] Starting training dataset=2812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:54:25.470438Z [\u001b[32minfo ] Training complete train_loss=0.96184903383255\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:53:29.476470Z [\u001B[32minfo ] Starting training dataset=2812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:54:25.470438Z [\u001B[32minfo ] Training complete train_loss=0.96184903383255\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:54:25.477112Z [\u001b[32minfo ] Starting training dataset=2812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:55:21.368596Z [\u001b[32minfo ] Training complete train_loss=0.9115388989448547\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:54:25.477112Z [\u001B[32minfo ] Starting training dataset=2812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:55:21.368596Z [\u001B[32minfo ] Training complete train_loss=0.9115388989448547\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:55:21.375550Z [\u001b[32minfo ] Starting training dataset=2812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:56:17.476897Z [\u001b[32minfo ] Training complete train_loss=0.9248518347740173\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:56:17.481429Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:56:30.870313Z [\u001b[32minfo ] Evaluation complete test_loss=0.6633090972900391\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:56:30.876905Z [\u001b[32minfo ] Start Predict dataset=47188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T22:55:21.375550Z [\u001B[32minfo ] Starting training dataset=2812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T22:56:17.476897Z [\u001B[32minfo ] Training complete train_loss=0.9248518347740173\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T22:56:17.481429Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T22:56:30.870313Z [\u001B[32minfo ] Evaluation complete test_loss=0.6633090972900391\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T22:56:30.876905Z [\u001B[32minfo ] Start Predict dataset=47188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:12:24.288451Z [\u001b[32minfo ] Starting training dataset=2912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:13:21.378543Z [\u001b[32minfo ] Training complete train_loss=0.9456859230995178\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:12:24.288451Z [\u001B[32minfo ] Starting training dataset=2912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:13:21.378543Z [\u001B[32minfo ] Training complete train_loss=0.9456859230995178\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:13:21.385101Z [\u001b[32minfo ] Starting training dataset=2912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:14:18.189772Z [\u001b[32minfo ] Training complete train_loss=0.9629805684089661\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:13:21.385101Z [\u001B[32minfo ] Starting training dataset=2912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:14:18.189772Z [\u001B[32minfo ] Training complete train_loss=0.9629805684089661\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:14:18.267688Z [\u001b[32minfo ] Starting training dataset=2912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:15:15.173773Z [\u001b[32minfo ] Training complete train_loss=0.9584450125694275\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:14:18.267688Z [\u001B[32minfo ] Starting training dataset=2912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:15:15.173773Z [\u001B[32minfo ] Training complete train_loss=0.9584450125694275\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:15:15.180834Z [\u001b[32minfo ] Starting training dataset=2912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:16:12.666025Z [\u001b[32minfo ] Training complete train_loss=0.9231571555137634\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:15:15.180834Z [\u001B[32minfo ] Starting training dataset=2912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:16:12.666025Z [\u001B[32minfo ] Training complete train_loss=0.9231571555137634\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:16:12.672462Z [\u001b[32minfo ] Starting training dataset=2912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:17:10.073503Z [\u001b[32minfo ] Training complete train_loss=0.9232361912727356\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:17:10.078705Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:17:23.270843Z [\u001b[32minfo ] Evaluation complete test_loss=0.6433601975440979\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:17:23.277508Z [\u001b[32minfo ] Start Predict dataset=47088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:16:12.672462Z [\u001B[32minfo ] Starting training dataset=2912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:17:10.073503Z [\u001B[32minfo ] Training complete train_loss=0.9232361912727356\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:17:10.078705Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:17:23.270843Z [\u001B[32minfo ] Evaluation complete test_loss=0.6433601975440979\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:17:23.277508Z [\u001B[32minfo ] Start Predict dataset=47088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:33:28.882364Z [\u001b[32minfo ] Starting training dataset=3012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:34:28.174089Z [\u001b[32minfo ] Training complete train_loss=0.9940481781959534\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:33:28.882364Z [\u001B[32minfo ] Starting training dataset=3012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:34:28.174089Z [\u001B[32minfo ] Training complete train_loss=0.9940481781959534\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:34:28.181205Z [\u001b[32minfo ] Starting training dataset=3012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:35:27.384836Z [\u001b[32minfo ] Training complete train_loss=0.9763245582580566\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:34:28.181205Z [\u001B[32minfo ] Starting training dataset=3012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:35:27.384836Z [\u001B[32minfo ] Training complete train_loss=0.9763245582580566\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:35:27.392383Z [\u001b[32minfo ] Starting training dataset=3012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:36:27.078643Z [\u001b[32minfo ] Training complete train_loss=0.9977985620498657\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:35:27.392383Z [\u001B[32minfo ] Starting training dataset=3012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:36:27.078643Z [\u001B[32minfo ] Training complete train_loss=0.9977985620498657\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:36:27.085664Z [\u001b[32minfo ] Starting training dataset=3012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:37:26.387570Z [\u001b[32minfo ] Training complete train_loss=0.9883565902709961\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:36:27.085664Z [\u001B[32minfo ] Starting training dataset=3012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:37:26.387570Z [\u001B[32minfo ] Training complete train_loss=0.9883565902709961\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:37:26.394578Z [\u001b[32minfo ] Starting training dataset=3012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:38:26.078454Z [\u001b[32minfo ] Training complete train_loss=1.0123181343078613\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:38:26.084095Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:38:39.683168Z [\u001b[32minfo ] Evaluation complete test_loss=0.6295325756072998\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:38:39.690456Z [\u001b[32minfo ] Start Predict dataset=46988\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:37:26.394578Z [\u001B[32minfo ] Starting training dataset=3012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:38:26.078454Z [\u001B[32minfo ] Training complete train_loss=1.0123181343078613\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:38:26.084095Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:38:39.683168Z [\u001B[32minfo ] Evaluation complete test_loss=0.6295325756072998\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:38:39.690456Z [\u001B[32minfo ] Start Predict dataset=46988\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:54:29.465550Z [\u001b[32minfo ] Starting training dataset=3112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:55:29.272588Z [\u001b[32minfo ] Training complete train_loss=0.993098795413971\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:54:29.465550Z [\u001B[32minfo ] Starting training dataset=3112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:55:29.272588Z [\u001B[32minfo ] Training complete train_loss=0.993098795413971\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:55:29.279219Z [\u001b[32minfo ] Starting training dataset=3112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:56:29.374525Z [\u001b[32minfo ] Training complete train_loss=0.982636570930481\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:55:29.279219Z [\u001B[32minfo ] Starting training dataset=3112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:56:29.374525Z [\u001B[32minfo ] Training complete train_loss=0.982636570930481\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:56:29.381500Z [\u001b[32minfo ] Starting training dataset=3112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:57:28.969284Z [\u001b[32minfo ] Training complete train_loss=0.9553168416023254\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:56:29.381500Z [\u001B[32minfo ] Starting training dataset=3112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:57:28.969284Z [\u001B[32minfo ] Training complete train_loss=0.9553168416023254\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:57:28.978303Z [\u001b[32minfo ] Starting training dataset=3112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:58:28.386104Z [\u001b[32minfo ] Training complete train_loss=0.9859296679496765\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:57:28.978303Z [\u001B[32minfo ] Starting training dataset=3112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:58:28.386104Z [\u001B[32minfo ] Training complete train_loss=0.9859296679496765\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:58:28.392510Z [\u001b[32minfo ] Starting training dataset=3112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:59:28.085509Z [\u001b[32minfo ] Training complete train_loss=0.911634624004364\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:59:28.090740Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:59:41.378569Z [\u001b[32minfo ] Evaluation complete test_loss=0.6155526041984558\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:59:41.388091Z [\u001b[32minfo ] Start Predict dataset=46888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-28T23:58:28.392510Z [\u001B[32minfo ] Starting training dataset=3112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-28T23:59:28.085509Z [\u001B[32minfo ] Training complete train_loss=0.911634624004364\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-28T23:59:28.090740Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-28T23:59:41.378569Z [\u001B[32minfo ] Evaluation complete test_loss=0.6155526041984558\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-28T23:59:41.388091Z [\u001B[32minfo ] Start Predict dataset=46888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:15:27.000611Z [\u001b[32minfo ] Starting training dataset=3212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:16:27.485323Z [\u001b[32minfo ] Training complete train_loss=0.9690141081809998\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:15:27.000611Z [\u001B[32minfo ] Starting training dataset=3212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:16:27.485323Z [\u001B[32minfo ] Training complete train_loss=0.9690141081809998\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:16:27.492326Z [\u001b[32minfo ] Starting training dataset=3212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:17:27.971410Z [\u001b[32minfo ] Training complete train_loss=0.9362989664077759\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:16:27.492326Z [\u001B[32minfo ] Starting training dataset=3212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:17:27.971410Z [\u001B[32minfo ] Training complete train_loss=0.9362989664077759\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:17:27.978854Z [\u001b[32minfo ] Starting training dataset=3212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:18:28.374476Z [\u001b[32minfo ] Training complete train_loss=0.9801816940307617\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:17:27.978854Z [\u001B[32minfo ] Starting training dataset=3212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:18:28.374476Z [\u001B[32minfo ] Training complete train_loss=0.9801816940307617\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:18:28.381476Z [\u001b[32minfo ] Starting training dataset=3212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:19:28.688675Z [\u001b[32minfo ] Training complete train_loss=0.982334315776825\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:18:28.381476Z [\u001B[32minfo ] Starting training dataset=3212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:19:28.688675Z [\u001B[32minfo ] Training complete train_loss=0.982334315776825\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:19:28.695882Z [\u001b[32minfo ] Starting training dataset=3212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:20:29.280950Z [\u001b[32minfo ] Training complete train_loss=1.0058739185333252\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T00:20:29.285715Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T00:20:42.576387Z [\u001b[32minfo ] Evaluation complete test_loss=0.624253511428833\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T00:20:42.582922Z [\u001b[32minfo ] Start Predict dataset=46788\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:19:28.695882Z [\u001B[32minfo ] Starting training dataset=3212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:20:29.280950Z [\u001B[32minfo ] Training complete train_loss=1.0058739185333252\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T00:20:29.285715Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T00:20:42.576387Z [\u001B[32minfo ] Evaluation complete test_loss=0.624253511428833\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T00:20:42.582922Z [\u001B[32minfo ] Start Predict dataset=46788\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:36:24.397328Z [\u001b[32minfo ] Starting training dataset=3312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:37:25.777847Z [\u001b[32minfo ] Training complete train_loss=0.9525146484375\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:36:24.397328Z [\u001B[32minfo ] Starting training dataset=3312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:37:25.777847Z [\u001B[32minfo ] Training complete train_loss=0.9525146484375\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:37:25.785148Z [\u001b[32minfo ] Starting training dataset=3312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:38:27.670850Z [\u001b[32minfo ] Training complete train_loss=0.9617348909378052\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:37:25.785148Z [\u001B[32minfo ] Starting training dataset=3312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:38:27.670850Z [\u001B[32minfo ] Training complete train_loss=0.9617348909378052\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:38:27.678614Z [\u001b[32minfo ] Starting training dataset=3312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:39:29.474158Z [\u001b[32minfo ] Training complete train_loss=0.9088602066040039\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:38:27.678614Z [\u001B[32minfo ] Starting training dataset=3312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:39:29.474158Z [\u001B[32minfo ] Training complete train_loss=0.9088602066040039\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:39:29.480853Z [\u001b[32minfo ] Starting training dataset=3312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:40:31.282180Z [\u001b[32minfo ] Training complete train_loss=0.941899836063385\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:39:29.480853Z [\u001B[32minfo ] Starting training dataset=3312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:40:31.282180Z [\u001B[32minfo ] Training complete train_loss=0.941899836063385\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:40:31.288671Z [\u001b[32minfo ] Starting training dataset=3312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:41:32.674235Z [\u001b[32minfo ] Training complete train_loss=0.9036476612091064\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T00:41:32.679012Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T00:41:45.880151Z [\u001b[32minfo ] Evaluation complete test_loss=0.6003412008285522\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T00:41:45.886711Z [\u001b[32minfo ] Start Predict dataset=46688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:40:31.288671Z [\u001B[32minfo ] Starting training dataset=3312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:41:32.674235Z [\u001B[32minfo ] Training complete train_loss=0.9036476612091064\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T00:41:32.679012Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T00:41:45.880151Z [\u001B[32minfo ] Evaluation complete test_loss=0.6003412008285522\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T00:41:45.886711Z [\u001B[32minfo ] Start Predict dataset=46688\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:57:25.233096Z [\u001b[32minfo ] Starting training dataset=3412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:58:27.771124Z [\u001b[32minfo ] Training complete train_loss=0.9652302861213684\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:57:25.233096Z [\u001B[32minfo ] Starting training dataset=3412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:58:27.771124Z [\u001B[32minfo ] Training complete train_loss=0.9652302861213684\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:58:27.778539Z [\u001b[32minfo ] Starting training dataset=3412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:59:29.682729Z [\u001b[32minfo ] Training complete train_loss=0.9133856892585754\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:58:27.778539Z [\u001B[32minfo ] Starting training dataset=3412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T00:59:29.682729Z [\u001B[32minfo ] Training complete train_loss=0.9133856892585754\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:59:29.689246Z [\u001b[32minfo ] Starting training dataset=3412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:00:32.276974Z [\u001b[32minfo ] Training complete train_loss=0.9120355248451233\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T00:59:29.689246Z [\u001B[32minfo ] Starting training dataset=3412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:00:32.276974Z [\u001B[32minfo ] Training complete train_loss=0.9120355248451233\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:00:32.285180Z [\u001b[32minfo ] Starting training dataset=3412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:01:34.571251Z [\u001b[32minfo ] Training complete train_loss=0.9987239241600037\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:00:32.285180Z [\u001B[32minfo ] Starting training dataset=3412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:01:34.571251Z [\u001B[32minfo ] Training complete train_loss=0.9987239241600037\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:01:34.579233Z [\u001b[32minfo ] Starting training dataset=3412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:02:36.971180Z [\u001b[32minfo ] Training complete train_loss=1.0511140823364258\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:02:36.976140Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:02:50.389403Z [\u001b[32minfo ] Evaluation complete test_loss=0.600139319896698\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:02:50.466974Z [\u001b[32minfo ] Start Predict dataset=46588\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:01:34.579233Z [\u001B[32minfo ] Starting training dataset=3412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:02:36.971180Z [\u001B[32minfo ] Training complete train_loss=1.0511140823364258\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:02:36.976140Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:02:50.389403Z [\u001B[32minfo ] Evaluation complete test_loss=0.600139319896698\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:02:50.466974Z [\u001B[32minfo ] Start Predict dataset=46588\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:18:50.039255Z [\u001b[32minfo ] Starting training dataset=3512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:19:55.272920Z [\u001b[32minfo ] Training complete train_loss=0.9255532026290894\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:18:50.039255Z [\u001B[32minfo ] Starting training dataset=3512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:19:55.272920Z [\u001B[32minfo ] Training complete train_loss=0.9255532026290894\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:19:55.280740Z [\u001b[32minfo ] Starting training dataset=3512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:21:00.783239Z [\u001b[32minfo ] Training complete train_loss=0.9507350325584412\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:19:55.280740Z [\u001B[32minfo ] Starting training dataset=3512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:21:00.783239Z [\u001B[32minfo ] Training complete train_loss=0.9507350325584412\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:21:00.791110Z [\u001b[32minfo ] Starting training dataset=3512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:22:06.082850Z [\u001b[32minfo ] Training complete train_loss=0.9777060151100159\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:21:00.791110Z [\u001B[32minfo ] Starting training dataset=3512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:22:06.082850Z [\u001B[32minfo ] Training complete train_loss=0.9777060151100159\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:22:06.090186Z [\u001b[32minfo ] Starting training dataset=3512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:23:11.572780Z [\u001b[32minfo ] Training complete train_loss=0.9614008069038391\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:22:06.090186Z [\u001B[32minfo ] Starting training dataset=3512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:23:11.572780Z [\u001B[32minfo ] Training complete train_loss=0.9614008069038391\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:23:11.581010Z [\u001b[32minfo ] Starting training dataset=3512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:24:17.388319Z [\u001b[32minfo ] Training complete train_loss=0.9385112524032593\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:24:17.464897Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:24:31.274227Z [\u001b[32minfo ] Evaluation complete test_loss=0.5854552388191223\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:24:31.281479Z [\u001b[32minfo ] Start Predict dataset=46488\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:23:11.581010Z [\u001B[32minfo ] Starting training dataset=3512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:24:17.388319Z [\u001B[32minfo ] Training complete train_loss=0.9385112524032593\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:24:17.464897Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:24:31.274227Z [\u001B[32minfo ] Evaluation complete test_loss=0.5854552388191223\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:24:31.281479Z [\u001B[32minfo ] Start Predict dataset=46488\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:40:39.084449Z [\u001b[32minfo ] Starting training dataset=3612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:41:51.372209Z [\u001b[32minfo ] Training complete train_loss=0.9902898669242859\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:40:39.084449Z [\u001B[32minfo ] Starting training dataset=3612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:41:51.372209Z [\u001B[32minfo ] Training complete train_loss=0.9902898669242859\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:41:51.384139Z [\u001b[32minfo ] Starting training dataset=3612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:43:04.776776Z [\u001b[32minfo ] Training complete train_loss=0.9506107568740845\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:41:51.384139Z [\u001B[32minfo ] Starting training dataset=3612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:43:04.776776Z [\u001B[32minfo ] Training complete train_loss=0.9506107568740845\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:43:04.784669Z [\u001b[32minfo ] Starting training dataset=3612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:44:16.971692Z [\u001b[32minfo ] Training complete train_loss=0.9101556539535522\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:43:04.784669Z [\u001B[32minfo ] Starting training dataset=3612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:44:16.971692Z [\u001B[32minfo ] Training complete train_loss=0.9101556539535522\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:44:16.980149Z [\u001b[32minfo ] Starting training dataset=3612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:45:30.171964Z [\u001b[32minfo ] Training complete train_loss=0.9209990501403809\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:44:16.980149Z [\u001B[32minfo ] Starting training dataset=3612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:45:30.171964Z [\u001B[32minfo ] Training complete train_loss=0.9209990501403809\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:45:30.180936Z [\u001b[32minfo ] Starting training dataset=3612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:46:41.988783Z [\u001b[32minfo ] Training complete train_loss=0.9617601633071899\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:46:41.995001Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:46:56.588932Z [\u001b[32minfo ] Evaluation complete test_loss=0.588925838470459\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:46:56.596366Z [\u001b[32minfo ] Start Predict dataset=46388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T01:45:30.180936Z [\u001B[32minfo ] Starting training dataset=3612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T01:46:41.988783Z [\u001B[32minfo ] Training complete train_loss=0.9617601633071899\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T01:46:41.995001Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T01:46:56.588932Z [\u001B[32minfo ] Evaluation complete test_loss=0.588925838470459\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T01:46:56.596366Z [\u001B[32minfo ] Start Predict dataset=46388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:03:02.545742Z [\u001b[32minfo ] Starting training dataset=3712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:04:10.991458Z [\u001b[32minfo ] Training complete train_loss=0.902265727519989\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:03:02.545742Z [\u001B[32minfo ] Starting training dataset=3712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:04:10.991458Z [\u001B[32minfo ] Training complete train_loss=0.902265727519989\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:04:11.070627Z [\u001b[32minfo ] Starting training dataset=3712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:05:20.275718Z [\u001b[32minfo ] Training complete train_loss=0.9274501204490662\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:04:11.070627Z [\u001B[32minfo ] Starting training dataset=3712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:05:20.275718Z [\u001B[32minfo ] Training complete train_loss=0.9274501204490662\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:05:20.283525Z [\u001b[32minfo ] Starting training dataset=3712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:06:30.384887Z [\u001b[32minfo ] Training complete train_loss=0.948907732963562\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:05:20.283525Z [\u001B[32minfo ] Starting training dataset=3712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:06:30.384887Z [\u001B[32minfo ] Training complete train_loss=0.948907732963562\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:06:30.392616Z [\u001b[32minfo ] Starting training dataset=3712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:07:40.073581Z [\u001b[32minfo ] Training complete train_loss=0.9361139535903931\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:06:30.392616Z [\u001B[32minfo ] Starting training dataset=3712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:07:40.073581Z [\u001B[32minfo ] Training complete train_loss=0.9361139535903931\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:07:40.081202Z [\u001b[32minfo ] Starting training dataset=3712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:08:49.870122Z [\u001b[32minfo ] Training complete train_loss=0.9426257014274597\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:08:49.876067Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:09:03.779674Z [\u001b[32minfo ] Evaluation complete test_loss=0.5798165798187256\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:09:03.787281Z [\u001b[32minfo ] Start Predict dataset=46288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:07:40.081202Z [\u001B[32minfo ] Starting training dataset=3712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:08:49.870122Z [\u001B[32minfo ] Training complete train_loss=0.9426257014274597\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:08:49.876067Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:09:03.779674Z [\u001B[32minfo ] Evaluation complete test_loss=0.5798165798187256\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:09:03.787281Z [\u001B[32minfo ] Start Predict dataset=46288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:25:00.390871Z [\u001b[32minfo ] Starting training dataset=3812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:26:08.266439Z [\u001b[32minfo ] Training complete train_loss=0.9778515100479126\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:25:00.390871Z [\u001B[32minfo ] Starting training dataset=3812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:26:08.266439Z [\u001B[32minfo ] Training complete train_loss=0.9778515100479126\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:26:08.273235Z [\u001b[32minfo ] Starting training dataset=3812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:27:16.871698Z [\u001b[32minfo ] Training complete train_loss=0.9607134461402893\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:26:08.273235Z [\u001B[32minfo ] Starting training dataset=3812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:27:16.871698Z [\u001B[32minfo ] Training complete train_loss=0.9607134461402893\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:27:16.879594Z [\u001b[32minfo ] Starting training dataset=3812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:28:25.190132Z [\u001b[32minfo ] Training complete train_loss=1.0153460502624512\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:27:16.879594Z [\u001B[32minfo ] Starting training dataset=3812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:28:25.190132Z [\u001B[32minfo ] Training complete train_loss=1.0153460502624512\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:28:25.268855Z [\u001b[32minfo ] Starting training dataset=3812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:29:34.683644Z [\u001b[32minfo ] Training complete train_loss=1.0046292543411255\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:28:25.268855Z [\u001B[32minfo ] Starting training dataset=3812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:29:34.683644Z [\u001B[32minfo ] Training complete train_loss=1.0046292543411255\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:29:34.692586Z [\u001b[32minfo ] Starting training dataset=3812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:30:44.576145Z [\u001b[32minfo ] Training complete train_loss=0.9653735756874084\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:30:44.582048Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:30:58.377427Z [\u001b[32minfo ] Evaluation complete test_loss=0.5952193140983582\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:30:58.384668Z [\u001b[32minfo ] Start Predict dataset=46188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:29:34.692586Z [\u001B[32minfo ] Starting training dataset=3812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:30:44.576145Z [\u001B[32minfo ] Training complete train_loss=0.9653735756874084\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:30:44.582048Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:30:58.377427Z [\u001B[32minfo ] Evaluation complete test_loss=0.5952193140983582\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:30:58.384668Z [\u001B[32minfo ] Start Predict dataset=46188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:46:37.602564Z [\u001b[32minfo ] Starting training dataset=3912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:47:48.374654Z [\u001b[32minfo ] Training complete train_loss=0.9733763933181763\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:46:37.602564Z [\u001B[32minfo ] Starting training dataset=3912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:47:48.374654Z [\u001B[32minfo ] Training complete train_loss=0.9733763933181763\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:47:48.381969Z [\u001b[32minfo ] Starting training dataset=3912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:48:58.977107Z [\u001b[32minfo ] Training complete train_loss=0.9541704058647156\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:47:48.381969Z [\u001B[32minfo ] Starting training dataset=3912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:48:58.977107Z [\u001B[32minfo ] Training complete train_loss=0.9541704058647156\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:48:58.984005Z [\u001b[32minfo ] Starting training dataset=3912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:50:07.770611Z [\u001b[32minfo ] Training complete train_loss=0.8996275067329407\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:48:58.984005Z [\u001B[32minfo ] Starting training dataset=3912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:50:07.770611Z [\u001B[32minfo ] Training complete train_loss=0.8996275067329407\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:50:07.777522Z [\u001b[32minfo ] Starting training dataset=3912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:51:17.876229Z [\u001b[32minfo ] Training complete train_loss=0.9932214617729187\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:50:07.777522Z [\u001B[32minfo ] Starting training dataset=3912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:51:17.876229Z [\u001B[32minfo ] Training complete train_loss=0.9932214617729187\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:51:17.883210Z [\u001b[32minfo ] Starting training dataset=3912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:52:26.082136Z [\u001b[32minfo ] Training complete train_loss=1.0322301387786865\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:52:26.087786Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:52:39.383655Z [\u001b[32minfo ] Evaluation complete test_loss=0.5735118985176086\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:52:39.391237Z [\u001b[32minfo ] Start Predict dataset=46088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T02:51:17.883210Z [\u001B[32minfo ] Starting training dataset=3912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T02:52:26.082136Z [\u001B[32minfo ] Training complete train_loss=1.0322301387786865\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T02:52:26.087786Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T02:52:39.383655Z [\u001B[32minfo ] Evaluation complete test_loss=0.5735118985176086\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T02:52:39.391237Z [\u001B[32minfo ] Start Predict dataset=46088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:08:19.372014Z [\u001b[32minfo ] Starting training dataset=4012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:09:30.573365Z [\u001b[32minfo ] Training complete train_loss=0.8765227794647217\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:08:19.372014Z [\u001B[32minfo ] Starting training dataset=4012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:09:30.573365Z [\u001B[32minfo ] Training complete train_loss=0.8765227794647217\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:09:30.580674Z [\u001b[32minfo ] Starting training dataset=4012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:10:40.077172Z [\u001b[32minfo ] Training complete train_loss=0.9590541124343872\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:09:30.580674Z [\u001B[32minfo ] Starting training dataset=4012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:10:40.077172Z [\u001B[32minfo ] Training complete train_loss=0.9590541124343872\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:10:40.084249Z [\u001b[32minfo ] Starting training dataset=4012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:11:51.185509Z [\u001b[32minfo ] Training complete train_loss=0.9163060784339905\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:10:40.084249Z [\u001B[32minfo ] Starting training dataset=4012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:11:51.185509Z [\u001B[32minfo ] Training complete train_loss=0.9163060784339905\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:11:51.192620Z [\u001b[32minfo ] Starting training dataset=4012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:13:01.870247Z [\u001b[32minfo ] Training complete train_loss=0.9452018737792969\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:11:51.192620Z [\u001B[32minfo ] Starting training dataset=4012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:13:01.870247Z [\u001B[32minfo ] Training complete train_loss=0.9452018737792969\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:13:01.878052Z [\u001b[32minfo ] Starting training dataset=4012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:14:12.270683Z [\u001b[32minfo ] Training complete train_loss=0.9404565095901489\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:14:12.276100Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:14:25.490276Z [\u001b[32minfo ] Evaluation complete test_loss=0.562659740447998\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:14:25.569134Z [\u001b[32minfo ] Start Predict dataset=45988\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:13:01.878052Z [\u001B[32minfo ] Starting training dataset=4012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:14:12.270683Z [\u001B[32minfo ] Training complete train_loss=0.9404565095901489\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:14:12.276100Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:14:25.490276Z [\u001B[32minfo ] Evaluation complete test_loss=0.562659740447998\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:14:25.569134Z [\u001B[32minfo ] Start Predict dataset=45988\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:30:03.646820Z [\u001b[32minfo ] Starting training dataset=4112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:31:13.466228Z [\u001b[32minfo ] Training complete train_loss=1.0031845569610596\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:30:03.646820Z [\u001B[32minfo ] Starting training dataset=4112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:31:13.466228Z [\u001B[32minfo ] Training complete train_loss=1.0031845569610596\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:31:13.472767Z [\u001b[32minfo ] Starting training dataset=4112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:32:23.173042Z [\u001b[32minfo ] Training complete train_loss=0.9533597230911255\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:31:13.472767Z [\u001B[32minfo ] Starting training dataset=4112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:32:23.173042Z [\u001B[32minfo ] Training complete train_loss=0.9533597230911255\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:32:23.179884Z [\u001b[32minfo ] Starting training dataset=4112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:33:33.078510Z [\u001b[32minfo ] Training complete train_loss=0.9691417217254639\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:32:23.179884Z [\u001B[32minfo ] Starting training dataset=4112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:33:33.078510Z [\u001B[32minfo ] Training complete train_loss=0.9691417217254639\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:33:33.084899Z [\u001b[32minfo ] Starting training dataset=4112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:34:42.771816Z [\u001b[32minfo ] Training complete train_loss=0.9820665717124939\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:33:33.084899Z [\u001B[32minfo ] Starting training dataset=4112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:34:42.771816Z [\u001B[32minfo ] Training complete train_loss=0.9820665717124939\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:34:42.778569Z [\u001b[32minfo ] Starting training dataset=4112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:35:52.866703Z [\u001b[32minfo ] Training complete train_loss=0.9796773195266724\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:35:52.871526Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:36:05.879288Z [\u001b[32minfo ] Evaluation complete test_loss=0.5647993087768555\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:36:05.885746Z [\u001b[32minfo ] Start Predict dataset=45888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:34:42.778569Z [\u001B[32minfo ] Starting training dataset=4112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:35:52.866703Z [\u001B[32minfo ] Training complete train_loss=0.9796773195266724\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:35:52.871526Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:36:05.879288Z [\u001B[32minfo ] Evaluation complete test_loss=0.5647993087768555\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:36:05.885746Z [\u001B[32minfo ] Start Predict dataset=45888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:51:29.489449Z [\u001b[32minfo ] Starting training dataset=4212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:52:40.770569Z [\u001b[32minfo ] Training complete train_loss=0.936839759349823\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:51:29.489449Z [\u001B[32minfo ] Starting training dataset=4212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:52:40.770569Z [\u001B[32minfo ] Training complete train_loss=0.936839759349823\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:52:40.778765Z [\u001b[32minfo ] Starting training dataset=4212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:55:02.783307Z [\u001b[32minfo ] Training complete train_loss=0.9478463530540466\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:52:40.778765Z [\u001B[32minfo ] Starting training dataset=4212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:55:02.783307Z [\u001B[32minfo ] Training complete train_loss=0.9478463530540466\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:55:02.789775Z [\u001b[32minfo ] Starting training dataset=4212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:56:14.090717Z [\u001b[32minfo ] Training complete train_loss=0.9612425565719604\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:55:02.789775Z [\u001B[32minfo ] Starting training dataset=4212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:56:14.090717Z [\u001B[32minfo ] Training complete train_loss=0.9612425565719604\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:56:14.168573Z [\u001b[32minfo ] Starting training dataset=4212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:57:24.880913Z [\u001b[32minfo ] Training complete train_loss=0.9398402571678162\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:57:24.885770Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:57:38.175341Z [\u001b[32minfo ] Evaluation complete test_loss=0.5565947890281677\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:57:38.182963Z [\u001b[32minfo ] Start Predict dataset=45788\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T03:56:14.168573Z [\u001B[32minfo ] Starting training dataset=4212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T03:57:24.880913Z [\u001B[32minfo ] Training complete train_loss=0.9398402571678162\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T03:57:24.885770Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T03:57:38.175341Z [\u001B[32minfo ] Evaluation complete test_loss=0.5565947890281677\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T03:57:38.182963Z [\u001B[32minfo ] Start Predict dataset=45788\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:12:59.505991Z [\u001b[32minfo ] Starting training dataset=4312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:14:11.385840Z [\u001b[32minfo ] Training complete train_loss=1.0070544481277466\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:12:59.505991Z [\u001B[32minfo ] Starting training dataset=4312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:14:11.385840Z [\u001B[32minfo ] Training complete train_loss=1.0070544481277466\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:14:11.393299Z [\u001b[32minfo ] Starting training dataset=4312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:15:23.470047Z [\u001b[32minfo ] Training complete train_loss=0.9844921231269836\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:14:11.393299Z [\u001B[32minfo ] Starting training dataset=4312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:15:23.470047Z [\u001B[32minfo ] Training complete train_loss=0.9844921231269836\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:15:23.476889Z [\u001b[32minfo ] Starting training dataset=4312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:16:35.675671Z [\u001b[32minfo ] Training complete train_loss=0.9934103488922119\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:15:23.476889Z [\u001B[32minfo ] Starting training dataset=4312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:16:35.675671Z [\u001B[32minfo ] Training complete train_loss=0.9934103488922119\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:16:35.682764Z [\u001b[32minfo ] Starting training dataset=4312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:17:50.472318Z [\u001b[32minfo ] Training complete train_loss=0.9531852602958679\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:16:35.682764Z [\u001B[32minfo ] Starting training dataset=4312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:17:50.472318Z [\u001B[32minfo ] Training complete train_loss=0.9531852602958679\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:17:50.479302Z [\u001b[32minfo ] Starting training dataset=4312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:19:05.178550Z [\u001b[32minfo ] Training complete train_loss=0.9936967492103577\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T04:19:05.184399Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T04:19:18.580249Z [\u001b[32minfo ] Evaluation complete test_loss=0.5665599703788757\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T04:19:18.586943Z [\u001b[32minfo ] Start Predict dataset=45688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:17:50.479302Z [\u001B[32minfo ] Starting training dataset=4312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:19:05.178550Z [\u001B[32minfo ] Training complete train_loss=0.9936967492103577\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T04:19:05.184399Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T04:19:18.580249Z [\u001B[32minfo ] Evaluation complete test_loss=0.5665599703788757\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T04:19:18.586943Z [\u001B[32minfo ] Start Predict dataset=45688\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:34:51.766049Z [\u001b[32minfo ] Starting training dataset=4412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:36:06.384482Z [\u001b[32minfo ] Training complete train_loss=0.9465316534042358\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:34:51.766049Z [\u001B[32minfo ] Starting training dataset=4412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:36:06.384482Z [\u001B[32minfo ] Training complete train_loss=0.9465316534042358\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:36:06.391749Z [\u001b[32minfo ] Starting training dataset=4412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:37:21.270006Z [\u001b[32minfo ] Training complete train_loss=0.9687955379486084\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:36:06.391749Z [\u001B[32minfo ] Starting training dataset=4412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:37:21.270006Z [\u001B[32minfo ] Training complete train_loss=0.9687955379486084\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:37:21.277308Z [\u001b[32minfo ] Starting training dataset=4412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:38:34.181247Z [\u001b[32minfo ] Training complete train_loss=0.9473304152488708\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:37:21.277308Z [\u001B[32minfo ] Starting training dataset=4412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:38:34.181247Z [\u001B[32minfo ] Training complete train_loss=0.9473304152488708\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:38:34.188378Z [\u001b[32minfo ] Starting training dataset=4412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:39:48.682254Z [\u001b[32minfo ] Training complete train_loss=0.9860917329788208\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:38:34.188378Z [\u001B[32minfo ] Starting training dataset=4412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:39:48.682254Z [\u001B[32minfo ] Training complete train_loss=0.9860917329788208\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:39:48.688619Z [\u001b[32minfo ] Starting training dataset=4412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:41:01.381298Z [\u001b[32minfo ] Training complete train_loss=0.9456995129585266\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T04:41:01.386213Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T04:41:14.570893Z [\u001b[32minfo ] Evaluation complete test_loss=0.5559056997299194\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T04:41:14.578396Z [\u001b[32minfo ] Start Predict dataset=45588\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:39:48.688619Z [\u001B[32minfo ] Starting training dataset=4412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:41:01.381298Z [\u001B[32minfo ] Training complete train_loss=0.9456995129585266\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T04:41:01.386213Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T04:41:14.570893Z [\u001B[32minfo ] Evaluation complete test_loss=0.5559056997299194\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T04:41:14.578396Z [\u001B[32minfo ] Start Predict dataset=45588\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:56:32.245143Z [\u001b[32minfo ] Starting training dataset=4512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:57:46.188021Z [\u001b[32minfo ] Training complete train_loss=0.9349108934402466\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:56:32.245143Z [\u001B[32minfo ] Starting training dataset=4512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:57:46.188021Z [\u001B[32minfo ] Training complete train_loss=0.9349108934402466\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:57:46.195296Z [\u001b[32minfo ] Starting training dataset=4512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:59:00.277858Z [\u001b[32minfo ] Training complete train_loss=0.974810779094696\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:57:46.195296Z [\u001B[32minfo ] Starting training dataset=4512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T04:59:00.277858Z [\u001B[32minfo ] Training complete train_loss=0.974810779094696\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:59:00.284605Z [\u001b[32minfo ] Starting training dataset=4512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:00:14.582182Z [\u001b[32minfo ] Training complete train_loss=0.9310106635093689\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T04:59:00.284605Z [\u001B[32minfo ] Starting training dataset=4512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:00:14.582182Z [\u001B[32minfo ] Training complete train_loss=0.9310106635093689\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:00:14.589957Z [\u001b[32minfo ] Starting training dataset=4512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:01:29.273130Z [\u001b[32minfo ] Training complete train_loss=0.9381789565086365\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:00:14.589957Z [\u001B[32minfo ] Starting training dataset=4512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:01:29.273130Z [\u001B[32minfo ] Training complete train_loss=0.9381789565086365\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:01:29.279718Z [\u001b[32minfo ] Starting training dataset=4512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:01:29.279718Z [\u001B[32minfo ] Starting training dataset=4512 epoch=10\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:18:11.286794Z [\u001b[32minfo ] Starting training dataset=4612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:19:27.672247Z [\u001b[32minfo ] Training complete train_loss=0.9956920742988586\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:18:11.286794Z [\u001B[32minfo ] Starting training dataset=4612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:19:27.672247Z [\u001B[32minfo ] Training complete train_loss=0.9956920742988586\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:19:27.679533Z [\u001b[32minfo ] Starting training dataset=4612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:20:44.580321Z [\u001b[32minfo ] Training complete train_loss=0.9173332452774048\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:19:27.679533Z [\u001B[32minfo ] Starting training dataset=4612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:20:44.580321Z [\u001B[32minfo ] Training complete train_loss=0.9173332452774048\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:20:44.587566Z [\u001b[32minfo ] Starting training dataset=4612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:22:01.084456Z [\u001b[32minfo ] Training complete train_loss=0.9863068461418152\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:20:44.587566Z [\u001B[32minfo ] Starting training dataset=4612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:22:01.084456Z [\u001B[32minfo ] Training complete train_loss=0.9863068461418152\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:22:01.091486Z [\u001b[32minfo ] Starting training dataset=4612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:23:18.674201Z [\u001b[32minfo ] Training complete train_loss=0.9764572381973267\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:22:01.091486Z [\u001B[32minfo ] Starting training dataset=4612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:23:18.674201Z [\u001B[32minfo ] Training complete train_loss=0.9764572381973267\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:23:18.681107Z [\u001b[32minfo ] Starting training dataset=4612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:24:35.480255Z [\u001b[32minfo ] Training complete train_loss=1.0168014764785767\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T05:24:35.485128Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T05:24:48.874589Z [\u001b[32minfo ] Evaluation complete test_loss=0.5520719289779663\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T05:24:48.881463Z [\u001b[32minfo ] Start Predict dataset=45388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:23:18.681107Z [\u001B[32minfo ] Starting training dataset=4612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:24:35.480255Z [\u001B[32minfo ] Training complete train_loss=1.0168014764785767\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T05:24:35.485128Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T05:24:48.874589Z [\u001B[32minfo ] Evaluation complete test_loss=0.5520719289779663\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T05:24:48.881463Z [\u001B[32minfo ] Start Predict dataset=45388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:40:04.304007Z [\u001b[32minfo ] Starting training dataset=4712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:41:21.974405Z [\u001b[32minfo ] Training complete train_loss=0.9784602522850037\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:40:04.304007Z [\u001B[32minfo ] Starting training dataset=4712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:41:21.974405Z [\u001B[32minfo ] Training complete train_loss=0.9784602522850037\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:41:21.981149Z [\u001b[32minfo ] Starting training dataset=4712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:42:39.381711Z [\u001b[32minfo ] Training complete train_loss=0.9848698973655701\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:41:21.981149Z [\u001B[32minfo ] Starting training dataset=4712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:42:39.381711Z [\u001B[32minfo ] Training complete train_loss=0.9848698973655701\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:42:39.388686Z [\u001b[32minfo ] Starting training dataset=4712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:43:57.482323Z [\u001b[32minfo ] Training complete train_loss=0.9804074168205261\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:42:39.388686Z [\u001B[32minfo ] Starting training dataset=4712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:43:57.482323Z [\u001B[32minfo ] Training complete train_loss=0.9804074168205261\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:43:57.489593Z [\u001b[32minfo ] Starting training dataset=4712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:45:14.773833Z [\u001b[32minfo ] Training complete train_loss=0.9591724276542664\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:43:57.489593Z [\u001B[32minfo ] Starting training dataset=4712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:45:14.773833Z [\u001B[32minfo ] Training complete train_loss=0.9591724276542664\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:45:14.781518Z [\u001b[32minfo ] Starting training dataset=4712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:46:33.281245Z [\u001b[32minfo ] Training complete train_loss=1.0082279443740845\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T05:46:33.286733Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T05:46:46.591746Z [\u001b[32minfo ] Evaluation complete test_loss=0.5615522861480713\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T05:46:46.665617Z [\u001b[32minfo ] Start Predict dataset=45288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T05:45:14.781518Z [\u001B[32minfo ] Starting training dataset=4712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T05:46:33.281245Z [\u001B[32minfo ] Training complete train_loss=1.0082279443740845\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T05:46:33.286733Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T05:46:46.591746Z [\u001B[32minfo ] Evaluation complete test_loss=0.5615522861480713\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T05:46:46.665617Z [\u001B[32minfo ] Start Predict dataset=45288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:01:59.899100Z [\u001b[32minfo ] Starting training dataset=4812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:03:19.880195Z [\u001b[32minfo ] Training complete train_loss=0.9809603691101074\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:01:59.899100Z [\u001B[32minfo ] Starting training dataset=4812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:03:19.880195Z [\u001B[32minfo ] Training complete train_loss=0.9809603691101074\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:03:19.888224Z [\u001b[32minfo ] Starting training dataset=4812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:04:39.375615Z [\u001b[32minfo ] Training complete train_loss=0.973745584487915\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:03:19.888224Z [\u001B[32minfo ] Starting training dataset=4812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:04:39.375615Z [\u001B[32minfo ] Training complete train_loss=0.973745584487915\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:04:39.383822Z [\u001b[32minfo ] Starting training dataset=4812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:05:58.485925Z [\u001b[32minfo ] Training complete train_loss=0.9743210673332214\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:04:39.383822Z [\u001B[32minfo ] Starting training dataset=4812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:05:58.485925Z [\u001B[32minfo ] Training complete train_loss=0.9743210673332214\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:05:58.493312Z [\u001b[32minfo ] Starting training dataset=4812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:07:17.076932Z [\u001b[32minfo ] Training complete train_loss=0.91501784324646\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:05:58.493312Z [\u001B[32minfo ] Starting training dataset=4812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:07:17.076932Z [\u001B[32minfo ] Training complete train_loss=0.91501784324646\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:07:17.083588Z [\u001b[32minfo ] Starting training dataset=4812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:08:35.989119Z [\u001b[32minfo ] Training complete train_loss=0.9752476215362549\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:08:35.995117Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:08:49.377772Z [\u001b[32minfo ] Evaluation complete test_loss=0.5705881118774414\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:08:49.385668Z [\u001b[32minfo ] Start Predict dataset=45188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:07:17.083588Z [\u001B[32minfo ] Starting training dataset=4812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:08:35.989119Z [\u001B[32minfo ] Training complete train_loss=0.9752476215362549\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:08:35.995117Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:08:49.377772Z [\u001B[32minfo ] Evaluation complete test_loss=0.5705881118774414\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:08:49.385668Z [\u001B[32minfo ] Start Predict dataset=45188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:23:59.766065Z [\u001b[32minfo ] Starting training dataset=4912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:25:20.285377Z [\u001b[32minfo ] Training complete train_loss=0.9525318741798401\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:23:59.766065Z [\u001B[32minfo ] Starting training dataset=4912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:25:20.285377Z [\u001B[32minfo ] Training complete train_loss=0.9525318741798401\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:25:20.293520Z [\u001b[32minfo ] Starting training dataset=4912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:26:39.891338Z [\u001b[32minfo ] Training complete train_loss=0.9308268427848816\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:25:20.293520Z [\u001B[32minfo ] Starting training dataset=4912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:26:39.891338Z [\u001B[32minfo ] Training complete train_loss=0.9308268427848816\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:26:39.970277Z [\u001b[32minfo ] Starting training dataset=4912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:27:59.877774Z [\u001b[32minfo ] Training complete train_loss=0.9380195140838623\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:26:39.970277Z [\u001B[32minfo ] Starting training dataset=4912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:27:59.877774Z [\u001B[32minfo ] Training complete train_loss=0.9380195140838623\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:27:59.885615Z [\u001b[32minfo ] Starting training dataset=4912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:29:19.772513Z [\u001b[32minfo ] Training complete train_loss=0.9800739288330078\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:27:59.885615Z [\u001B[32minfo ] Starting training dataset=4912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:29:19.772513Z [\u001B[32minfo ] Training complete train_loss=0.9800739288330078\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:29:19.780060Z [\u001b[32minfo ] Starting training dataset=4912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:30:40.389743Z [\u001b[32minfo ] Training complete train_loss=0.9535344243049622\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:30:40.395101Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:30:53.871705Z [\u001b[32minfo ] Evaluation complete test_loss=0.5377533435821533\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:30:53.879359Z [\u001b[32minfo ] Start Predict dataset=45088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:29:19.780060Z [\u001B[32minfo ] Starting training dataset=4912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:30:40.389743Z [\u001B[32minfo ] Training complete train_loss=0.9535344243049622\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:30:40.395101Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:30:53.871705Z [\u001B[32minfo ] Evaluation complete test_loss=0.5377533435821533\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:30:53.879359Z [\u001B[32minfo ] Start Predict dataset=45088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:46:03.495772Z [\u001b[32minfo ] Starting training dataset=5012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:47:24.584999Z [\u001b[32minfo ] Training complete train_loss=0.9156500697135925\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:46:03.495772Z [\u001B[32minfo ] Starting training dataset=5012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:47:24.584999Z [\u001B[32minfo ] Training complete train_loss=0.9156500697135925\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:47:24.591922Z [\u001b[32minfo ] Starting training dataset=5012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:48:45.286743Z [\u001b[32minfo ] Training complete train_loss=0.9553552269935608\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:47:24.591922Z [\u001B[32minfo ] Starting training dataset=5012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:48:45.286743Z [\u001B[32minfo ] Training complete train_loss=0.9553552269935608\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:48:45.294576Z [\u001b[32minfo ] Starting training dataset=5012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:50:05.775591Z [\u001b[32minfo ] Training complete train_loss=0.9296905994415283\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:48:45.294576Z [\u001B[32minfo ] Starting training dataset=5012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:50:05.775591Z [\u001B[32minfo ] Training complete train_loss=0.9296905994415283\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:50:05.783333Z [\u001b[32minfo ] Starting training dataset=5012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:51:26.690279Z [\u001b[32minfo ] Training complete train_loss=0.9139729738235474\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:50:05.783333Z [\u001B[32minfo ] Starting training dataset=5012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:51:26.690279Z [\u001B[32minfo ] Training complete train_loss=0.9139729738235474\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:51:26.697377Z [\u001b[32minfo ] Starting training dataset=5012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:52:47.585409Z [\u001b[32minfo ] Training complete train_loss=0.9346900582313538\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:52:47.591531Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:53:00.973940Z [\u001b[32minfo ] Evaluation complete test_loss=0.5232065320014954\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:53:00.981762Z [\u001b[32minfo ] Start Predict dataset=44988\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T06:51:26.697377Z [\u001B[32minfo ] Starting training dataset=5012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T06:52:47.585409Z [\u001B[32minfo ] Training complete train_loss=0.9346900582313538\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T06:52:47.591531Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T06:53:00.973940Z [\u001B[32minfo ] Evaluation complete test_loss=0.5232065320014954\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T06:53:00.981762Z [\u001B[32minfo ] Start Predict dataset=44988\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:08:07.516317Z [\u001b[32minfo ] Starting training dataset=5112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:09:28.877012Z [\u001b[32minfo ] Training complete train_loss=0.9632118940353394\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:08:07.516317Z [\u001B[32minfo ] Starting training dataset=5112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:09:28.877012Z [\u001B[32minfo ] Training complete train_loss=0.9632118940353394\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:09:28.884978Z [\u001b[32minfo ] Starting training dataset=5112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:10:50.481289Z [\u001b[32minfo ] Training complete train_loss=0.8998667597770691\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:09:28.884978Z [\u001B[32minfo ] Starting training dataset=5112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:10:50.481289Z [\u001B[32minfo ] Training complete train_loss=0.8998667597770691\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:10:50.489168Z [\u001b[32minfo ] Starting training dataset=5112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:12:12.371390Z [\u001b[32minfo ] Training complete train_loss=0.9703662991523743\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:10:50.489168Z [\u001B[32minfo ] Starting training dataset=5112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:12:12.371390Z [\u001B[32minfo ] Training complete train_loss=0.9703662991523743\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:12:12.378297Z [\u001b[32minfo ] Starting training dataset=5112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:13:34.783263Z [\u001b[32minfo ] Training complete train_loss=0.911615252494812\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:12:12.378297Z [\u001B[32minfo ] Starting training dataset=5112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:13:34.783263Z [\u001B[32minfo ] Training complete train_loss=0.911615252494812\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:13:34.790932Z [\u001b[32minfo ] Starting training dataset=5112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:14:57.593475Z [\u001b[32minfo ] Training complete train_loss=0.9733651280403137\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:14:57.666507Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:15:10.972475Z [\u001b[32minfo ] Evaluation complete test_loss=0.5270566344261169\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:15:10.979908Z [\u001b[32minfo ] Start Predict dataset=44888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:13:34.790932Z [\u001B[32minfo ] Starting training dataset=5112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:14:57.593475Z [\u001B[32minfo ] Training complete train_loss=0.9733651280403137\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:14:57.666507Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:15:10.972475Z [\u001B[32minfo ] Evaluation complete test_loss=0.5270566344261169\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:15:10.979908Z [\u001B[32minfo ] Start Predict dataset=44888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:30:15.747722Z [\u001b[32minfo ] Starting training dataset=5212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:31:38.673276Z [\u001b[32minfo ] Training complete train_loss=0.8865935802459717\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:30:15.747722Z [\u001B[32minfo ] Starting training dataset=5212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:31:38.673276Z [\u001B[32minfo ] Training complete train_loss=0.8865935802459717\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:31:38.680685Z [\u001b[32minfo ] Starting training dataset=5212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:33:01.991828Z [\u001b[32minfo ] Training complete train_loss=0.9334018230438232\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:31:38.680685Z [\u001B[32minfo ] Starting training dataset=5212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:33:01.991828Z [\u001B[32minfo ] Training complete train_loss=0.9334018230438232\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:33:02.072821Z [\u001b[32minfo ] Starting training dataset=5212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:34:24.690463Z [\u001b[32minfo ] Training complete train_loss=0.9533438682556152\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:33:02.072821Z [\u001B[32minfo ] Starting training dataset=5212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:34:24.690463Z [\u001B[32minfo ] Training complete train_loss=0.9533438682556152\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:34:24.765045Z [\u001b[32minfo ] Starting training dataset=5212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:35:48.084328Z [\u001b[32minfo ] Training complete train_loss=0.9691643118858337\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:34:24.765045Z [\u001B[32minfo ] Starting training dataset=5212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:35:48.084328Z [\u001B[32minfo ] Training complete train_loss=0.9691643118858337\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:35:48.091523Z [\u001b[32minfo ] Starting training dataset=5212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:37:10.381950Z [\u001b[32minfo ] Training complete train_loss=0.9655492305755615\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:37:10.387022Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:37:23.881587Z [\u001b[32minfo ] Evaluation complete test_loss=0.5173717141151428\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:37:23.888603Z [\u001b[32minfo ] Start Predict dataset=44788\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:35:48.091523Z [\u001B[32minfo ] Starting training dataset=5212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:37:10.381950Z [\u001B[32minfo ] Training complete train_loss=0.9655492305755615\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:37:10.387022Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:37:23.881587Z [\u001B[32minfo ] Evaluation complete test_loss=0.5173717141151428\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:37:23.888603Z [\u001B[32minfo ] Start Predict dataset=44788\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:52:26.318401Z [\u001b[32minfo ] Starting training dataset=5312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:53:50.090727Z [\u001b[32minfo ] Training complete train_loss=0.9988188147544861\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:52:26.318401Z [\u001B[32minfo ] Starting training dataset=5312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:53:50.090727Z [\u001B[32minfo ] Training complete train_loss=0.9988188147544861\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:53:50.166640Z [\u001b[32minfo ] Starting training dataset=5312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:55:13.680111Z [\u001b[32minfo ] Training complete train_loss=0.9845055341720581\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:53:50.166640Z [\u001B[32minfo ] Starting training dataset=5312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:55:13.680111Z [\u001B[32minfo ] Training complete train_loss=0.9845055341720581\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:55:13.687638Z [\u001b[32minfo ] Starting training dataset=5312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:56:38.190458Z [\u001b[32minfo ] Training complete train_loss=0.9391801357269287\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:55:13.687638Z [\u001B[32minfo ] Starting training dataset=5312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:56:38.190458Z [\u001B[32minfo ] Training complete train_loss=0.9391801357269287\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:56:38.268577Z [\u001b[32minfo ] Starting training dataset=5312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:58:02.480110Z [\u001b[32minfo ] Training complete train_loss=0.9259323477745056\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:56:38.268577Z [\u001B[32minfo ] Starting training dataset=5312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:58:02.480110Z [\u001B[32minfo ] Training complete train_loss=0.9259323477745056\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:58:02.486874Z [\u001b[32minfo ] Starting training dataset=5312 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:59:26.789141Z [\u001b[32minfo ] Training complete train_loss=0.9599472284317017\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:59:26.794346Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:59:40.283603Z [\u001b[32minfo ] Evaluation complete test_loss=0.5252811908721924\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:59:40.292579Z [\u001b[32minfo ] Start Predict dataset=44688\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T07:58:02.486874Z [\u001B[32minfo ] Starting training dataset=5312 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T07:59:26.789141Z [\u001B[32minfo ] Training complete train_loss=0.9599472284317017\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T07:59:26.794346Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T07:59:40.283603Z [\u001B[32minfo ] Evaluation complete test_loss=0.5252811908721924\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T07:59:40.292579Z [\u001B[32minfo ] Start Predict dataset=44688\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:14:41.452168Z [\u001b[32minfo ] Starting training dataset=5412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:16:06.479870Z [\u001b[32minfo ] Training complete train_loss=0.9627469182014465\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:14:41.452168Z [\u001B[32minfo ] Starting training dataset=5412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:16:06.479870Z [\u001B[32minfo ] Training complete train_loss=0.9627469182014465\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:16:06.487092Z [\u001b[32minfo ] Starting training dataset=5412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:17:32.184454Z [\u001b[32minfo ] Training complete train_loss=0.9845385551452637\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:16:06.487092Z [\u001B[32minfo ] Starting training dataset=5412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:17:32.184454Z [\u001B[32minfo ] Training complete train_loss=0.9845385551452637\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:17:32.193680Z [\u001b[32minfo ] Starting training dataset=5412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:18:58.381604Z [\u001b[32minfo ] Training complete train_loss=0.9816064238548279\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:17:32.193680Z [\u001B[32minfo ] Starting training dataset=5412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:18:58.381604Z [\u001B[32minfo ] Training complete train_loss=0.9816064238548279\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:18:58.389140Z [\u001b[32minfo ] Starting training dataset=5412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:20:23.482114Z [\u001b[32minfo ] Training complete train_loss=0.9480637311935425\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:18:58.389140Z [\u001B[32minfo ] Starting training dataset=5412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:20:23.482114Z [\u001B[32minfo ] Training complete train_loss=0.9480637311935425\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:20:23.489218Z [\u001b[32minfo ] Starting training dataset=5412 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:21:48.982720Z [\u001b[32minfo ] Training complete train_loss=0.9441766142845154\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T08:21:48.988076Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T08:22:02.376927Z [\u001b[32minfo ] Evaluation complete test_loss=0.5122457146644592\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T08:22:02.384138Z [\u001b[32minfo ] Start Predict dataset=44588\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:20:23.489218Z [\u001B[32minfo ] Starting training dataset=5412 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:21:48.982720Z [\u001B[32minfo ] Training complete train_loss=0.9441766142845154\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T08:21:48.988076Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T08:22:02.376927Z [\u001B[32minfo ] Evaluation complete test_loss=0.5122457146644592\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T08:22:02.384138Z [\u001B[32minfo ] Start Predict dataset=44588\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:36:59.422635Z [\u001b[32minfo ] Starting training dataset=5512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:38:25.077782Z [\u001b[32minfo ] Training complete train_loss=0.9657859206199646\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:36:59.422635Z [\u001B[32minfo ] Starting training dataset=5512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:38:25.077782Z [\u001B[32minfo ] Training complete train_loss=0.9657859206199646\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:38:25.084857Z [\u001b[32minfo ] Starting training dataset=5512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:39:51.477342Z [\u001b[32minfo ] Training complete train_loss=0.9360918402671814\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:38:25.084857Z [\u001B[32minfo ] Starting training dataset=5512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:39:51.477342Z [\u001B[32minfo ] Training complete train_loss=0.9360918402671814\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:39:51.483954Z [\u001b[32minfo ] Starting training dataset=5512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:41:17.575167Z [\u001b[32minfo ] Training complete train_loss=0.938201904296875\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:39:51.483954Z [\u001B[32minfo ] Starting training dataset=5512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:41:17.575167Z [\u001B[32minfo ] Training complete train_loss=0.938201904296875\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:41:17.582039Z [\u001b[32minfo ] Starting training dataset=5512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:42:44.375687Z [\u001b[32minfo ] Training complete train_loss=0.9420015811920166\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:41:17.582039Z [\u001B[32minfo ] Starting training dataset=5512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:42:44.375687Z [\u001B[32minfo ] Training complete train_loss=0.9420015811920166\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:42:44.383021Z [\u001b[32minfo ] Starting training dataset=5512 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:44:09.980322Z [\u001b[32minfo ] Training complete train_loss=0.9979342222213745\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T08:44:09.985577Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T08:44:23.583289Z [\u001b[32minfo ] Evaluation complete test_loss=0.5096003413200378\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T08:44:23.592039Z [\u001b[32minfo ] Start Predict dataset=44488\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:42:44.383021Z [\u001B[32minfo ] Starting training dataset=5512 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T08:44:09.980322Z [\u001B[32minfo ] Training complete train_loss=0.9979342222213745\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T08:44:09.985577Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T08:44:23.583289Z [\u001B[32minfo ] Evaluation complete test_loss=0.5096003413200378\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T08:44:23.592039Z [\u001B[32minfo ] Start Predict dataset=44488\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:59:20.005780Z [\u001b[32minfo ] Starting training dataset=5612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:00:47.983898Z [\u001b[32minfo ] Training complete train_loss=0.9347040057182312\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T08:59:20.005780Z [\u001B[32minfo ] Starting training dataset=5612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:00:47.983898Z [\u001B[32minfo ] Training complete train_loss=0.9347040057182312\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:00:47.992177Z [\u001b[32minfo ] Starting training dataset=5612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:02:14.675232Z [\u001b[32minfo ] Training complete train_loss=0.9421486258506775\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:00:47.992177Z [\u001B[32minfo ] Starting training dataset=5612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:02:14.675232Z [\u001B[32minfo ] Training complete train_loss=0.9421486258506775\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:02:14.682607Z [\u001b[32minfo ] Starting training dataset=5612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:03:42.471977Z [\u001b[32minfo ] Training complete train_loss=0.9339758157730103\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:02:14.682607Z [\u001B[32minfo ] Starting training dataset=5612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:03:42.471977Z [\u001B[32minfo ] Training complete train_loss=0.9339758157730103\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:03:42.478964Z [\u001b[32minfo ] Starting training dataset=5612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:05:09.588801Z [\u001b[32minfo ] Training complete train_loss=0.940785825252533\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:03:42.478964Z [\u001B[32minfo ] Starting training dataset=5612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:05:09.588801Z [\u001B[32minfo ] Training complete train_loss=0.940785825252533\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:05:09.596157Z [\u001b[32minfo ] Starting training dataset=5612 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:06:36.388508Z [\u001b[32minfo ] Training complete train_loss=0.9172220230102539\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:06:36.394159Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:06:49.779906Z [\u001b[32minfo ] Evaluation complete test_loss=0.5034990906715393\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:06:49.787079Z [\u001b[32minfo ] Start Predict dataset=44388\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:05:09.596157Z [\u001B[32minfo ] Starting training dataset=5612 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:06:36.388508Z [\u001B[32minfo ] Training complete train_loss=0.9172220230102539\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:06:36.394159Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:06:49.779906Z [\u001B[32minfo ] Evaluation complete test_loss=0.5034990906715393\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:06:49.787079Z [\u001B[32minfo ] Start Predict dataset=44388\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:21:42.877712Z [\u001b[32minfo ] Starting training dataset=5712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:23:11.072422Z [\u001b[32minfo ] Training complete train_loss=0.9773575663566589\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:21:42.877712Z [\u001B[32minfo ] Starting training dataset=5712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:23:11.072422Z [\u001B[32minfo ] Training complete train_loss=0.9773575663566589\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:23:11.080054Z [\u001b[32minfo ] Starting training dataset=5712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:24:39.979758Z [\u001b[32minfo ] Training complete train_loss=0.9121693968772888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:23:11.080054Z [\u001B[32minfo ] Starting training dataset=5712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:24:39.979758Z [\u001B[32minfo ] Training complete train_loss=0.9121693968772888\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:24:39.986819Z [\u001b[32minfo ] Starting training dataset=5712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:26:08.273716Z [\u001b[32minfo ] Training complete train_loss=0.9608463644981384\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:24:39.986819Z [\u001B[32minfo ] Starting training dataset=5712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:26:08.273716Z [\u001B[32minfo ] Training complete train_loss=0.9608463644981384\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:26:08.282000Z [\u001b[32minfo ] Starting training dataset=5712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:27:36.386442Z [\u001b[32minfo ] Training complete train_loss=0.9310780167579651\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:26:08.282000Z [\u001B[32minfo ] Starting training dataset=5712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:27:36.386442Z [\u001B[32minfo ] Training complete train_loss=0.9310780167579651\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:27:36.393392Z [\u001b[32minfo ] Starting training dataset=5712 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:29:04.675088Z [\u001b[32minfo ] Training complete train_loss=0.9387174844741821\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:29:04.681026Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:29:18.473080Z [\u001b[32minfo ] Evaluation complete test_loss=0.502855658531189\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:29:18.480180Z [\u001b[32minfo ] Start Predict dataset=44288\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:27:36.393392Z [\u001B[32minfo ] Starting training dataset=5712 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:29:04.675088Z [\u001B[32minfo ] Training complete train_loss=0.9387174844741821\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:29:04.681026Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:29:18.473080Z [\u001B[32minfo ] Evaluation complete test_loss=0.502855658531189\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:29:18.480180Z [\u001B[32minfo ] Start Predict dataset=44288\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:44:11.984106Z [\u001b[32minfo ] Starting training dataset=5812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:45:41.684589Z [\u001b[32minfo ] Training complete train_loss=0.9386858940124512\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:44:11.984106Z [\u001B[32minfo ] Starting training dataset=5812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:45:41.684589Z [\u001B[32minfo ] Training complete train_loss=0.9386858940124512\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:45:41.691708Z [\u001b[32minfo ] Starting training dataset=5812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:47:11.889461Z [\u001b[32minfo ] Training complete train_loss=0.9746957421302795\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:45:41.691708Z [\u001B[32minfo ] Starting training dataset=5812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:47:11.889461Z [\u001B[32minfo ] Training complete train_loss=0.9746957421302795\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:47:11.896628Z [\u001b[32minfo ] Starting training dataset=5812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:48:41.878885Z [\u001b[32minfo ] Training complete train_loss=0.9614348411560059\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:47:11.896628Z [\u001B[32minfo ] Starting training dataset=5812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:48:41.878885Z [\u001B[32minfo ] Training complete train_loss=0.9614348411560059\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:48:41.885215Z [\u001b[32minfo ] Starting training dataset=5812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:50:10.674407Z [\u001b[32minfo ] Training complete train_loss=0.9561299681663513\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:48:41.885215Z [\u001B[32minfo ] Starting training dataset=5812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:50:10.674407Z [\u001B[32minfo ] Training complete train_loss=0.9561299681663513\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:50:10.680954Z [\u001b[32minfo ] Starting training dataset=5812 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:51:40.788730Z [\u001b[32minfo ] Training complete train_loss=0.9587898850440979\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:51:40.794217Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:51:54.684919Z [\u001b[32minfo ] Evaluation complete test_loss=0.506767749786377\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:51:54.692014Z [\u001b[32minfo ] Start Predict dataset=44188\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T09:50:10.680954Z [\u001B[32minfo ] Starting training dataset=5812 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T09:51:40.788730Z [\u001B[32minfo ] Training complete train_loss=0.9587898850440979\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T09:51:40.794217Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T09:51:54.684919Z [\u001B[32minfo ] Evaluation complete test_loss=0.506767749786377\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T09:51:54.692014Z [\u001B[32minfo ] Start Predict dataset=44188\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:06:42.728074Z [\u001b[32minfo ] Starting training dataset=5912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:08:13.492879Z [\u001b[32minfo ] Training complete train_loss=0.9357155561447144\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:06:42.728074Z [\u001B[32minfo ] Starting training dataset=5912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:08:13.492879Z [\u001B[32minfo ] Training complete train_loss=0.9357155561447144\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:08:13.571886Z [\u001b[32minfo ] Starting training dataset=5912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:09:43.775531Z [\u001b[32minfo ] Training complete train_loss=0.928965151309967\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:08:13.571886Z [\u001B[32minfo ] Starting training dataset=5912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:09:43.775531Z [\u001B[32minfo ] Training complete train_loss=0.928965151309967\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:09:43.783025Z [\u001b[32minfo ] Starting training dataset=5912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:11:15.290185Z [\u001b[32minfo ] Training complete train_loss=0.9106123447418213\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:09:43.783025Z [\u001B[32minfo ] Starting training dataset=5912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:11:15.290185Z [\u001B[32minfo ] Training complete train_loss=0.9106123447418213\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:11:15.366495Z [\u001b[32minfo ] Starting training dataset=5912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:12:46.477856Z [\u001b[32minfo ] Training complete train_loss=0.9481375813484192\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:11:15.366495Z [\u001B[32minfo ] Starting training dataset=5912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:12:46.477856Z [\u001B[32minfo ] Training complete train_loss=0.9481375813484192\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:12:46.484984Z [\u001b[32minfo ] Starting training dataset=5912 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:14:20.480515Z [\u001b[32minfo ] Training complete train_loss=0.9085630774497986\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T10:14:20.485748Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T10:14:34.189367Z [\u001b[32minfo ] Evaluation complete test_loss=0.4975428879261017\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T10:14:34.198983Z [\u001b[32minfo ] Start Predict dataset=44088\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:12:46.484984Z [\u001B[32minfo ] Starting training dataset=5912 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:14:20.480515Z [\u001B[32minfo ] Training complete train_loss=0.9085630774497986\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T10:14:20.485748Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T10:14:34.189367Z [\u001B[32minfo ] Evaluation complete test_loss=0.4975428879261017\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T10:14:34.198983Z [\u001B[32minfo ] Start Predict dataset=44088\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:29:23.082284Z [\u001b[32minfo ] Starting training dataset=6012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:30:54.879188Z [\u001b[32minfo ] Training complete train_loss=0.9179600477218628\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:29:23.082284Z [\u001B[32minfo ] Starting training dataset=6012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:30:54.879188Z [\u001B[32minfo ] Training complete train_loss=0.9179600477218628\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:30:54.885979Z [\u001b[32minfo ] Starting training dataset=6012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:32:27.188698Z [\u001b[32minfo ] Training complete train_loss=0.954762876033783\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:30:54.885979Z [\u001B[32minfo ] Starting training dataset=6012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:32:27.188698Z [\u001B[32minfo ] Training complete train_loss=0.954762876033783\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:32:27.196154Z [\u001b[32minfo ] Starting training dataset=6012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:33:58.874241Z [\u001b[32minfo ] Training complete train_loss=0.9262583255767822\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:32:27.196154Z [\u001B[32minfo ] Starting training dataset=6012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:33:58.874241Z [\u001B[32minfo ] Training complete train_loss=0.9262583255767822\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:33:58.881235Z [\u001b[32minfo ] Starting training dataset=6012 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:35:30.088966Z [\u001b[32minfo ] Training complete train_loss=0.9067783951759338\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:33:58.881235Z [\u001B[32minfo ] Starting training dataset=6012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:35:30.088966Z [\u001B[32minfo ] Training complete train_loss=0.9067783951759338\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:35:30.096937Z [\u001b[32minfo ] Starting training dataset=6012 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:35:30.096937Z [\u001B[32minfo ] Starting training dataset=6012 epoch=10\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:51:59.151384Z [\u001b[32minfo ] Starting training dataset=6112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:53:36.383207Z [\u001b[32minfo ] Training complete train_loss=0.9925647974014282\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:51:59.151384Z [\u001B[32minfo ] Starting training dataset=6112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:53:36.383207Z [\u001B[32minfo ] Training complete train_loss=0.9925647974014282\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:53:36.391280Z [\u001b[32minfo ] Starting training dataset=6112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:55:12.673108Z [\u001b[32minfo ] Training complete train_loss=0.9393655061721802\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:53:36.391280Z [\u001B[32minfo ] Starting training dataset=6112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:55:12.673108Z [\u001B[32minfo ] Training complete train_loss=0.9393655061721802\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:55:12.681112Z [\u001b[32minfo ] Starting training dataset=6112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:56:49.685065Z [\u001b[32minfo ] Training complete train_loss=0.9082939028739929\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:55:12.681112Z [\u001B[32minfo ] Starting training dataset=6112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:56:49.685065Z [\u001B[32minfo ] Training complete train_loss=0.9082939028739929\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:56:49.692182Z [\u001b[32minfo ] Starting training dataset=6112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:58:26.181962Z [\u001b[32minfo ] Training complete train_loss=0.9237620830535889\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:56:49.692182Z [\u001B[32minfo ] Starting training dataset=6112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T10:58:26.181962Z [\u001B[32minfo ] Training complete train_loss=0.9237620830535889\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:58:26.189559Z [\u001b[32minfo ] Starting training dataset=6112 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:00:00.983051Z [\u001b[32minfo ] Training complete train_loss=0.9448640942573547\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T11:00:00.988386Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T11:00:14.479037Z [\u001b[32minfo ] Evaluation complete test_loss=0.5105274319648743\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T11:00:14.485896Z [\u001b[32minfo ] Start Predict dataset=43888\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T10:58:26.189559Z [\u001B[32minfo ] Starting training dataset=6112 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:00:00.983051Z [\u001B[32minfo ] Training complete train_loss=0.9448640942573547\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T11:00:00.988386Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T11:00:14.479037Z [\u001B[32minfo ] Evaluation complete test_loss=0.5105274319648743\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T11:00:14.485896Z [\u001B[32minfo ] Start Predict dataset=43888\n", "Training model 0\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:14:56.388463Z [\u001b[32minfo ] Starting training dataset=6212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:16:28.581044Z [\u001b[32minfo ] Training complete train_loss=0.9154177308082581\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:14:56.388463Z [\u001B[32minfo ] Starting training dataset=6212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:16:28.581044Z [\u001B[32minfo ] Training complete train_loss=0.9154177308082581\n", "Training model 1\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:16:28.587949Z [\u001b[32minfo ] Starting training dataset=6212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:18:00.773198Z [\u001b[32minfo ] Training complete train_loss=0.9639526605606079\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:16:28.587949Z [\u001B[32minfo ] Starting training dataset=6212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:18:00.773198Z [\u001B[32minfo ] Training complete train_loss=0.9639526605606079\n", "Training model 2\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:18:00.780174Z [\u001b[32minfo ] Starting training dataset=6212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:19:33.565889Z [\u001b[32minfo ] Training complete train_loss=1.0114784240722656\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:18:00.780174Z [\u001B[32minfo ] Starting training dataset=6212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:19:33.565889Z [\u001B[32minfo ] Training complete train_loss=1.0114784240722656\n", "Training model 3\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:19:33.573952Z [\u001b[32minfo ] Starting training dataset=6212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:21:08.172122Z [\u001b[32minfo ] Training complete train_loss=0.932121217250824\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:19:33.573952Z [\u001B[32minfo ] Starting training dataset=6212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:21:08.172122Z [\u001B[32minfo ] Training complete train_loss=0.932121217250824\n", "Training model 4\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:21:08.179191Z [\u001b[32minfo ] Starting training dataset=6212 epoch=10\n", - "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:22:41.977505Z [\u001b[32minfo ] Training complete train_loss=0.9630128741264343\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T11:22:41.984938Z [\u001b[32minfo ] Starting evaluating dataset=10000\n", - "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T11:22:55.375432Z [\u001b[32minfo ] Evaluation complete test_loss=0.4921897053718567\n", - "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T11:22:55.382629Z [\u001b[32minfo ] Start Predict dataset=43788\n" + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:109] 2021-07-29T11:21:08.179191Z [\u001B[32minfo ] Starting training dataset=6212 epoch=10\n", + "[14095-MainThread] [baal.modelwrapper:train_on_dataset:119] 2021-07-29T11:22:41.977505Z [\u001B[32minfo ] Training complete train_loss=0.9630128741264343\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:147] 2021-07-29T11:22:41.984938Z [\u001B[32minfo ] Starting evaluating dataset=10000\n", + "[14095-MainThread] [baal.modelwrapper:test_on_dataset:156] 2021-07-29T11:22:55.375432Z [\u001B[32minfo ] Evaluation complete test_loss=0.4921897053718567\n", + "[14095-MainThread] [baal.modelwrapper:predict_on_dataset_generator:241] 2021-07-29T11:22:55.382629Z [\u001B[32minfo ] Start Predict dataset=43788\n" ] } ], @@ -1352,4 +1352,4 @@ }, "nbformat": 4, "nbformat_minor": 4 -} +} \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index af8d981f..2534d5b8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "baal" -version = "1.4.0" +version = "1.5.0" description = "Library to enable Bayesian active learning in your research or labeling work." authors = ["Parmida Atighehchian ", "Frederic Branchaud-Charron ",