diff --git a/.gitignore b/.gitignore index bb5f112..53e2cee 100755 --- a/.gitignore +++ b/.gitignore @@ -1,10 +1,12 @@ /higher/data /higher/samples /higher/doc -/Gradient-Descent-The-Ultimate-Optimizer/data -/FAR-HO/data +/Old/Gradient-Descent-The-Ultimate-Optimizer/data +/Old/FAR-HO/data +/Old/salvador/data /__pycache__ +/higher/higher.egg-info/ *.pyo *.pyc *~ diff --git a/FAR-HO/augmentation_transforms.py b/Old/FAR-HO/augmentation_transforms.py similarity index 100% rename from FAR-HO/augmentation_transforms.py rename to Old/FAR-HO/augmentation_transforms.py diff --git a/FAR-HO/blue_utils.py b/Old/FAR-HO/blue_utils.py similarity index 100% rename from FAR-HO/blue_utils.py rename to Old/FAR-HO/blue_utils.py diff --git a/FAR-HO/far_pba_cifar.py b/Old/FAR-HO/far_pba_cifar.py similarity index 100% rename from FAR-HO/far_pba_cifar.py rename to Old/FAR-HO/far_pba_cifar.py diff --git a/FAR-HO/test.py b/Old/FAR-HO/test.py similarity index 100% rename from FAR-HO/test.py rename to Old/FAR-HO/test.py diff --git a/FAR-HO/test_cnn.py b/Old/FAR-HO/test_cnn.py similarity index 100% rename from FAR-HO/test_cnn.py rename to Old/FAR-HO/test_cnn.py diff --git a/FAR-HO/test_cnn_aug.py b/Old/FAR-HO/test_cnn_aug.py similarity index 100% rename from FAR-HO/test_cnn_aug.py rename to Old/FAR-HO/test_cnn_aug.py diff --git a/FAR-HO/test_fc.py b/Old/FAR-HO/test_fc.py similarity index 100% rename from FAR-HO/test_fc.py rename to Old/FAR-HO/test_fc.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/.gitignore b/Old/Gradient-Descent-The-Ultimate-Optimizer/.gitignore similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/.gitignore rename to Old/Gradient-Descent-The-Ultimate-Optimizer/.gitignore diff --git a/Gradient-Descent-The-Ultimate-Optimizer/20190929-paper.pdf b/Old/Gradient-Descent-The-Ultimate-Optimizer/20190929-paper.pdf similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/20190929-paper.pdf rename to Old/Gradient-Descent-The-Ultimate-Optimizer/20190929-paper.pdf diff --git a/Gradient-Descent-The-Ultimate-Optimizer/README.md b/Old/Gradient-Descent-The-Ultimate-Optimizer/README.md similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/README.md rename to Old/Gradient-Descent-The-Ultimate-Optimizer/README.md diff --git a/Gradient-Descent-The-Ultimate-Optimizer/data_aug.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/data_aug.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/data_aug.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/data_aug.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/dataset_aug.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug_v2.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug_v2.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/dataset_aug_v2.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/dataset_aug_v2.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/graph/graph b/Old/Gradient-Descent-The-Ultimate-Optimizer/graph/graph similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/graph/graph rename to Old/Gradient-Descent-The-Ultimate-Optimizer/graph/graph diff --git a/Gradient-Descent-The-Ultimate-Optimizer/graph/graph.svg b/Old/Gradient-Descent-The-Ultimate-Optimizer/graph/graph.svg similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/graph/graph.svg rename to Old/Gradient-Descent-The-Ultimate-Optimizer/graph/graph.svg diff --git a/Gradient-Descent-The-Ultimate-Optimizer/hyperopt.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/hyperopt.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/hyperopt.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/hyperopt.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/hyperopt_v2.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/hyperopt_v2.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/hyperopt_v2.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/hyperopt_v2.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/main.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/main.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/main.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/main.py diff --git a/Gradient-Descent-The-Ultimate-Optimizer/requirements.txt b/Old/Gradient-Descent-The-Ultimate-Optimizer/requirements.txt similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/requirements.txt rename to Old/Gradient-Descent-The-Ultimate-Optimizer/requirements.txt diff --git a/Gradient-Descent-The-Ultimate-Optimizer/tests.py b/Old/Gradient-Descent-The-Ultimate-Optimizer/tests.py similarity index 100% rename from Gradient-Descent-The-Ultimate-Optimizer/tests.py rename to Old/Gradient-Descent-The-Ultimate-Optimizer/tests.py diff --git a/PBA/LeNet.py b/Old/PBA/LeNet.py similarity index 100% rename from PBA/LeNet.py rename to Old/PBA/LeNet.py diff --git a/PBA/model.py b/Old/PBA/model.py similarity index 100% rename from PBA/model.py rename to Old/PBA/model.py diff --git a/PBA/search.sh b/Old/PBA/search.sh similarity index 100% rename from PBA/search.sh rename to Old/PBA/search.sh diff --git a/PBA/setup.py b/Old/PBA/setup.py similarity index 100% rename from PBA/setup.py rename to Old/PBA/setup.py diff --git a/PBA/table_1_cifar10.sh b/Old/PBA/table_1_cifar10.sh similarity index 100% rename from PBA/table_1_cifar10.sh rename to Old/PBA/table_1_cifar10.sh diff --git a/UDA/LeNet.py b/Old/UDA/LeNet.py similarity index 100% rename from UDA/LeNet.py rename to Old/UDA/LeNet.py diff --git a/UDA/main.py b/Old/UDA/main.py similarity index 100% rename from UDA/main.py rename to Old/UDA/main.py diff --git a/UDA/run_cifar10_gpu.sh b/Old/UDA/run_cifar10_gpu.sh similarity index 100% rename from UDA/run_cifar10_gpu.sh rename to Old/UDA/run_cifar10_gpu.sh diff --git a/salvador/cams.py b/Old/salvador/cams.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/cams.py rename to Old/salvador/cams.py diff --git a/salvador/checkpoint.pt b/Old/salvador/checkpoint.pt old mode 100644 new mode 100755 similarity index 100% rename from salvador/checkpoint.pt rename to Old/salvador/checkpoint.pt diff --git a/salvador/dataug.py b/Old/salvador/dataug.py similarity index 100% rename from salvador/dataug.py rename to Old/salvador/dataug.py diff --git a/salvador/dataug_utils.py b/Old/salvador/dataug_utils.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/dataug_utils.py rename to Old/salvador/dataug_utils.py diff --git a/salvador/grad_cam.py b/Old/salvador/grad_cam.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/grad_cam.py rename to Old/salvador/grad_cam.py diff --git a/salvador/train.py b/Old/salvador/train.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/train.py rename to Old/salvador/train.py diff --git a/salvador/train_dataug.py b/Old/salvador/train_dataug.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/train_dataug.py rename to Old/salvador/train_dataug.py diff --git a/salvador/transformations.py b/Old/salvador/transformations.py similarity index 100% rename from salvador/transformations.py rename to Old/salvador/transformations.py diff --git a/salvador/utils.py b/Old/salvador/utils.py old mode 100644 new mode 100755 similarity index 100% rename from salvador/utils.py rename to Old/salvador/utils.py diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.3-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.5-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 5 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 5 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix0.8-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Mix1.0-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-Mag)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/HPsearch/log/Aug_mod(Data_augV5(Uniform-14TFx5-MagFxSh)-ResNet)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 3 in_it-0.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 3 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR10/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/RandAugment(N3-M0.17)-wide_resnet50_2-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet18 epochs -200-0.json b/higher/res/benchmark/CIFAR10/log/resnet18 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -3.json b/higher/res/benchmark/CIFAR10/log/resnet18-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet50 epochs -200-0.json b/higher/res/benchmark/CIFAR10/log/resnet50 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -3.json b/higher/res/benchmark/CIFAR10/log/resnet50-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/wide_resnet50_2 epochs -200-0.json b/higher/res/benchmark/CIFAR10/log/wide_resnet50_2 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -0.json b/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -1.json b/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -2.json b/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -3.json b/higher/res/benchmark/CIFAR10/log/wide_resnet50_2-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet50)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet50)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-1.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-2.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-wide_resnet50_2)-200 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json b/higher/res/benchmark/CIFAR100/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N2-M1.00)-wide_resnet50_2-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/RandAugment(N3-M0.17)-resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet18 epochs -200-0.json b/higher/res/benchmark/CIFAR100/log/resnet18 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -3.json b/higher/res/benchmark/CIFAR100/log/resnet18-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet50 epochs -200-0.json b/higher/res/benchmark/CIFAR100/log/resnet50 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -3.json b/higher/res/benchmark/CIFAR100/log/resnet50-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/wide_resnet50_2 epochs -200-0.json b/higher/res/benchmark/CIFAR100/log/wide_resnet50_2 epochs -200-0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -0.json b/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -0.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -1.json b/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -1.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -2.json b/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -2.json old mode 100644 new mode 100755 diff --git a/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -3.json b/higher/res/benchmark/CIFAR100/log/wide_resnet50_2-200 epochs -3.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-LeNet)-150epochs(dataug:0)-1in_it-1.json b/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-LeNet)-150epochs(dataug:0)-1in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-LeNet)-150epochs(dataug:0)-1in_it-2.json b/higher/res/brutus-tests/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-LeNet)-150epochs(dataug:0)-1in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/.goutputstream-WZH5E0 b/higher/res/brutus-tests2/log/.goutputstream-WZH5E0 old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.5-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json new file mode 100755 index 0000000..c2e0c53 --- /dev/null +++ b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json @@ -0,0 +1,9788 @@ +{ + "Accuracy": 82.19, + "Time": [ + 204.39044053150963, + 3.1057667845264065, + 30860.78485456202 + ], + "Optimizer": { + "Meta": { + "optim": "Adam", + "lr": 0.01 + }, + "Inner": { + "optim": "SGD", + "lr": 0.1, + "momentum": 0.9 + } + }, + "Device": "Graphics Device", + "Param_names": [ + "Identity", + "FlipUD", + "FlipLR", + "Rotate", + "TranslateX", + "TranslateY", + "ShearX", + "ShearY", + "Contrast", + "Color", + "Brightness", + "Sharpness", + "Posterize", + "Solarize" + ], + "Log": [ + { + "epoch": 1, + "train_loss": 0.1336914598941803, + "val_loss": 0.9481530785560608, + "acc": 81.64, + "time": 201.11372911802027, + "param": [ + { + "p": 0.0775303766131401, + "m": 0.5 + }, + { + "p": 0.04266175255179405, + "m": 0.5 + }, + { + "p": 0.10631432384252548, + "m": 0.5 + }, + { + "p": 0.08339439332485199, + "m": 0.5 + }, + { + "p": 0.028705421835184097, + "m": 0.5 + }, + { + "p": 0.09295675903558731, + "m": 0.5 + }, + { + "p": 0.08738306164741516, + "m": 0.5 + }, + { + "p": 0.1061357706785202, + "m": 0.5 + }, + { + "p": 0.0007210295298136771, + "m": 0.5 + }, + { + "p": 0.029953651130199432, + "m": 0.5 + }, + { + "p": 0.13189177215099335, + "m": 0.5 + }, + { + "p": 0.1751088947057724, + "m": 0.5 + }, + { + "p": 0.0007210295298136771, + "m": 0.5 + }, + { + "p": 0.03652171418070793, + "m": 0.5 + } + ] + }, + { + "epoch": 2, + "train_loss": 0.11056005209684372, + "val_loss": 0.9881535768508911, + "acc": 82.06, + "time": 202.9002784669865, + "param": [ + { + "p": 0.12748607993125916, + "m": 0.5 + }, + { + "p": 0.07273025810718536, + "m": 0.5 + }, + { + "p": 0.09279404580593109, + "m": 0.5 + }, + { + "p": 0.11545892059803009, + "m": 0.5 + }, + { + "p": 0.09603898227214813, + "m": 0.5 + }, + { + "p": 0.0007137320935726166, + "m": 0.5 + }, + { + "p": 0.05619411543011665, + "m": 0.5 + }, + { + "p": 0.02162114344537258, + "m": 0.5 + }, + { + "p": 0.07862979918718338, + "m": 0.5 + }, + { + "p": 0.010987993329763412, + "m": 0.5 + }, + { + "p": 0.09184657782316208, + "m": 0.5 + }, + { + "p": 0.11621654778718948, + "m": 0.5 + }, + { + "p": 0.06376364082098007, + "m": 0.5 + }, + { + "p": 0.05551812797784805, + "m": 0.5 + } + ] + }, + { + "epoch": 3, + "train_loss": 0.013630066066980362, + "val_loss": 0.9754314422607422, + "acc": 81.91, + "time": 198.99260800797492, + "param": [ + { + "p": 0.11971233040094376, + "m": 0.5 + }, + { + "p": 0.08827642351388931, + "m": 0.5 + }, + { + "p": 0.09707055985927582, + "m": 0.5 + }, + { + "p": 0.09153642505407333, + "m": 0.5 + }, + { + "p": 0.07900843024253845, + "m": 0.5 + }, + { + "p": 0.025245942175388336, + "m": 0.5 + }, + { + "p": 0.04389087110757828, + "m": 0.5 + }, + { + "p": 0.08698330074548721, + "m": 0.5 + }, + { + "p": 0.05513804405927658, + "m": 0.5 + }, + { + "p": 0.0007032654830254614, + "m": 0.5 + }, + { + "p": 0.09190493077039719, + "m": 0.5 + }, + { + "p": 0.10916569083929062, + "m": 0.5 + }, + { + "p": 0.03877559304237366, + "m": 0.5 + }, + { + "p": 0.07258808612823486, + "m": 0.5 + } + ] + }, + { + "epoch": 4, + "train_loss": 0.17643184959888458, + "val_loss": 1.0266705751419067, + "acc": 81.41, + "time": 202.59053233999293, + "param": [ + { + "p": 0.08843827247619629, + "m": 0.5 + }, + { + "p": 0.08556307852268219, + "m": 0.5 + }, + { + "p": 0.0007079775095917284, + "m": 0.5 + }, + { + "p": 0.09660213440656662, + "m": 0.5 + }, + { + "p": 0.11794402450323105, + "m": 0.5 + }, + { + "p": 0.021884681656956673, + "m": 0.5 + }, + { + "p": 0.08173085004091263, + "m": 0.5 + }, + { + "p": 0.07232216745615005, + "m": 0.5 + }, + { + "p": 0.053582508116960526, + "m": 0.5 + }, + { + "p": 0.043231695890426636, + "m": 0.5 + }, + { + "p": 0.06153266876935959, + "m": 0.5 + }, + { + "p": 0.15188145637512207, + "m": 0.5 + }, + { + "p": 0.02377457544207573, + "m": 0.5 + }, + { + "p": 0.10080398619174957, + "m": 0.5 + } + ] + }, + { + "epoch": 5, + "train_loss": 0.044430192559957504, + "val_loss": 0.9105566143989563, + "acc": 81.13, + "time": 204.3699282639427, + "param": [ + { + "p": 0.05041930824518204, + "m": 0.5 + }, + { + "p": 0.11342783272266388, + "m": 0.5 + }, + { + "p": 0.0007133540348149836, + "m": 0.5 + }, + { + "p": 0.06870199739933014, + "m": 0.5 + }, + { + "p": 0.13053950667381287, + "m": 0.5 + }, + { + "p": 0.024920616298913956, + "m": 0.5 + }, + { + "p": 0.08650460094213486, + "m": 0.5 + }, + { + "p": 0.07781686633825302, + "m": 0.5 + }, + { + "p": 0.06987714022397995, + "m": 0.5 + }, + { + "p": 0.039648160338401794, + "m": 0.5 + }, + { + "p": 0.053221914917230606, + "m": 0.5 + }, + { + "p": 0.11538873612880707, + "m": 0.5 + }, + { + "p": 0.09726225584745407, + "m": 0.5 + }, + { + "p": 0.0715576782822609, + "m": 0.5 + } + ] + }, + { + "epoch": 6, + "train_loss": 0.12230310589075089, + "val_loss": 0.9367262721061707, + "acc": 81.34, + "time": 204.30549493501894, + "param": [ + { + "p": 0.04340282827615738, + "m": 0.5 + }, + { + "p": 0.09945017099380493, + "m": 0.5 + }, + { + "p": 0.051425058394670486, + "m": 0.5 + }, + { + "p": 0.1250154972076416, + "m": 0.5 + }, + { + "p": 0.10890641808509827, + "m": 0.5 + }, + { + "p": 0.02466234378516674, + "m": 0.5 + }, + { + "p": 0.08256326615810394, + "m": 0.5 + }, + { + "p": 0.06586231291294098, + "m": 0.5 + }, + { + "p": 0.045819833874702454, + "m": 0.5 + }, + { + "p": 0.033268190920352936, + "m": 0.5 + }, + { + "p": 0.040514685213565826, + "m": 0.5 + }, + { + "p": 0.12850669026374817, + "m": 0.5 + }, + { + "p": 0.07687469571828842, + "m": 0.5 + }, + { + "p": 0.07372790575027466, + "m": 0.5 + } + ] + }, + { + "epoch": 7, + "train_loss": 0.11285974085330963, + "val_loss": 1.110525369644165, + "acc": 81.46, + "time": 207.79172968794592, + "param": [ + { + "p": 0.04582297056913376, + "m": 0.5 + }, + { + "p": 0.06446098536252975, + "m": 0.5 + }, + { + "p": 0.05900959670543671, + "m": 0.5 + }, + { + "p": 0.14006493985652924, + "m": 0.5 + }, + { + "p": 0.11792685091495514, + "m": 0.5 + }, + { + "p": 0.02789640612900257, + "m": 0.5 + }, + { + "p": 0.05299334600567818, + "m": 0.5 + }, + { + "p": 0.07081102579832077, + "m": 0.5 + }, + { + "p": 0.05040503293275833, + "m": 0.5 + }, + { + "p": 0.03959481790661812, + "m": 0.5 + }, + { + "p": 0.04620399326086044, + "m": 0.5 + }, + { + "p": 0.11230310052633286, + "m": 0.5 + }, + { + "p": 0.08431471139192581, + "m": 0.5 + }, + { + "p": 0.08819220960140228, + "m": 0.5 + } + ] + }, + { + "epoch": 8, + "train_loss": 0.13260303437709808, + "val_loss": 0.8459570407867432, + "acc": 81.56, + "time": 208.02549863106105, + "param": [ + { + "p": 0.0643712729215622, + "m": 0.5 + }, + { + "p": 0.037515249103307724, + "m": 0.5 + }, + { + "p": 0.07198391854763031, + "m": 0.5 + }, + { + "p": 0.10596802085638046, + "m": 0.5 + }, + { + "p": 0.1414794623851776, + "m": 0.5 + }, + { + "p": 0.032385535538196564, + "m": 0.5 + }, + { + "p": 0.08338364213705063, + "m": 0.5 + }, + { + "p": 0.08831895887851715, + "m": 0.5 + }, + { + "p": 0.005011163651943207, + "m": 0.5 + }, + { + "p": 0.04693017527461052, + "m": 0.5 + }, + { + "p": 0.0597345232963562, + "m": 0.5 + }, + { + "p": 0.088030144572258, + "m": 0.5 + }, + { + "p": 0.09787382185459137, + "m": 0.5 + }, + { + "p": 0.07701419293880463, + "m": 0.5 + } + ] + }, + { + "epoch": 9, + "train_loss": 0.12108032405376434, + "val_loss": 1.2457600831985474, + "acc": 80.55, + "time": 205.4785380520625, + "param": [ + { + "p": 0.051223453134298325, + "m": 0.5 + }, + { + "p": 0.13192510604858398, + "m": 0.5 + }, + { + "p": 0.05572548508644104, + "m": 0.5 + }, + { + "p": 0.09342515468597412, + "m": 0.5 + }, + { + "p": 0.10894740372896194, + "m": 0.5 + }, + { + "p": 0.027158338576555252, + "m": 0.5 + }, + { + "p": 0.06959524005651474, + "m": 0.5 + }, + { + "p": 0.06852252036333084, + "m": 0.5 + }, + { + "p": 0.05826301500201225, + "m": 0.5 + }, + { + "p": 0.03592245280742645, + "m": 0.5 + }, + { + "p": 0.046781737357378006, + "m": 0.5 + }, + { + "p": 0.09950177371501923, + "m": 0.5 + }, + { + "p": 0.07165047526359558, + "m": 0.5 + }, + { + "p": 0.08135790377855301, + "m": 0.5 + } + ] + }, + { + "epoch": 10, + "train_loss": 0.08849901705980301, + "val_loss": 0.893248975276947, + "acc": 81.18, + "time": 204.10586674301885, + "param": [ + { + "p": 0.04093271121382713, + "m": 0.5 + }, + { + "p": 0.12506382167339325, + "m": 0.5 + }, + { + "p": 0.04448147490620613, + "m": 0.5 + }, + { + "p": 0.13692152500152588, + "m": 0.5 + }, + { + "p": 0.08801393210887909, + "m": 0.5 + }, + { + "p": 0.031139496713876724, + "m": 0.5 + }, + { + "p": 0.07676561176776886, + "m": 0.5 + }, + { + "p": 0.06609420478343964, + "m": 0.5 + }, + { + "p": 0.08286264538764954, + "m": 0.5 + }, + { + "p": 0.030412379652261734, + "m": 0.5 + }, + { + "p": 0.03742362558841705, + "m": 0.5 + }, + { + "p": 0.07187852263450623, + "m": 0.5 + }, + { + "p": 0.07065700739622116, + "m": 0.5 + }, + { + "p": 0.09735307842493057, + "m": 0.5 + } + ] + }, + { + "epoch": 11, + "train_loss": 0.03079327754676342, + "val_loss": 1.0166244506835938, + "acc": 81.03, + "time": 210.1041596570285, + "param": [ + { + "p": 0.02790111117064953, + "m": 0.5 + }, + { + "p": 0.16141779720783234, + "m": 0.5 + }, + { + "p": 0.027966231107711792, + "m": 0.5 + }, + { + "p": 0.12856756150722504, + "m": 0.5 + }, + { + "p": 0.04913405701518059, + "m": 0.5 + }, + { + "p": 0.02614193595945835, + "m": 0.5 + }, + { + "p": 0.061315521597862244, + "m": 0.5 + }, + { + "p": 0.047641221433877945, + "m": 0.5 + }, + { + "p": 0.09212478250265121, + "m": 0.5 + }, + { + "p": 0.01633022539317608, + "m": 0.5 + }, + { + "p": 0.020733559504151344, + "m": 0.5 + }, + { + "p": 0.18284429609775543, + "m": 0.5 + }, + { + "p": 0.05495934560894966, + "m": 0.5 + }, + { + "p": 0.10292243212461472, + "m": 0.5 + } + ] + }, + { + "epoch": 12, + "train_loss": 0.28029122948646545, + "val_loss": 0.9793674945831299, + "acc": 80.98, + "time": 203.42074894404504, + "param": [ + { + "p": 0.03693166747689247, + "m": 0.5 + }, + { + "p": 0.13102802634239197, + "m": 0.5 + }, + { + "p": 0.02299344539642334, + "m": 0.5 + }, + { + "p": 0.10854577273130417, + "m": 0.5 + }, + { + "p": 0.06028797850012779, + "m": 0.5 + }, + { + "p": 0.023711374029517174, + "m": 0.5 + }, + { + "p": 0.10093355178833008, + "m": 0.5 + }, + { + "p": 0.1146981343626976, + "m": 0.5 + }, + { + "p": 0.07403983920812607, + "m": 0.5 + }, + { + "p": 0.020246081054210663, + "m": 0.5 + }, + { + "p": 0.08287903666496277, + "m": 0.5 + }, + { + "p": 0.16286621987819672, + "m": 0.5 + }, + { + "p": 0.05250691622495651, + "m": 0.5 + }, + { + "p": 0.008331947959959507, + "m": 0.5 + } + ] + }, + { + "epoch": 13, + "train_loss": 0.04651536047458649, + "val_loss": 0.8822861909866333, + "acc": 81.0, + "time": 205.55234121892136, + "param": [ + { + "p": 0.03072616271674633, + "m": 0.5 + }, + { + "p": 0.15858647227287292, + "m": 0.5 + }, + { + "p": 0.01879620924592018, + "m": 0.5 + }, + { + "p": 0.08122216910123825, + "m": 0.5 + }, + { + "p": 0.06809777021408081, + "m": 0.5 + }, + { + "p": 0.01674133725464344, + "m": 0.5 + }, + { + "p": 0.07961897552013397, + "m": 0.5 + }, + { + "p": 0.10795047879219055, + "m": 0.5 + }, + { + "p": 0.0992678850889206, + "m": 0.5 + }, + { + "p": 0.0007128159631974995, + "m": 0.5 + }, + { + "p": 0.06688928604125977, + "m": 0.5 + }, + { + "p": 0.10876371711492538, + "m": 0.5 + }, + { + "p": 0.04995717108249664, + "m": 0.5 + }, + { + "p": 0.11266959458589554, + "m": 0.5 + } + ] + }, + { + "epoch": 14, + "train_loss": 0.03959217667579651, + "val_loss": 1.0930742025375366, + "acc": 80.99, + "time": 204.00364768202417, + "param": [ + { + "p": 0.04231845960021019, + "m": 0.5 + }, + { + "p": 0.12542492151260376, + "m": 0.5 + }, + { + "p": 0.020642533898353577, + "m": 0.5 + }, + { + "p": 0.053258493542671204, + "m": 0.5 + }, + { + "p": 0.0686589777469635, + "m": 0.5 + }, + { + "p": 0.015293749049305916, + "m": 0.5 + }, + { + "p": 0.08416902273893356, + "m": 0.5 + }, + { + "p": 0.09294763952493668, + "m": 0.5 + }, + { + "p": 0.10414398461580276, + "m": 0.5 + }, + { + "p": 0.20507240295410156, + "m": 0.5 + }, + { + "p": 0.0358688160777092, + "m": 0.5 + }, + { + "p": 0.02291141450405121, + "m": 0.5 + }, + { + "p": 0.052484020590782166, + "m": 0.5 + }, + { + "p": 0.07680560648441315, + "m": 0.5 + } + ] + }, + { + "epoch": 15, + "train_loss": 0.07619575411081314, + "val_loss": 0.848422110080719, + "acc": 81.19, + "time": 206.75762009096798, + "param": [ + { + "p": 0.03751538321375847, + "m": 0.5 + }, + { + "p": 0.16121134161949158, + "m": 0.5 + }, + { + "p": 0.01815364882349968, + "m": 0.5 + }, + { + "p": 0.047462284564971924, + "m": 0.5 + }, + { + "p": 0.07447599619626999, + "m": 0.5 + }, + { + "p": 0.029439380392432213, + "m": 0.5 + }, + { + "p": 0.08001779764890671, + "m": 0.5 + }, + { + "p": 0.09179239720106125, + "m": 0.5 + }, + { + "p": 0.11219673603773117, + "m": 0.5 + }, + { + "p": 0.18105071783065796, + "m": 0.5 + }, + { + "p": 0.03941167891025543, + "m": 0.5 + }, + { + "p": 0.0007139553199522197, + "m": 0.5 + }, + { + "p": 0.05643685534596443, + "m": 0.5 + }, + { + "p": 0.07012185454368591, + "m": 0.5 + } + ] + }, + { + "epoch": 16, + "train_loss": 0.08031130582094193, + "val_loss": 1.0702351331710815, + "acc": 81.13, + "time": 208.07648451509885, + "param": [ + { + "p": 0.0386970117688179, + "m": 0.5 + }, + { + "p": 0.18668459355831146, + "m": 0.5 + }, + { + "p": 0.025031156837940216, + "m": 0.5 + }, + { + "p": 0.0497623011469841, + "m": 0.5 + }, + { + "p": 0.06321893632411957, + "m": 0.5 + }, + { + "p": 0.030842341482639313, + "m": 0.5 + }, + { + "p": 0.1072947084903717, + "m": 0.5 + }, + { + "p": 0.09038196504116058, + "m": 0.5 + }, + { + "p": 0.08301670849323273, + "m": 0.5 + }, + { + "p": 0.17210501432418823, + "m": 0.5 + }, + { + "p": 0.029183823615312576, + "m": 0.5 + }, + { + "p": 0.020199935883283615, + "m": 0.5 + }, + { + "p": 0.03453056514263153, + "m": 0.5 + }, + { + "p": 0.06905099004507065, + "m": 0.5 + } + ] + }, + { + "epoch": 17, + "train_loss": 0.07587879151105881, + "val_loss": 1.3217930793762207, + "acc": 81.2, + "time": 208.763432084932, + "param": [ + { + "p": 0.03425857052206993, + "m": 0.5 + }, + { + "p": 0.18293984234333038, + "m": 0.5 + }, + { + "p": 0.029545780271291733, + "m": 0.5 + }, + { + "p": 0.04434848576784134, + "m": 0.5 + }, + { + "p": 0.08187485486268997, + "m": 0.5 + }, + { + "p": 0.02655816078186035, + "m": 0.5 + }, + { + "p": 0.11499789357185364, + "m": 0.5 + }, + { + "p": 0.0844024047255516, + "m": 0.5 + }, + { + "p": 0.04179997742176056, + "m": 0.5 + }, + { + "p": 0.14493897557258606, + "m": 0.5 + }, + { + "p": 0.053875964134931564, + "m": 0.5 + }, + { + "p": 0.02368970774114132, + "m": 0.5 + }, + { + "p": 0.07541577517986298, + "m": 0.5 + }, + { + "p": 0.061353497207164764, + "m": 0.5 + } + ] + }, + { + "epoch": 18, + "train_loss": 0.21371378004550934, + "val_loss": 1.0246225595474243, + "acc": 81.17, + "time": 207.48575358092785, + "param": [ + { + "p": 0.02390369586646557, + "m": 0.5 + }, + { + "p": 0.20794421434402466, + "m": 0.5 + }, + { + "p": 0.025172550231218338, + "m": 0.5 + }, + { + "p": 0.04659118875861168, + "m": 0.5 + }, + { + "p": 0.08681928366422653, + "m": 0.5 + }, + { + "p": 0.030240749940276146, + "m": 0.5 + }, + { + "p": 0.0942763015627861, + "m": 0.5 + }, + { + "p": 0.07482150197029114, + "m": 0.5 + }, + { + "p": 0.05943331867456436, + "m": 0.5 + }, + { + "p": 0.13283602893352509, + "m": 0.5 + }, + { + "p": 0.06301125884056091, + "m": 0.5 + }, + { + "p": 0.023958275094628334, + "m": 0.5 + }, + { + "p": 0.07208696752786636, + "m": 0.5 + }, + { + "p": 0.058904509991407394, + "m": 0.5 + } + ] + }, + { + "epoch": 19, + "train_loss": 0.029337143525481224, + "val_loss": 1.1325790882110596, + "acc": 81.13, + "time": 205.6021908330731, + "param": [ + { + "p": 0.02768825553357601, + "m": 0.5 + }, + { + "p": 0.18232551217079163, + "m": 0.5 + }, + { + "p": 0.021483013406395912, + "m": 0.5 + }, + { + "p": 0.03395719453692436, + "m": 0.5 + }, + { + "p": 0.0797695592045784, + "m": 0.5 + }, + { + "p": 0.030349355190992355, + "m": 0.5 + }, + { + "p": 0.10478191822767258, + "m": 0.5 + }, + { + "p": 0.07951562851667404, + "m": 0.5 + }, + { + "p": 0.16965948045253754, + "m": 0.5 + }, + { + "p": 0.09943640232086182, + "m": 0.5 + }, + { + "p": 0.03383510559797287, + "m": 0.5 + }, + { + "p": 0.030496878549456596, + "m": 0.5 + }, + { + "p": 0.0594182014465332, + "m": 0.5 + }, + { + "p": 0.04728350788354874, + "m": 0.5 + } + ] + }, + { + "epoch": 20, + "train_loss": 0.04894965514540672, + "val_loss": 0.9853326678276062, + "acc": 81.6, + "time": 206.63556322699878, + "param": [ + { + "p": 0.01789262145757675, + "m": 0.5 + }, + { + "p": 0.19948160648345947, + "m": 0.5 + }, + { + "p": 0.021932069212198257, + "m": 0.5 + }, + { + "p": 0.04045696184039116, + "m": 0.5 + }, + { + "p": 0.08811166137456894, + "m": 0.5 + }, + { + "p": 0.0377744622528553, + "m": 0.5 + }, + { + "p": 0.09742599725723267, + "m": 0.5 + }, + { + "p": 0.09238458424806595, + "m": 0.5 + }, + { + "p": 0.12855035066604614, + "m": 0.5 + }, + { + "p": 0.08815255761146545, + "m": 0.5 + }, + { + "p": 0.06094760820269585, + "m": 0.5 + }, + { + "p": 0.008016884326934814, + "m": 0.5 + }, + { + "p": 0.06012285128235817, + "m": 0.5 + }, + { + "p": 0.05874984338879585, + "m": 0.5 + } + ] + }, + { + "epoch": 21, + "train_loss": 0.00422585429623723, + "val_loss": 1.1199527978897095, + "acc": 81.12, + "time": 209.6415588959353, + "param": [ + { + "p": 0.13872919976711273, + "m": 0.5 + }, + { + "p": 0.1278105229139328, + "m": 0.5 + }, + { + "p": 0.021557442843914032, + "m": 0.5 + }, + { + "p": 0.034079886972904205, + "m": 0.5 + }, + { + "p": 0.062337588518857956, + "m": 0.5 + }, + { + "p": 0.030171677470207214, + "m": 0.5 + }, + { + "p": 0.06927977502346039, + "m": 0.5 + }, + { + "p": 0.060094431042671204, + "m": 0.5 + }, + { + "p": 0.11658059060573578, + "m": 0.5 + }, + { + "p": 0.06788715720176697, + "m": 0.5 + }, + { + "p": 0.04712061211466789, + "m": 0.5 + }, + { + "p": 0.11123872548341751, + "m": 0.5 + }, + { + "p": 0.07226180285215378, + "m": 0.5 + }, + { + "p": 0.040850602090358734, + "m": 0.5 + } + ] + }, + { + "epoch": 22, + "train_loss": 0.030485359951853752, + "val_loss": 0.8927701711654663, + "acc": 81.4, + "time": 206.84572785592172, + "param": [ + { + "p": 0.12533867359161377, + "m": 0.5 + }, + { + "p": 0.13044074177742004, + "m": 0.5 + }, + { + "p": 0.028149161487817764, + "m": 0.5 + }, + { + "p": 0.036848973482847214, + "m": 0.5 + }, + { + "p": 0.06169551983475685, + "m": 0.5 + }, + { + "p": 0.03273520991206169, + "m": 0.5 + }, + { + "p": 0.07438407838344574, + "m": 0.5 + }, + { + "p": 0.08241209387779236, + "m": 0.5 + }, + { + "p": 0.10029136389493942, + "m": 0.5 + }, + { + "p": 0.06004533916711807, + "m": 0.5 + }, + { + "p": 0.05187384784221649, + "m": 0.5 + }, + { + "p": 0.10147245973348618, + "m": 0.5 + }, + { + "p": 0.06988434493541718, + "m": 0.5 + }, + { + "p": 0.04442824423313141, + "m": 0.5 + } + ] + }, + { + "epoch": 23, + "train_loss": 0.04015885293483734, + "val_loss": 1.1528323888778687, + "acc": 81.26, + "time": 209.17018969799392, + "param": [ + { + "p": 0.0943312868475914, + "m": 0.5 + }, + { + "p": 0.1206604540348053, + "m": 0.5 + }, + { + "p": 0.02287965454161167, + "m": 0.5 + }, + { + "p": 0.02794179879128933, + "m": 0.5 + }, + { + "p": 0.08199585229158401, + "m": 0.5 + }, + { + "p": 0.028949137777090073, + "m": 0.5 + }, + { + "p": 0.23168759047985077, + "m": 0.5 + }, + { + "p": 0.081724613904953, + "m": 0.5 + }, + { + "p": 0.060683801770210266, + "m": 0.5 + }, + { + "p": 0.04492677375674248, + "m": 0.5 + }, + { + "p": 0.03935471922159195, + "m": 0.5 + }, + { + "p": 0.07757166028022766, + "m": 0.5 + }, + { + "p": 0.05192626267671585, + "m": 0.5 + }, + { + "p": 0.03536646440625191, + "m": 0.5 + } + ] + }, + { + "epoch": 24, + "train_loss": 0.12329334020614624, + "val_loss": 1.0133295059204102, + "acc": 81.22, + "time": 207.00459054508246, + "param": [ + { + "p": 0.08995562791824341, + "m": 0.5 + }, + { + "p": 0.13731271028518677, + "m": 0.5 + }, + { + "p": 0.02939610183238983, + "m": 0.5 + }, + { + "p": 0.029886791482567787, + "m": 0.5 + }, + { + "p": 0.09138297289609909, + "m": 0.5 + }, + { + "p": 0.01644933968782425, + "m": 0.5 + }, + { + "p": 0.22303099930286407, + "m": 0.5 + }, + { + "p": 0.09277516603469849, + "m": 0.5 + }, + { + "p": 0.000716649868991226, + "m": 0.5 + }, + { + "p": 0.04326164349913597, + "m": 0.5 + }, + { + "p": 0.06532856822013855, + "m": 0.5 + }, + { + "p": 0.07845218479633331, + "m": 0.5 + }, + { + "p": 0.060876403003931046, + "m": 0.5 + }, + { + "p": 0.04117479547858238, + "m": 0.5 + } + ] + }, + { + "epoch": 25, + "train_loss": 0.008879092521965504, + "val_loss": 0.9239959716796875, + "acc": 81.25, + "time": 206.19127893995028, + "param": [ + { + "p": 0.07918160408735275, + "m": 0.5 + }, + { + "p": 0.14445631206035614, + "m": 0.5 + }, + { + "p": 0.021823573857545853, + "m": 0.5 + }, + { + "p": 0.023210963234305382, + "m": 0.5 + }, + { + "p": 0.056180473417043686, + "m": 0.5 + }, + { + "p": 0.03322310373187065, + "m": 0.5 + }, + { + "p": 0.19622080028057098, + "m": 0.5 + }, + { + "p": 0.07240691781044006, + "m": 0.5 + }, + { + "p": 0.11982239037752151, + "m": 0.5 + }, + { + "p": 0.03667985647916794, + "m": 0.5 + }, + { + "p": 0.06519614905118942, + "m": 0.5 + }, + { + "p": 0.07174529135227203, + "m": 0.5 + }, + { + "p": 0.04323071241378784, + "m": 0.5 + }, + { + "p": 0.03662191331386566, + "m": 0.5 + } + ] + }, + { + "epoch": 26, + "train_loss": 0.035698119550943375, + "val_loss": 1.0897982120513916, + "acc": 81.35, + "time": 204.84074804396369, + "param": [ + { + "p": 0.06030070409178734, + "m": 0.5 + }, + { + "p": 0.15759170055389404, + "m": 0.5 + }, + { + "p": 0.02349463850259781, + "m": 0.5 + }, + { + "p": 0.0007138524088077247, + "m": 0.5 + }, + { + "p": 0.0544741116464138, + "m": 0.5 + }, + { + "p": 0.005388179793953896, + "m": 0.5 + }, + { + "p": 0.1475050151348114, + "m": 0.5 + }, + { + "p": 0.046330612152814865, + "m": 0.5 + }, + { + "p": 0.09615591913461685, + "m": 0.5 + }, + { + "p": 0.02713947743177414, + "m": 0.5 + }, + { + "p": 0.059806790202856064, + "m": 0.5 + }, + { + "p": 0.04925710707902908, + "m": 0.5 + }, + { + "p": 0.24873293936252594, + "m": 0.5 + }, + { + "p": 0.023108987137675285, + "m": 0.5 + } + ] + }, + { + "epoch": 27, + "train_loss": 0.008507330901920795, + "val_loss": 1.046217679977417, + "acc": 81.14, + "time": 199.3452144479379, + "param": [ + { + "p": 0.06348999589681625, + "m": 0.5 + }, + { + "p": 0.12760169804096222, + "m": 0.5 + }, + { + "p": 0.015481195412576199, + "m": 0.5 + }, + { + "p": 0.0007129094447009265, + "m": 0.5 + }, + { + "p": 0.02090228535234928, + "m": 0.5 + }, + { + "p": 0.008806505240499973, + "m": 0.5 + }, + { + "p": 0.14279179275035858, + "m": 0.5 + }, + { + "p": 0.09762801975011826, + "m": 0.5 + }, + { + "p": 0.10295187681913376, + "m": 0.5 + }, + { + "p": 0.029686331748962402, + "m": 0.5 + }, + { + "p": 0.06087500974535942, + "m": 0.5 + }, + { + "p": 0.028767580166459084, + "m": 0.5 + }, + { + "p": 0.24727438390254974, + "m": 0.5 + }, + { + "p": 0.05303041264414787, + "m": 0.5 + } + ] + }, + { + "epoch": 28, + "train_loss": 0.2118922919034958, + "val_loss": 0.7824712991714478, + "acc": 81.36, + "time": 206.72246170206927, + "param": [ + { + "p": 0.04126274585723877, + "m": 0.5 + }, + { + "p": 0.15593470633029938, + "m": 0.5 + }, + { + "p": 0.03288406878709793, + "m": 0.5 + }, + { + "p": 0.03142412751913071, + "m": 0.5 + }, + { + "p": 0.09831532090902328, + "m": 0.5 + }, + { + "p": 0.04962639883160591, + "m": 0.5 + }, + { + "p": 0.11013458669185638, + "m": 0.5 + }, + { + "p": 0.0828268975019455, + "m": 0.5 + }, + { + "p": 0.05349963530898094, + "m": 0.5 + }, + { + "p": 0.02357799932360649, + "m": 0.5 + }, + { + "p": 0.052318040281534195, + "m": 0.5 + }, + { + "p": 0.03120880015194416, + "m": 0.5 + }, + { + "p": 0.1823747456073761, + "m": 0.5 + }, + { + "p": 0.054611898958683014, + "m": 0.5 + } + ] + }, + { + "epoch": 29, + "train_loss": 0.20410974323749542, + "val_loss": 0.7293954491615295, + "acc": 81.28, + "time": 208.50186423305422, + "param": [ + { + "p": 0.03398508578538895, + "m": 0.5 + }, + { + "p": 0.16836890578269958, + "m": 0.5 + }, + { + "p": 0.02858235128223896, + "m": 0.5 + }, + { + "p": 0.022631872445344925, + "m": 0.5 + }, + { + "p": 0.10377933084964752, + "m": 0.5 + }, + { + "p": 0.05165241286158562, + "m": 0.5 + }, + { + "p": 0.10119055211544037, + "m": 0.5 + }, + { + "p": 0.09759026020765305, + "m": 0.5 + }, + { + "p": 0.07531172782182693, + "m": 0.5 + }, + { + "p": 0.021083928644657135, + "m": 0.5 + }, + { + "p": 0.06029975786805153, + "m": 0.5 + }, + { + "p": 0.019741451367735863, + "m": 0.5 + }, + { + "p": 0.1622576117515564, + "m": 0.5 + }, + { + "p": 0.053524840623140335, + "m": 0.5 + } + ] + }, + { + "epoch": 30, + "train_loss": 0.10889947414398193, + "val_loss": 1.1716489791870117, + "acc": 81.52, + "time": 206.8727583650034, + "param": [ + { + "p": 0.04594643414020538, + "m": 0.5 + }, + { + "p": 0.13598816096782684, + "m": 0.5 + }, + { + "p": 0.0348229855298996, + "m": 0.5 + }, + { + "p": 0.017637528479099274, + "m": 0.5 + }, + { + "p": 0.10535416007041931, + "m": 0.5 + }, + { + "p": 0.050395891070365906, + "m": 0.5 + }, + { + "p": 0.09157207608222961, + "m": 0.5 + }, + { + "p": 0.09599412232637405, + "m": 0.5 + }, + { + "p": 0.09881332516670227, + "m": 0.5 + }, + { + "p": 0.018176883459091187, + "m": 0.5 + }, + { + "p": 0.07577097415924072, + "m": 0.5 + }, + { + "p": 0.04150556027889252, + "m": 0.5 + }, + { + "p": 0.13782142102718353, + "m": 0.5 + }, + { + "p": 0.05020049586892128, + "m": 0.5 + } + ] + }, + { + "epoch": 31, + "train_loss": 0.14436565339565277, + "val_loss": 1.000339150428772, + "acc": 81.12, + "time": 206.75215214909986, + "param": [ + { + "p": 0.032791346311569214, + "m": 0.5 + }, + { + "p": 0.15947723388671875, + "m": 0.5 + }, + { + "p": 0.037723880261182785, + "m": 0.5 + }, + { + "p": 0.06154652684926987, + "m": 0.5 + }, + { + "p": 0.10306274890899658, + "m": 0.5 + }, + { + "p": 0.04980552941560745, + "m": 0.5 + }, + { + "p": 0.09117802232503891, + "m": 0.5 + }, + { + "p": 0.09310281276702881, + "m": 0.5 + }, + { + "p": 0.08786196261644363, + "m": 0.5 + }, + { + "p": 0.018244482576847076, + "m": 0.5 + }, + { + "p": 0.07280681282281876, + "m": 0.5 + }, + { + "p": 0.026864247396588326, + "m": 0.5 + }, + { + "p": 0.12323054671287537, + "m": 0.5 + }, + { + "p": 0.04230385646224022, + "m": 0.5 + } + ] + }, + { + "epoch": 32, + "train_loss": 0.042420484125614166, + "val_loss": 0.8243334293365479, + "acc": 81.16, + "time": 209.30037680093665, + "param": [ + { + "p": 0.049773361533880234, + "m": 0.5 + }, + { + "p": 0.17162999510765076, + "m": 0.5 + }, + { + "p": 0.03179957717657089, + "m": 0.5 + }, + { + "p": 0.06679196655750275, + "m": 0.5 + }, + { + "p": 0.10197030752897263, + "m": 0.5 + }, + { + "p": 0.052321307361125946, + "m": 0.5 + }, + { + "p": 0.08473202586174011, + "m": 0.5 + }, + { + "p": 0.07867538183927536, + "m": 0.5 + }, + { + "p": 0.052787624299526215, + "m": 0.5 + }, + { + "p": 0.016198085620999336, + "m": 0.5 + }, + { + "p": 0.06986379623413086, + "m": 0.5 + }, + { + "p": 0.06923019886016846, + "m": 0.5 + }, + { + "p": 0.11225655674934387, + "m": 0.5 + }, + { + "p": 0.041969917714595795, + "m": 0.5 + } + ] + }, + { + "epoch": 33, + "train_loss": 0.11417713761329651, + "val_loss": 0.9758801460266113, + "acc": 81.35, + "time": 209.44535514200106, + "param": [ + { + "p": 0.04974336922168732, + "m": 0.5 + }, + { + "p": 0.1992521733045578, + "m": 0.5 + }, + { + "p": 0.0383169986307621, + "m": 0.5 + }, + { + "p": 0.054644979536533356, + "m": 0.5 + }, + { + "p": 0.09052742272615433, + "m": 0.5 + }, + { + "p": 0.05185762420296669, + "m": 0.5 + }, + { + "p": 0.07734861224889755, + "m": 0.5 + }, + { + "p": 0.0963602215051651, + "m": 0.5 + }, + { + "p": 0.06344331055879593, + "m": 0.5 + }, + { + "p": 0.016418205574154854, + "m": 0.5 + }, + { + "p": 0.053286124020814896, + "m": 0.5 + }, + { + "p": 0.06140380725264549, + "m": 0.5 + }, + { + "p": 0.0913648009300232, + "m": 0.5 + }, + { + "p": 0.056032344698905945, + "m": 0.5 + } + ] + }, + { + "epoch": 34, + "train_loss": 0.06529644131660461, + "val_loss": 0.8561049103736877, + "acc": 80.95, + "time": 208.43828998599201, + "param": [ + { + "p": 0.043735671788454056, + "m": 0.5 + }, + { + "p": 0.2170940637588501, + "m": 0.5 + }, + { + "p": 0.038193125277757645, + "m": 0.5 + }, + { + "p": 0.0447763055562973, + "m": 0.5 + }, + { + "p": 0.0740145742893219, + "m": 0.5 + }, + { + "p": 0.05528799071907997, + "m": 0.5 + }, + { + "p": 0.08722573518753052, + "m": 0.5 + }, + { + "p": 0.09242796152830124, + "m": 0.5 + }, + { + "p": 0.06945418566465378, + "m": 0.5 + }, + { + "p": 0.017767421901226044, + "m": 0.5 + }, + { + "p": 0.05110190063714981, + "m": 0.5 + }, + { + "p": 0.06218220293521881, + "m": 0.5 + }, + { + "p": 0.08057105541229248, + "m": 0.5 + }, + { + "p": 0.06616777181625366, + "m": 0.5 + } + ] + }, + { + "epoch": 35, + "train_loss": 0.048010896891355515, + "val_loss": 1.1408147811889648, + "acc": 80.99, + "time": 209.61781732004602, + "param": [ + { + "p": 0.041877757757902145, + "m": 0.5 + }, + { + "p": 0.22959528863430023, + "m": 0.5 + }, + { + "p": 0.022460557520389557, + "m": 0.5 + }, + { + "p": 0.047203581780195236, + "m": 0.5 + }, + { + "p": 0.06725484132766724, + "m": 0.5 + }, + { + "p": 0.05559797212481499, + "m": 0.5 + }, + { + "p": 0.08584955334663391, + "m": 0.5 + }, + { + "p": 0.09610600024461746, + "m": 0.5 + }, + { + "p": 0.08089601993560791, + "m": 0.5 + }, + { + "p": 0.015232253819704056, + "m": 0.5 + }, + { + "p": 0.04172317311167717, + "m": 0.5 + }, + { + "p": 0.06725195795297623, + "m": 0.5 + }, + { + "p": 0.07768985629081726, + "m": 0.5 + }, + { + "p": 0.0712612196803093, + "m": 0.5 + } + ] + }, + { + "epoch": 36, + "train_loss": 0.11435212194919586, + "val_loss": 0.8306152820587158, + "acc": 81.32, + "time": 206.13803078304045, + "param": [ + { + "p": 0.05093960091471672, + "m": 0.5 + }, + { + "p": 0.20929469168186188, + "m": 0.5 + }, + { + "p": 0.0007129015866667032, + "m": 0.5 + }, + { + "p": 0.03212423995137215, + "m": 0.5 + }, + { + "p": 0.12007865309715271, + "m": 0.5 + }, + { + "p": 0.042648959904909134, + "m": 0.5 + }, + { + "p": 0.07198441028594971, + "m": 0.5 + }, + { + "p": 0.11781781911849976, + "m": 0.5 + }, + { + "p": 0.0899035632610321, + "m": 0.5 + }, + { + "p": 0.009183504618704319, + "m": 0.5 + }, + { + "p": 0.07191658020019531, + "m": 0.5 + }, + { + "p": 0.05018781125545502, + "m": 0.5 + }, + { + "p": 0.06022932752966881, + "m": 0.5 + }, + { + "p": 0.07297788560390472, + "m": 0.5 + } + ] + }, + { + "epoch": 37, + "train_loss": 0.15047305822372437, + "val_loss": 0.9372416138648987, + "acc": 80.94, + "time": 207.6206209990196, + "param": [ + { + "p": 0.046716224402189255, + "m": 0.5 + }, + { + "p": 0.17717836797237396, + "m": 0.5 + }, + { + "p": 0.24096529185771942, + "m": 0.5 + }, + { + "p": 0.037058938294649124, + "m": 0.5 + }, + { + "p": 0.06917767971754074, + "m": 0.5 + }, + { + "p": 0.036568883806467056, + "m": 0.5 + }, + { + "p": 0.0492735430598259, + "m": 0.5 + }, + { + "p": 0.0926394835114479, + "m": 0.5 + }, + { + "p": 0.02881474420428276, + "m": 0.5 + }, + { + "p": 0.0008001375244930387, + "m": 0.5 + }, + { + "p": 0.04799555614590645, + "m": 0.5 + }, + { + "p": 0.07249630242586136, + "m": 0.5 + }, + { + "p": 0.0394473671913147, + "m": 0.5 + }, + { + "p": 0.060867466032505035, + "m": 0.5 + } + ] + }, + { + "epoch": 38, + "train_loss": 0.21181932091712952, + "val_loss": 1.321449637413025, + "acc": 81.15, + "time": 209.55174906889442, + "param": [ + { + "p": 0.046347975730895996, + "m": 0.5 + }, + { + "p": 0.2074878215789795, + "m": 0.5 + }, + { + "p": 0.18499448895454407, + "m": 0.5 + }, + { + "p": 0.04242924600839615, + "m": 0.5 + }, + { + "p": 0.0829974040389061, + "m": 0.5 + }, + { + "p": 0.04032934829592705, + "m": 0.5 + }, + { + "p": 0.06143489480018616, + "m": 0.5 + }, + { + "p": 0.09310909360647202, + "m": 0.5 + }, + { + "p": 0.03225818648934364, + "m": 0.5 + }, + { + "p": 0.0007074160384945571, + "m": 0.5 + }, + { + "p": 0.053366728127002716, + "m": 0.5 + }, + { + "p": 0.06909873336553574, + "m": 0.5 + }, + { + "p": 0.03140784800052643, + "m": 0.5 + }, + { + "p": 0.05403076484799385, + "m": 0.5 + } + ] + }, + { + "epoch": 39, + "train_loss": 0.0644327774643898, + "val_loss": 0.9423916339874268, + "acc": 80.85, + "time": 206.04992747597862, + "param": [ + { + "p": 0.06415746361017227, + "m": 0.5 + }, + { + "p": 0.1048453226685524, + "m": 0.5 + }, + { + "p": 0.1320263147354126, + "m": 0.5 + }, + { + "p": 0.03683960437774658, + "m": 0.5 + }, + { + "p": 0.10384480655193329, + "m": 0.5 + }, + { + "p": 0.04052770510315895, + "m": 0.5 + }, + { + "p": 0.06830868124961853, + "m": 0.5 + }, + { + "p": 0.10956379026174545, + "m": 0.5 + }, + { + "p": 0.06175074353814125, + "m": 0.5 + }, + { + "p": 0.10486917197704315, + "m": 0.5 + }, + { + "p": 0.037489984184503555, + "m": 0.5 + }, + { + "p": 0.06426636874675751, + "m": 0.5 + }, + { + "p": 0.02297911047935486, + "m": 0.5 + }, + { + "p": 0.04853096604347229, + "m": 0.5 + } + ] + }, + { + "epoch": 40, + "train_loss": 0.08916795253753662, + "val_loss": 1.1404036283493042, + "acc": 81.45, + "time": 205.87363760801964, + "param": [ + { + "p": 0.04005610942840576, + "m": 0.5 + }, + { + "p": 0.09476694464683533, + "m": 0.5 + }, + { + "p": 0.11245866119861603, + "m": 0.5 + }, + { + "p": 0.027873296290636063, + "m": 0.5 + }, + { + "p": 0.12037434428930283, + "m": 0.5 + }, + { + "p": 0.029739782214164734, + "m": 0.5 + }, + { + "p": 0.07908319681882858, + "m": 0.5 + }, + { + "p": 0.09465399384498596, + "m": 0.5 + }, + { + "p": 0.09434197098016739, + "m": 0.5 + }, + { + "p": 0.15258660912513733, + "m": 0.5 + }, + { + "p": 0.042718976736068726, + "m": 0.5 + }, + { + "p": 0.04026426374912262, + "m": 0.5 + }, + { + "p": 0.017319995909929276, + "m": 0.5 + }, + { + "p": 0.05376190319657326, + "m": 0.5 + } + ] + }, + { + "epoch": 41, + "train_loss": 0.26049214601516724, + "val_loss": 1.0358986854553223, + "acc": 80.87, + "time": 207.45092949899845, + "param": [ + { + "p": 0.031120942905545235, + "m": 0.5 + }, + { + "p": 0.18406933546066284, + "m": 0.5 + }, + { + "p": 0.10887754708528519, + "m": 0.5 + }, + { + "p": 0.027737068012356758, + "m": 0.5 + }, + { + "p": 0.08924554288387299, + "m": 0.5 + }, + { + "p": 0.043036703020334244, + "m": 0.5 + }, + { + "p": 0.07961037009954453, + "m": 0.5 + }, + { + "p": 0.07077139616012573, + "m": 0.5 + }, + { + "p": 0.09840309619903564, + "m": 0.5 + }, + { + "p": 0.1474991887807846, + "m": 0.5 + }, + { + "p": 0.013993911445140839, + "m": 0.5 + }, + { + "p": 0.045622311532497406, + "m": 0.5 + }, + { + "p": 0.011728615500032902, + "m": 0.5 + }, + { + "p": 0.0482838973402977, + "m": 0.5 + } + ] + }, + { + "epoch": 42, + "train_loss": 0.013595063239336014, + "val_loss": 0.7612073421478271, + "acc": 80.79, + "time": 206.44327060494106, + "param": [ + { + "p": 0.07817355543375015, + "m": 0.5 + }, + { + "p": 0.18135014176368713, + "m": 0.5 + }, + { + "p": 0.06649380922317505, + "m": 0.5 + }, + { + "p": 0.08448685705661774, + "m": 0.5 + }, + { + "p": 0.06281212717294693, + "m": 0.5 + }, + { + "p": 0.031663790345191956, + "m": 0.5 + }, + { + "p": 0.04899497702717781, + "m": 0.5 + }, + { + "p": 0.08253562450408936, + "m": 0.5 + }, + { + "p": 0.10758297145366669, + "m": 0.5 + }, + { + "p": 0.08960772305727005, + "m": 0.5 + }, + { + "p": 0.05307585746049881, + "m": 0.5 + }, + { + "p": 0.025091534480452538, + "m": 0.5 + }, + { + "p": 0.03407939523458481, + "m": 0.5 + }, + { + "p": 0.05405165255069733, + "m": 0.5 + } + ] + }, + { + "epoch": 43, + "train_loss": 0.24780288338661194, + "val_loss": 0.9087612628936768, + "acc": 80.67, + "time": 205.66696587007027, + "param": [ + { + "p": 0.05775724723935127, + "m": 0.5 + }, + { + "p": 0.11764440685510635, + "m": 0.5 + }, + { + "p": 0.0535917766392231, + "m": 0.5 + }, + { + "p": 0.06807178258895874, + "m": 0.5 + }, + { + "p": 0.20665140450000763, + "m": 0.5 + }, + { + "p": 0.03927440941333771, + "m": 0.5 + }, + { + "p": 0.05914408341050148, + "m": 0.5 + }, + { + "p": 0.10166358202695847, + "m": 0.5 + }, + { + "p": 0.08437317609786987, + "m": 0.5 + }, + { + "p": 0.07190202176570892, + "m": 0.5 + }, + { + "p": 0.031339820474386215, + "m": 0.5 + }, + { + "p": 0.043892811983823776, + "m": 0.5 + }, + { + "p": 0.02456502988934517, + "m": 0.5 + }, + { + "p": 0.04012846201658249, + "m": 0.5 + } + ] + }, + { + "epoch": 44, + "train_loss": 0.0713573768734932, + "val_loss": 0.9407374858856201, + "acc": 81.1, + "time": 207.0390328100184, + "param": [ + { + "p": 0.03251087665557861, + "m": 0.5 + }, + { + "p": 0.12933868169784546, + "m": 0.5 + }, + { + "p": 0.039478518068790436, + "m": 0.5 + }, + { + "p": 0.05894920602440834, + "m": 0.5 + }, + { + "p": 0.15988846123218536, + "m": 0.5 + }, + { + "p": 0.03767136484384537, + "m": 0.5 + }, + { + "p": 0.04188116639852524, + "m": 0.5 + }, + { + "p": 0.01523931697010994, + "m": 0.5 + }, + { + "p": 0.14547742903232574, + "m": 0.5 + }, + { + "p": 0.053073182702064514, + "m": 0.5 + }, + { + "p": 0.13834287226200104, + "m": 0.5 + }, + { + "p": 0.07743681222200394, + "m": 0.5 + }, + { + "p": 0.029335172846913338, + "m": 0.5 + }, + { + "p": 0.04137697070837021, + "m": 0.5 + } + ] + }, + { + "epoch": 45, + "train_loss": 0.2370670586824417, + "val_loss": 1.0357027053833008, + "acc": 81.16, + "time": 204.3240033700131, + "param": [ + { + "p": 0.051749031990766525, + "m": 0.5 + }, + { + "p": 0.20138004422187805, + "m": 0.5 + }, + { + "p": 0.034349475055933, + "m": 0.5 + }, + { + "p": 0.059218741953372955, + "m": 0.5 + }, + { + "p": 0.12860791385173798, + "m": 0.5 + }, + { + "p": 0.035385556519031525, + "m": 0.5 + }, + { + "p": 0.051966916769742966, + "m": 0.5 + }, + { + "p": 0.0007151898462325335, + "m": 0.5 + }, + { + "p": 0.14236639440059662, + "m": 0.5 + }, + { + "p": 0.04178657755255699, + "m": 0.5 + }, + { + "p": 0.11258197575807571, + "m": 0.5 + }, + { + "p": 0.05733553692698479, + "m": 0.5 + }, + { + "p": 0.02486524172127247, + "m": 0.5 + }, + { + "p": 0.05769141763448715, + "m": 0.5 + } + ] + }, + { + "epoch": 46, + "train_loss": 0.22580178081989288, + "val_loss": 1.104151725769043, + "acc": 81.14, + "time": 209.18552495201584, + "param": [ + { + "p": 0.0007128982688300312, + "m": 0.5 + }, + { + "p": 0.19292011857032776, + "m": 0.5 + }, + { + "p": 0.027354076504707336, + "m": 0.5 + }, + { + "p": 0.051197852939367294, + "m": 0.5 + }, + { + "p": 0.10512856394052505, + "m": 0.5 + }, + { + "p": 0.04998328909277916, + "m": 0.5 + }, + { + "p": 0.06603012979030609, + "m": 0.5 + }, + { + "p": 0.12860095500946045, + "m": 0.5 + }, + { + "p": 0.11876180022954941, + "m": 0.5 + }, + { + "p": 0.029305942356586456, + "m": 0.5 + }, + { + "p": 0.09443210810422897, + "m": 0.5 + }, + { + "p": 0.03301067277789116, + "m": 0.5 + }, + { + "p": 0.03983538597822189, + "m": 0.5 + }, + { + "p": 0.06272625923156738, + "m": 0.5 + } + ] + }, + { + "epoch": 47, + "train_loss": 0.10774030536413193, + "val_loss": 0.9484567046165466, + "acc": 80.83, + "time": 206.62613694008905, + "param": [ + { + "p": 0.2615757882595062, + "m": 0.5 + }, + { + "p": 0.1316654235124588, + "m": 0.5 + }, + { + "p": 0.017111439257860184, + "m": 0.5 + }, + { + "p": 0.05367013439536095, + "m": 0.5 + }, + { + "p": 0.02018522284924984, + "m": 0.5 + }, + { + "p": 0.05177808552980423, + "m": 0.5 + }, + { + "p": 0.037192706018686295, + "m": 0.5 + }, + { + "p": 0.09096003323793411, + "m": 0.5 + }, + { + "p": 0.11935298144817352, + "m": 0.5 + }, + { + "p": 0.020259853452444077, + "m": 0.5 + }, + { + "p": 0.07914266735315323, + "m": 0.5 + }, + { + "p": 0.04799468815326691, + "m": 0.5 + }, + { + "p": 0.03306957706809044, + "m": 0.5 + }, + { + "p": 0.0360415056347847, + "m": 0.5 + } + ] + }, + { + "epoch": 48, + "train_loss": 0.10831756144762039, + "val_loss": 0.9477584958076477, + "acc": 80.85, + "time": 203.97398410306778, + "param": [ + { + "p": 0.21222643554210663, + "m": 0.5 + }, + { + "p": 0.1539483517408371, + "m": 0.5 + }, + { + "p": 0.017561394721269608, + "m": 0.5 + }, + { + "p": 0.0463830903172493, + "m": 0.5 + }, + { + "p": 0.14553776383399963, + "m": 0.5 + }, + { + "p": 0.05059049278497696, + "m": 0.5 + }, + { + "p": 0.01273465994745493, + "m": 0.5 + }, + { + "p": 0.047824516892433167, + "m": 0.5 + }, + { + "p": 0.10443732142448425, + "m": 0.5 + }, + { + "p": 0.022410547360777855, + "m": 0.5 + }, + { + "p": 0.07184776663780212, + "m": 0.5 + }, + { + "p": 0.0499609038233757, + "m": 0.5 + }, + { + "p": 0.014516005292534828, + "m": 0.5 + }, + { + "p": 0.050020746886730194, + "m": 0.5 + } + ] + }, + { + "epoch": 49, + "train_loss": 0.09621759504079819, + "val_loss": 0.895235002040863, + "acc": 80.95, + "time": 205.07353374897502, + "param": [ + { + "p": 0.14038750529289246, + "m": 0.5 + }, + { + "p": 0.14797398447990417, + "m": 0.5 + }, + { + "p": 0.008074493147432804, + "m": 0.5 + }, + { + "p": 0.04009651392698288, + "m": 0.5 + }, + { + "p": 0.11917705088853836, + "m": 0.5 + }, + { + "p": 0.045125436037778854, + "m": 0.5 + }, + { + "p": 0.10090950131416321, + "m": 0.5 + }, + { + "p": 0.08156480640172958, + "m": 0.5 + }, + { + "p": 0.09473103284835815, + "m": 0.5 + }, + { + "p": 0.012396534904837608, + "m": 0.5 + }, + { + "p": 0.05843229591846466, + "m": 0.5 + }, + { + "p": 0.06852419674396515, + "m": 0.5 + }, + { + "p": 0.02795695886015892, + "m": 0.5 + }, + { + "p": 0.054649751633405685, + "m": 0.5 + } + ] + }, + { + "epoch": 50, + "train_loss": 0.17757056653499603, + "val_loss": 1.0361117124557495, + "acc": 80.81, + "time": 208.8070838629501, + "param": [ + { + "p": 0.12520311772823334, + "m": 0.5 + }, + { + "p": 0.19818636775016785, + "m": 0.5 + }, + { + "p": 0.01674492098391056, + "m": 0.5 + }, + { + "p": 0.044662464410066605, + "m": 0.5 + }, + { + "p": 0.10747598111629486, + "m": 0.5 + }, + { + "p": 0.04852405562996864, + "m": 0.5 + }, + { + "p": 0.08337487280368805, + "m": 0.5 + }, + { + "p": 0.08725475519895554, + "m": 0.5 + }, + { + "p": 0.13812164962291718, + "m": 0.5 + }, + { + "p": 0.016362525522708893, + "m": 0.5 + }, + { + "p": 0.0007161401445046067, + "m": 0.5 + }, + { + "p": 0.07401455193758011, + "m": 0.5 + }, + { + "p": 0.028413327410817146, + "m": 0.5 + }, + { + "p": 0.030945250764489174, + "m": 0.5 + } + ] + }, + { + "epoch": 51, + "train_loss": 0.053721752017736435, + "val_loss": 1.0734505653381348, + "acc": 80.82, + "time": 206.7455909010023, + "param": [ + { + "p": 0.07023850083351135, + "m": 0.5 + }, + { + "p": 0.19244195520877838, + "m": 0.5 + }, + { + "p": 0.01460602879524231, + "m": 0.5 + }, + { + "p": 0.04090694710612297, + "m": 0.5 + }, + { + "p": 0.06285928934812546, + "m": 0.5 + }, + { + "p": 0.03698562830686569, + "m": 0.5 + }, + { + "p": 0.0502169094979763, + "m": 0.5 + }, + { + "p": 0.09829718619585037, + "m": 0.5 + }, + { + "p": 0.09334608912467957, + "m": 0.5 + }, + { + "p": 0.01420447789132595, + "m": 0.5 + }, + { + "p": 0.20283886790275574, + "m": 0.5 + }, + { + "p": 0.03376447409391403, + "m": 0.5 + }, + { + "p": 0.031969767063856125, + "m": 0.5 + }, + { + "p": 0.057323943823575974, + "m": 0.5 + } + ] + }, + { + "epoch": 52, + "train_loss": 0.02403043955564499, + "val_loss": 1.0136414766311646, + "acc": 81.29, + "time": 202.23621323809493, + "param": [ + { + "p": 0.04632357880473137, + "m": 0.5 + }, + { + "p": 0.09536910802125931, + "m": 0.5 + }, + { + "p": 0.009844033047556877, + "m": 0.5 + }, + { + "p": 0.045802708715200424, + "m": 0.5 + }, + { + "p": 0.04610634595155716, + "m": 0.5 + }, + { + "p": 0.03868226706981659, + "m": 0.5 + }, + { + "p": 0.027935031801462173, + "m": 0.5 + }, + { + "p": 0.03365231677889824, + "m": 0.5 + }, + { + "p": 0.053157445043325424, + "m": 0.5 + }, + { + "p": 0.15541338920593262, + "m": 0.5 + }, + { + "p": 0.15813525021076202, + "m": 0.5 + }, + { + "p": 0.19881843030452728, + "m": 0.5 + }, + { + "p": 0.03151245787739754, + "m": 0.5 + }, + { + "p": 0.05924775078892708, + "m": 0.5 + } + ] + }, + { + "epoch": 53, + "train_loss": 0.032006897032260895, + "val_loss": 1.1511141061782837, + "acc": 81.61, + "time": 201.810265533044, + "param": [ + { + "p": 0.023868335410952568, + "m": 0.5 + }, + { + "p": 0.2201371043920517, + "m": 0.5 + }, + { + "p": 0.0071293362416327, + "m": 0.5 + }, + { + "p": 0.047571323812007904, + "m": 0.5 + }, + { + "p": 0.019593624398112297, + "m": 0.5 + }, + { + "p": 0.023811761289834976, + "m": 0.5 + }, + { + "p": 0.07356562465429306, + "m": 0.5 + }, + { + "p": 0.11235909909009933, + "m": 0.5 + }, + { + "p": 0.0780741274356842, + "m": 0.5 + }, + { + "p": 0.1103406623005867, + "m": 0.5 + }, + { + "p": 0.09614318609237671, + "m": 0.5 + }, + { + "p": 0.12321845442056656, + "m": 0.5 + }, + { + "p": 0.014340904541313648, + "m": 0.5 + }, + { + "p": 0.04984638839960098, + "m": 0.5 + } + ] + }, + { + "epoch": 54, + "train_loss": 0.12113258242607117, + "val_loss": 0.8495663404464722, + "acc": 81.04, + "time": 208.7657613880001, + "param": [ + { + "p": 0.04315365478396416, + "m": 0.5 + }, + { + "p": 0.22117121517658234, + "m": 0.5 + }, + { + "p": 0.018461821600794792, + "m": 0.5 + }, + { + "p": 0.04136643186211586, + "m": 0.5 + }, + { + "p": 0.01547097135335207, + "m": 0.5 + }, + { + "p": 0.02903381735086441, + "m": 0.5 + }, + { + "p": 0.07759470492601395, + "m": 0.5 + }, + { + "p": 0.10727070271968842, + "m": 0.5 + }, + { + "p": 0.05847148224711418, + "m": 0.5 + }, + { + "p": 0.09184073656797409, + "m": 0.5 + }, + { + "p": 0.07960764318704605, + "m": 0.5 + }, + { + "p": 0.10870812833309174, + "m": 0.5 + }, + { + "p": 0.035524915903806686, + "m": 0.5 + }, + { + "p": 0.07232378423213959, + "m": 0.5 + } + ] + }, + { + "epoch": 55, + "train_loss": 0.10548779368400574, + "val_loss": 1.1491106748580933, + "acc": 81.14, + "time": 207.87239028594922, + "param": [ + { + "p": 0.022573407739400864, + "m": 0.5 + }, + { + "p": 0.17243340611457825, + "m": 0.5 + }, + { + "p": 0.01808125153183937, + "m": 0.5 + }, + { + "p": 0.10693325847387314, + "m": 0.5 + }, + { + "p": 0.0304650217294693, + "m": 0.5 + }, + { + "p": 0.05542410537600517, + "m": 0.5 + }, + { + "p": 0.065994031727314, + "m": 0.5 + }, + { + "p": 0.10821571201086044, + "m": 0.5 + }, + { + "p": 0.09914910793304443, + "m": 0.5 + }, + { + "p": 0.07034628093242645, + "m": 0.5 + }, + { + "p": 0.057447828352451324, + "m": 0.5 + }, + { + "p": 0.08941385895013809, + "m": 0.5 + }, + { + "p": 0.02227351814508438, + "m": 0.5 + }, + { + "p": 0.08124919980764389, + "m": 0.5 + } + ] + }, + { + "epoch": 56, + "train_loss": 0.09340556710958481, + "val_loss": 0.9223968386650085, + "acc": 80.97, + "time": 208.08500035805628, + "param": [ + { + "p": 0.003262719139456749, + "m": 0.5 + }, + { + "p": 0.15545451641082764, + "m": 0.5 + }, + { + "p": 0.01462516002357006, + "m": 0.5 + }, + { + "p": 0.10473143309354782, + "m": 0.5 + }, + { + "p": 0.054138049483299255, + "m": 0.5 + }, + { + "p": 0.05858280509710312, + "m": 0.5 + }, + { + "p": 0.08354558795690536, + "m": 0.5 + }, + { + "p": 0.12575829029083252, + "m": 0.5 + }, + { + "p": 0.1033741682767868, + "m": 0.5 + }, + { + "p": 0.06444400548934937, + "m": 0.5 + }, + { + "p": 0.058007530868053436, + "m": 0.5 + }, + { + "p": 0.07922958582639694, + "m": 0.5 + }, + { + "p": 0.014099427498877048, + "m": 0.5 + }, + { + "p": 0.08074670284986496, + "m": 0.5 + } + ] + }, + { + "epoch": 57, + "train_loss": 0.18037845194339752, + "val_loss": 0.9106231927871704, + "acc": 80.75, + "time": 206.1040736330906, + "param": [ + { + "p": 0.0007135962950997055, + "m": 0.5 + }, + { + "p": 0.15125726163387299, + "m": 0.5 + }, + { + "p": 0.01044856384396553, + "m": 0.5 + }, + { + "p": 0.10389683395624161, + "m": 0.5 + }, + { + "p": 0.05464198812842369, + "m": 0.5 + }, + { + "p": 0.06585658341646194, + "m": 0.5 + }, + { + "p": 0.07699386775493622, + "m": 0.5 + }, + { + "p": 0.13886603713035583, + "m": 0.5 + }, + { + "p": 0.1209293082356453, + "m": 0.5 + }, + { + "p": 0.06082587316632271, + "m": 0.5 + }, + { + "p": 0.05988674983382225, + "m": 0.5 + }, + { + "p": 0.054131265729665756, + "m": 0.5 + }, + { + "p": 0.010107223875820637, + "m": 0.5 + }, + { + "p": 0.09144488722085953, + "m": 0.5 + } + ] + }, + { + "epoch": 58, + "train_loss": 0.0414290577173233, + "val_loss": 1.0495063066482544, + "acc": 80.96, + "time": 203.60695240204223, + "param": [ + { + "p": 0.24958215653896332, + "m": 0.5 + }, + { + "p": 0.11198148876428604, + "m": 0.5 + }, + { + "p": 0.0007128402357921004, + "m": 0.5 + }, + { + "p": 0.0673995241522789, + "m": 0.5 + }, + { + "p": 0.04956025630235672, + "m": 0.5 + }, + { + "p": 0.06090672314167023, + "m": 0.5 + }, + { + "p": 0.08020087331533432, + "m": 0.5 + }, + { + "p": 0.11717210710048676, + "m": 0.5 + }, + { + "p": 0.031801313161849976, + "m": 0.5 + }, + { + "p": 0.04198741167783737, + "m": 0.5 + }, + { + "p": 0.04890987277030945, + "m": 0.5 + }, + { + "p": 0.05873912572860718, + "m": 0.5 + }, + { + "p": 0.011515459977090359, + "m": 0.5 + }, + { + "p": 0.0695309042930603, + "m": 0.5 + } + ] + }, + { + "epoch": 59, + "train_loss": 0.03317119926214218, + "val_loss": 0.8799669146537781, + "acc": 81.19, + "time": 203.78878561989404, + "param": [ + { + "p": 0.2015908807516098, + "m": 0.5 + }, + { + "p": 0.09081678837537766, + "m": 0.5 + }, + { + "p": 0.0028421643655747175, + "m": 0.5 + }, + { + "p": 0.05944151058793068, + "m": 0.5 + }, + { + "p": 0.04600081220269203, + "m": 0.5 + }, + { + "p": 0.07456604391336441, + "m": 0.5 + }, + { + "p": 0.08468819409608841, + "m": 0.5 + }, + { + "p": 0.05061422288417816, + "m": 0.5 + }, + { + "p": 0.15532931685447693, + "m": 0.5 + }, + { + "p": 0.029868099838495255, + "m": 0.5 + }, + { + "p": 0.00565278809517622, + "m": 0.5 + }, + { + "p": 0.04242319613695145, + "m": 0.5 + }, + { + "p": 0.08530358225107193, + "m": 0.5 + }, + { + "p": 0.07086250931024551, + "m": 0.5 + } + ] + }, + { + "epoch": 60, + "train_loss": 0.19169475138187408, + "val_loss": 1.331581473350525, + "acc": 81.02, + "time": 202.43470385100227, + "param": [ + { + "p": 0.1512589156627655, + "m": 0.5 + }, + { + "p": 0.05541699379682541, + "m": 0.5 + }, + { + "p": 0.029020430520176888, + "m": 0.5 + }, + { + "p": 0.036331597715616226, + "m": 0.5 + }, + { + "p": 0.04509829729795456, + "m": 0.5 + }, + { + "p": 0.06659099459648132, + "m": 0.5 + }, + { + "p": 0.0679718628525734, + "m": 0.5 + }, + { + "p": 0.07281999289989471, + "m": 0.5 + }, + { + "p": 0.13675697147846222, + "m": 0.5 + }, + { + "p": 0.026310650631785393, + "m": 0.5 + }, + { + "p": 0.13551974296569824, + "m": 0.5 + }, + { + "p": 0.06301296502351761, + "m": 0.5 + }, + { + "p": 0.06495141983032227, + "m": 0.5 + }, + { + "p": 0.04893910884857178, + "m": 0.5 + } + ] + }, + { + "epoch": 61, + "train_loss": 0.02212700806558132, + "val_loss": 1.1288485527038574, + "acc": 81.77, + "time": 204.28330723603722, + "param": [ + { + "p": 0.12982948124408722, + "m": 0.5 + }, + { + "p": 0.060513827949762344, + "m": 0.5 + }, + { + "p": 0.03106360323727131, + "m": 0.5 + }, + { + "p": 0.07483549416065216, + "m": 0.5 + }, + { + "p": 0.04299185797572136, + "m": 0.5 + }, + { + "p": 0.06666172295808792, + "m": 0.5 + }, + { + "p": 0.0688570886850357, + "m": 0.5 + }, + { + "p": 0.12431484460830688, + "m": 0.5 + }, + { + "p": 0.11322183907032013, + "m": 0.5 + }, + { + "p": 0.02997354231774807, + "m": 0.5 + }, + { + "p": 0.12055087089538574, + "m": 0.5 + }, + { + "p": 0.033959001302719116, + "m": 0.5 + }, + { + "p": 0.0569726824760437, + "m": 0.5 + }, + { + "p": 0.046254124492406845, + "m": 0.5 + } + ] + }, + { + "epoch": 62, + "train_loss": 0.09736327081918716, + "val_loss": 0.9159135222434998, + "acc": 81.69, + "time": 205.43450242606923, + "param": [ + { + "p": 0.12733614444732666, + "m": 0.5 + }, + { + "p": 0.06651053577661514, + "m": 0.5 + }, + { + "p": 0.03335117921233177, + "m": 0.5 + }, + { + "p": 0.0714598223567009, + "m": 0.5 + }, + { + "p": 0.04882102832198143, + "m": 0.5 + }, + { + "p": 0.08400464057922363, + "m": 0.5 + }, + { + "p": 0.007623441983014345, + "m": 0.5 + }, + { + "p": 0.10968072712421417, + "m": 0.5 + }, + { + "p": 0.1370970457792282, + "m": 0.5 + }, + { + "p": 0.02925903908908367, + "m": 0.5 + }, + { + "p": 0.11846503615379333, + "m": 0.5 + }, + { + "p": 0.08519333600997925, + "m": 0.5 + }, + { + "p": 0.05287717655301094, + "m": 0.5 + }, + { + "p": 0.028320884332060814, + "m": 0.5 + } + ] + }, + { + "epoch": 63, + "train_loss": 0.20464541018009186, + "val_loss": 0.9836987257003784, + "acc": 81.19, + "time": 206.12154246901628, + "param": [ + { + "p": 0.1022234559059143, + "m": 0.5 + }, + { + "p": 0.07223369926214218, + "m": 0.5 + }, + { + "p": 0.027720656245946884, + "m": 0.5 + }, + { + "p": 0.06629680097103119, + "m": 0.5 + }, + { + "p": 0.038023438304662704, + "m": 0.5 + }, + { + "p": 0.09766370058059692, + "m": 0.5 + }, + { + "p": 0.07908600568771362, + "m": 0.5 + }, + { + "p": 0.12580271065235138, + "m": 0.5 + }, + { + "p": 0.10157671570777893, + "m": 0.5 + }, + { + "p": 0.029270272701978683, + "m": 0.5 + }, + { + "p": 0.09409365057945251, + "m": 0.5 + }, + { + "p": 0.07646998018026352, + "m": 0.5 + }, + { + "p": 0.031159786507487297, + "m": 0.5 + }, + { + "p": 0.05837918445467949, + "m": 0.5 + } + ] + }, + { + "epoch": 64, + "train_loss": 0.2685224413871765, + "val_loss": 0.8806471824645996, + "acc": 81.39, + "time": 206.06361305096652, + "param": [ + { + "p": 0.09039036929607391, + "m": 0.5 + }, + { + "p": 0.07494287192821503, + "m": 0.5 + }, + { + "p": 0.02298811264336109, + "m": 0.5 + }, + { + "p": 0.06313431262969971, + "m": 0.5 + }, + { + "p": 0.0444403775036335, + "m": 0.5 + }, + { + "p": 0.10110162943601608, + "m": 0.5 + }, + { + "p": 0.08732664585113525, + "m": 0.5 + }, + { + "p": 0.1213715523481369, + "m": 0.5 + }, + { + "p": 0.12375149875879288, + "m": 0.5 + }, + { + "p": 0.028259096667170525, + "m": 0.5 + }, + { + "p": 0.0766298845410347, + "m": 0.5 + }, + { + "p": 0.0754309669137001, + "m": 0.5 + }, + { + "p": 0.02365916036069393, + "m": 0.5 + }, + { + "p": 0.06657352298498154, + "m": 0.5 + } + ] + }, + { + "epoch": 65, + "train_loss": 0.05782049894332886, + "val_loss": 0.8238593339920044, + "acc": 81.27, + "time": 205.43276906199753, + "param": [ + { + "p": 0.08142774552106857, + "m": 0.5 + }, + { + "p": 0.07434621453285217, + "m": 0.5 + }, + { + "p": 0.02090788446366787, + "m": 0.5 + }, + { + "p": 0.06962627172470093, + "m": 0.5 + }, + { + "p": 0.037980563938617706, + "m": 0.5 + }, + { + "p": 0.09241306781768799, + "m": 0.5 + }, + { + "p": 0.0932050496339798, + "m": 0.5 + }, + { + "p": 0.12825490534305573, + "m": 0.5 + }, + { + "p": 0.105452761054039, + "m": 0.5 + }, + { + "p": 0.033227190375328064, + "m": 0.5 + }, + { + "p": 0.06314314901828766, + "m": 0.5 + }, + { + "p": 0.10285789519548416, + "m": 0.5 + }, + { + "p": 0.021439174190163612, + "m": 0.5 + }, + { + "p": 0.07571813464164734, + "m": 0.5 + } + ] + }, + { + "epoch": 66, + "train_loss": 0.1225832849740982, + "val_loss": 0.8837815523147583, + "acc": 81.11, + "time": 204.4152600839734, + "param": [ + { + "p": 0.07886407524347305, + "m": 0.5 + }, + { + "p": 0.07927846163511276, + "m": 0.5 + }, + { + "p": 0.023691706359386444, + "m": 0.5 + }, + { + "p": 0.07214532047510147, + "m": 0.5 + }, + { + "p": 0.043992411345243454, + "m": 0.5 + }, + { + "p": 0.0799512192606926, + "m": 0.5 + }, + { + "p": 0.10666096210479736, + "m": 0.5 + }, + { + "p": 0.14519593119621277, + "m": 0.5 + }, + { + "p": 0.0957760289311409, + "m": 0.5 + }, + { + "p": 0.03318711742758751, + "m": 0.5 + }, + { + "p": 0.05618550628423691, + "m": 0.5 + }, + { + "p": 0.09247514605522156, + "m": 0.5 + }, + { + "p": 0.0009845097083598375, + "m": 0.5 + }, + { + "p": 0.09161151200532913, + "m": 0.5 + } + ] + }, + { + "epoch": 67, + "train_loss": 0.15554596483707428, + "val_loss": 0.8531774878501892, + "acc": 80.74, + "time": 206.7999388750177, + "param": [ + { + "p": 0.05229689180850983, + "m": 0.5 + }, + { + "p": 0.0741838663816452, + "m": 0.5 + }, + { + "p": 0.02007422037422657, + "m": 0.5 + }, + { + "p": 0.06302275508642197, + "m": 0.5 + }, + { + "p": 0.024751709774136543, + "m": 0.5 + }, + { + "p": 0.06773118674755096, + "m": 0.5 + }, + { + "p": 0.08654248714447021, + "m": 0.5 + }, + { + "p": 0.12283258140087128, + "m": 0.5 + }, + { + "p": 0.10521843284368515, + "m": 0.5 + }, + { + "p": 0.02185218594968319, + "m": 0.5 + }, + { + "p": 0.019423523917794228, + "m": 0.5 + }, + { + "p": 0.06100941076874733, + "m": 0.5 + }, + { + "p": 0.222670316696167, + "m": 0.5 + }, + { + "p": 0.05839049443602562, + "m": 0.5 + } + ] + }, + { + "epoch": 68, + "train_loss": 0.37339672446250916, + "val_loss": 0.997060239315033, + "acc": 80.79, + "time": 206.88436259306036, + "param": [ + { + "p": 0.0380522795021534, + "m": 0.5 + }, + { + "p": 0.05152980610728264, + "m": 0.5 + }, + { + "p": 0.01671489141881466, + "m": 0.5 + }, + { + "p": 0.05934522673487663, + "m": 0.5 + }, + { + "p": 0.04818956181406975, + "m": 0.5 + }, + { + "p": 0.07924085855484009, + "m": 0.5 + }, + { + "p": 0.06939653307199478, + "m": 0.5 + }, + { + "p": 0.12760505080223083, + "m": 0.5 + }, + { + "p": 0.10728368163108826, + "m": 0.5 + }, + { + "p": 0.016483716666698456, + "m": 0.5 + }, + { + "p": 0.050617098808288574, + "m": 0.5 + }, + { + "p": 0.07772360742092133, + "m": 0.5 + }, + { + "p": 0.16546311974525452, + "m": 0.5 + }, + { + "p": 0.09235454350709915, + "m": 0.5 + } + ] + }, + { + "epoch": 69, + "train_loss": 0.2311369627714157, + "val_loss": 0.937924325466156, + "acc": 80.59, + "time": 207.65841974993236, + "param": [ + { + "p": 0.01985713467001915, + "m": 0.5 + }, + { + "p": 0.18435138463974, + "m": 0.5 + }, + { + "p": 0.0007101460942067206, + "m": 0.5 + }, + { + "p": 0.04865816608071327, + "m": 0.5 + }, + { + "p": 0.03286720812320709, + "m": 0.5 + }, + { + "p": 0.05202476307749748, + "m": 0.5 + }, + { + "p": 0.06636229157447815, + "m": 0.5 + }, + { + "p": 0.10448794066905975, + "m": 0.5 + }, + { + "p": 0.21916839480400085, + "m": 0.5 + }, + { + "p": 0.017349163070321083, + "m": 0.5 + }, + { + "p": 0.0403422936797142, + "m": 0.5 + }, + { + "p": 0.06954693794250488, + "m": 0.5 + }, + { + "p": 0.08199003338813782, + "m": 0.5 + }, + { + "p": 0.06228408217430115, + "m": 0.5 + } + ] + }, + { + "epoch": 70, + "train_loss": 0.03373221680521965, + "val_loss": 0.902880847454071, + "acc": 80.49, + "time": 204.38618109398521, + "param": [ + { + "p": 0.019726062193512917, + "m": 0.5 + }, + { + "p": 0.1767841875553131, + "m": 0.5 + }, + { + "p": 0.0007062199292704463, + "m": 0.5 + }, + { + "p": 0.037993092089891434, + "m": 0.5 + }, + { + "p": 0.027173778042197227, + "m": 0.5 + }, + { + "p": 0.03770461678504944, + "m": 0.5 + }, + { + "p": 0.0509442500770092, + "m": 0.5 + }, + { + "p": 0.15657690167427063, + "m": 0.5 + }, + { + "p": 0.2491355687379837, + "m": 0.5 + }, + { + "p": 0.013112020678818226, + "m": 0.5 + }, + { + "p": 0.037526391446590424, + "m": 0.5 + }, + { + "p": 0.05049946904182434, + "m": 0.5 + }, + { + "p": 0.07871031016111374, + "m": 0.5 + }, + { + "p": 0.06340711563825607, + "m": 0.5 + } + ] + }, + { + "epoch": 71, + "train_loss": 0.07490821182727814, + "val_loss": 1.1909326314926147, + "acc": 80.91, + "time": 205.79024296603166, + "param": [ + { + "p": 0.01648436300456524, + "m": 0.5 + }, + { + "p": 0.14193572103977203, + "m": 0.5 + }, + { + "p": 0.024083491414785385, + "m": 0.5 + }, + { + "p": 0.0007154273334890604, + "m": 0.5 + }, + { + "p": 0.04343930631875992, + "m": 0.5 + }, + { + "p": 0.03615487739443779, + "m": 0.5 + }, + { + "p": 0.1016535684466362, + "m": 0.5 + }, + { + "p": 0.2017335593700409, + "m": 0.5 + }, + { + "p": 0.19753322005271912, + "m": 0.5 + }, + { + "p": 0.015456749126315117, + "m": 0.5 + }, + { + "p": 0.04436923936009407, + "m": 0.5 + }, + { + "p": 0.05188380926847458, + "m": 0.5 + }, + { + "p": 0.06535546481609344, + "m": 0.5 + }, + { + "p": 0.05920122563838959, + "m": 0.5 + } + ] + }, + { + "epoch": 72, + "train_loss": 0.14566576480865479, + "val_loss": 1.1869239807128906, + "acc": 81.08, + "time": 207.53441584401298, + "param": [ + { + "p": 0.0118048544973135, + "m": 0.5 + }, + { + "p": 0.08502349257469177, + "m": 0.5 + }, + { + "p": 0.020995942875742912, + "m": 0.5 + }, + { + "p": 0.21053765714168549, + "m": 0.5 + }, + { + "p": 0.05227852985262871, + "m": 0.5 + }, + { + "p": 0.0800412967801094, + "m": 0.5 + }, + { + "p": 0.07219745963811874, + "m": 0.5 + }, + { + "p": 0.13606370985507965, + "m": 0.5 + }, + { + "p": 0.11733198910951614, + "m": 0.5 + }, + { + "p": 0.008496884256601334, + "m": 0.5 + }, + { + "p": 0.03508106991648674, + "m": 0.5 + }, + { + "p": 0.06982749700546265, + "m": 0.5 + }, + { + "p": 0.03565186262130737, + "m": 0.5 + }, + { + "p": 0.06466782838106155, + "m": 0.5 + } + ] + }, + { + "epoch": 73, + "train_loss": 0.04546702280640602, + "val_loss": 0.9169172048568726, + "acc": 80.96, + "time": 207.75700903101824, + "param": [ + { + "p": 0.00071401905734092, + "m": 0.5 + }, + { + "p": 0.08428355306386948, + "m": 0.5 + }, + { + "p": 0.019541902467608452, + "m": 0.5 + }, + { + "p": 0.20851045846939087, + "m": 0.5 + }, + { + "p": 0.049311988055706024, + "m": 0.5 + }, + { + "p": 0.0895192101597786, + "m": 0.5 + }, + { + "p": 0.09828679263591766, + "m": 0.5 + }, + { + "p": 0.13288947939872742, + "m": 0.5 + }, + { + "p": 0.11110683530569077, + "m": 0.5 + }, + { + "p": 0.023183725774288177, + "m": 0.5 + }, + { + "p": 0.025467639788985252, + "m": 0.5 + }, + { + "p": 0.0634564459323883, + "m": 0.5 + }, + { + "p": 0.03655347600579262, + "m": 0.5 + }, + { + "p": 0.05717439576983452, + "m": 0.5 + } + ] + }, + { + "epoch": 74, + "train_loss": 0.044970620423555374, + "val_loss": 0.9967148900032043, + "acc": 81.63, + "time": 209.47066734801047, + "param": [ + { + "p": 0.005354195833206177, + "m": 0.5 + }, + { + "p": 0.08711327612400055, + "m": 0.5 + }, + { + "p": 0.031283117830753326, + "m": 0.5 + }, + { + "p": 0.2152888923883438, + "m": 0.5 + }, + { + "p": 0.048586249351501465, + "m": 0.5 + }, + { + "p": 0.0973009318113327, + "m": 0.5 + }, + { + "p": 0.11316278576850891, + "m": 0.5 + }, + { + "p": 0.1444966048002243, + "m": 0.5 + }, + { + "p": 0.10516919940710068, + "m": 0.5 + }, + { + "p": 0.013457723893225193, + "m": 0.5 + }, + { + "p": 0.042781200259923935, + "m": 0.5 + }, + { + "p": 0.04586992785334587, + "m": 0.5 + }, + { + "p": 0.04942110553383827, + "m": 0.5 + }, + { + "p": 0.0007148485165089369, + "m": 0.5 + } + ] + }, + { + "epoch": 75, + "train_loss": 0.2909430265426636, + "val_loss": 0.9584470391273499, + "acc": 81.31, + "time": 207.90317352395505, + "param": [ + { + "p": 0.0021194887813180685, + "m": 0.5 + }, + { + "p": 0.08303342759609222, + "m": 0.5 + }, + { + "p": 0.02734704688191414, + "m": 0.5 + }, + { + "p": 0.20523326098918915, + "m": 0.5 + }, + { + "p": 0.04573614150285721, + "m": 0.5 + }, + { + "p": 0.11421526968479156, + "m": 0.5 + }, + { + "p": 0.11647289246320724, + "m": 0.5 + }, + { + "p": 0.1568383276462555, + "m": 0.5 + }, + { + "p": 0.10574591904878616, + "m": 0.5 + }, + { + "p": 0.0007157590589486063, + "m": 0.5 + }, + { + "p": 0.01870589889585972, + "m": 0.5 + }, + { + "p": 0.05704730004072189, + "m": 0.5 + }, + { + "p": 0.04563208669424057, + "m": 0.5 + }, + { + "p": 0.021157149225473404, + "m": 0.5 + } + ] + }, + { + "epoch": 76, + "train_loss": 0.16645382344722748, + "val_loss": 1.0009762048721313, + "acc": 81.3, + "time": 207.27297444990836, + "param": [ + { + "p": 0.000710986671037972, + "m": 0.5 + }, + { + "p": 0.08080922812223434, + "m": 0.5 + }, + { + "p": 0.02719097211956978, + "m": 0.5 + }, + { + "p": 0.19922973215579987, + "m": 0.5 + }, + { + "p": 0.049822352826595306, + "m": 0.5 + }, + { + "p": 0.11457604169845581, + "m": 0.5 + }, + { + "p": 0.06667280942201614, + "m": 0.5 + }, + { + "p": 0.15683867037296295, + "m": 0.5 + }, + { + "p": 0.13810236752033234, + "m": 0.5 + }, + { + "p": 0.006306794472038746, + "m": 0.5 + }, + { + "p": 0.03246496990323067, + "m": 0.5 + }, + { + "p": 0.05482077971100807, + "m": 0.5 + }, + { + "p": 0.050449568778276443, + "m": 0.5 + }, + { + "p": 0.022004760801792145, + "m": 0.5 + } + ] + }, + { + "epoch": 77, + "train_loss": 0.03652206435799599, + "val_loss": 0.8409399390220642, + "acc": 81.3, + "time": 206.61528966994956, + "param": [ + { + "p": 0.008096151053905487, + "m": 0.5 + }, + { + "p": 0.08097942918539047, + "m": 0.5 + }, + { + "p": 0.03048810176551342, + "m": 0.5 + }, + { + "p": 0.20021812617778778, + "m": 0.5 + }, + { + "p": 0.045814137905836105, + "m": 0.5 + }, + { + "p": 0.10634882748126984, + "m": 0.5 + }, + { + "p": 0.05367550998926163, + "m": 0.5 + }, + { + "p": 0.1697663813829422, + "m": 0.5 + }, + { + "p": 0.14354948699474335, + "m": 0.5 + }, + { + "p": 0.0007161316461861134, + "m": 0.5 + }, + { + "p": 0.04471893981099129, + "m": 0.5 + }, + { + "p": 0.051194481551647186, + "m": 0.5 + }, + { + "p": 0.04878893122076988, + "m": 0.5 + }, + { + "p": 0.015645289793610573, + "m": 0.5 + } + ] + }, + { + "epoch": 78, + "train_loss": 0.023360449820756912, + "val_loss": 0.9605545997619629, + "acc": 81.13, + "time": 206.00723565206863, + "param": [ + { + "p": 0.012565196491777897, + "m": 0.5 + }, + { + "p": 0.07018893212080002, + "m": 0.5 + }, + { + "p": 0.030756007879972458, + "m": 0.5 + }, + { + "p": 0.17219455540180206, + "m": 0.5 + }, + { + "p": 0.055642999708652496, + "m": 0.5 + }, + { + "p": 0.08907288312911987, + "m": 0.5 + }, + { + "p": 0.09079575538635254, + "m": 0.5 + }, + { + "p": 0.15763576328754425, + "m": 0.5 + }, + { + "p": 0.13878163695335388, + "m": 0.5 + }, + { + "p": 0.009484811685979366, + "m": 0.5 + }, + { + "p": 0.05890478193759918, + "m": 0.5 + }, + { + "p": 0.05765388906002045, + "m": 0.5 + }, + { + "p": 0.042358510196208954, + "m": 0.5 + }, + { + "p": 0.013964299112558365, + "m": 0.5 + } + ] + }, + { + "epoch": 79, + "train_loss": 0.1315326690673828, + "val_loss": 0.8242958784103394, + "acc": 81.51, + "time": 207.49256876297295, + "param": [ + { + "p": 0.015772299841046333, + "m": 0.5 + }, + { + "p": 0.07241342961788177, + "m": 0.5 + }, + { + "p": 0.027915796265006065, + "m": 0.5 + }, + { + "p": 0.1773987114429474, + "m": 0.5 + }, + { + "p": 0.04320022463798523, + "m": 0.5 + }, + { + "p": 0.09592855721712112, + "m": 0.5 + }, + { + "p": 0.07458949834108353, + "m": 0.5 + }, + { + "p": 0.1602470725774765, + "m": 0.5 + }, + { + "p": 0.1414465308189392, + "m": 0.5 + }, + { + "p": 0.01762573979794979, + "m": 0.5 + }, + { + "p": 0.05334112048149109, + "m": 0.5 + }, + { + "p": 0.059892814606428146, + "m": 0.5 + }, + { + "p": 0.04242700710892677, + "m": 0.5 + }, + { + "p": 0.017801187932491302, + "m": 0.5 + } + ] + }, + { + "epoch": 80, + "train_loss": 0.15236146748065948, + "val_loss": 1.220719337463379, + "acc": 81.76, + "time": 209.58283509209286, + "param": [ + { + "p": 0.014941188506782055, + "m": 0.5 + }, + { + "p": 0.07251669466495514, + "m": 0.5 + }, + { + "p": 0.027389606460928917, + "m": 0.5 + }, + { + "p": 0.17741024494171143, + "m": 0.5 + }, + { + "p": 0.039255283772945404, + "m": 0.5 + }, + { + "p": 0.07320042699575424, + "m": 0.5 + }, + { + "p": 0.12528833746910095, + "m": 0.5 + }, + { + "p": 0.15575452148914337, + "m": 0.5 + }, + { + "p": 0.1675276756286621, + "m": 0.5 + }, + { + "p": 0.008376206271350384, + "m": 0.5 + }, + { + "p": 0.020667508244514465, + "m": 0.5 + }, + { + "p": 0.06860196590423584, + "m": 0.5 + }, + { + "p": 0.029575342312455177, + "m": 0.5 + }, + { + "p": 0.019494976848363876, + "m": 0.5 + } + ] + }, + { + "epoch": 81, + "train_loss": 0.03578527271747589, + "val_loss": 0.8752682209014893, + "acc": 81.64, + "time": 206.58057521900628, + "param": [ + { + "p": 0.015389464795589447, + "m": 0.5 + }, + { + "p": 0.06226601451635361, + "m": 0.5 + }, + { + "p": 0.025993164628744125, + "m": 0.5 + }, + { + "p": 0.15167933702468872, + "m": 0.5 + }, + { + "p": 0.055076658725738525, + "m": 0.5 + }, + { + "p": 0.08711506426334381, + "m": 0.5 + }, + { + "p": 0.102245032787323, + "m": 0.5 + }, + { + "p": 0.14231283962726593, + "m": 0.5 + }, + { + "p": 0.16347108781337738, + "m": 0.5 + }, + { + "p": 0.009797811508178711, + "m": 0.5 + }, + { + "p": 0.03772587701678276, + "m": 0.5 + }, + { + "p": 0.09323810786008835, + "m": 0.5 + }, + { + "p": 0.03378364071249962, + "m": 0.5 + }, + { + "p": 0.01990603841841221, + "m": 0.5 + } + ] + }, + { + "epoch": 82, + "train_loss": 0.022571733221411705, + "val_loss": 0.9952499270439148, + "acc": 81.6, + "time": 207.4425054800231, + "param": [ + { + "p": 0.016209479421377182, + "m": 0.5 + }, + { + "p": 0.05657939612865448, + "m": 0.5 + }, + { + "p": 0.020312514156103134, + "m": 0.5 + }, + { + "p": 0.13801884651184082, + "m": 0.5 + }, + { + "p": 0.04494579881429672, + "m": 0.5 + }, + { + "p": 0.09673358500003815, + "m": 0.5 + }, + { + "p": 0.13531258702278137, + "m": 0.5 + }, + { + "p": 0.16937032341957092, + "m": 0.5 + }, + { + "p": 0.16168741881847382, + "m": 0.5 + }, + { + "p": 0.015498590655624866, + "m": 0.5 + }, + { + "p": 0.052294205874204636, + "m": 0.5 + }, + { + "p": 0.04797640070319176, + "m": 0.5 + }, + { + "p": 0.02764519304037094, + "m": 0.5 + }, + { + "p": 0.017415715381503105, + "m": 0.5 + } + ] + }, + { + "epoch": 83, + "train_loss": 0.017225831747055054, + "val_loss": 1.0435912609100342, + "acc": 81.64, + "time": 204.99461254896596, + "param": [ + { + "p": 0.001638322602957487, + "m": 0.5 + }, + { + "p": 0.04683348163962364, + "m": 0.5 + }, + { + "p": 0.014772476628422737, + "m": 0.5 + }, + { + "p": 0.11274990439414978, + "m": 0.5 + }, + { + "p": 0.054993465542793274, + "m": 0.5 + }, + { + "p": 0.0764862671494484, + "m": 0.5 + }, + { + "p": 0.14689669013023376, + "m": 0.5 + }, + { + "p": 0.15840303897857666, + "m": 0.5 + }, + { + "p": 0.15083195269107819, + "m": 0.5 + }, + { + "p": 0.012910090386867523, + "m": 0.5 + }, + { + "p": 0.04305876046419144, + "m": 0.5 + }, + { + "p": 0.11731329560279846, + "m": 0.5 + }, + { + "p": 0.04094936326146126, + "m": 0.5 + }, + { + "p": 0.022162891924381256, + "m": 0.5 + } + ] + }, + { + "epoch": 84, + "train_loss": 0.14588405191898346, + "val_loss": 0.8974785208702087, + "acc": 81.52, + "time": 203.71484440099448, + "param": [ + { + "p": 0.002541178371757269, + "m": 0.5 + }, + { + "p": 0.04811577498912811, + "m": 0.5 + }, + { + "p": 0.0007146330899558961, + "m": 0.5 + }, + { + "p": 0.11384403705596924, + "m": 0.5 + }, + { + "p": 0.06717460602521896, + "m": 0.5 + }, + { + "p": 0.0778430625796318, + "m": 0.5 + }, + { + "p": 0.15584880113601685, + "m": 0.5 + }, + { + "p": 0.1713264286518097, + "m": 0.5 + }, + { + "p": 0.161387637257576, + "m": 0.5 + }, + { + "p": 0.015020865015685558, + "m": 0.5 + }, + { + "p": 0.0007146330899558961, + "m": 0.5 + }, + { + "p": 0.12763863801956177, + "m": 0.5 + }, + { + "p": 0.033135902136564255, + "m": 0.5 + }, + { + "p": 0.024693764746189117, + "m": 0.5 + } + ] + }, + { + "epoch": 85, + "train_loss": 0.1661292314529419, + "val_loss": 1.1883639097213745, + "acc": 82.08, + "time": 203.09622596902773, + "param": [ + { + "p": 0.0016242587007582188, + "m": 0.5 + }, + { + "p": 0.04253121092915535, + "m": 0.5 + }, + { + "p": 0.027426229789853096, + "m": 0.5 + }, + { + "p": 0.1014251857995987, + "m": 0.5 + }, + { + "p": 0.08029156178236008, + "m": 0.5 + }, + { + "p": 0.10007710009813309, + "m": 0.5 + }, + { + "p": 0.1468564122915268, + "m": 0.5 + }, + { + "p": 0.15933126211166382, + "m": 0.5 + }, + { + "p": 0.16156241297721863, + "m": 0.5 + }, + { + "p": 0.01535662729293108, + "m": 0.5 + }, + { + "p": 0.0027051917277276516, + "m": 0.5 + }, + { + "p": 0.1175805851817131, + "m": 0.5 + }, + { + "p": 0.030091451480984688, + "m": 0.5 + }, + { + "p": 0.013140473514795303, + "m": 0.5 + } + ] + }, + { + "epoch": 86, + "train_loss": 0.05420687794685364, + "val_loss": 1.1101423501968384, + "acc": 81.83, + "time": 201.2893595120404, + "param": [ + { + "p": 0.1057317703962326, + "m": 0.5 + }, + { + "p": 0.026652084663510323, + "m": 0.5 + }, + { + "p": 0.023404370993375778, + "m": 0.5 + }, + { + "p": 0.060830019414424896, + "m": 0.5 + }, + { + "p": 0.052761971950531006, + "m": 0.5 + }, + { + "p": 0.09598266333341599, + "m": 0.5 + }, + { + "p": 0.09538534283638, + "m": 0.5 + }, + { + "p": 0.0953705832362175, + "m": 0.5 + }, + { + "p": 0.11961761862039566, + "m": 0.5 + }, + { + "p": 0.005997866857796907, + "m": 0.5 + }, + { + "p": 0.19516496360301971, + "m": 0.5 + }, + { + "p": 0.0738452821969986, + "m": 0.5 + }, + { + "p": 0.019300315529108047, + "m": 0.5 + }, + { + "p": 0.029955217614769936, + "m": 0.5 + } + ] + }, + { + "epoch": 87, + "train_loss": 0.0676601305603981, + "val_loss": 1.0251688957214355, + "acc": 81.74, + "time": 201.76798056904227, + "param": [ + { + "p": 0.09715371578931808, + "m": 0.5 + }, + { + "p": 0.023972202092409134, + "m": 0.5 + }, + { + "p": 0.018374493345618248, + "m": 0.5 + }, + { + "p": 0.05881441757082939, + "m": 0.5 + }, + { + "p": 0.07710740715265274, + "m": 0.5 + }, + { + "p": 0.11873714625835419, + "m": 0.5 + }, + { + "p": 0.09158332645893097, + "m": 0.5 + }, + { + "p": 0.10840871185064316, + "m": 0.5 + }, + { + "p": 0.11910974979400635, + "m": 0.5 + }, + { + "p": 0.015460256487131119, + "m": 0.5 + }, + { + "p": 0.18243378400802612, + "m": 0.5 + }, + { + "p": 0.0007149430457502604, + "m": 0.5 + }, + { + "p": 0.06933934986591339, + "m": 0.5 + }, + { + "p": 0.01879039965569973, + "m": 0.5 + } + ] + }, + { + "epoch": 88, + "train_loss": 0.029455598443746567, + "val_loss": 1.0071322917938232, + "acc": 81.5, + "time": 204.71230032399762, + "param": [ + { + "p": 0.09851245582103729, + "m": 0.5 + }, + { + "p": 0.01329233217984438, + "m": 0.5 + }, + { + "p": 0.02532043866813183, + "m": 0.5 + }, + { + "p": 0.05546555295586586, + "m": 0.5 + }, + { + "p": 0.06300216168165207, + "m": 0.5 + }, + { + "p": 0.11997762322425842, + "m": 0.5 + }, + { + "p": 0.13260027766227722, + "m": 0.5 + }, + { + "p": 0.1072678416967392, + "m": 0.5 + }, + { + "p": 0.11760320514440536, + "m": 0.5 + }, + { + "p": 0.013343270868062973, + "m": 0.5 + }, + { + "p": 0.17922168970108032, + "m": 0.5 + }, + { + "p": 0.002968044951558113, + "m": 0.5 + }, + { + "p": 0.0595867894589901, + "m": 0.5 + }, + { + "p": 0.011838204227387905, + "m": 0.5 + } + ] + }, + { + "epoch": 89, + "train_loss": 0.057467587292194366, + "val_loss": 0.8426971435546875, + "acc": 81.68, + "time": 199.88025788008235, + "param": [ + { + "p": 0.0671926736831665, + "m": 0.5 + }, + { + "p": 0.024316418915987015, + "m": 0.5 + }, + { + "p": 0.029615819454193115, + "m": 0.5 + }, + { + "p": 0.04259985685348511, + "m": 0.5 + }, + { + "p": 0.06381302326917648, + "m": 0.5 + }, + { + "p": 0.09339730441570282, + "m": 0.5 + }, + { + "p": 0.1066947728395462, + "m": 0.5 + }, + { + "p": 0.09643884748220444, + "m": 0.5 + }, + { + "p": 0.06479199975728989, + "m": 0.5 + }, + { + "p": 0.0007106390548869967, + "m": 0.5 + }, + { + "p": 0.11997546255588531, + "m": 0.5 + }, + { + "p": 0.24484966695308685, + "m": 0.5 + }, + { + "p": 0.030417416244745255, + "m": 0.5 + }, + { + "p": 0.015186086297035217, + "m": 0.5 + } + ] + }, + { + "epoch": 90, + "train_loss": 0.07243026793003082, + "val_loss": 1.0301042795181274, + "acc": 82.01, + "time": 200.35996011795942, + "param": [ + { + "p": 0.0606374591588974, + "m": 0.5 + }, + { + "p": 0.0250160600990057, + "m": 0.5 + }, + { + "p": 0.028726721182465553, + "m": 0.5 + }, + { + "p": 0.038887668401002884, + "m": 0.5 + }, + { + "p": 0.06808733195066452, + "m": 0.5 + }, + { + "p": 0.11661700904369354, + "m": 0.5 + }, + { + "p": 0.05505526810884476, + "m": 0.5 + }, + { + "p": 0.12058719247579575, + "m": 0.5 + }, + { + "p": 0.10405086725950241, + "m": 0.5 + }, + { + "p": 0.03709157928824425, + "m": 0.5 + }, + { + "p": 0.10920140147209167, + "m": 0.5 + }, + { + "p": 0.22171752154827118, + "m": 0.5 + }, + { + "p": 0.0007156649953685701, + "m": 0.5 + }, + { + "p": 0.013608181849122047, + "m": 0.5 + } + ] + }, + { + "epoch": 91, + "train_loss": 0.08666831254959106, + "val_loss": 1.50093412399292, + "acc": 81.67, + "time": 199.18840522901155, + "param": [ + { + "p": 0.049109410494565964, + "m": 0.5 + }, + { + "p": 0.020436415448784828, + "m": 0.5 + }, + { + "p": 0.01948598586022854, + "m": 0.5 + }, + { + "p": 0.011250782757997513, + "m": 0.5 + }, + { + "p": 0.07528190314769745, + "m": 0.5 + }, + { + "p": 0.09280727058649063, + "m": 0.5 + }, + { + "p": 0.11987785249948502, + "m": 0.5 + }, + { + "p": 0.12952275574207306, + "m": 0.5 + }, + { + "p": 0.09040316194295883, + "m": 0.5 + }, + { + "p": 0.029934991151094437, + "m": 0.5 + }, + { + "p": 0.0859815776348114, + "m": 0.5 + }, + { + "p": 0.17577923834323883, + "m": 0.5 + }, + { + "p": 0.055537473410367966, + "m": 0.5 + }, + { + "p": 0.044591162353754044, + "m": 0.5 + } + ] + }, + { + "epoch": 92, + "train_loss": 0.12176604568958282, + "val_loss": 1.1647942066192627, + "acc": 81.73, + "time": 200.15851108706556, + "param": [ + { + "p": 0.04278334975242615, + "m": 0.5 + }, + { + "p": 0.023198572918772697, + "m": 0.5 + }, + { + "p": 0.009472084231674671, + "m": 0.5 + }, + { + "p": 0.0007111174636520445, + "m": 0.5 + }, + { + "p": 0.10402551293373108, + "m": 0.5 + }, + { + "p": 0.10245589166879654, + "m": 0.5 + }, + { + "p": 0.10693267732858658, + "m": 0.5 + }, + { + "p": 0.1616031378507614, + "m": 0.5 + }, + { + "p": 0.11381012201309204, + "m": 0.5 + }, + { + "p": 0.024524524807929993, + "m": 0.5 + }, + { + "p": 0.07249511778354645, + "m": 0.5 + }, + { + "p": 0.1550048142671585, + "m": 0.5 + }, + { + "p": 0.044490281492471695, + "m": 0.5 + }, + { + "p": 0.03849279507994652, + "m": 0.5 + } + ] + }, + { + "epoch": 93, + "train_loss": 0.045867547392845154, + "val_loss": 1.1402807235717773, + "acc": 81.61, + "time": 201.74010314408224, + "param": [ + { + "p": 0.035932738333940506, + "m": 0.5 + }, + { + "p": 0.0209210067987442, + "m": 0.5 + }, + { + "p": 0.03554443269968033, + "m": 0.5 + }, + { + "p": 0.04402901977300644, + "m": 0.5 + }, + { + "p": 0.09338303655385971, + "m": 0.5 + }, + { + "p": 0.10510115325450897, + "m": 0.5 + }, + { + "p": 0.12430867552757263, + "m": 0.5 + }, + { + "p": 0.13044653832912445, + "m": 0.5 + }, + { + "p": 0.12317835539579391, + "m": 0.5 + }, + { + "p": 0.02176523394882679, + "m": 0.5 + }, + { + "p": 0.06173672154545784, + "m": 0.5 + }, + { + "p": 0.13487635552883148, + "m": 0.5 + }, + { + "p": 0.03612913563847542, + "m": 0.5 + }, + { + "p": 0.032647598534822464, + "m": 0.5 + } + ] + }, + { + "epoch": 94, + "train_loss": 0.15995556116104126, + "val_loss": 1.0105183124542236, + "acc": 81.7, + "time": 202.611010959954, + "param": [ + { + "p": 0.031313057988882065, + "m": 0.5 + }, + { + "p": 0.013371594250202179, + "m": 0.5 + }, + { + "p": 0.03773301839828491, + "m": 0.5 + }, + { + "p": 0.038645002990961075, + "m": 0.5 + }, + { + "p": 0.09017359465360641, + "m": 0.5 + }, + { + "p": 0.11251883208751678, + "m": 0.5 + }, + { + "p": 0.1337449848651886, + "m": 0.5 + }, + { + "p": 0.11446426808834076, + "m": 0.5 + }, + { + "p": 0.14388751983642578, + "m": 0.5 + }, + { + "p": 0.020542969927191734, + "m": 0.5 + }, + { + "p": 0.06370901316404343, + "m": 0.5 + }, + { + "p": 0.11930829286575317, + "m": 0.5 + }, + { + "p": 0.04970281943678856, + "m": 0.5 + }, + { + "p": 0.0308850035071373, + "m": 0.5 + } + ] + }, + { + "epoch": 95, + "train_loss": 0.02239467389881611, + "val_loss": 0.6763543486595154, + "acc": 81.83, + "time": 200.76178674108814, + "param": [ + { + "p": 0.03532402962446213, + "m": 0.5 + }, + { + "p": 0.011347712017595768, + "m": 0.5 + }, + { + "p": 0.038594625890254974, + "m": 0.5 + }, + { + "p": 0.03750110790133476, + "m": 0.5 + }, + { + "p": 0.07362711429595947, + "m": 0.5 + }, + { + "p": 0.14131417870521545, + "m": 0.5 + }, + { + "p": 0.17553232610225677, + "m": 0.5 + }, + { + "p": 0.05574905127286911, + "m": 0.5 + }, + { + "p": 0.14872905611991882, + "m": 0.5 + }, + { + "p": 0.02028774656355381, + "m": 0.5 + }, + { + "p": 0.06881287693977356, + "m": 0.5 + }, + { + "p": 0.11340660601854324, + "m": 0.5 + }, + { + "p": 0.053231265395879745, + "m": 0.5 + }, + { + "p": 0.02654239721596241, + "m": 0.5 + } + ] + }, + { + "epoch": 96, + "train_loss": 0.09825258702039719, + "val_loss": 1.2237229347229004, + "acc": 81.36, + "time": 202.84656670398545, + "param": [ + { + "p": 0.035948581993579865, + "m": 0.5 + }, + { + "p": 0.019324729219079018, + "m": 0.5 + }, + { + "p": 0.04246049374341965, + "m": 0.5 + }, + { + "p": 0.03624358028173447, + "m": 0.5 + }, + { + "p": 0.07999885827302933, + "m": 0.5 + }, + { + "p": 0.15042395889759064, + "m": 0.5 + }, + { + "p": 0.15329985320568085, + "m": 0.5 + }, + { + "p": 0.07982529699802399, + "m": 0.5 + }, + { + "p": 0.147708922624588, + "m": 0.5 + }, + { + "p": 0.01644483581185341, + "m": 0.5 + }, + { + "p": 0.054165810346603394, + "m": 0.5 + }, + { + "p": 0.11398864537477493, + "m": 0.5 + }, + { + "p": 0.03819574415683746, + "m": 0.5 + }, + { + "p": 0.03197076916694641, + "m": 0.5 + } + ] + }, + { + "epoch": 97, + "train_loss": 0.0851532518863678, + "val_loss": 1.0149439573287964, + "acc": 81.76, + "time": 199.64177690504584, + "param": [ + { + "p": 0.03157283365726471, + "m": 0.5 + }, + { + "p": 0.02326936088502407, + "m": 0.5 + }, + { + "p": 0.04080037772655487, + "m": 0.5 + }, + { + "p": 0.03221336379647255, + "m": 0.5 + }, + { + "p": 0.07238630205392838, + "m": 0.5 + }, + { + "p": 0.13035708665847778, + "m": 0.5 + }, + { + "p": 0.1564895063638687, + "m": 0.5 + }, + { + "p": 0.142891988158226, + "m": 0.5 + }, + { + "p": 0.13127385079860687, + "m": 0.5 + }, + { + "p": 0.011916489340364933, + "m": 0.5 + }, + { + "p": 0.04852287098765373, + "m": 0.5 + }, + { + "p": 0.10195530951023102, + "m": 0.5 + }, + { + "p": 0.04485686495900154, + "m": 0.5 + }, + { + "p": 0.03149375319480896, + "m": 0.5 + } + ] + }, + { + "epoch": 98, + "train_loss": 0.06516099721193314, + "val_loss": 0.9062347412109375, + "acc": 81.84, + "time": 202.2396768690087, + "param": [ + { + "p": 0.030018040910363197, + "m": 0.5 + }, + { + "p": 0.017680929973721504, + "m": 0.5 + }, + { + "p": 0.04993366822600365, + "m": 0.5 + }, + { + "p": 0.03307372331619263, + "m": 0.5 + }, + { + "p": 0.08968057483434677, + "m": 0.5 + }, + { + "p": 0.13236023485660553, + "m": 0.5 + }, + { + "p": 0.16248777508735657, + "m": 0.5 + }, + { + "p": 0.1293194442987442, + "m": 0.5 + }, + { + "p": 0.10663341730833054, + "m": 0.5 + }, + { + "p": 0.000714685011189431, + "m": 0.5 + }, + { + "p": 0.0627150684595108, + "m": 0.5 + }, + { + "p": 0.09846308082342148, + "m": 0.5 + }, + { + "p": 0.04625320807099342, + "m": 0.5 + }, + { + "p": 0.04066621512174606, + "m": 0.5 + } + ] + }, + { + "epoch": 99, + "train_loss": 0.10326895862817764, + "val_loss": 0.9191344380378723, + "acc": 81.86, + "time": 201.90620282990858, + "param": [ + { + "p": 0.028072591871023178, + "m": 0.5 + }, + { + "p": 0.01940228044986725, + "m": 0.5 + }, + { + "p": 0.0470249317586422, + "m": 0.5 + }, + { + "p": 0.03346695750951767, + "m": 0.5 + }, + { + "p": 0.07580625265836716, + "m": 0.5 + }, + { + "p": 0.16700181365013123, + "m": 0.5 + }, + { + "p": 0.11846692115068436, + "m": 0.5 + }, + { + "p": 0.09415135532617569, + "m": 0.5 + }, + { + "p": 0.15204769372940063, + "m": 0.5 + }, + { + "p": 0.0007168532465584576, + "m": 0.5 + }, + { + "p": 0.055527213960886, + "m": 0.5 + }, + { + "p": 0.11476411670446396, + "m": 0.5 + }, + { + "p": 0.05169888958334923, + "m": 0.5 + }, + { + "p": 0.04185217618942261, + "m": 0.5 + } + ] + }, + { + "epoch": 100, + "train_loss": 0.06254386156797409, + "val_loss": 1.1735552549362183, + "acc": 81.81, + "time": 201.69574703800026, + "param": [ + { + "p": 0.023121070116758347, + "m": 0.5 + }, + { + "p": 0.01818474568426609, + "m": 0.5 + }, + { + "p": 0.0423557423055172, + "m": 0.5 + }, + { + "p": 0.029464466497302055, + "m": 0.5 + }, + { + "p": 0.08025406301021576, + "m": 0.5 + }, + { + "p": 0.1315372735261917, + "m": 0.5 + }, + { + "p": 0.09236311912536621, + "m": 0.5 + }, + { + "p": 0.16961751878261566, + "m": 0.5 + }, + { + "p": 0.12332500517368317, + "m": 0.5 + }, + { + "p": 0.05727502703666687, + "m": 0.5 + }, + { + "p": 0.05814270302653313, + "m": 0.5 + }, + { + "p": 0.10185767710208893, + "m": 0.5 + }, + { + "p": 0.03443395346403122, + "m": 0.5 + }, + { + "p": 0.038067594170570374, + "m": 0.5 + } + ] + }, + { + "epoch": 101, + "train_loss": 0.013534147292375565, + "val_loss": 1.011042833328247, + "acc": 82.08, + "time": 200.35377379099373, + "param": [ + { + "p": 0.017199542373418808, + "m": 0.5 + }, + { + "p": 0.016411561518907547, + "m": 0.5 + }, + { + "p": 0.03170860558748245, + "m": 0.5 + }, + { + "p": 0.010997707024216652, + "m": 0.5 + }, + { + "p": 0.05483955889940262, + "m": 0.5 + }, + { + "p": 0.10231181979179382, + "m": 0.5 + }, + { + "p": 0.11651339381933212, + "m": 0.5 + }, + { + "p": 0.11033616960048676, + "m": 0.5 + }, + { + "p": 0.1030256450176239, + "m": 0.5 + }, + { + "p": 0.038710277527570724, + "m": 0.5 + }, + { + "p": 0.0374988317489624, + "m": 0.5 + }, + { + "p": 0.07060598582029343, + "m": 0.5 + }, + { + "p": 0.26660218834877014, + "m": 0.5 + }, + { + "p": 0.023238753899931908, + "m": 0.5 + } + ] + }, + { + "epoch": 102, + "train_loss": 0.018964797258377075, + "val_loss": 1.0052757263183594, + "acc": 81.52, + "time": 200.40932723099831, + "param": [ + { + "p": 0.018235299736261368, + "m": 0.5 + }, + { + "p": 0.0007146857678890228, + "m": 0.5 + }, + { + "p": 0.021526025608181953, + "m": 0.5 + }, + { + "p": 0.12763477861881256, + "m": 0.5 + }, + { + "p": 0.04313678666949272, + "m": 0.5 + }, + { + "p": 0.11186482757329941, + "m": 0.5 + }, + { + "p": 0.07230217754840851, + "m": 0.5 + }, + { + "p": 0.11442933231592178, + "m": 0.5 + }, + { + "p": 0.09867044538259506, + "m": 0.5 + }, + { + "p": 0.030783725902438164, + "m": 0.5 + }, + { + "p": 0.058699265122413635, + "m": 0.5 + }, + { + "p": 0.0675387978553772, + "m": 0.5 + }, + { + "p": 0.21298207342624664, + "m": 0.5 + }, + { + "p": 0.021481722593307495, + "m": 0.5 + } + ] + }, + { + "epoch": 103, + "train_loss": 0.02025798335671425, + "val_loss": 0.901694655418396, + "acc": 81.7, + "time": 204.35702557698824, + "param": [ + { + "p": 0.012040426954627037, + "m": 0.5 + }, + { + "p": 0.08020895719528198, + "m": 0.5 + }, + { + "p": 0.02880183979868889, + "m": 0.5 + }, + { + "p": 0.09382226318120956, + "m": 0.5 + }, + { + "p": 0.07194270938634872, + "m": 0.5 + }, + { + "p": 0.07202660292387009, + "m": 0.5 + }, + { + "p": 0.10137190669775009, + "m": 0.5 + }, + { + "p": 0.10436031222343445, + "m": 0.5 + }, + { + "p": 0.13460467755794525, + "m": 0.5 + }, + { + "p": 0.02527148835361004, + "m": 0.5 + }, + { + "p": 0.05774867907166481, + "m": 0.5 + }, + { + "p": 0.04079192876815796, + "m": 0.5 + }, + { + "p": 0.1547417938709259, + "m": 0.5 + }, + { + "p": 0.022266443818807602, + "m": 0.5 + } + ] + }, + { + "epoch": 104, + "train_loss": 0.10713186115026474, + "val_loss": 1.1864840984344482, + "acc": 81.5, + "time": 202.1034854699392, + "param": [ + { + "p": 0.01702003739774227, + "m": 0.5 + }, + { + "p": 0.06789827346801758, + "m": 0.5 + }, + { + "p": 0.02531895413994789, + "m": 0.5 + }, + { + "p": 0.07981539517641068, + "m": 0.5 + }, + { + "p": 0.08261103928089142, + "m": 0.5 + }, + { + "p": 0.06895150244235992, + "m": 0.5 + }, + { + "p": 0.11480352282524109, + "m": 0.5 + }, + { + "p": 0.12360922992229462, + "m": 0.5 + }, + { + "p": 0.14778706431388855, + "m": 0.5 + }, + { + "p": 0.02129150927066803, + "m": 0.5 + }, + { + "p": 0.05681239441037178, + "m": 0.5 + }, + { + "p": 0.036244336515665054, + "m": 0.5 + }, + { + "p": 0.13033413887023926, + "m": 0.5 + }, + { + "p": 0.027502624318003654, + "m": 0.5 + } + ] + }, + { + "epoch": 105, + "train_loss": 0.01136651262640953, + "val_loss": 1.0023506879806519, + "acc": 81.5, + "time": 206.81848408398218, + "param": [ + { + "p": 0.014666032046079636, + "m": 0.5 + }, + { + "p": 0.05881408974528313, + "m": 0.5 + }, + { + "p": 0.022249700501561165, + "m": 0.5 + }, + { + "p": 0.068489208817482, + "m": 0.5 + }, + { + "p": 0.09013521671295166, + "m": 0.5 + }, + { + "p": 0.09828973561525345, + "m": 0.5 + }, + { + "p": 0.10326028615236282, + "m": 0.5 + }, + { + "p": 0.17144793272018433, + "m": 0.5 + }, + { + "p": 0.12402793765068054, + "m": 0.5 + }, + { + "p": 0.020311953499913216, + "m": 0.5 + }, + { + "p": 0.04266417399048805, + "m": 0.5 + }, + { + "p": 0.04230756312608719, + "m": 0.5 + }, + { + "p": 0.11114513874053955, + "m": 0.5 + }, + { + "p": 0.03219107538461685, + "m": 0.5 + } + ] + }, + { + "epoch": 106, + "train_loss": 0.0668211281299591, + "val_loss": 0.7275421023368835, + "acc": 81.13, + "time": 205.01314535492565, + "param": [ + { + "p": 0.015787722542881966, + "m": 0.5 + }, + { + "p": 0.051060643047094345, + "m": 0.5 + }, + { + "p": 0.027018211781978607, + "m": 0.5 + }, + { + "p": 0.06111912056803703, + "m": 0.5 + }, + { + "p": 0.09730233252048492, + "m": 0.5 + }, + { + "p": 0.09651210904121399, + "m": 0.5 + }, + { + "p": 0.12246274948120117, + "m": 0.5 + }, + { + "p": 0.1738070249557495, + "m": 0.5 + }, + { + "p": 0.11392071843147278, + "m": 0.5 + }, + { + "p": 0.019430285319685936, + "m": 0.5 + }, + { + "p": 0.03575810790061951, + "m": 0.5 + }, + { + "p": 0.056595396250486374, + "m": 0.5 + }, + { + "p": 0.0971575379371643, + "m": 0.5 + }, + { + "p": 0.032068051397800446, + "m": 0.5 + } + ] + }, + { + "epoch": 107, + "train_loss": 0.08786188811063766, + "val_loss": 0.8757153153419495, + "acc": 81.19, + "time": 208.75620910304133, + "param": [ + { + "p": 0.023101037368178368, + "m": 0.5 + }, + { + "p": 0.05363542214035988, + "m": 0.5 + }, + { + "p": 0.02851664461195469, + "m": 0.5 + }, + { + "p": 0.06793371587991714, + "m": 0.5 + }, + { + "p": 0.10283632576465607, + "m": 0.5 + }, + { + "p": 0.15781249105930328, + "m": 0.5 + }, + { + "p": 0.04906429722905159, + "m": 0.5 + }, + { + "p": 0.20755663514137268, + "m": 0.5 + }, + { + "p": 0.07907316088676453, + "m": 0.5 + }, + { + "p": 0.02379855513572693, + "m": 0.5 + }, + { + "p": 0.00721721351146698, + "m": 0.5 + }, + { + "p": 0.0548892617225647, + "m": 0.5 + }, + { + "p": 0.10732898861169815, + "m": 0.5 + }, + { + "p": 0.03723626211285591, + "m": 0.5 + } + ] + }, + { + "epoch": 108, + "train_loss": 0.02026558481156826, + "val_loss": 0.927956223487854, + "acc": 81.51, + "time": 207.5234313859837, + "param": [ + { + "p": 0.01883542165160179, + "m": 0.5 + }, + { + "p": 0.03466344252228737, + "m": 0.5 + }, + { + "p": 0.02319619432091713, + "m": 0.5 + }, + { + "p": 0.04556575417518616, + "m": 0.5 + }, + { + "p": 0.07817062735557556, + "m": 0.5 + }, + { + "p": 0.12236914038658142, + "m": 0.5 + }, + { + "p": 0.22200901806354523, + "m": 0.5 + }, + { + "p": 0.15920405089855194, + "m": 0.5 + }, + { + "p": 0.1637510508298874, + "m": 0.5 + }, + { + "p": 0.0007119086803868413, + "m": 0.5 + }, + { + "p": 0.0007119086803868413, + "m": 0.5 + }, + { + "p": 0.037537574768066406, + "m": 0.5 + }, + { + "p": 0.06713467836380005, + "m": 0.5 + }, + { + "p": 0.026139086112380028, + "m": 0.5 + } + ] + }, + { + "epoch": 109, + "train_loss": 0.051112014800310135, + "val_loss": 1.0932329893112183, + "acc": 81.36, + "time": 202.39258990692906, + "param": [ + { + "p": 0.02133082039654255, + "m": 0.5 + }, + { + "p": 0.03187170997262001, + "m": 0.5 + }, + { + "p": 0.032712578773498535, + "m": 0.5 + }, + { + "p": 0.0383693128824234, + "m": 0.5 + }, + { + "p": 0.061893071979284286, + "m": 0.5 + }, + { + "p": 0.12251714617013931, + "m": 0.5 + }, + { + "p": 0.1920854151248932, + "m": 0.5 + }, + { + "p": 0.15084496140480042, + "m": 0.5 + }, + { + "p": 0.16138432919979095, + "m": 0.5 + }, + { + "p": 0.004222309682518244, + "m": 0.5 + }, + { + "p": 0.08841580897569656, + "m": 0.5 + }, + { + "p": 0.0007129102014005184, + "m": 0.5 + }, + { + "p": 0.05895402655005455, + "m": 0.5 + }, + { + "p": 0.034685611724853516, + "m": 0.5 + } + ] + }, + { + "epoch": 110, + "train_loss": 0.2692176103591919, + "val_loss": 1.1249247789382935, + "acc": 81.48, + "time": 201.404341535992, + "param": [ + { + "p": 0.02100839465856552, + "m": 0.5 + }, + { + "p": 0.019612345844507217, + "m": 0.5 + }, + { + "p": 0.013909239321947098, + "m": 0.5 + }, + { + "p": 0.026411302387714386, + "m": 0.5 + }, + { + "p": 0.09616222977638245, + "m": 0.5 + }, + { + "p": 0.10408072173595428, + "m": 0.5 + }, + { + "p": 0.12388361245393753, + "m": 0.5 + }, + { + "p": 0.10580330342054367, + "m": 0.5 + }, + { + "p": 0.12990209460258484, + "m": 0.5 + }, + { + "p": 0.016303490847349167, + "m": 0.5 + }, + { + "p": 0.05841207504272461, + "m": 0.5 + }, + { + "p": 0.21247927844524384, + "m": 0.5 + }, + { + "p": 0.03896651044487953, + "m": 0.5 + }, + { + "p": 0.033065445721149445, + "m": 0.5 + } + ] + }, + { + "epoch": 111, + "train_loss": 0.12565699219703674, + "val_loss": 0.8367802500724792, + "acc": 81.54, + "time": 197.85566930507775, + "param": [ + { + "p": 0.021713174879550934, + "m": 0.5 + }, + { + "p": 0.01740683987736702, + "m": 0.5 + }, + { + "p": 0.02203870378434658, + "m": 0.5 + }, + { + "p": 0.01709827408194542, + "m": 0.5 + }, + { + "p": 0.09493740648031235, + "m": 0.5 + }, + { + "p": 0.14120016992092133, + "m": 0.5 + }, + { + "p": 0.11095340549945831, + "m": 0.5 + }, + { + "p": 0.12493234127759933, + "m": 0.5 + }, + { + "p": 0.09968511015176773, + "m": 0.5 + }, + { + "p": 0.01941496878862381, + "m": 0.5 + }, + { + "p": 0.07600953429937363, + "m": 0.5 + }, + { + "p": 0.19028963148593903, + "m": 0.5 + }, + { + "p": 0.03069503977894783, + "m": 0.5 + }, + { + "p": 0.03362546116113663, + "m": 0.5 + } + ] + }, + { + "epoch": 112, + "train_loss": 0.1748982071876526, + "val_loss": 1.29505455493927, + "acc": 81.55, + "time": 200.22715079097543, + "param": [ + { + "p": 0.03237113729119301, + "m": 0.5 + }, + { + "p": 0.01622294820845127, + "m": 0.5 + }, + { + "p": 0.01945274882018566, + "m": 0.5 + }, + { + "p": 0.014869998209178448, + "m": 0.5 + }, + { + "p": 0.1041111946105957, + "m": 0.5 + }, + { + "p": 0.11505647748708725, + "m": 0.5 + }, + { + "p": 0.09902293235063553, + "m": 0.5 + }, + { + "p": 0.15104103088378906, + "m": 0.5 + }, + { + "p": 0.12523342669010162, + "m": 0.5 + }, + { + "p": 0.0007148272707127035, + "m": 0.5 + }, + { + "p": 0.09136512875556946, + "m": 0.5 + }, + { + "p": 0.16940827667713165, + "m": 0.5 + }, + { + "p": 0.022061709314584732, + "m": 0.5 + }, + { + "p": 0.03906811773777008, + "m": 0.5 + } + ] + }, + { + "epoch": 113, + "train_loss": 0.1269819140434265, + "val_loss": 1.0914177894592285, + "acc": 81.46, + "time": 199.97864873695653, + "param": [ + { + "p": 0.026712968945503235, + "m": 0.5 + }, + { + "p": 0.014583018608391285, + "m": 0.5 + }, + { + "p": 0.019879309460520744, + "m": 0.5 + }, + { + "p": 0.017203817144036293, + "m": 0.5 + }, + { + "p": 0.1078096479177475, + "m": 0.5 + }, + { + "p": 0.16830819845199585, + "m": 0.5 + }, + { + "p": 0.08836162090301514, + "m": 0.5 + }, + { + "p": 0.09926475584506989, + "m": 0.5 + }, + { + "p": 0.11810407042503357, + "m": 0.5 + }, + { + "p": 0.029358867555856705, + "m": 0.5 + }, + { + "p": 0.09307420253753662, + "m": 0.5 + }, + { + "p": 0.15122674405574799, + "m": 0.5 + }, + { + "p": 0.02734515443444252, + "m": 0.5 + }, + { + "p": 0.038767699152231216, + "m": 0.5 + } + ] + }, + { + "epoch": 114, + "train_loss": 0.139812633395195, + "val_loss": 1.2169300317764282, + "acc": 81.92, + "time": 201.84209569299128, + "param": [ + { + "p": 0.03281810134649277, + "m": 0.5 + }, + { + "p": 0.020378928631544113, + "m": 0.5 + }, + { + "p": 0.03306923806667328, + "m": 0.5 + }, + { + "p": 0.027553245425224304, + "m": 0.5 + }, + { + "p": 0.10772231221199036, + "m": 0.5 + }, + { + "p": 0.17887410521507263, + "m": 0.5 + }, + { + "p": 0.07807005196809769, + "m": 0.5 + }, + { + "p": 0.09900400787591934, + "m": 0.5 + }, + { + "p": 0.09877891838550568, + "m": 0.5 + }, + { + "p": 0.0324578583240509, + "m": 0.5 + }, + { + "p": 0.08782068639993668, + "m": 0.5 + }, + { + "p": 0.13388055562973022, + "m": 0.5 + }, + { + "p": 0.03813064470887184, + "m": 0.5 + }, + { + "p": 0.031441427767276764, + "m": 0.5 + } + ] + }, + { + "epoch": 115, + "train_loss": 0.27929720282554626, + "val_loss": 0.9693632125854492, + "acc": 82.19, + "time": 200.52258723799605, + "param": [ + { + "p": 0.052732087671756744, + "m": 0.5 + }, + { + "p": 0.011396154761314392, + "m": 0.5 + }, + { + "p": 0.037223149091005325, + "m": 0.5 + }, + { + "p": 0.030309518799185753, + "m": 0.5 + }, + { + "p": 0.10259375721216202, + "m": 0.5 + }, + { + "p": 0.18125459551811218, + "m": 0.5 + }, + { + "p": 0.08069777488708496, + "m": 0.5 + }, + { + "p": 0.13252466917037964, + "m": 0.5 + }, + { + "p": 0.04158792272210121, + "m": 0.5 + }, + { + "p": 0.03774755448102951, + "m": 0.5 + }, + { + "p": 0.07731759548187256, + "m": 0.5 + }, + { + "p": 0.1376558095216751, + "m": 0.5 + }, + { + "p": 0.04192907735705376, + "m": 0.5 + }, + { + "p": 0.03503044694662094, + "m": 0.5 + } + ] + }, + { + "epoch": 116, + "train_loss": 0.07173209637403488, + "val_loss": 1.2447752952575684, + "acc": 81.83, + "time": 201.7813012599945, + "param": [ + { + "p": 0.04729462042450905, + "m": 0.5 + }, + { + "p": 0.02934424765408039, + "m": 0.5 + }, + { + "p": 0.02129213884472847, + "m": 0.5 + }, + { + "p": 0.03071453422307968, + "m": 0.5 + }, + { + "p": 0.08961211889982224, + "m": 0.5 + }, + { + "p": 0.1992252767086029, + "m": 0.5 + }, + { + "p": 0.07179821282625198, + "m": 0.5 + }, + { + "p": 0.16500239074230194, + "m": 0.5 + }, + { + "p": 0.03724197298288345, + "m": 0.5 + }, + { + "p": 0.035173576325178146, + "m": 0.5 + }, + { + "p": 0.08793196827173233, + "m": 0.5 + }, + { + "p": 0.12225843220949173, + "m": 0.5 + }, + { + "p": 0.03958519175648689, + "m": 0.5 + }, + { + "p": 0.02352539822459221, + "m": 0.5 + } + ] + }, + { + "epoch": 117, + "train_loss": 0.02599473111331463, + "val_loss": 1.1645082235336304, + "acc": 81.87, + "time": 203.0251829320332, + "param": [ + { + "p": 0.036305882036685944, + "m": 0.5 + }, + { + "p": 0.028019582852721214, + "m": 0.5 + }, + { + "p": 0.0007133334875106812, + "m": 0.5 + }, + { + "p": 0.030519746243953705, + "m": 0.5 + }, + { + "p": 0.10276498645544052, + "m": 0.5 + }, + { + "p": 0.19174884259700775, + "m": 0.5 + }, + { + "p": 0.05943065136671066, + "m": 0.5 + }, + { + "p": 0.16102640330791473, + "m": 0.5 + }, + { + "p": 0.13675712049007416, + "m": 0.5 + }, + { + "p": 0.02646738849580288, + "m": 0.5 + }, + { + "p": 0.07958380877971649, + "m": 0.5 + }, + { + "p": 0.09885258227586746, + "m": 0.5 + }, + { + "p": 0.0389290526509285, + "m": 0.5 + }, + { + "p": 0.008880593813955784, + "m": 0.5 + } + ] + }, + { + "epoch": 118, + "train_loss": 0.25153467059135437, + "val_loss": 1.2811692953109741, + "acc": 81.84, + "time": 201.14150283508934, + "param": [ + { + "p": 0.02782323956489563, + "m": 0.5 + }, + { + "p": 0.022393038496375084, + "m": 0.5 + }, + { + "p": 0.18572063744068146, + "m": 0.5 + }, + { + "p": 0.022509664297103882, + "m": 0.5 + }, + { + "p": 0.0962163656949997, + "m": 0.5 + }, + { + "p": 0.16044659912586212, + "m": 0.5 + }, + { + "p": 0.0399768128991127, + "m": 0.5 + }, + { + "p": 0.16237260401248932, + "m": 0.5 + }, + { + "p": 0.10256893932819366, + "m": 0.5 + }, + { + "p": 0.017213895916938782, + "m": 0.5 + }, + { + "p": 0.046523429453372955, + "m": 0.5 + }, + { + "p": 0.06498831510543823, + "m": 0.5 + }, + { + "p": 0.020445898175239563, + "m": 0.5 + }, + { + "p": 0.030800601467490196, + "m": 0.5 + } + ] + }, + { + "epoch": 119, + "train_loss": 0.16098639369010925, + "val_loss": 1.0774118900299072, + "acc": 81.96, + "time": 205.1455716319615, + "param": [ + { + "p": 0.015225679613649845, + "m": 0.5 + }, + { + "p": 0.028280043974518776, + "m": 0.5 + }, + { + "p": 0.1482020765542984, + "m": 0.5 + }, + { + "p": 0.02502467855811119, + "m": 0.5 + }, + { + "p": 0.08159339427947998, + "m": 0.5 + }, + { + "p": 0.12647584080696106, + "m": 0.5 + }, + { + "p": 0.028299905359745026, + "m": 0.5 + }, + { + "p": 0.10009826719760895, + "m": 0.5 + }, + { + "p": 0.05361466482281685, + "m": 0.5 + }, + { + "p": 0.004657754674553871, + "m": 0.5 + }, + { + "p": 0.06479994207620621, + "m": 0.5 + }, + { + "p": 0.05132937803864479, + "m": 0.5 + }, + { + "p": 0.2595147490501404, + "m": 0.5 + }, + { + "p": 0.012883632443845272, + "m": 0.5 + } + ] + }, + { + "epoch": 120, + "train_loss": 0.08076772093772888, + "val_loss": 0.9341099262237549, + "acc": 82.03, + "time": 202.52919317304622, + "param": [ + { + "p": 0.0007145511917769909, + "m": 0.5 + }, + { + "p": 0.019030537456274033, + "m": 0.5 + }, + { + "p": 0.12000349164009094, + "m": 0.5 + }, + { + "p": 0.026365356519818306, + "m": 0.5 + }, + { + "p": 0.09600821882486343, + "m": 0.5 + }, + { + "p": 0.12854911386966705, + "m": 0.5 + }, + { + "p": 0.024175630882382393, + "m": 0.5 + }, + { + "p": 0.12527437508106232, + "m": 0.5 + }, + { + "p": 0.0743282288312912, + "m": 0.5 + }, + { + "p": 0.024387957528233528, + "m": 0.5 + }, + { + "p": 0.07215990871191025, + "m": 0.5 + }, + { + "p": 0.042934004217386246, + "m": 0.5 + }, + { + "p": 0.2155643105506897, + "m": 0.5 + }, + { + "p": 0.03050435148179531, + "m": 0.5 + } + ] + }, + { + "epoch": 121, + "train_loss": 0.10639583319425583, + "val_loss": 1.0077109336853027, + "acc": 81.78, + "time": 204.564231795026, + "param": [ + { + "p": 0.011492647230625153, + "m": 0.5 + }, + { + "p": 0.024561185389757156, + "m": 0.5 + }, + { + "p": 0.1078379675745964, + "m": 0.5 + }, + { + "p": 0.024906158447265625, + "m": 0.5 + }, + { + "p": 0.09167740494012833, + "m": 0.5 + }, + { + "p": 0.16914106905460358, + "m": 0.5 + }, + { + "p": 0.024897344410419464, + "m": 0.5 + }, + { + "p": 0.143556147813797, + "m": 0.5 + }, + { + "p": 0.07163852453231812, + "m": 0.5 + }, + { + "p": 0.01351302769035101, + "m": 0.5 + }, + { + "p": 0.05766211077570915, + "m": 0.5 + }, + { + "p": 0.03879431262612343, + "m": 0.5 + }, + { + "p": 0.19387274980545044, + "m": 0.5 + }, + { + "p": 0.026449376717209816, + "m": 0.5 + } + ] + }, + { + "epoch": 122, + "train_loss": 0.1255096048116684, + "val_loss": 1.0614882707595825, + "acc": 81.75, + "time": 204.87386124604382, + "param": [ + { + "p": 0.0007134593324735761, + "m": 0.5 + }, + { + "p": 0.02635987475514412, + "m": 0.5 + }, + { + "p": 0.09188522398471832, + "m": 0.5 + }, + { + "p": 0.014347041957080364, + "m": 0.5 + }, + { + "p": 0.09931572526693344, + "m": 0.5 + }, + { + "p": 0.16737377643585205, + "m": 0.5 + }, + { + "p": 0.027231426909565926, + "m": 0.5 + }, + { + "p": 0.10093727707862854, + "m": 0.5 + }, + { + "p": 0.08831927180290222, + "m": 0.5 + }, + { + "p": 0.07431410998106003, + "m": 0.5 + }, + { + "p": 0.06567449867725372, + "m": 0.5 + }, + { + "p": 0.03347504884004593, + "m": 0.5 + }, + { + "p": 0.16466876864433289, + "m": 0.5 + }, + { + "p": 0.04538457468152046, + "m": 0.5 + } + ] + }, + { + "epoch": 123, + "train_loss": 0.25439995527267456, + "val_loss": 0.7875945568084717, + "acc": 81.44, + "time": 206.29628939996473, + "param": [ + { + "p": 0.004402401857078075, + "m": 0.5 + }, + { + "p": 0.020691489800810814, + "m": 0.5 + }, + { + "p": 0.07854878902435303, + "m": 0.5 + }, + { + "p": 0.030632715672254562, + "m": 0.5 + }, + { + "p": 0.09252257645130157, + "m": 0.5 + }, + { + "p": 0.14632222056388855, + "m": 0.5 + }, + { + "p": 0.020824572071433067, + "m": 0.5 + }, + { + "p": 0.12007375061511993, + "m": 0.5 + }, + { + "p": 0.21366938948631287, + "m": 0.5 + }, + { + "p": 0.06364738196134567, + "m": 0.5 + }, + { + "p": 0.0007121466915123165, + "m": 0.5 + }, + { + "p": 0.02835039608180523, + "m": 0.5 + }, + { + "p": 0.13995060324668884, + "m": 0.5 + }, + { + "p": 0.03965161740779877, + "m": 0.5 + } + ] + }, + { + "epoch": 124, + "train_loss": 0.1714991331100464, + "val_loss": 0.8709247708320618, + "acc": 81.51, + "time": 205.6475618839031, + "param": [ + { + "p": 0.0007135995547287166, + "m": 0.5 + }, + { + "p": 0.027903320267796516, + "m": 0.5 + }, + { + "p": 0.060633547604084015, + "m": 0.5 + }, + { + "p": 0.03358413651585579, + "m": 0.5 + }, + { + "p": 0.12058702111244202, + "m": 0.5 + }, + { + "p": 0.1613718867301941, + "m": 0.5 + }, + { + "p": 0.015355360694229603, + "m": 0.5 + }, + { + "p": 0.11441019922494888, + "m": 0.5 + }, + { + "p": 0.18558967113494873, + "m": 0.5 + }, + { + "p": 0.05052287504076958, + "m": 0.5 + }, + { + "p": 0.07903359830379486, + "m": 0.5 + }, + { + "p": 0.015057425945997238, + "m": 0.5 + }, + { + "p": 0.10818520188331604, + "m": 0.5 + }, + { + "p": 0.027052171528339386, + "m": 0.5 + } + ] + }, + { + "epoch": 125, + "train_loss": 0.19852545857429504, + "val_loss": 1.0761466026306152, + "acc": 81.58, + "time": 201.47775105398614, + "param": [ + { + "p": 0.018588660284876823, + "m": 0.5 + }, + { + "p": 0.02871520444750786, + "m": 0.5 + }, + { + "p": 0.043881211429834366, + "m": 0.5 + }, + { + "p": 0.02110622078180313, + "m": 0.5 + }, + { + "p": 0.11454728245735168, + "m": 0.5 + }, + { + "p": 0.16827687621116638, + "m": 0.5 + }, + { + "p": 0.0036451544146984816, + "m": 0.5 + }, + { + "p": 0.15879595279693604, + "m": 0.5 + }, + { + "p": 0.13364934921264648, + "m": 0.5 + }, + { + "p": 0.0356743261218071, + "m": 0.5 + }, + { + "p": 0.05713909491896629, + "m": 0.5 + }, + { + "p": 0.0007115349289961159, + "m": 0.5 + }, + { + "p": 0.07837382704019547, + "m": 0.5 + }, + { + "p": 0.13689523935317993, + "m": 0.5 + } + ] + }, + { + "epoch": 126, + "train_loss": 0.2723197042942047, + "val_loss": 0.6888552904129028, + "acc": 81.5, + "time": 197.92403290292714, + "param": [ + { + "p": 0.011640656739473343, + "m": 0.5 + }, + { + "p": 0.01802092231810093, + "m": 0.5 + }, + { + "p": 0.029360700398683548, + "m": 0.5 + }, + { + "p": 0.031323157250881195, + "m": 0.5 + }, + { + "p": 0.09187279641628265, + "m": 0.5 + }, + { + "p": 0.14992594718933105, + "m": 0.5 + }, + { + "p": 0.0007112132734619081, + "m": 0.5 + }, + { + "p": 0.08224202692508698, + "m": 0.5 + }, + { + "p": 0.08479811251163483, + "m": 0.5 + }, + { + "p": 0.021954869851469994, + "m": 0.5 + }, + { + "p": 0.09570259600877762, + "m": 0.5 + }, + { + "p": 0.22337962687015533, + "m": 0.5 + }, + { + "p": 0.04981517791748047, + "m": 0.5 + }, + { + "p": 0.10925218462944031, + "m": 0.5 + } + ] + }, + { + "epoch": 127, + "train_loss": 0.056956786662340164, + "val_loss": 1.305408000946045, + "acc": 81.83, + "time": 200.51559367706068, + "param": [ + { + "p": 0.041999492794275284, + "m": 0.5 + }, + { + "p": 0.015293321572244167, + "m": 0.5 + }, + { + "p": 0.023356063291430473, + "m": 0.5 + }, + { + "p": 0.029089637100696564, + "m": 0.5 + }, + { + "p": 0.10564801096916199, + "m": 0.5 + }, + { + "p": 0.17768648266792297, + "m": 0.5 + }, + { + "p": 0.023069869726896286, + "m": 0.5 + }, + { + "p": 0.10726746171712875, + "m": 0.5 + }, + { + "p": 0.06598252803087234, + "m": 0.5 + }, + { + "p": 0.021935289725661278, + "m": 0.5 + }, + { + "p": 0.09366325289011002, + "m": 0.5 + }, + { + "p": 0.17285041511058807, + "m": 0.5 + }, + { + "p": 0.03744221851229668, + "m": 0.5 + }, + { + "p": 0.08471589535474777, + "m": 0.5 + } + ] + }, + { + "epoch": 128, + "train_loss": 0.2190643846988678, + "val_loss": 1.0174082517623901, + "acc": 81.26, + "time": 200.76654444495216, + "param": [ + { + "p": 0.03194604441523552, + "m": 0.5 + }, + { + "p": 0.027666199952363968, + "m": 0.5 + }, + { + "p": 0.024704912677407265, + "m": 0.5 + }, + { + "p": 0.02520233951508999, + "m": 0.5 + }, + { + "p": 0.12880563735961914, + "m": 0.5 + }, + { + "p": 0.1881241649389267, + "m": 0.5 + }, + { + "p": 0.01593386009335518, + "m": 0.5 + }, + { + "p": 0.05231945216655731, + "m": 0.5 + }, + { + "p": 0.06259471923112869, + "m": 0.5 + }, + { + "p": 0.03599417209625244, + "m": 0.5 + }, + { + "p": 0.10871627181768417, + "m": 0.5 + }, + { + "p": 0.17206750810146332, + "m": 0.5 + }, + { + "p": 0.03671668842434883, + "m": 0.5 + }, + { + "p": 0.08920808881521225, + "m": 0.5 + } + ] + }, + { + "epoch": 129, + "train_loss": 0.07943812012672424, + "val_loss": 1.018522024154663, + "acc": 81.52, + "time": 198.89934511494357, + "param": [ + { + "p": 0.026766154915094376, + "m": 0.5 + }, + { + "p": 0.02049233391880989, + "m": 0.5 + }, + { + "p": 0.015040168538689613, + "m": 0.5 + }, + { + "p": 0.024949464946985245, + "m": 0.5 + }, + { + "p": 0.11179094761610031, + "m": 0.5 + }, + { + "p": 0.16342666745185852, + "m": 0.5 + }, + { + "p": 0.01455332338809967, + "m": 0.5 + }, + { + "p": 0.2386886328458786, + "m": 0.5 + }, + { + "p": 0.04877755418419838, + "m": 0.5 + }, + { + "p": 0.03408263251185417, + "m": 0.5 + }, + { + "p": 0.07071556150913239, + "m": 0.5 + }, + { + "p": 0.13275235891342163, + "m": 0.5 + }, + { + "p": 0.027461623772978783, + "m": 0.5 + }, + { + "p": 0.07050251215696335, + "m": 0.5 + } + ] + }, + { + "epoch": 130, + "train_loss": 0.2888493835926056, + "val_loss": 0.8188157081604004, + "acc": 81.43, + "time": 203.076495689922, + "param": [ + { + "p": 0.025140544399619102, + "m": 0.5 + }, + { + "p": 0.019187061116099358, + "m": 0.5 + }, + { + "p": 0.023352038115262985, + "m": 0.5 + }, + { + "p": 0.017389139160513878, + "m": 0.5 + }, + { + "p": 0.13056674599647522, + "m": 0.5 + }, + { + "p": 0.14710097014904022, + "m": 0.5 + }, + { + "p": 0.008793560788035393, + "m": 0.5 + }, + { + "p": 0.26509150862693787, + "m": 0.5 + }, + { + "p": 0.04512624815106392, + "m": 0.5 + }, + { + "p": 0.04110253229737282, + "m": 0.5 + }, + { + "p": 0.05298519879579544, + "m": 0.5 + }, + { + "p": 0.12635941803455353, + "m": 0.5 + }, + { + "p": 0.027751106768846512, + "m": 0.5 + }, + { + "p": 0.07005395740270615, + "m": 0.5 + } + ] + }, + { + "epoch": 131, + "train_loss": 0.22199885547161102, + "val_loss": 1.0629178285598755, + "acc": 81.5, + "time": 201.64247112802695, + "param": [ + { + "p": 0.014375303871929646, + "m": 0.5 + }, + { + "p": 0.02355065569281578, + "m": 0.5 + }, + { + "p": 0.012869180180132389, + "m": 0.5 + }, + { + "p": 0.017380669713020325, + "m": 0.5 + }, + { + "p": 0.11695118993520737, + "m": 0.5 + }, + { + "p": 0.18196932971477509, + "m": 0.5 + }, + { + "p": 0.022515645250678062, + "m": 0.5 + }, + { + "p": 0.24548348784446716, + "m": 0.5 + }, + { + "p": 0.043074969202280045, + "m": 0.5 + }, + { + "p": 0.03878980502486229, + "m": 0.5 + }, + { + "p": 0.07329761981964111, + "m": 0.5 + }, + { + "p": 0.11745921522378922, + "m": 0.5 + }, + { + "p": 0.02620461955666542, + "m": 0.5 + }, + { + "p": 0.06607837229967117, + "m": 0.5 + } + ] + }, + { + "epoch": 132, + "train_loss": 0.05473961681127548, + "val_loss": 0.6691368818283081, + "acc": 81.62, + "time": 200.69280620792415, + "param": [ + { + "p": 0.020286405459046364, + "m": 0.5 + }, + { + "p": 0.023186620324850082, + "m": 0.5 + }, + { + "p": 0.013668406754732132, + "m": 0.5 + }, + { + "p": 0.03699711337685585, + "m": 0.5 + }, + { + "p": 0.14752183854579926, + "m": 0.5 + }, + { + "p": 0.202642560005188, + "m": 0.5 + }, + { + "p": 0.02411077916622162, + "m": 0.5 + }, + { + "p": 0.22230567038059235, + "m": 0.5 + }, + { + "p": 0.04369505122303963, + "m": 0.5 + }, + { + "p": 0.02553189918398857, + "m": 0.5 + }, + { + "p": 0.06472104787826538, + "m": 0.5 + }, + { + "p": 0.10600567609071732, + "m": 0.5 + }, + { + "p": 0.003394714090973139, + "m": 0.5 + }, + { + "p": 0.06593229621648788, + "m": 0.5 + } + ] + }, + { + "epoch": 133, + "train_loss": 0.10898445546627045, + "val_loss": 1.1182581186294556, + "acc": 81.61, + "time": 200.69404931098688, + "param": [ + { + "p": 0.0170100349932909, + "m": 0.5 + }, + { + "p": 0.02018476463854313, + "m": 0.5 + }, + { + "p": 0.013731779530644417, + "m": 0.5 + }, + { + "p": 0.034680213779211044, + "m": 0.5 + }, + { + "p": 0.12583425641059875, + "m": 0.5 + }, + { + "p": 0.1774461269378662, + "m": 0.5 + }, + { + "p": 0.019350912421941757, + "m": 0.5 + }, + { + "p": 0.1452346295118332, + "m": 0.5 + }, + { + "p": 0.03637657314538956, + "m": 0.5 + }, + { + "p": 0.02358521707355976, + "m": 0.5 + }, + { + "p": 0.02915143221616745, + "m": 0.5 + }, + { + "p": 0.06943715363740921, + "m": 0.5 + }, + { + "p": 0.2456711083650589, + "m": 0.5 + }, + { + "p": 0.04230581969022751, + "m": 0.5 + } + ] + }, + { + "epoch": 134, + "train_loss": 0.1286344826221466, + "val_loss": 1.0033317804336548, + "acc": 81.87, + "time": 201.5288022949826, + "param": [ + { + "p": 0.031527865678071976, + "m": 0.5 + }, + { + "p": 0.018641198053956032, + "m": 0.5 + }, + { + "p": 0.017622487619519234, + "m": 0.5 + }, + { + "p": 0.029173623770475388, + "m": 0.5 + }, + { + "p": 0.13457682728767395, + "m": 0.5 + }, + { + "p": 0.19188815355300903, + "m": 0.5 + }, + { + "p": 0.02068600431084633, + "m": 0.5 + }, + { + "p": 0.11149691790342331, + "m": 0.5 + }, + { + "p": 0.027477776631712914, + "m": 0.5 + }, + { + "p": 0.021271787583827972, + "m": 0.5 + }, + { + "p": 0.10383491963148117, + "m": 0.5 + }, + { + "p": 0.05317592993378639, + "m": 0.5 + }, + { + "p": 0.192888543009758, + "m": 0.5 + }, + { + "p": 0.04573798552155495, + "m": 0.5 + } + ] + }, + { + "epoch": 135, + "train_loss": 0.08403082191944122, + "val_loss": 1.2575687170028687, + "acc": 81.71, + "time": 200.47165746300016, + "param": [ + { + "p": 0.046486746519804, + "m": 0.5 + }, + { + "p": 0.021203404292464256, + "m": 0.5 + }, + { + "p": 0.020479323342442513, + "m": 0.5 + }, + { + "p": 0.03296618536114693, + "m": 0.5 + }, + { + "p": 0.14867249131202698, + "m": 0.5 + }, + { + "p": 0.2116432636976242, + "m": 0.5 + }, + { + "p": 0.021935874596238136, + "m": 0.5 + }, + { + "p": 0.09156385064125061, + "m": 0.5 + }, + { + "p": 0.026333363726735115, + "m": 0.5 + }, + { + "p": 0.02812942862510681, + "m": 0.5 + }, + { + "p": 0.09813375771045685, + "m": 0.5 + }, + { + "p": 0.043881550431251526, + "m": 0.5 + }, + { + "p": 0.15904447436332703, + "m": 0.5 + }, + { + "p": 0.049526263028383255, + "m": 0.5 + } + ] + }, + { + "epoch": 136, + "train_loss": 0.31161659955978394, + "val_loss": 0.9426692724227905, + "acc": 81.83, + "time": 202.12746325007174, + "param": [ + { + "p": 0.0551021434366703, + "m": 0.5 + }, + { + "p": 0.0037203910760581493, + "m": 0.5 + }, + { + "p": 0.024083707481622696, + "m": 0.5 + }, + { + "p": 0.03279775753617287, + "m": 0.5 + }, + { + "p": 0.1467188000679016, + "m": 0.5 + }, + { + "p": 0.19895553588867188, + "m": 0.5 + }, + { + "p": 0.024481989443302155, + "m": 0.5 + }, + { + "p": 0.09307409822940826, + "m": 0.5 + }, + { + "p": 0.023853054270148277, + "m": 0.5 + }, + { + "p": 0.029470527544617653, + "m": 0.5 + }, + { + "p": 0.11327891796827316, + "m": 0.5 + }, + { + "p": 0.042902812361717224, + "m": 0.5 + }, + { + "p": 0.161789670586586, + "m": 0.5 + }, + { + "p": 0.049770575016736984, + "m": 0.5 + } + ] + }, + { + "epoch": 137, + "train_loss": 0.13369739055633545, + "val_loss": 0.8932147026062012, + "acc": 81.31, + "time": 203.37474282900803, + "param": [ + { + "p": 0.03434697538614273, + "m": 0.5 + }, + { + "p": 0.15751832723617554, + "m": 0.5 + }, + { + "p": 0.016656821593642235, + "m": 0.5 + }, + { + "p": 0.03222399204969406, + "m": 0.5 + }, + { + "p": 0.1259349137544632, + "m": 0.5 + }, + { + "p": 0.19443023204803467, + "m": 0.5 + }, + { + "p": 0.020100809633731842, + "m": 0.5 + }, + { + "p": 0.07414394617080688, + "m": 0.5 + }, + { + "p": 0.009868458844721317, + "m": 0.5 + }, + { + "p": 0.0409039668738842, + "m": 0.5 + }, + { + "p": 0.0959542915225029, + "m": 0.5 + }, + { + "p": 0.035980451852083206, + "m": 0.5 + }, + { + "p": 0.1293697953224182, + "m": 0.5 + }, + { + "p": 0.03256702050566673, + "m": 0.5 + } + ] + }, + { + "epoch": 138, + "train_loss": 0.20697610080242157, + "val_loss": 0.8311716914176941, + "acc": 81.26, + "time": 205.70246409403626, + "param": [ + { + "p": 0.04161471873521805, + "m": 0.5 + }, + { + "p": 0.14230529963970184, + "m": 0.5 + }, + { + "p": 0.017023658379912376, + "m": 0.5 + }, + { + "p": 0.029929455369710922, + "m": 0.5 + }, + { + "p": 0.1471419781446457, + "m": 0.5 + }, + { + "p": 0.22798684239387512, + "m": 0.5 + }, + { + "p": 0.0007486225804314017, + "m": 0.5 + }, + { + "p": 0.06551238894462585, + "m": 0.5 + }, + { + "p": 0.02931055799126625, + "m": 0.5 + }, + { + "p": 0.04187632352113724, + "m": 0.5 + }, + { + "p": 0.07609473168849945, + "m": 0.5 + }, + { + "p": 0.032117810100317, + "m": 0.5 + }, + { + "p": 0.11469905823469162, + "m": 0.5 + }, + { + "p": 0.03363850712776184, + "m": 0.5 + } + ] + }, + { + "epoch": 139, + "train_loss": 0.14421963691711426, + "val_loss": 1.2325018644332886, + "acc": 80.83, + "time": 204.565041749971, + "param": [ + { + "p": 0.0493023581802845, + "m": 0.5 + }, + { + "p": 0.10047633200883865, + "m": 0.5 + }, + { + "p": 0.018817732110619545, + "m": 0.5 + }, + { + "p": 0.02926698699593544, + "m": 0.5 + }, + { + "p": 0.12989294528961182, + "m": 0.5 + }, + { + "p": 0.19484469294548035, + "m": 0.5 + }, + { + "p": 0.13196489214897156, + "m": 0.5 + }, + { + "p": 0.046596627682447433, + "m": 0.5 + }, + { + "p": 0.023586247116327286, + "m": 0.5 + }, + { + "p": 0.03528822213411331, + "m": 0.5 + }, + { + "p": 0.0920390710234642, + "m": 0.5 + }, + { + "p": 0.028438065201044083, + "m": 0.5 + }, + { + "p": 0.08053186535835266, + "m": 0.5 + }, + { + "p": 0.038953930139541626, + "m": 0.5 + } + ] + }, + { + "epoch": 140, + "train_loss": 0.17637108266353607, + "val_loss": 0.6706781983375549, + "acc": 80.92, + "time": 206.3103993179975, + "param": [ + { + "p": 0.03483229875564575, + "m": 0.5 + }, + { + "p": 0.0743187814950943, + "m": 0.5 + }, + { + "p": 0.019723178818821907, + "m": 0.5 + }, + { + "p": 0.0353781022131443, + "m": 0.5 + }, + { + "p": 0.1639494150876999, + "m": 0.5 + }, + { + "p": 0.2353161722421646, + "m": 0.5 + }, + { + "p": 0.10069288313388824, + "m": 0.5 + }, + { + "p": 0.03293536230921745, + "m": 0.5 + }, + { + "p": 0.02786944806575775, + "m": 0.5 + }, + { + "p": 0.032987501472234726, + "m": 0.5 + }, + { + "p": 0.12358763813972473, + "m": 0.5 + }, + { + "p": 0.027979683130979538, + "m": 0.5 + }, + { + "p": 0.0588718019425869, + "m": 0.5 + }, + { + "p": 0.03155769780278206, + "m": 0.5 + } + ] + }, + { + "epoch": 141, + "train_loss": 0.10537665337324142, + "val_loss": 1.0921721458435059, + "acc": 81.6, + "time": 204.1456309860805, + "param": [ + { + "p": 0.04513230547308922, + "m": 0.5 + }, + { + "p": 0.06281353533267975, + "m": 0.5 + }, + { + "p": 0.0218491330742836, + "m": 0.5 + }, + { + "p": 0.038147520273923874, + "m": 0.5 + }, + { + "p": 0.1636422872543335, + "m": 0.5 + }, + { + "p": 0.24229735136032104, + "m": 0.5 + }, + { + "p": 0.08605701476335526, + "m": 0.5 + }, + { + "p": 0.030996983870863914, + "m": 0.5 + }, + { + "p": 0.029052676633000374, + "m": 0.5 + }, + { + "p": 0.03771962597966194, + "m": 0.5 + }, + { + "p": 0.12251146882772446, + "m": 0.5 + }, + { + "p": 0.029178651049733162, + "m": 0.5 + }, + { + "p": 0.04930819198489189, + "m": 0.5 + }, + { + "p": 0.04129326716065407, + "m": 0.5 + } + ] + }, + { + "epoch": 142, + "train_loss": 0.17174839973449707, + "val_loss": 1.0086818933486938, + "acc": 81.55, + "time": 202.09012150205672, + "param": [ + { + "p": 0.05073590576648712, + "m": 0.5 + }, + { + "p": 0.051754675805568695, + "m": 0.5 + }, + { + "p": 0.023503459990024567, + "m": 0.5 + }, + { + "p": 0.059865523129701614, + "m": 0.5 + }, + { + "p": 0.16348415613174438, + "m": 0.5 + }, + { + "p": 0.2536642849445343, + "m": 0.5 + }, + { + "p": 0.07064918428659439, + "m": 0.5 + }, + { + "p": 0.025994231924414635, + "m": 0.5 + }, + { + "p": 0.031404417008161545, + "m": 0.5 + }, + { + "p": 0.040678370743989944, + "m": 0.5 + }, + { + "p": 0.12259184569120407, + "m": 0.5 + }, + { + "p": 0.025749651715159416, + "m": 0.5 + }, + { + "p": 0.04036920890212059, + "m": 0.5 + }, + { + "p": 0.03955508768558502, + "m": 0.5 + } + ] + }, + { + "epoch": 143, + "train_loss": 0.40188875794410706, + "val_loss": 1.1074451208114624, + "acc": 81.37, + "time": 201.23624696105253, + "param": [ + { + "p": 0.05354439094662666, + "m": 0.5 + }, + { + "p": 0.045478321611881256, + "m": 0.5 + }, + { + "p": 0.03239845111966133, + "m": 0.5 + }, + { + "p": 0.061792947351932526, + "m": 0.5 + }, + { + "p": 0.1736433058977127, + "m": 0.5 + }, + { + "p": 0.26260891556739807, + "m": 0.5 + }, + { + "p": 0.06790946424007416, + "m": 0.5 + }, + { + "p": 0.025747716426849365, + "m": 0.5 + }, + { + "p": 0.01392071321606636, + "m": 0.5 + }, + { + "p": 0.039738014340400696, + "m": 0.5 + }, + { + "p": 0.11843203008174896, + "m": 0.5 + }, + { + "p": 0.02075682021677494, + "m": 0.5 + }, + { + "p": 0.03657158464193344, + "m": 0.5 + }, + { + "p": 0.04745738208293915, + "m": 0.5 + } + ] + }, + { + "epoch": 144, + "train_loss": 0.03129148855805397, + "val_loss": 0.9468657374382019, + "acc": 81.22, + "time": 201.9464482909534, + "param": [ + { + "p": 0.05053304508328438, + "m": 0.5 + }, + { + "p": 0.044846758246421814, + "m": 0.5 + }, + { + "p": 0.030138541013002396, + "m": 0.5 + }, + { + "p": 0.06954052299261093, + "m": 0.5 + }, + { + "p": 0.14932504296302795, + "m": 0.5 + }, + { + "p": 0.29009515047073364, + "m": 0.5 + }, + { + "p": 0.06246325746178627, + "m": 0.5 + }, + { + "p": 0.023163221776485443, + "m": 0.5 + }, + { + "p": 0.032554078847169876, + "m": 0.5 + }, + { + "p": 0.038705531507730484, + "m": 0.5 + }, + { + "p": 0.1427110880613327, + "m": 0.5 + }, + { + "p": 0.01700388453900814, + "m": 0.5 + }, + { + "p": 0.03271523863077164, + "m": 0.5 + }, + { + "p": 0.016204623505473137, + "m": 0.5 + } + ] + }, + { + "epoch": 145, + "train_loss": 0.32264330983161926, + "val_loss": 1.0784064531326294, + "acc": 81.94, + "time": 201.72656778001692, + "param": [ + { + "p": 0.0326874740421772, + "m": 0.5 + }, + { + "p": 0.0405886173248291, + "m": 0.5 + }, + { + "p": 0.029690152034163475, + "m": 0.5 + }, + { + "p": 0.06374415010213852, + "m": 0.5 + }, + { + "p": 0.13878080248832703, + "m": 0.5 + }, + { + "p": 0.31415700912475586, + "m": 0.5 + }, + { + "p": 0.052352748811244965, + "m": 0.5 + }, + { + "p": 0.019563479349017143, + "m": 0.5 + }, + { + "p": 0.045088399201631546, + "m": 0.5 + }, + { + "p": 0.053880441933870316, + "m": 0.5 + }, + { + "p": 0.13124576210975647, + "m": 0.5 + }, + { + "p": 0.009011377580463886, + "m": 0.5 + }, + { + "p": 0.02919996716082096, + "m": 0.5 + }, + { + "p": 0.04000971093773842, + "m": 0.5 + } + ] + }, + { + "epoch": 146, + "train_loss": 0.25891950726509094, + "val_loss": 1.1071075201034546, + "acc": 81.54, + "time": 201.3850450280588, + "param": [ + { + "p": 0.040210042148828506, + "m": 0.5 + }, + { + "p": 0.03926881402730942, + "m": 0.5 + }, + { + "p": 0.02227775566279888, + "m": 0.5 + }, + { + "p": 0.059724271297454834, + "m": 0.5 + }, + { + "p": 0.1293879747390747, + "m": 0.5 + }, + { + "p": 0.3428325653076172, + "m": 0.5 + }, + { + "p": 0.04903393238782883, + "m": 0.5 + }, + { + "p": 0.016861705109477043, + "m": 0.5 + }, + { + "p": 0.038987547159194946, + "m": 0.5 + }, + { + "p": 0.056956563144922256, + "m": 0.5 + }, + { + "p": 0.11625143140554428, + "m": 0.5 + }, + { + "p": 0.011501716449856758, + "m": 0.5 + }, + { + "p": 0.027054741978645325, + "m": 0.5 + }, + { + "p": 0.04965096712112427, + "m": 0.5 + } + ] + }, + { + "epoch": 147, + "train_loss": 0.23695288598537445, + "val_loss": 0.7802708148956299, + "acc": 81.42, + "time": 200.63796817406546, + "param": [ + { + "p": 0.04949261620640755, + "m": 0.5 + }, + { + "p": 0.03441763296723366, + "m": 0.5 + }, + { + "p": 0.02473057620227337, + "m": 0.5 + }, + { + "p": 0.03773246705532074, + "m": 0.5 + }, + { + "p": 0.16996972262859344, + "m": 0.5 + }, + { + "p": 0.3605085611343384, + "m": 0.5 + }, + { + "p": 0.04324863478541374, + "m": 0.5 + }, + { + "p": 0.014322841539978981, + "m": 0.5 + }, + { + "p": 0.054230861365795135, + "m": 0.5 + }, + { + "p": 0.05733358487486839, + "m": 0.5 + }, + { + "p": 0.05729229748249054, + "m": 0.5 + }, + { + "p": 0.012683047913014889, + "m": 0.5 + }, + { + "p": 0.023973453789949417, + "m": 0.5 + }, + { + "p": 0.06006377935409546, + "m": 0.5 + } + ] + }, + { + "epoch": 148, + "train_loss": 0.16871704161167145, + "val_loss": 0.7972761988639832, + "acc": 81.42, + "time": 197.66673978196923, + "param": [ + { + "p": 0.05744693800806999, + "m": 0.5 + }, + { + "p": 0.028158502653241158, + "m": 0.5 + }, + { + "p": 0.025745905935764313, + "m": 0.5 + }, + { + "p": 0.02557964064180851, + "m": 0.5 + }, + { + "p": 0.18964584171772003, + "m": 0.5 + }, + { + "p": 0.3076612949371338, + "m": 0.5 + }, + { + "p": 0.035587653517723083, + "m": 0.5 + }, + { + "p": 0.01880542002618313, + "m": 0.5 + }, + { + "p": 0.04073036089539528, + "m": 0.5 + }, + { + "p": 0.058773476630449295, + "m": 0.5 + }, + { + "p": 0.12007536739110947, + "m": 0.5 + }, + { + "p": 0.004135968629270792, + "m": 0.5 + }, + { + "p": 0.019419271498918533, + "m": 0.5 + }, + { + "p": 0.06823430955410004, + "m": 0.5 + } + ] + }, + { + "epoch": 149, + "train_loss": 0.06377853453159332, + "val_loss": 0.8740119338035583, + "acc": 81.45, + "time": 197.56698679190595, + "param": [ + { + "p": 0.0434102788567543, + "m": 0.5 + }, + { + "p": 0.022717894986271858, + "m": 0.5 + }, + { + "p": 0.024296706542372704, + "m": 0.5 + }, + { + "p": 0.05312911421060562, + "m": 0.5 + }, + { + "p": 0.1726578176021576, + "m": 0.5 + }, + { + "p": 0.31041404604911804, + "m": 0.5 + }, + { + "p": 0.02846638858318329, + "m": 0.5 + }, + { + "p": 0.03314271941781044, + "m": 0.5 + }, + { + "p": 0.04172135517001152, + "m": 0.5 + }, + { + "p": 0.0656314417719841, + "m": 0.5 + }, + { + "p": 0.10627888143062592, + "m": 0.5 + }, + { + "p": 0.005537498742341995, + "m": 0.5 + }, + { + "p": 0.018078889697790146, + "m": 0.5 + }, + { + "p": 0.07451698929071426, + "m": 0.5 + } + ] + }, + { + "epoch": 150, + "train_loss": 0.28788861632347107, + "val_loss": 0.9798358082771301, + "acc": 81.63, + "time": 200.2565849199891, + "param": [ + { + "p": 0.06071954593062401, + "m": 0.5 + }, + { + "p": 0.019772643223404884, + "m": 0.5 + }, + { + "p": 0.01492983102798462, + "m": 0.5 + }, + { + "p": 0.059928782284259796, + "m": 0.5 + }, + { + "p": 0.19210223853588104, + "m": 0.5 + }, + { + "p": 0.3015689253807068, + "m": 0.5 + }, + { + "p": 0.022405557334423065, + "m": 0.5 + }, + { + "p": 0.029241295531392097, + "m": 0.5 + }, + { + "p": 0.026306163519620895, + "m": 0.5 + }, + { + "p": 0.056126128882169724, + "m": 0.5 + }, + { + "p": 0.06857965886592865, + "m": 0.5 + }, + { + "p": 0.06419681757688522, + "m": 0.5 + }, + { + "p": 0.01596255600452423, + "m": 0.5 + }, + { + "p": 0.0681597962975502, + "m": 0.5 + } + ] + } + ] +} \ No newline at end of file diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix1.0-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx3-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json b/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Uniform-14TFx4-MagFxSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_mix.json b/higher/res/log/Aug_mod(Data_augV5(Mix-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_mix.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 10 in_it-opt_mix.json b/higher/res/log/Aug_mod(Data_augV5(Mix-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 10 in_it-opt_mix.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 4 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 4 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 6 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 6 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 7 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 7 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 8 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 8 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 9 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-Mag)-resnet18)-3 epochs (dataug:0)- 9 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-20 epochs (dataug:0)- 1 in_it-NoNegNewMagReg.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-20 epochs (dataug:0)- 1 in_it-NoNegNewMagReg.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-newMagReg.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-14TFx3-Mag)-resnet18)-200 epochs (dataug:0)- 1 in_it-newMagReg.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-18TFx3-Mag)-resnet18)-100 epochs (dataug:0)- 1 in_it-delayMetaOpt.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-18TFx3-Mag)-resnet18)-100 epochs (dataug:0)- 1 in_it-delayMetaOpt.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.5-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_itopt_mix.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.5-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_itopt_mix.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_hp.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_hp.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:10)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-Mag)-LeNet)-150 epochs (dataug:10)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(CV0.1).json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(CV0.1).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(Val0.1).json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(Val0.1).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-10 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-10 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-150 epochs (dataug:0)- 1 in_it(valid0.1).json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-150 epochs (dataug:0)- 1 in_it(valid0.1).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-2 epochs (dataug:0)- 1 in_it(CV).json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-resnet18)-2 epochs (dataug:0)- 1 in_it(CV).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-18TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-18TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx1-MagFxSh)-LeNet)-50 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx1-MagFxSh)-LeNet)-50 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_itdemi_mag.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_itdemi_mag.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_itdemi_mag.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_itdemi_mag.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 10 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 10 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx4-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-23TFx4-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-MLPNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-MLPNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-resnet18)-10 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-resnet18)-10 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-resnet18)-2 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx2-MagFx)-resnet18)-2 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx3-MagFx)-MLPNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-3TFx3-MagFx)-MLPNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-8TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-8TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix0.8-8TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Mix0.8-8TFx3-MagSh)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Mix1.0-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_hp.json b/higher/res/log/Aug_mod(Data_augV5(Mix1.0-23TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it-opt_hp.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-Mag)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-1.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-2.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(KLdiv2).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(KLdiv2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it (KLdiv).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it (KLdiv).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it(learn50).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it(learn50).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-MobileNetV2)-200 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-MobileNetV2)-200 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(lr5e-2).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(lr5e-2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it_0.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it_0.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-18TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-18TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-18TFx3-MagSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-18TFx3-MagSh)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it(Val*10).json b/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it(Val*10).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx2-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV5(Uniform-23TFx3-Mag)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV5(UniformFx-14TFx2-MagFxSh)-LeNet)-150 epochs (dataug:0)- 0 in_it (KLdiv).json b/higher/res/log/Aug_mod(Data_augV5(UniformFx-14TFx2-MagFxSh)-LeNet)-150 epochs (dataug:0)- 0 in_it (KLdiv).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV7(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV7(Mix0.8-14TFx3-Mag)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(Data_augV7(Mix0.8-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(Data_augV7(Mix0.8-14TFx3-Mag)-LeNet)-200 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(12TFx2-Mag1)-LeNet)-150 epochs (dataug:0)- 0 in_it.json b/higher/res/log/Aug_mod(RandAug(12TFx2-Mag1)-LeNet)-150 epochs (dataug:0)- 0 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(12TFx2-Mag1)-ResNet)-150 epochs (dataug:0)- 0 in_it.json b/higher/res/log/Aug_mod(RandAug(12TFx2-Mag1)-ResNet)-150 epochs (dataug:0)- 0 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-LeNet)-150 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-LeNet)-150 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-MobileNetV2)-200 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-MobileNetV2)-200 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 0 in_it.json b/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 0 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json b/higher/res/log/Aug_mod(RandAug(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2-start50).json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(23TFx2-Mag1)-LeNet)-100 epochs (dataug:0)- 1 in_it.json b/higher/res/log/Aug_mod(RandAug(23TFx2-Mag1)-LeNet)-100 epochs (dataug:0)- 1 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAug(3TFx2-Mag1)-MLPNet)-100 epochs (dataug:0)- 0 in_it.json b/higher/res/log/Aug_mod(RandAug(3TFx2-Mag1)-MLPNet)-100 epochs (dataug:0)- 0 in_it.json old mode 100644 new mode 100755 diff --git a/higher/res/log/Aug_mod(RandAugUDA(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json b/higher/res/log/Aug_mod(RandAugUDA(14TFx2-Mag1)-ResNet18)-150 epochs (dataug:0)- 1 in_it(Kldiv2).json old mode 100644 new mode 100755 diff --git a/higher/res/log/CIFAR10(Sup:25000-Unsup:25000-15TF(Mag1-10))-LeNet-50 epochs.json b/higher/res/log/CIFAR10(Sup:25000-Unsup:25000-15TF(Mag1-10))-LeNet-50 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/CIFAR10(Sup:25000-Unsup:25000-15TF(Mag9-10))-LeNet-50 epochs.json b/higher/res/log/CIFAR10(Sup:25000-Unsup:25000-15TF(Mag9-10))-LeNet-50 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/CIFAR10(Sup:25000-Unsup:250000-13TF)-LeNet-150 epochs.json b/higher/res/log/CIFAR10(Sup:25000-Unsup:250000-13TF)-LeNet-150 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/CIFAR10(Sup:25000-Unsup:250000-13TF)-LeNet-50 epochs.json b/higher/res/log/CIFAR10(Sup:25000-Unsup:250000-13TF)-LeNet-50 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/LeNet-150 epochs.json b/higher/res/log/LeNet-150 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/MobileNetV2-100 epochs.json b/higher/res/log/MobileNetV2-100 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs+decay.json b/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs+decay.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs-cosine.json b/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs-cosine.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs.json b/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochsexpLR.json b/higher/res/log/RandAugment(N2-M0.30)-resnet18-200 epochsexpLR.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet34-200 epochs.json b/higher/res/log/RandAugment(N2-M0.30)-resnet34-200 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs+decay.json b/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs+decay.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs-cosine.json b/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs-cosine.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs.json b/higher/res/log/RandAugment(N2-M0.30)-resnet50-200 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochs-expLR.json b/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochs-expLR.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochs.json b/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochsexpLR.json b/higher/res/log/RandAugment(N3-M0.17)-resnet50-200 epochsexpLR.json old mode 100644 new mode 100755 diff --git a/higher/res/log/ResNet18-100 epochs.json b/higher/res/log/ResNet18-100 epochs.json old mode 100644 new mode 100755 diff --git a/higher/res/log/resnet50-200 epochs.json b/higher/res/log/resnet50-200 epochs.json old mode 100644 new mode 100755 diff --git a/higher/smart_aug/benchmark.py b/higher/smart_aug/benchmark.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/higher_patch.py b/higher/smart_aug/higher_patch.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/compare_TF.py b/higher/smart_aug/old/compare_TF.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/dataug_old.py b/higher/smart_aug/old/dataug_old.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/higher_repro.py b/higher/smart_aug/old/higher_repro.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/model_old.py b/higher/smart_aug/old/model_old.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/train_utils_old.py b/higher/smart_aug/old/train_utils_old.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/old/utils_old.py b/higher/smart_aug/old/utils_old.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/smart_aug_example.py b/higher/smart_aug/smart_aug_example.py old mode 100644 new mode 100755 diff --git a/higher/smart_aug/test_dataug.py b/higher/smart_aug/test_dataug.py index ce1cc0e..fb7a4ce 100755 --- a/higher/smart_aug/test_dataug.py +++ b/higher/smart_aug/test_dataug.py @@ -8,7 +8,7 @@ from dataug import * from train_utils import * from transformations import TF_loader -postfix='-metaScheduler' +postfix='-MetaScheduler2' TF_loader=TF_loader() device = torch.device('cuda') #Select device to use @@ -34,13 +34,13 @@ if __name__ == "__main__": } #Parameters n_inner_iter = 1 - epochs = 200 + epochs = 100 dataug_epoch_start=0 Nb_TF_seq=3 optim_param={ 'Meta':{ 'optim':'Adam', - 'lr':1e-4, #1e-2 + 'lr':1e-3, #1e-2 'epoch_start': 2, #0 / 2 (Resnet?) 'reg_factor': 0.001, 'scheduler': 'multiStep', #None, 'multiStep' diff --git a/higher/smart_aug/train_utils.py b/higher/smart_aug/train_utils.py index 1df18c8..f9fa0cd 100755 --- a/higher/smart_aug/train_utils.py +++ b/higher/smart_aug/train_utils.py @@ -295,8 +295,8 @@ def run_dist_dataugV3(model, opt_param, epochs=1, inner_it=1, dataug_epoch_start meta_scheduler=None if opt_param['Meta']['scheduler']=='multiStep': meta_scheduler=torch.optim.lr_scheduler.MultiStepLR(meta_opt, - milestones=[int(epochs/3), int(epochs*2/3), int(epochs*2.7/3)], - gamma=10) + milestones=[int(epochs/3), int(epochs*2/3)]#, int(epochs*2.7/3)], + gamma=3.16)#10) elif opt_param['Meta']['scheduler'] is not None: raise ValueError("Lr scheduler unknown : %s"%opt_param['Meta']['scheduler']) diff --git a/salvador/data/NOK/nok054503377.tif b/salvador/data/NOK/nok054503377.tif deleted file mode 100644 index dcea382..0000000 Binary files a/salvador/data/NOK/nok054503377.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054503736.tif b/salvador/data/NOK/nok054503736.tif deleted file mode 100644 index 5dcabba..0000000 Binary files a/salvador/data/NOK/nok054503736.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054504079.tif b/salvador/data/NOK/nok054504079.tif deleted file mode 100644 index 7244a09..0000000 Binary files a/salvador/data/NOK/nok054504079.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054506185.tif b/salvador/data/NOK/nok054506185.tif deleted file mode 100644 index f6cd120..0000000 Binary files a/salvador/data/NOK/nok054506185.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054507230.tif b/salvador/data/NOK/nok054507230.tif deleted file mode 100644 index 8f4efd1..0000000 Binary files a/salvador/data/NOK/nok054507230.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054507589.tif b/salvador/data/NOK/nok054507589.tif deleted file mode 100644 index f9de6cb..0000000 Binary files a/salvador/data/NOK/nok054507589.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054507932.tif b/salvador/data/NOK/nok054507932.tif deleted file mode 100644 index 0792a5c..0000000 Binary files a/salvador/data/NOK/nok054507932.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054508634.tif b/salvador/data/NOK/nok054508634.tif deleted file mode 100644 index 06f6b86..0000000 Binary files a/salvador/data/NOK/nok054508634.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054510382.tif b/salvador/data/NOK/nok054510382.tif deleted file mode 100644 index fbb9904..0000000 Binary files a/salvador/data/NOK/nok054510382.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054510740.tif b/salvador/data/NOK/nok054510740.tif deleted file mode 100644 index d670997..0000000 Binary files a/salvador/data/NOK/nok054510740.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054513533.tif b/salvador/data/NOK/nok054513533.tif deleted file mode 100644 index 811c9ce..0000000 Binary files a/salvador/data/NOK/nok054513533.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054513892.tif b/salvador/data/NOK/nok054513892.tif deleted file mode 100644 index bc77cd9..0000000 Binary files a/salvador/data/NOK/nok054513892.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054519508.tif b/salvador/data/NOK/nok054519508.tif deleted file mode 100644 index 9cd485e..0000000 Binary files a/salvador/data/NOK/nok054519508.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054521957.tif b/salvador/data/NOK/nok054521957.tif deleted file mode 100644 index e6e974b..0000000 Binary files a/salvador/data/NOK/nok054521957.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054522659.tif b/salvador/data/NOK/nok054522659.tif deleted file mode 100644 index d3a9dbe..0000000 Binary files a/salvador/data/NOK/nok054522659.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054527916.tif b/salvador/data/NOK/nok054527916.tif deleted file mode 100644 index 0402fb3..0000000 Binary files a/salvador/data/NOK/nok054527916.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054531083.tif b/salvador/data/NOK/nok054531083.tif deleted file mode 100644 index fe05173..0000000 Binary files a/salvador/data/NOK/nok054531083.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054532846.tif b/salvador/data/NOK/nok054532846.tif deleted file mode 100644 index c533d4a..0000000 Binary files a/salvador/data/NOK/nok054532846.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054533891.tif b/salvador/data/NOK/nok054533891.tif deleted file mode 100644 index 4dd9da7..0000000 Binary files a/salvador/data/NOK/nok054533891.tif and /dev/null differ diff --git a/salvador/data/NOK/nok054538118.tif b/salvador/data/NOK/nok054538118.tif deleted file mode 100644 index 72d4d2a..0000000 Binary files a/salvador/data/NOK/nok054538118.tif and /dev/null differ diff --git a/salvador/data/NOK/nok_054501630.tif b/salvador/data/NOK/nok_054501630.tif deleted file mode 100644 index 0a9f1a0..0000000 Binary files a/salvador/data/NOK/nok_054501630.tif and /dev/null differ diff --git a/salvador/data/NOK/nok_054502332.tif b/salvador/data/NOK/nok_054502332.tif deleted file mode 100644 index bb958dc..0000000 Binary files a/salvador/data/NOK/nok_054502332.tif and /dev/null differ diff --git a/salvador/data/NOK/nok_054509336.tif b/salvador/data/NOK/nok_054509336.tif deleted file mode 100644 index db4c3d7..0000000 Binary files a/salvador/data/NOK/nok_054509336.tif and /dev/null differ diff --git a/salvador/data/OK/054501989.tif b/salvador/data/OK/054501989.tif deleted file mode 100644 index c9bdef4..0000000 Binary files a/salvador/data/OK/054501989.tif and /dev/null differ diff --git a/salvador/data/OK/054502675.tif b/salvador/data/OK/054502675.tif deleted file mode 100644 index 2ec5054..0000000 Binary files a/salvador/data/OK/054502675.tif and /dev/null differ diff --git a/salvador/data/OK/054503034.tif b/salvador/data/OK/054503034.tif deleted file mode 100644 index ba41634..0000000 Binary files a/salvador/data/OK/054503034.tif and /dev/null differ diff --git a/salvador/data/OK/054504438.tif b/salvador/data/OK/054504438.tif deleted file mode 100644 index 05f18d9..0000000 Binary files a/salvador/data/OK/054504438.tif and /dev/null differ diff --git a/salvador/data/OK/054504781.tif b/salvador/data/OK/054504781.tif deleted file mode 100644 index c28d949..0000000 Binary files a/salvador/data/OK/054504781.tif and /dev/null differ diff --git a/salvador/data/OK/054505124.tif b/salvador/data/OK/054505124.tif deleted file mode 100644 index 99dfc28..0000000 Binary files a/salvador/data/OK/054505124.tif and /dev/null differ diff --git a/salvador/data/OK/054505483.tif b/salvador/data/OK/054505483.tif deleted file mode 100644 index 19faebc..0000000 Binary files a/salvador/data/OK/054505483.tif and /dev/null differ diff --git a/salvador/data/OK/054505826.tif b/salvador/data/OK/054505826.tif deleted file mode 100644 index 1d71a0a..0000000 Binary files a/salvador/data/OK/054505826.tif and /dev/null differ diff --git a/salvador/data/OK/054506528.tif b/salvador/data/OK/054506528.tif deleted file mode 100644 index 6f7f2d6..0000000 Binary files a/salvador/data/OK/054506528.tif and /dev/null differ diff --git a/salvador/data/OK/054506887.tif b/salvador/data/OK/054506887.tif deleted file mode 100644 index 6d8483f..0000000 Binary files a/salvador/data/OK/054506887.tif and /dev/null differ diff --git a/salvador/data/OK/054508276.tif b/salvador/data/OK/054508276.tif deleted file mode 100644 index defefb4..0000000 Binary files a/salvador/data/OK/054508276.tif and /dev/null differ diff --git a/salvador/data/OK/054508978.tif b/salvador/data/OK/054508978.tif deleted file mode 100644 index edd9849..0000000 Binary files a/salvador/data/OK/054508978.tif and /dev/null differ diff --git a/salvador/data/OK/054509680.tif b/salvador/data/OK/054509680.tif deleted file mode 100644 index 4446b80..0000000 Binary files a/salvador/data/OK/054509680.tif and /dev/null differ diff --git a/salvador/data/OK/054510038.tif b/salvador/data/OK/054510038.tif deleted file mode 100644 index 9a768e7..0000000 Binary files a/salvador/data/OK/054510038.tif and /dev/null differ diff --git a/salvador/data/OK/054511084.tif b/salvador/data/OK/054511084.tif deleted file mode 100644 index 3713765..0000000 Binary files a/salvador/data/OK/054511084.tif and /dev/null differ diff --git a/salvador/data/OK/054511427.tif b/salvador/data/OK/054511427.tif deleted file mode 100644 index f7f8cca..0000000 Binary files a/salvador/data/OK/054511427.tif and /dev/null differ diff --git a/salvador/data/OK/054511786.tif b/salvador/data/OK/054511786.tif deleted file mode 100644 index 4769ba0..0000000 Binary files a/salvador/data/OK/054511786.tif and /dev/null differ diff --git a/salvador/data/OK/054512129.tif b/salvador/data/OK/054512129.tif deleted file mode 100644 index 55d0b43..0000000 Binary files a/salvador/data/OK/054512129.tif and /dev/null differ diff --git a/salvador/data/OK/054512488.tif b/salvador/data/OK/054512488.tif deleted file mode 100644 index 8c0e90d..0000000 Binary files a/salvador/data/OK/054512488.tif and /dev/null differ diff --git a/salvador/data/OK/054512831.tif b/salvador/data/OK/054512831.tif deleted file mode 100644 index ceb56df..0000000 Binary files a/salvador/data/OK/054512831.tif and /dev/null differ diff --git a/salvador/data/OK/054513190.tif b/salvador/data/OK/054513190.tif deleted file mode 100644 index 09f25dd..0000000 Binary files a/salvador/data/OK/054513190.tif and /dev/null differ diff --git a/salvador/data/OK/054514235.tif b/salvador/data/OK/054514235.tif deleted file mode 100644 index af548f3..0000000 Binary files a/salvador/data/OK/054514235.tif and /dev/null differ diff --git a/salvador/data/OK/054514578.tif b/salvador/data/OK/054514578.tif deleted file mode 100644 index dfa53da..0000000 Binary files a/salvador/data/OK/054514578.tif and /dev/null differ