Datasets:

aengusl

/

spawrious_resnet18_hparams_dict

like 0

{ "ERM": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06}", "GroupDRO": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06,\n \"groupdro_eta\": 0.0053050580120662895} ", "IRM": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06,\n \"irm_lambda\": 1.8838285530562104,\n \"irm_penalty_anneal_iters\": 247} ", "MMD": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06,\n \"mmd_gamma\": 7.289784897124338} ", "CORAL": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06,\n \"mmd_gamma\": 6.9018246989615895} ", "CausIRL_CORAL": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.00016629177873519647, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 1.1975155295174919e-06,\n \"mmd_gamma\": 3.5146823420446407} " }

{ "ERM": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05}", "GroupDRO": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05,\n \"groupdro_eta\": 0.013378423587817576} ", "IRM": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05,\n \"irm_lambda\": 29.3676220201571,\n \"irm_penalty_anneal_iters\": 3001} ", "MMD": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05,\n \"mmd_gamma\": 1.0215072228839979} ", "CORAL": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05,\n \"mmd_gamma\": 0.5870292457165399} ", "CausIRL_CORAL": "{\"batch_size\": 128, \n \"class_balanced\": false, \n \"data_augmentation\": true, \n \"lr\": 0.0001653813153854724, \n \"nonlinear_classifier\": false, \n \"arch\": \"resnet18\", \n \"resnet_dropout\": 0.1,\n \"weight_decay\": 2.7643974709171963e-05,\n \"mmd_gamma\": 0.5870292457165399} " }