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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar100_10000_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar100_10000_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 10000 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.001 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar100 | ||
| train_sampler: RandomSampler | ||
| num_classes: 100 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10061 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar100_2500_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar100_2500_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 2500 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.001 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar100 | ||
| train_sampler: RandomSampler | ||
| num_classes: 100 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10061 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar100_400_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar100_400_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 400 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.001 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar100 | ||
| train_sampler: RandomSampler | ||
| num_classes: 100 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10061 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar10_250_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar10_250_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 250 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.0005 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar10 | ||
| train_sampler: RandomSampler | ||
| num_classes: 10 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10064 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar10_4000_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar10_4000_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 4000 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.0005 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar10 | ||
| train_sampler: RandomSampler | ||
| num_classes: 10 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10064 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_cifar10_40_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_cifar10_40_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 40 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 32 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.0005 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_28_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: cifar10 | ||
| train_sampler: RandomSampler | ||
| num_classes: 10 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10064 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_stl10_1000_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_stl10_1000_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 1000 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 96 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.0005 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_var_37_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: stl10 | ||
| train_sampler: RandomSampler | ||
| num_classes: 10 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10063 | ||
| dist_backend: nccl | ||
| gpu: None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| algorithm: adamatch | ||
| save_dir: ./saved_models/classic_cv | ||
| save_name: adamatch_stl10_250_0 | ||
| resume: True | ||
| load_path: ./saved_models/classic_cv/adamatch_stl10_250_0/latest_model.pth | ||
| overwrite: True | ||
| use_tensorboard: True | ||
| use_wandb: False | ||
| epoch: 1024 | ||
| num_train_iter: 1048576 | ||
| num_eval_iter: 5120 | ||
| num_log_iter: 256 | ||
| num_labels: 250 | ||
| batch_size: 64 | ||
| eval_batch_size: 256 | ||
| hard_label: True | ||
| T: 0.5 | ||
| p_cutoff: 0.95 | ||
| ulb_loss_ratio: 1.0 | ||
| ema_p: 0.999 | ||
| uratio: 7 | ||
| ema_m: 0.999 | ||
| crop_ratio: 0.875 | ||
| img_size: 96 | ||
| optim: SGD | ||
| lr: 0.03 | ||
| momentum: 0.9 | ||
| weight_decay: 0.0005 | ||
| layer_decay: 1.0 | ||
| amp: False | ||
| clip: 0.0 | ||
| use_cat: True | ||
| net: wrn_var_37_2 | ||
| net_from_name: False | ||
| data_dir: ./data | ||
| dataset: stl10 | ||
| train_sampler: RandomSampler | ||
| num_classes: 10 | ||
| num_workers: 1 | ||
| seed: 0 | ||
| world_size: 1 | ||
| rank: 0 | ||
| multiprocessing_distributed: True | ||
| dist_url: tcp://127.0.0.1:10063 | ||
| dist_backend: nccl | ||
| gpu: None |
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