aug_model: _target_: mlproject.aug_models.augmentation.VideoAugmentation callbacks: hf_uploader: _target_: mlproject.callbacks.UploadCheckpointsToHuggingFace repo_name: aa1 repo_owner: kiyoonkim code_dir: /home/kiyoon/project/mlproject current_experiment_dir: /disk/scratch2/experiments/aa1 data_dir: /disk/scratch_fast1/datasets dataloader: _target_: torch.utils.data.dataloader.DataLoader batch_sampler: null batch_size: 8 collate_fn: null dataset: null drop_last: false generator: null multiprocessing_context: null num_workers: 4 persistent_workers: false pin_memory: true pin_memory_device: '' prefetch_factor: null sampler: null shuffle: true timeout: 0.0 worker_init_fn: null dataset: _target_: mlproject.datasets.config.DatasetConfig class_keys: null num_classes: 51 download_checkpoint_with_name: null download_latest: true eval_batch_size: 8 exp_name: aa1 freeze_backbone: false hf_repo_dir: /disk/scratch2/experiments/aa1/repo hf_username: kiyoonkim input_num_frames: 8 learner: _target_: mlproject.boilerplate.Learner callbacks: null checkpoint_after_validation: true checkpoint_every_n_steps: 500 evaluate_every_n_epochs: null evaluate_every_n_steps: 500 evaluators: null experiment_dir: /disk/scratch2/experiments/aa1/repo experiment_name: aa1 limit_train_iters: null limit_val_iters: null model: null print_model_parameters: false resume: false test_dataloaders: null train_dataloader: null train_epochs: null train_iters: 10000 trainers: null val_dataloaders: null model: _target_: mlproject.models.tsm_resnet50.build_tsm_model num_classes: 51 num_frames: 8 pretrained: kinetics400 num_workers: 4 optimizer: _target_: torch.optim.sgd.SGD dampening: 0 differentiable: false foreach: null lr: 1.0e-05 maximize: false momentum: 0.9 nesterov: false params: ??? weight_decay: 0.0005 print_config: false repo_path: kiyoonkim/aa1 resume: false resume_from_checkpoint: null root_experiment_dir: /disk/scratch2/experiments scheduler: _target_: torch.optim.lr_scheduler.MultiStepLR gamma: 0.3 last_epoch: -1 milestones: - 5000 - 8000 optimizer: ??? verbose: false seed: 42 test: false torch_dataset: _target_: mlproject.torch_datasets.gulp_sparsesample.build_gulp_dataset bgr: false crop_size: 224 data_dir: /disk/scratch_fast1/datasets/hmdb51 dataset_name: hmdb51-gulprgb ensure_installed: true mean: - 0.485 - 0.456 - 0.406 normalise: true sets_to_include: null std: - 0.229 - 0.224 - 0.225 test_num_spatial_crops: 1 test_scale: 256 train_horizontal_flip: true train_jitter_max: 336 train_jitter_min: 224 train: true train_batch_size: 8 wandb_args: _target_: wandb.sdk.wandb_init.init allow_val_change: null anonymous: null config: null config_exclude_keys: null config_include_keys: null dir: /disk/scratch2/experiments/aa1 entity: null force: null group: null id: null job_type: null magic: null mode: null monitor_gym: null name: null notes: null project: simple-tutorial reinit: null resume: allow save_code: true settings: null sync_tensorboard: null tags: null tensorboard: null