| callbacks: |
| hf_uploader: |
| _target_: mlproject.callbacks.UploadCheckpointsToHuggingFace |
| repo_name: aaa |
| repo_owner: kiyoonkim |
| code_dir: /home/kiyoon/project/mlproject |
| current_experiment_dir: /disk/scratch2/experiments/aaa |
| 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.data.build_gulp_dataset |
| data_dir: /disk/scratch_fast1/datasets |
| dataset_name: hmdb51-gulprgb |
| sets_to_include: null |
| download_checkpoint_with_name: null |
| download_latest: true |
| eval_batch_size: 8 |
| exp_name: aaa |
| freeze_backbone: false |
| hf_repo_dir: /disk/scratch2/experiments/aaa/repo |
| hf_username: kiyoonkim |
| 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/aaa/repo |
| experiment_name: aaa |
| 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.build_tsm_model |
| model_name: tsm_resnet50 |
| num_classes: 51 |
| num_frames: 8 |
| pretrained: kinetics400 |
| num_workers: 4 |
| optimizer: |
| _partial_: true |
| _target_: torch.optim.adamw.AdamW |
| amsgrad: false |
| betas: |
| - 0.9 |
| - 0.999 |
| capturable: false |
| differentiable: false |
| eps: 1.0e-08 |
| foreach: null |
| fused: null |
| lr: 8.0e-05 |
| maximize: false |
| weight_decay: 0.01 |
| print_config: false |
| repo_path: kiyoonkim/aaa |
| resume: false |
| resume_from_checkpoint: null |
| root_experiment_dir: /disk/scratch2/experiments |
| scheduler: |
| _partial_: true |
| _target_: timm.scheduler.cosine_lr.CosineLRScheduler |
| cycle_decay: 1.0 |
| cycle_limit: 1 |
| cycle_mul: 1.0 |
| initialize: true |
| k_decay: 1.0 |
| lr_min: 0.0 |
| noise_pct: 0.67 |
| noise_range_t: null |
| noise_seed: 42 |
| noise_std: 1.0 |
| t_in_epochs: true |
| warmup_lr_init: 0 |
| warmup_prefix: false |
| warmup_t: 0 |
| seed: 42 |
| test: false |
| 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/aaa |
| 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 |
|
|
