|
callbacks: |
|
hf_uploader: |
|
_target_: mlproject.callbacks.UploadCheckpointsToHuggingFace |
|
repo_name: aak |
|
repo_owner: kiyoonkim |
|
code_dir: /home/kiyoon/project/mlproject |
|
current_experiment_dir: /disk/scratch2/experiments/aak |
|
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: aak |
|
freeze_backbone: false |
|
hf_repo_dir: /disk/scratch2/experiments/aak/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/aak/repo |
|
experiment_name: aak |
|
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/aak |
|
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 |
|
dataset_name: hmdb51-gulprgb |
|
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/aak |
|
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 |
|
|