steffen/masks_augments_compare-21
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Experiment parameters

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steffen 2020-11-23 07:40:43 +01:00
parent a079a196af
commit 98ccecac04
1 changed files with 52 additions and 38 deletions
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30
multi_run.py
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@ -1,4 +1,8 @@
import shutil
# Imports
# =============================================================================
from _paramters import main_arg_parser
from main import run_lightning_loop
import warnings
from ml_lib.utils.config import Config
@ -6,12 +10,6 @@ from ml_lib.utils.config import Config
warnings.filterwarnings('ignore', category=FutureWarning)
warnings.filterwarnings('ignore', category=UserWarning)
# Imports
# =============================================================================
from main import run_lightning_loop
from _paramters import main_arg_parser
if __name__ == '__main__':
@ -20,8 +18,9 @@ if __name__ == '__main__':
config = Config().read_namespace(args)
arg_dict = dict()
for seed in range(0, 3):
for seed in range(1):
arg_dict.update(main_seed=seed)
if False:
for patch_size in [3, 5 , 9]:
for model in ['SequentialVisualTransformer']:
arg_dict.update(model_type=model, model_patch_size=patch_size)
@ -52,6 +51,21 @@ if __name__ == '__main__':
for dicts in [raw_conf, all_conf, speed_conf, mask_conf, noise_conf, shift_conf, loudness_conf]:
arg_dict.update(dicts)
if True:
for patch_size in [3, 7]:
for lat_dim in [4, 32]:
for heads in [2, 4]:
for embedding_size in [32, 64]:
for attn_depth in [1, 3]:
for model in ['SequentialVisualTransformer', 'VisualTransformer']:
arg_dict.update(
model_type=model,
model_patch_size=patch_size,
model_lat_dim=lat_dim,
model_heads=heads,
model_embedding_size=embedding_size,
model_attn_depth=attn_depth
)
config = config.update(arg_dict)
version_path = config.exp_path / config.version
if version_path.exists():