summaryrefslogtreecommitdiff
path: root/utils
diff options
context:
space:
mode:
Diffstat (limited to 'utils')
-rw-r--r--utils/configuration.py96
-rw-r--r--utils/misc.py5
2 files changed, 2 insertions, 99 deletions
diff --git a/utils/configuration.py b/utils/configuration.py
deleted file mode 100644
index 2959483..0000000
--- a/utils/configuration.py
+++ /dev/null
@@ -1,96 +0,0 @@
-from typing import TypedDict, Optional, Union, Tuple, Dict
-
-from utils.dataset import ClipClasses, ClipConditions, ClipViews
-
-
-class SystemConfiguration(TypedDict):
- disable_acc: bool
- CUDA_VISIBLE_DEVICES: str
- save_dir: str
- image_log_on: bool
-
-
-class DatasetConfiguration(TypedDict):
- name: str
- root_dir: str
- train_size: int
- num_sampled_frames: int
- truncate_threshold: int
- discard_threshold: int
- selector: Optional[Dict[str, Union[ClipClasses, ClipConditions, ClipViews]]]
- num_input_channels: int
- frame_size: Tuple[int, int]
- cache_on: bool
-
-
-class DataloaderConfiguration(TypedDict):
- batch_size: Tuple[int, int]
- num_workers: int
- pin_memory: bool
-
-
-class ModelHPConfiguration(TypedDict):
- ae_feature_channels: int
- f_a_c_p_dims: Tuple[int, int, int]
- hpm_scales: Tuple[int, ...]
- hpm_use_1x1conv: bool
- hpm_use_avg_pool: bool
- hpm_use_max_pool: bool
- fpfe_feature_channels: int
- fpfe_kernel_sizes: Tuple[Tuple, ...]
- fpfe_paddings: Tuple[Tuple, ...]
- fpfe_halving: Tuple[int, ...]
- tfa_squeeze_ratio: int
- tfa_num_parts: int
- embedding_dims: int
- triplet_is_hard: bool
- triplet_is_mean: bool
- triplet_margins: Tuple[float, float]
-
-
-class SubOptimizerHPConfiguration(TypedDict):
- lr: int
- betas: Tuple[float, float]
- eps: float
- weight_decay: float
- amsgrad: bool
-
-
-class OptimizerHPConfiguration(TypedDict):
- start_iter: int
- lr: int
- betas: Tuple[float, float]
- eps: float
- weight_decay: float
- amsgrad: bool
- auto_encoder: SubOptimizerHPConfiguration
- part_net: SubOptimizerHPConfiguration
- hpm: SubOptimizerHPConfiguration
- fc: SubOptimizerHPConfiguration
-
-
-class SchedulerHPConfiguration(TypedDict):
- step_size: int
- gamma: float
-
-
-class HyperparameterConfiguration(TypedDict):
- model: ModelHPConfiguration
- optimizer: OptimizerHPConfiguration
- scheduler: SchedulerHPConfiguration
-
-
-class ModelConfiguration(TypedDict):
- name: str
- restore_iter: int
- total_iter: int
- restore_iters: Tuple[int, ...]
- total_iters: Tuple[int, ...]
-
-
-class Configuration(TypedDict):
- system: SystemConfiguration
- dataset: DatasetConfiguration
- dataloader: DataloaderConfiguration
- hyperparameter: HyperparameterConfiguration
- model: ModelConfiguration
diff --git a/utils/misc.py b/utils/misc.py
index b850830..c047618 100644
--- a/utils/misc.py
+++ b/utils/misc.py
@@ -1,9 +1,8 @@
import os
+from typing import Dict
-from utils.configuration import SystemConfiguration
-
-def set_visible_cuda(config: SystemConfiguration):
+def set_visible_cuda(config: Dict):
"""Set environment variable CUDA device(s)"""
CUDA_VISIBLE_DEVICES = config.get('CUDA_VISIBLE_DEVICES', None)
if CUDA_VISIBLE_DEVICES: