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[FEATURE] Add train-type parameter to otx train #1874

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Mar 14, 2023
Merged

[FEATURE] Add train-type parameter to otx train #1874

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52f4b40
Add train-type parameter to otx train
sovrasov Mar 9, 2023
4b2ec68
Add a check if train-type exist in otx xxx parser
sovrasov Mar 13, 2023
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2 changes: 2 additions & 0 deletions docs/source/guide/get_started/quick_start_guide/cli_commands.rst
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Expand Up @@ -180,6 +180,8 @@ However, if you created a workspace with ``otx build``, the training process can
Comma-separated paths to unlabeled data folders
--unlabeled-file-list UNLABELED_FILE_LIST
Comma-separated paths to unlabeled file list
--train-type TRAIN_TYPE
The currently supported options: dict_keys(['INCREMENTAL', 'SEMISUPERVISED', 'SELFSUPERVISED']).
--load-weights LOAD_WEIGHTS
Load model weights from previously saved checkpoint.
--resume-from RESUME_FROM
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2 changes: 1 addition & 1 deletion otx/cli/manager/config_manager.py
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Expand Up @@ -186,7 +186,7 @@ def _get_train_type(self, ignore_args: bool = False) -> str:
if arg_algo_backend:
train_type = arg_algo_backend.get("train_type", {"value": "INCREMENTAL"}) # type: ignore
return train_type.get("value", "INCREMENTAL")
if self.mode in ("build") and self.args.train_type:
if hasattr(self.args, "train_type") and self.mode in ("build", "train") and self.args.train_type:
self.train_type = self.args.train_type.upper()
if self.train_type not in TASK_TYPE_TO_SUB_DIR_NAME:
raise ValueError(f"{self.train_type} is not currently supported by otx.")
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7 changes: 7 additions & 0 deletions otx/cli/tools/train.py
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Expand Up @@ -28,6 +28,7 @@
from otx.api.serialization.label_mapper import label_schema_to_bytes
from otx.api.usecases.adapters.model_adapter import ModelAdapter
from otx.cli.manager import ConfigManager
from otx.cli.manager.config_manager import TASK_TYPE_TO_SUB_DIR_NAME
from otx.cli.utils.hpo import run_hpo
from otx.cli.utils.importing import get_impl_class
from otx.cli.utils.io import read_binary, read_label_schema, save_model_data
Expand Down Expand Up @@ -60,6 +61,12 @@ def get_args():
"--unlabeled-file-list",
help="Comma-separated paths to unlabeled file list",
)
parser.add_argument(
"--train-type",
help=f"The currently supported options: {TASK_TYPE_TO_SUB_DIR_NAME.keys()}.",
type=str,
default="incremental",
)
parser.add_argument(
"--load-weights",
help="Load model weights from previously saved checkpoint.",
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