dpgen2.superop package
Submodules
dpgen2.superop.block module
- class dpgen2.superop.block.ConcurrentLearningBlock(name: str, prep_run_dp_train_op: OPTemplate, prep_run_lmp_op: OPTemplate, select_confs_op: OP, prep_run_fp_op: OPTemplate, collect_data_op: OP, select_confs_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, collect_data_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, upload_python_packages: Optional[List[PathLike]] = None)[source]
Bases:
Steps- Attributes
- input_artifacts
- input_parameters
- keys
- output_artifacts
- output_parameters
Methods
add(step)Add a step or a list of parallel steps to the steps
convert_to_argo
handle_key
run
- property input_artifacts
- property input_parameters
- property keys
- property output_artifacts
- property output_parameters
dpgen2.superop.prep_run_dp_train module
- class dpgen2.superop.prep_run_dp_train.PrepRunDPTrain(name: str, prep_train_op: OP, run_train_op: OP, prep_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, run_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, upload_python_packages: Optional[List[PathLike]] = None)[source]
Bases:
Steps- Attributes
- input_artifacts
- input_parameters
- keys
- output_artifacts
- output_parameters
Methods
add(step)Add a step or a list of parallel steps to the steps
convert_to_argo
handle_key
run
- property input_artifacts
- property input_parameters
- property keys
- property output_artifacts
- property output_parameters
dpgen2.superop.prep_run_fp module
- class dpgen2.superop.prep_run_fp.PrepRunFp(name: str, prep_op: OP, run_op: OP, prep_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, run_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, upload_python_packages: Optional[List[PathLike]] = None)[source]
Bases:
Steps- Attributes
- input_artifacts
- input_parameters
- keys
- output_artifacts
- output_parameters
Methods
add(step)Add a step or a list of parallel steps to the steps
convert_to_argo
handle_key
run
- property input_artifacts
- property input_parameters
- property keys
- property output_artifacts
- property output_parameters
dpgen2.superop.prep_run_lmp module
- class dpgen2.superop.prep_run_lmp.PrepRunLmp(name: str, prep_op: OP, run_op: OP, prep_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, run_config: dict = {'continue_on_failed': False, 'continue_on_num_success': None, 'continue_on_success_ratio': None, 'executor': None, 'parallelism': None, 'template_config': {'envs': None, 'image': 'dptechnology/dpgen2:latest', 'retry_on_transient_error': None, 'timeout': None, 'timeout_as_transient_error': False}}, upload_python_packages: Optional[List[PathLike]] = None)[source]
Bases:
Steps- Attributes
- input_artifacts
- input_parameters
- keys
- output_artifacts
- output_parameters
Methods
add(step)Add a step or a list of parallel steps to the steps
convert_to_argo
handle_key
run
- property input_artifacts
- property input_parameters
- property keys
- property output_artifacts
- property output_parameters