""" Model / Layer Config singleton state """ from typing import Any, Optional __all__ = [ 'is_exportable', 'is_scriptable', 'is_no_jit', 'set_exportable', 'set_scriptable', 'set_no_jit', 'set_layer_config' ] # Set to True if prefer to have layers with no jit optimization (includes activations) _NO_JIT = False # Set to True if prefer to have activation layers with no jit optimization # NOTE not currently used as no difference between no_jit and no_activation jit as only layers obeying # the jit flags so far are activations. This will change as more layers are updated and/or added. _NO_ACTIVATION_JIT = False # Set to True if exporting a model with Same padding via ONNX _EXPORTABLE = False # Set to True if wanting to use torch.jit.script on a model _SCRIPTABLE = False def is_no_jit(): return _NO_JIT class set_no_jit: def __init__(self, mode: bool) -> None: global _NO_JIT self.prev = _NO_JIT _NO_JIT = mode def __enter__(self) -> None: pass def __exit__(self, *args: Any) -> bool: global _NO_JIT _NO_JIT = self.prev return False def is_exportable(): return _EXPORTABLE class set_exportable: def __init__(self, mode: bool) -> None: global _EXPORTABLE self.prev = _EXPORTABLE _EXPORTABLE = mode def __enter__(self) -> None: pass def __exit__(self, *args: Any) -> bool: global _EXPORTABLE _EXPORTABLE = self.prev return False def is_scriptable(): return _SCRIPTABLE class set_scriptable: def __init__(self, mode: bool) -> None: global _SCRIPTABLE self.prev = _SCRIPTABLE _SCRIPTABLE = mode def __enter__(self) -> None: pass def __exit__(self, *args: Any) -> bool: global _SCRIPTABLE _SCRIPTABLE = self.prev return False class set_layer_config: """ Layer config context manager that allows setting all layer config flags at once. If a flag arg is None, it will not change the current value. """ def __init__( self, scriptable: Optional[bool] = None, exportable: Optional[bool] = None, no_jit: Optional[bool] = None, no_activation_jit: Optional[bool] = None): global _SCRIPTABLE global _EXPORTABLE global _NO_JIT global _NO_ACTIVATION_JIT self.prev = _SCRIPTABLE, _EXPORTABLE, _NO_JIT, _NO_ACTIVATION_JIT if scriptable is not None: _SCRIPTABLE = scriptable if exportable is not None: _EXPORTABLE = exportable if no_jit is not None: _NO_JIT = no_jit if no_activation_jit is not None: _NO_ACTIVATION_JIT = no_activation_jit def __enter__(self) -> None: pass def __exit__(self, *args: Any) -> bool: global _SCRIPTABLE global _EXPORTABLE global _NO_JIT global _NO_ACTIVATION_JIT _SCRIPTABLE, _EXPORTABLE, _NO_JIT, _NO_ACTIVATION_JIT = self.prev return False