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|
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DYNAMO_BACKENDS = [ |
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"EAGER", |
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"AOT_EAGER", |
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"INDUCTOR", |
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"AOT_TS_NVFUSER", |
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|
"NVPRIMS_NVFUSER", |
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|
"CUDAGRAPHS", |
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|
"OFI", |
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|
"FX2TRT", |
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|
"ONNXRT", |
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|
"TENSORRT", |
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"IPEX", |
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|
"TVM", |
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|
] |
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|
|
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def _ask_field(input_text, convert_value=None, default=None, error_message=None): |
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|
ask_again = True |
|
|
while ask_again: |
|
|
result = input(input_text) |
|
|
try: |
|
|
if default is not None and len(result) == 0: |
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|
return default |
|
|
return convert_value(result) if convert_value is not None else result |
|
|
except Exception: |
|
|
if error_message is not None: |
|
|
print(error_message) |
|
|
|
|
|
def _ask_options(input_text, options=[], convert_value=None, default=0): |
|
|
menu = BulletMenu(input_text, options) |
|
|
result = menu.run(default_choice=default) |
|
|
return convert_value(result) if convert_value is not None else result |
|
|
|
|
|
def _convert_compute_environment(value): |
|
|
value = int(value) |
|
|
return ComputeEnvironment(["LOCAL_MACHINE", "AMAZON_SAGEMAKER"][value]) |
|
|
|
|
|
def _convert_distributed_mode(value): |
|
|
value = int(value) |
|
|
return DistributedType(["NO", "MULTI_CPU", "MULTI_XPU", "MULTI_GPU", "MULTI_NPU", "TPU"][value]) |
|
|
|
|
|
def _convert_dynamo_backend(value): |
|
|
value = int(value) |
|
|
return DynamoBackend(DYNAMO_BACKENDS[value]).value |
|
|
|
|
|
def _convert_mixed_precision(value): |
|
|
value = int(value) |
|
|
return PrecisionType(["no", "fp16", "bf16", "fp8"][value]) |
|
|
|
|
|
def _convert_sagemaker_distributed_mode(value): |
|
|
value = int(value) |
|
|
return SageMakerDistributedType(["NO", "DATA_PARALLEL", "MODEL_PARALLEL"][value]) |
|
|
|
|
|
def _convert_yes_no_to_bool(value): |
|
|
return {"yes": True, "no": False}[value.lower()] |
|
|
|
|
|
class SubcommandHelpFormatter(argparse.RawDescriptionHelpFormatter): |
|
|
""" |
|
|
A custom formatter that will remove the usage line from the help message for subcommands. |
|
|
""" |
|
|
|
|
|
def _format_usage(self, usage, actions, groups, prefix): |
|
|
usage = super()._format_usage(usage, actions, groups, prefix) |
|
|
usage = usage.replace("<command> [<args>] ", "") |
|
|
return usage |
|
|
|
