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Output config.pbtxt when in remote mode #784

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merged 1 commit into from
Nov 3, 2023
Merged

Output config.pbtxt when in remote mode #784

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89 changes: 64 additions & 25 deletions model_analyzer/record/metrics_manager.py
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Original file line number Diff line number Diff line change
Expand Up @@ -347,35 +347,74 @@ def _create_model_variant(
repository and fills directory with config
"""

variant_name = variant_config.variant_name
if self._config.triton_launch_mode != "remote":
model_repository = self._config.model_repository
self._create_non_remote_mode_model_variant(
original_name, variant_config, ignore_first_config_variant
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)
else:
self._create_remote_mode_model_variant(original_name, variant_config)

original_model_dir = os.path.join(model_repository, original_name)
new_model_dir = os.path.join(self._output_model_repo_path, variant_name)
try:
# Create the directory for the new model
os.makedirs(new_model_dir, exist_ok=True)
self._first_config_variant.setdefault(original_name, None)
def _create_non_remote_mode_model_variant(
self,
original_name: str,
variant_config: ModelConfigVariant,
ignore_first_config_variant: bool = False,
) -> None:
"""
Creates a directory for the model config variant in the output model
repository and fills directory with config
"""
variant_name = variant_config.variant_name
model_repository = self._config.model_repository

original_model_dir = os.path.join(model_repository, original_name)
new_model_dir = os.path.join(self._output_model_repo_path, variant_name)
try:
# Create the directory for the new model
os.makedirs(new_model_dir, exist_ok=True)
self._first_config_variant.setdefault(original_name, None)

if ignore_first_config_variant:
variant_config.model_config.write_config_to_file(
new_model_dir, original_model_dir, None
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)
else:
variant_config.model_config.write_config_to_file(
new_model_dir,
original_model_dir,
self._first_config_variant[original_name],
)

if ignore_first_config_variant:
variant_config.model_config.write_config_to_file(
new_model_dir, original_model_dir, None
)
else:
variant_config.model_config.write_config_to_file(
new_model_dir,
original_model_dir,
self._first_config_variant[original_name],
)
if self._first_config_variant[original_name] is None:
self._first_config_variant[original_name] = os.path.join(
self._output_model_repo_path, variant_name
)
except FileExistsError:
# Ignore if the file already exists
pass

if self._first_config_variant[original_name] is None:
self._first_config_variant[original_name] = os.path.join(
self._output_model_repo_path, variant_name
)
except FileExistsError:
# Ignore if the file already exists
pass
def _create_remote_mode_model_variant(
self,
original_name: str,
variant_config: ModelConfigVariant,
) -> None:
"""
Creates a directory for the model config variant in the output model
repository and fills directory with only the config.pbtxt
"""
variant_name = variant_config.variant_name
new_model_dir = os.path.join(self._output_model_repo_path, variant_name)
try:
os.makedirs(new_model_dir, exist_ok=False)
self._first_config_variant.setdefault(original_name, None)
variant_config.model_config.write_config_to_file(
model_path=new_model_dir,
src_model_path=new_model_dir,
first_variant_model_path=None,
)
except FileExistsError:
# Ignore if the dir already exists
pass

def _load_model_variants(self, run_config):
"""
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