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See https://github.com/pytorch/pytorch/pull/129751#issue-2380881501. Most changes are auto-generated by linter. You can review these PRs via: ```bash git diff --ignore-all-space --ignore-blank-lines HEAD~1 ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/129764 Approved by: https://github.com/ezyang
92 lines
3.1 KiB
Python
92 lines
3.1 KiB
Python
import argparse
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import os
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import sys
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import torch
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# grab modules from test_jit_hooks.cpp
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pytorch_test_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__)))
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sys.path.append(pytorch_test_dir)
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from jit.test_hooks_modules import (
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create_forward_tuple_input,
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create_module_forward_multiple_inputs,
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create_module_forward_single_input,
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create_module_hook_return_nothing,
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create_module_multiple_hooks_multiple_inputs,
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create_module_multiple_hooks_single_input,
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create_module_no_forward_input,
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create_module_same_hook_repeated,
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create_submodule_forward_multiple_inputs,
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create_submodule_forward_single_input,
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create_submodule_hook_return_nothing,
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create_submodule_multiple_hooks_multiple_inputs,
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create_submodule_multiple_hooks_single_input,
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create_submodule_same_hook_repeated,
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create_submodule_to_call_directly_with_hooks,
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)
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# Create saved modules for JIT forward hooks and pre-hooks
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def main():
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parser = argparse.ArgumentParser(
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description="Serialize a script modules with hooks attached"
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)
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parser.add_argument("--export-script-module-to", required=True)
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options = parser.parse_args()
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global save_name
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save_name = options.export_script_module_to + "_"
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tests = [
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(
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"test_submodule_forward_single_input",
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create_submodule_forward_single_input(),
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),
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(
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"test_submodule_forward_multiple_inputs",
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create_submodule_forward_multiple_inputs(),
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),
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(
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"test_submodule_multiple_hooks_single_input",
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create_submodule_multiple_hooks_single_input(),
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),
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(
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"test_submodule_multiple_hooks_multiple_inputs",
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create_submodule_multiple_hooks_multiple_inputs(),
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),
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("test_submodule_hook_return_nothing", create_submodule_hook_return_nothing()),
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("test_submodule_same_hook_repeated", create_submodule_same_hook_repeated()),
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("test_module_forward_single_input", create_module_forward_single_input()),
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(
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"test_module_forward_multiple_inputs",
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create_module_forward_multiple_inputs(),
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),
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(
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"test_module_multiple_hooks_single_input",
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create_module_multiple_hooks_single_input(),
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),
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(
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"test_module_multiple_hooks_multiple_inputs",
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create_module_multiple_hooks_multiple_inputs(),
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),
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("test_module_hook_return_nothing", create_module_hook_return_nothing()),
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("test_module_same_hook_repeated", create_module_same_hook_repeated()),
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("test_module_no_forward_input", create_module_no_forward_input()),
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("test_forward_tuple_input", create_forward_tuple_input()),
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(
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"test_submodule_to_call_directly_with_hooks",
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create_submodule_to_call_directly_with_hooks(),
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),
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]
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for name, model in tests:
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m_scripted = torch.jit.script(model)
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filename = save_name + name + ".pt"
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torch.jit.save(m_scripted, filename)
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print("OK: completed saving modules with hooks!")
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if __name__ == "__main__":
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main()
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