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23 changes: 22 additions & 1 deletion extension/pt2_archive/targets.bzl
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,27 @@ def define_common_targets():
TARGETS and BUCK files that call this function.
"""

runtime.python_binary(
name = "export",
main_module = "executorch.extension.pt2_archive.test.pt2_archive_export",
srcs = ["test/pt2_archive_export.py"],
deps = [
"//caffe2:torch",
"//executorch/exir:lib",
"//executorch/exir/_serialize:lib",
],
visibility = [], # Private
)

runtime.genrule(
name = "gen_pt2_archive",
cmd = "$(exe :export) --outdir $OUT",
outs = {
"model": ["model.pt2"],
},
default_outs = ["."],
)

runtime.cxx_library(
name = "pt2_archive_data_map",
srcs = [
Expand Down Expand Up @@ -60,7 +81,7 @@ def define_common_targets():
"//executorch/runtime/platform:platform",
],
env = {
"TEST_LINEAR_PT2": "$(location :linear)",
"TEST_LINEAR_PT2": "$(location :gen_pt2_archive[model])",
"ET_MODULE_LINEAR_PATH": "$(location fbcode//executorch/test/models:exported_program_and_data[ModuleLinear.pte])",
},
# Not available for mobile with miniz and json dependencies.
Expand Down
67 changes: 67 additions & 0 deletions extension/pt2_archive/test/pt2_archive_export.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,67 @@
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.

# pyre-unsafe

import argparse
import os

import torch
from executorch.exir import ExecutorchBackendConfig, to_edge

from torch.export import ExportedProgram
from torch.export.pt2_archive._package import package_pt2


class ModuleLinear(torch.nn.Module):
def __init__(self):
super().__init__()
self.linear = torch.nn.Linear(3, 3)

def forward(self, x: torch.Tensor):
return self.linear(x)

def get_random_inputs(self):
return (torch.randn(3),)


def main() -> None:
torch.manual_seed(0)
parser = argparse.ArgumentParser()
parser.add_argument(
"--outdir",
type=str,
required=True,
help="Path to the directory to write model.pt2 files to",
)
args = parser.parse_args()

m = ModuleLinear()
sample_inputs = m.get_random_inputs()
ep = torch.export.export(m, sample_inputs)

# Lower to ExecuTorch
exec_prog = to_edge(ep).to_executorch(
ExecutorchBackendConfig(external_constants=True)
)

if not isinstance(ep, ExportedProgram):
raise TypeError(
f"The 'ep' parameter must be an instance of 'ExportedProgram', got '{type(ep).__name__}' instead."
)

# Create PT2 archive file
os.makedirs(args.outdir, exist_ok=True)
filename = os.path.join(args.outdir, "model.pt2")
package_pt2(
filename,
exported_programs={"model": ep},
executorch_files={"model.pte": exec_prog.buffer},
)


if __name__ == "__main__":
main()
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