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test_bundle_data.py
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168 lines (140 loc) · 6.61 KB
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# 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-strict
import tempfile
import unittest
from typing import List
import executorch.devtools.bundled_program.schema as bp_schema
import torch
from executorch.devtools.bundled_program.config import ConfigValue
from executorch.devtools.bundled_program.core import BundledProgram
from executorch.devtools.bundled_program.util.test_util import (
get_common_executorch_program,
)
from executorch.exir._serialize import _PTEFile, _serialize_pte_binary
class TestBundle(unittest.TestCase):
def assertIOsetDataEqual(
self,
program_ioset_data: List[bp_schema.Value],
config_ioset_data: List[ConfigValue],
) -> None:
self.assertEqual(len(program_ioset_data), len(config_ioset_data))
for program_element, config_element in zip(
program_ioset_data, config_ioset_data
):
if isinstance(program_element.val, bp_schema.Tensor):
# TODO: Update to check the bundled input share the same type with the config input after supporting multiple types.
self.assertTrue(isinstance(config_element, torch.Tensor))
self.assertEqual(program_element.val.sizes, list(config_element.size()))
# TODO(gasoonjia): Check the inner data.
elif type(program_element.val) is bp_schema.Int:
self.assertEqual(program_element.val.int_val, config_element)
elif type(program_element.val) is bp_schema.Double:
self.assertEqual(program_element.val.double_val, config_element)
elif type(program_element.val) is bp_schema.Bool:
self.assertEqual(program_element.val.bool_val, config_element)
def test_bundled_program(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
bundled_program = BundledProgram(executorch_program, method_test_suites)
method_test_suites = sorted(method_test_suites, key=lambda t: t.method_name)
for plan_id in range(len(executorch_program.executorch_program.execution_plan)):
bundled_plan_test = (
bundled_program.serialize_to_schema().method_test_suites[plan_id]
)
method_test_suite = method_test_suites[plan_id]
self.assertEqual(
len(bundled_plan_test.test_cases), len(method_test_suite.test_cases)
)
for bundled_program_ioset, method_test_case in zip(
bundled_plan_test.test_cases, method_test_suite.test_cases
):
self.assertIOsetDataEqual(
bundled_program_ioset.inputs, method_test_case.inputs
)
self.assertIOsetDataEqual(
bundled_program_ioset.expected_outputs,
method_test_case.expected_outputs,
)
self.assertEqual(
bundled_program.serialize_to_schema().program,
bytes(
_serialize_pte_binary(
pte_file=_PTEFile(program=executorch_program.executorch_program)
)
),
)
def test_bundled_program_from_pte(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
with tempfile.TemporaryDirectory() as tmp_dir:
executorch_model_path = f"{tmp_dir}/executorch_model.pte"
with open(executorch_model_path, "wb") as f:
f.write(executorch_program.buffer)
bundled_program = BundledProgram(
executorch_program=None,
method_test_suites=method_test_suites,
pte_file_path=executorch_model_path,
)
method_test_suites = sorted(method_test_suites, key=lambda t: t.method_name)
for plan_id in range(
len(executorch_program.executorch_program.execution_plan)
):
bundled_plan_test = (
bundled_program.serialize_to_schema().method_test_suites[plan_id]
)
method_test_suite = method_test_suites[plan_id]
self.assertEqual(
len(bundled_plan_test.test_cases), len(method_test_suite.test_cases)
)
for bundled_program_ioset, method_test_case in zip(
bundled_plan_test.test_cases, method_test_suite.test_cases
):
self.assertIOsetDataEqual(
bundled_program_ioset.inputs, method_test_case.inputs
)
self.assertIOsetDataEqual(
bundled_program_ioset.expected_outputs,
method_test_case.expected_outputs,
)
self.assertEqual(
bundled_program.serialize_to_schema().program,
executorch_program.buffer,
)
def test_bundled_miss_methods(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
# only keep the testcases for the first method to mimic the case that user only creates testcases for the first method.
method_test_suites = method_test_suites[:1]
_ = BundledProgram(executorch_program, method_test_suites)
def test_bundled_wrong_method_name(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
method_test_suites[-1].method_name = "wrong_method_name"
self.assertRaises(
AssertionError,
BundledProgram,
executorch_program,
method_test_suites,
)
def test_bundle_wrong_input_type(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
# pyre-ignore[8]: Use a wrong type on purpose. Should raise an error when creating a bundled program using method_test_suites.
method_test_suites[0].test_cases[-1].inputs = ["WRONG INPUT TYPE"]
self.assertRaises(
AssertionError,
BundledProgram,
executorch_program,
method_test_suites,
)
def test_bundle_wrong_output_type(self) -> None:
executorch_program, method_test_suites = get_common_executorch_program()
method_test_suites[0].test_cases[-1].expected_outputs = [
0,
0.0,
]
self.assertRaises(
AssertionError,
BundledProgram,
executorch_program,
method_test_suites,
)