wehub-resource-sync
122 lines
3.6 KiB
Python
122 lines
3.6 KiB
Python
# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import random
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import string
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import unittest
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from test_case_base import TestCaseBase
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from paddle.jit.sot.utils.exceptions import (
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BuiltinFunctionBreak,
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DataDependencyControlFlowBreak,
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DataDependencyDynamicShapeBreak,
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DataDependencyOperationBreak,
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DygraphInconsistentWithStaticBreak,
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FallbackInlineCallBreak,
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InferMetaBreak,
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InlineCallBreak,
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OtherInlineCallBreak,
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PsdbBreakReason,
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SideEffectBreak,
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UnsupportedIteratorBreak,
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UnsupportedPaddleAPIBreak,
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)
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from paddle.jit.sot.utils.info_collector import (
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BreakGraphReasonInfo,
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InfoBase,
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SubGraphInfo,
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)
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generate_random_string = lambda N: ''.join(
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random.choices(string.ascii_uppercase + string.digits, k=N)
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)
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class TestSerialize(TestCaseBase):
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def test_case(self):
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x_dict = {
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'a': 'b',
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'c': 'd',
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}
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x_str = InfoBase.serialize(x_dict)
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y_dict = InfoBase.deserialize(x_str)
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self.assertEqual(x_dict, y_dict)
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class TestBreakGraphReasonInfo(TestCaseBase):
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def test_case(self):
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history = [
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BreakGraphReasonInfo(
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BreakReasonClass(
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reason_str=generate_random_string(random.randint(1, 5))
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)
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)
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for BreakReasonClass in [
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FallbackInlineCallBreak,
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DataDependencyControlFlowBreak,
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DataDependencyDynamicShapeBreak,
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DataDependencyOperationBreak,
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UnsupportedPaddleAPIBreak,
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BuiltinFunctionBreak,
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SideEffectBreak,
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UnsupportedIteratorBreak,
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InlineCallBreak,
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OtherInlineCallBreak,
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DygraphInconsistentWithStaticBreak,
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PsdbBreakReason,
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InferMetaBreak,
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]
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]
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serialized = BreakGraphReasonInfo.json_report(history)
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deserialized = BreakGraphReasonInfo.restore_from_string(
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serialized.removeprefix("<sot>").removesuffix("</sot>")
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)
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origin_reasons_dict, _ = BreakGraphReasonInfo.classify(history)
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origin_reasons2count = {
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k: len(v) for k, v in origin_reasons_dict.items()
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}
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new_reasons_dict, _ = BreakGraphReasonInfo.classify(deserialized)
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new_reasons2count = {k: len(v) for k, v in new_reasons_dict.items()}
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self.assertEqual(origin_reasons2count, new_reasons2count)
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class TestSubGraphInfo(TestCaseBase):
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def test_case(self):
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history = [
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SubGraphInfo(
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generate_random_string(random.randint(1, 5)),
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random.randint(0, 20),
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generate_random_string(random.randint(1, 5)),
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),
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] * 10
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serialized = SubGraphInfo.json_report(history)
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deserialized = SubGraphInfo.restore_from_string(
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serialized.removeprefix("<sot>").removesuffix("</sot>")
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)
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self.assertEqual(history, deserialized)
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if __name__ == "__main__":
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unittest.main()
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