wehub-resource-sync
65 lines
3.1 KiB
Python
65 lines
3.1 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 unittest
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from gpu_kernel_compare import KernelManifestComparer
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class TestKernelManifestComparer(unittest.TestCase):
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def setUp(self):
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# Baseline manifest simulating existing kernels
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self.baseline_manifest = {
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"kernel_a": [
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"{data_type[float]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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"{data_type[double]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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],
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"kernel_b": [
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"{data_type[double]; data_layout[Undefined(AnyLayout)]; place[Place(cpu)]; library_type[PLAIN]}"
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],
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}
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self.comparator = KernelManifestComparer(self.baseline_manifest)
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def test_all_gpu_kernel_detection(self):
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target_manifest = {
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"kernel_a": [ # Existing kernel with additional data type
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"{data_type[float]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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"{data_type[double]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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"{data_type[::phi::dtype::float16]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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],
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"kernel_b": [ # Existing kernel now has GPU support
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"{data_type[double]; data_layout[Undefined(AnyLayout)]; place[Place(cpu)]; library_type[PLAIN]}",
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"{data_type[double]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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],
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"kernel_c": [ # New kernel with GPU support
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"{data_type[float]; data_layout[Undefined(AnyLayout)]; place[Place(gpu:0)]; library_type[PLAIN]}",
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],
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}
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summary = self.comparator.compare(target_manifest)
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self.assertIn("kernel_c", summary["new_kernels_with_gpu"])
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self.assertEqual(len(summary["new_kernels_with_gpu"]), 1)
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self.assertIn("kernel_a", summary["kernels_with_new_gpu_support"])
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self.assertIn("kernel_b", summary["kernels_with_new_gpu_support"])
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self.assertEqual(len(summary["kernels_with_new_gpu_support"]), 2)
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self.assertIn("kernel_a", summary["gpu_kernels_with_new_data_types"])
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self.assertIn(
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"::phi::dtype::float16",
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summary["gpu_kernels_with_new_data_types"]["kernel_a"],
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)
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self.assertEqual(
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len(summary["gpu_kernels_with_new_data_types"]["kernel_a"]), 1
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)
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