wehub-resource-sync
101 lines
3.1 KiB
Python
101 lines
3.1 KiB
Python
# Copyright (c) 2024 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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import numpy as np
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from tensorrt_test_base import TensorRTBaseTest
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import paddle.nn.functional as F
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class TestGridSampleTRTPatternBase(TensorRTBaseTest):
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def setUp(self):
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self.python_api = F.grid_sample
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self.api_args = {
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"x": np.array(
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[[[[-0.6, 0.8, -0.5], [-0.5, 0.2, 1.2], [1.4, 0.3, -0.2]]]]
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).astype("float32"),
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"grid": np.array(
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[
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[
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[[0.2, 0.3], [-0.4, -0.3], [-0.9, 0.3], [-0.9, -0.6]],
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[[0.4, 0.1], [0.9, -0.8], [0.4, 0.5], [0.5, -0.2]],
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[[0.1, -0.8], [-0.3, -1.0], [0.7, 0.4], [0.2, 0.8]],
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]
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],
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dtype='float32',
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),
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}
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self.program_config = {"feed_list": ["x", "grid"]}
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self.min_shape = {"x": [1, 1, 3, 3], "grid": [1, 3, 4, 2]}
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self.opt_shape = {"x": [1, 1, 3, 3], "grid": [1, 3, 4, 2]}
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self.max_shape = {"x": [5, 1, 3, 3], "grid": [5, 3, 4, 2]}
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class TestGridSampleTRTPatternCase1(TestGridSampleTRTPatternBase):
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"""default:mode='bilinear', padding_mode='zeros', align_corners=True"""
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def test_trt_result(self):
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self.check_trt_result()
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class TestGridSampleTRTPatternCase2(TestGridSampleTRTPatternBase):
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"""default:mode='nearest', padding_mode='reflection', align_corners=False"""
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def setUp(self):
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super().setUp()
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self.api_args.update(
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{
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"mode": "nearest",
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"padding_mode": "reflection",
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"align_corner": False,
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}
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)
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def test_trt_result(self):
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self.check_trt_result()
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class TestGridSampleTRTPatternCase3(TestGridSampleTRTPatternBase):
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"""default:mode='nearest', padding_mode='border', align_corners=True"""
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def setUp(self):
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super().setUp()
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self.api_args.update({"mode": "nearest", "padding_mode": "border"})
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def test_trt_result(self):
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self.check_trt_result()
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class TestGridSampleTRTPatternCase4(TestGridSampleTRTPatternBase):
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"""default:mode='bilinear', padding_mode='border', align_corners=False"""
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def setUp(self):
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super().setUp()
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self.api_args.update(
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{
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"mode": "bilinear",
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"padding_mode": "border",
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"align_corner": False,
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},
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)
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def test_trt_result(self):
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self.check_trt_result()
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if __name__ == '__main__':
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unittest.main()
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