wehub-resource-sync
105 lines
3.4 KiB
Python
105 lines
3.4 KiB
Python
# Copyright (c) 2018 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 sys
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import unittest
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sys.path.append("../../legacy_test")
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from test_conv3d_transpose_op import (
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TestConv3DTransposeOp,
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create_test_cudnn_bf16_class,
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create_test_cudnn_fp16_class,
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)
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class TestWithSymmetricPad_NHWC(TestConv3DTransposeOp):
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def init_test_case(self):
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self.pad = [1, 1, 1]
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self.stride = [1, 1, 1]
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self.dilations = [1, 1, 1]
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self.groups = 1
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self.input_size = [2, 5, 5, 5, 3] # NDHWC
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f_c = self.input_size[-1]
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self.filter_size = [f_c, 6, 3, 3, 3]
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self.data_format = 'NHWC'
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class TestWithAsymmetricPad_NHWC(TestConv3DTransposeOp):
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def init_test_case(self):
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self.pad = [1, 0, 1, 0, 1, 2]
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self.stride = [1, 1, 1]
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self.dilations = [1, 1, 1]
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self.groups = 1
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self.input_size = [2, 5, 5, 5, 3] # NDHWC
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f_c = self.input_size[-1]
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self.filter_size = [f_c, 6, 3, 3, 3]
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self.data_format = 'NHWC'
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class TestWithGroups_NHWC(TestConv3DTransposeOp):
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def init_test_case(self):
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self.check_no_filter = True
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self.pad = [1, 1, 1]
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self.stride = [1, 1, 1]
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self.dilations = [1, 1, 1]
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self.groups = 2
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self.input_size = [2, 5, 5, 5, 4] # NDHWC
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f_c = self.input_size[-1]
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self.filter_size = [f_c, 3, 3, 3, 3]
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self.data_format = 'NHWC'
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class TestWithStride_NHWC(TestConv3DTransposeOp):
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def init_test_case(self):
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self.pad = [1, 1, 1]
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self.stride = [2, 2, 2]
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self.dilations = [1, 1, 1]
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self.groups = 1
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self.input_size = [2, 5, 5, 5, 3] # NCDHW
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f_c = self.input_size[-1]
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self.filter_size = [f_c, 6, 3, 3, 3]
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self.data_format = 'NHWC'
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class TestWithDilation_NHWC(TestConv3DTransposeOp):
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def init_test_case(self):
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self.check_no_input = True
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self.pad = [1, 1, 1]
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self.stride = [1, 1, 1]
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self.dilations = [2, 2, 2]
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self.groups = 1
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self.input_size = [2, 5, 5, 5, 3] # NCDHW
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f_c = self.input_size[-1]
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self.filter_size = [f_c, 6, 3, 3, 3]
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self.data_format = 'NHWC'
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# ----------------Conv3DTransposeCUDNN fp16----------------
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create_test_cudnn_fp16_class(TestWithSymmetricPad_NHWC)
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create_test_cudnn_fp16_class(TestWithAsymmetricPad_NHWC)
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create_test_cudnn_fp16_class(TestWithGroups_NHWC)
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create_test_cudnn_fp16_class(TestWithStride_NHWC)
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create_test_cudnn_fp16_class(TestWithDilation_NHWC)
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# ----------------Conv3DTransposeCUDNN bf16----------------
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create_test_cudnn_bf16_class(TestWithSymmetricPad_NHWC)
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create_test_cudnn_bf16_class(TestWithAsymmetricPad_NHWC)
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create_test_cudnn_bf16_class(TestWithGroups_NHWC)
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create_test_cudnn_bf16_class(TestWithStride_NHWC)
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create_test_cudnn_bf16_class(TestWithDilation_NHWC)
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if __name__ == '__main__':
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unittest.main()
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