wehub-resource-sync
77 lines
2.7 KiB
Python
77 lines
2.7 KiB
Python
# Copyright (c) 2023 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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import paddle
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from paddle.decomposition import decompose
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from paddle.framework import core
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paddle.enable_static()
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def meshgrid_net(x1, x2, x3, x4):
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return paddle.meshgrid(x1, x2, x3, x4)
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class TestBuildOp(unittest.TestCase):
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def setUp(self):
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np.random.seed(2023)
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self.dtype = "float32"
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self.c_shape = [64]
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self.init_x_shape = [1, 64, 512, 1024]
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self.x1 = np.random.random(self.c_shape).astype(self.dtype)
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self.x2 = np.random.random(self.c_shape).astype(self.dtype)
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self.x3 = np.random.random(self.c_shape).astype(self.dtype)
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self.x4 = np.random.random(self.c_shape).astype(self.dtype)
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self.net = meshgrid_net
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def get_ir_program(self):
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paddle.enable_static()
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main_program, start_program = (
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paddle.static.Program(),
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paddle.static.Program(),
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)
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with paddle.static.program_guard(main_program, start_program):
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x1 = paddle.static.data('x1', self.c_shape, self.dtype)
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x2 = paddle.static.data('x2', self.c_shape, self.dtype)
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x3 = paddle.static.data('x3', self.c_shape, self.dtype)
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x4 = paddle.static.data('x4', self.c_shape, self.dtype)
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y = meshgrid_net(x1, x2, x3, x4)
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paddle.tanh(y[0])
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paddle.sin(y[1])
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paddle.cos(y[2])
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return main_program
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def test_build_op(self):
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pir_program = self.get_ir_program()
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y = pir_program.global_block().ops[-1].results()
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orig_shape = y[0].shape
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with paddle.pir_utils.IrGuard():
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core._set_prim_forward_enabled(True)
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y_new = decompose(pir_program, y)
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core._set_prim_forward_enabled(False)
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new_shape = y_new[0].shape
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assert orig_shape == new_shape, (
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f"Original shape {orig_shape} is not equal to new shape {new_shape}"
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)
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op_name_list = [op.name() for op in pir_program.global_block().ops]
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assert "pd_op.meshgrid" not in op_name_list
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if __name__ == "__main__":
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unittest.main()
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