wehub-resource-sync
83 lines
2.6 KiB
Python
83 lines
2.6 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 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 get_ir_program():
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paddle.enable_static()
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x = paddle.randn([4, 4])
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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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x_s = paddle.static.data('x', [4, 4], x.dtype)
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x_s.stop_gradient = False
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y_s = paddle.divide(x_s, x_s)
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y_s = paddle.add(x_s, y_s)
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y_s = paddle.mean(y_s)
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y_s = paddle.tanh(y_s)
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pir_program = main_program
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all_ops = pir_program.global_block().ops
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for op in all_ops:
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op.op_role = 1
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return pir_program
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class TestBuildOp(unittest.TestCase):
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def test_build_op(self):
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pir_program = get_ir_program()
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y = pir_program.global_block().ops[-2].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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self.assertEqual(
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op_name_list,
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[
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'pd_op.data',
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'pd_op.divide',
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'pd_op.add',
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'pd_op.full_int_array',
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'pd_op.full_int_array',
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'pd_op.sum',
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'pd_op.full',
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'pd_op.divide',
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'pd_op.tanh',
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],
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)
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op_role_list = [op.op_role for op in pir_program.global_block().ops]
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self.assertEqual(
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all(op_role == 1 for op_role in op_role_list), True
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)
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if __name__ == "__main__":
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unittest.main()
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