wehub-resource-sync
150 lines
4.6 KiB
Python
150 lines
4.6 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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from contextlib import contextmanager
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import paddle
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paddle.enable_static()
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@contextmanager
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def program_scope_guard():
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place = paddle.framework.core.Place()
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place.set_place(paddle.CPUPlace())
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new_scope = paddle.static.Scope()
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main_program = paddle.static.Program()
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with (
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paddle.static.scope_guard(new_scope),
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paddle.static.program_guard(main_program),
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):
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yield main_program
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def walk_block(block, fn):
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for op in block.ops:
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fn(op)
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for subblock in op.blocks():
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walk_block(subblock, fn)
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def count_op(program, op_name):
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count = 0
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def count_fn(op):
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nonlocal count
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if op.name() == op_name:
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count += 1
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walk_block(program.global_block(), count_fn)
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return count
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class AssertOpCountEqualMixin:
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def assert_op_count_equal(self, program, op_count_map):
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for op_name, expected_count in op_count_map.items():
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actual_count = count_op(program, op_name)
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self.assertEqual(
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actual_count,
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expected_count,
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msg=f"Expect program has {expected_count} {op_name}, but got {actual_count} {op_name}",
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)
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def apply_delete_assert_op_pass(program):
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pm = paddle.pir.PassManager(2)
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pm.add_pass("delete_assert_op_pass", {})
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pm.run(program)
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class TestDeleteAssertOpBasic(unittest.TestCase, AssertOpCountEqualMixin):
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def test_basic(self):
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with program_scope_guard() as main_program:
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# Inputs
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x1 = paddle.static.data("x1", [2, 2], dtype="float32")
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x2 = paddle.static.data("x2", [2, 2], dtype="float32")
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# Computation
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cond = x1 == x2
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data = [x1, x2]
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summarize = 2
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paddle.static.nn.control_flow.Assert(cond, data, summarize)
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# ApplyPass
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 1, "builtin.combine": 1}
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)
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apply_delete_assert_op_pass(main_program)
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 0, "builtin.combine": 0}
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)
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def test_basic2(self):
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with program_scope_guard() as main_program:
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# Inputs
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x = paddle.static.data("x1", [], dtype="bool")
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# Computation
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cond = x
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data = []
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summarize = 0
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paddle.static.nn.control_flow.Assert(cond, data, summarize)
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 1, "builtin.combine": 1}
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)
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apply_delete_assert_op_pass(main_program)
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 0, "builtin.combine": 0}
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)
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class TestDeleteAssertOpSubBlock(unittest.TestCase, AssertOpCountEqualMixin):
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def test_subblock(self):
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with program_scope_guard() as main_program:
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# Inputs
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x1 = paddle.static.data("x1", [2, 2], dtype="int32")
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x2 = paddle.static.data("x2", [2, 2], dtype="int32")
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cond = paddle.static.data("cond", [], dtype="bool")
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loop_var = paddle.static.data("i", [], dtype="int32")
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def computation(x1, x2):
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paddle.static.nn.control_flow.Assert(cond, [], 0)
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# Assert in global block
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computation(x1, x2)
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# Assert in subblock
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def loop_body(loop_var):
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computation(x1, x2)
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return [loop_var + 1]
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def get_cond(loop_var):
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return cond
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paddle.static.nn.while_loop(get_cond, loop_body, [loop_var])
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 2, "builtin.combine": 2}
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)
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apply_delete_assert_op_pass(main_program)
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self.assert_op_count_equal(
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main_program, {"pd_op.assert": 0, "builtin.combine": 0}
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)
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if __name__ == "__main__":
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unittest.main()
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