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tests(auto-inline): Improve the detection of Auto-Inline (#1295)
* tests(auto-inline): Check whether the Auto-inline is correct * tests(auto-inline): Modify some names * tests(auto-inline): format code * tests(auto-inline): fix code according to review * tests(auto-inline): fix some code * tests(auto-inline): Fix the code to match the merge * tests(auto-inline): format code
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| // Copyright (c) 2023 CINN Authors. All Rights Reserved. | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // http://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
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| #pragma once | ||
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| #include "tests/program_builder.h" | ||
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| namespace cinn { | ||
| namespace tests { | ||
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| /* | ||
| * Add --* Multiply --* Add --* Relu | ||
| */ | ||
| class BiasBnReLUBuilder : public ProgramBuilder { | ||
| public: | ||
| BiasBnReLUBuilder() : ProgramBuilder("bias_bn_relu_builder") {} | ||
| frontend::Program Build(const std::vector<VariableInfo>& inputs_varinfo, const utils::AttributeMap& attrs = {}) { | ||
| CHECK(inputs_varinfo.size() == 4); | ||
| auto conv_output = builder_.CreateInput(inputs_varinfo[0].type, inputs_varinfo[0].shape, inputs_varinfo[0].id); | ||
| auto bias = builder_.CreateInput(inputs_varinfo[1].type, inputs_varinfo[1].shape, inputs_varinfo[1].id); | ||
| auto bn_scale = builder_.CreateInput(inputs_varinfo[2].type, inputs_varinfo[2].shape, inputs_varinfo[2].id); | ||
| auto bn_offset = builder_.CreateInput(inputs_varinfo[3].type, inputs_varinfo[3].shape, inputs_varinfo[3].id); | ||
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| auto bias_add = builder_.Add(conv_output, bias); | ||
| auto bn_mul = builder_.Multiply(bias_add, bn_scale); | ||
| auto bn_add = builder_.Add(bn_mul, bn_offset); | ||
| builder_.Relu(bn_add); | ||
| return builder_.Build(); | ||
| } | ||
| }; | ||
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| /* | ||
| * Exp --* Add | ||
| * \ | ||
| * --* Multiply | ||
| */ | ||
| class ExpTwoConsumersOpBuilder : public ProgramBuilder { | ||
| public: | ||
| ExpTwoConsumersOpBuilder() : ProgramBuilder("exp_two_consumers_builder") {} | ||
| frontend::Program Build(const std::vector<VariableInfo>& inputs_varinfo, const utils::AttributeMap& attrs = {}) { | ||
| CHECK(inputs_varinfo.size() == 1); | ||
| auto x = builder_.CreateInput(inputs_varinfo[0].type, inputs_varinfo[0].shape, inputs_varinfo[0].id); | ||
| auto exp_x = builder_.Exp(x); | ||
| auto add_x = builder_.Add(exp_x, x); | ||
| auto mul_1 = builder_.Multiply(exp_x, add_x); | ||
| return builder_.Build(); | ||
| } | ||
| }; | ||
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| /* | ||
| * Gather --* Add --* Subtract | ||
| * * | ||
| * / | ||
| * Gather | ||
| */ | ||
| class GatherAddSubBuilder : public ProgramBuilder { | ||
| public: | ||
| GatherAddSubBuilder() : ProgramBuilder("gather_add_sub_builder") {} | ||
| frontend::Program Build(const std::vector<VariableInfo>& inputs_varinfo, const utils::AttributeMap& attrs = {}) { | ||
| CHECK(inputs_varinfo.size() == 2); | ||
| auto x = builder_.CreateInput(inputs_varinfo[0].type, inputs_varinfo[0].shape, inputs_varinfo[0].id); | ||
| auto y = builder_.CreateInput(inputs_varinfo[1].type, inputs_varinfo[1].shape, inputs_varinfo[1].id); | ||
| auto input_x_shape = inputs_varinfo[0].shape; | ||
| auto where_x_0 = builder_.Gather(x, builder_.FillConstant({input_x_shape[0]}, 0, "constant_idx_first")); | ||
| auto where_x_last = | ||
| builder_.Gather(x, builder_.FillConstant({input_x_shape[0]}, input_x_shape[0] - 1, "constant_idx_last")); | ||
| auto add_1 = builder_.Add(where_x_0, y); | ||
| builder_.Subtract(where_x_last, add_1); | ||
| return builder_.Build(); | ||
| } | ||
| }; | ||
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| /* | ||
| * FillConstant --* Add | ||
| */ | ||
| class FillConstantAddBuilder : public ProgramBuilder { | ||
| public: | ||
| FillConstantAddBuilder() : ProgramBuilder("fill_constant_add_builder") {} | ||
| frontend::Program Build(const std::vector<VariableInfo>& inputs_varinfo, const utils::AttributeMap& attrs = {}) { | ||
| CHECK(inputs_varinfo.size() == 1); | ||
| auto x = builder_.CreateInput(inputs_varinfo[0].type, inputs_varinfo[0].shape, inputs_varinfo[0].id); | ||
| auto fill_constant = builder_.FillConstant(inputs_varinfo[0].shape, 1.0f, "fill_constant"); | ||
| builder_.Add(x, fill_constant); | ||
| return builder_.Build(); | ||
| } | ||
| }; | ||
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| } // namespace tests | ||
| } // namespace cinn |