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* Separate layouts into separate entities for input, weight, and output tensors. * Add test for handling bias tensor layouts. * Use instance string in builder tests. * Add handling of output bias data types and layouts. * Generalize handling of the elementwise ops. * Test fix. * Create builder for layouts. * Layout builder improvements. * Improve layout builder. * Simplify bias layout handling. * Code clean-up. * Move layout utils into separate file. * Remove hard-coded layout combinations. * Small code clean-up. * Move data type utils into a separate file. * Add data types, layouts, and elementwise ops per conv tensor. * Builder bug fixes after refactoring. * Working baseline. * Make signature definition look nice in the test code. * Move TensorConfig into test implementations. * Fix all fwd conv builder tests. * Fix conv traits and descriptors tests. * More factory assets under a separate directory. * Fix building conv traits. * Fix clang-format. * Add Readme doc to describe the design. * Add link to main Readme. Fix links in the builder design doc. * Clean-up data type/layout/elementwise op conversions. * Switch from dimension and tensor type specific layouts to a flat list of tensor layouts. * Fix clang-formatting. * Fix clang-format for test code. * Simplify fwd conv signature definitions in the test code. * Remove accidental edits. * Fix comment string. * Fix instance factory after rebase. * Fix tests after rebase. * Unify layout handling. * Add more conv layout unit tests. * Clang-format. * Fix merge conflicts. * Improve elementwise op handling. --------- Co-authored-by: Ville Pietilä <>
46 lines
1.4 KiB
C++
46 lines
1.4 KiB
C++
// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#include <gtest/gtest.h>
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#include <type_traits>
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#include "ck_tile/builder/factory/helpers/conv_elementwise_op.hpp"
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namespace {
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using ::ck_tile::builder::ElementwiseOperation;
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using ::ck_tile::builder::factory::internal::ElementwiseOpToCK;
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TEST(ConvElementwiseOp, AssignsOpsForPassThrough)
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{
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using Op = ElementwiseOpToCK<ElementwiseOperation::PASS_THROUGH>::Op;
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EXPECT_TRUE((std::is_same_v<Op, ck::tensor_operation::element_wise::PassThrough>));
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}
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TEST(ConvElementwiseOp, AssignsOpsForScale)
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{
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using Op = ElementwiseOpToCK<ElementwiseOperation::SCALE>::Op;
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EXPECT_TRUE((std::is_same_v<Op, ck::tensor_operation::element_wise::Scale>));
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}
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TEST(ConvElementwiseOp, AssignsOpsForClamp)
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{
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using Op = ElementwiseOpToCK<ElementwiseOperation::CLAMP>::Op;
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EXPECT_TRUE((std::is_same_v<Op, ck::tensor_operation::element_wise::Clamp>));
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}
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TEST(ConvElementwiseOp, AssignsOpsForScaleAddScaleAddRelu)
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{
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using Op = ElementwiseOpToCK<ElementwiseOperation::SCALEADD_SCALEADD_RELU>::Op;
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EXPECT_TRUE((std::is_same_v<Op, ck::tensor_operation::element_wise::ScaleAddScaleAddRelu>));
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}
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TEST(ConvElementwiseOp, AssignsOpsForBiasNormClamp)
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{
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using Op = ElementwiseOpToCK<ElementwiseOperation::BIAS_BNORM_CLAMP>::Op;
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EXPECT_TRUE(
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(std::is_same_v<Op, ck::tensor_operation::element_wise::BiasNormalizeInInferClamp>));
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}
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} // namespace
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