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-rw-r--r--tests/validation/CL/GEMMMatrixMultiplyReshapedOnlyRhsMMUL.cpp232
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diff --git a/tests/validation/CL/GEMMMatrixMultiplyReshapedOnlyRhsMMUL.cpp b/tests/validation/CL/GEMMMatrixMultiplyReshapedOnlyRhsMMUL.cpp
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+++ b/tests/validation/CL/GEMMMatrixMultiplyReshapedOnlyRhsMMUL.cpp
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+/*
+ * Copyright (c) 2022 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+#include "src/gpu/cl/kernels/ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel.h"
+#include "src/gpu/cl/kernels/ClGemmReshapeRhsMatrixKernel.h"
+#include "tests/CL/CLAccessor.h"
+#include "tests/CL/Helper.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "tests/validation/Validation.h"
+#include "tests/validation/fixtures/GEMMFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+using namespace arm_compute::opencl::kernels;
+
+// Create function for ClGemmReshapeRhsMatrixKernel
+using CLGEMMReshapeRHSMatrix = CLSynthetizeOperator<ClGemmReshapeRhsMatrixKernel>;
+
+// Create function for ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel
+using CLGEMMMatrixMultiplyReshapedOnlyRhsMMUL = CLSynthetizeOperator<ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel>;
+
+// Fixture for CLGEMMMatrixMultiplyReshapedOnlyRhsMMUL
+template <typename T>
+using CLGEMMMatrixMultiplyReshapedOnlyRhsMMULFixture = GEMMMatrixMultiplyReshapedOnlyRhsMMULValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshapedOnlyRhsMMUL>;
+
+namespace
+{
+// *INDENT-OFF*
+// clang-format off
+RelativeTolerance<float> rel_tolerance_f32(0.001f);
+constexpr float abs_tolerance_f32(0.0001f);
+RelativeTolerance<half_float::half> rel_tolerance_f16(half_float::half(0.001f));
+constexpr float abs_tolerance_f16(0.3f);
+
+/** Alpha values to test - Precommit */
+const auto a_values = framework::dataset::make("alpha", {1.0f, 0.75f} );
+
+/** Beta values to test - Precommit */
+const auto beta_values = framework::dataset::make("beta", {0.0f, -0.75f} );
+
+/** M values to test */
+const auto m_values = framework::dataset::make("M", {49});
+
+/** N values to test */
+const auto n_values = framework::dataset::make("N", {257});
+
+/** K values to test */
+/** The test case requires this to be multiple of 4*/
+const auto k_values = framework::dataset::make("K", {192});
+
+/** Batch size values to test */
+const auto b_values = framework::dataset::make("batch_size", {1, 2});
+
+/** Activation values to test */
+const auto act_values = framework::dataset::make("Activation",
+{
+ ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU),
+ ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::ELU),
+});
+
+/** M0 values to test - Precommit */
+const auto m0_values_precommit = framework::dataset::make("M0", { 1, 2, 4 });
+
+/** N0 values to test - Precommit */
+const auto n0_values_precommit = framework::dataset::make("N0", { 4, 8 });
+
+/** K0 values to test - Precommit */
+const auto k0_values_precommit = framework::dataset::make("K0", { 1 });
+
+/** Broadcast bias from vector to matrix */
+const auto broadcast_bias_values = framework::dataset::make("broadcast_bias", { false, true } );
+
+} // namespace
+
+TEST_SUITE(CL)
+TEST_SUITE(GEMMMatrixMultiplyReshapedOnlyRhsMMUL)
+TEST_SUITE(Float)
+TEST_SUITE(FP32)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedOnlyRhsMMULFixture<float>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
+ m_values,
+ n_values),
+ k_values),
+ b_values),
+ m0_values_precommit),
+ n0_values_precommit),
+ k0_values_precommit),
+ framework::dataset::make("ExportToCLImage", false)),
+ framework::dataset::make("DataType", DataType::F32)),
+ a_values),
+ beta_values),
+ broadcast_bias_values),
+ act_values))
+{
+ // Validate output
+ if(validate_result)
+ {
+ validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
+ }
+ else
+ {
+ ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
+ framework::ARM_COMPUTE_PRINT_INFO();
+ }
+}
+
+TEST_SUITE_END() // FP32
+
+TEST_SUITE(FP16)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedOnlyRhsMMULFixture<half>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
+ m_values,
+ n_values),
+ k_values),
+ b_values),
+ m0_values_precommit),
+ n0_values_precommit),
+ k0_values_precommit),
+ framework::dataset::make("ExportToCLImage", false)),
+ framework::dataset::make("DataType", DataType::F16)),
+ a_values),
+ beta_values),
+ broadcast_bias_values),
+ act_values))
+{
+ // Validate output
+ if(validate_result)
+ {
+ validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
+ }
+ else
+ {
+ ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
+ framework::ARM_COMPUTE_PRINT_INFO();
+ }
+}
+TEST_SUITE_END() // FP16
+
+TEST_SUITE(ExportToCLImage)
+TEST_SUITE(FP32)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedOnlyRhsMMULFixture<float>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
+ m_values,
+ n_values),
+ k_values),
+ b_values),
+ m0_values_precommit),
+ n0_values_precommit),
+ k0_values_precommit),
+ framework::dataset::make("ExportToCLImage", true)),
+ framework::dataset::make("DataType", DataType::F32)),
+ a_values),
+ beta_values),
+ broadcast_bias_values),
+ act_values))
+{
+ // Validate output
+ if(validate_result)
+ {
+ validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
+ }
+ else
+ {
+ ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
+ framework::ARM_COMPUTE_PRINT_INFO();
+ }
+}
+
+TEST_SUITE_END() // FP32
+
+TEST_SUITE(FP16)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedOnlyRhsMMULFixture<half>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
+ m_values,
+ n_values),
+ k_values),
+ b_values),
+ m0_values_precommit),
+ n0_values_precommit),
+ k0_values_precommit),
+ framework::dataset::make("ExportToCLImage", true)),
+ framework::dataset::make("DataType", DataType::F16)),
+ a_values),
+ beta_values),
+ broadcast_bias_values),
+ act_values))
+{
+ // Validate output
+ if(validate_result)
+ {
+ validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
+ }
+ else
+ {
+ ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
+ framework::ARM_COMPUTE_PRINT_INFO();
+ }
+}
+TEST_SUITE_END() // FP16
+TEST_SUITE_END() // ExportToCLImage
+TEST_SUITE_END() // Float
+TEST_SUITE_END() // GEMMMatrixMultiplyReshapedOnlyRhsMMUL
+TEST_SUITE_END() // CL
+} // namespace validation
+} // namespace test
+} // namespace arm_compute
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-05 12:53:22 +0000