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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-08-02 14:51:36 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 14:16:42 +0100
commit4dfc235367e602a366952a8495679e339d7a7263 (patch)
treee01c63ed0d63e81f33b00c414af68610d393c276 /tests/validation/CL/GEMM.cpp
parent218cc52ce6f0ebf052346650d1b2004e7201f348 (diff)
downloadComputeLibrary-4dfc235367e602a366952a8495679e339d7a7263.tar.gz
COMPMID-415: Move GEMM to new validation
Change-Id: Ie32f981c86fa1b01905d2776b0d0a0a47b228f0b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82538 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation/CL/GEMM.cpp')
-rw-r--r--tests/validation/CL/GEMM.cpp201
1 files changed, 0 insertions, 201 deletions
diff --git a/tests/validation/CL/GEMM.cpp b/tests/validation/CL/GEMM.cpp
deleted file mode 100644
index a39cdfd2e3..0000000000
--- a/tests/validation/CL/GEMM.cpp
+++ /dev/null
@@ -1,201 +0,0 @@
-/*
- * Copyright (c) 2017 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 "AssetsLibrary.h"
-#include "CL/CLAccessor.h"
-#include "TypePrinter.h"
-#include "dataset/GEMMDataset.h"
-#include "tests/Globals.h"
-#include "tests/Utils.h"
-#include "validation/Datasets.h"
-#include "validation/Reference.h"
-#include "validation/Validation.h"
-
-#include "arm_compute/core/Helpers.h"
-#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/CL/functions/CLGEMM.h"
-#include "arm_compute/runtime/Tensor.h"
-#include "arm_compute/runtime/TensorAllocator.h"
-
-#include "boost_wrapper.h"
-
-#include <random>
-#include <string>
-
-using namespace arm_compute;
-using namespace arm_compute::test;
-using namespace arm_compute::test::validation;
-
-namespace
-{
-const float tolerance_f32 = 1e-03f; /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */
-const float tolerance_q = 1.0f; /**< Tolerance value for comparing reference's output against implementation's output for fixed point data types */
-
-CLTensor compute_gemm(const TensorShape &src_shape1, const TensorShape &src_shape2, const TensorShape &src_shape3,
- const TensorShape &out_shape, float alpha, float beta, DataType dt, int fixed_point_position = 0)
-{
- // Create tensors
- CLTensor src1 = create_tensor<CLTensor>(src_shape1, dt, 1, fixed_point_position);
- CLTensor src2 = create_tensor<CLTensor>(src_shape2, dt, 1, fixed_point_position);
- CLTensor src3 = create_tensor<CLTensor>(src_shape3, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(out_shape, dt, 1, fixed_point_position);
-
- // Create and configure function
- CLGEMM gemm;
- gemm.configure(&src1, &src2, &src3, &dst, alpha, beta);
-
- // Allocate tensors
- src1.allocator()->allocate();
- src2.allocator()->allocate();
- src3.allocator()->allocate();
- dst.allocator()->allocate();
-
- BOOST_TEST(!src1.info()->is_resizable());
- BOOST_TEST(!src2.info()->is_resizable());
- BOOST_TEST(!src3.info()->is_resizable());
- BOOST_TEST(!dst.info()->is_resizable());
-
- // Fill tensors
- if(dt == DataType::F32)
- {
- std::uniform_real_distribution<> distribution(-1.0f, 1.0f);
- library->fill(CLAccessor(src1), distribution, 0);
- library->fill(CLAccessor(src2), distribution, 1);
- library->fill(CLAccessor(src3), distribution, 2);
- }
- else
- {
- library->fill_tensor_uniform(CLAccessor(src1), 0);
- library->fill_tensor_uniform(CLAccessor(src2), 1);
- library->fill_tensor_uniform(CLAccessor(src3), 2);
- }
-
- // Compute function
- gemm.run();
-
- return dst;
-}
-} // namespace
-
-#ifndef DOXYGEN_SKIP_THIS
-BOOST_AUTO_TEST_SUITE(CL)
-BOOST_AUTO_TEST_SUITE(GEMM)
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(Configuration,
- SmallGEMMDataset() * boost::unit_test::data::make({ DataType::F32, DataType::QS8, DataType::QS16 }),
- gemm_set, dt)
-{
- // Set fixed point position data type allowed
- int fixed_point_position = (dt == DataType::F32) ? 0 : 3;
-
- // Create tensors
- CLTensor src1 = create_tensor<CLTensor>(gemm_set.shape_a, dt, 1, fixed_point_position);
- CLTensor src2 = create_tensor<CLTensor>(gemm_set.shape_b, dt, 1, fixed_point_position);
- CLTensor src3 = create_tensor<CLTensor>(gemm_set.shape_c, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(gemm_set.shape_d, dt, 1, fixed_point_position);
-
- BOOST_TEST(src1.info()->is_resizable());
- BOOST_TEST(src2.info()->is_resizable());
- BOOST_TEST(src3.info()->is_resizable());
- BOOST_TEST(dst.info()->is_resizable());
-
- // Create and configure function
- CLGEMM gemm;
- gemm.configure(&src1, &src2, &src3, &dst, gemm_set.alpha, gemm_set.beta);
-
- // Validate valid region
- const ValidRegion src1_valid_region = shape_to_valid_region(gemm_set.shape_a);
- const ValidRegion src2_valid_region = shape_to_valid_region(gemm_set.shape_b);
- const ValidRegion src3_valid_region = shape_to_valid_region(gemm_set.shape_c);
- const ValidRegion dst_valid_region = shape_to_valid_region(gemm_set.shape_d);
-
- validate(src1.info()->valid_region(), src1_valid_region);
- validate(src2.info()->valid_region(), src2_valid_region);
- validate(src3.info()->valid_region(), src3_valid_region);
- validate(dst.info()->valid_region(), dst_valid_region);
-}
-
-BOOST_AUTO_TEST_SUITE(Float)
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
-BOOST_DATA_TEST_CASE(SmallGEMM, SmallGEMMDataset() * boost::unit_test::data::make(DataType::F32),
- gemm_set, dt)
-{
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt);
-
- // Compute function
- CLTensor dst = compute_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_f32);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(LargeGEMM, LargeGEMMDataset() * boost::unit_test::data::make(DataType::F32),
- gemm_set, dt)
-{
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt);
-
- // Compute function
- CLTensor dst = compute_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_f32);
-}
-BOOST_AUTO_TEST_SUITE_END()
-
-BOOST_AUTO_TEST_SUITE(Quantized)
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
-BOOST_DATA_TEST_CASE(SmallGEMM, SmallGEMMDataset() * boost::unit_test::data::make({ DataType::QS8, DataType::QS16 }) * boost::unit_test::data::xrange(4, 7),
- gemm_set, dt, fixed_point_position)
-{
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt, fixed_point_position);
-
- // Compute function
- CLTensor dst = compute_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_q);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(LargeGEMM, LargeGEMMDataset() * boost::unit_test::data::make({ DataType::QS8, DataType::QS16 }) * boost::unit_test::data::xrange(4, 7),
- gemm_set, dt, fixed_point_position)
-{
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt, fixed_point_position);
-
- // Compute function
- CLTensor dst = compute_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_q);
-}
-BOOST_AUTO_TEST_SUITE_END()
-
-BOOST_AUTO_TEST_SUITE_END()
-BOOST_AUTO_TEST_SUITE_END()
-#endif /* DOXYGEN_SKIP_THIS */