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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-07-21 17:19:58 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 14:16:42 +0100
commitf6ad98a95cc4a638e133538ae682185032c16201 (patch)
tree7940632c316c141bc0bb2557578b09f86ca7ca73 /tests/validation/CL/SoftmaxLayer.cpp
parentf5d76f28b51e93447273d1f7fa7512b3e0a54166 (diff)
downloadComputeLibrary-f6ad98a95cc4a638e133538ae682185032c16201.tar.gz
COMPMID-415: Move SoftmaxLayer to new validation
Change-Id: I68bb359021256e67892e4fc00d436f9027a3bd07 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80942 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/validation/CL/SoftmaxLayer.cpp')
-rw-r--r--tests/validation/CL/SoftmaxLayer.cpp226
1 files changed, 0 insertions, 226 deletions
diff --git a/tests/validation/CL/SoftmaxLayer.cpp b/tests/validation/CL/SoftmaxLayer.cpp
deleted file mode 100644
index 5e03785231..0000000000
--- a/tests/validation/CL/SoftmaxLayer.cpp
+++ /dev/null
@@ -1,226 +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 "Globals.h"
-#include "PaddingCalculator.h"
-#include "TypePrinter.h"
-#include "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/CLTensor.h"
-#include "arm_compute/runtime/CL/CLTensorAllocator.h"
-#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.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 = 0.000001f; /** Tolerance for float operations */
-const float tolerance_qs8 = 2.f; /** Tolerance for QS8 fixed point operations */
-const float tolerance_qs16 = 2.f; /** Tolerance for QS16 fixed point operations */
-
-/** Compute OpenCL softmax layer function.
- *
- * @param[in] shape Shape of the input and output tensors.
- * @param[in] dt Shape Data type of tensors.
- * @param[in] fixed_point_position (Optional) Number of bits for the fractional part of fixed point numbers.
- *
- * @return Computed output tensor.
- */
-CLTensor compute_softmax_layer(const TensorShape &shape, DataType dt, int fixed_point_position = 0)
-{
- // Create tensors
- CLTensor src = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position);
-
- // Create and configure function
- CLSoftmaxLayer smx_layer;
- smx_layer.configure(&src, &dst);
-
- // Allocate tensors
- src.allocator()->allocate();
- dst.allocator()->allocate();
-
- BOOST_TEST(!src.info()->is_resizable());
- BOOST_TEST(!dst.info()->is_resizable());
-
- // Fill tensors
- if(arm_compute::is_data_type_float(dt))
- {
- std::uniform_real_distribution<> distribution(-1000.f, 1000.f);
- library->fill(CLAccessor(src), distribution, 0);
- }
- else
- {
- int one_fixed = 1 << fixed_point_position;
- std::uniform_int_distribution<> distribution(-one_fixed, one_fixed);
- library->fill(CLAccessor(src), distribution, 0);
- }
-
- // Compute function
- smx_layer.run();
-
- return dst;
-}
-} // namespace
-
-#ifndef DOXYGEN_SKIP_THIS
-BOOST_AUTO_TEST_SUITE(CL)
-BOOST_AUTO_TEST_SUITE(SoftmaxLayer)
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * CNNDataTypes(), shape, dt)
-{
- // Set fixed point position data type allowed
- int fixed_point_position = (arm_compute::is_data_type_fixed_point(dt)) ? 3 : 0;
-
- // Create tensors
- CLTensor src = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(shape, dt, 1, fixed_point_position);
-
- BOOST_TEST(src.info()->is_resizable());
- BOOST_TEST(dst.info()->is_resizable());
-
- // Create and configure function
- CLSoftmaxLayer smx_layer;
- smx_layer.configure(&src, &dst);
-
- // Validate valid region
- const ValidRegion valid_region = shape_to_valid_region(shape);
- validate(src.info()->valid_region(), valid_region);
- validate(dst.info()->valid_region(), valid_region);
-
- // Validate padding
- const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding();
- validate(src.info()->padding(), padding);
- validate(dst.info()->padding(), padding);
-}
-
-BOOST_AUTO_TEST_SUITE(Float)
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
-BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * CNNFloatDataTypes(), shape, dt)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, dt);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, dt);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * CNNFloatDataTypes(), shape, dt)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, dt);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, dt);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance);
-}
-BOOST_AUTO_TEST_SUITE_END()
-
-BOOST_AUTO_TEST_SUITE(Quantized)
-BOOST_AUTO_TEST_SUITE(QS8)
-// Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
-BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::xrange(1, 6),
- shape, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, DataType::QS8, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS8, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_qs8);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::xrange(1, 6),
- shape, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, DataType::QS8, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS8, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_qs8);
-}
-BOOST_AUTO_TEST_SUITE_END()
-
-BOOST_AUTO_TEST_SUITE(QS16)
-// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
-BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::xrange(1, 14),
- shape, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, DataType::QS16, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS16, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_qs16);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::xrange(1, 14),
- shape, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_softmax_layer(shape, DataType::QS16, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS16, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_qs16);
-}
-BOOST_AUTO_TEST_SUITE_END()
-BOOST_AUTO_TEST_SUITE_END()
-
-BOOST_AUTO_TEST_SUITE_END()
-BOOST_AUTO_TEST_SUITE_END()
-#endif /* DOXYGEN_SKIP_THIS */