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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-08-09 11:45:15 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit69d3341e6903c1ea87c46e39d6d3e64b2a0d5b4e (patch)
treefcb9afb7b9c51614bde40c978aa0d50849d27168 /tests/validation/CL/FullyConnectedLayer.cpp
parent75af28e6936f084fdfa65add7631cd2cd2050b0c (diff)
downloadComputeLibrary-69d3341e6903c1ea87c46e39d6d3e64b2a0d5b4e.tar.gz
COMPMID-415: Move FullyConnectedLayer to new validation
Change-Id: I7f60d6fb484d3962b88874e1531cec734c11e416 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83556 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation/CL/FullyConnectedLayer.cpp')
-rw-r--r--tests/validation/CL/FullyConnectedLayer.cpp221
1 files changed, 0 insertions, 221 deletions
diff --git a/tests/validation/CL/FullyConnectedLayer.cpp b/tests/validation/CL/FullyConnectedLayer.cpp
deleted file mode 100644
index 21ea5a5064..0000000000
--- a/tests/validation/CL/FullyConnectedLayer.cpp
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@@ -1,221 +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 "CL/CLAccessor.h"
-#include "TypePrinter.h"
-#include "dataset/FullyConnectedLayerDataset.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/Error.h"
-#include "arm_compute/core/Helpers.h"
-#include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h"
-
-#include <random>
-
-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_fully_connected_layer(const TensorShape &input_shape, const TensorShape &weights_shape, const TensorShape &bias_shape, const TensorShape &output_shape, DataType dt,
- bool transpose_weights, int fixed_point_position)
-{
- // Create tensors
- CLTensor src = create_tensor<CLTensor>(input_shape, dt, 1, fixed_point_position);
- CLTensor bias = create_tensor<CLTensor>(bias_shape, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(output_shape, dt, 1, fixed_point_position);
-
- // Swap the first and second dimension of weights' shape if transpose_weights is true
- TensorShape ws = weights_shape;
- if(transpose_weights)
- {
- const size_t dimx = ws.x();
- ws.set(0, ws.y());
- ws.set(1, dimx);
- }
-
- CLTensor weights = create_tensor<CLTensor>(ws, dt, 1, fixed_point_position);
-
- // Create and configure function.
- // Note: We pass the weights already transposed
- CLFullyConnectedLayer fc;
- fc.configure(&src, &weights, &bias, &dst, false);
-
- // Allocate tensors
- src.allocator()->allocate();
- weights.allocator()->allocate();
- bias.allocator()->allocate();
- dst.allocator()->allocate();
-
- BOOST_TEST(!src.info()->is_resizable());
- BOOST_TEST(!weights.info()->is_resizable());
- BOOST_TEST(!bias.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(src), distribution, 0);
- library->fill(CLAccessor(weights), distribution, 1);
- library->fill(CLAccessor(bias), distribution, 2);
- }
- else
- {
- library->fill_tensor_uniform(CLAccessor(src), 0);
- library->fill_tensor_uniform(CLAccessor(weights), 1);
- library->fill_tensor_uniform(CLAccessor(bias), 2);
- }
-
- // Compute NEFullyConnectedLayer function
- fc.run();
-
- return dst;
-}
-} // namespace
-
-#ifndef DOXYGEN_SKIP_THIS
-BOOST_AUTO_TEST_SUITE(CL)
-BOOST_AUTO_TEST_SUITE(FullyConnectedLayer)
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(Configuration,
- SmallFullyConnectedLayerDataset() * boost::unit_test::data::make({ DataType::F32, DataType::QS8, DataType::QS16 }),
- fc_set, dt)
-{
- // Set fixed point position data type allowed
- int fixed_point_position = (dt == DataType::F32) ? 0 : 3;
-
- // Create tensors
- CLTensor src = create_tensor<CLTensor>(fc_set.src_shape, dt, 1, fixed_point_position);
- CLTensor bias = create_tensor<CLTensor>(fc_set.bias_shape, dt, 1, fixed_point_position);
- CLTensor dst = create_tensor<CLTensor>(fc_set.dst_shape, dt, 1, fixed_point_position);
-
- // Swap the first and second dimension of weights' shape if transpose_weights is true
- TensorShape ws = fc_set.weights_shape;
- if(fc_set.transpose_weights)
- {
- const size_t dimx = ws.x();
- ws.set(0, ws.y());
- ws.set(1, dimx);
- }
-
- CLTensor weights = create_tensor<CLTensor>(ws, dt, 1, fixed_point_position);
-
- BOOST_TEST(src.info()->is_resizable());
- BOOST_TEST(weights.info()->is_resizable());
- BOOST_TEST(bias.info()->is_resizable());
- BOOST_TEST(dst.info()->is_resizable());
-
- // Create and configure function.
- // Note: We pass the weights already transposed
- CLFullyConnectedLayer fc;
- fc.configure(&src, &weights, &bias, &dst, false);
-
- // Validate valid region
- const ValidRegion src_valid_region = shape_to_valid_region(fc_set.src_shape);
- const ValidRegion weights_valid_region = shape_to_valid_region(ws);
- const ValidRegion bias_valid_region = shape_to_valid_region(fc_set.bias_shape);
- const ValidRegion dst_valid_region = shape_to_valid_region(fc_set.dst_shape);
-
- validate(src.info()->valid_region(), src_valid_region);
- validate(weights.info()->valid_region(), weights_valid_region);
- validate(bias.info()->valid_region(), bias_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(RunSmall,
- SmallFullyConnectedLayerDataset() * boost::unit_test::data::make({ DataType::F32 }),
- fc_set, dt)
-{
- // Compute function
- CLTensor dst = compute_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, 0);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, 0);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_f32);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(RunLarge,
- LargeFullyConnectedLayerDataset() * boost::unit_test::data::make({ DataType::F32 }),
- fc_set, dt)
-{
- // Compute function
- CLTensor dst = compute_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, 0);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, 0);
-
- // 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(RunSmall,
- SmallFullyConnectedLayerDataset() * boost::unit_test::data::make({ DataType::QS8, DataType::QS16 }) * boost::unit_test::data::xrange(4, 7),
- fc_set, dt, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, fixed_point_position);
-
- // Validate output
- validate(CLAccessor(dst), ref_dst, tolerance_q);
-}
-
-BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
-BOOST_DATA_TEST_CASE(RunLarge,
- LargeFullyConnectedLayerDataset() * boost::unit_test::data::make({ DataType::QS8, DataType::QS16 }) * boost::unit_test::data::xrange(4, 7),
- fc_set, dt, fixed_point_position)
-{
- // Compute function
- CLTensor dst = compute_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, fixed_point_position);
-
- // Compute reference
- RawTensor ref_dst = Reference::compute_reference_fully_connected_layer(fc_set.src_shape, fc_set.weights_shape, fc_set.bias_shape, fc_set.dst_shape, dt, fc_set.transpose_weights, 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