diff options
author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-08-20 15:41:10 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
commit | 37831168869ff0b9a97ea0e27edab9e73d0d1a19 (patch) | |
tree | 204cd5e1168ad258f2b35241f74fb81280813b1e /tests/benchmark/fixtures | |
parent | 6a90b69d2e0a2d3be8c88d65aa4ee228605344da (diff) | |
download | ComputeLibrary-37831168869ff0b9a97ea0e27edab9e73d0d1a19.tar.gz |
COMPMID-1474: Automatically generate DragonBench benchmarks
Change-Id: I428a11ed2242a8fa992a2cebb4168a5e13e2f1e3
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144877
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/benchmark/fixtures')
-rw-r--r-- | tests/benchmark/fixtures/DragonBenchFixture.h | 118 |
1 files changed, 118 insertions, 0 deletions
diff --git a/tests/benchmark/fixtures/DragonBenchFixture.h b/tests/benchmark/fixtures/DragonBenchFixture.h new file mode 100644 index 0000000000..b9b3a180ac --- /dev/null +++ b/tests/benchmark/fixtures/DragonBenchFixture.h @@ -0,0 +1,118 @@ +/* + * Copyright (c) 2018 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. + */ +//FIXME / INTERNAL_ONLY: This file should not be released! +#ifndef ARM_COMPUTE_TEST_DRAGONBENCH_FIXTURE +#define ARM_COMPUTE_TEST_DRAGONBENCH_FIXTURE + +#include "arm_compute/core/Error.h" +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/Globals.h" +#include "tests/Utils.h" +#include "tests/framework/Fixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace benchmark +{ +/** Fixture that can be used for NEON and CL */ +template <typename TensorType, typename Function, typename Accessor, typename Conv2DConfig> +class DragonBenchConv2DFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(Conv2DConfig config, DataType data_type, DataLayout data_layout, bool has_bias) + { + // Set tensor shapes in NCHW layout + TensorShape src_shape(config.dim_in_w, config.dim_in_h, config.ch_in, config.ibatch); + TensorShape weights_shape(config.kern_w, config.kern_h, config.ch_in, config.ch_out); + TensorShape biases_shape(config.ch_out); + TensorShape dst_shape(config.dim_out_w, config.dim_out_h, config.ch_out, config.ibatch); + + // Set convolution layer info + PadStrideInfo info(config.stride_w, config.stride_h, 0, 0); + if(config.padding) + { + info = calculate_same_pad(src_shape, weights_shape, info); + } + + // Permute shapes in case of NHWC + if(data_layout == DataLayout::NHWC) + { + permute(src_shape, PermutationVector(2U, 0U, 1U)); + permute(weights_shape, PermutationVector(2U, 0U, 1U)); + permute(dst_shape, PermutationVector(2U, 0U, 1U)); + } + + // Determine bias data type + DataType bias_data_type = is_data_type_quantized_asymmetric(data_type) ? DataType::S32 : data_type; + + // Create tensors + src = create_tensor<TensorType>(src_shape, data_type, 1, QuantizationInfo(), data_layout); + weights = create_tensor<TensorType>(weights_shape, data_type, 1, QuantizationInfo(), data_layout); + biases = create_tensor<TensorType>(biases_shape, bias_data_type, 1, QuantizationInfo(), data_layout); + dst = create_tensor<TensorType>(dst_shape, data_type, 1, QuantizationInfo(), data_layout); + + // Create and configure function + conv_layer.configure(&src, &weights, has_bias ? &biases : nullptr, &dst, info); + + // Allocate tensors + src.allocator()->allocate(); + weights.allocator()->allocate(); + biases.allocator()->allocate(); + dst.allocator()->allocate(); + } + + void run() + { + conv_layer.run(); + } + + void sync() + { + sync_if_necessary<TensorType>(); + sync_tensor_if_necessary<TensorType>(dst); + } + + void teardown() + { + src.allocator()->free(); + weights.allocator()->free(); + biases.allocator()->free(); + dst.allocator()->free(); + } + +private: + TensorType src{}; + TensorType weights{}; + TensorType biases{}; + TensorType dst{}; + Function conv_layer{}; +}; +} // namespace benchmark +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_DRAGONBENCH_FIXTURE */ |