From 5a7e776eee2e9147eab12631f5717847fb6cac5c Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Fri, 1 Dec 2017 16:27:29 +0000 Subject: COMPMID-556: Rename CPP folder to reference Change-Id: I147644349547c4e3804a80b564a9ad95131ad2d0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111560 Reviewed-by: Michalis Spyrou Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com --- tests/validation/CPP/SoftmaxLayer.cpp | 134 ---------------------------------- 1 file changed, 134 deletions(-) delete mode 100644 tests/validation/CPP/SoftmaxLayer.cpp (limited to 'tests/validation/CPP/SoftmaxLayer.cpp') diff --git a/tests/validation/CPP/SoftmaxLayer.cpp b/tests/validation/CPP/SoftmaxLayer.cpp deleted file mode 100644 index 8e8cc1bd25..0000000000 --- a/tests/validation/CPP/SoftmaxLayer.cpp +++ /dev/null @@ -1,134 +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 "SoftmaxLayer.h" - -#include "arm_compute/core/Types.h" -#include "tests/validation/FixedPoint.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace reference -{ -template ::value, int>::type> -SimpleTensor softmax_layer(const SimpleTensor &src) -{ - // Create reference - SimpleTensor dst{ src.shape(), src.data_type(), 1, src.fixed_point_position() }; - - // Compute reference - const int cols = src.shape()[0]; - const int upper_dims = src.num_elements() / cols; - - for(int r = 0; r < upper_dims; ++r) - { - const T *src_row_ptr = src.data() + r * cols; - T *dst_row_ptr = dst.data() + r * cols; - - // Find max - const T max = *std::max_element(src_row_ptr, src_row_ptr + cols); - - // Regularize - T sum(0.f); - std::transform(src_row_ptr, src_row_ptr + cols, dst_row_ptr, [&sum, max](T val) - { - const T res(std::exp(val - max)); - sum += res; - return res; - }); - - // Normalize - std::transform(dst_row_ptr, dst_row_ptr + cols, dst_row_ptr, [sum](T val) - { - return val / sum; - }); - } - - return dst; -} - -template ::value, int>::type> -SimpleTensor softmax_layer(const SimpleTensor &src) -{ - using namespace fixed_point_arithmetic; - - // Create reference - SimpleTensor dst{ src.shape(), src.data_type(), 1, src.fixed_point_position() }; - - // Compute reference - const int cols = src.shape()[0]; - const int upper_dims = src.num_elements() / cols; - - for(int r = 0; r < upper_dims; ++r) - { - const T *src_row_ptr = src.data() + r * cols; - T *dst_row_ptr = dst.data() + r * cols; - - // Find max - const fixed_point max(*std::max_element(src_row_ptr, src_row_ptr + cols), src.fixed_point_position(), true); - - // Regularize - using promoted_type = fixed_point_arithmetic::traits::promote_t; - fixed_point sum(0, src.fixed_point_position(), true); - std::transform(src_row_ptr, src_row_ptr + cols, dst_row_ptr, [&](T val) - { - const fixed_point res = exp(fixed_point(val, src.fixed_point_position(), true) - max); - sum = add(sum, fixed_point(res.raw(), src.fixed_point_position(), true)); - return res.raw(); - }); - - // Normalize - fixed_point saturated_sum(sum); - std::transform(dst_row_ptr, dst_row_ptr + cols, dst_row_ptr, [&](T val) - { - return div(fixed_point(val, src.fixed_point_position(), true), saturated_sum).raw(); - }); - } - - return dst; -} - -template <> -SimpleTensor softmax_layer(const SimpleTensor &src) -{ - // Note: Output quantization info should always have scale = 1/256 and offset = 0 - const QuantizationInfo output_quantization_info = QuantizationInfo(1.f / 256, 0); - - SimpleTensor src_tmp = convert_from_asymmetric(src); - SimpleTensor dst_tmp = softmax_layer(src_tmp); - SimpleTensor dst = convert_to_asymmetric(dst_tmp, output_quantization_info); - return dst; -} - -template SimpleTensor softmax_layer(const SimpleTensor &src); -template SimpleTensor softmax_layer(const SimpleTensor &src); -template SimpleTensor softmax_layer(const SimpleTensor &src); -template SimpleTensor softmax_layer(const SimpleTensor &src); -} // namespace reference -} // namespace validation -} // namespace test -} // namespace arm_compute -- cgit v1.2.1