// Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #pragma once #include #include #include #include #include #include #include #include #include #include class PadMicrokernelTester { public: inline PadMicrokernelTester& rows(size_t rows) { assert(rows != 0); this->rows_ = rows; return *this; } inline size_t rows() const { return this->rows_; } inline PadMicrokernelTester& input_channels(size_t input_channels) { assert(input_channels != 0); this->input_channels_ = input_channels; return *this; } inline size_t input_channels() const { return this->input_channels_; } inline PadMicrokernelTester& pre_padding(size_t pre_padding) { this->pre_padding_ = pre_padding; return *this; } inline size_t pre_padding() const { return this->pre_padding_; } inline PadMicrokernelTester& post_padding(size_t post_padding) { this->post_padding_ = post_padding; return *this; } inline size_t post_padding() const { return this->post_padding_; } inline size_t output_channels() const { return pre_padding() + input_channels() + post_padding(); } inline PadMicrokernelTester& input_stride(size_t input_stride) { assert(input_stride != 0); this->input_stride_ = input_stride; return *this; } inline size_t input_stride() const { if (this->input_stride_ == 0) { return input_channels(); } else { assert(this->input_stride_ >= input_channels()); return this->input_stride_; } } inline PadMicrokernelTester& output_stride(size_t output_stride) { assert(output_stride != 0); this->output_stride_ = output_stride; return *this; } inline size_t output_stride() const { if (this->output_stride_ == 0) { return pre_padding() + input_channels() + post_padding(); } else { assert(this->output_stride_ >= pre_padding() + input_channels() + post_padding()); return this->output_stride_; } } inline PadMicrokernelTester& iterations(size_t iterations) { this->iterations_ = iterations; return *this; } inline size_t iterations() const { return this->iterations_; } void Test(xnn_x32_pad_ukernel_function pad) const { std::random_device random_device; auto rng = std::mt19937(random_device()); auto u32rng = std::bind(std::uniform_int_distribution(), rng); std::vector input(input_channels() + (rows() - 1) * input_stride() + XNN_EXTRA_BYTES / sizeof(uint32_t)); std::vector output((pre_padding() + input_channels() + post_padding()) + (rows() - 1) * output_stride()); std::vector output_ref(rows() * (pre_padding() + input_channels() + post_padding())); for (size_t iteration = 0; iteration < iterations(); iteration++) { std::generate(input.begin(), input.end(), std::ref(u32rng)); std::generate(output.begin(), output.end(), std::ref(u32rng)); const uint32_t fill_value = u32rng(); // Compute reference results. std::fill(output_ref.begin(), output_ref.end(), fill_value); for (size_t i = 0; i < rows(); i++) { std::copy( &input[i * input_stride()], &input[i * input_stride() + input_channels()], &output_ref[i * output_channels() + pre_padding()]); } // Call optimized micro-kernel. pad( rows(), input_channels() * sizeof(uint32_t), pre_padding() * sizeof(uint32_t), post_padding() * sizeof(uint32_t), &fill_value, input.data(), input_stride() * sizeof(uint32_t), output.data(), output_stride() * sizeof(uint32_t)); // Verify results. for (size_t i = 0; i < rows(); i++) { for (size_t c = 0; c < output_channels(); c++) { ASSERT_EQ(output_ref[i * output_channels() + c], output[i * output_stride() + c]) << "at row " << i << " / " << rows() << ", channel " << i << " / " << output_channels() << " (" << pre_padding() << " + " << input_channels() << " + " << post_padding() << ")" << ", fill value = " << fill_value; } } } } private: size_t rows_{1}; size_t input_channels_{1}; size_t pre_padding_{0}; size_t post_padding_{0}; size_t input_stride_{0}; size_t output_stride_{0}; size_t iterations_{15}; };