// Copyright (c) Facebook, Inc. and its affiliates. // All rights reserved. // // 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 #include #include class LUTMicrokernelTester { public: inline LUTMicrokernelTester& batch_size(size_t batch_size) { assert(batch_size != 0); this->batch_size_ = batch_size; return *this; } inline size_t batch_size() const { return this->batch_size_; } inline LUTMicrokernelTester& inplace(bool inplace) { this->inplace_ = inplace; return *this; } inline bool inplace() const { return this->inplace_; } inline LUTMicrokernelTester& iterations(size_t iterations) { this->iterations_ = iterations; return *this; } inline size_t iterations() const { return this->iterations_; } void Test(xnn_x8_lut_ukernel_function lut) const { std::random_device random_device; auto rng = std::mt19937(random_device()); auto u8rng = std::bind( std::uniform_int_distribution(0, std::numeric_limits::max()), std::ref(rng)); std::vector x(batch_size() + XNN_EXTRA_BYTES / sizeof(uint8_t)); XNN_ALIGN(64) std::array t; std::vector y(batch_size() + (inplace() ? XNN_EXTRA_BYTES / sizeof(uint8_t) : 0)); std::vector y_ref(batch_size()); for (size_t iteration = 0; iteration < iterations(); iteration++) { std::generate(x.begin(), x.end(), std::ref(u8rng)); std::generate(t.begin(), t.end(), std::ref(u8rng)); if (inplace()) { std::generate(y.begin(), y.end(), std::ref(u8rng)); } else { std::fill(y.begin(), y.end(), 0xA5); } const uint8_t* x_data = inplace() ? y.data() : x.data(); // Compute reference results. for (size_t i = 0; i < batch_size(); i++) { y_ref[i] = t[x_data[i]]; } // Call optimized micro-kernel. lut(batch_size(), x_data, y.data(), t.data()); // Verify results. for (size_t i = 0; i < batch_size(); i++) { ASSERT_EQ(uint32_t(y_ref[i]), uint32_t(y[i])) << "at position " << i << " / " << batch_size(); } } } private: size_t batch_size_{1}; bool inplace_{false}; size_t iterations_{15}; };