// 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 "xnnpack/microfnptr.h" #include "xnnpack/buffer.h" #include "replicable_random_device.h" class UnpoolMicrokernelTester { public: UnpoolMicrokernelTester& p(size_t p) { assert(p != 0); this->p_ = p; return *this; } size_t p() const { return this->p_; } UnpoolMicrokernelTester& c(size_t c) { assert(c != 0); this->c_ = c; return *this; } size_t c() const { return this->c_; } UnpoolMicrokernelTester& f(uint32_t f) { this->f_ = f; return *this; } uint32_t f() const { return this->f_; } UnpoolMicrokernelTester& y_stride(size_t y_stride) { assert(y_stride != 0); this->y_stride_ = y_stride; return *this; } size_t y_stride() const { if (this->y_stride_ == 0) { return c(); } else { assert(this->y_stride_ >= c()); return this->y_stride_; } } UnpoolMicrokernelTester& iterations(size_t iterations) { this->iterations_ = iterations; return *this; } size_t iterations() const { return this->iterations_; } void Test(xnn_x32_unpool_ukernel_fn unpool) const { xnnpack::ReplicableRandomDevice rng; auto x_rng = std::bind(std::uniform_int_distribution(), std::ref(rng)); auto i_rng = std::bind(std::uniform_int_distribution(0, uint32_t(p() - 1)), std::ref(rng)); xnnpack::Buffer x(c()); xnnpack::Buffer i(c()); xnnpack::Buffer y((p() - 1) * y_stride() + c()); xnnpack::Buffer indirect_y(p()); xnnpack::Buffer y_ref((p() - 1) * y_stride() + c()); for (size_t iteration = 0; iteration < iterations(); iteration++) { std::generate(x.begin(), x.end(), std::ref(x_rng)); std::generate(i.begin(), i.end(), std::ref(i_rng)); std::generate(y.begin(), y.end(), std::ref(x_rng)); for (size_t i = 0; i < indirect_y.size(); i++) { indirect_y[i] = y.data() + i * y_stride(); } std::shuffle(indirect_y.begin(), indirect_y.end(), rng); // Compute reference output. std::fill(y_ref.begin(), y_ref.end(), f()); for (size_t k = 0; k < c(); k++) { const uint32_t idx = i[k]; (indirect_y[idx] - y.data() + y_ref.data())[k] = x[k]; } // Call optimized micro-kernel. unpool(p(), c(), f(), x.data(), i.data(), indirect_y.data()); // Verify results. for (size_t i = 0; i < p(); i++) { for (size_t k = 0; k < c(); k++) { EXPECT_EQ(y_ref[i * y_stride() + k], y[i * y_stride() + k]) << "at pixel " << i << ", channel " << k << ", p = " << p() << ", c = " << c(); } } } } private: size_t p_{1}; size_t c_{1}; uint32_t f_{0}; size_t y_stride_{0}; size_t iterations_{15}; };