// 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 #if defined(__cplusplus) && (__cplusplus >= 201103L) #include #include #include #include #else #include #include #include #include #endif #include #include #if defined(__clang__) && !defined(__pnacl__) #if __clang_major__ == 3 && __clang_minor__ >= 7 || __clang_major__ > 3 #define XNN_IGNORE_SHIFT_BASE_UB __attribute__((__no_sanitize__("shift-base"))) #else #define XNN_IGNORE_SHIFT_BASE_UB #endif #elif defined(__GNUC__) #if __GNUC__ >= 8 #define XNN_IGNORE_SHIFT_BASE_UB __attribute__((__no_sanitize__("shift-base"))) #elif __GNUC__ == 4 && __GNUC_MINOR__ >= 9 || __GNUC__ > 4 // 4.9 <= gcc < 8 support ubsan, but doesn't support no_sanitize attribute #define XNN_IGNORE_SHIFT_BASE_UB #ifndef XNN_USE_SHIFT_BASE_UB_WORKAROUND #define XNN_USE_SHIFT_BASE_UB_WORKAROUND 1 #endif #else #define XNN_IGNORE_SHIFT_BASE_UB #endif #else #define XNN_IGNORE_SHIFT_BASE_UB #endif XNN_IGNORE_SHIFT_BASE_UB inline static int32_t asr_s32(int32_t x, uint32_t n) { #ifdef XNN_USE_SHIFT_BASE_UB_WORKAROUND #if XNN_ARCH_X86_64 || XNN_ARCH_ARM64 return (int32_t) ((uint64_t) (int64_t) x >> n); #else return x >= 0 ? x >> n : ~(~x >> n); #endif #else return x >> n; #endif } XNN_IGNORE_SHIFT_BASE_UB inline static int64_t asr_s64(int64_t x, uint32_t n) { #ifdef XNN_USE_SHIFT_BASE_UB_WORKAROUND return x >= 0 ? x >> n : ~(~x >> n); #else return x >> n; #endif } inline static uint8_t scalar_requantize_precise( int32_t value, float scale, uint8_t zero_point, uint8_t qmin, uint8_t qmax) { assert(scale < 1.0f); assert(scale >= 0x1.0p-32f); const uint32_t scale_bits = fp32_to_bits(scale); const uint32_t multiplier = (scale_bits & UINT32_C(0x007FFFFF)) | UINT32_C(0x00800000); const uint32_t shift = 127 + 23 - (scale_bits >> 23); assert(shift >= 24); assert(shift < 56); // Compute absolute value of input as unsigned 32-bit int. // All further computations will work with unsigned values to avoid undefined behaviour on signed operations. const uint32_t abs_value = (value >= 0) ? (uint32_t) value : -(uint32_t) value; // Compute full 64-bit product of 32-bit factors const uint64_t product = (uint64_t) abs_value * (uint64_t) multiplier; // Shift the full 64-bit product right with rounding. // Rounding is performed towards closest integer, with midpoints rounded up (same as away from zero). const uint64_t rounding = UINT64_C(1) << (shift - 1); const uint32_t abs_scaled_value = (uint32_t) ((product + rounding) >> shift); // Copy the sign of input to scaled absolute input value. const int32_t scaled_value = (int32_t) (value >= 0 ? abs_scaled_value : -abs_scaled_value); // Clamp scaled value with zero point between smin and smax. int32_t clamped_value = scaled_value; const int32_t smin = (int32_t) (uint32_t) qmin - (int32_t) (uint32_t) zero_point; if (clamped_value < smin) { clamped_value = smin; } const int32_t smax = (int32_t) (uint32_t) qmax - (int32_t) (uint32_t) zero_point; if (clamped_value > smax) { clamped_value = smax; } // Add zero point to clamped value. const int32_t biased_value = clamped_value + (int32_t) (uint32_t) zero_point; return biased_value; }