/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #include "fpga/common/fpga_common.h" #include #include #include "fpga/common/config.h" #include "fpga/common/driver.h" namespace paddle_mobile { namespace fpga { int16_t fp32_2_fp16(float fp32_num) { int32_t tmp = *(reinterpret_cast)(&fp32_num); int16_t se_fp32 = (tmp >> 23) & 0x1ff; int32_t m_fp32 = tmp & 0x007fffff; int16_t se_fp16 = 0; int16_t m_fp16 = 0; if (se_fp32 < 103) { se_fp16 = 0x0000; m_fp16 = m_fp32 >> 24; } else if (se_fp32 < 113) { se_fp16 = (0x0400 >> (113 - se_fp32)); m_fp16 = m_fp32 >> (126 - se_fp32); } else if (se_fp32 <= 142) { se_fp16 = (se_fp32 - 112) << 10; m_fp16 = m_fp32 >> 13; } else if (se_fp32 < 255) { se_fp16 = 0x7C00; m_fp16 = m_fp32 >> 24; } else if (se_fp32 == 255) { se_fp16 = 0x7C00; m_fp16 = m_fp32 >> 13; } else if (se_fp32 < 359) { se_fp16 = 0x8000; m_fp16 = m_fp32 >> 24; } else if (se_fp32 < 369) { se_fp16 = (0x0400 >> (369 - se_fp32)) | 0x8000; m_fp16 = m_fp32 >> (382 - se_fp32); } else if (se_fp32 <= 398) { se_fp16 = ((se_fp32 - 368) << 10) | 0x8000; m_fp16 = m_fp32 >> 13; } else if (se_fp32 < 511) { se_fp16 = 0x7C00; m_fp16 = m_fp32 >> 24; } else { se_fp16 = 0x7C00; m_fp16 = m_fp32 >> 13; } int16_t result = se_fp16 + m_fp16; return result; } int32_t convertmantissa(int32_t i) { int32_t m = i << 13; int32_t e = 0; while (!(m & 0x00800000)) { e -= 0x00800000; m <<= 1; } m &= ~0x00800000; e += 0x38800000; return m | e; } float fp16_2_fp32(int16_t fp16_num) { int16_t se_fp16 = fp16_num >> 10; int16_t m_fp16 = fp16_num & 0x3ff; int32_t e_fp32 = 0; int16_t offset = 0; int32_t m_fp32 = 0; if (se_fp16 == 0) { e_fp32 = 0; offset = 0; } else if (se_fp16 < 31) { e_fp32 = se_fp16 << 23; offset = 1024; } else if (se_fp16 == 31) { e_fp32 = 0x47800000; offset = 1024; } else if (se_fp16 == 32) { e_fp32 = 0x80000000; offset = 0; } else if (se_fp16 < 63) { e_fp32 = 0x80000000 + (se_fp16 - 32) << 23; offset = 1024; } else { // se_fp16 == 63 e_fp32 = 0xC7800000; offset = 1024; } int16_t a = offset + m_fp16; if (a == 0) { m_fp32 = 0; } else if (a < 1024) { int32_t tmp = a; m_fp32 = convertmantissa(tmp); } else { int32_t tmp = a - 1024; m_fp32 = 0x38000000 + (tmp << 13); } int32_t tmp = e_fp32 + m_fp32; float fp32_num = *(reinterpret_cast)&tmp; return fp32_num; } static std::map memory_map; int open_device() { int ret = driver::open_device_driver(); return ret; } int close_device() { int ret = driver::close_device_driver(); return ret; } void *fpga_malloc(size_t size) { static uint64_t counter = 0; if (size <= 0) { size = 1; } #ifdef PADDLE_MOBILE_ZU5 auto ptr = driver::fpga_malloc_driver(size); #else auto ptr = malloc(size); #endif counter += size; memory_map.insert(std::make_pair(ptr, size)); // DLOG << "Address: " << ptr << ", " << size << " bytes allocated. Total " // << counter << " bytes"; return ptr; } void fpga_free(void *ptr) { if (ptr == nullptr) { return; } static uint64_t counter = 0; size_t size = 0; auto iter = memory_map.find(ptr); // std::map::iterator if (iter != memory_map.end()) { size = iter->second; memory_map.erase(iter); #ifdef PADDLE_MOBILE_ZU5 driver::fpga_free_driver(ptr); #else free(ptr); #endif counter += size; // DLOG << "Address: " << ptr << ", " << size << " bytes freed. Total " // << counter << " bytes"; } else { DLOG << "Invalid pointer"; } } void fpga_copy(void *dest, const void *src, size_t num) { #ifdef PADDLE_MOBILE_ZU5 // driver::fpga_copy_driver(dest, src, num); memcpy(dest, src, num); #else memcpy(dest, src, num); #endif } int fpga_flush(void *address, size_t size) { #ifdef PADDLE_MOBILE_ZU5 return driver::fpga_flush_driver(address, size); #else return 0; #endif } int fpga_invalidate(void *address, size_t size) { #ifdef PADDLE_MOBILE_ZU5 return driver::fpga_invalidate_driver(address, size); #else return 0; #endif } uint64_t vaddr_to_paddr(void *address) { #ifdef PADDLE_MOBILE_ZU5 return driver::vaddr_to_paddr_driver(address); #else return 0; #endif } } // namespace fpga } // namespace paddle_mobile