// Copyright © 2019-2023 // // 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 "utils.h" #include #include #include #include #include #include #include #define RT_CHECK(_expr, _cleanup) \ do { \ int _ret = _expr; \ if (0 == _ret) \ break; \ printf("Error: '%s' returned %d!\n", #_expr, (int)_ret); \ _cleanup \ } while (false) uint64_t aligned_size(uint64_t size, uint64_t alignment) { assert(0 == (alignment & (alignment - 1))); return (size + alignment - 1) & ~(alignment - 1); } bool is_aligned(uint64_t addr, uint64_t alignment) { assert(0 == (alignment & (alignment - 1))); return 0 == (addr & (alignment - 1)); } /////////////////////////////////////////////////////////////////////////////// class AutoPerfDump { public: AutoPerfDump() : perf_class_(0) {} ~AutoPerfDump() { for (auto hdevice : hdevices_) { vx_dump_perf(hdevice, stdout); } } void add_device(vx_device_h hdevice) { auto perf_class_s = getenv("PERF_CLASS"); if (perf_class_s) { perf_class_ = std::atoi(perf_class_s); vx_dcr_write(hdevice, VX_DCR_BASE_MPM_CLASS, perf_class_); } hdevices_.push_back(hdevice); } void remove_device(vx_device_h hdevice) { hdevices_.remove(hdevice); vx_dump_perf(hdevice, stdout); } int get_perf_class() const { return perf_class_; } private: std::list hdevices_; int perf_class_; }; #ifdef DUMP_PERF_STATS AutoPerfDump gAutoPerfDump; #endif void perf_add_device(vx_device_h hdevice) { #ifdef DUMP_PERF_STATS gAutoPerfDump.add_device(hdevice); #else (void)hdevice; #endif } void perf_remove_device(vx_device_h hdevice) { #ifdef DUMP_PERF_STATS gAutoPerfDump.remove_device(hdevice); #else (void)hdevice; #endif } /////////////////////////////////////////////////////////////////////////////// extern int vx_upload_kernel_bytes(vx_device_h hdevice, const void* content, uint64_t size) { int err = 0; if (NULL == content || 0 == size) return -1; uint64_t kernel_base_addr; err = vx_dev_caps(hdevice, VX_CAPS_KERNEL_BASE_ADDR, &kernel_base_addr); if (err != 0) return err; return vx_copy_to_dev(hdevice, kernel_base_addr, content, size); } extern int vx_upload_kernel_file(vx_device_h hdevice, const char* filename) { std::ifstream ifs(filename); if (!ifs) { std::cout << "error: " << filename << " not found" << std::endl; return -1; } // read file content ifs.seekg(0, ifs.end); auto size = ifs.tellg(); auto content = new char [size]; ifs.seekg(0, ifs.beg); ifs.read(content, size); // upload int err = vx_upload_kernel_bytes(hdevice, content, size); // release buffer delete[] content; return err; } /////////////////////////////////////////////////////////////////////////////// void DeviceConfig::write(uint32_t addr, uint32_t value) { data_[addr] = value; } uint32_t DeviceConfig::read(uint32_t addr) const { if (0 == data_.count(addr)) { printf("Error: DeviceConfig::read(%d) failed\n", addr); } return data_.at(addr); } int dcr_initialize(vx_device_h hdevice) { const uint64_t startup_addr(STARTUP_ADDR); RT_CHECK(vx_dcr_write(hdevice, VX_DCR_BASE_STARTUP_ADDR0, startup_addr & 0xffffffff), { return -1; }); RT_CHECK(vx_dcr_write(hdevice, VX_DCR_BASE_STARTUP_ADDR1, startup_addr >> 32), { return -1; }); RT_CHECK(vx_dcr_write(hdevice, VX_DCR_BASE_MPM_CLASS, 0), { return -1; }); return 0; } /////////////////////////////////////////////////////////////////////////////// static uint64_t get_csr_64(const void* ptr, int addr) { auto w_ptr = reinterpret_cast(ptr); uint32_t value_lo = w_ptr[addr - VX_CSR_MPM_BASE]; uint32_t value_hi = w_ptr[addr - VX_CSR_MPM_BASE + 32]; return (uint64_t(value_hi) << 32) | value_lo; } extern int vx_dump_perf(vx_device_h hdevice, FILE* stream) { int ret = 0; uint64_t instrs = 0; uint64_t cycles = 0; #ifdef PERF_ENABLE auto calcRatio = [&](uint64_t part, uint64_t total)->int { if (total == 0) return 0; return int((1.0 - (double(part) / double(total))) * 100); }; auto caclAvgLatency = [&](uint64_t sum, uint64_t requests)->int { if (requests == 0) return 0; return int(double(sum) / double(requests)); }; auto calcUtilization = [&](uint64_t count, uint64_t stalls)->int { if (count == 0) return 0; return int((double(count) / double(count + stalls)) * 100); }; auto perf_class = gAutoPerfDump.get_perf_class(); // PERF: pipeline stalls uint64_t ibuffer_stalls = 0; uint64_t scoreboard_stalls = 0; uint64_t lsu_stalls = 0; uint64_t fpu_stalls = 0; uint64_t alu_stalls = 0; uint64_t sfu_stalls = 0; uint64_t ifetches = 0; uint64_t loads = 0; uint64_t stores = 0; uint64_t ifetch_lat = 0; uint64_t load_lat = 0; // PERF: l2cache uint64_t l2cache_reads = 0; uint64_t l2cache_writes = 0; uint64_t l2cache_read_misses = 0; uint64_t l2cache_write_misses = 0; uint64_t l2cache_bank_stalls = 0; uint64_t l2cache_mshr_stalls = 0; // PERF: l3cache uint64_t l3cache_reads = 0; uint64_t l3cache_writes = 0; uint64_t l3cache_read_misses = 0; uint64_t l3cache_write_misses = 0; uint64_t l3cache_bank_stalls = 0; uint64_t l3cache_mshr_stalls = 0; // PERF: memory uint64_t mem_reads = 0; uint64_t mem_writes = 0; uint64_t mem_lat = 0; #endif uint64_t num_cores; ret = vx_dev_caps(hdevice, VX_CAPS_NUM_CORES, &num_cores); if (ret != 0) return ret; #ifdef PERF_ENABLE uint64_t isa_flags; ret = vx_dev_caps(hdevice, VX_CAPS_ISA_FLAGS, &isa_flags); if (ret != 0) return ret; bool icache_enable = isa_flags & VX_ISA_EXT_ICACHE; bool dcache_enable = isa_flags & VX_ISA_EXT_DCACHE; bool l2cache_enable = isa_flags & VX_ISA_EXT_L2CACHE; bool l3cache_enable = isa_flags & VX_ISA_EXT_L3CACHE; bool smem_enable = isa_flags & VX_ISA_EXT_SMEM; #endif std::vector staging_buf(64* sizeof(uint32_t)); for (unsigned core_id = 0; core_id < num_cores; ++core_id) { uint64_t mpm_mem_addr = IO_CSR_ADDR + core_id * staging_buf.size(); ret = vx_copy_from_dev(hdevice, staging_buf.data(), mpm_mem_addr, staging_buf.size()); if (ret != 0) return ret; #ifdef PERF_ENABLE switch (perf_class) { case VX_DCR_MPM_CLASS_CORE: { // PERF: pipeline // ibuffer_stall uint64_t ibuffer_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_IBUF_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: ibuffer stalls=%ld\n", core_id, ibuffer_stalls_per_core); ibuffer_stalls += ibuffer_stalls_per_core; // scoreboard_stall uint64_t scoreboard_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_SCRB_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: scoreboard stalls=%ld\n", core_id, scoreboard_stalls_per_core); scoreboard_stalls += scoreboard_stalls_per_core; // alu_stall uint64_t alu_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_ALU_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: alu unit stalls=%ld\n", core_id, alu_stalls_per_core); alu_stalls += alu_stalls_per_core; // lsu_stall uint64_t lsu_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_LSU_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: lsu unit stalls=%ld\n", core_id, lsu_stalls_per_core); lsu_stalls += lsu_stalls_per_core; // fpu_stall uint64_t fpu_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_FPU_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: fpu unit stalls=%ld\n", core_id, fpu_stalls_per_core); fpu_stalls += fpu_stalls_per_core; // sfu_stall uint64_t sfu_stalls_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_SFU_ST); if (num_cores > 1) fprintf(stream, "PERF: core%d: sfu unit stalls=%ld\n", core_id, sfu_stalls_per_core); sfu_stalls += sfu_stalls_per_core; // PERF: memory // ifetches uint64_t ifetches_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_LOADS); if (num_cores > 1) fprintf(stream, "PERF: core%d: ifetches=%ld\n", core_id, ifetches_per_core); ifetches += ifetches_per_core; // loads uint64_t loads_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_LOADS); if (num_cores > 1) fprintf(stream, "PERF: core%d: loads=%ld\n", core_id, loads_per_core); loads += loads_per_core; // stores uint64_t stores_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_STORES); if (num_cores > 1) fprintf(stream, "PERF: core%d: stores=%ld\n", core_id, stores_per_core); stores += stores_per_core; // ifetch latency uint64_t ifetch_lat_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_IFETCH_LAT); if (num_cores > 1) { int mem_avg_lat = caclAvgLatency(ifetch_lat_per_core, ifetches_per_core); fprintf(stream, "PERF: core%d: ifetch latency=%d cycles\n", core_id, mem_avg_lat); } ifetch_lat += ifetch_lat_per_core; // load latency uint64_t load_lat_per_core = get_csr_64(staging_buf.data(), VX_CSR_MPM_LOAD_LAT); if (num_cores > 1) { int mem_avg_lat = caclAvgLatency(load_lat_per_core, loads_per_core); fprintf(stream, "PERF: core%d: load latency=%d cycles\n", core_id, mem_avg_lat); } load_lat += load_lat_per_core; } break; case VX_DCR_MPM_CLASS_MEM: { if (smem_enable) { // PERF: smem uint64_t smem_reads = get_csr_64(staging_buf.data(), VX_CSR_MPM_SMEM_READS); uint64_t smem_writes = get_csr_64(staging_buf.data(), VX_CSR_MPM_SMEM_WRITES); uint64_t smem_bank_stalls = get_csr_64(staging_buf.data(), VX_CSR_MPM_SMEM_BANK_ST); int smem_bank_utilization = calcUtilization(smem_reads + smem_writes, smem_bank_stalls); fprintf(stream, "PERF: core%d: smem reads=%ld\n", core_id, smem_reads); fprintf(stream, "PERF: core%d: smem writes=%ld\n", core_id, smem_writes); fprintf(stream, "PERF: core%d: smem bank stalls=%ld (utilization=%d%%)\n", core_id, smem_bank_stalls, smem_bank_utilization); } if (icache_enable) { // PERF: Icache uint64_t icache_reads = get_csr_64(staging_buf.data(), VX_CSR_MPM_ICACHE_READS); uint64_t icache_read_misses = get_csr_64(staging_buf.data(), VX_CSR_MPM_ICACHE_MISS_R); int icache_read_hit_ratio = calcRatio(icache_read_misses, icache_reads); fprintf(stream, "PERF: core%d: icache reads=%ld\n", core_id, icache_reads); fprintf(stream, "PERF: core%d: icache read misses=%ld (hit ratio=%d%%)\n", core_id, icache_read_misses, icache_read_hit_ratio); } if (dcache_enable) { // PERF: Dcache uint64_t dcache_reads = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_READS); uint64_t dcache_writes = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_WRITES); uint64_t dcache_read_misses = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_MISS_R); uint64_t dcache_write_misses = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_MISS_W); uint64_t dcache_bank_stalls = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_BANK_ST); uint64_t dcache_mshr_stalls = get_csr_64(staging_buf.data(), VX_CSR_MPM_DCACHE_MSHR_ST); int dcache_read_hit_ratio = calcRatio(dcache_read_misses, dcache_reads); int dcache_write_hit_ratio = calcRatio(dcache_write_misses, dcache_writes); int dcache_bank_utilization = calcUtilization(dcache_reads + dcache_writes, dcache_bank_stalls); fprintf(stream, "PERF: core%d: dcache reads=%ld\n", core_id, dcache_reads); fprintf(stream, "PERF: core%d: dcache writes=%ld\n", core_id, dcache_writes); fprintf(stream, "PERF: core%d: dcache read misses=%ld (hit ratio=%d%%)\n", core_id, dcache_read_misses, dcache_read_hit_ratio); fprintf(stream, "PERF: core%d: dcache write misses=%ld (hit ratio=%d%%)\n", core_id, dcache_write_misses, dcache_write_hit_ratio); fprintf(stream, "PERF: core%d: dcache bank stalls=%ld (utilization=%d%%)\n", core_id, dcache_bank_stalls, dcache_bank_utilization); fprintf(stream, "PERF: core%d: dcache mshr stalls=%ld\n", core_id, dcache_mshr_stalls); } if (l2cache_enable) { // PERF: L2cache l2cache_reads += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_READS); l2cache_writes += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_WRITES); l2cache_read_misses += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_MISS_R); l2cache_write_misses += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_MISS_W); l2cache_bank_stalls += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_BANK_ST); l2cache_mshr_stalls += get_csr_64(staging_buf.data(), VX_CSR_MPM_L2CACHE_MSHR_ST); } if (0 == core_id) { if (l3cache_enable) { // PERF: L3cache l3cache_reads = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_READS); l3cache_writes = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_WRITES); l3cache_read_misses = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_MISS_R); l3cache_write_misses = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_MISS_W); l3cache_bank_stalls = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_BANK_ST); l3cache_mshr_stalls = get_csr_64(staging_buf.data(), VX_CSR_MPM_L3CACHE_MSHR_ST); } // PERF: memory mem_reads = get_csr_64(staging_buf.data(), VX_CSR_MPM_MEM_READS); mem_writes = get_csr_64(staging_buf.data(), VX_CSR_MPM_MEM_WRITES); mem_lat = get_csr_64(staging_buf.data(), VX_CSR_MPM_MEM_LAT); } } break; default: break; } #endif uint64_t instrs_per_core = get_csr_64(staging_buf.data(), VX_CSR_MINSTRET); uint64_t cycles_per_core = get_csr_64(staging_buf.data(), VX_CSR_MCYCLE); float IPC = (float)(double(instrs_per_core) / double(cycles_per_core)); if (num_cores > 1) fprintf(stream, "PERF: core%d: instrs=%ld, cycles=%ld, IPC=%f\n", core_id, instrs_per_core, cycles_per_core, IPC); instrs += instrs_per_core; cycles = std::max(cycles_per_core, cycles); } #ifdef PERF_ENABLE switch (perf_class) { case VX_DCR_MPM_CLASS_CORE: { int ifetch_avg_lat = (int)(double(ifetch_lat) / double(ifetches)); int load_avg_lat = (int)(double(load_lat) / double(loads)); fprintf(stream, "PERF: ibuffer stalls=%ld\n", ibuffer_stalls); fprintf(stream, "PERF: scoreboard stalls=%ld\n", scoreboard_stalls); fprintf(stream, "PERF: alu unit stalls=%ld\n", alu_stalls); fprintf(stream, "PERF: lsu unit stalls=%ld\n", lsu_stalls); fprintf(stream, "PERF: fpu unit stalls=%ld\n", fpu_stalls); fprintf(stream, "PERF: sfu unit stalls=%ld\n", sfu_stalls); fprintf(stream, "PERF: ifetches=%ld\n", ifetches); fprintf(stream, "PERF: loads=%ld\n", loads); fprintf(stream, "PERF: stores=%ld\n", stores); fprintf(stream, "PERF: ifetch latency=%d cycles\n", ifetch_avg_lat); fprintf(stream, "PERF: load latency=%d cycles\n", load_avg_lat); } break; case VX_DCR_MPM_CLASS_MEM: { if (l2cache_enable) { l2cache_reads /= num_cores; l2cache_writes /= num_cores; l2cache_read_misses /= num_cores; l2cache_write_misses /= num_cores; l2cache_bank_stalls /= num_cores; l2cache_mshr_stalls /= num_cores; int l2cache_read_hit_ratio = calcRatio(l2cache_read_misses, l2cache_reads); int l2cache_write_hit_ratio = calcRatio(l2cache_write_misses, l2cache_writes); int l2cache_bank_utilization = calcUtilization(l2cache_reads + l2cache_writes, l2cache_bank_stalls); fprintf(stream, "PERF: l2cache reads=%ld\n", l2cache_reads); fprintf(stream, "PERF: l2cache writes=%ld\n", l2cache_writes); fprintf(stream, "PERF: l2cache read misses=%ld (hit ratio=%d%%)\n", l2cache_read_misses, l2cache_read_hit_ratio); fprintf(stream, "PERF: l2cache write misses=%ld (hit ratio=%d%%)\n", l2cache_write_misses, l2cache_write_hit_ratio); fprintf(stream, "PERF: l2cache bank stalls=%ld (utilization=%d%%)\n", l2cache_bank_stalls, l2cache_bank_utilization); fprintf(stream, "PERF: l2cache mshr stalls=%ld\n", l2cache_mshr_stalls); } if (l3cache_enable) { int l3cache_read_hit_ratio = calcRatio(l3cache_read_misses, l3cache_reads); int l3cache_write_hit_ratio = calcRatio(l3cache_write_misses, l3cache_writes); int l3cache_bank_utilization = calcUtilization(l3cache_reads + l3cache_writes, l3cache_bank_stalls); fprintf(stream, "PERF: l3cache reads=%ld\n", l3cache_reads); fprintf(stream, "PERF: l3cache writes=%ld\n", l3cache_writes); fprintf(stream, "PERF: l3cache read misses=%ld (hit ratio=%d%%)\n", l3cache_read_misses, l3cache_read_hit_ratio); fprintf(stream, "PERF: l3cache write misses=%ld (hit ratio=%d%%)\n", l3cache_write_misses, l3cache_write_hit_ratio); fprintf(stream, "PERF: l3cache bank stalls=%ld (utilization=%d%%)\n", l3cache_bank_stalls, l3cache_bank_utilization); fprintf(stream, "PERF: l3cache mshr stalls=%ld\n", l3cache_mshr_stalls); } int mem_avg_lat = caclAvgLatency(mem_lat, mem_reads); fprintf(stream, "PERF: memory requests=%ld (reads=%ld, writes=%ld)\n", (mem_reads + mem_writes), mem_reads, mem_writes); fprintf(stream, "PERF: memory latency=%d cycles\n", mem_avg_lat); } break; default: break; } #endif float IPC = (float)(double(instrs) / double(cycles)); fprintf(stream, "PERF: instrs=%ld, cycles=%ld, IPC=%f\n", instrs, cycles, IPC); fflush(stream); return 0; } extern int vx_perf_counter(vx_device_h hdevice, int counter, int core_id, uint64_t* value) { int ret = 0; uint64_t num_cores; ret = vx_dev_caps(hdevice, VX_CAPS_NUM_CORES, &num_cores); if (ret != 0) return ret; if (core_id >= (int)num_cores) { std::cout << "error: core_id out of range" << std::endl; return -1; } std::vector staging_buf(64 * sizeof(uint32_t)); uint64_t _value = 0; unsigned i = 0; if (core_id != -1) { i = core_id; num_cores = core_id + 1; } for (i = 0; i < num_cores; ++i) { uint64_t mpm_mem_addr = IO_CSR_ADDR + i * staging_buf.size(); ret = vx_copy_from_dev(hdevice, staging_buf.data(), mpm_mem_addr, staging_buf.size()); if (ret != 0) return ret; auto per_core_value = get_csr_64(staging_buf.data(), counter); if (counter == VX_CSR_MCYCLE) { _value = std::max(per_core_value, _value); } else { _value += per_core_value; } } // output *value = _value; return 0; }