/* * Copyright (c) 2021-2022 Arm Limited. All rights reserved. * * SPDX-License-Identifier: Apache-2.0 * * 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 * * 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 "tensorflow/lite/kernels/internal/compatibility.h" #include "tensorflow/lite/micro/micro_error_reporter.h" #include "tensorflow/lite/micro/micro_profiler.h" #include "tensorflow/lite/micro/micro_time.h" #include #include "ethosu_log.h" #include "layer_by_layer_profiler.hpp" #include #include namespace tflite { LayerByLayerProfiler::LayerByLayerProfiler(size_t max_events, Backend _backend, int32_t _event_id) : max_events_(max_events), backend(_backend), event_id(_event_id), num_events_(0) { tags_ = std::make_unique(max_events); start_ticks_ = std::make_unique(max_events); end_ticks_ = std::make_unique(max_events); } // NOTE: THIS PROFILER ONLY WORKS ON SYSTEMS WITH 1 NPU uint32_t LayerByLayerProfiler::BeginEvent(const char *tag) { if (num_events_ == max_events_) { tflite::GetMicroErrorReporter()->Report("Profiling event overflow, max: %u events", max_events_); num_events_ = 0; } tags_[num_events_] = tag; start_ticks_[num_events_] = GetCurrentTimeTicks(); end_ticks_[num_events_] = start_ticks_[num_events_]; // NOTE: In case an EndEvent() doesn't trigger, cycles reports as 0 return num_events_++; } // NOTE: THIS PROFILER ONLY WORKS ON SYSTEMS WITH 1 NPU void LayerByLayerProfiler::EndEvent(uint32_t event_handle) { TFLITE_DCHECK(event_handle < max_events_); end_ticks_[event_handle] = GetCurrentTimeTicks(); if (backend == PRINTF) { LOG("%s : cycle_cnt : %" PRIu64 " cycles\n", tags_[event_handle], end_ticks_[event_handle] - start_ticks_[event_handle]); } else { EventRecord2(event_id, (int32_t)event_handle, end_ticks_[event_handle] - start_ticks_[event_handle]); } } int32_t LayerByLayerProfiler::GetTotalTicks() const { int32_t ticks = 0; for (size_t i = 0; i < num_events_; ++i) { ticks += static_cast(end_ticks_[i] - start_ticks_[i]); } return ticks; } void LayerByLayerProfiler::Log() const { #if !defined(TF_LITE_STRIP_ERROR_STRINGS) if (backend == PRINTF) { for (size_t i = 0; i < num_events_; ++i) { uint64_t ticks = end_ticks_[i] - start_ticks_[i]; LOG("%s took %" PRIu64 " cycles", tags_[i], ticks); } } #endif } } // namespace tflite