From 26e6987e72989ce0033230245d02ef7c769b324f Mon Sep 17 00:00:00 2001 From: "xiaomei.wang" Date: Wed, 16 Oct 2024 16:50:55 +0800 Subject: [PATCH] Add rtmpose fp16 IxRT inference. --- .../cv/pose_estimation/rtmpose/ixrt/README.md | 52 ++ .../rtmpose/ixrt/demo/demo.jpg | Bin 0 -> 133674 bytes .../rtmpose/ixrt/deploy_default.py | 29 ++ .../cv/pose_estimation/rtmpose/ixrt/export.py | 78 +++ .../pose_estimation/rtmpose/ixrt/predict.py | 155 ++++++ .../pose_estimation/rtmpose/ixrt/result.jpg | Bin 0 -> 108273 bytes .../rtmpose-m_8xb256-420e_coco-256x192.py | 465 ++++++++++++++++++ .../rtmpose/ixrt/tensorrt_common.py | 179 +++++++ 8 files changed, 958 insertions(+) create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/README.md create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/demo/demo.jpg create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/deploy_default.py create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/export.py create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/predict.py create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/result.jpg create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/rtmpose-m_8xb256-420e_coco-256x192.py create mode 100644 models/cv/pose_estimation/rtmpose/ixrt/tensorrt_common.py diff --git a/models/cv/pose_estimation/rtmpose/ixrt/README.md b/models/cv/pose_estimation/rtmpose/ixrt/README.md new file mode 100644 index 00000000..417a73db --- /dev/null +++ b/models/cv/pose_estimation/rtmpose/ixrt/README.md @@ -0,0 +1,52 @@ +# RTMPose + +## Description + +RTMPose, a state-of-the-art framework developed by Shanghai AI Laboratory, excels in real-time multi-person pose estimation by integrating an innovative model architecture with the efficiency of the MMPose foundation. The framework's architecture is meticulously designed to enhance performance and reduce latency, making it suitable for a variety of applications where real-time analysis is crucial. + +## Setup + +### Install + +```bash +# Install libGL +## CentOS +yum install -y mesa-libGL +## Ubuntu +apt install -y libgl1-mesa-dev + +pip3 install onnx +pip3 install tqdm +pip3 install onnxsim +pip3 install mmdet==3.3.0 +pip3 install mmpose==1.3.1 +pip3 install mmdeploy==1.3.1 +pip3 install mmengine==0.10.4 +``` + +### Download + +Pretrained model: + +Dataset: to download the validation dataset. + +## Model Conversion +```bash +# export onnx model + +mkdir -p data/rtmpose + +wget -P data/rtmpose/ https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-aic-coco_pt-aic-coco_420e-256x192-63eb25f7_20230126.pth + +python3 export.py --weight data/rtmpose/rtmpose-m_simcc-aic-coco_pt-aic-coco_420e-256x192-63eb25f7_20230126.pth --cfg rtmpose-m_8xb256-420e_coco-256x192.py --input 1,3,256,192 --output data/rtmpose/rtmpose.onnx + +# use onnxsim optimize onnx model +onnxsim data/rtmpose/rtmpose.onnx data/rtmpose/rtmpose_opt.onnx +``` + +## TestSample +```bash +python3 predict.py --model data/rtmpose/rtmpose_opt.onnx --precision fp16 --img_path demo/demo.jpg +``` + + diff --git a/models/cv/pose_estimation/rtmpose/ixrt/demo/demo.jpg b/models/cv/pose_estimation/rtmpose/ixrt/demo/demo.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78718f5f5c031d1fed853b55878083058f289755 GIT binary patch literal 133674 zcmb@tbyQnH7dRL~fCLTh6bbI`#R??2JH;s$99jx3?(Po7rNx~VDPEw(ofd}z#VG}f zZ2EnB_B+47_Ut)3$$Pmo@6Np=Z?4Vcaq)2-098>!C;`yW&;W4M2k`g+z?E}%cd=8q z@^r?2+yu%Z6cjA9bTpL^YKkZ{0077*_e@?92n7I;uHK$H%JTF^#wPSwlK?OP2S5xE z1V~!hc)81IX{iBF$<@u(?%(hKnXcvmC`tgp4EH};|L3#+*BrKuyQen_>kf4Z*xGs7 z003xwDA@U>w>zpFEe{2gSUdj*uKx#n>ggz;$_G#|{)_*@v;Sc0|H9k>=*8hcR{=wdMum14`D7d-%c{;vu@TM2wpv*}pKg!6075WY6)*@LjSv7NL_;S;dmI2fK}|Y32>m~A9#B9(9W 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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. + +auto_scale_lr = dict(base_batch_size=1024) +backend_args = dict(backend='local') +base_lr = 0.004 +codec = dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False) +custom_hooks = [ + dict( + ema_type='ExpMomentumEMA', + momentum=0.0002, + priority=49, + type='EMAHook', + update_buffers=True), + dict( + switch_epoch=390, + switch_pipeline=[ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(direction='horizontal', type='RandomFlip'), + dict(type='RandomHalfBody'), + dict( + rotate_factor=60, + scale_factor=[ + 0.75, + 1.25, + ], + shift_factor=0.0, + type='RandomBBoxTransform'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='mmdet.YOLOXHSVRandomAug'), + dict( + transforms=[ + dict(p=0.1, type='Blur'), + dict(p=0.1, type='MedianBlur'), + dict( + max_height=0.4, + max_holes=1, + max_width=0.4, + min_height=0.2, + min_holes=1, + min_width=0.2, + p=0.5, + type='CoarseDropout'), + ], + type='Albumentation'), + dict( + encoder=dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False), + type='GenerateTarget'), + dict(type='PackPoseInputs'), + ], + type='mmdet.PipelineSwitchHook'), +] +data_mode = 'topdown' +data_root = 'data/coco/' +dataset_type = 'CocoDataset' +default_hooks = dict( + badcase=dict( + _scope_='mmpose', + badcase_thr=5, + enable=False, + metric_type='loss', + out_dir='badcase', + type='BadCaseAnalysisHook'), + checkpoint=dict( + _scope_='mmpose', + interval=10, + max_keep_ckpts=1, + rule='greater', + save_best='coco/AP', + type='CheckpointHook'), + logger=dict(_scope_='mmpose', interval=50, type='LoggerHook'), + param_scheduler=dict(_scope_='mmpose', type='ParamSchedulerHook'), + sampler_seed=dict(_scope_='mmpose', type='DistSamplerSeedHook'), + timer=dict(_scope_='mmpose', type='IterTimerHook'), + visualization=dict( + _scope_='mmpose', enable=False, type='PoseVisualizationHook')) +default_scope = 'mmpose' +env_cfg = dict( + cudnn_benchmark=False, + dist_cfg=dict(backend='nccl'), + mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0)) +input_size = ( + 192, + 256, +) +load_from = None +log_level = 'ERROR' +log_processor = dict( + _scope_='mmpose', + by_epoch=True, + num_digits=6, + type='LogProcessor', + window_size=50) +max_epochs = 420 +model = dict( + backbone=dict( + _scope_='mmdet', + act_cfg=dict(type='SiLU'), + arch='P5', + channel_attention=True, + deepen_factor=0.67, + expand_ratio=0.5, + init_cfg=dict( + checkpoint= + 'https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/cspnext-m_udp-aic-coco_210e-256x192-f2f7d6f6_20230130.pth', + prefix='backbone.', + type='Pretrained'), + norm_cfg=dict(type='SyncBN'), + out_indices=(4, ), + type='CSPNeXt', + widen_factor=0.75), + data_preprocessor=dict( + bgr_to_rgb=True, + mean=[ + 123.675, + 116.28, + 103.53, + ], + std=[ + 58.395, + 57.12, + 57.375, + ], + type='PoseDataPreprocessor'), + head=dict( + decoder=dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False), + final_layer_kernel_size=7, + gau_cfg=dict( + act_fn='SiLU', + drop_path=0.0, + dropout_rate=0.0, + expansion_factor=2, + hidden_dims=256, + pos_enc=False, + s=128, + use_rel_bias=False), + in_channels=768, + in_featuremap_size=( + 6, + 8, + ), + input_size=( + 192, + 256, + ), + loss=dict( + beta=10.0, + label_softmax=True, + type='KLDiscretLoss', + use_target_weight=True), + out_channels=17, + simcc_split_ratio=2.0, + type='RTMCCHead'), + test_cfg=dict(flip_test=True), + type='TopdownPoseEstimator') +num_keypoints = 17 +optim_wrapper = dict( + clip_grad=dict(max_norm=35, norm_type=2), + optimizer=dict(lr=0.004, type='AdamW', weight_decay=0.05), + paramwise_cfg=dict( + bias_decay_mult=0, bypass_duplicate=True, norm_decay_mult=0), + type='OptimWrapper') +param_scheduler = [ + dict( + begin=0, by_epoch=False, end=1000, start_factor=1e-05, + type='LinearLR'), + dict( + T_max=210, + begin=210, + by_epoch=True, + convert_to_iter_based=True, + end=420, + eta_min=0.0002, + type='CosineAnnealingLR'), +] +randomness = dict(seed=21) +resume = False +stage2_num_epochs = 30 +test_cfg = dict() +test_dataloader = dict( + batch_size=32, + dataset=dict( + ann_file='annotations/person_keypoints_val2017.json', + data_mode='topdown', + data_prefix=dict(img='images/val2017/'), + data_root='../../../data/datasets/coco/', + pipeline=[ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='PackPoseInputs'), + ], + test_mode=True, + type='CocoDataset'), + drop_last=False, + num_workers=10, + persistent_workers=True, + sampler=dict(round_up=False, shuffle=False, type='DefaultSampler')) +test_evaluator = dict( + ann_file= + '../../../data/datasets/coco/annotations/person_keypoints_val2017.json', + type='CocoMetric') +train_batch_size = 256 +train_cfg = dict(by_epoch=True, max_epochs=420, val_interval=10) +train_dataloader = dict( + batch_size=256, + dataset=dict( + ann_file='annotations/person_keypoints_train2017.json', + data_mode='topdown', + data_prefix=dict(img='train2017/'), + data_root='data/coco/', + pipeline=[ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(direction='horizontal', type='RandomFlip'), + dict(type='RandomHalfBody'), + dict( + rotate_factor=80, + scale_factor=[ + 0.6, + 1.4, + ], + type='RandomBBoxTransform'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='mmdet.YOLOXHSVRandomAug'), + dict( + transforms=[ + dict(p=0.1, type='Blur'), + dict(p=0.1, type='MedianBlur'), + dict( + max_height=0.4, + max_holes=1, + max_width=0.4, + min_height=0.2, + min_holes=1, + min_width=0.2, + p=1.0, + type='CoarseDropout'), + ], + type='Albumentation'), + dict( + encoder=dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False), + type='GenerateTarget'), + dict(type='PackPoseInputs'), + ], + type='CocoDataset'), + num_workers=10, + persistent_workers=True, + sampler=dict(shuffle=True, type='DefaultSampler')) +train_pipeline = [ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(direction='horizontal', type='RandomFlip'), + dict(type='RandomHalfBody'), + dict( + rotate_factor=80, + scale_factor=[ + 0.6, + 1.4, + ], + type='RandomBBoxTransform'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='mmdet.YOLOXHSVRandomAug'), + dict( + transforms=[ + dict(p=0.1, type='Blur'), + dict(p=0.1, type='MedianBlur'), + dict( + max_height=0.4, + max_holes=1, + max_width=0.4, + min_height=0.2, + min_holes=1, + min_width=0.2, + p=1.0, + type='CoarseDropout'), + ], + type='Albumentation'), + dict( + encoder=dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False), + type='GenerateTarget'), + dict(type='PackPoseInputs'), +] +train_pipeline_stage2 = [ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(direction='horizontal', type='RandomFlip'), + dict(type='RandomHalfBody'), + dict( + rotate_factor=60, + scale_factor=[ + 0.75, + 1.25, + ], + shift_factor=0.0, + type='RandomBBoxTransform'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='mmdet.YOLOXHSVRandomAug'), + dict( + transforms=[ + dict(p=0.1, type='Blur'), + dict(p=0.1, type='MedianBlur'), + dict( + max_height=0.4, + max_holes=1, + max_width=0.4, + min_height=0.2, + min_holes=1, + min_width=0.2, + p=0.5, + type='CoarseDropout'), + ], + type='Albumentation'), + dict( + encoder=dict( + input_size=( + 192, + 256, + ), + normalize=False, + sigma=( + 4.9, + 5.66, + ), + simcc_split_ratio=2.0, + type='SimCCLabel', + use_dark=False), + type='GenerateTarget'), + dict(type='PackPoseInputs'), +] +val_batch_size = 64 +val_cfg = dict() +val_dataloader = dict( + batch_size=64, + dataset=dict( + ann_file='annotations/person_keypoints_val2017.json', + data_mode='topdown', + data_prefix=dict(img='images/val2017/'), + data_root='data/coco/', + pipeline=[ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='PackPoseInputs'), + ], + test_mode=True, + type='CocoDataset'), + drop_last=False, + num_workers=10, + persistent_workers=True, + sampler=dict(round_up=False, shuffle=False, type='DefaultSampler')) +val_evaluator = dict( + ann_file='data/coco/annotations/person_keypoints_val2017.json', + type='CocoMetric') +val_pipeline = [ + dict(backend_args=dict(backend='local'), type='LoadImage'), + dict(type='GetBBoxCenterScale'), + dict(input_size=( + 192, + 256, + ), type='TopdownAffine'), + dict(type='PackPoseInputs'), +] +vis_backends = [ + dict(_scope_='mmpose', type='LocalVisBackend'), +] +visualizer = dict( + _scope_='mmpose', + name='visualizer', + type='PoseLocalVisualizer', + vis_backends=[ + dict(type='LocalVisBackend'), + ]) +work_dir = './' diff --git a/models/cv/pose_estimation/rtmpose/ixrt/tensorrt_common.py b/models/cv/pose_estimation/rtmpose/ixrt/tensorrt_common.py new file mode 100644 index 00000000..6407dabe --- /dev/null +++ b/models/cv/pose_estimation/rtmpose/ixrt/tensorrt_common.py @@ -0,0 +1,179 @@ +# Copyright (c) 2024, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +import os + +import cuda.cudart as cudart +import numpy as np +import tensorrt + + + +def create_engine_from_onnx(onnx_file, engine_file): + IXRT_LOGGER = tensorrt.Logger(tensorrt.Logger.ERROR) + builder = tensorrt.Builder(IXRT_LOGGER) + EXPLICIT_BATCH = 1 << (int)( + tensorrt.NetworkDefinitionCreationFlag.EXPLICIT_BATCH + ) + network = builder.create_network(EXPLICIT_BATCH) + build_config = builder.create_builder_config() + parser = tensorrt.OnnxParser(network, IXRT_LOGGER) + parser.parse_from_file(onnx_file) + precision = tensorrt.BuilderFlag.FP16 + build_config.set_flag(precision) + plan = builder.build_serialized_network(network, build_config) + with open(engine_file, "wb") as f: + f.write(plan) + +def create_context(engine_file): + + host_mem = tensorrt.IHostMemory + logger = tensorrt.Logger(tensorrt.Logger.ERROR) + engine, context = create_engine_context(engine_file, logger) + + return engine, context + + + +def get_ixrt_output(engine, context, input_x): + + inputs, outputs, allocations = get_io_bindings(engine) + + input_data = input_x.astype(inputs[0]["dtype"]) + input_data = np.ascontiguousarray(input_data) + assert inputs[0]["nbytes"] == input_data.nbytes + (err,) = cudart.cudaMemcpy( + inputs[0]["allocation"], + input_data, + inputs[0]["nbytes"], + cudart.cudaMemcpyKind.cudaMemcpyHostToDevice, + ) + assert err == cudart.cudaError_t.cudaSuccess + + output0 = np.zeros(outputs[0]["shape"], outputs[0]["dtype"]) + output1 = np.zeros(outputs[1]["shape"], outputs[1]["dtype"]) + + + context.execute_v2(allocations) + assert outputs[0]["nbytes"] == output0.nbytes + (err,) = cudart.cudaMemcpy( + output0, + outputs[0]["allocation"], + outputs[0]["nbytes"], + cudart.cudaMemcpyKind.cudaMemcpyDeviceToHost, + ) + assert err == cudart.cudaError_t.cudaSuccess + + + assert outputs[1]["nbytes"] == output1.nbytes + (err,) = cudart.cudaMemcpy( + output1, + outputs[1]["allocation"], + outputs[1]["nbytes"], + cudart.cudaMemcpyKind.cudaMemcpyDeviceToHost, + ) + assert err == cudart.cudaError_t.cudaSuccess + # Free + for alloc in allocations: + (err,) = cudart.cudaFree(alloc) + assert err == cudart.cudaError_t.cudaSuccess + return output0,output1 + + +def create_engine_context(engine_path, logger): + with open(engine_path, "rb") as f: + runtime = tensorrt.Runtime(logger) + assert runtime + engine = runtime.deserialize_cuda_engine(f.read()) + assert engine + context = engine.create_execution_context() + assert context + + return engine, context + + +def get_io_bindings(engine): + # Setup I/O bindings + inputs = [] + outputs = [] + allocations = [] + + for i in range(engine.num_bindings): + is_input = False + if engine.binding_is_input(i): + is_input = True + name = engine.get_binding_name(i) + dtype = engine.get_binding_dtype(i) + shape = engine.get_binding_shape(i) + if is_input: + batch_size = shape[0] + size = np.dtype(tensorrt.nptype(dtype)).itemsize + for s in shape: + size *= s + err, allocation = cudart.cudaMalloc(size) + assert err == cudart.cudaError_t.cudaSuccess + binding = { + "index": i, + "name": name, + "dtype": np.dtype(tensorrt.nptype(dtype)), + "shape": list(shape), + "allocation": allocation, + "nbytes": size, + } + print( + f"binding {i}, name : {name} dtype : {np.dtype(tensorrt.nptype(dtype))} shape : {list(shape)}" + ) + allocations.append(allocation) + if engine.binding_is_input(i): + inputs.append(binding) + else: + outputs.append(binding) + return inputs, outputs, allocations + + +def setup_io_bindings(engine, context): + # Setup I/O bindings + inputs = [] + outputs = [] + allocations = [] + + for i in range(engine.num_bindings): + is_input = False + if engine.binding_is_input(i): + is_input = True + name = engine.get_binding_name(i) + dtype = engine.get_binding_dtype(i) + shape = context.get_binding_shape(i) + if is_input: + batch_size = shape[0] + size = np.dtype(tensorrt.nptype(dtype)).itemsize + for s in shape: + size *= s + err, allocation = cudart.cudaMalloc(size) + assert err == cudart.cudaError_t.cudaSuccess + binding = { + "index": i, + "name": name, + "dtype": np.dtype(tensorrt.nptype(dtype)), + "shape": list(shape), + "allocation": allocation, + "nbytes": size, + } + allocations.append(allocation) + if engine.binding_is_input(i): + inputs.append(binding) + else: + outputs.append(binding) + return inputs, outputs, allocations -- Gitee