103 lines
3.6 KiB
YAML
103 lines
3.6 KiB
YAML
globals:
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codebase_dir: ../mmpose
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checkpoint_force_download: False
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images:
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img_human_pose: &img_human_pose ../mmpose/tests/data/coco/000000000785.jpg
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img_human_pose_256x192: &img_human_pose_256x192 ./demo/resources/human-pose.jpg
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img_blank: &img_blank
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metric_info: &metric_info
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AP: # named after metafile.Results.Metrics
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eval_name: mAP # test.py --metrics args
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metric_key: AP # eval key name
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tolerance: 0.10 # metric ±n
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task_name: Body 2D Keypoint # metafile.Results.Task
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dataset: COCO # metafile.Results.Dataset
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AR:
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eval_name: mAP
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metric_key: AR
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tolerance: 0.08 # metric ±n
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task_name: Body 2D Keypoint
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dataset: COCO
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convert_image: &convert_image
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input_img: *img_human_pose
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test_img: *img_human_pose_256x192
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backend_test: &default_backend_test True
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sdk:
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sdk_static: &sdk_static configs/mmpose/pose-detection_sdk_static-256x192.py
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onnxruntime:
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pipeline_ort_static_fp32: &pipeline_ort_static_fp32
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convert_image: *convert_image
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deploy_config: configs/mmpose/pose-detection_onnxruntime_static.py
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tensorrt:
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pipeline_trt_static_fp32: &pipeline_trt_static_fp32
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convert_image: *convert_image
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backend_test: *default_backend_test
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sdk_config: *sdk_static
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deploy_config: configs/mmpose/pose-detection_tensorrt_static-256x192.py
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pipeline_trt_static_fp16: &pipeline_trt_static_fp16
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convert_image: *convert_image
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backend_test: *default_backend_test
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sdk_config: *sdk_static
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deploy_config: configs/mmpose/pose-detection_tensorrt-fp16_static-256x192.py
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pipeline_trt_static_int8: &pipeline_trt_static_int8
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convert_image: *convert_image
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backend_test: *default_backend_test
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sdk_config: *sdk_static
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deploy_config: configs/mmpose/pose-detection_tensorrt-int8_static-256x192.py
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openvino:
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pipeline_openvino_static_fp32: &pipeline_openvino_static_fp32
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convert_image: *convert_image
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backend_test: *default_backend_test
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deploy_config: configs/mmpose/pose-detection_openvino_static-256x192.py
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ncnn:
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pipeline_ncnn_static_fp32: &pipeline_ncnn_static_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmpose/pose-detection_ncnn_static-256x192.py
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pplnn:
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pipeline_pplnn_static_fp32: &pipeline_pplnn_static_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmpose/pose-detection_pplnn_static-256x192.py
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torchscript:
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pipeline_ts_static_fp32: &pipeline_ts_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmpose/pose-detection_torchscript.py
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models:
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- name: HRNET
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metafile: configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/hrnet_coco.yml
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model_configs:
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- configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/hrnet_w48_coco_256x192.py
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pipelines:
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- *pipeline_ort_static_fp32
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- *pipeline_trt_static_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_static_fp32
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- name: LiteHRNet
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metafile: configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/litehrnet_coco.yml
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model_configs:
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- configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/litehrnet_30_coco_256x192.py
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pipelines:
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- *pipeline_ort_static_fp32
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- *pipeline_trt_static_fp32
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- *pipeline_openvino_static_fp32
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- name: MSPN
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metafile: configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/mspn_coco.yml
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model_configs:
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- configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/4xmspn50_coco_256x192.py
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pipelines:
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- *pipeline_ort_static_fp32
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- *pipeline_trt_static_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_static_fp32
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