globals: repo_url: https://github.com/open-mmlab/mmsegmentation/tree/main codebase_dir: ../mmsegmentation checkpoint_force_download: False images: img_leftImg8bit: &img_leftImg8bit ../mmsegmentation/tests/data/pseudo_cityscapes_dataset/leftImg8bit/val/frankfurt/frankfurt_000000_000294_leftImg8bit.png img_loveda_0: &img_loveda_0 ../mmsegmentation/tests/data/pseudo_loveda_dataset/img_dir/0.png metric_info: &metric_info mIoU: # named after metafile.Results.Metrics metric_key: mIoU # eval OrderedDict key name tolerance: 1 # metric ±n% convert_image: &convert_image input_img: *img_leftImg8bit test_img: *img_loveda_0 backend_test: &default_backend_test True sdk: sdk_dynamic: &sdk_dynamic configs/mmseg/segmentation_sdk_dynamic.py onnxruntime: pipeline_ort_static_fp32: &pipeline_ort_static_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_onnxruntime_static-1024x2048.py pipeline_ort_static_fp32_512x512: &pipeline_ort_static_fp32_512x512 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_onnxruntime_static-512x512.py pipeline_ort_dynamic_fp32: &pipeline_ort_dynamic_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_onnxruntime_dynamic.py tensorrt: pipeline_trt_static_fp32: &pipeline_trt_static_fp32 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt_static-1024x2048.py pipeline_trt_static_fp32_512x512: &pipeline_trt_static_fp32_512x512 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_tensorrt_static-512x512.py pipeline_trt_static_fp16: &pipeline_trt_static_fp16 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt-fp16_static-1024x2048.py pipeline_trt_static_int8: &pipeline_trt_static_int8 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt-int8_static-1024x2048.py pipeline_trt_static_fp16_512x512: &pipeline_trt_static_fp16_512x512 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_tensorrt-fp16_static-512x512.py pipeline_trt_dynamic_fp32: &pipeline_trt_dynamic_fp32 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt_dynamic-512x1024-2048x2048.py pipeline_trt_dynamic_fp16: &pipeline_trt_dynamic_fp16 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt-fp16_dynamic-512x1024-2048x2048.py pipeline_trt_dynamic_int8: &pipeline_trt_dynamic_int8 convert_image: *convert_image backend_test: *default_backend_test sdk_config: *sdk_dynamic deploy_config: configs/mmseg/segmentation_tensorrt-int8_dynamic-512x1024-2048x2048.py openvino: pipeline_openvino_dynamic_fp32: &pipeline_openvino_dynamic_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_openvino_dynamic-1024x2048.py pipeline_openvino_static_fp32: &pipeline_openvino_static_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_openvino_static-1024x2048.py pipeline_openvino_static_fp32_512x512: &pipeline_openvino_static_fp32_512x512 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_openvino_static-512x512.py ncnn: pipeline_ncnn_static_fp32: &pipeline_ncnn_static_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_ncnn_static-512x512.py pplnn: pipeline_pplnn_dynamic_fp32: &pipeline_pplnn_dynamic_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_pplnn_dynamic-1024x2048.py pipeline_pplnn_static_fp32: &pipeline_pplnn_static_fp32 convert_image: *convert_image backend_test: False deploy_config: configs/mmseg/segmentation_pplnn_static-1024x2048.py torchscript: pipeline_ts_fp32: &pipeline_ts_fp32 convert_image: *convert_image backend_test: True deploy_config: configs/mmseg/segmentation_torchscript.py models: - name: FCN metafile: configs/fcn/fcn.yml model_configs: - configs/fcn/fcn_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_pplnn_dynamic_fp32 - *pipeline_openvino_dynamic_fp32 - name: PSPNet metafile: configs/pspnet/pspnet.yml model_configs: - configs/pspnet/pspnet_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_pplnn_static_fp32 - *pipeline_openvino_static_fp32 - name: deeplabv3 metafile: configs/deeplabv3/deeplabv3.yml model_configs: - configs/deeplabv3/deeplabv3_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_pplnn_dynamic_fp32 - *pipeline_openvino_dynamic_fp32 - name: deeplabv3+ metafile: configs/deeplabv3plus/deeplabv3plus.yml model_configs: - configs/deeplabv3plus/deeplabv3plus_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_pplnn_dynamic_fp32 - *pipeline_openvino_dynamic_fp32 - name: Fast-SCNN metafile: configs/fastscnn/fastscnn.yml model_configs: - configs/fastscnn/fast_scnn_8xb4-160k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - *pipeline_pplnn_static_fp32 - *pipeline_openvino_static_fp32 - name: UNet metafile: configs/unet/unet.yml model_configs: - configs/unet/unet-s5-d16_fcn_4xb4-160k_cityscapes-512x1024.py pipelines: - *pipeline_ts_fp32 - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_pplnn_dynamic_fp32 - name: ANN metafile: configs/ann/ann.yml model_configs: - configs/ann/ann_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - *pipeline_ts_fp32 - name: APCNet metafile: configs/apcnet/apcnet.yml model_configs: - configs/apcnet/apcnet_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_ts_fp32 - name: BiSeNetV1 metafile: configs/bisenetv1/bisenetv1.yml model_configs: - configs/bisenetv1/bisenetv1_r18-d32_4xb4-160k_cityscapes-1024x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: BiSeNetV2 metafile: configs/bisenetv2/bisenetv2.yml model_configs: - configs/bisenetv2/bisenetv2_fcn_4xb4-160k_cityscapes-1024x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: CGNet metafile: configs/cgnet/cgnet.yml model_configs: - configs/cgnet/cgnet_fcn_4xb8-60k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: EMANet metafile: configs/emanet/emanet.yml model_configs: - configs/emanet/emanet_r50-d8_4xb2-80k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: EncNet metafile: configs/encnet/encnet.yml model_configs: - configs/encnet/encnet_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: ERFNet metafile: configs/erfnet/erfnet.yml model_configs: - configs/erfnet/erfnet_fcn_4xb4-160k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp32 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: FastFCN metafile: configs/fastfcn/fastfcn.yml model_configs: - configs/fastfcn/fastfcn_r50-d32_jpu_aspp_4xb2-80k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: GCNet metafile: configs/gcnet/gcnet.yml model_configs: - configs/gcnet/gcnet_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ts_fp32 - name: ICNet metafile: configs/icnet/icnet.yml model_configs: - configs/icnet/icnet_r18-d8_4xb2-80k_cityscapes-832x832.py pipelines: - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - *pipeline_openvino_static_fp32 - *pipeline_ts_fp32 - name: ISANet metafile: configs/isanet/isanet.yml model_configs: - configs/isanet/isanet_r50-d8_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_static_fp32_512x512 - *pipeline_trt_static_fp16_512x512 - *pipeline_openvino_static_fp32_512x512 - name: OCRNet metafile: configs/ocrnet/ocrnet.yml model_configs: - configs/ocrnet/ocrnet_hr18s_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp32 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: PointRend metafile: configs/point_rend/point_rend.yml model_configs: - configs/point_rend/pointrend_r50_4xb2-80k_cityscapes-512x1024.py pipelines: - *pipeline_ort_static_fp32_512x512 - *pipeline_trt_static_fp16 - *pipeline_ts_fp32 - name: Semantic FPN metafile: configs/sem_fpn/sem_fpn.yml model_configs: - configs/sem_fpn/fpn_r50_4xb2-80k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp32 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: STDC metafile: configs/stdc/stdc.yml model_configs: - configs/stdc/stdc1_in1k-pre_4xb12-80k_cityscapes-512x1024.py - configs/stdc/stdc2_in1k-pre_4xb12-80k_cityscapes-512x1024.py pipelines: - *pipeline_ort_dynamic_fp32 - *pipeline_trt_dynamic_fp16 - *pipeline_ncnn_static_fp32 - *pipeline_openvino_dynamic_fp32 - *pipeline_ts_fp32 - name: UPerNet metafile: configs/upernet/upernet.yml model_configs: - configs/upernet/upernet_r50_4xb2-40k_cityscapes-512x1024.py pipelines: - *pipeline_ort_static_fp32 - *pipeline_trt_static_fp16 - name: Segmenter metafile: configs/segmenter/segmenter.yml model_configs: - configs/segmenter/segmenter_vit-s_fcn_8xb1-160k_ade20k-512x512.py pipelines: - *pipeline_ort_static_fp32_512x512 - *pipeline_trt_static_fp32_512x512 - *pipeline_openvino_static_fp32_512x512 - *pipeline_ncnn_static_fp32