375 lines
12 KiB
YAML
375 lines
12 KiB
YAML
globals:
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repo_url: https://github.com/open-mmlab/mmsegmentation/tree/main
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codebase_dir: ../mmsegmentation
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checkpoint_force_download: False
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images:
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img_leftImg8bit: &img_leftImg8bit ../mmsegmentation/tests/data/pseudo_cityscapes_dataset/leftImg8bit/val/frankfurt/frankfurt_000000_000294_leftImg8bit.png
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img_loveda_0: &img_loveda_0 ../mmsegmentation/tests/data/pseudo_loveda_dataset/img_dir/0.png
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metric_info: &metric_info
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mIoU: # named after metafile.Results.Metrics
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metric_key: mIoU # eval OrderedDict key name
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tolerance: 1 # metric ±n%
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convert_image: &convert_image
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input_img: *img_leftImg8bit
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test_img: *img_loveda_0
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backend_test: &default_backend_test True
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sdk:
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sdk_dynamic: &sdk_dynamic configs/mmseg/segmentation_sdk_dynamic.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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backend_test: False
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deploy_config: configs/mmseg/segmentation_onnxruntime_static-1024x2048.py
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pipeline_ort_static_fp32_512x512: &pipeline_ort_static_fp32_512x512
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_onnxruntime_static-512x512.py
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pipeline_ort_dynamic_fp32: &pipeline_ort_dynamic_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_onnxruntime_dynamic.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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt_static-1024x2048.py
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pipeline_trt_static_fp32_512x512: &pipeline_trt_static_fp32_512x512
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_tensorrt_static-512x512.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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt-fp16_static-1024x2048.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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt-int8_static-1024x2048.py
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pipeline_trt_static_fp16_512x512: &pipeline_trt_static_fp16_512x512
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_tensorrt-fp16_static-512x512.py
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pipeline_trt_dynamic_fp32: &pipeline_trt_dynamic_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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt_dynamic-512x1024-2048x2048.py
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pipeline_trt_dynamic_fp16: &pipeline_trt_dynamic_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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt-fp16_dynamic-512x1024-2048x2048.py
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pipeline_trt_dynamic_int8: &pipeline_trt_dynamic_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_dynamic
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deploy_config: configs/mmseg/segmentation_tensorrt-int8_dynamic-512x1024-2048x2048.py
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openvino:
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pipeline_openvino_dynamic_fp32: &pipeline_openvino_dynamic_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_openvino_dynamic-1024x2048.py
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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: False
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deploy_config: configs/mmseg/segmentation_openvino_static-1024x2048.py
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pipeline_openvino_static_fp32_512x512: &pipeline_openvino_static_fp32_512x512
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_openvino_static-512x512.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/mmseg/segmentation_ncnn_static-512x512.py
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pplnn:
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pipeline_pplnn_dynamic_fp32: &pipeline_pplnn_dynamic_fp32
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convert_image: *convert_image
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backend_test: False
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deploy_config: configs/mmseg/segmentation_pplnn_dynamic-1024x2048.py
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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/mmseg/segmentation_pplnn_static-1024x2048.py
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torchscript:
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pipeline_ts_fp32: &pipeline_ts_fp32
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convert_image: *convert_image
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backend_test: True
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deploy_config: configs/mmseg/segmentation_torchscript.py
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models:
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- name: FCN
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metafile: configs/fcn/fcn.yml
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model_configs:
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- configs/fcn/fcn_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_pplnn_dynamic_fp32
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- *pipeline_openvino_dynamic_fp32
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- name: PSPNet
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metafile: configs/pspnet/pspnet.yml
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model_configs:
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- configs/pspnet/pspnet_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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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_pplnn_static_fp32
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- *pipeline_openvino_static_fp32
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- name: deeplabv3
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metafile: configs/deeplabv3/deeplabv3.yml
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model_configs:
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- configs/deeplabv3/deeplabv3_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_pplnn_dynamic_fp32
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- *pipeline_openvino_dynamic_fp32
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- name: deeplabv3+
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metafile: configs/deeplabv3plus/deeplabv3plus.yml
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model_configs:
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- configs/deeplabv3plus/deeplabv3plus_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_pplnn_dynamic_fp32
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- *pipeline_openvino_dynamic_fp32
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- name: Fast-SCNN
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metafile: configs/fastscnn/fastscnn.yml
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model_configs:
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- configs/fastscnn/fast_scnn_8xb4-160k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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- *pipeline_ort_static_fp32
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- *pipeline_trt_static_fp16
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- *pipeline_pplnn_static_fp32
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- *pipeline_openvino_static_fp32
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- name: UNet
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metafile: configs/unet/unet.yml
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model_configs:
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- configs/unet/unet-s5-d16_fcn_4xb4-160k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ts_fp32
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_pplnn_dynamic_fp32
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- name: ANN
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metafile: configs/ann/ann.yml
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model_configs:
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- configs/ann/ann_r50-d8_4xb2-40k_cityscapes-512x1024.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_ts_fp32
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- name: APCNet
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metafile: configs/apcnet/apcnet.yml
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model_configs:
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- configs/apcnet/apcnet_r50-d8_4xb2-40k_cityscapes-512x1024.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_ts_fp32
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- name: BiSeNetV1
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metafile: configs/bisenetv1/bisenetv1.yml
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model_configs:
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- configs/bisenetv1/bisenetv1_r18-d32_4xb4-160k_cityscapes-1024x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: BiSeNetV2
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metafile: configs/bisenetv2/bisenetv2.yml
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model_configs:
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- configs/bisenetv2/bisenetv2_fcn_4xb4-160k_cityscapes-1024x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: CGNet
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metafile: configs/cgnet/cgnet.yml
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model_configs:
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- configs/cgnet/cgnet_fcn_4xb8-60k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: EMANet
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metafile: configs/emanet/emanet.yml
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model_configs:
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- configs/emanet/emanet_r50-d8_4xb2-80k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: EncNet
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metafile: configs/encnet/encnet.yml
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model_configs:
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- configs/encnet/encnet_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: ERFNet
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metafile: configs/erfnet/erfnet.yml
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model_configs:
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- configs/erfnet/erfnet_fcn_4xb4-160k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp32
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: FastFCN
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metafile: configs/fastfcn/fastfcn.yml
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model_configs:
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- configs/fastfcn/fastfcn_r50-d32_jpu_aspp_4xb2-80k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: GCNet
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metafile: configs/gcnet/gcnet.yml
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model_configs:
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- configs/gcnet/gcnet_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ts_fp32
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- name: ICNet
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metafile: configs/icnet/icnet.yml
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model_configs:
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- configs/icnet/icnet_r18-d8_4xb2-80k_cityscapes-832x832.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_openvino_static_fp32
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- *pipeline_ts_fp32
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- name: ISANet
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metafile: configs/isanet/isanet.yml
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model_configs:
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- configs/isanet/isanet_r50-d8_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_static_fp32_512x512
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- *pipeline_trt_static_fp16_512x512
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- *pipeline_openvino_static_fp32_512x512
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- name: OCRNet
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metafile: configs/ocrnet/ocrnet.yml
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model_configs:
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- configs/ocrnet/ocrnet_hr18s_4xb2-40k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp32
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: PointRend
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metafile: configs/point_rend/point_rend.yml
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model_configs:
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- configs/point_rend/pointrend_r50_4xb2-80k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_static_fp32_512x512
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- *pipeline_trt_static_fp16
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- *pipeline_ts_fp32
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- name: Semantic FPN
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metafile: configs/sem_fpn/sem_fpn.yml
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model_configs:
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- configs/sem_fpn/fpn_r50_4xb2-80k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp32
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: STDC
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metafile: configs/stdc/stdc.yml
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model_configs:
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- configs/stdc/stdc1_in1k-pre_4xb12-80k_cityscapes-512x1024.py
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- configs/stdc/stdc2_in1k-pre_4xb12-80k_cityscapes-512x1024.py
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pipelines:
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- *pipeline_ort_dynamic_fp32
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- *pipeline_trt_dynamic_fp16
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- *pipeline_ncnn_static_fp32
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- *pipeline_openvino_dynamic_fp32
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- *pipeline_ts_fp32
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- name: UPerNet
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metafile: configs/upernet/upernet.yml
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model_configs:
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- configs/upernet/upernet_r50_4xb2-40k_cityscapes-512x1024.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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- name: Segmenter
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metafile: configs/segmenter/segmenter.yml
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model_configs:
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- configs/segmenter/segmenter_vit-s_fcn_8xb1-160k_ade20k-512x512.py
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pipelines:
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- *pipeline_ort_static_fp32_512x512
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- *pipeline_trt_static_fp32_512x512
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- *pipeline_openvino_static_fp32_512x512
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- *pipeline_ncnn_static_fp32
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