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[Backend]Add stable_diffusion and detection models support for KunlunXin XPU (#954)
* [FlyCV] Bump up FlyCV -> official release 1.0.0 * add valid_xpu for detection * add paddledetection model support for xpu * support all detection model in c++ and python * fix code * add python stable_diffusion support Co-authored-by: DefTruth <qiustudent_r@163.com> Co-authored-by: DefTruth <31974251+DefTruth@users.noreply.github.com>
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11
examples/vision/detection/paddledetection/python/infer_ssd.py
Normal file → Executable file
11
examples/vision/detection/paddledetection/python/infer_ssd.py
Normal file → Executable file
@@ -17,12 +17,15 @@ def parse_arguments():
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"--device",
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type=str,
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default='cpu',
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help="Type of inference device, support 'cpu' or 'gpu'.")
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help="Type of inference device, support 'xpu', 'cpu' or 'gpu'.")
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return parser.parse_args()
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def build_option(args):
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option = fd.RuntimeOption()
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if args.device.lower() == "xpu":
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option.use_xpu()
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if args.device.lower() == "gpu":
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option.use_gpu()
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return option
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@@ -36,8 +39,10 @@ config_file = os.path.join(args.model_dir, "infer_cfg.yml")
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# 配置runtime,加载模型
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runtime_option = build_option(args)
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model = fd.vision.detection.SSD(
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model_file, params_file, config_file, runtime_option=runtime_option)
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model = fd.vision.detection.SSD(model_file,
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params_file,
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config_file,
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runtime_option=runtime_option)
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# 预测图片检测结果
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im = cv2.imread(args.image)
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