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Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
https://cvat.ai
MIT License
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Annotate bugs using the YOLOV5 model #4341

Closed yaoguang97 closed 2 years ago

yaoguang97 commented 2 years ago

Environment：ubuntu20.04，nuctl1.5.16 2022-02-14 18-01-15屏幕截图 2022-02-14 18-01-44屏幕截图

nmanovic commented 2 years ago

@yaoguang97 , thanks for the report. I can reproduce the issue on our side. I will try to fix before 2.0.0 release.

yaoguang97 commented 2 years ago

@nmanovic, I pulled the latest code, rebuilt the YOLOv5 model, and the same error occurred.

nmanovic commented 2 years ago

@yaoguang97 , could you please send logs for the function? https://openvinotoolkit.github.io/cvat/docs/manual/advanced/serverless-tutorial/#troubleshooting

yaoguang97 commented 2 years ago

@nmanovic ，Hello, this is the log about the container.

22.02.18 03:05:03.843                 processor (I) Starting processor {"version": "Label: 1.5.16, Git commit: ae43a6a560c2bec42d7ccfdf6e8e11a1e3cc3774, OS: linux, Arch: amd64, Go version: go1.14.3"}
22.02.18 03:05:03.843                 processor (D) Read configuration {"config": "{\n    \"metadata\": {\n        \"name\": \"ultralytics-yolov5\",\n        \"namespace\": \"nuclio\",\n        \"labels\": {\n            \"nuclio.io/project-name\": \"cvat\"\n        },\n        \"annotations\": {\n            \"framework\": \"pytorch\",\n            \"name\": \"YOLO v5\",\n            \"spec\": \"[\\n  { \\\"id\\\": 0, \\\"name\\\": \\\"person\\\" },\\n  { \\\"id\\\": 1, \\\"name\\\": \\\"bicycle\\\" },\\n  { \\\"id\\\": 2, \\\"name\\\": \\\"car\\\" },\\n  { \\\"id\\\": 3, \\\"name\\\": \\\"motorbike\\\" },\\n  { \\\"id\\\": 4, \\\"name\\\": \\\"aeroplane\\\" },\\n  { \\\"id\\\": 5, \\\"name\\\": \\\"bus\\\" },\\n  { \\\"id\\\": 6, \\\"name\\\": \\\"train\\\" },\\n  { \\\"id\\\": 7, \\\"name\\\": \\\"truck\\\" },\\n  { \\\"id\\\": 8, \\\"name\\\": \\\"boat\\\" },\\n  { \\\"id\\\": 9, \\\"name\\\": \\\"traffic light\\\" },\\n  { \\\"id\\\": 10, \\\"name\\\": \\\"fire hydrant\\\" },\\n  { \\\"id\\\": 11, \\\"name\\\": \\\"stop sign\\\" },\\n  { \\\"id\\\": 12, \\\"name\\\": \\\"parking meter\\\" },\\n  { \\\"id\\\": 13, \\\"name\\\": \\\"bench\\\" },\\n  { \\\"id\\\": 14, \\\"name\\\": \\\"bird\\\" },\\n  { \\\"id\\\": 15, \\\"name\\\": \\\"cat\\\" },\\n  { \\\"id\\\": 16, \\\"name\\\": \\\"dog\\\" },\\n  { \\\"id\\\": 17, \\\"name\\\": \\\"horse\\\" },\\n  { \\\"id\\\": 18, \\\"name\\\": \\\"sheep\\\" },\\n  { \\\"id\\\": 19, \\\"name\\\": \\\"cow\\\" },\\n  { \\\"id\\\": 20, \\\"name\\\": \\\"elephant\\\" },\\n  { \\\"id\\\": 21, \\\"name\\\": \\\"bear\\\" },\\n  { \\\"id\\\": 22, \\\"name\\\": \\\"zebra\\\" },\\n  { \\\"id\\\": 23, \\\"name\\\": \\\"giraffe\\\" },\\n  { \\\"id\\\": 24, \\\"name\\\": \\\"backpack\\\" },\\n  { \\\"id\\\": 25, \\\"name\\\": \\\"umbrella\\\" },\\n  { \\\"id\\\": 26, \\\"name\\\": \\\"handbag\\\" },\\n  { \\\"id\\\": 27, \\\"name\\\": \\\"tie\\\" },\\n  { \\\"id\\\": 28, \\\"name\\\": \\\"suitcase\\\" },\\n  { \\\"id\\\": 29, \\\"name\\\": \\\"frisbee\\\" },\\n  { \\\"id\\\": 30, \\\"name\\\": \\\"skis\\\" },\\n  { \\\"id\\\": 31, \\\"name\\\": \\\"snowboard\\\" },\\n  { \\\"id\\\": 32, \\\"name\\\": \\\"sports ball\\\" },\\n  { \\\"id\\\": 33, \\\"name\\\": \\\"kite\\\" },\\n  { \\\"id\\\": 34, \\\"name\\\": \\\"baseball bat\\\" },\\n  { \\\"id\\\": 35, \\\"name\\\": \\\"baseball glove\\\" },\\n  { \\\"id\\\": 36, \\\"name\\\": \\\"skateboard\\\" },\\n  { \\\"id\\\": 37, \\\"name\\\": \\\"surfboard\\\" },\\n  { \\\"id\\\": 38, \\\"name\\\": \\\"tennis racket\\\" },\\n  { \\\"id\\\": 39, \\\"name\\\": \\\"bottle\\\" },\\n  { \\\"id\\\": 40, \\\"name\\\": \\\"wine glass\\\" },\\n  { \\\"id\\\": 41, \\\"name\\\": \\\"cup\\\" },\\n  { \\\"id\\\": 42, \\\"name\\\": \\\"fork\\\" },\\n  { \\\"id\\\": 43, \\\"name\\\": \\\"knife\\\" },\\n  { \\\"id\\\": 44, \\\"name\\\": \\\"spoon\\\" },\\n  { \\\"id\\\": 45, \\\"name\\\": \\\"bowl\\\" },\\n  { \\\"id\\\": 46, \\\"name\\\": \\\"banana\\\" },\\n  { \\\"id\\\": 47, \\\"name\\\": \\\"apple\\\" },\\n  { \\\"id\\\": 48, \\\"name\\\": \\\"sandwich\\\" },\\n  { \\\"id\\\": 49, \\\"name\\\": \\\"orange\\\" },\\n  { \\\"id\\\": 50, \\\"name\\\": \\\"broccoli\\\" },\\n  { \\\"id\\\": 51, \\\"name\\\": \\\"carrot\\\" },\\n  { \\\"id\\\": 52, \\\"name\\\": \\\"hot dog\\\" },\\n  { \\\"id\\\": 53, \\\"name\\\": \\\"pizza\\\" },\\n  { \\\"id\\\": 54, \\\"name\\\": \\\"donut\\\" },\\n  { \\\"id\\\": 55, \\\"name\\\": \\\"cake\\\" },\\n  { \\\"id\\\": 56, \\\"name\\\": \\\"chair\\\" },\\n  { \\\"id\\\": 57, \\\"name\\\": \\\"sofa\\\" },\\n  { \\\"id\\\": 58, \\\"name\\\": \\\"pottedplant\\\" },\\n  { \\\"id\\\": 59, \\\"name\\\": \\\"bed\\\" },\\n  { \\\"id\\\": 60, \\\"name\\\": \\\"diningtable\\\" },\\n  { \\\"id\\\": 61, \\\"name\\\": \\\"toilet\\\" },\\n  { \\\"id\\\": 62, \\\"name\\\": \\\"tvmonitor\\\" },\\n  { \\\"id\\\": 63, \\\"name\\\": \\\"laptop\\\" },\\n  { \\\"id\\\": 64, \\\"name\\\": \\\"mouse\\\" },\\n  { \\\"id\\\": 65, \\\"name\\\": \\\"remote\\\" },\\n  { \\\"id\\\": 66, \\\"name\\\": \\\"keyboard\\\" },\\n  { \\\"id\\\": 67, \\\"name\\\": \\\"cell phone\\\" },\\n  { \\\"id\\\": 68, \\\"name\\\": \\\"microwave\\\" },\\n  { \\\"id\\\": 69, \\\"name\\\": \\\"oven\\\" },\\n  { \\\"id\\\": 70, \\\"name\\\": \\\"toaster\\\" },\\n  { \\\"id\\\": 71, \\\"name\\\": \\\"sink\\\" },\\n  { \\\"id\\\": 72, \\\"name\\\": \\\"refrigerator\\\" },\\n  { \\\"id\\\": 73, \\\"name\\\": \\\"book\\\" },\\n  { \\\"id\\\": 74, \\\"name\\\": \\\"clock\\\" },\\n  { \\\"id\\\": 75, \\\"name\\\": \\\"vase\\\" },\\n  { \\\"id\\\": 76, \\\"name\\\": \\\"scissors\\\" },\\n  { \\\"id\\\": 77, \\\"name\\\": \\\"teddy bear\\\" },\\n  { \\\"id\\\": 78, \\\"name\\\": \\\"hair drier\\\" },\\n  { \\\"id\\\": 79, \\\"name\\\": \\\"toothbrush\\\" }\\n]\\n\",\n            \"type\": \"detector\"\n        }\n    },\n    \"spec\": {\n        \"description\": \"YOLO v5 via pytorch hub\",\n        \"handler\": \"main:handler\",\n        \"runtime\": \"python:3.6\",\n        \"resources\": {},\n        \"image\": \"cvat/ultralytics-yolov5:latest\",\n        \"targetCPU\": 75,\n        \"triggers\": {\n            \"myHttpTrigger\": {\n                \"class\": \"\",\n                \"kind\": \"http\",\n                \"name\": \"myHttpTrigger\",\n                \"maxWorkers\": 2,\n                \"workerAvailabilityTimeoutMilliseconds\": 10000,\n                \"attributes\": {\n                    \"maxRequestBodySize\": 33554432\n                }\n            }\n        },\n        \"volumes\": [\n            {\n                \"volume\": {\n                    \"name\": \"volume-1\",\n                    \"hostPath\": {\n                        \"path\": \"/home/yg/work/cvat/serverless/common\"\n                    }\n                },\n                \"volumeMount\": {\n                    \"name\": \"volume-1\",\n                    \"mountPath\": \"/opt/nuclio/common\"\n                }\n            }\n        ],\n        \"build\": {\n            \"image\": \"cvat/ultralytics-yolov5\",\n            \"baseImage\": \"ultralytics/yolov5:latest-cpu\",\n            \"directives\": {\n                \"preCopy\": [\n                    {\n                        \"kind\": \"USER\",\n                        \"value\": \"root\"\n                    },\n                    {\n                        \"kind\": \"RUN\",\n                        \"value\": \"apt update \\u0026\\u0026 apt install --no-install-recommends -y libglib2.0-0\"\n                    },\n                    {\n                        \"kind\": \"WORKDIR\",\n                        \"value\": \"/opt/nuclio\"\n                    }\n                ]\n            },\n            \"codeEntryType\": \"image\",\n            \"timestamp\": 1645153502\n        },\n        \"platform\": {\n            \"attributes\": {\n                \"mountMode\": \"volume\",\n                \"restartPolicy\": {\n                    \"maximumRetryCount\": 3,\n                    \"name\": \"always\"\n                }\n            }\n        },\n        \"readinessTimeoutSeconds\": 60,\n        \"securityContext\": {},\n        \"eventTimeout\": \"30s\"\n    },\n    \"PlatformConfig\": null\n}", "platformConfig": "{\n    \"kind\": \"local\",\n    \"webAdmin\": {\n        \"enabled\": true,\n        \"listenAddress\": \":8081\"\n    },\n    \"healthCheck\": {\n        \"enabled\": true,\n        \"listenAddress\": \":8082\"\n    },\n    \"logger\": {\n        \"sinks\": {\n            \"stdout\": {\n                \"kind\": \"stdout\"\n            }\n        },\n        \"system\": [\n            {\n                \"level\": \"debug\",\n                \"sink\": \"stdout\"\n            }\n        ],\n        \"functions\": [\n            {\n                \"level\": \"debug\",\n                \"sink\": \"stdout\"\n            }\n        ]\n    },\n    \"metrics\": {},\n    \"scaleToZero\": {},\n    \"autoScale\": {},\n    \"cronTriggerCreationMode\": \"processor\",\n    \"ingressConfig\": {},\n    \"kube\": {\n        \"defaultServiceType\": \"ClusterIP\"\n    },\n    \"imageRegistryOverrides\": {}\n}"}
22.02.18 03:05:03.843 cessor.healthcheck.server (I) Listening {"listenAddress": ":8082"}
22.02.18 03:05:03.843            processor.http (D) Creating worker pool {"num": 2}
22.02.18 03:05:03.843 sor.http.w1.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-c87gpnscjqrjg335rio0.sock"}
22.02.18 03:05:03.844 sor.http.w1.python.logger (D) Using Python wrapper script path {"path": "/opt/nuclio/_nuclio_wrapper.py"}
22.02.18 03:05:03.844 sor.http.w1.python.logger (D) Using Python handler {"handler": "main:handler"}
22.02.18 03:05:03.844 sor.http.w1.python.logger (D) Using Python executable {"path": "/usr/bin/python3"}
22.02.18 03:05:03.844 sor.http.w1.python.logger (D) Setting PYTHONPATH {"value": "PYTHONPATH=/opt/nuclio"}
22.02.18 03:05:03.844 sor.http.w1.python.logger (D) Running wrapper {"command": "/usr/bin/python3 -u /opt/nuclio/_nuclio_wrapper.py --handler main:handler --socket-path /tmp/nuclio-rpc-c87gpnscjqrjg335rio0.sock --platform-kind local --namespace nuclio --worker-id 1 --trigger-kind http --trigger-name myHttpTrigger"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-c87gpnscjqrjg335riog.sock"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Using Python wrapper script path {"path": "/opt/nuclio/_nuclio_wrapper.py"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Using Python handler {"handler": "main:handler"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Using Python executable {"path": "/usr/bin/python3"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Setting PYTHONPATH {"value": "PYTHONPATH=/opt/nuclio"}
22.02.18 03:05:03.844 sor.http.w0.python.logger (D) Running wrapper {"command": "/usr/bin/python3 -u /opt/nuclio/_nuclio_wrapper.py --handler main:handler --socket-path /tmp/nuclio-rpc-c87gpnscjqrjg335riog.sock --platform-kind local --namespace nuclio --worker-id 0 --trigger-kind http --trigger-name myHttpTrigger"}
l{"datetime": "2022-02-18 03:05:05,338", "level": "info", "message": "Init context...  0%", "with": {"worker_id": "1"}}
22.02.18 03:05:05.340 sor.http.w1.python.logger (I) Wrapper connected {"wid": 1, "pid": 10}
22.02.18 03:05:05.340 sor.http.w1.python.logger (D) Waiting for start
22.02.18 03:05:05.377 sor.http.w0.python.logger (I) Wrapper connected {"wid": 0, "pid": 11}
22.02.18 03:05:05.377 sor.http.w0.python.logger (D) Waiting for start
l{"datetime": "2022-02-18 03:05:05,377", "level": "info", "message": "Init context...  0%", "with": {"worker_id": "0"}}
l{"datetime": "2022-02-18 03:05:24,719", "level": "error", "message": "Exception raised while running init_context", "with": {"worker_id": "1"}}
l{"datetime": "2022-02-18 03:05:24,739", "level": "error", "message": "Caught unhandled exception while initializing", "with": {"err": "[Errno 104] Connection reset by peer", "traceback": "Traceback (most recent call last):\n  File \"/opt/nuclio/_nuclio_wrapper.py\", line 343, in run_wrapper\n    wrapper_instance = Wrapper(root_logger,\n  File \"/opt/nuclio/_nuclio_wrapper.py\", line 80, in __init__\n    getattr(entrypoint_module, 'init_context')(self._context)\n  File \"/opt/nuclio/main.py\", line 11, in init_context\n    model = torch.hub.load('ultralytics/yolov5', 'yolov5s')  # or yolov5m, yolov5l, yolov5x, custom\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 397, in load\n    repo_or_dir = _get_cache_or_reload(repo_or_dir, force_reload, verbose, skip_validation)\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 165, in _get_cache_or_reload\n    repo_owner, repo_name, branch = _parse_repo_info(github)\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 119, in _parse_repo_info\n    with urlopen(f\"https://github.com/{repo_owner}/{repo_name}/tree/main/\"):\n  File \"/usr/lib/python3.8/urllib/request.py\", line 222, in urlopen\n    return opener.open(url, data, timeout)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 525, in open\n    response = self._open(req, data)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 542, in _open\n    result = self._call_chain(self.handle_open, protocol, protocol +\n  File \"/usr/lib/python3.8/urllib/request.py\", line 502, in _call_chain\n    result = func(*args)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 1397, in https_open\n    return self.do_open(http.client.HTTPSConnection, req,\n  File \"/usr/lib/python3.8/urllib/request.py\", line 1358, in do_open\n    r = h.getresponse()\n  File \"/usr/lib/python3.8/http/client.py\", line 1344, in getresponse\n    response.begin()\n  File \"/usr/lib/python3.8/http/client.py\", line 307, in begin\n    version, status, reason = self._read_status()\n  File \"/usr/lib/python3.8/http/client.py\", line 268, in _read_status\n    line = str(self.fp.readline(_MAXLINE + 1), \"iso-8859-1\")\n  File \"/usr/lib/python3.8/socket.py\", line 669, in readinto\n    return self._sock.recv_into(b)\n  File \"/usr/lib/python3.8/ssl.py\", line 1241, in recv_into\n    return self.read(nbytes, buffer)\n  File \"/usr/lib/python3.8/ssl.py\", line 1099, in read\n    return self._sslobj.read(len, buffer)\nConnectionResetError: [Errno 104] Connection reset by peer\n", "worker_id": "1"}}
22.02.18 03:05:24.739 sor.http.w1.python.logger (W) Failed to read from connection {"err": "EOF"}
22.02.18 03:05:24.871 sor.http.w1.python.logger (E) Unexpected termination of child process {"error": null, "status": "exit status 1"}
panic: Wrapper process for worker 1 exited unexpectedly with: exit status 1

goroutine 22 [running]:
github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).watchWrapperProcess(0xc000270000)
    /nuclio/pkg/processor/runtime/rpc/abstract.go:464 +0x576
created by github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).startWrapper
    /nuclio/pkg/processor/runtime/rpc/abstract.go:236 +0x1b5
22.02.18 03:05:25.331                 processor (I) Starting processor {"version": "Label: 1.5.16, Git commit: ae43a6a560c2bec42d7ccfdf6e8e11a1e3cc3774, OS: linux, Arch: amd64, Go version: go1.14.3"}
22.02.18 03:05:25.331                 processor (D) Read configuration {"config": "{\n    \"metadata\": {\n        \"name\": \"ultralytics-yolov5\",\n        \"namespace\": \"nuclio\",\n        \"labels\": {\n            \"nuclio.io/project-name\": \"cvat\"\n        },\n        \"annotations\": {\n            \"framework\": \"pytorch\",\n            \"name\": \"YOLO v5\",\n            \"spec\": \"[\\n  { \\\"id\\\": 0, \\\"name\\\": \\\"person\\\" },\\n  { \\\"id\\\": 1, \\\"name\\\": \\\"bicycle\\\" },\\n  { \\\"id\\\": 2, \\\"name\\\": \\\"car\\\" },\\n  { \\\"id\\\": 3, \\\"name\\\": \\\"motorbike\\\" },\\n  { \\\"id\\\": 4, \\\"name\\\": \\\"aeroplane\\\" },\\n  { \\\"id\\\": 5, \\\"name\\\": \\\"bus\\\" },\\n  { \\\"id\\\": 6, \\\"name\\\": \\\"train\\\" },\\n  { \\\"id\\\": 7, \\\"name\\\": \\\"truck\\\" },\\n  { \\\"id\\\": 8, \\\"name\\\": \\\"boat\\\" },\\n  { \\\"id\\\": 9, \\\"name\\\": \\\"traffic light\\\" },\\n  { \\\"id\\\": 10, \\\"name\\\": \\\"fire hydrant\\\" },\\n  { \\\"id\\\": 11, \\\"name\\\": \\\"stop sign\\\" },\\n  { \\\"id\\\": 12, \\\"name\\\": \\\"parking meter\\\" },\\n  { \\\"id\\\": 13, \\\"name\\\": \\\"bench\\\" },\\n  { \\\"id\\\": 14, \\\"name\\\": \\\"bird\\\" },\\n  { \\\"id\\\": 15, \\\"name\\\": \\\"cat\\\" },\\n  { \\\"id\\\": 16, \\\"name\\\": \\\"dog\\\" },\\n  { \\\"id\\\": 17, \\\"name\\\": \\\"horse\\\" },\\n  { \\\"id\\\": 18, \\\"name\\\": \\\"sheep\\\" },\\n  { \\\"id\\\": 19, \\\"name\\\": \\\"cow\\\" },\\n  { \\\"id\\\": 20, \\\"name\\\": \\\"elephant\\\" },\\n  { \\\"id\\\": 21, \\\"name\\\": \\\"bear\\\" },\\n  { \\\"id\\\": 22, \\\"name\\\": \\\"zebra\\\" },\\n  { \\\"id\\\": 23, \\\"name\\\": \\\"giraffe\\\" },\\n  { \\\"id\\\": 24, \\\"name\\\": \\\"backpack\\\" },\\n  { \\\"id\\\": 25, \\\"name\\\": \\\"umbrella\\\" },\\n  { \\\"id\\\": 26, \\\"name\\\": \\\"handbag\\\" },\\n  { \\\"id\\\": 27, \\\"name\\\": \\\"tie\\\" },\\n  { \\\"id\\\": 28, \\\"name\\\": \\\"suitcase\\\" },\\n  { \\\"id\\\": 29, \\\"name\\\": \\\"frisbee\\\" },\\n  { \\\"id\\\": 30, \\\"name\\\": \\\"skis\\\" },\\n  { \\\"id\\\": 31, \\\"name\\\": \\\"snowboard\\\" },\\n  { \\\"id\\\": 32, \\\"name\\\": \\\"sports ball\\\" },\\n  { \\\"id\\\": 33, \\\"name\\\": \\\"kite\\\" },\\n  { \\\"id\\\": 34, \\\"name\\\": \\\"baseball bat\\\" },\\n  { \\\"id\\\": 35, \\\"name\\\": \\\"baseball glove\\\" },\\n  { \\\"id\\\": 36, \\\"name\\\": \\\"skateboard\\\" },\\n  { \\\"id\\\": 37, \\\"name\\\": \\\"surfboard\\\" },\\n  { \\\"id\\\": 38, \\\"name\\\": \\\"tennis racket\\\" },\\n  { \\\"id\\\": 39, \\\"name\\\": \\\"bottle\\\" },\\n  { \\\"id\\\": 40, \\\"name\\\": \\\"wine glass\\\" },\\n  { \\\"id\\\": 41, \\\"name\\\": \\\"cup\\\" },\\n  { \\\"id\\\": 42, \\\"name\\\": \\\"fork\\\" },\\n  { \\\"id\\\": 43, \\\"name\\\": \\\"knife\\\" },\\n  { \\\"id\\\": 44, \\\"name\\\": \\\"spoon\\\" },\\n  { \\\"id\\\": 45, \\\"name\\\": \\\"bowl\\\" },\\n  { \\\"id\\\": 46, \\\"name\\\": \\\"banana\\\" },\\n  { \\\"id\\\": 47, \\\"name\\\": \\\"apple\\\" },\\n  { \\\"id\\\": 48, \\\"name\\\": \\\"sandwich\\\" },\\n  { \\\"id\\\": 49, \\\"name\\\": \\\"orange\\\" },\\n  { \\\"id\\\": 50, \\\"name\\\": \\\"broccoli\\\" },\\n  { \\\"id\\\": 51, \\\"name\\\": \\\"carrot\\\" },\\n  { \\\"id\\\": 52, \\\"name\\\": \\\"hot dog\\\" },\\n  { \\\"id\\\": 53, \\\"name\\\": \\\"pizza\\\" },\\n  { \\\"id\\\": 54, \\\"name\\\": \\\"donut\\\" },\\n  { \\\"id\\\": 55, \\\"name\\\": \\\"cake\\\" },\\n  { \\\"id\\\": 56, \\\"name\\\": \\\"chair\\\" },\\n  { \\\"id\\\": 57, \\\"name\\\": \\\"sofa\\\" },\\n  { \\\"id\\\": 58, \\\"name\\\": \\\"pottedplant\\\" },\\n  { \\\"id\\\": 59, \\\"name\\\": \\\"bed\\\" },\\n  { \\\"id\\\": 60, \\\"name\\\": \\\"diningtable\\\" },\\n  { \\\"id\\\": 61, \\\"name\\\": \\\"toilet\\\" },\\n  { \\\"id\\\": 62, \\\"name\\\": \\\"tvmonitor\\\" },\\n  { \\\"id\\\": 63, \\\"name\\\": \\\"laptop\\\" },\\n  { \\\"id\\\": 64, \\\"name\\\": \\\"mouse\\\" },\\n  { \\\"id\\\": 65, \\\"name\\\": \\\"remote\\\" },\\n  { \\\"id\\\": 66, \\\"name\\\": \\\"keyboard\\\" },\\n  { \\\"id\\\": 67, \\\"name\\\": \\\"cell phone\\\" },\\n  { \\\"id\\\": 68, \\\"name\\\": \\\"microwave\\\" },\\n  { \\\"id\\\": 69, \\\"name\\\": \\\"oven\\\" },\\n  { \\\"id\\\": 70, \\\"name\\\": \\\"toaster\\\" },\\n  { \\\"id\\\": 71, \\\"name\\\": \\\"sink\\\" },\\n  { \\\"id\\\": 72, \\\"name\\\": \\\"refrigerator\\\" },\\n  { \\\"id\\\": 73, \\\"name\\\": \\\"book\\\" },\\n  { \\\"id\\\": 74, \\\"name\\\": \\\"clock\\\" },\\n  { \\\"id\\\": 75, \\\"name\\\": \\\"vase\\\" },\\n  { \\\"id\\\": 76, \\\"name\\\": \\\"scissors\\\" },\\n  { \\\"id\\\": 77, \\\"name\\\": \\\"teddy bear\\\" },\\n  { \\\"id\\\": 78, \\\"name\\\": \\\"hair drier\\\" },\\n  { \\\"id\\\": 79, \\\"name\\\": \\\"toothbrush\\\" }\\n]\\n\",\n            \"type\": \"detector\"\n        }\n    },\n    \"spec\": {\n        \"description\": \"YOLO v5 via pytorch hub\",\n        \"handler\": \"main:handler\",\n        \"runtime\": \"python:3.6\",\n        \"resources\": {},\n        \"image\": \"cvat/ultralytics-yolov5:latest\",\n        \"targetCPU\": 75,\n        \"triggers\": {\n            \"myHttpTrigger\": {\n                \"class\": \"\",\n                \"kind\": \"http\",\n                \"name\": \"myHttpTrigger\",\n                \"maxWorkers\": 2,\n                \"workerAvailabilityTimeoutMilliseconds\": 10000,\n                \"attributes\": {\n                    \"maxRequestBodySize\": 33554432\n                }\n            }\n        },\n        \"volumes\": [\n            {\n                \"volume\": {\n                    \"name\": \"volume-1\",\n                    \"hostPath\": {\n                        \"path\": \"/home/yg/work/cvat/serverless/common\"\n                    }\n                },\n                \"volumeMount\": {\n                    \"name\": \"volume-1\",\n                    \"mountPath\": \"/opt/nuclio/common\"\n                }\n            }\n        ],\n        \"build\": {\n            \"image\": \"cvat/ultralytics-yolov5\",\n            \"baseImage\": \"ultralytics/yolov5:latest-cpu\",\n            \"directives\": {\n                \"preCopy\": [\n                    {\n                        \"kind\": \"USER\",\n                        \"value\": \"root\"\n                    },\n                    {\n                        \"kind\": \"RUN\",\n                        \"value\": \"apt update \\u0026\\u0026 apt install --no-install-recommends -y libglib2.0-0\"\n                    },\n                    {\n                        \"kind\": \"WORKDIR\",\n                        \"value\": \"/opt/nuclio\"\n                    }\n                ]\n            },\n            \"codeEntryType\": \"image\",\n            \"timestamp\": 1645153502\n        },\n        \"platform\": {\n            \"attributes\": {\n                \"mountMode\": \"volume\",\n                \"restartPolicy\": {\n                    \"maximumRetryCount\": 3,\n                    \"name\": \"always\"\n                }\n            }\n        },\n        \"readinessTimeoutSeconds\": 60,\n        \"securityContext\": {},\n        \"eventTimeout\": \"30s\"\n    },\n    \"PlatformConfig\": null\n}", "platformConfig": "{\n    \"kind\": \"local\",\n    \"webAdmin\": {\n        \"enabled\": true,\n        \"listenAddress\": \":8081\"\n    },\n    \"healthCheck\": {\n        \"enabled\": true,\n        \"listenAddress\": \":8082\"\n    },\n    \"logger\": {\n        \"sinks\": {\n            \"stdout\": {\n                \"kind\": \"stdout\"\n            }\n        },\n        \"system\": [\n            {\n                \"level\": \"debug\",\n                \"sink\": \"stdout\"\n            }\n        ],\n        \"functions\": [\n            {\n                \"level\": \"debug\",\n                \"sink\": \"stdout\"\n            }\n        ]\n    },\n    \"metrics\": {},\n    \"scaleToZero\": {},\n    \"autoScale\": {},\n    \"cronTriggerCreationMode\": \"processor\",\n    \"ingressConfig\": {},\n    \"kube\": {\n        \"defaultServiceType\": \"ClusterIP\"\n    },\n    \"imageRegistryOverrides\": {}\n}"}
22.02.18 03:05:25.331 cessor.healthcheck.server (I) Listening {"listenAddress": ":8082"}
22.02.18 03:05:25.331            processor.http (D) Creating worker pool {"num": 2}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-c87gptccjqrjg32q7kf0.sock"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-c87gptccjqrjg32q7kfg.sock"}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Using Python wrapper script path {"path": "/opt/nuclio/_nuclio_wrapper.py"}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Using Python handler {"handler": "main:handler"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Using Python wrapper script path {"path": "/opt/nuclio/_nuclio_wrapper.py"}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Using Python executable {"path": "/usr/bin/python3"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Using Python handler {"handler": "main:handler"}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Setting PYTHONPATH {"value": "PYTHONPATH=/opt/nuclio"}
22.02.18 03:05:25.331 sor.http.w1.python.logger (D) Running wrapper {"command": "/usr/bin/python3 -u /opt/nuclio/_nuclio_wrapper.py --handler main:handler --socket-path /tmp/nuclio-rpc-c87gptccjqrjg32q7kf0.sock --platform-kind local --namespace nuclio --worker-id 1 --trigger-kind http --trigger-name myHttpTrigger"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Using Python executable {"path": "/usr/bin/python3"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Setting PYTHONPATH {"value": "PYTHONPATH=/opt/nuclio"}
22.02.18 03:05:25.331 sor.http.w0.python.logger (D) Running wrapper {"command": "/usr/bin/python3 -u /opt/nuclio/_nuclio_wrapper.py --handler main:handler --socket-path /tmp/nuclio-rpc-c87gptccjqrjg32q7kfg.sock --platform-kind local --namespace nuclio --worker-id 0 --trigger-kind http --trigger-name myHttpTrigger"}
22.02.18 03:05:26.590 sor.http.w0.python.logger (I) Wrapper connected {"wid": 0, "pid": 13}
22.02.18 03:05:26.591 sor.http.w0.python.logger (D) Waiting for start
l{"datetime": "2022-02-18 03:05:26,591", "level": "info", "message": "Init context...  0%", "with": {"worker_id": "0"}}
22.02.18 03:05:26.634 sor.http.w1.python.logger (I) Wrapper connected {"wid": 1, "pid": 12}
l{"datetime": "2022-02-18 03:05:26,634", "level": "info", "message": "Init context...  0%", "with": {"worker_id": "1"}}
22.02.18 03:05:26.634 sor.http.w1.python.logger (D) Waiting for start
Downloading: "https://github.com/ultralytics/yolov5/archive/master.zip" to /root/.cache/torch/hub/master.zip
Downloading: "https://github.com/ultralytics/yolov5/archive/master.zip" to /root/.cache/torch/hub/master.zip
nmanovic commented 2 years ago

@yaoguang97 ,

From your logs I see that model = torch.hub.load('ultralytics/yolov5', 'yolov5s') leads to an exception. It tries to download the model locally and cannot. Please check your network settings.

l{"datetime": "2022-02-18 03:05:24,739", "level": "error", "message": "Caught unhandled exception while initializing", "with": {"err": "[Errno 104] Connection reset by peer", "traceback": "Traceback (most recent call last):\n  File \"/opt/nuclio/_nuclio_wrapper.py\", line 343, in run_wrapper\n    wrapper_instance = Wrapper(root_logger,\n  File \"/opt/nuclio/_nuclio_wrapper.py\", line 80, in __init__\n    getattr(entrypoint_module, 'init_context')(self._context)\n  File \"/opt/nuclio/main.py\", line 11, in init_context\n    model = torch.hub.load('ultralytics/yolov5', 'yolov5s')  # or yolov5m, yolov5l, yolov5x, custom\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 397, in load\n    repo_or_dir = _get_cache_or_reload(repo_or_dir, force_reload, verbose, skip_validation)\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 165, in _get_cache_or_reload\n    repo_owner, repo_name, branch = _parse_repo_info(github)\n  File \"/usr/local/lib/python3.8/dist-packages/torch/hub.py\", line 119, in _parse_repo_info\n    with urlopen(f\"https://github.com/{repo_owner}/{repo_name}/tree/main/\"):\n  File \"/usr/lib/python3.8/urllib/request.py\", line 222, in urlopen\n    return opener.open(url, data, timeout)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 525, in open\n    response = self._open(req, data)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 542, in _open\n    result = self._call_chain(self.handle_open, protocol, protocol +\n  File \"/usr/lib/python3.8/urllib/request.py\", line 502, in _call_chain\n    result = func(*args)\n  File \"/usr/lib/python3.8/urllib/request.py\", line 1397, in https_open\n    return self.do_open(http.client.HTTPSConnection, req,\n  File \"/usr/lib/python3.8/urllib/request.py\", line 1358, in do_open\n    r = h.getresponse()\n  File \"/usr/lib/python3.8/http/client.py\", line 1344, in getresponse\n    response.begin()\n  File \"/usr/lib/python3.8/http/client.py\", line 307, in begin\n    version, status, reason = self._read_status()\n  File \"/usr/lib/python3.8/http/client.py\", line 268, in _read_status\n    line = str(self.fp.readline(_MAXLINE + 1), \"iso-8859-1\")\n  File \"/usr/lib/python3.8/socket.py\", line 669, in readinto\n    return self._sock.recv_into(b)\n  File \"/usr/lib/python3.8/ssl.py\", line 1241, in recv_into\n    return self.read(nbytes, buffer)\n  File \"/usr/lib/python3.8/ssl.py\", line 1099, in read\n    return self._sslobj.read(len, buffer)\nConnectionResetError: [Errno 104] Connection reset by peer\n", "worker_id": "1"}}
22.02.18 03:05:24.739 sor.http.w1.python.logger (W) Failed to read from connection {"err": "EOF"}
maecky commented 2 years ago

Any progress on this? For me, it fails as well. Network connection is OK.

yesid-acm commented 2 years ago

Help for that @nmanovic

nmanovic commented 2 years ago

@yasakova-anastasia , could you please provide the current status?

AhmedEmadEldinHussin commented 1 year ago

i have the same problem did some one fix it