locally call train interface failed in cog-sdxl
- use cog-sdxl in https://github.com/replicate/cog-sdxl
- run cog build to generage docker image
- run docker locally use gpu
- call the train interface usr curl
curl -X 'POST' \
'http://10.60.0.43:5000/trainings' \
-H 'accept: application/json' \
-H 'Content-Type: application/json' \
-d '{
"input": {
"input_images": "https://github.com/replicate/cog-sdxl/blob/main/example_datasets/zeke.zip"
}
}'
always got Internal Server Errorl When I check the server log ,I got this error:
{
"logger": "uvicorn.error",
"timestamp": "2024-07-16T11:25:07.341402Z",
"exception": "Traceback (most recent call last):\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/uvicorn/protocols/http/httptools_impl.py\", line 399, in run_asgi\n result = await app( # type: ignore[func-returns-value]\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/uvicorn/middleware/proxy_headers.py\", line 70, in __call__\n return await self.app(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/fastapi/applications.py\", line 284, in __call__\n await super().__call__(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/applications.py\", line 122, in __call__\n await self.middleware_stack(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/middleware/errors.py\", line 184, in __call__\n raise exc\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/middleware/errors.py\", line 162, in __call__\n await self.app(scope, receive, _send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/middleware/exceptions.py\", line 79, in __call__\n raise exc\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/middleware/exceptions.py\", line 68, in __call__\n await self.app(scope, receive, sender)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/fastapi/middleware/asyncexitstack.py\", line 20, in __call__\n raise e\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/fastapi/middleware/asyncexitstack.py\", line 17, in __call__\n await self.app(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/routing.py\", line 718, in __call__\n await route.handle(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/routing.py\", line 276, in handle\n await self.app(scope, receive, send)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/starlette/routing.py\", line 66, in app\n response = await func(request)\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/fastapi/routing.py\", line 259, in app\n content = await serialize_response(\n File \"/root/.pyenv/versions/3.9.19/lib/python3.9/site-packages/fastapi/routing.py\", line 145, in serialize_response\n raise ValidationError(errors, field.type_)\npydantic.error_wrappers.ValidationError: 1 validation error for TrainingResponse\nresponse\n value is not a valid dict (type=type_error.dict)",
"severity": "ERROR",
"message": "Exception in ASGI application\n"
}
I also tried to trace the call stack, but I couldn't identify the cause of the issue.
the cog version is 0.9.8
I alse tried the simplest train exapmles(hello-train) in https://github.com/replicate/cog-examples.git
And I got the same exception and Traceback
Can someone help me with this issue, or could you tell me how to correctly call the training function locally?
Hy any luck on this one? I faced same issue @sinopec
same issue 'response_model=TrainingResponse' in http.py set to 'response_model=None' can skip this issue ?