模型注册表Azure - onnxruntime.capi.onnxruntime_pybind11_state.NoSuchFile：[ONNXRuntimeError]：3: NO_SUCHFILE

Question

我正在尝试从azure注册表加载onnx模型，但它无法找到该模式。我所犯的错误如下-

错误

"/opt/miniconda/envs/amlenv/lib/python3.7/site-packages/azureml_inference_server_http/server/aml_blueprint.py"，2021-12-01 11:06:44,182

root \ File 遇到异常跟踪(最近一次调用)： main.init()文件行201，在寄存器main.init()文件main.init行11，在init会话=onnxruntime.InferenceSession(模型)文件"/opt/miniconda/envs/amlenv/lib/python3.7/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py"，行206中，在init self._create_inference_session(providers，provider_options) File "/opt/miniconda/envs/amlenv/lib/python3.7/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py"，line 226中，在_create_inference_session sess = C.InferenceSession(session_options，self._model_path，onnxruntime.capi.onnxruntime_pybind11_state.NoSuchFile: ONNXRuntimeError :3: NO_SUCHFILE :从mnist.onnx加载模型失败: Load model mnist.onnx失败。文件不存在

我的INIT函数在score.py中如下所示

def init():
    global session
    model = "mnist.onnx"
    session = onnxruntime.InferenceSession(model)

注册表中的模型如下所示

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Answer 1

我找到了解决方案，路径如下- "/var/azureml-app/azureml-models/mnist/1/mnist.onnx“