INVALID_ARGUMENT : unsupported conv activation mode "LeakyRelu"

[baishouwujianfei]

Describe the issue

hello, I encountered an error while using onnxruntime-gpu to start the model service through CUDA: onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Exception during initialization: D:\a\_work\1\s\onnxruntime\contrib_ops\cuda\fused_conv.cc:19 onnxruntime::contrib::cuda::FusedConv<float>::FusedConv [ONNXRuntimeError] : 2 : INVALID_ARGUMENT : unsupported conv activation mode "LeakyRelu". The model runs normally when switched to the CPU with other parameters unchanged. How can I resolve this issue?

To reproduce

none

Urgency

general

Platform

Windows

OS Version

win 11

ONNX Runtime Installation

Built from Source

ONNX Runtime Version or Commit ID

onnxruntime-gpu 1.19.2

ONNX Runtime API

Python

Architecture

X64

Execution Provider

CUDA

Execution Provider Library Version

CUDA12.2

[skottmckay]

Seems like a bug in the Conv fusion optimizer. If the CUDA EP doesn't support LeakyRelu the optimizer shouldn't fuse the Conv and LeakyRelu if they're assigned to the CUDA EP.