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.

[baishouwujianfei]

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.

"Thank you for your reply. How can I avoid this bug, or should I wait for a fix?"