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Warning "force fallback to CPU execution for node: gather_191" in onnxruntime GPU 1.7
2022-04-23 07:28:00 【wujpbb7】
Use onnxruntime-gpu( abbreviation ORT)1.7 infer onnx The following warnings appear when modeling ,
2021-12-01 15:50:30.792327215 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Gather_191
2021-12-01 15:50:30.792374122 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Unsqueeze_363
2021-12-01 15:50:30.792386144 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Gather_188
2021-12-01 15:50:30.792413728 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Unsqueeze_362
2021-12-01 15:50:30.792442104 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Gather_182
2021-12-01 15:50:30.792453046 [W:onnxruntime:Default, fallback_cpu_capability.cc:135 GetCpuPreferredNodes] Force fallback to CPU execution for node: Unsqueeze_361
ORT choice cpu To do , Because of this operation be relative to cuda stay CPU Higher efficiency in production .
Reference resources :Force fallback to CPU execution for Gather, Unsqueeze, Concat nodes - onnxruntime-gpu 1.7.0, opset 12 and 13 #7792
upgrade ORT To 1.8, There was an inexplicable mistake :
[E:onnxruntime:, sequential_executor.cc:339 Execute] Non-zero status code returned while running Conv node. Name:'Conv_2' Status Message: /onnxruntime_src/onnxruntime/core/framework/bfc_arena.cc:330 void* onnxruntime::BFCArena::AllocateRawInternal(size_t, bool) Failed to allocate memory for requested buffer of size 409856
Upgrade to 1.9, That's fine .
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