Open ShuaiShao93 opened 4 months ago
Description When using ORT-TRT backend on GPU, the CPU memory usage is as high as the usage when we use CPU inference.
Triton Information What version of Triton are you using? 2.45.0
Are you using the Triton container or did you build it yourself? container
To Reproduce
Expected behavior The CPU memory usage should be very low when model uses ORT-TRT backend on GPU
A similar issue was reported before: https://github.com/triton-inference-server/server/issues/5392
Description When using ORT-TRT backend on GPU, the CPU memory usage is as high as the usage when we use CPU inference.
Triton Information What version of Triton are you using? 2.45.0
Are you using the Triton container or did you build it yourself? container
To Reproduce
Expected behavior The CPU memory usage should be very low when model uses ORT-TRT backend on GPU