Added TRT config for inference #1907
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Signed-off-by: Boris Fomitchev <[email protected]>
Signed-off-by: Boris Fomitchev <[email protected]>
| "device": "cuda", | ||
| "controlnet": "$trt_compile(@controlnet_def.to(@device), @trained_controlnet_path, @c_trt_args)", | ||
| "diffusion_unet": "$trt_compile(@diffusion_unet_def.to(@device), @trained_diffusion_path)", | ||
| "mask_generation_diffusion": "$trt_compile(@mask_generation_diffusion_def.to(@device), @trained_mask_generation_diffusion_path)" |
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Hi @borisfom , thanks for the changes.
Can I confirm if mask_generation_diffusion supports TRT? Should we also modify https://github.com/Project-MONAI/model-zoo/blob/dev/models/maisi_ct_generative/configs/inference_trt.json ?
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Well mask_generation_diffusion was never called - it probably is TRT compliant, but never tested.
No need to modify current model-zoo config until we have a config that engages this component.
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@yiheng-wang-nv : can we gat back to it ? |
yiheng-wang-nv
approved these changes
Jan 14, 2025
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Thanks @borisfom . Could you add one line in README to show that how to run inference with TRT? Then we can merge
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Description
Added TRT config for MAISI and the extension of the inference script to handle extra config file.
Note: autoencoder.decoder currently cannot be exported to TRT (crashes during engine generation).
It does not seem to take a big part of the whole run anyway.