guest2180 commented on issue #19887: URL: https://github.com/apache/tvm/issues/19887#issuecomment-4978365695
@tlopex I tested the new patch, and it looks excellent. YOLO-style subgraphs can now be fully offloaded, and the initial latency numbers are comparable to native TensorRT. I then tried a point-cloud model and found that it is still some distance away from full-graph offload, so I prepared these two additional patches. They include new operator support, onnx changes, runtime changes, and added unit tests. Please feel free to evaluate the risks and merge the changes if they look reasonable. I also attached the script I used to run the point-cloud model. I do not have other suitable models on hand for further testing right now, so I do not have more feedback beyond this. [byoc_relax_correctness_full_offload.patch](https://github.com/user-attachments/files/30040189/byoc_relax_correctness_full_offload.patch) [tensorrt_runtime_stability_cache.patch](https://github.com/user-attachments/files/30040184/tensorrt_runtime_stability_cache.patch) [test_pointpillars.py](https://github.com/user-attachments/files/30040194/test_pointpillars.py) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
