kalyc commented on a change in pull request #13145: Add documentation on GPU performance on Quantization example URL: https://github.com/apache/incubator-mxnet/pull/13145#discussion_r231623983
########## File path: example/quantization/README.md ########## @@ -320,4 +320,6 @@ the console to run model quantization for a specific configuration. - `launch_inference.sh` This is a shell script that calculate the accuracies of all the quantized models generated by invoking `launch_quantize.sh`. -**NOTE**: This example has only been tested on Linux systems. \ No newline at end of file +**NOTE**: +- This example has only been tested on Linux systems. +- Performance is expected to decrease with GPU as the params. The purpose of the quantization implementation is to minimize accuracy loss when converting FP32 models to INT8. MXNet community is working on improving the performance. Review comment: Updated ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected] With regards, Apache Git Services
