Improve the TFTRT optimization path #1880
Merged
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Not running CI as the changes to this file will not show impact right away...
I am not authenticated to push to the tensorflow repository. Filing here to collect reviews.
However, there is still the matter of some ops not getting recognized as TF-TRT Candidates for optimization purposes, but are included when the network is converted outside triton. I am waiting for TFTRT team response to understand the same.These changes fix the problem. I was missing one of the libraries in container. These changes improve the performance of optimized TRTEngine by 25% as seen on
resent_v1_50_savedmodel
.Before
After (Identical behaviour with outside triton)