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Initial implementation of gpu_embedding. #2114

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zoranjovanovic-ns
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New gpu mid level API is not intended for large embedding table lookup.
Embedding tables will be replicated across devices rather than sharding across them.

@zoranjovanovic-ns
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The second part of the changes are in:
https://github.com/zoranjovanovic-ns/recommenders
branch name is: gpu_embeddings

@i-chaochen
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i-chaochen commented May 30, 2023

@zoranjovanovic-ns it seems failed at cpu test //tensorflow/tools/api/tests:api_compatibility_test

You need to check and reproduce it in your local.
http://ml-ci.amd.com:21096/job/tensorflow/job/github-prs-rocmfork-develop-upstream/job/rocm-latest-ubuntu-cpu/1352/consoleFull

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@jayfurmanek
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retest code-check please

@jayfurmanek
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retest cpu-non-pip please
retest gpu-pycpp please

@zoranjovanovic-ns
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retest code-check please

I am running the tests locally, as soon as it pass I will retest everything.

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LGTM

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3 participants