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Add support for Numba FP16 RNNT Loss #6991

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merged 21 commits into from
Jul 12, 2023
Merged

Commits on Jul 7, 2023

  1. Force working space memory to always be in fp32

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  2. Add support for fp16 testing in Numba

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  3. Add support for fp16 testing in Numba

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  4. Add support for fp16 testing in Numba

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  5. Fix cost calculation by upcasting to fp32

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  6. Fix cost calculation by upcasting to fp32

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  7. Add support to check if numba fp16 is available

    Signed-off-by: smajumdar <[email protected]>
    sam1373 authored and titu1994 committed Jul 7, 2023
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  8. add RNN-T loss implemented by PyTorch and test code (NVIDIA#5312)

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  9. Multiblank Transducer (NVIDIA#5527)

    * multi-blank transducers
    
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    * one line bug fix
    
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    * change interface of RNNTDecoding class to extract num-extra-output from joint instead of constructor
    
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    3 people authored and titu1994 committed Jul 7, 2023
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  10. Default RNNT loss to int64 targets (NVIDIA#6011)

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  11. Rebase

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    titu1994 committed Jul 7, 2023
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  12. Begin refactoring tests

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    titu1994 committed Jul 7, 2023
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  13. Pass all tests for RNNT numba loss

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  14. Pass all tests for RNNT numba loss

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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  15. Remove print

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    titu1994 committed Jul 7, 2023
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  16. Fix test for version

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  18. Revert bad merges

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  19. Revert bad merges

    Signed-off-by: smajumdar <[email protected]>
    titu1994 committed Jul 7, 2023
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Commits on Jul 11, 2023

  1. Address comments

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    titu1994 committed Jul 11, 2023
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Commits on Jul 12, 2023

  1. Remove wrong file

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    titu1994 committed Jul 12, 2023
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