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[KV Cache Interface] Text Generation & Decoder Engine Implementation #1089

Merged
merged 101 commits into from
Jun 28, 2023
Merged

[KV Cache Interface] Text Generation & Decoder Engine Implementation #1089

merged 101 commits into from
Jun 28, 2023

Commits on Jun 5, 2023

  1. initial commit

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  2. Update src/deepsparse/license.py

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Commits on Jun 6, 2023

  1. Merge branch 'main' into feature/damian/do_not_save_to_tmp

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Commits on Jun 7, 2023

  1. Merge branch 'main' into feature/damian/do_not_save_to_tmp

    @dbogunowicz
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  2. limit to 150mb

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  3. ready to review

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Commits on Jun 8, 2023

  1. initial commit

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  2. [Codegen][ORT][Static Seq Length] TextGenerationPipeline (#946) 

    * initial commit

* coreys simplifications

* finishing the second model static

* ready, time for beautification

* ready for review

* moved the code to examples

* fix eos logic

* add argument num_tokens_to_generate
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  3. [CodeGen][Documentation] (#956) 

    * initial commit

* coreys simplifications

* finishing the second model static

* ready, time for beautification

* ready for review

* moved the code to examples

* fix eos logic

* add argument num_tokens_to_generate

* initial commit

* change order

* Update examples/codegen/README.md

Co-authored-by: corey-nm <109536191+corey-nm@users.noreply.github.com>

---------

Co-authored-by: corey-nm <109536191+corey-nm@users.noreply.github.com>
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  4. reimplementation for generative pipelines

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  5. restore text generation from examples

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  6. [CodeGen] ONNX model loading to support >2Gb models / two engines (#991)

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  7. refactor sucessfull

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  8. Pipeline fully refactored, time to test engine support. Note: Sliding… 

    … window not yet implemented!
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  9. First iteration with Sage

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  10. Apply suggestions from code review

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  11. ORT agrees with the Engine. But they both give not entirely correct r… 

    …esult. Hey, this is good news still
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  12. dynamic ORT vs static DS

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  13. pipeline handles OPT multitoken pass

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  14. fixes to get static pipeline a little further along

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  15. adjust shapes and slicing to enable static autoregressive pass - ISSU… 

    …E: tokens past the base seq len are repeated
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  16. migrate from cache_length to positions input

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  17. got if working for multitoken + single token scenario

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  18. cleanup the pipeline

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  19. further cleanup post merge

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  20. Pipeline working for single-token inference only

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  21. do not load the onnx model with external files twice

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  22. pipeline never redundantly saves the external data + more robust toke… 

    …nizer
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  23. Stop saving tmp files, otherwise the engine looks for external files … 

    …in the wrong place
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  24. Left pad support

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  25. cleanup

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  26. cleanup2

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  27. Add in pipeline timing

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  28. add in force tokens logic

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  29. remove input validation for text generation pipelines

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  30. remove multitoken support for now

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  31. remove kv cache engine and other fixes

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  32. nest input shape override

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  33. comment out input shape override

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  34. add non batch override for ORT

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Commits on Jun 9, 2023

  1. clean up generation pipeline

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Commits on Jun 11, 2023

  1. Merge branch 'main' into feature/damian/do_not_save_to_tmp

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Commits on Jun 13, 2023

  1. initial commit

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  2. Update src/deepsparse/license.py

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  3. limit to 150mb

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  4. ready to review

    @dbogunowicz
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  5. fix the erronous Makefile

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  6. Merge branch 'feature/damian/do_not_save_to_tmp' of https://github.co… 

    …m/neuralmagic/deepsparse into feature/damian/do_not_save_to_tmp
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  7. perhaps fixed GHA

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  8. take into consideration that GHA creates four files

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  9. initial commit

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  10. Merge remote-tracking branch 'origin/feature/damian/do_not_save_to_tm… 

    …p' into feature/damian/codegen_pipeline_clean
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  11. tested with actual model

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  12. remove val_inp argument

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  13. Update README.md

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  14. Apply suggestions from code review

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  15. Update README.md

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  16. Merge branch 'main' into feature/damian/codegen_pipeline_clean

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Commits on Jun 14, 2023

  1. Merge branch 'main' into feature/damian/codegen_pipeline_clean

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Commits on Jun 16, 2023

  1. Merge branch 'main' into feature/damian/codegen_pipeline_clean

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Commits on Jun 21, 2023

  1. initial implementation

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  2. initial implementation

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  3. Revert "initial implementation" 

    This reverts commit 765a5f7.
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  4. rebase

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  5. add tests

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  6. Merge branch 'feature/damian/codegen_pipeline_clean' of https://githu… 

    …b.com/neuralmagic/deepsparse into feature/damian/codegen_pipeline_clean
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  7. strip down complexity out of text generation pipeline

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Commits on Jun 22, 2023

  1. Merge branch 'feature/damian/fb_kv_cache' into feature/damian/kv_cach… 

    …e_ort
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  2. Merge branch 'feature/damian/kv_cache_ort' into feature/damian/decode… 

    …r_kv_cache
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  3. initial implementation

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  4. Merge branch 'feature/damian/decoder_kv_cache' into feature/damian/de… 

    …coder_engine
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  5. In a good state for the review on 22.06

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  6. remove files to make review easier

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  7. Revert "remove files to make review easier" 

    This reverts commit ea82e99.
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  8. Merge DecoderKVCache with KVCacheORT (KVCacheORT will not exist, it i… 

    …s just an abstraction)

* rebase

* add tests
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  9. Delete decoder_kv_cache.py

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  10. Delete test_decoder_kv_cache.py

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  11. DecoderKVCache that manipulates cache state and additionally passes i… 

    …nfo to the engine via KVCache object
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Commits on Jun 23, 2023

  1. merge the functionalities of the engine and the decoder

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  2. fix formatting of the transformers/utils/__init__.py

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Commits on Jun 26, 2023

  1. improvements after the sync with Mark

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  2. Merge branch 'feature/damian/fb_kv_cache' into feature/damian/kv_cach… 

    …e_ort
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  3. Merge remote-tracking branch 'origin/feature/damian/kv_cache_ort' int… 

    …o feature/damian/decoder_engine
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  4. All changes applied, time for testing

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  5. Merge remote-tracking branch 'origin/feature/damian/kv_cache_ort' int… 

    …o feature/damian/decoder_engine
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  6. Scaffolding to also run multitoken

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  7. add delay_overwriting_inputs

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Commits on Jun 27, 2023

  1. multitoken is working (although in limited capacity)

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  2. fix no kv cache inference

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  3. Do not create engine if not needed

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  4. remove the prefill option

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  5. fix docstring

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  6. remove prefill

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  7. fix the computation of total cache capacity

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  8. Merge remote-tracking branch 'origin/feature/damian/kv_cache_ort' int… 

    …o feature/damian/decoder_engine
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  9. merge

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  10. Merge branch 'feature/damian/fb_kv_cache' into feature/damian/kv_cach… 

    …e_ort
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  11. Merge branch 'feature/damian/kv_cache_ort' into feature/damian/decode… 

    …r_engine
    @dbogunowicz
    dbogunowicz committed Jun 27, 2023
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Commits on Jun 28, 2023

  1. addressed PR comments

    @dbogunowicz
    dbogunowicz committed Jun 28, 2023
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  2. merge

    @dbogunowicz
    dbogunowicz committed Jun 28, 2023
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  3. quality

    @dbogunowicz
    dbogunowicz committed Jun 28, 2023
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