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External Data Cherry Pick #467

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wants to merge 25 commits into from
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External Data Cherry Pick #467

wants to merge 25 commits into from

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Satrat
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@Satrat Satrat commented Feb 23, 2024

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dbogunowicz and others added 25 commits January 24, 2024 17:12
* `RegistryMixin` improved alias management (#404)

* initial commit

* add docstrings

* simplify

* hardening

* refactor

* format registry lookup strings to be lowercases

* standardise aliases

* Move evaluator registry (#411)

* More control over external data size (#412)

---------

Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
* add support for benchmark.yaml

recent zoo models use `benchmark.yaml` instead of `benchmarks.yaml`. adding this additional pathway so `benchmark.yaml` is downloaded in the bulk model download

* update files filter

* fix tests

---------

Co-authored-by: dbogunowicz <damian@neuralmagic.com>
* Add analyze to init

* Move onnxruntime to deps

* Print model analysis (#423)

* [model.download] fix function returning nothing (#420)

* [BugFix] Path not expanded (#418)

* print model-analysis

* [Fix] Allow for processing Path in the sparsezoo analysis (#417)

* add print statement at the end of cli run

---------





* Omit scalar weight (#424)

* ommit scalar weights:

* remove unwanted files

* comment

* Update src/sparsezoo/utils/onnx/analysis.py



---------



---------

Co-authored-by: George <george@neuralmagic.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>
Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>
* Download deployment dir for llms

* Use path instead of download
…437) (#438)

* fix analyze to work with larger models

* update for failing tests; add comments

* Update src/sparsezoo/utils/onnx/external_data.py



---------

Co-authored-by: Dipika Sikka <dipikasikka1@gmail.coom>
Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>
* chunk download, break down into 10

* lint

* threads download

* draft

* chunk download draft

* job based download and combining/deleteing chunks

* delete old code

* lint

* fix num jobs if file_size is less than the chunk size

* doc string and return types

* test

* lint
Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>
)

* fix equivalent changes made to analyze_v2 such that inference session works for llms; update wanrings to be debug printouts

* typo
on runtime, to avoid serialization issues
* `RegistryMixin` improved alias management (#404)

* initial commit

* add docstrings

* simplify

* hardening

* refactor

* format registry lookup strings to be lowercases

* standardise aliases

* Move evaluator registry (#411)

* More control over external data size (#412)

* When splitting external data, avoid renaming `model.data` to `model.data.1` if only one external data file gets eventually saved (#414)

* [model.download] fix function returning nothing (#420)

* [BugFix] Path not expanded (#418)

* [Fix] Allow for processing Path in the sparsezoo analysis (#417)

* Raise TypeError instead of ValueError (#426)

* Fix misleading docstring (#416)

Add test

* add support for benchmark.yaml (#415)

* add support for benchmark.yaml

recent zoo models use `benchmark.yaml` instead of `benchmarks.yaml`. adding this additional pathway so `benchmark.yaml` is downloaded in the bulk model download

* update files filter

* fix tests

---------

Co-authored-by: dbogunowicz <damian@neuralmagic.com>

* [BugFix] Add analyze to init (#421)

* Add analyze to init

* Move onnxruntime to deps

* Print model analysis (#423)

* [model.download] fix function returning nothing (#420)

* [BugFix] Path not expanded (#418)

* print model-analysis

* [Fix] Allow for processing Path in the sparsezoo analysis (#417)

* add print statement at the end of cli run

---------

Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>

* Omit scalar weight (#424)

* ommit scalar weights:

* remove unwanted files

* comment

* Update src/sparsezoo/utils/onnx/analysis.py

Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>

---------

Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>

---------

Co-authored-by: George <george@neuralmagic.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>
Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>

* update analyze help message for correctness (#432)

* initial commit (#430)

* [sparsezoo.analyze] Fix pathway such that it works for larger models (#437)

* fix analyze to work with larger models

* update for failing tests; add comments

* Update src/sparsezoo/utils/onnx/external_data.py

Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>

---------

Co-authored-by: Dipika Sikka <dipikasikka1@gmail.coom>
Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>

* Delete hehe.py (#439)

* Download deployment dir for llms (#435)

* Download deployment dir for llms

* Use path instead of download

* only set save_as_external_data to true if the model originally had external data (#442)

* Add Channel Wise Quantization Support (#441)

* Chunk download (#429)

* chunk download, break down into 10

* lint

* threads download

* draft

* chunk download draft

* job based download and combining/deleteing chunks

* delete old code

* lint

* fix num jobs if file_size is less than the chunk size

* doc string and return types

* test

* lint

* fix type hints (#445)

* fix bug if the value is a dict (#447)

* [deepsparse.analyze] Fix v1 functionality to  work with llms (#451)

* fix equivalent changes made to analyze_v2 such that inference session works for llms; update wanrings to be debug printouts

* typo

* overwrite file (#450)

Co-authored-by: 21 <a21@21s-MacBook-Pro.local>

* Adds a `numpy_array_representer` to yaml (#454)

on runtime, to avoid serialization issues

* Avoid division by zero (#457)

Avoid log of zero

* op analysis total counts had double sparse counts (#461)

* Rename legacy analyze to analyze_v1 (#459)

* Fixing Quant % Calcuation (#462)

* initial fix

* style

* Include Sparsity in Size Calculation (#463)

* initial fix

* style

* incorporate sparsity into size calculation

* quality

* op analysis total counts had double sparse counts (#461)

* Fixing Quant % Calcuation (#462)

* initial fix

* style

* Include Sparsity in Size Calculation (#463)

* initial fix

* style

* incorporate sparsity into size calculation

* quality

* Revert "Merge branch 'main' into analyze_cherry_picks"

This reverts commit 509fa1a, reversing
changes made to 08f94c4.

---------

Co-authored-by: dbogunowicz <97082108+dbogunowicz@users.noreply.github.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>
Co-authored-by: dbogunowicz <damian@neuralmagic.com>
Co-authored-by: George <george@neuralmagic.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.coom>
Co-authored-by: 21 <a21@21s-MacBook-Pro.local>
@Satrat Satrat requested a review from bfineran February 23, 2024 21:21
@Satrat Satrat closed this Feb 23, 2024
@bfineran bfineran deleted the external_cherrypick branch February 23, 2024 21:55
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6 participants