Commit Graph

12 Commits

Author SHA1 Message Date
Pavel Iakubovskii
48461c0fe2
Make pipeline able to load processor (#32514)
* Refactor get_test_pipeline

* Fixup

* Fixing tests

* Add processor loading in tests

* Restructure processors loading

* Add processor to the pipeline

* Move model loading on tom of the test

* Update `get_test_pipeline`

* Fixup

* Add class-based flags for loading processors

* Change `is_pipeline_test_to_skip` signature

* Skip t5 failing test for slow tokenizer

* Fixup

* Fix copies for T5

* Fix typo

* Add try/except for tokenizer loading (kosmos-2 case)

* Fixup

* Llama not fails for long generation

* Revert processor pass in text-generation test

* Fix docs

* Switch back to json file for image processors and feature extractors

* Add processor type check

* Remove except for tokenizers

* Fix docstring

* Fix empty lists for tests

* Fixup

* Fix load check

* Ensure we have non-empty test cases

* Update src/transformers/pipelines/__init__.py

Co-authored-by: Lysandre Debut <hi@lysand.re>

* Update src/transformers/pipelines/base.py

Co-authored-by: Lysandre Debut <hi@lysand.re>

* Rework comment

* Better docs, add note about pipeline components

* Change warning to error raise

* Fixup

* Refine pipeline docs

---------

Co-authored-by: Lysandre Debut <hi@lysand.re>
2024-10-09 16:46:11 +01:00
Billy Cao
ac26260436
Allow FP16 or other precision inference for Pipelines (#31342)
* cast image features to model.dtype where needed to support FP16 or other precision in pipelines

* Update src/transformers/pipelines/image_feature_extraction.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Use .to instead

* Add FP16 pipeline support for zeroshot audio classification

* Remove unused torch imports

* Add docs on FP16 pipeline

* Remove unused import

* Add FP16 tests to pipeline mixin

* Add fp16 placeholder for mask_generation pipeline test

* Add FP16 tests for all pipelines

* Fix formatting

* Remove torch_dtype arg from is_pipeline_test_to_skip*

* Fix format

* trigger ci

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-05 17:21:50 +01:00
amyeroberts
1de7dc7403
Skip tests properly (#31308)
* Skip tests properly

* [test_all]

* Add 'reason' as kwarg for skipTest

* [test_all] Fix up

* [test_all]
2024-06-26 21:59:08 +01:00
Vu Huy Nguyen
f9296249a3
Pipeline VQA: Add support for list of images and questions as pipeline input (#31217)
* Add list check for image and question

* Handle passing two lists and update docstring

* Add tests

* Add support for dataset

* Add test for dataset as input

* fixup

* fix unprotected import

* fix unprotected import

* fix import again

* fix param type
2024-06-06 14:50:45 +01:00
Hz, Ji
f53041a753
device agnostic pipelines testing (#27129)
* device agnostic pipelines testing

* pass torch_device
2023-10-31 15:46:31 +01:00
Juan Pizarro
09dc99517f
Add Blip2 model in VQA pipeline (#25532)
* Add Blip2 model in VQA pipeline

* use require_torch_gpu for test_large_model_pt_blip2

* use can_generate in vqa pipeline

* test Blip2ForConditionalGeneration using float16

* remove custom can_generate from Blip2ForConditionalGeneration
2023-08-30 14:16:16 +01:00
Sylvain Gugger
50a8ed3ee0
Mark pipeline tests to skip them easily (#21887)
* Mark pipeline tests to skip them easily

* Mark the mixin as pipeline test

* Update src/transformers/testing_utils.py

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

---------

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
2023-03-02 10:55:36 -05:00
Yih-Dar
871c31a6f1
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
* Add PipelineTesterMixin

* remove class PipelineTestCaseMeta

* move validate_test_components

* Add for ViT

* Add to SPECIAL_MODULE_TO_TEST_MAP

* style and quality

* Add feature-extraction

* update

* raise instead of skip

* add tiny_model_summary.json

* more explicit

* skip tasks not in mapping

* add availability check

* Add Copyright

* A way to diable irrelevant tests

* update with main

* remove disable_irrelevant_tests

* skip tests

* better skip message

* better skip message

* Add all pipeline task tests

* revert

* Import PipelineTesterMixin

* subclass test classes with PipelineTesterMixin

* Add pipieline_model_mapping

* Fix import after adding pipieline_model_mapping

* Fix style and quality after adding pipieline_model_mapping

* Fix one more import after adding pipieline_model_mapping

* Fix style and quality after adding pipieline_model_mapping

* Fix test issues

* Fix import requirements

* Fix mapping for MobileViTModelTest

* Update

* Better skip message

* pipieline_model_mapping could not be None

* Remove some PipelineTesterMixin

* Fix typo

* revert tests_fetcher.py

* update

* rename

* revert

* Remove PipelineTestCaseMeta from ZeroShotAudioClassificationPipelineTests

* style and quality

* test fetcher for all pipeline/model tests

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-02-28 19:40:57 +01:00
Yih-Dar
c749bd405e
Pipeline testing - using tiny models on Hub (#20426)
* rework pipeline tests

* run pipeline tests

* fix

* fix

* fix

* revert the changes in get_test_pipeline() parameter list

* fix expected error message

* skip a test

* clean up

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-01-30 10:39:43 +01:00
Nicolas Patry
99e7905422
Supporting ImageProcessor in place of FeatureExtractor for pipelines (#20851)
* Fixing the pipeline with image processor.

* Update the slow test.

* Using only the first image processor.

* Include exclusion mecanism for Image processor.

* Do not handle Gitconfig, deemed as a bug.

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Remove `conversational` changes. They are not supposed to be here.

* Address first row of comments.

* Remove OneFormer modifications.

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-01-25 10:16:31 +01:00
Sylvain Gugger
9ac586b3c8
Rework pipeline tests (#19366)
* Rework pipeline tests

* Try to fix Flax tests

* Try to put it before

* Use a new decorator instead

* Remove ignore marker since it doesn't work

* Filter pipeline tests

* Woopsie

* Use the fitlered list

* Clean up and fake modif

* Remove init

* Revert fake modif
2022-10-07 18:01:58 -04:00
Sijun He
66336dc183
Add Visual Question Answering (VQA) pipeline (#17286)
* wip

* rebase

* all tests pass

* rebase

* ready for PR

* address comments

* fix styles

* add require_torch to pipeline test

* remove remote image to improve CI consistency

* address comments; fix tf/flax tests

* address comments; fix tf/flax tests

* fix tests; add alias

* repo consistency tests

* Update src/transformers/pipelines/visual_question_answering.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* address comments

* Update src/transformers/pipelines/visual_question_answering.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* merge

* Update src/transformers/models/auto/modeling_auto.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* merge

Co-authored-by: Sijun He <sijunhe@Sijuns-MacBook-Pro.local>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-06-13 07:49:44 -04:00