Commit Graph

2693 Commits

Author SHA1 Message Date
fxmarty
3042c63a95
Add methods to PreTrainedModel to use PyTorch's BetterTransformer (#21259)
* fix mess

* better documentation

* typo

* fix doc

* update

* add test

* fix test

* more tests

* Update src/transformers/modeling_utils.py

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

* move to utils

* Apply suggestions from code review

Co-authored-by: Michael Benayoun <mickbenayoun@gmail.com>

* nit

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Michael Benayoun <mickbenayoun@gmail.com>
2023-04-27 11:03:42 +02:00
Younes Belkada
304aacac90
🚨🚨🚨 [Pix2Struct] Attempts to fix training issues 🚨🚨🚨 (#23004)
* multiple fixes

- add `add_special_tokens` to `True` by default
- remove label smoothing and labels masking

* fix test
2023-04-26 18:29:25 +02:00
Ritik Nandwal
20ac86c6f1
Add TensorFlow Wav2Vec2 for sequence classification (#22073)
* Add initial changes for TF wav2vec2 for sequence classification

* Add suggested changes

* Add serving and serving output methods

* Add serving_output implementation and fix layer_weights

* Add fixes

* Fixed test cases

* Fixing test and adding suggested changes
2023-04-26 13:35:30 +01:00
Lingepumpe
5427250351
Avoid invalid escape sequences, use raw strings (#22936)
* Avoid invalid escape sequences, use raw strings

* Integrate PR feedback
2023-04-25 09:17:56 -04:00
Joao Gante
e4a97f82bf
Generate: assisted generation with sample (take 2) (#22949)
* temperature controls speed
2023-04-24 19:54:55 +01:00
Lucain
74c55ab9e5
Prepare tests for hfh 0.14 (#22958)
* Test hf_hub 0.14.0rc1

* fix mocked tests

* package version

---------

Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
Co-authored-by: testbot <lucainp@hf.co>
2023-04-24 09:31:50 -04:00
Yih-Dar
3f6a4b5bd7
Decorate test_codegen_sample_max_time as flaky (#22953)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-24 15:27:31 +02:00
Yih-Dar
975159bb61
Update tiny models and a few fixes (#22928)
* run_check_tiny_models

* update summary

* update mixin

* update pipeline_model_mapping

* update pipeline_model_mapping

* Update for gpt_bigcode

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-24 14:45:22 +02:00
NielsRogge
3d3204c025
Add FocalNet (#21532)
Adds FocalNet by Microsoft to transformers

---------

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: alaradirik <alaradirik@gmail.com>
2023-04-23 20:03:05 +03:00
Arthur
7579a52b55
Small sam patch (#22920)
* patch

* add test

* move tests

* cover more cases (will fail nw update the code)

* style

* fix

* Update src/transformers/models/sam/image_processing_sam.py

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

* Update src/transformers/models/sam/image_processing_sam.py

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

* add better check

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
2023-04-21 21:41:18 +02:00
Connor Henderson
b950c38565
tests: Fix flaky test for NLLB-MoE (#22880)
* add test update and docs edits

* docs edit suggestion
2023-04-21 17:09:40 +01:00
Arthur
eddf9eeca0
[CI] clap patch fusion test values (#22922)
* patch test with values

* lower tol
2023-04-21 11:22:07 -04:00
Yih-Dar
1e1cb6f8e5
Fix FillMaskPipelineTests (#22894)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-21 15:16:45 +02:00
Matthijs Hollemans
ec93b895c1
fix CLAP integration tests (#22834)
* integration tests were not being run

* add tests for short input waveform

* rewrite test for long input

* even more betterer

* my bad

* oh boy
2023-04-21 11:04:15 +01:00
Yih-Dar
397720fb14
Skip a failing test on main for now (#22911)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-21 10:22:54 +02:00
Arthur
f143037789
Add automatic-mask-generation pipeline for Segment Anything Model (SAM) (#22840)
* cleanup

* updates

* more refactoring

* make style

* update inits

* support other inputs in base

* update based on review

Co-authored-by: Nicolas Patry <patry.nicolas@gmail.com>

* Update tests/pipelines/test_pipelines_automatic_mask_generation.py

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

* update

* fixup

* TODO x and y to refactor, _h _w refactored here

* update docstring

* more nits

* style on these

* more doc fix

* rename variables

* update

* updates

* style

* update

* fix `_mask_to_rle_pytorch`

* styling

* fix ask to rle, wrong outputs

* add device arg

* update

* more updates, fix tets

* udpate

* update docstrings

* styling

* fixup

* add notebook on the docs

* update orginal sizes

* fix docstring

* updat condition on point_per-batch

* updates tests

* fix CI  test

* extend is required, append does not work!

* fixup

* fix CI tests

* whit pixels left

* address doc comments

* fix doc

* slow pipeline tests

* update auto init

* add revision

* make fixup

* update p!ipoeline tag when calling tests

* alphabeitcal order in inits

* fix copies

* last style nits

* Apply suggestions from code review

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

* reformat docstring

* more reformat

* address most of the comments

* Update src/transformers/pipelines/mask_generation.py

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

* final refactor

* Update src/transformers/models/sam/image_processing_sam.py

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

* fixup and fix slow tests

* revert

---------

Co-authored-by: Nicolas Patry <patry.nicolas@gmail.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-04-20 19:27:24 +02:00
Matt
6dc0a849b7
Fix weight tying in TF-ESM (#22839)
Fix weight tying in ESM
2023-04-20 15:50:31 +01:00
Joao Gante
4060d6857e
XGLM: Fix left-padding (PT and TF) (#22828) 2023-04-20 10:01:56 +01:00
Arthur
474bf508df
Add Segment Anything Model (SAM) (#22654)
* initial commit

* keys match

* update, fix conversion

* fixes, inference working

* fix

* more fixes

* more fixes

* clean up

* more clean up

* fix copies and add convext copied layer norm

* stash

* pretty big upfate

* cleaning

* more cleaning

* fixup stuffs

* fix copies

* fix iinit

* update test removing tokenizer

* nits

* add pretrained

* more nits

* remove tracking of pipeline

* few fixes

* update san and conversion script

* fix mask decoder and prompt encoder conversion

* fixes

* small update

* fix order

* fix

* fix image embeddings

* nites

* few fixes

* fix logits

* clean up

* fixes boxes inference

* v1 AMG

* clean up

* some clean up

* multi points support

* amg working

* fixup

* clean up

* readme

* update toctree

* fix type hint

* multiple fixes

* fixup

* fixes

* updates

* updates

* more tests

* few fixes

* change to `SamForMaskGeneration`

* doc

* fixup

* fix more tests

* multiple fixes

* fix CI tests

* refactor processor

* renamings

* draft the pipeline

* refactor

* fix tests

* fix test

* few cleanings

* fix test

* edit pipelien support chunking

* udate

* add slow tests

* fix nit

* fixup

* fix nit

* current chunk pipleine

* cast boxes in fp32

* nit

* current updates

* piepleine works

* fixup

* clean up config

* fix slow tests

* fix slow tests

* clean up

* update doc and pipeline

* adds more slow tests

* fix slow tests

* cleaning

* tests pass

* add docstring

* fix copies

* clean up

* support batch of images

* style

* dummy is needed, add tests

* fix slow tests

* fix CI

* update

* adds more tests

* fixes

* fixes

* fixup

* fixes

* few fixes

* filter

* few fixes

* some refactor

* touches finales

* fix

* style

* remove pipeline files

* fixes nits

* revert pipeline changes

* fix test

* fixup

* remove automodel for automatic mask generation

* fix failing torch tests

* update mdx

* revert removal of `MODEL_FOR_AUTOMATIC_MASK_GENERATION_MAPPING`

* update sam config based on review

Co-authored-by: amyeroberts <aeroberts4444@gmail.com>
Co-authored-by: sgugger <sylvain.gugger@gmail.com>

* update low_resolution_masks -> pred_masks
inti ln with layer_norm_eps
add_decomposed_rel_pos doc
forward doc of SamForMaskGeneration

* update processor docstring

* remove image processor import empty

* update for testing

* output vision hidden states + clean recomm
also test all iou values

* fixup

* fixup

* remove unused

* Update src/transformers/models/sam/modeling_sam.py

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

* Update src/transformers/models/sam/image_processing_sam.py

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

* nits

* fix

* fix CI tests and slow tests

* replace with Amy's processor

* clearer docstring

* add `SamVisionNeck`

* refactor - all CI tests should pass

* fix broken import on Gcolab

* few fixes here and there

* fix another bug

* fix more bugs

* update and merge

* correct ckpt

* address comments

* add tips

* revert

* fix docstring

* replace with `SamModel`

* make fixup

* add support for bathed images and batch ed points

* make fixup this time, really

* make fixup again and again

* few fixes here and there, this should be the touche finale

* Update docs/source/en/model_doc/sam.mdx

* fixup

* correct checkpoints

* correct name

* rm unneeded file

* add notebook

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: amyeroberts <aeroberts4444@gmail.com>
Co-authored-by: sgugger <sylvain.gugger@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2023-04-19 21:01:49 +02:00
Yih-Dar
06bab00338
Remove some pipeline skip cases (#22865)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-19 20:27:19 +02:00
Sylvain Gugger
5f9b825c89
Use code on the Hub from another repo (#22814)
* initial work

* Add other classes

* Refactor code

* Move warning and fix dynamic pipeline

* Issue warning when necessary

* Add test

* Do not skip auto tests

* Fix failing tests

* Refactor and address review comments

* Address review comments
2023-04-18 13:46:11 -04:00
Joao Gante
78cda46f17
Generate: Add assisted generation (#22211)
* working mvp

* remove breakpoint

* fix commit

* standardize outputs

* tmp commit

* tests almost ready

* tmp commit

* skip a few models

* Add streaming; Docs and examples

* document limitations

* PR commits

* Amy PR comments
2023-04-18 17:36:56 +01:00
Yih-Dar
90247d3e01
Fix test_eos_token_id_int_and_list_top_k_top_sampling (#22826)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-18 16:04:51 +02:00
Matthijs Hollemans
ac2bc50a10
TTS fine-tuning for SpeechT5 (#21824)
* wrong argument name

* append eos_token_id

* all tokenizers need mask and ctc_blank tokens

* remove reduction factor from feature extractor

* add proper TTS loss

* did shifting the wrong way around

* mask out padded portions

* remove logits again (don't really need it)

* fix unit tests

* fixup

* pad also returns the decoder attention mask, since that's useful to have

* clean up feature extractor logic

* pad can handle TTS task too

* remove stop_labels from loss calculation

* simplify logic

* fixup

* do -100 masking properly

* small STFT optimization (calculate mel filterbanks only once)

* replace torchaudio fbanks with audio_utils

* remove torchaudio dependency

* simplify & speed up the STFT

* don't serialize window and mel filters

* output cross attentions when generating speech

* add guided attention loss

* fix failing test

* Update src/transformers/models/speecht5/feature_extraction_speecht5.py

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* Update src/transformers/models/speecht5/modeling_speecht5.py

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* change type annotation of attention_mask to LongTensor

* extract loss into class

* remove unused frame_signal_scale argument

* use config object in loss class

* fix type annotations in doc comments

* change optional to just bool

* implement missing tokenizer method

* add deprecation warning

* Update src/transformers/models/speecht5/feature_extraction_speecht5.py

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

* Update src/transformers/models/speecht5/feature_extraction_speecht5.py

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

* add deprecation warning for stop_labels

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-04-18 10:12:30 +01:00
Zachary Mueller
03462875cc
Introduce PartialState as the device handler in the Trainer (#22752)
* Use accelerate for device management

* Add accelerate to setup


Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-04-17 15:09:45 -04:00
Sylvain Gugger
50caa20628
Revert "Use code on the Hub from another repo" (#22813)
Revert "Use code on the Hub from another repo (#22698)"

This reverts commit ea7b0a539a.
2023-04-17 14:22:13 -04:00
Yih-Dar
5269718cb7
Don't use LayoutLMv2 and LayoutLMv3 in some pipeline tests (#22774)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-17 17:45:20 +02:00
Sylvain Gugger
ea7b0a539a
Use code on the Hub from another repo (#22698)
* initial work

* Add other classes

* Refactor code

* Move warning and fix dynamic pipeline

* Issue warning when necessary

* Add test
2023-04-17 11:36:29 -04:00
Yih-Dar
76d24f1a83
Fix test_word_time_stamp_integration for Wav2Vec2ProcessorWithLMTest (#22800)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-17 12:41:55 +02:00
Joao Gante
9af845afc2
Generate: pin number of beams in BART test (#22763) 2023-04-14 09:57:25 +01:00
Yih-Dar
410b61ad7e
Revert (for now) the change on Deta in #22437 (#22750)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-13 21:32:29 +02:00
Joao Gante
9dfd6a4baa
Generate: handle text conditioning with multimodal encoder-decoder models (#22748) 2023-04-13 19:51:13 +01:00
Yih-Dar
32b08742a5
DocumentQuestionAnsweringPipeline only for fast tokenizers (#22745)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-13 17:22:59 +02:00
NielsRogge
8eb38f638d
[Pix2struct] Simplify generation (#22527)
* Add model to doc tests

* Remove generate and replace by prepare_inputs_for_generation

* More fixes

* Remove print statements

* Update integration tests

* Fix generate

* Remove model from auto mapping

* Use auto processor

* Fix integration tests

* Fix test

* Add inference code snippet

* Remove is_encoder_decoder

* Update docs

* Remove notebook link
2023-04-13 09:01:14 -04:00
Matt
50f82e1282
Fix docstrings for TF BLIP (#22618)
* Fix docstrings for TFBLIP

* Fix missing line in TF port!

* Use values from torch tests now other bugs fixed

* Use values from torch tests now other bugs fixed

* Fix doctest string
2023-04-12 17:46:41 +01:00
Stas Bekman
1306b7d3ae
[tests] switch to torchrun (#22712) 2023-04-12 08:25:45 -07:00
Younes Belkada
370f0ca18c
[bnb] Let's make serialization of int8 models possible (#22177)
* make serialization of int8 models possible

* make fixup

* add docs

* add ability to push to hub and save pretrained

* fixes

* more addition

* more tests

* fix issues

* change variable

* clearer message

* adapt from suggestions

* few fixes

* remove unused function

* Update src/transformers/utils/quantization_config.py

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

* address last comments

* last warning

* clarify doc

* protect import

* Update src/transformers/modeling_utils.py

* Apply suggestions from code review

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

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-04-12 08:01:18 -04:00
pioliverse
523ca4e016
add model resources for CPMAnt (new) (#20906)
* resolve conflicts

* rebase and make style

* test

* test

* test

* rebase and make style

* rebase and make style

* tests

* tests

* rewrite some functions

* rebase and make style

* fix load_tf_weights_in_cpmant

* reformat some unrelated files

* upgrade quality

* fix some bugs & docstring

* add models and tests

* solve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* tests

* resolve conflicts

* resolve conflicts

* fix load_tf_weights_in_cpmant

* reformat some unrelated files

* upgrade quality

* fix some bugs & docstring

* save resolution

* make style

* delete redefinition code

* reformat function

* reformat

* resolve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* tests

* resolve conflicts

* resolve conflicts

* fix load_tf_weights_in_cpmant

* reformat some unrelated files

* upgrade quality

* resolve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* resolve conflicts

* fix load_tf_weights_in_cpmant

* reformat some unrelated files

* upgrade quality

* resolve conflicts

* make style

* fix bugs and refactor

* modify docstrings and make style

* unify import format in __init__.py

* fix import-altclp bug

* fix copies to update index.md

* fix unused config parameters

* fix unused config parameters

* fix unused config parameters

* update README_ja.md

* dummy commit for unit test

* fix attention mask

* add CPMAntTokenizer&-Fast to auto-mapping

* drop redundant changes in README_ko

* fix  defaults in docstring

* fix use_cache and some docstring

* add missing args in tokenizer

* modify tester inheritance

* add is_jieba_available

* fix some bugs

* make style and fix-copies

* add doctests

* skip integration tests

* add is_jieba_available

* fix bugs in common tests

* adjust docstrings and make style

* add argument docstring

* adjust code to some specifications

* make style and fix-copies

* add fast tokenization test

* dummy commit for unit test

* dummy commit for unit test

* dummy commit for unit test

* normalize some comments and names

* Bert->CPMAnt

* camel names and drop redundant codes

* make style and fix-coies

* add CpmTokenizerFast _import_structure

* drop cpmanttokenizerfast in model_doc

* fix some problems

* fix CPMAnt tokenization for common test

* make style and fixup

* fix copies and fixup

* fix bugs in tokenization test

* dummy commit for connection failure in unittest

* fix copies

* drop trailing comma

* fix decorator in tests

* dummy commit for connection failure in unittest

---------

Co-authored-by: Gong Baitao <gongbaitao11@gmail.com>
2023-04-12 07:33:20 -04:00
Yih-Dar
fe1f5a639d
Fix decorator order (#22708)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-11 17:59:15 +02:00
Yih-Dar
4c01231e67
Update some MarkupLM tests' expected values (#22667)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-11 10:00:34 +02:00
Sugawara
6daa9cb515
add GPTNeoXForSequenceClassification (#22671)
* add GPTNeoXForSequenceClassification

* move the labels to logits.device (ref: #22561)

* fix
2023-04-10 11:52:23 -04:00
Sylvain Gugger
3876fc6839
Make dynamic code work with offline mode (#22661)
* Make dynamic code work with offline mode

* Clean up

* Quality
2023-04-10 08:49:42 -04:00
Joel Lamy-Poirier
e0921c6b53
Add GPTBigCode model (Optimized GPT2 with MQA from Santacoder & BigCode) (#22575)
* Add model with cli tool

* Remove unwanted stuff

* Add new code

* Remove inference runner

* Style

* Fix checks

* Test updates

* make fixup

* fix docs

* fix doc

* fix test

* hopefully fix pipeline tests

* refactor

* fix CIs

* add comment

* rename to `GPTBigCodeForCausalLM`

* correct readme

* make fixup + docs

* make fixup

* fixes

* fixes

* Remove pruning

* Remove import

* Doc updates

* More pruning removal

* Combine copies

* Single MQA implementation, remove kv cache pre-allocation and padding

* Update doc

* Revert refactor to match gpt2 style

* Merge back key and value caches, fix some type hints

* Update doc

* Fix position ids pith padding (PR 21080)

* Add conversion script temporarily

* Update conversion script

* Remove checkpoint conversion

* New model

* Fix MQA test

* Fix copies

* try fix tests

* FIX TEST!!

* remove  `DoubleHeadsModel`

* add MQA tests

* add slow tests

* clean up

* add CPU checker

* final fixes

* fixes

- fix GPU issue
- fixed slow tests
- skip disk offload

* fix final issue

* Simplify and comment baddbmm fix

* Remove unnecessary code

* Transpose tweaks

* Use beta=1 on cpu, improve tests

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
2023-04-10 10:57:21 +02:00
Arthur
f33419261a
[OPT] Fix default attention mask size (#22649)
* Fix default attention mask size

* fixup

* add a test to make sure that even if attention mask are not provided, works

* style
2023-04-07 20:12:57 +02:00
Yih-Dar
14d5b2b645
Fix MegaModel CI (#22652)
* fix

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-07 17:13:04 +02:00
Yih-Dar
c7ec71baf5
Update tiny model summary file for recent models (#22637)
* Update tiny model summary file for recent models

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-06 22:52:59 +02:00
Younes Belkada
ed67286465
[Blip] Fix slow tests and doctests with correct values (#22632)
fix slow tests and doctests
2023-04-06 19:12:51 +02:00
Yih-Dar
fa01127a67
update_pip_test_mapping (#22606)
* Add TFBlipForConditionalGeneration

* update pipeline_model_mapping

* Add import

* Revert changes in GPTSanJapaneseTest

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-06 17:56:06 +02:00
Yih-Dar
2c22bc79c2
Make tiny model creation + pipeline testing more robust (#22500)
* Final Tiny things

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-04-06 17:45:55 +02:00
amyeroberts
12d51db243
Backbone add mixin tests (#22542)
* Add out_indices to backbones, deprecate out_features

* Update - can specify both out_features and out_indices but not both

* Add backbone mixin tests

* Test tidy up

* Add test_backbone for convnext

* Remove redefinition of method

* Update for Dinat and Nat backbones

* Update tests

* Smarter indexing

* Add checks on config creation for backbone

* PR comments
2023-04-06 13:50:15 +01:00