[Tests] Add attentions_option to ModelTesterMixin #15909
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LysandreJik
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Mar 8, 2022
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LGTM, thank you @NielsRogge
Pinging @ydshieh as well for second review
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You'll need to fix the failing tests as well. |
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Thanks for this work @NielsRogge ! I left a review comment (question) about And then a minor question here: It is a bit strange (to me) to have |
NielsRogge
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Mar 8, 2022
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@LysandreJik I've fixed the failing tests, failing test seems unrelated |
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Feel free to merge if every test passes after a rebase |
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What does this PR do?
The library is called HuggingFace Transformers, I know.. but we recently have additions of non-Transformer based models, that don't use attention (namely ConvNeXT and PoolFormer). Soon, we'll also have ResNet in the library (which will back Transformer-based models such as DETR).
As these models don't use attention, they need to overwrite 3 tests:
test_attention_outputstest_retain_grad_hidden_states_attentionstest_model_outputs_equivalenceThis PR adds a
has_attentionsattribute toModelTesterMixinwhich can be set to False for such models. It will then make sure these tests are properly tested, without taking into account attention.