OWL-ViT box_predictor inefficiency issue
Author: rvv-karma
Pull request: yes

I am calculating box_bias at the start while initialization, and storing it in a variable, then reusing it at inference. Also, shifting it to the correct memory location at the interence time.
I also converted the numpy implementation to torch implementation, and verified that both are giving the same results.

Fixes #26099 

@5hadytru @amyeroberts
Can you please review?
I updated the code to the best of my knwoledge. Please let me know if you need any changes. Thanks.


Comments:
Here are the result for the slow tests:

```
======================================= test session starts ========================================
platform linux -- Python 3.10.12, pytest-7.4.4, pluggy-1.4.0 -- /usr/bin/python3
cachedir: .pytest_cache
hypothesis profile 'default' -> database=DirectoryBasedExampleDatabase(PosixPath('/content/transformers/.hypothesis/examples'))
rootdir: /content/transformers
configfile: pyproject.toml
plugins: xdist-3.5.0, timeout-2.3.1, hypothesis-6.99.9, dash-2.16.1, anyio-3.7.1
collected 717 items                                                                                

tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_call_numpy <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_call_numpy_4_channels <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_call_pil <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_call_pytorch <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_cast_dtype_device <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_from_and_save_pretrained <- tests/test_image_processing_common.py PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_from_dict_with_kwargs PASSED [  0%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_preprocess_arguments <- tests/test_image_processing_common.py PASSED [  1%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_properties PASSED [  1%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_to_json_file <- tests/test_image_processing_common.py PASSED [  1%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_image_processor_to_json_string <- tests/test_image_processing_common.py PASSED [  1%]
tests/models/owlvit/test_image_processing_owlvit.py::OwlViTImageProcessingTest::test_init_without_params <- tests/test_image_processing_common.py PASSED [  1%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_attention_outputs <- tests/test_modeling_common.py PASSED [  1%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [  1%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_config PASSED       [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_determinism <- tests/test_modeling_common.py PASSED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [  2%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [  3%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [  4%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_forward_signature PASSED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [  5%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_hidden_states_output <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_initialization <- tests/test_modeling_common.py PASSED [  6%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_inputs_embeds SKIPPED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model PASSED        [  7%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_common_attributes PASSED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_from_pretrained PASSED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [  8%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [  9%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_retain_grad_hidden_states_attentions <- tests/test_modeling_common.py PASSED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_save_load_fast_init_from_base SKIPPED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_save_load_fast_init_to_base SKIPPED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 10%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPEDwith torch.fx) [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPEDwith torch.fx) [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 11%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_training SKIPPED    [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_training_gradient_checkpointing SKIPPED [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_attention_outputs <- tests/test_modeling_common.py PASSED [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 12%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_config PASSED         [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_determinism <- tests/test_modeling_common.py PASSED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 13%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 14%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 15%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_forward_signature <- tests/test_modeling_common.py PASSED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 16%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_hidden_states_output <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_initialization <- tests/test_modeling_common.py PASSED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_inputs_embeds SKIPPED [ 17%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model PASSED          [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_common_attributes <- tests/test_modeling_common.py PASSED [ 18%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_from_pretrained PASSED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 19%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 20%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_retain_grad_hidden_states_attentions <- tests/test_modeling_common.py PASSED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_save_load_fast_init_from_base SKIPPED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_save_load_fast_init_to_base SKIPPED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 21%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPEDth torch.fx) [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPEDth torch.fx) [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 22%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_training SKIPPED      [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_training_gradient_checkpointing SKIPPED [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 23%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_determinism <- tests/test_modeling_common.py PASSED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 24%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 25%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 26%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_forward_signature <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 27%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_hidden_states_output SKIPPED [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_initialization PASSED     [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_inputs_embeds SKIPPED     [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 28%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_load_vision_text_config PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model PASSED              [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_common_attributes SKIPPED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_from_pretrained PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 29%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 30%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_audio_classification <- tests/test_pipeline_mixin.py SKIPPEDViTModelTest`.) [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_automatic_speech_recognition <- tests/test_pipeline_mixin.py SKIPPED for `OwlViTModelTest`.) [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_conversational <- tests/test_pipeline_mixin.py SKIPPED.pipeline_model_mapping` for `OwlViTModelTest`.) [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_depth_estimation <- tests/test_pipeline_mixin.py SKIPPEDself.pipeline_model_mapping` for `OwlViTModelTest`.) [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_document_question_answering <- tests/test_pipeline_mixin.py SKIPPED [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_feature_extraction <- tests/test_pipeline_mixin.py SKIPPED [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_fill_mask <- tests/test_pipeline_mixin.py SKIPPEDmodel_mapping` for `OwlViTModelTest`.) [ 31%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_image_classification <- tests/test_pipeline_mixin.py SKIPPEDViTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_image_feature_extraction <- tests/test_pipeline_mixin.py SKIPPED `OwlViTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_image_segmentation <- tests/test_pipeline_mixin.py SKIPPEDTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_image_to_text <- tests/test_pipeline_mixin.py SKIPPEDipeline_model_mapping` for `OwlViTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_mask_generation <- tests/test_pipeline_mixin.py SKIPPED [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_object_detection <- tests/test_pipeline_mixin.py SKIPPEDself.pipeline_model_mapping` for `OwlViTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_question_answering <- tests/test_pipeline_mixin.py SKIPPEDTModelTest`.) [ 32%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_summarization <- tests/test_pipeline_mixin.py SKIPPEDipeline_model_mapping` for `OwlViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_table_question_answering <- tests/test_pipeline_mixin.py SKIPPED `OwlViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_text2text_generation <- tests/test_pipeline_mixin.py SKIPPEDViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_text_classification <- tests/test_pipeline_mixin.py SKIPPEDiTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_text_generation <- tests/test_pipeline_mixin.py SKIPPEDlf.pipeline_model_mapping` for `OwlViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_text_to_audio <- tests/test_pipeline_mixin.py SKIPPEDipeline_model_mapping` for `OwlViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_token_classification <- tests/test_pipeline_mixin.py SKIPPEDViTModelTest`.) [ 33%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_translation <- tests/test_pipeline_mixin.py SKIPPEDine_model_mapping` for `OwlViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_video_classification <- tests/test_pipeline_mixin.py SKIPPEDViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_visual_question_answering <- tests/test_pipeline_mixin.py SKIPPEDr `OwlViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_zero_shot <- tests/test_pipeline_mixin.py SKIPPEDmodel_mapping` for `OwlViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_zero_shot_audio_classification <- tests/test_pipeline_mixin.py SKIPPEDg` for `OwlViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_zero_shot_image_classification <- tests/test_pipeline_mixin.py SKIPPEDg` for `OwlViTModelTest`.) [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pipeline_zero_shot_object_detection <- tests/test_pipeline_mixin.py PASSED [ 34%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_retain_grad_hidden_states_attentions SKIPPED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_save_load_fast_init_from_base <- tests/test_modeling_common.py PASSED [ 35%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_save_load_fast_init_to_base <- tests/test_modeling_common.py PASSED [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPED) [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPED) [ 36%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_training <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_training_gradient_checkpointing <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_training_gradient_checkpointing_use_reentrant <- tests/test_modeling_common.py PASSED [ 37%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_training_gradient_checkpointing_use_reentrant_false <- tests/test_modeling_common.py PASSED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_determinism <- tests/test_modeling_common.py PASSED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 38%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 39%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 40%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_forward_signature SKIPPED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 41%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_hidden_states_output SKIPPED [ 42%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_initialization SKIPPED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_inputs_embeds SKIPPED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 43%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model PASSED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_common_attributes SKIPPED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_from_pretrained PASSED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 44%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 45%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_retain_grad_hidden_states_attentions SKIPPED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_save_load <- tests/test_modeling_common.py PASSED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_save_load_fast_init_from_base SKIPPED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_save_load_fast_init_to_base <- tests/test_modeling_common.py PASSED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 46%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torch_fx <- tests/test_modeling_common.py SKIPPED) [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPED) [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 47%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_training SKIPPED [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_training_gradient_checkpointing SKIPPED [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelIntegrationTest::test_inference PASSED [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelIntegrationTest::test_inference_object_detection PASSED [ 48%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelIntegrationTest::test_inference_one_shot_object_detection PASSED [ 49%]
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelIntegrationTest::test_inference_one_shot_object_detection_fp16 SKIPPED [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_image_processor PASSED [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_processor PASSED     [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_processor_case PASSED [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_processor_case2 PASSED [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_processor_with_nested_text_list PASSED [ 49%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_processor_with_text_list PASSED [ 50%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_save_load_pretrained_additional_features PASSED [ 50%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_save_load_pretrained_default PASSED [ 50%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_tokenizer PASSED     [ 50%]
tests/models/owlvit/test_processor_owlvit.py::OwlViTProcessorTest::test_tokenizer_decode PASSED [ 50%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_call_numpy <- tests/test_image_processing_common.py PASSED [ 50%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_call_numpy_4_channels SKIPPED [ 50%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_call_pil <- tests/test_image_processing_common.py PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_call_pytorch <- tests/test_image_processing_common.py PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_cast_dtype_device <- tests/test_image_processing_common.py PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_from_and_save_pretrained <- tests/test_image_processing_common.py PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_from_dict_with_kwargs PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_integration_test PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_preprocess_arguments <- tests/test_image_processing_common.py PASSED [ 51%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_properties PASSED [ 52%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_to_json_file <- tests/test_image_processing_common.py PASSED [ 52%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_image_processor_to_json_string <- tests/test_image_processing_common.py PASSED [ 52%]
tests/models/owlv2/test_image_processor_owlv2.py::Owlv2ImageProcessingTest::test_init_without_params <- tests/test_image_processing_common.py PASSED [ 52%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_attention_outputs <- tests/test_modeling_common.py PASSED [ 52%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 52%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 52%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_config PASSED          [ 52%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_determinism <- tests/test_modeling_common.py PASSED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 53%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 54%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 55%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_forward_signature PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 56%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_hidden_states_output <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_initialization <- tests/test_modeling_common.py PASSED [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_inputs_embeds SKIPPED  [ 57%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model PASSED           [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_common_attributes PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_from_pretrained PASSED [ 58%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 59%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_retain_grad_hidden_states_attentions <- tests/test_modeling_common.py PASSED [ 60%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_save_load_fast_init_from_base SKIPPED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_save_load_fast_init_to_base SKIPPED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 61%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPEDith torch.fx) [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPEDith torch.fx) [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_training SKIPPED       [ 62%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_training_gradient_checkpointing SKIPPED [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_attention_outputs <- tests/test_modeling_common.py PASSED [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_config PASSED            [ 63%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_determinism <- tests/test_modeling_common.py PASSED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 64%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 65%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 66%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_forward_signature <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 67%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_hidden_states_output <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_initialization <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_inputs_embeds SKIPPED    [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 68%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model PASSED             [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_common_attributes <- tests/test_modeling_common.py PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_from_pretrained PASSED [ 69%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 70%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_retain_grad_hidden_states_attentions <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 71%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_save_load_fast_init_from_base SKIPPED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_save_load_fast_init_to_base SKIPPED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPEDh torch.fx) [ 72%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPEDh torch.fx) [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_training SKIPPED (OwlV2
does not support training yet)                                                               [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_training_gradient_checkpointing SKIPPED [ 73%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_determinism <- tests/test_modeling_common.py PASSED [ 74%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 75%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 76%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_forward_signature <- tests/test_modeling_common.py PASSED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 77%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 78%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_hidden_states_output SKIPPED [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_initialization PASSED        [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_inputs_embeds SKIPPED        [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_load_vision_text_config PASSED [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 79%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model PASSED                 [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_common_attributes SKIPPED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_from_pretrained PASSED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 80%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_audio_classification <- tests/test_pipeline_mixin.py SKIPPEDwlv2ModelTest`.) [ 81%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_automatic_speech_recognition <- tests/test_pipeline_mixin.py SKIPPEDg` for `Owlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_conversational <- tests/test_pipeline_mixin.py SKIPPEDpipeline_model_mapping` for `Owlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_depth_estimation <- tests/test_pipeline_mixin.py SKIPPEDelf.pipeline_model_mapping` for `Owlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_document_question_answering <- tests/test_pipeline_mixin.py SKIPPED [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_feature_extraction <- tests/test_pipeline_mixin.py SKIPPED [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_fill_mask <- tests/test_pipeline_mixin.py SKIPPEDmodel_mapping` for `Owlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_image_classification <- tests/test_pipeline_mixin.py SKIPPEDwlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_image_feature_extraction <- tests/test_pipeline_mixin.py SKIPPEDor `Owlv2ModelTest`.) [ 82%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_image_segmentation <- tests/test_pipeline_mixin.py SKIPPEDn `self.pipeline_model_mapping` for `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_image_to_text <- tests/test_pipeline_mixin.py SKIPPEDpeline_model_mapping` for `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_mask_generation <- tests/test_pipeline_mixin.py SKIPPED [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_object_detection <- tests/test_pipeline_mixin.py SKIPPEDelf.pipeline_model_mapping` for `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_question_answering <- tests/test_pipeline_mixin.py SKIPPEDn `self.pipeline_model_mapping` for `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_summarization <- tests/test_pipeline_mixin.py SKIPPEDpeline_model_mapping` for `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_table_question_answering <- tests/test_pipeline_mixin.py SKIPPEDor `Owlv2ModelTest`.) [ 83%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_text2text_generation <- tests/test_pipeline_mixin.py SKIPPEDwlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_text_classification <- tests/test_pipeline_mixin.py SKIPPED in `self.pipeline_model_mapping` for
`Owlv2ModelTest`.)                                                                           [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_text_generation <- tests/test_pipeline_mixin.py SKIPPEDf.pipeline_model_mapping` for `Owlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_text_to_audio <- tests/test_pipeline_mixin.py SKIPPEDpeline_model_mapping` for `Owlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_token_classification <- tests/test_pipeline_mixin.py SKIPPEDwlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_translation <- tests/test_pipeline_mixin.py SKIPPEDne_model_mapping` for `Owlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_video_classification <- tests/test_pipeline_mixin.py SKIPPEDwlv2ModelTest`.) [ 84%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_visual_question_answering <- tests/test_pipeline_mixin.py SKIPPEDfor `Owlv2ModelTest`.) [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_zero_shot <- tests/test_pipeline_mixin.py SKIPPEDmodel_mapping` for `Owlv2ModelTest`.) [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_zero_shot_audio_classification <- tests/test_pipeline_mixin.py SKIPPEDing` for `Owlv2ModelTest`.) [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_zero_shot_image_classification <- tests/test_pipeline_mixin.py SKIPPEDing` for `Owlv2ModelTest`.) [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pipeline_zero_shot_object_detection <- tests/test_pipeline_mixin.py PASSED [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 85%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_retain_grad_hidden_states_attentions SKIPPED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_save_load <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_save_load_fast_init_from_base <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_save_load_fast_init_to_base <- tests/test_modeling_common.py PASSED [ 86%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torch_fx <- tests/test_modeling_common.py SKIPPED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 87%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_training <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_training_gradient_checkpointing <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_training_gradient_checkpointing_use_reentrant <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_training_gradient_checkpointing_use_reentrant_false <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_batching_equivalence <- tests/test_modeling_common.py PASSED [ 88%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_can_use_safetensors <- tests/test_modeling_common.py PASSED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_correct_missing_keys <- tests/test_modeling_common.py PASSED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_cpu_offload <- tests/test_modeling_common.py SKIPPED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_determinism <- tests/test_modeling_common.py PASSED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_disk_offload_bin <- tests/test_modeling_common.py SKIPPED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_disk_offload_safetensors <- tests/test_modeling_common.py SKIPPED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_eager_matches_sdpa_generate <- tests/test_modeling_common.py SKIPPED [ 89%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_eager_matches_sdpa_inference_0_float16 <- tests/test_modeling_common.py SKIPPED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_eager_matches_sdpa_inference_1_bfloat16 <- tests/test_modeling_common.py SKIPPED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_eager_matches_sdpa_inference_2_float32 <- tests/test_modeling_common.py SKIPPED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_equivalence_flax_to_pt <- tests/test_modeling_common.py PASSED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_equivalence_pt_to_flax <- tests/test_modeling_common.py PASSED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_fast_init_context_manager <- tests/test_modeling_common.py PASSED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_fast_init_tied_embeddings <- tests/test_modeling_common.py PASSED [ 90%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_feed_forward_chunking <- tests/test_modeling_common.py PASSED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_conversion <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_fp32_ln <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_from_config <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_generate_left_padding <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_generate_padding_right <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_generate_use_cache <- tests/test_modeling_common.py SKIPPED [ 91%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_inference <- tests/test_modeling_common.py SKIPPED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flash_attn_2_inference_padding_right <- tests/test_modeling_common.py SKIPPED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_flax_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_forward_signature SKIPPED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_from_pretrained_no_checkpoint <- tests/test_modeling_common.py PASSED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_gradient_checkpointing_backward_compatibility <- tests/test_modeling_common.py PASSED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_gradient_checkpointing_enable_disable <- tests/test_modeling_common.py PASSED [ 92%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_head_pruning <- tests/test_modeling_common.py PASSED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_head_pruning_integration <- tests/test_modeling_common.py PASSED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_head_pruning_save_load_from_config_init <- tests/test_modeling_common.py PASSED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_head_pruning_save_load_from_pretrained <- tests/test_modeling_common.py PASSED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_headmasking <- tests/test_modeling_common.py PASSED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_hidden_states_output SKIPPED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_initialization SKIPPED [ 93%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_inputs_embeds SKIPPED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_keep_in_fp32_modules <- tests/test_modeling_common.py PASSED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_load_save_without_tied_weights <- tests/test_modeling_common.py PASSED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_load_with_mismatched_shapes <- tests/test_modeling_common.py PASSED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_matched_shapes_have_loaded_weights_when_some_mismatched_shapes_exist <- tests/test_modeling_common.py PASSED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_mismatched_shapes_have_properly_initialized_weights <- tests/test_modeling_common.py PASSED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model PASSED    [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_common_attributes SKIPPED [ 94%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_from_pretrained PASSED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_is_small <- tests/test_modeling_common.py PASSED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_main_input_name <- tests/test_modeling_common.py PASSED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_outputs_equivalence <- tests/test_modeling_common.py PASSED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_parallel_equal_results <- tests/test_modeling_common.py SKIPPED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_parallelism <- tests/test_modeling_common.py SKIPPED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_parallelization <- tests/test_modeling_common.py SKIPPED [ 95%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_model_weights_reload_no_missing_tied_weights <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_multi_gpu_data_parallel_forward <- tests/test_modeling_common.py SKIPPED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_problem_types <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_pt_tf_model_equivalence <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_resize_embeddings_untied <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_resize_position_vector_embeddings <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_resize_tokens_embeddings <- tests/test_modeling_common.py PASSED [ 96%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_retain_grad_hidden_states_attentions SKIPPED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_save_load <- tests/test_modeling_common.py PASSED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_save_load_fast_init_from_base SKIPPED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_save_load_fast_init_to_base <- tests/test_modeling_common.py PASSED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_save_load_keys_to_ignore_on_save <- tests/test_modeling_common.py PASSED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_tf_from_pt_safetensors <- tests/test_modeling_common.py PASSED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_tie_model_weights <- tests/test_modeling_common.py PASSED [ 97%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_tied_weights_keys <- tests/test_modeling_common.py PASSED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torch_fx <- tests/test_modeling_common.py SKIPPED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torch_fx_output_loss <- tests/test_modeling_common.py SKIPPED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torch_save_load <- tests/test_modeling_common.py PASSED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_output_attentions <- tests/test_modeling_common.py PASSED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_output_hidden_state <- tests/test_modeling_common.py PASSED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_simple <- tests/test_modeling_common.py PASSED [ 98%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_training SKIPPED [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_training_gradient_checkpointing SKIPPED [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_training_gradient_checkpointing_use_reentrant SKIPPEDub.com/huggingface/transformers/pull/27124) [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_training_gradient_checkpointing_use_reentrant_false SKIPPEDub.com/huggingface/transformers/pull/27124) [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelIntegrationTest::test_inference PASSED  [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelIntegrationTest::test_inference_object_detection PASSED [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelIntegrationTest::test_inference_one_shot_object_detection PASSED [ 99%]
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelIntegrationTest::test_inference_one_shot_object_detection_fp16 SKIPPED [100%]

========================================= warnings summary =========================================
../../usr/local/lib/python3.10/dist-packages/_pytest/config/__init__.py:1373
  /usr/local/lib/python3.10/dist-packages/_pytest/config/__init__.py:1373: PytestConfigWarning: Unknown config option: doctest_glob
  
    self._warn_or_fail_if_strict(f"Unknown config option: {key}\n")

src/transformers/deepspeed.py:23
  /content/transformers/src/transformers/deepspeed.py:23: FutureWarning: transformers.deepspeed module is deprecated and will be removed in a future version. Please import deepspeed modules directly from transformers.integrations
    warnings.warn(

tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_fast_init_context_manager
  /content/transformers/tests/test_modeling_common.py:465: FutureWarning: `torch.testing.assert_allclose()` is deprecated since 1.12 and will be removed in a future release. Please use `torch.testing.assert_close()` instead. You can find detailed upgrade instructions in https://github.com/pytorch/pytorch/issues/61844.
    torch.testing.assert_allclose(init_instance.linear.bias, expected_bias, rtol=1e-3, atol=1e-4)

tests/models/owlvit/test_modeling_owlvit.py::OwlViTVisionModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_fast_init_context_manager
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2VisionModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_fast_init_context_manager
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_fast_init_context_manager
  /content/transformers/tests/test_modeling_common.py:468: FutureWarning: `torch.testing.assert_allclose()` is deprecated since 1.12 and will be removed in a future release. Please use `torch.testing.assert_close()` instead. You can find detailed upgrade instructions in https://github.com/pytorch/pytorch/issues/61844.
    torch.testing.assert_allclose(

tests/models/owlvit/test_modeling_owlvit.py: 12 warnings
tests/models/owlv2/test_modeling_owlv2.py: 12 warnings
  /content/transformers/src/transformers/modeling_utils.py:4225: FutureWarning: `_is_quantized_training_enabled` is going to be deprecated in transformers 4.39.0. Please use `model.hf_quantizer.is_trainable` instead
    warnings.warn(

tests/models/owlvit/test_modeling_owlvit.py: 12 warnings
  /content/transformers/src/transformers/models/owlvit/modeling_owlvit.py:386: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if attn_weights.size() != (bsz * self.num_heads, tgt_len, src_len):

tests/models/owlvit/test_modeling_owlvit.py: 12 warnings
  /content/transformers/src/transformers/models/owlvit/modeling_owlvit.py:429: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if attn_output.size() != (bsz * self.num_heads, tgt_len, self.head_dim):

tests/models/owlvit/test_modeling_owlvit.py: 9 warnings
tests/models/owlv2/test_modeling_owlv2.py: 9 warnings
  /content/transformers/src/transformers/modeling_attn_mask_utils.py:86: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if input_shape[-1] > 1 or self.sliding_window is not None:

tests/models/owlvit/test_modeling_owlvit.py: 9 warnings
tests/models/owlv2/test_modeling_owlv2.py: 9 warnings
  /content/transformers/src/transformers/modeling_attn_mask_utils.py:162: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if past_key_values_length > 0:

tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_output_attentions
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_output_hidden_state
tests/models/owlvit/test_modeling_owlvit.py::OwlViTTextModelTest::test_torchscript_simple
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_output_attentions
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_output_hidden_state
tests/models/owlvit/test_modeling_owlvit.py::OwlViTModelTest::test_torchscript_simple
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_output_attentions
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_output_hidden_state
tests/models/owlvit/test_modeling_owlvit.py::OwlViTForObjectDetectionTest::test_torchscript_simple
  /content/transformers/src/transformers/models/owlvit/modeling_owlvit.py:394: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if causal_attention_mask.size() != (bsz, 1, tgt_len, src_len):

tests/models/owlv2/test_modeling_owlv2.py: 12 warnings
  /content/transformers/src/transformers/models/owlv2/modeling_owlv2.py:393: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if attn_weights.size() != (bsz * self.num_heads, tgt_len, src_len):

tests/models/owlv2/test_modeling_owlv2.py: 12 warnings
  /content/transformers/src/transformers/models/owlv2/modeling_owlv2.py:436: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if attn_output.size() != (bsz * self.num_heads, tgt_len, self.head_dim):

tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_output_attentions
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_output_hidden_state
tests/models/owlv2/test_modeling_owlv2.py::Owlv2TextModelTest::test_torchscript_simple
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_output_attentions
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_output_hidden_state
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ModelTest::test_torchscript_simple
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_output_attentions
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_output_hidden_state
tests/models/owlv2/test_modeling_owlv2.py::Owlv2ForObjectDetectionTest::test_torchscript_simple
  /content/transformers/src/transformers/models/owlv2/modeling_owlv2.py:401: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
    if causal_attention_mask.size() != (bsz, 1, tgt_len, src_len):

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
==================== 434 passed, 283 skipped, 144 warnings in 318.76s (0:05:18) ====================
```

Also, I am not sure whether is need to create a new PR or how to again trigger this PR with updated code.
And also, I think I was not able to correctly add @nvbinh15 as a contributer. If I can do it now, please let me know how can I do it. Ant links will be helpful. Thanks! 

@RVV-karma Thanks for sharing the test outputs! 

Here's a guide: https://docs.github.com/en/pull-requests/committing-changes-to-your-project/creating-and-editing-commits/creating-a-commit-with-multiple-authors

If you don't have anything else to commit, you can do an empty commit to add the contribution e.g.:
```
git commit --allow-empty -m "Co-authored by: nvbinh15 <binh.pdc01@gmail.com>"
```

You'll need to run `make fix-copies` and `make fixup` to resolve the quality issues

Thanks a lot @amyeroberts!
I have made the code consistent in owlv2, and added @nvbinh15 as a contributor.
I'm neither getting any errors in the slow test, nor any quality issues.
Please review it and let me know for any changes.

Also, here is the output from `make fixup`:
```
Checking/fixing examples/flax/image-captioning/run_image_captioning_flax.py examples/flax/language-modeling/run_bart_dlm_flax.py examples/flax/language-modeling/run_clm_flax.py examples/flax/language-modeling/run_mlm_flax.py examples/flax/language-modeling/run_t5_mlm_flax.py examples/flax/question-answering/run_qa.py examples/flax/speech-recognition/run_flax_speech_recognition_seq2seq.py examples/flax/summarization/run_summarization_flax.py examples/flax/text-classification/run_flax_glue.py examples/flax/token-classification/run_flax_ner.py examples/flax/vision/run_image_classification.py examples/pytorch/image-classification/run_image_classification_no_trainer.py examples/pytorch/image-pretraining/run_mim_no_trainer.py examples/pytorch/language-modeling/run_clm_no_trainer.py examples/pytorch/language-modeling/run_mlm_no_trainer.py examples/pytorch/multiple-choice/run_swag_no_trainer.py examples/pytorch/question-answering/run_qa_beam_search_no_trainer.py examples/pytorch/question-answering/run_qa_no_trainer.py examples/pytorch/semantic-segmentation/run_semantic_segmentation_no_trainer.py examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py examples/pytorch/summarization/run_summarization_no_trainer.py examples/pytorch/text-classification/run_glue.py examples/pytorch/text-classification/run_glue_no_trainer.py examples/pytorch/token-classification/run_ner_no_trainer.py examples/pytorch/translation/run_translation.py examples/pytorch/translation/run_translation_no_trainer.py examples/research_projects/jax-projects/wav2vec2/run_wav2vec2_pretrain_flax.py examples/research_projects/rag-end2end-retriever/lightning_base.py examples/tensorflow/image-classification/run_image_classification.py examples/tensorflow/multiple-choice/run_swag.py examples/tensorflow/question-answering/run_qa.py examples/tensorflow/summarization/run_summarization.py examples/tensorflow/text-classification/run_glue.py examples/tensorflow/text-classification/run_text_classification.py examples/tensorflow/translation/run_translation.py src/transformers/__init__.py src/transformers/audio_utils.py src/transformers/cache_utils.py src/transformers/convert_slow_tokenizer.py src/transformers/generation/configuration_utils.py src/transformers/generation/logits_process.py src/transformers/generation/utils.py src/transformers/integrations/__init__.py src/transformers/integrations/bitsandbytes.py src/transformers/integrations/integration_utils.py src/transformers/integrations/quanto.py src/transformers/modeling_flax_utils.py src/transformers/modeling_tf_utils.py src/transformers/modeling_utils.py src/transformers/models/__init__.py src/transformers/models/auto/__init__.py src/transformers/models/auto/configuration_auto.py src/transformers/models/auto/image_processing_auto.py src/transformers/models/auto/modeling_auto.py src/transformers/models/auto/tokenization_auto.py src/transformers/models/autoformer/modeling_autoformer.py src/transformers/models/bert/modeling_tf_bert.py src/transformers/models/clipseg/modeling_clipseg.py src/transformers/models/codegen/modeling_codegen.py src/transformers/models/cohere/__init__.py src/transformers/models/cohere/configuration_cohere.py src/transformers/models/cohere/modeling_cohere.py src/transformers/models/cohere/tokenization_cohere_fast.py src/transformers/models/encodec/modeling_encodec.py src/transformers/models/funnel/modeling_funnel.py src/transformers/models/fuyu/modeling_fuyu.py src/transformers/models/gemma/configuration_gemma.py src/transformers/models/gemma/convert_gemma_weights_to_hf.py src/transformers/models/gemma/modeling_flax_gemma.py src/transformers/models/gemma/modeling_gemma.py src/transformers/models/gptj/modeling_gptj.py src/transformers/models/idefics/modeling_idefics.py src/transformers/models/llama/modeling_llama.py src/transformers/models/mamba/configuration_mamba.py src/transformers/models/mamba/modeling_mamba.py src/transformers/models/mask2former/modeling_mask2former.py src/transformers/models/maskformer/modeling_maskformer.py src/transformers/models/musicgen_melody/__init__.py src/transformers/models/musicgen_melody/configuration_musicgen_melody.py src/transformers/models/musicgen_melody/convert_musicgen_melody_transformers.py src/transformers/models/musicgen_melody/feature_extraction_musicgen_melody.py src/transformers/models/musicgen_melody/modeling_musicgen_melody.py src/transformers/models/musicgen_melody/processing_musicgen_melody.py src/transformers/models/oneformer/modeling_oneformer.py src/transformers/models/owlv2/modeling_owlv2.py src/transformers/models/owlvit/modeling_owlvit.py src/transformers/models/pvt_v2/__init__.py src/transformers/models/pvt_v2/configuration_pvt_v2.py src/transformers/models/pvt_v2/convert_pvt_v2_to_pytorch.py src/transformers/models/pvt_v2/modeling_pvt_v2.py src/transformers/models/rag/configuration_rag.py src/transformers/models/rag/retrieval_rag.py src/transformers/models/superpoint/__init__.py src/transformers/models/superpoint/configuration_superpoint.py src/transformers/models/superpoint/convert_superpoint_to_pytorch.py src/transformers/models/superpoint/image_processing_superpoint.py src/transformers/models/superpoint/modeling_superpoint.py src/transformers/models/trocr/modeling_trocr.py src/transformers/models/tvp/modeling_tvp.py src/transformers/models/vision_encoder_decoder/modeling_vision_encoder_decoder.py src/transformers/models/whisper/generation_whisper.py src/transformers/models/yoso/modeling_yoso.py src/transformers/optimization.py src/transformers/pipelines/automatic_speech_recognition.py src/transformers/pipelines/base.py src/transformers/pipelines/conversational.py src/transformers/pipelines/document_question_answering.py src/transformers/pipelines/image_to_text.py src/transformers/pipelines/table_question_answering.py src/transformers/quantizers/auto.py src/transformers/quantizers/base.py src/transformers/quantizers/quantizer_bnb_4bit.py src/transformers/quantizers/quantizer_bnb_8bit.py src/transformers/quantizers/quantizer_quanto.py src/transformers/testing_utils.py src/transformers/tokenization_utils_base.py src/transformers/tools/base.py src/transformers/trainer.py src/transformers/trainer_pt_utils.py src/transformers/trainer_seq2seq.py src/transformers/trainer_utils.py src/transformers/training_args.py src/transformers/utils/__init__.py src/transformers/utils/dummy_pt_objects.py src/transformers/utils/dummy_tokenizers_objects.py src/transformers/utils/dummy_torchaudio_objects.py src/transformers/utils/dummy_vision_objects.py src/transformers/utils/fx.py src/transformers/utils/import_utils.py src/transformers/utils/quantization_config.py tests/extended/test_trainer_ext.py tests/fsdp/test_fsdp.py tests/generation/test_utils.py tests/models/albert/test_tokenization_albert.py tests/models/align/test_modeling_align.py tests/models/altclip/test_modeling_altclip.py tests/models/autoformer/test_modeling_autoformer.py tests/models/bark/test_modeling_bark.py tests/models/bart/test_tokenization_bart.py tests/models/barthez/test_tokenization_barthez.py tests/models/bartpho/test_tokenization_bartpho.py tests/models/bert/test_tokenization_bert.py tests/models/bert_generation/test_tokenization_bert_generation.py tests/models/bert_japanese/test_tokenization_bert_japanese.py tests/models/bertweet/test_tokenization_bertweet.py tests/models/big_bird/test_tokenization_big_bird.py tests/models/biogpt/test_tokenization_biogpt.py tests/models/blenderbot_small/test_tokenization_blenderbot_small.py tests/models/blip/test_modeling_blip.py tests/models/blip_2/test_modeling_blip_2.py tests/models/bloom/test_tokenization_bloom.py tests/models/camembert/test_tokenization_camembert.py tests/models/canine/test_tokenization_canine.py tests/models/chinese_clip/test_modeling_chinese_clip.py tests/models/clap/test_modeling_clap.py tests/models/clip/test_modeling_clip.py tests/models/clip/test_tokenization_clip.py tests/models/clipseg/test_modeling_clipseg.py tests/models/clvp/test_modeling_clvp.py tests/models/clvp/test_tokenization_clvp.py tests/models/code_llama/test_tokenization_code_llama.py tests/models/codegen/test_tokenization_codegen.py tests/models/cohere/__init__.py tests/models/cohere/test_modeling_cohere.py tests/models/cohere/test_tokenization_cohere.py tests/models/conditional_detr/test_modeling_conditional_detr.py tests/models/cpmant/test_modeling_cpmant.py tests/models/cpmant/test_tokenization_cpmant.py tests/models/ctrl/test_tokenization_ctrl.py tests/models/deberta/test_tokenization_deberta.py tests/models/deberta_v2/test_tokenization_deberta_v2.py tests/models/detr/test_modeling_detr.py tests/models/distilbert/test_tokenization_distilbert.py tests/models/dpr/test_tokenization_dpr.py tests/models/dpt/test_modeling_dpt_hybrid.py tests/models/electra/test_tokenization_electra.py tests/models/encodec/test_modeling_encodec.py tests/models/ernie_m/test_tokenization_ernie_m.py tests/models/fastspeech2_conformer/test_modeling_fastspeech2_conformer.py tests/models/fastspeech2_conformer/test_tokenization_fastspeech2_conformer.py tests/models/flava/test_modeling_flava.py tests/models/fnet/test_tokenization_fnet.py tests/models/fsmt/test_tokenization_fsmt.py tests/models/funnel/test_tokenization_funnel.py tests/models/gemma/test_tokenization_gemma.py tests/models/gpt2/test_tokenization_gpt2.py tests/models/gpt_neox_japanese/test_tokenization_gpt_neox_japanese.py tests/models/gpt_sw3/test_tokenization_gpt_sw3.py tests/models/gptj/test_modeling_gptj.py tests/models/gptsan_japanese/test_tokenization_gptsan_japanese.py tests/models/groupvit/test_modeling_groupvit.py tests/models/herbert/test_tokenization_herbert.py tests/models/informer/test_modeling_informer.py tests/models/instructblip/test_modeling_instructblip.py tests/models/kosmos2/test_modeling_kosmos2.py tests/models/layoutlm/test_tokenization_layoutlm.py tests/models/layoutlmv2/test_modeling_layoutlmv2.py tests/models/layoutlmv2/test_tokenization_layoutlmv2.py tests/models/layoutlmv3/test_tokenization_layoutlmv3.py tests/models/layoutxlm/test_tokenization_layoutxlm.py tests/models/led/test_tokenization_led.py tests/models/llama/test_tokenization_llama.py tests/models/longformer/test_modeling_longformer.py tests/models/longformer/test_tokenization_longformer.py tests/models/luke/test_tokenization_luke.py tests/models/lxmert/test_tokenization_lxmert.py tests/models/m2m_100/test_tokenization_m2m_100.py tests/models/marian/test_tokenization_marian.py tests/models/markuplm/test_tokenization_markuplm.py tests/models/maskformer/test_modeling_maskformer.py tests/models/mbart/test_tokenization_mbart.py tests/models/mbart50/test_tokenization_mbart50.py tests/models/mgp_str/test_tokenization_mgp_str.py tests/models/mluke/test_tokenization_mluke.py tests/models/mobilebert/test_tokenization_mobilebert.py tests/models/mobilenet_v2/test_modeling_mobilenet_v2.py tests/models/mpnet/test_tokenization_mpnet.py tests/models/mra/test_modeling_mra.py tests/models/musicgen/test_modeling_musicgen.py tests/models/musicgen_melody/__init__.py tests/models/musicgen_melody/test_feature_extraction_musicgen_melody.py tests/models/musicgen_melody/test_modeling_musicgen_melody.py tests/models/musicgen_melody/test_processor_musicgen_melody.py tests/models/mvp/test_tokenization_mvp.py tests/models/nllb/test_tokenization_nllb.py tests/models/nougat/test_tokenization_nougat.py tests/models/openai/test_tokenization_openai.py tests/models/owlv2/test_modeling_owlv2.py tests/models/owlvit/test_modeling_owlvit.py tests/models/pegasus/test_tokenization_pegasus.py tests/models/perceiver/test_tokenization_perceiver.py tests/models/phobert/test_tokenization_phobert.py tests/models/pix2struct/test_modeling_pix2struct.py tests/models/plbart/test_tokenization_plbart.py tests/models/prophetnet/test_tokenization_prophetnet.py tests/models/pvt_v2/__init__.py tests/models/pvt_v2/test_modeling_pvt_v2.py tests/models/qwen2/test_tokenization_qwen2.py tests/models/rag/test_modeling_rag.py tests/models/rag/test_modeling_tf_rag.py tests/models/realm/test_tokenization_realm.py tests/models/reformer/test_tokenization_reformer.py tests/models/rembert/test_tokenization_rembert.py tests/models/roberta/test_tokenization_roberta.py tests/models/roc_bert/test_tokenization_roc_bert.py tests/models/roformer/test_tokenization_roformer.py tests/models/seamless_m4t/test_tokenization_seamless_m4t.py tests/models/seggpt/test_modeling_seggpt.py tests/models/siglip/test_modeling_siglip.py tests/models/siglip/test_tokenization_siglip.py tests/models/speech_to_text/test_modeling_speech_to_text.py tests/models/speech_to_text/test_tokenization_speech_to_text.py tests/models/speech_to_text_2/test_tokenization_speech_to_text_2.py tests/models/speecht5/test_modeling_speecht5.py tests/models/speecht5/test_tokenization_speecht5.py tests/models/squeezebert/test_tokenization_squeezebert.py tests/models/superpoint/__init__.py tests/models/superpoint/test_image_processing_superpoint.py tests/models/superpoint/test_modeling_superpoint.py tests/models/t5/test_tokenization_t5.py tests/models/table_transformer/test_modeling_table_transformer.py tests/models/tapas/test_tokenization_tapas.py tests/models/time_series_transformer/test_modeling_time_series_transformer.py tests/models/udop/test_tokenization_udop.py tests/models/univnet/test_modeling_univnet.py tests/models/vilt/test_modeling_vilt.py tests/models/vit_hybrid/test_modeling_vit_hybrid.py tests/models/vit_mae/test_modeling_vit_mae.py tests/models/vits/test_modeling_vits.py tests/models/vits/test_tokenization_vits.py tests/models/wav2vec2/test_tokenization_wav2vec2.py tests/models/wav2vec2_phoneme/test_tokenization_wav2vec2_phoneme.py tests/models/whisper/test_modeling_whisper.py tests/models/whisper/test_tokenization_whisper.py tests/models/x_clip/test_modeling_x_clip.py tests/models/xglm/test_tokenization_xglm.py tests/models/xlm/test_tokenization_xlm.py tests/models/xlm_prophetnet/test_tokenization_xlm_prophetnet.py tests/models/xlm_roberta/test_tokenization_xlm_roberta.py tests/models/xlnet/test_tokenization_xlnet.py tests/quantization/quanto_integration/__init__.py tests/quantization/quanto_integration/test_quanto.py tests/test_configuration_utils.py tests/test_feature_extraction_utils.py tests/test_image_processing_utils.py tests/test_modeling_common.py tests/test_modeling_tf_utils.py tests/test_modeling_utils.py tests/test_tokenization_common.py tests/test_tokenization_utils.py tests/trainer/test_trainer.py tests/trainer/test_trainer_seq2seq.py tests/utils/test_audio_utils.py utils/check_copies.py utils/check_docstrings.py utils/check_repo.py utils/tests_fetcher.py
297 files left unchanged
python utils/custom_init_isort.py
python utils/sort_auto_mappings.py
python utils/check_doc_toc.py --fix_and_overwrite
running deps_table_update
updating src/transformers/dependency_versions_table.py
python utils/check_copies.py
python utils/check_table.py
python utils/check_dummies.py
python utils/check_repo.py
2024-03-20 14:23:26.474235: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-03-20 14:23:26.474301: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-03-20 14:23:26.475888: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-03-20 14:23:27.577134: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
Checking all models are included.
Checking all models are public.
2024-03-20 14:23:33.483980: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:47] Overriding orig_value setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.
/content/transformers/src/transformers/deepspeed.py:23: FutureWarning: transformers.deepspeed module is deprecated and will be removed in a future version. Please import deepspeed modules directly from transformers.integrations
  warnings.warn(
Checking all models are properly tested.
Checking all objects are properly documented.
Checking all models are in at least one auto class.
Checking all names in auto name mappings are defined.
Checking all keys in auto name mappings are defined in `CONFIG_MAPPING_NAMES`.
Checking all auto mappings could be imported.
Checking all objects are equally (across frameworks) in the main __init__.
Using TensorFlow backend
/content/transformers/src/transformers/generation_flax_utils.py:24: FutureWarning: Importing `FlaxGenerationMixin` from `src/transformers/generation_flax_utils.py` is deprecated and will be removed in Transformers v4.40. Import as `from transformers import FlaxGenerationMixin` instead.
  warnings.warn(
/content/transformers/src/transformers/generation_tf_utils.py:24: FutureWarning: Importing `TFGenerationMixin` from `src/transformers/generation_tf_utils.py` is deprecated and will be removed in Transformers v4.40. Import as `from transformers import TFGenerationMixin` instead.
  warnings.warn(
/content/transformers/src/transformers/generation_utils.py:24: FutureWarning: Importing `GenerationMixin` from `src/transformers/generation_utils.py` is deprecated and will be removed in Transformers v4.40. Import as `from transformers import GenerationMixin` instead.
  warnings.warn(
No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)
Checking the DEPRECATED_MODELS constant is up to date.
python utils/check_inits.py
python utils/check_config_docstrings.py
python utils/check_config_attributes.py
python utils/check_doctest_list.py
python utils/update_metadata.py --check-only
2024-03-20 14:23:56.086516: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-03-20 14:23:56.086572: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-03-20 14:23:56.088011: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-03-20 14:23:57.301061: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
python utils/check_task_guides.py
python utils/check_docstrings.py
2024-03-20 14:24:05.777878: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-03-20 14:24:05.777951: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-03-20 14:24:05.779878: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-03-20 14:24:07.453961: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
/content/transformers/src/transformers/deepspeed.py:23: FutureWarning: transformers.deepspeed module is deprecated and will be removed in a future version. Please import deepspeed modules directly from transformers.integrations
  warnings.warn(
2024-03-20 14:24:38.699831: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:47] Overriding orig_value setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.
python utils/check_support_list.py
```