The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
language_model.model.layers.0 4
language_model.model.layers.1 4
language_model.model.layers.2 4
language_model.model.layers.3 4
language_model.model.layers.4 4
language_model.model.layers.5 4
language_model.model.layers.6 4
language_model.model.layers.7 4
language_model.model.layers.8 4
language_model.model.layers.9 4
language_model.model.layers.10 4
language_model.model.layers.11 4
language_model.model.layers.12 4
language_model.model.layers.13 4
language_model.model.layers.14 4
language_model.model.layers.15 4
language_model.model.layers.16 4
language_model.model.layers.17 4
language_model.model.layers.18 4
language_model.model.layers.19 4
language_model.model.layers.20 4
language_model.model.layers.21 4
language_model.model.layers.22 4
language_model.model.layers.23 4
vision_model.encoder.layers.0 0
vision_model.encoder.layers.1 0
vision_model.encoder.layers.2 0
vision_model.encoder.layers.3 0
vision_model.encoder.layers.4 0
vision_model.encoder.layers.5 0
vision_model.encoder.layers.6 0
vision_model.encoder.layers.7 0
vision_model.encoder.layers.8 0
vision_model.encoder.layers.9 0
vision_model.encoder.layers.10 0
vision_model.encoder.layers.11 0
vision_model.encoder.layers.12 0
vision_model.encoder.layers.13 0
vision_model.encoder.layers.14 0
vision_model.encoder.layers.15 0
vision_model.encoder.layers.16 0
vision_model.encoder.layers.17 0
vision_model.encoder.layers.18 0
vision_model.encoder.layers.19 0
vision_model.encoder.layers.20 0
vision_model.encoder.layers.21 0
vision_model.encoder.layers.22 0
vision_model.encoder.layers.23 0
vision_model.embeddings 0
mlp1 0
language_model.model.tok_embeddings 4
language_model.model.norm 4
language_model.output 4
language_model.model.embed_tokens 4
language_model.lm_head 4
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Rank [3] Begin to eval model work_dirs/share_internvl/InternVL2-2B on task ObjectInteraction, devices: {device(type='cuda', index=3), device(type='cuda', index=7)}
Initialization Finished
Predicting ObjectInteraction Using internvl
Proceeding 19-length images samples | Num: 7
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Rank [0] Begin to eval model work_dirs/share_internvl/InternVL2-2B on task ObjectInteraction, devices: {device(type='cuda', index=0), device(type='cuda', index=4)}
Initialization Finished
Predicting ObjectInteraction Using internvl
Proceeding 19-length images samples | Num: 7
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Rank [2] Begin to eval model work_dirs/share_internvl/InternVL2-2B on task ObjectInteraction, devices: {device(type='cuda', index=2), device(type='cuda', index=6)}
Rank [1] Begin to eval model work_dirs/share_internvl/InternVL2-2B on task ObjectInteraction, devices: {device(type='cuda', index=1), device(type='cuda', index=5)}
Initialization Finished
Predicting ObjectInteraction Using internvl
Proceeding 19-length images samples | Num: 7
Initialization Finished
Predicting ObjectInteraction Using internvl
Proceeding 19-length images samples | Num: 7
Proceeding 32-length images samples | Num: 16

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Proceeding 32-length images samples | Num: 16

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Proceeding 32-length images samples | Num: 16

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Proceeding 30-length images samples | Num: 49

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Proceeding 30-length images samples | Num: 49

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Proceeding 30-length images samples | Num: 49
Proceeding 30-length images samples | Num: 49

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Proceeding 31-length images samples | Num: 11

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Proceeding 31-length images samples | Num: 11

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Proceeding 31-length images samples | Num: 11
Proceeding 31-length images samples | Num: 11

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Proceeding 44-length images samples | Num: 5

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Proceeding 44-length images samples | Num: 5

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Proceeding 34-length images samples | Num: 8

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Proceeding 44-length images samples | Num: 5

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Proceeding 34-length images samples | Num: 8
Proceeding 44-length images samples | Num: 5

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Proceeding 34-length images samples | Num: 8

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Proceeding 35-length images samples | Num: 6

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Proceeding 35-length images samples | Num: 6

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Proceeding 17-length images samples | Num: 4

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Proceeding 35-length images samples | Num: 6

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Proceeding 17-length images samples | Num: 4
Proceeding 34-length images samples | Num: 8

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Proceeding 26-length images samples | Num: 2

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Proceeding 29-length images samples | Num: 12

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Proceeding 26-length images samples | Num: 2

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Proceeding 29-length images samples | Num: 12
Proceeding 35-length images samples | Num: 6

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Proceeding 17-length images samples | Num: 4

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Proceeding 21-length images samples | Num: 6

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Proceeding 26-length images samples | Num: 2

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Proceeding 21-length images samples | Num: 6

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Proceeding 16-length images samples | Num: 2

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Proceeding 29-length images samples | Num: 12

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Proceeding 16-length images samples | Num: 2
Proceeding 17-length images samples | Num: 4

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Proceeding 33-length images samples | Num: 10
Proceeding 26-length images samples | Num: 2
Proceeding 29-length images samples | Num: 12

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Proceeding 20-length images samples | Num: 1

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Proceeding 20-length images samples | Num: 1

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Proceeding 27-length images samples | Num: 8

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Proceeding 27-length images samples | Num: 8

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Proceeding 21-length images samples | Num: 6
Proceeding 16-length images samples | Num: 2

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Proceeding 37-length images samples | Num: 6

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Proceeding 33-length images samples | Num: 10

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Proceeding 37-length images samples | Num: 6
Proceeding 21-length images samples | Num: 6

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Proceeding 38-length images samples | Num: 4

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Proceeding 38-length images samples | Num: 4
Proceeding 16-length images samples | Num: 2

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Proceeding 28-length images samples | Num: 7
Proceeding 33-length images samples | Num: 10

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Proceeding 36-length images samples | Num: 2

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Proceeding 20-length images samples | Num: 1

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Proceeding 28-length images samples | Num: 7

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Proceeding 59-length images samples | Num: 1

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Proceeding 27-length images samples | Num: 8

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Proceeding 24-length images samples | Num: 2

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Proceeding 25-length images samples | Num: 6

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Proceeding 39-length images samples | Num: 4

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Proceeding 36-length images samples | Num: 2

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Proceeding 59-length images samples | Num: 1

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Proceeding 37-length images samples | Num: 6
Proceeding 20-length images samples | Num: 1

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Proceeding 47-length images samples | Num: 1

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Proceeding 15-length images samples | Num: 1

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Proceeding 25-length images samples | Num: 6
Proceeding 27-length images samples | Num: 8

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Proceeding 18-length images samples | Num: 3

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Proceeding 39-length images samples | Num: 4

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Proceeding 73-length images samples | Num: 1

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Proceeding 38-length images samples | Num: 4

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Proceeding 60-length images samples | Num: 3

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Proceeding 45-length images samples | Num: 1
Proceeding 37-length images samples | Num: 6

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Proceeding 62-length images samples | Num: 1

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Proceeding 15-length images samples | Num: 1

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Proceeding 58-length images samples | Num: 1

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Proceeding 18-length images samples | Num: 3

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Proceeding 28-length images samples | Num: 7

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Proceeding 52-length images samples | Num: 1

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Proceeding 40-length images samples | Num: 2

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Proceeding 23-length images samples | Num: 2

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Proceeding 50-length images samples | Num: 1

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Proceeding 49-length images samples | Num: 1

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Proceeding 73-length images samples | Num: 1

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Proceeding 7-length images samples | Num: 1
Proceeding 38-length images samples | Num: 4

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Proceeding 60-length images samples | Num: 3

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Proceeding 36-length images samples | Num: 2
Proceeding 28-length images samples | Num: 7

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Proceeding 59-length images samples | Num: 1

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Proceeding 45-length images samples | Num: 1

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Proceeding 47-length images samples | Num: 1

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Proceeding 62-length images samples | Num: 1

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Proceeding 24-length images samples | Num: 2

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Proceeding 58-length images samples | Num: 1
Proceeding 36-length images samples | Num: 2

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Proceeding 70-length images samples | Num: 1

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Proceeding 52-length images samples | Num: 1

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Proceeding 25-length images samples | Num: 6

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Proceeding 23-length images samples | Num: 2

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Proceeding 49-length images samples | Num: 1
Proceeding 59-length images samples | Num: 1

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Proceeding 7-length images samples | Num: 1

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Proceeding 39-length images samples | Num: 4
Proceeding 47-length images samples | Num: 1

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Proceeding 15-length images samples | Num: 1

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Proceeding 18-length images samples | Num: 3
Proceeding 24-length images samples | Num: 2

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Proceeding 40-length images samples | Num: 2
Proceeding 25-length images samples | Num: 6

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Proceeding 50-length images samples | Num: 1

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Proceeding 73-length images samples | Num: 1

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Proceeding 60-length images samples | Num: 3
Proceeding 39-length images samples | Num: 4
Proceeding 15-length images samples | Num: 1

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Proceeding 45-length images samples | Num: 1

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Proceeding 62-length images samples | Num: 1
Proceeding 18-length images samples | Num: 3

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Proceeding 58-length images samples | Num: 1

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Proceeding 70-length images samples | Num: 1
Proceeding 40-length images samples | Num: 2

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Proceeding 52-length images samples | Num: 1

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Proceeding 23-length images samples | Num: 2
Proceeding 50-length images samples | Num: 1

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Proceeding 49-length images samples | Num: 1

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Proceeding 7-length images samples | Num: 1

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Proceeding 73-length images samples | Num: 1
Proceeding 60-length images samples | Num: 3
Proceeding 45-length images samples | Num: 1
Proceeding 62-length images samples | Num: 1
Proceeding 58-length images samples | Num: 1
Proceeding 70-length images samples | Num: 1
Proceeding 52-length images samples | Num: 1
Proceeding 23-length images samples | Num: 2
Proceeding 49-length images samples | Num: 1
Proceeding 7-length images samples | Num: 1
evaluating ObjectInteraction ...
Results saved to work_dirs/share_internvl/InternVL2-2B/eval_milebench/ObjectInteraction/ObjectInteraction_240803234851.json
python eval/milebench/evaluate.py                      --data-dir /mnt/inspurfs/share_data/wangweiyun/share_data/long-context-benchmark/MileBench/datasets--FreedomIntelligence--MileBench/snapshots/53c7a58051ef88bacf76541d91f03f5ba2d71e7d                     --dataset ObjectInteraction                     --result-dir work_dirs/share_internvl/InternVL2-2B/eval_milebench/ObjectInteraction 
internvl:  ObjectInteraction:  {'Accuracy': 0.74, 'image_quantity_level-Accuracy': {'Few': 0, 'Medium': 0.7661290322580645, 'Many': 0.6973684210526315}, 'image_quantity_level-Result': {'Few': [0, 0], 'Medium': [95, 124], 'Many': [53, 76]}}