SBIC-google-t5-v1_1-large-intra_model-frequency-model_annots_str_mse

This model is a fine-tuned version of google/t5-v1_1-large on the None dataset. It achieves the following results on the evaluation set:

• Train Loss: 5.2244
• Loss: nan
• Losses: [24, 14, 2, 7, 5, 20, 4, 4, 4, 5, 2, 4, 3, 3, 5, 4, 13, 14, 7, 4, 4, 6, 6, 5, 4, 5, 3, 15, 7, 3, 4, 6, 4, 2, 8, 5, 6, 2, 9, 8, 5, 4, 5, 9, 4, 3, 4, 3, 3, 27, 13, 5, 3, 8, 5, 4, 5, 2, 4, 5, 5, 3, 3, 7, 5, 3, 4, 7, 7, 5, 8, 4, 2, 6, 6, 4, 3, 6, 5, 8, 6, 3, 4, 4, 4, 2, 4, 4, 5, 2, 17, 4, 3, 4, 3, 5, 6, 14, 19, 8, 15, 5, 5, 6, 8, 15, 5, 4, 4, 9, 4, 5, 4, 5, 2, 5, 4, 8, 16.200000000000003, 4, 3, 3, 5, 3, 4, 20, 6, 4, 13, 5, 4, 3, 2, 10, 5, 3, 6, 4, 5, 3, 2, 2, 5, 5, 5, 4, 4, 2, 3, 3, 2, 4, 3, 8, 6, 2, 4, 9, 2, 5, 4, 3, 29, 3, 3, 4, 2, 6, 19, 3, 7, 2, 3, 4, 2, 4, 6, 2, 6, 19, 4, 18, 3, 4, 3, 13, 7, 4, 4, 5, 3, 14, 6, 8, 6, 4, 2, 3, 2, 4, 6, 2, 16, 6, 7, 2, 3, 5, 5, 3, 4, 5, 4, 6, 2, 4, 3, 2, 5, 5, 5, 10, 3, 5, 20, 2, 32, 4, 3, 3, 11, 39, 5, 3, 4, 2, 3, 5, 4, 5, 4, 6, 5, 14, 4, 4, 5, 2, 6, 5, 5, 6, 5, 15, 3, 3, 5, 4, 6, 3, 5, 5, 2, 6, 5, 9, 4, 2, 5, 5, 11, 2, 8, 7, 3, 6, 26, 2, 4, 11, 4, 6, 4, 6, 4, 4, 8, 2, 3, 5, 6, 3, 4, 3, 2, 4, 4, 5, 7, 5, 6, 3, 5, 7, 6, 6, 5, 4, 4, 4, 14, 8, 7, 5, 7, 6, 3, 2, 2, 5, 4, 4, 4, 8, 4, 2, 4, 2, 4, 0, 8, 18, 20, 2, 1, 3, 11, 2, 9, 1, 6, 8, 1, 7, 8, 2, 2, 2, 2, 0, 16, 2, 0, 0, 2, 0, 2, 2, 0, 0, 0, 2, 1, 0, 0, 2, 2, 2, 0, 2, 10, 0, 1, 1, 4, 2, 0, 1, 1, 7, 8, 2, 1, 2, 7, 4, 0, 2, 2, 2, 7, 2, 4, 0, 9, 2, 0, 2, 1, 8, 2, 4, 2, 14, 3, 1, 2, 7, 7, 1, 2, 1, 2, 9, 2, 1, 1, 1, 2, 2, 7, 2, 1, 2, 8, 1, 8, 1, 2, 2, 0, 1, 14, 0, 1, 0, 3, 19, 2, 7, 2, 1, 24, 1, 14, 8, 0, 2, 2, 4, 2, 2, 2, 2, 1, 5, 2, 5, 1, 2, 2, 2, 3, 2, 5, 0, 2, 30, 0, 0, 1, 7, 7, 8, 1, 13, 6, 10, 2, 2, 2, 2, 2, 17, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 7, 2, 2, 0, 1, 2, 12, 2, 2, 4, 2, 2, 2, 2, 14, 7, 2, 0, 7, 5, 2, 2, 2, 0, 2, 2, 0, 2, 2, 1, 0, 1, 18, 0, 0, 1, 2, 10, 2, 2, 32, 0, 2, 4, 2, 2, 2, 1, 45, 2, 2, 2, 2, 0, 1, 2, 2, 2, 7, 0, 1, 1, 2, 18, 2, 2, 0, 2, 2, 2, 0, 9, 2, 36, 6, 1, 0, 7, 0, 2, 12, 10, 2, 2, 2, 2, 1, 9, 2, 6, 20, 4, 2, 2, 1, 7, 1, 4, 17, 2, 2, 11, 1, 2, 0, 2, 2, 2, 2, 9, 2, 1, 7, 2, 0, 0, 6, 0, 2, 1, 2, 1, 1, 2, 0, 0, 2, 5, 20, 6, 1, 0, 6, 2, 2, 2, 7, 2, 7, 2, 7, 4, 2, 7, 20, 2, 2, 8, 2, 14, 11, 25, 2, 8, 3, 8, 4, 3, 5, 2, 10, 19.8, 2, 2, 16, 2, 2, 2, 15, 2, 2, 2, 3, 2, 2, 2, 20, 14, 2, 2, 2, 4, 22, 2, 2, 2, 2, 2, 2, 2, 9, 14, 2, 6, 2, 36, 2, 12, 2, 2, 2, 2, 7, 8, 4, 14, 2, 8, 13, 2, 4, 2, 2, 2, 7, 2, 2, 2, 3, 2, 8, 4, 12, 17, 8, 2, 2, 2, 2, 2, 7, 4, 3, 2, 2, 2, 4, 2, 9, 2, 2, 8, 2, 13, 30, 2, 2, 8, 18.0, 8, 2, 20, 8, 2, 21, 2, 2, 2, 23, 2, 24, 17, 2, 2, 2, 10, 2, 4, 8, 8, 7, 2, 2, 2, 2, 19, 7, 4, 2, 2, 2, 2, 8, 2, 9, 7, 6, 2, 2, 10, 2, 8, 7, 2, 8, 2, 2, 2, 2, 45, 2, 2, 2, 23, 2, 4, 16, 2, 2, 17, 17, 2, 2, 9, 2, 14, 2, 2, 2, 45, 2, 2, 2, 3, 2, 2, 8, 7, 9, 7, 21, 6, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 7, 2, 2, 2, 2, 2, 2, 12, 7, 6, 2, 2, 18, 2, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 9, 4, 2, 2, 20, 5, 2, 31, 2, 2, 2, 10, 2, 2, 2, 2, 2, 9, 2, 4, 2, 2, 2, 26, 8, 2, 3, 8, 2, 23, 2, 4, 3, 59, 2, 7, 3, 9, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 30, 2, 2, 9, 2, 2, 2, 3, 2, 2, 5, 3, 3, 3, 2, 3, 14, 2, 3, 2, 12, 7, 3, 15, 6, 5, 2, 2, 6, 4, 14, 3, 2, 5, 3, 5, 3, 2, 2, 2, 2, 3, 4, 2, 5, 2, 4, 3, 11, 3, 6, 3, 7, 5, 2, 2, 4, 2, 2, 3, 12, 2, 3, 2, 4, 2, 8, 2, 18, 3, 5, 3, 4, 2, 7, 7, 3, 5, 4, 2, 4, 9, 4, 6, 4, 3, 3, 8, 7, 9, 9, 5, 2, 5, 3, 2, 2, 2, 3, 4, 6, 2, 4, 2, 4, 17, 3, 7, 6, 2, 4, 2, 7, 4, 36, 5, 3, 4, 2, 4, 2, 2, 6, 8, 4, 2, 18, 2, 3, 7, 4, 9, 8, 5, 5, 2, 2, 7, 8, 2, 7, 2, 3, 2, 3, 3, 3, 29, 2, 2, 4, 6, 3, 19, 4, 5, 3, 4, 2, 18.9, 4, 5, 2, 5, 5, 7, 29, 4, 3, 2, 39, 3, 9, 4, 2, 4, 3, 18, 4, 3, 9, 2, 4, 3, 2, 25, 4, 4, 8, 2, 2, 45, 9, 5, 2, 4, 4, 7, 13, 2, 5, 2, 9, 3, 14, 3, 4, 8, 4, 2, 3, 2, 4, 7, 3, 3, 4, 4, 20, 3, 11, 4, 2, 9, 3, 3, 3, 2, 3, 3, 3, 4, 7, 2, 3, 5, 4, 36, 3, 4, 4, 5, 2, 20, 11, 3, 4, 4, 3, 2, 4, 4, 3, 5, 2, 6, 2, 6, 3, 2, 2, 3, 7, 5, 3, 2, 7, 5, 5, 3, 5, 3, 3, 2, 4, 5, 3, 4, 3, 3, 3, 4, 2, 9, 4, 3, 6, 3, 3, 3, 3, 7, 4, 2, 3, 2, 3, 4, 3, 3, 2, 3, 9, 7, 4, 11, 3, 5, 39, 6, 18, 7, 3, 4, 8, 3, 7, 2, 3, 4, 5, 3, 7, 17, 4, 5, 2, 7, 3, 3, 45, 4, 3, 3, 8, 3, 5, 9, 2, 2, 2, 6, 2, 13, 6, 2, 9, 2, 3, 7, 15, 3, 2, 4, 7, 24, 15, 36, 5, 3, 3, 18, 7, 3, 4, 0, 19, 7, 3, 1, 1, 6, 2, 1, 2, 1, 18, 11, 2, 3, 2, 2, 4, 4, 9, 16, 3, 3, 6, 2, 10, 13, 1, 2, 2, 1, 2, 11, 0, 8, 2, 2, 6, 15, 0, 2, 1, 1, 2, 0, 3, 6, 3, 7, 4, 2, 2, 2, 2, 7, 2, 2, 10, 4, 6, 2, 6, 1, 2, 2, 2, 4, 2, 3, 3, 1, 16, 2, 13, 5, 2, 4, 0, 2, 2, 8, 7, 5, 2, 1, 7, 11, 3, 2, 0, 2, 6, 3, 2, 2, 2, 25, 0, 5, 7, 2, 8, 3, 1, 2, 2, 0, 2, 3, 5, 4, 1, 3, 2, 1, 2, 8, 2, 2, 45, 3, 2, 8, 4, 8, 3, 3, 7, 3, 1, 1, 0, 1, 1, 16, 2, 4, 5, 2, 0, 7, 2, 3, 3, 22, 18, 2, 5, 4, 2, 8, 2, 3, 2, 4, 1, 7, 2, 2, 29, 0, 7, 2, 1, 6, 15, 2, 2, 2, 2, 8, 9, 15, 4, 11, 10, 2, 2, 2, 1, 1, 3, 3, 1, 0, 2, 0, 2, 12, 1, 15, 8, 2, 7, 4, 3, 9, 2, 2, 2, 18, 0, 2, 2, 4, 0, 3, 2, 2, 1, 3, 2, 36, 1, 7, 1, 3, 0, 3, 3, 2, 1, 14, 33, 2, 1, 1, 3, 8, 2, 7, 7, 7, 0, 2, 2, 0, 2, 1, 15.3, 8, 4, 2, 2, 2, 2, 0, 2, 5, 2, 1, 30, 3, 2, 12, 6, 1, 2, 6, 9, 6, 4, 3, 3, 4, 1, 8, 3, 8, 1, 2, 2, 1, 4, 1, 2, 2, 2, 5, 6, 2]

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0001
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 200

Training results

Training Loss	Epoch	Step	Train Loss	Validation Loss	Losses
7.0931	1.0	392	12.7763	7.3574	[7, 18.0, 13.500000000000002, 4, 14.4, 19.8, 4, 13.500000000000002, 19.8, 7, 8, 15.3, 15.3, 18.0, 15.3, 19.8, 18.9, 13.5, 14.400000000000002, 13.5, 14.4, 18.0, 5, 7, 12.600000000000001, 5, 15.3, 14.400000000000002, 18.0, 13.500000000000002, 18.9, 4, 19.8, 18.0, 4, 19.8, 15.3, 4, 17.1, 17.1, 19.8, 12.600000000000001, 16.200000000000003, 15.3, 13.5, 16.200000000000003, 16.200000000000003, 17.1, 7, 13.500000000000002, 4, 18.0, 7, 2, 19.8, 4, 2, 4, 19.8, 18.9, 16.200000000000003, 4, 19.8, 4, 15.3, 19.8, 4, 18.0, 17.1, 17.1, 18.0, 4, 18.0, 19.8, 4, 16.200000000000003, 12.600000000000001, 4, 4, 16.200000000000003, 4, 15.3, 13.500000000000002, 14.400000000000002, 19.8, 19.8, 4, 10, 14.400000000000002, 18.0, 3, 14.4, 17.1, 18.0, 4, 4, 12, 19.8, 13.500000000000002, 13.500000000000002, 18.9, 6, 18.9, 4, 18.0, 4, 18.0, 19.8, 19.8, 7, 4, 18.0, 14.4, 16.200000000000003, 18.0, 8, 4, 17.1, 14.4, 17.1, 18.0, 18.0, 4, 5, 14.4, 7, 19.8, 4, 5, 9, 19.8, 16.200000000000003, 19.8, 18.9, 16.200000000000003, 6, 5, 18.0, 17.1, 17.1, 5, 18.0, 13.500000000000002, 14.400000000000002, 18.0, 13.500000000000002, 18.9, 4, 4, 4, 18.0, 16.200000000000003, 15.3, 13.5, 5, 17.1, 13.500000000000002, 10.8, 18.0, 14.4, 18.0, 18.9, 7, 15.3, 17.1, 19.8, 19.8, 7, 18.0, 19.8, 17.1, 14.4, 6, 15.3, 5, 5, 18.0, 4, 16.200000000000003, 2, 18.0, 4, 16.200000000000003, 19.8, 2, 4, 15.3, 15.3, 17.1, 18.0, 4, 7, 19.8, 16.200000000000003, 14.4, 7, 19.8, 4, 19.8, 4, 19.8, 2, 7, 4, 15.3, 19.8, 4, 8, 19.8, 16.200000000000003, 18.0, 19.8, 15.3, 15.3, 17.1, 4, 4, 18.0, 15.3, 4, 18.0, 2, 4, 6, 4, 19.8, 7, 13.5, 17.1, 14.4, 16.200000000000003, 18.0, 19.8, 5, 18.0, 19.8, 8, 19.8, 15.3, 7, 19.8, 9, 17.1, 4, 18.0, 4, 16.200000000000003, 14.4, 15.3, 4, 16.200000000000003, 2, 4, 4, 4, 6, 17.1, 16.200000000000003, 18.0, 17.1, 16.200000000000003, 18.0, 18.0, 19.8, 5, 4, 4, 11.700000000000001, 16.200000000000003, 4, 18.0, 4, 13.500000000000002, 4, 4, 18.9, 4, 4, 18.0, 18.0, 14.4, 2, 15.3, 18.0, 4, 19.8, 8, 2, 13.5, 18.0, 18.0, 4, 18.0, 7, 4, 16.200000000000003, 19.8, 9, 18.0, 18.0, 17.1, 7, 15.3, 18.0, 8, 4, 4, 18.0, 7, 4, 18.0, 18.0, 4, 4, 5, 4, 18.0, 2, 18.0, 4, 18.0, 8, 7, 15.3, 17.1, 19.8, 14.4, 16.200000000000003, 18.0, 18.0, 18.0, 6, 18.0, 14.4, 18.0, 13.500000000000002, 18.0, 17.1, 2, 18.0, 18.0, 18.9, 19.8, 4, 12.600000000000001, 18.0, 18.0, 7, 18.0, 18.0, 18.9, 4, 12.600000000000001, 16.200000000000003, 16.200000000000003, 16.200000000000003, 4, 17.1, 4, 19.8, 14.4, 14.400000000000002, 8, 5, 18.0, 19.8, 18.0, 19.8, 19.8, 12.600000000000001, 13.500000000000002, 19.8, 15.3, 18.9, 18.0, 19.8, 18.9, 18.0, 14.4, 19.8, 16.200000000000003, 19.8, 19.8, 19.8, 4, 16.200000000000003, 4, 4, 4, 19.8, 15.3, 4, 18.0, 4, 4, 4, 4, 18.9, 15.3, 13.500000000000002, 14.400000000000002, 13.500000000000002, 19.8, 4, 5, 18.0, 15.3, 18.0, 18.0, 19.8, 8, 18.9, 13.500000000000002, 16.200000000000003, 4, 19.8, 6, 19.8, 18.0, 18.0, 18.0, 8, 18.0, 11.700000000000001, 6, 8, 18.9, 19.8, 19.8, 4, 14.4, 2, 15.3, 19.8, 6, 15.3, 19.8, 18.9, 17.1, 8, 14.4, 5, 19.8, 13.500000000000002, 18.0, 17.1, 4, 18.0, 15.3, 18.9, 19.8, 18.0, 16.200000000000003, 18.9, 18.0, 4, 4, 7, 16.200000000000003, 15.3, 4, 7, 19.8, 19.8, 18.0, 8, 15.3, 4, 4, 4, 14.4, 14.400000000000002, 19.8, 4, 5, 12.600000000000001, 13.500000000000002, 5, 7, 5, 4, 18.0, 12.600000000000001, 16.200000000000003, 19.8, 14.400000000000002, 19.8, 7, 19.8, 14.4, 18.0, 4, 24, 5, 4, 5, 18.9, 2, 18.0, 14.4, 10.8, 17.1, 14.400000000000002, 18.9, 16.200000000000003, 18.0, 18.0, 4, 4, 11.700000000000001, 4, 5, 4, 15.3, 4, 18.9, 18.9, 18.0, 4, 16.200000000000003, 15.3, 17.1, 4, 4, 13.500000000000002, 15.3, 16.200000000000003, 7, 4, 15.3, 8, 16.200000000000003, 4, 19.8, 14.400000000000002, 4, 19.8, 13.500000000000002, 19.8, 4, 17.1, 18.0, 5, 5, 4, 15.3, 18.9, 8, 18.9, 4, 4, 18.9, 6, 5, 14, 18.0, 15.3, 15.3, 18.0, 14.400000000000002, 6, 6, 18.0, 9, 4, 2, 4, 19.8, 4, 4, 16.200000000000003, 8, 19.8, 18.9, 18.0, 16.200000000000003, 8, 15.3, 4, 5, 12.600000000000001, 16.200000000000003, 15.3, 17.1, 18.0, 4, 18.0, 17.1, 18.0, 16.200000000000003, 18.0, 7, 7, 5, 18.9, 15.3, 19.8, 19.8, 18.0, 18.0, 8, 18.0, 16.200000000000003, 19.8, 5, 18.0, 19.8, 18.0, 4, 18.0, 8, 2, 19.8, 18.0, 15.3, 8, 18.9, 4, 13.500000000000002, 18.9, 16.200000000000003, 19.8, 17.1, 2, 13.5, 4, 4, 17.1, 18.0, 18.0, 18.0, 19.8, 19.8, 18.0, 4, 13.500000000000002, 8, 2, 19.8, 8, 5, 19.8, 6, 2, 2, 6, 18.0, 13.5, 14.4, 19.8, 17.1, 4, 17.1, 15.3, 15.3, 18.0, 16.200000000000003, 14.400000000000002, 11.700000000000001, 18.9, 17.1, 15.3, 4, 4, 19.8, 9.900000000000002, 17.1, 18.0, 19.8, 14.400000000000002, 18.9, 14.4, 19.8, 18.0, 13.500000000000002, 4, 8, 4, 16.200000000000003, 16.200000000000003, 19.8, 18.9, 13.500000000000002, 15.3, 4, 18.0, 5, 18.9, 5, 18.0, 5, 19.8, 19.8, 19.8, 7, 16.200000000000003, 18.0, 14.4, 16.200000000000003, 16.200000000000003, 4, 19.8, 17.1, 19.8, 18.0, 4, 19.8, 16.200000000000003, 18.0, 4, 4, 18.0, 18.9, 18.0, 4, 18.0, 4, 19.8, 4, 4, 18.0, 18.0, 4, 4, 6, 18.9, 19.8, 13.500000000000002, 7, 15.3, 13.500000000000002, 18.0, 15.3, 17.1, 18.0, 14.4, 18.0, 15.3, 2, 18.0, 17.1, 16.200000000000003, 14.4, 13.500000000000002, 18.0, 4, 19.8, 4, 4, 7, 4, 15.3, 13.5, 19.8, 4, 12.600000000000001, 19.8, 18.0, 13.500000000000002, 15.3, 14.4, 15.3, 8, 8, 19.8, 6, 15.3, 4, 19.8, 15.3, 19.8, 18.0, 4, 4, 4, 18.9, 16.200000000000003, 18.0, 18.0, 14.4, 18.0, 17.1, 16.200000000000003, 18.0, 4, 2, 4, 18.9, 13.5, 13.5, 6, 2, 6, 2, 4, 8, 14.400000000000002, 8, 19.8, 16.200000000000003, 14.400000000000002, 2, 15.3, 18.9, 15.3, 17.1, 2, 13.500000000000002, 4, 4, 15.3, 18.0, 18.0, 14.4, 14.4, 18.9, 19.8, 4, 4, 4, 16.200000000000003, 4, 5, 18.0, 18.0, 12.600000000000001, 12.600000000000001, 15.3, 14.400000000000002, 14.4, 8, 4, 16.200000000000003, 4, 17.1, 16.200000000000003, 18.9, 17.1, 18.0, 4, 19.8, 4, 18.0, 18.0, 7, 4, 15.3, 4, 19.8, 9, 19.8, 18.0, 15.3, 15.3, 15.3, 16.200000000000003, 17.1, 19.8, 18.0, 6, 16.200000000000003, 4, 18.0, 16.200000000000003, 16.200000000000003, 4, 15.3, 18.0, 14.400000000000002, 18.0, 16.200000000000003, 4, 7, 18.0, 19.8, 17.1, 16.200000000000003, 16.200000000000003, 19.8, 4, 13.500000000000002, 19.8, 18.9, 17.1, 15.3, 4, 7, 5, 19.8, 19.8, 18.0, 4, 16.200000000000003, 9, 4, 11, 4, 16.200000000000003, 13.500000000000002, 16.200000000000003, 18.9, 18.0, 19.8, 4, 17.1, 18.9, 18.9, 8, 18.9, 4, 4, 4, 18.9, 15.3, 13.500000000000002, 4, 18.0, 4, 4, 16.200000000000003, 18.0, 17.1, 19.8, 5, 18.0, 19.8, 4, 17.1, 19.8, 17.1, 13.500000000000002, 14.4, 18.0, 18.0, 18.0, 4, 4, 4, 4, 15.3, 15.3, 18.0, 18.0, 18, 4, 4, 19.8, 12.600000000000001, 13.500000000000002, 18.9, 15.3, 19.8, 4, 19.8, 19.8, 15.3, 2, 4, 4, 15.3, 19.8, 15.3, 14.4, 18.0, 4, 15.3, 7, 4, 18.9, 19.8, 6, 4, 14.4, 18.0, 18.0, 16.200000000000003, 4, 9, 6, 4, 16.200000000000003, 18.0, 3, 19.8, 19.8, 5, 2, 14.4, 16.200000000000003, 4, 7, 19.8, 4, 19.8, 5, 18.0, 8, 3, 18.0, 15.3, 14.400000000000002, 15.3, 18.0, 4, 18.0, 19.8, 2, 8, 4, 19.8, 5, 19.8, 4, 4, 4, 19.8, 18.0, 9, 18.0, 19.8, 10, 19.8, 17.1, 7, 18.0, 16.200000000000003, 18.0, 4, 4, 18.0, 15.3, 4, 19.8, 8, 16.200000000000003, 19.8, 15.3, 15.3, 18.9, 18.0, 4, 4, 19.8, 17.1, 10.8, 7, 19.8, 13.500000000000002, 4, 13.5, 19.8, 14.4, 4, 18.9, 18.0, 18.0, 18.9, 15.3, 16.200000000000003, 13.500000000000002, 8, 4, 18.0, 18.9, 8, 14.400000000000002, 14.4, 16.200000000000003, 18.0, 4, 4, 15.3, 19.8, 4, 12.600000000000001, 5, 18.0, 8, 15.3, 19.8, 18.0, 4, 14.400000000000002, 18.0, 18.9, 18.0, 19.8, 18.0, 19.8, 4, 19.8, 19.8, 13.500000000000002, 3, 4, 4, 18.0, 4, 4, 9, 6, 16.200000000000003, 17.1, 10, 18.0, 16.200000000000003, 4, 19.8, 14.4, 7, 18.0, 19.8, 12.600000000000001, 7, 4, 19.8, 2, 13.500000000000002, 19.8, 18.0, 7, 9, 9, 15.3, 13.500000000000002, 19.8, 18.0, 19.8, 11.700000000000001, 15.3, 6, 15.3, 4, 5, 14.4, 4, 13.5, 18.0, 15.3, 4, 2, 14.400000000000002, 4, 4, 7, 19.8, 15.3, 5, 7, 16.200000000000003, 14.4, 19.8, 13.500000000000002, 16.200000000000003, 18.0, 19.8, 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0.4131	15.0	5880	2.6238	0.4189	[2, 4, 1, 2, 5, 2, 3, 2, 2, 2, 2, 4, 4, 2, 0, 2, 2, 4, 1, 6, 4, 2, 4, 2, 6, 4, 5, 1, 3, 2, 4, 2, 2, 2, 2, 2, 4, 3, 4, 3, 2, 2, 4, 0, 5, 3, 3, 3, 6, 1, 3, 2, 2, 1, 2, 2, 0, 2, 2, 4, 4, 2, 2, 2, 0, 2, 2, 4, 3, 3, 2, 2, 4, 2, 2, 4, 5, 2, 2, 4, 2, 4, 1, 1, 2, 2, 2, 3, 1, 4, 2, 5, 3, 2, 2, 3, 4, 2, 2, 1, 2, 5, 2, 2, 2, 2, 4, 2, 2, 4, 2, 2, 5, 4, 2, 3, 2, 3, 5, 3, 2, 4, 2, 4, 6, 3, 2, 2, 1, 2, 2, 5, 2, 2, 3, 5, 4, 2, 3, 3, 4, 2, 1, 1, 2, 1, 2, 2, 2, 2, 4, 4, 0, 5, 4, 3, 1, 3, 2, 4, 2, 2, 1, 0, 3, 2, 2, 2, 2, 2, 3, 2, 1, 0, 4, 4, 2, 2, 4, 1, 2, 2, 3, 2, 2, 2, 0, 4, 3, 2, 2, 4, 2, 4, 6, 4, 2, 2, 3, 4, 2, 0, 4, 2, 0, 2, 3, 2, 2, 4, 2, 2, 5, 0, 3, 2, 2, 4, 0, 3, 18.0, 0, 2, 5, 2, 2, 2, 5, 3, 4, 3, 2, 2, 4, 2, 2, 5, 2, 0, 5, 2, 2, 3, 2, 2, 3, 4, 4, 0, 2, 6, 2, 2, 2, 2, 5, 3, 4, 2, 3, 4, 3, 2, 2, 5, 2, 2, 6, 4, 2, 2, 2, 1, 2, 4, 2, 2, 2, 2, 4, 4, 1, 4, 2, 2, 2, 2, 1, 5, 3, 2, 2, 2, 6, 2, 3, 2, 2, 2, 2, 3, 3, 0, 4, 2, 2, 2, 2, 4, 2, 4, 4, 2, 2, 4, 2, 2, 0, 4, 2, 2, 2, 4, 4, 3, 2, 4, 3, 3, 2, 3, 3, 4, 4, 2, 1, 4, 3, 1, 2, 4, 2, 2, 2, 2, 4, 3, 5, 2, 2, 2, 2, 5, 3, 4, 4, 2, 3, 2, 2, 4, 1, 2, 4, 4, 2, 3, 2, 2, 2, 1, 2, 0, 2, 2, 2, 2, 2, 5, 2, 4, 2, 2, 2, 2, 4, 4, 3, 3, 2, 4, 2, 3, 3, 3, 3, 2, 2, 4, 2, 1, 1, 2, 4, 1, 2, 0, 2, 2, 2, 4, 2, 1, 4, 2, 2, 0, 2, 4, 4, 2, 2, 4, 7, 5, 3, 2, 2, 2, 2, 4, 0, 0, 2, 5, 0, 2, 2, 3, 2, 4, 2, 2, 1, 2, 5, 3, 4, 4, 2, 2, 2, 4, 2, 2, 2, 2, 0, 3, 0, 2, 3, 2, 2, 4, 2, 6, 2, 4, 2, 5, 1, 2, 3, 4, 2, 1, 4, 4, 4, 2, 2, 7, 3, 2, 1, 2, 4, 2, 5, 2, 2, 2, 5, 2, 4, 2, 1, 2, 4, 4, 3, 1, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 0, 3, 2, 2, 4, 2, 3, 5, 3, 2, 2, 2, 0, 3, 2, 2, 4, 2, 4, 3, 2, 1, 2, 2, 2, 2, 4, 3, 2, 4, 4, 2, 0, 2, 2, 2, 2, 3, 2, 5, 4, 4, 3, 0, 0, 2, 1, 5, 2, 2, 2, 2, 1, 2, 2, 3, 3, 3, 2, 2, 2, 2, 3, 2, 5, 2, 4, 6, 4, 0, 3, 2, 3, 2, 3, 2, 5, 2, 7, 5, 4, 2, 0, 2, 2, 2, 2, 2, 2, 4, 2, 3, 4, 2, 2, 2, 2, 3, 0, 2, 2, 0, 0, 2, 2, 1, 2, 4, 2, 3, 0, 6, 3, 3, 4, 2, 3, 2, 2, 2, 3, 4, 1, 2, 0, 2, 2, 4, 2, 2, 0, 1, 5, 2, 5, 4, 2, 4, 2, 3, 4, 0, 2, 4, 1, 6, 2, 3, 0, 3, 2, 2, 3, 3, 3, 2, 1, 2, 5, 2, 2, 1, 2, 5, 3, 3, 3, 2, 2, 1, 5, 2, 2, 4, 2, 4, 4, 4, 2, 2, 2, 3, 5, 2, 6, 4, 3, 3, 2, 4, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 4, 2, 2, 2, 2, 3, 2, 3, 3, 2, 4, 6, 2, 2, 1, 3, 5, 2, 2, 0, 3, 3, 5, 2, 0, 1, 2, 3, 5, 5, 2, 4, 2, 2, 4, 4, 6, 2, 0, 3, 2, 2, 2, 2, 4, 2, 0, 4, 0, 2, 2, 2, 5, 5, 2, 2, 0, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 5, 4, 2, 2, 0, 3, 4, 5, 6, 5, 1, 3, 1, 4, 2, 1, 2, 2, 4, 1, 1, 4, 2, 0, 3, 0, 1, 2, 2, 4, 2, 2, 6, 5, 2, 2, 2, 3, 2, 5, 3, 4, 2, 2, 2, 3, 4, 1, 6, 3, 2, 3, 4, 3, 3, 2, 3, 2, 2, 2, 2, 4, 2, 3, 2, 5, 2, 2, 2, 2, 4, 0, 0, 0, 3, 4, 2, 2, 5, 4, 2, 2, 5, 4, 2, 0, 3, 1, 2, 3, 2, 2, 4, 2, 4, 3, 4, 2, 2, 2, 2, 2, 3, 4, 2, 3, 1, 2, 2, 2, 2, 4, 2, 2, 1, 2, 4, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 4, 1, 4, 2, 2, 2, 5, 2, 4, 2, 4, 2, 2, 4, 3, 2, 3, 1, 4, 2, 2, 2, 2, 2, 2, 3, 4, 0, 2, 2, 5, 3, 2, 2, 2, 1, 2, 0, 2, 3, 2, 2, 4, 1, 2, 2, 4, 2, 5, 5, 3, 2, 0, 4, 3, 2, 2, 6, 2, 5, 2, 2, 3, 2, 2, 6, 2, 4, 2, 3, 2, 2, 4, 1, 4, 3, 2, 4, 2, 2, 2, 5, 2, 2, 2, 2, 5, 1, 4, 2, 3, 2, 2, 1, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 2, 2, 1, 2, 4, 2, 2, 3, 4, 2, 2, 4, 0, 4, 2, 2, 3, 2, 4, 5, 2, 2, 3, 2, 2, 4, 3, 4, 2, 2, 2, 5, 2, 14.4, 2, 2, 2, 3, 2, 0, 4, 1, 4, 2, 2, 2, 2, 1, 4, 4, 4, 2, 2, 4, 2, 2, 5, 4, 2, 3, 6, 2, 2, 2, 1, 3, 2, 2, 2, 3, 2, 2, 2, 2, 1, 3, 4, 2, 2, 4, 2, 3, 6, 3, 3, 2, 2, 4, 4, 2, 4, 5, 2, 2, 5, 4, 2, 2, 0, 2, 2, 4, 2, 3, 2, 0, 1, 2, 2, 2, 2, 0, 6, 5, 2, 4, 4, 2, 5, 2, 0, 2, 0, 1, 2, 3, 4, 2, 4, 4, 2, 3, 5, 2, 2, 3, 5, 2, 5, 2, 1, 4, 3, 2, 2, 4, 5, 2, 4, 2, 2, 3, 5, 2, 2, 5, 4, 0, 2, 5, 4, 3, 5, 2, 2, 2, 3, 5, 3, 4, 2, 2, 5, 6, 0, 4, 3, 2, 3, 5, 3, 2, 1, 2, 4, 5, 2, 1, 2, 2, 4, 3, 2, 0, 2, 4, 2, 2, 2, 3, 2, 4, 3, 3, 5, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 0, 4, 2, 4, 2, 6, 1, 2, 2, 5, 2, 3, 2, 3, 2, 2, 3, 5, 2, 2, 2, 2, 3, 2, 4, 2, 7, 2, 4, 2, 2, 2, 4, 3, 7, 1, 2, 1, 4, 3, 3, 6, 2, 3, 3, 4, 2, 2, 3, 4, 6, 2, 2, 3, 4, 2, 2, 2, 4, 2, 2, 2, 3, 4, 2, 1, 4, 3, 2, 2, 2, 6, 3, 4, 2, 4, 2, 3, 5, 3, 3, 2, 2, 2, 6, 2, 2, 2, 5, 5, 6, 3, 0, 3, 3, 3, 2, 3, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 0, 3, 4, 2, 1, 0, 5, 2, 2, 4, 2, 3, 0, 5, 7, 3, 4, 6, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 3, 4, 2, 1, 4, 2, 2, 3, 2, 4, 1, 2, 5, 2, 4, 2, 3, 2, 4, 2, 3, 2, 2, 2, 1, 4, 5, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 0, 2, 3, 3, 2, 5, 3, 0, 0, 2, 3, 2, 3, 1, 5, 2, 2, 2, 1, 5, 1, 1, 2, 2, 3, 5, 4, 2, 2, 4, 0, 3, 2, 2, 2, 4, 2, 2, 2, 4, 2, 4, 5, 1, 2, 2, 2, 2, 4, 2, 2, 4, 2, 0, 3, 2, 3, 4, 2, 4, 2, 2, 4, 2, 0, 4, 2, 2, 2, 2, 2, 0, 3, 2, 4, 16.200000000000003, 3, 4, 2, 0, 5, 2, 3, 1, 2, 2, 2, 0, 3, 2, 4, 3, 5, 2, 2, 4, 4, 4, 2, 0, 4, 2, 5, 2, 5, 3, 0, 3, 2, 2, 0, 2, 2, 2, 3, 0, 4, 4, 2, 2, 2, 3, 2, 2, 2, 3, 2, 4, 0, 2, 2, 3, 2, 3, 1, 4, 0, 2, 3, 3, 3, 2, 2, 0, 1, 0, 2, 0, 3, 2]
0.4222	16.0	6272	2.6225	0.4185	[2, 4, 1, 2, 5, 2, 3, 2, 2, 2, 2, 4, 4, 2, 0, 2, 2, 4, 1, 6, 4, 2, 4, 2, 6, 4, 5, 1, 3, 2, 4, 2, 2, 2, 2, 2, 4, 3, 4, 3, 2, 2, 4, 0, 5, 3, 3, 3, 6, 1, 3, 2, 2, 1, 2, 2, 0, 2, 2, 2, 4, 2, 2, 2, 0, 2, 2, 4, 3, 3, 2, 2, 4, 2, 2, 4, 5, 2, 2, 4, 2, 4, 1, 1, 2, 2, 2, 3, 1, 4, 2, 5, 3, 2, 2, 3, 4, 2, 2, 1, 2, 5, 2, 2, 2, 2, 4, 2, 2, 4, 2, 2, 5, 4, 2, 3, 2, 3, 5, 3, 2, 4, 2, 4, 6, 3, 2, 2, 1, 2, 2, 5, 2, 2, 3, 5, 4, 2, 3, 3, 4, 2, 1, 1, 2, 1, 2, 2, 2, 2, 4, 4, 0, 5, 4, 3, 1, 3, 2, 4, 2, 2, 1, 0, 3, 2, 2, 2, 2, 2, 3, 2, 1, 0, 4, 4, 2, 2, 4, 1, 2, 2, 3, 2, 2, 2, 0, 4, 3, 2, 2, 4, 2, 4, 6, 4, 2, 2, 3, 4, 2, 0, 4, 2, 0, 2, 3, 2, 2, 4, 2, 2, 5, 0, 3, 2, 2, 4, 0, 3, 18.0, 0, 2, 5, 2, 2, 2, 5, 3, 4, 3, 2, 2, 4, 2, 2, 5, 2, 0, 5, 2, 2, 3, 2, 2, 3, 4, 4, 0, 2, 6, 2, 2, 2, 2, 5, 3, 4, 2, 3, 4, 3, 2, 2, 5, 2, 2, 6, 4, 2, 2, 2, 1, 2, 4, 2, 2, 2, 2, 4, 4, 1, 4, 2, 2, 2, 2, 1, 5, 3, 2, 2, 2, 6, 2, 3, 2, 2, 2, 2, 3, 3, 0, 4, 2, 2, 2, 2, 4, 2, 4, 4, 2, 2, 4, 2, 2, 0, 4, 2, 2, 2, 4, 4, 3, 2, 4, 3, 3, 2, 3, 3, 4, 4, 2, 1, 4, 3, 1, 2, 4, 2, 2, 2, 2, 4, 3, 5, 2, 2, 2, 2, 5, 3, 4, 4, 2, 3, 2, 2, 4, 1, 2, 4, 2, 2, 3, 2, 2, 2, 1, 2, 0, 2, 2, 2, 2, 2, 5, 2, 4, 2, 2, 2, 2, 4, 2, 3, 3, 2, 4, 2, 3, 3, 3, 3, 2, 2, 4, 2, 1, 1, 2, 4, 1, 2, 0, 2, 2, 2, 4, 2, 1, 4, 2, 2, 0, 2, 4, 4, 2, 2, 4, 7, 5, 3, 2, 2, 2, 2, 4, 0, 0, 2, 5, 0, 2, 2, 3, 2, 4, 2, 2, 1, 2, 5, 3, 4, 4, 2, 2, 2, 4, 2, 2, 2, 2, 0, 3, 0, 2, 3, 2, 2, 4, 2, 6, 2, 4, 2, 5, 1, 2, 3, 4, 2, 1, 4, 4, 4, 2, 2, 7, 3, 2, 1, 2, 4, 2, 5, 2, 2, 2, 5, 2, 4, 2, 1, 2, 4, 4, 3, 1, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 0, 3, 2, 2, 4, 2, 3, 5, 3, 2, 2, 2, 0, 3, 2, 2, 4, 2, 4, 3, 2, 1, 2, 2, 2, 2, 4, 3, 2, 4, 4, 2, 0, 2, 2, 2, 2, 3, 2, 5, 4, 4, 3, 0, 0, 2, 1, 5, 2, 2, 2, 2, 1, 2, 2, 3, 3, 3, 2, 2, 2, 2, 3, 2, 5, 2, 4, 6, 4, 0, 3, 2, 3, 2, 3, 2, 5, 2, 7, 5, 4, 2, 0, 2, 2, 2, 2, 2, 2, 4, 2, 3, 4, 2, 2, 2, 2, 3, 0, 2, 2, 0, 0, 2, 2, 1, 2, 4, 2, 3, 0, 6, 3, 3, 4, 2, 3, 2, 2, 2, 3, 4, 1, 2, 0, 2, 2, 4, 2, 2, 0, 1, 5, 2, 5, 4, 2, 4, 2, 3, 4, 0, 2, 4, 1, 6, 2, 3, 0, 3, 2, 2, 3, 3, 3, 2, 2, 2, 5, 2, 2, 1, 2, 5, 3, 3, 3, 2, 2, 1, 5, 2, 2, 4, 2, 4, 4, 4, 2, 2, 2, 3, 5, 2, 5, 4, 3, 3, 2, 4, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 4, 2, 2, 2, 2, 3, 2, 3, 3, 2, 4, 6, 2, 2, 1, 3, 4, 2, 2, 0, 3, 3, 5, 2, 0, 1, 2, 3, 5, 5, 2, 4, 2, 2, 4, 4, 6, 2, 0, 3, 2, 2, 2, 2, 4, 2, 0, 4, 0, 2, 2, 2, 5, 5, 2, 2, 0, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 5, 4, 2, 2, 0, 3, 4, 5, 6, 5, 1, 3, 1, 4, 2, 1, 2, 2, 4, 1, 1, 4, 2, 0, 3, 0, 1, 2, 2, 4, 2, 2, 6, 5, 2, 2, 2, 3, 2, 5, 3, 4, 2, 2, 2, 3, 4, 1, 6, 3, 2, 3, 4, 3, 3, 2, 3, 2, 2, 2, 2, 4, 2, 3, 2, 5, 2, 2, 2, 2, 4, 0, 0, 0, 3, 4, 2, 2, 5, 4, 2, 2, 5, 4, 2, 0, 3, 1, 2, 3, 2, 2, 4, 2, 4, 3, 4, 2, 2, 2, 2, 2, 3, 4, 2, 3, 1, 2, 2, 2, 2, 4, 2, 2, 1, 2, 4, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 4, 1, 4, 2, 2, 2, 5, 2, 4, 2, 4, 2, 2, 4, 3, 2, 3, 1, 4, 2, 2, 2, 2, 2, 2, 3, 4, 0, 2, 2, 5, 3, 2, 2, 2, 1, 2, 0, 2, 3, 2, 2, 4, 1, 2, 2, 4, 2, 5, 5, 3, 2, 0, 4, 3, 2, 2, 6, 2, 5, 2, 2, 3, 2, 2, 6, 2, 4, 2, 3, 2, 2, 4, 1, 4, 3, 2, 4, 2, 2, 2, 5, 2, 2, 2, 2, 5, 1, 4, 2, 3, 2, 2, 1, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 2, 2, 1, 2, 5, 2, 2, 3, 4, 2, 2, 4, 0, 4, 2, 2, 3, 2, 4, 5, 2, 2, 3, 2, 2, 4, 3, 4, 2, 2, 2, 5, 2, 14.4, 2, 2, 2, 3, 2, 0, 4, 1, 4, 2, 2, 2, 2, 1, 4, 4, 4, 2, 2, 4, 2, 2, 5, 4, 2, 3, 6, 2, 2, 2, 1, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 3, 4, 2, 2, 4, 2, 3, 6, 3, 3, 2, 2, 4, 4, 2, 4, 5, 2, 2, 5, 4, 2, 2, 0, 2, 2, 4, 2, 3, 2, 0, 1, 2, 2, 2, 2, 0, 6, 5, 2, 4, 4, 2, 5, 2, 0, 2, 0, 1, 2, 3, 4, 2, 4, 4, 2, 3, 5, 2, 2, 3, 5, 2, 5, 2, 1, 4, 3, 2, 2, 4, 5, 2, 4, 2, 2, 3, 5, 2, 2, 5, 5, 0, 2, 5, 4, 3, 5, 2, 2, 2, 3, 5, 3, 4, 2, 2, 5, 6, 0, 4, 3, 2, 3, 5, 3, 2, 1, 2, 4, 5, 2, 1, 2, 2, 4, 3, 2, 0, 2, 4, 2, 2, 2, 3, 2, 4, 3, 3, 5, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 0, 4, 2, 4, 2, 6, 1, 2, 2, 5, 2, 3, 2, 3, 2, 2, 3, 5, 2, 2, 2, 2, 3, 2, 4, 2, 7, 2, 4, 2, 2, 2, 4, 3, 7, 1, 2, 1, 4, 3, 3, 6, 2, 3, 3, 4, 2, 2, 3, 4, 6, 2, 2, 3, 4, 4, 2, 2, 4, 2, 2, 2, 3, 4, 2, 1, 4, 3, 2, 2, 2, 6, 3, 4, 2, 4, 2, 3, 5, 3, 3, 2, 2, 2, 6, 2, 2, 2, 5, 5, 6, 3, 0, 3, 3, 3, 2, 3, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 0, 3, 4, 2, 1, 0, 5, 2, 2, 4, 2, 3, 0, 5, 7, 3, 3, 6, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 4, 4, 2, 2, 3, 4, 2, 1, 4, 2, 2, 3, 2, 4, 2, 2, 5, 2, 4, 2, 3, 2, 4, 2, 3, 2, 2, 2, 1, 4, 5, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 0, 2, 3, 3, 2, 5, 3, 0, 0, 2, 3, 2, 3, 1, 5, 2, 2, 2, 1, 5, 1, 1, 2, 2, 3, 5, 4, 2, 2, 4, 0, 3, 2, 2, 2, 4, 2, 2, 2, 4, 2, 4, 5, 1, 2, 2, 2, 2, 4, 2, 2, 4, 2, 0, 3, 2, 3, 4, 2, 4, 2, 2, 2, 2, 0, 4, 2, 2, 2, 2, 2, 0, 3, 2, 4, 16.200000000000003, 3, 4, 2, 0, 5, 2, 3, 1, 2, 2, 2, 0, 3, 2, 4, 3, 5, 2, 2, 4, 4, 4, 2, 0, 4, 2, 5, 2, 5, 3, 0, 3, 2, 2, 0, 2, 2, 2, 3, 0, 4, 4, 2, 2, 2, 3, 1, 2, 2, 3, 2, 4, 0, 2, 4, 3, 2, 3, 1, 4, 0, 2, 3, 3, 3, 2, 2, 0, 1, 0, 2, 0, 3, 2]

Framework versions

• Transformers 4.34.0
• Pytorch 2.1.0+cu121
• Datasets 2.6.1
• Tokenizers 0.14.1