Total Number of documents trained on: Train Len:: 165	Test Len:: 42
1. Factura - 69
2. Translado - 69
3. coc -69

train_df.label.value_counts()
coc          55
factura      55
translado    55

test_df.label.value_counts()
factura      14
translado    14
coc          14

Epoch:  0
batch_id=20 loss=0.5839 acc=79.39 %: 100%|██████████| 21/21 [00:35<00:00,  1.68s/it]
loss: 0.0655 	 Accuracy: 100.00 %

Epoch:  1
batch_id=20 loss=0.0479 acc=99.39 %: 100%|██████████| 21/21 [00:37<00:00,  1.77s/it]
loss: 0.0040 	 Accuracy: 100.00 %

Epoch:  2
batch_id=20 loss=0.0032 acc=100.00 %: 100%|██████████| 21/21 [00:39<00:00,  1.90s/it]
loss: 0.0016 	 Accuracy: 100.00 %

Epoch:  3
batch_id=20 loss=0.0017 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.97s/it]
loss: 0.0011 	 Accuracy: 100.00 %

Epoch:  4
batch_id=20 loss=0.0013 acc=100.00 %: 100%|██████████| 21/21 [00:40<00:00,  1.95s/it]
loss: 0.0009 	 Accuracy: 100.00 %

Epoch:  5
batch_id=20 loss=0.0010 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0007 	 Accuracy: 100.00 %

Epoch:  6
batch_id=20 loss=0.0009 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.97s/it]
loss: 0.0006 	 Accuracy: 100.00 %

Epoch:  7
batch_id=20 loss=0.0007 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0005 	 Accuracy: 100.00 %

Epoch:  8
batch_id=20 loss=0.0006 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.95s/it]
loss: 0.0004 	 Accuracy: 100.00 %

Epoch:  9
batch_id=20 loss=0.0006 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0004 	 Accuracy: 100.00 %
{}
transformers pytorch layoutlmv2 text-classification autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #layoutlmv2 #text-classification #autotrain_compatible #endpoints_compatible #has_space #region-us 

Total Number of documents trained on: Train Len:: 165	Test Len:: 42
1. Factura - 69
2. Translado - 69
3. coc -69

train_df.label.value_counts()
coc          55
factura      55
translado    55

test_df.label.value_counts()
factura      14
translado    14
coc          14

Epoch:  0
batch_id=20 loss=0.5839 acc=79.39 %: 100%|██████████| 21/21 [00:35<00:00,  1.68s/it]
loss: 0.0655 	 Accuracy: 100.00 %

Epoch:  1
batch_id=20 loss=0.0479 acc=99.39 %: 100%|██████████| 21/21 [00:37<00:00,  1.77s/it]
loss: 0.0040 	 Accuracy: 100.00 %

Epoch:  2
batch_id=20 loss=0.0032 acc=100.00 %: 100%|██████████| 21/21 [00:39<00:00,  1.90s/it]
loss: 0.0016 	 Accuracy: 100.00 %

Epoch:  3
batch_id=20 loss=0.0017 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.97s/it]
loss: 0.0011 	 Accuracy: 100.00 %

Epoch:  4
batch_id=20 loss=0.0013 acc=100.00 %: 100%|██████████| 21/21 [00:40<00:00,  1.95s/it]
loss: 0.0009 	 Accuracy: 100.00 %

Epoch:  5
batch_id=20 loss=0.0010 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0007 	 Accuracy: 100.00 %

Epoch:  6
batch_id=20 loss=0.0009 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.97s/it]
loss: 0.0006 	 Accuracy: 100.00 %

Epoch:  7
batch_id=20 loss=0.0007 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0005 	 Accuracy: 100.00 %

Epoch:  8
batch_id=20 loss=0.0006 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.95s/it]
loss: 0.0004 	 Accuracy: 100.00 %

Epoch:  9
batch_id=20 loss=0.0006 acc=100.00 %: 100%|██████████| 21/21 [00:41<00:00,  1.96s/it]
loss: 0.0004 	 Accuracy: 100.00 %
TAGS
#transformers #pytorch #layoutlmv2 #text-classification #autotrain_compatible #endpoints_compatible #has_space #region-us 

TAGS
#transformers #pytorch #layoutlmv2 #text-classification #autotrain_compatible #endpoints_compatible #has_space #region-us 
