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intel-2023-student-ambassador-hackathon-nlp

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	INFO:root:Trying to use emilyalsentzer/Bio_ClinicalBERT as a pretrained BERT
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/tokenizer_config.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/config.json HTTP/1.1" 200 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/tokenizer_config.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/vocab.txt HTTP/1.1" 200 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/tokenizer.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/added_tokens.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/special_tokens_map.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/tokenizer_config.json HTTP/1.1" 404 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/config.json HTTP/1.1" 200 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/config.json HTTP/1.1" 200 0
	DEBUG:root:Reading in the data from ../data/disease-prediction
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/config.json HTTP/1.1" 200 0
	DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): huggingface.co:443
	DEBUG:urllib3.connectionpool:https://huggingface.co:443 "HEAD /emilyalsentzer/Bio_ClinicalBERT/resolve/main/pytorch_model.bin HTTP/1.1" 302 0
	DEBUG:root:Training the model...
	INFO:root:Epoch Train Accuracy 0.0000
	INFO:root:Test Accuracy 0.3585
	INFO:root:Epoch 1, Loss 478.8906
	INFO:root:Epoch Train Accuracy 0.0000
	INFO:root:Test Accuracy 0.8751
	INFO:root:Epoch 2, Loss 325.1406
	INFO:root:Saved model files to model
	INFO:root:Saved model at epoch 2
	INFO:root:Epoch Train Accuracy 0.0000
	INFO:root:Test Accuracy 0.9537
	INFO:root:Epoch 3, Loss 189.3594
	INFO:root:Epoch Train Accuracy 0.0000
	INFO:root:Test Accuracy 0.9789
	INFO:root:Epoch 4, Loss 112.4805