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hmbench-icdar-nl-hmbyt5-bs8-wsFalse-e10-lr0.00015-poolingfirst-layers-1-crfFalse-3

Token Classification

sequence-tagger-model

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hmbench-icdar-nl-hmbyt5-bs8-wsFalse-e10-lr0.00015-poolingfirst-layers-1-crfFalse-3 / loss.tsv

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	EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
	1 00:27:45 0.0001 1.1174 0.2085 0.3944 0.2180 0.2808 0.1757
	2 00:35:17 0.0001 0.1257 0.1104 0.8076 0.7242 0.7636 0.6248
	3 00:42:42 0.0001 0.0760 0.0704 0.8798 0.8698 0.8748 0.7877
	4 00:49:56 0.0001 0.0503 0.0742 0.8962 0.8471 0.8710 0.7810
	5 00:57:15 0.0001 0.0341 0.0778 0.8800 0.8481 0.8638 0.7687
	6 01:04:28 0.0001 0.0265 0.0898 0.8787 0.8306 0.8540 0.7549
	7 01:12:03 0.0001 0.0201 0.1165 0.9017 0.8058 0.8511 0.7478
	8 01:19:03 0.0000 0.0178 0.1079 0.8870 0.8430 0.8644 0.7698
	9 01:26:01 0.0000 0.0137 0.1140 0.8810 0.8492 0.8648 0.7711
	10 01:33:05 0.0000 0.0118 0.1205 0.8886 0.8409 0.8641 0.7694
	EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
	1 08:08:42 0.0001 1.1174 0.2085 0.3944 0.2180 0.2808 0.1757
	2 08:15:46 0.0001 0.1257 0.1104 0.8076 0.7242 0.7636 0.6248
	3 08:22:58 0.0001 0.0760 0.0704 0.8798 0.8698 0.8748 0.7877
	4 08:30:01 0.0001 0.0503 0.0742 0.8962 0.8471 0.8710 0.7810
	5 08:37:03 0.0001 0.0341 0.0778 0.8800 0.8481 0.8638 0.7687
	6 08:44:02 0.0001 0.0265 0.0898 0.8787 0.8306 0.8540 0.7549
	7 08:50:58 0.0001 0.0201 0.1165 0.9017 0.8058 0.8511 0.7478
	8 08:57:57 0.0000 0.0178 0.1079 0.8870 0.8430 0.8644 0.7698
	9 09:04:36 0.0000 0.0137 0.1140 0.8810 0.8492 0.8648 0.7711
	10 09:11:22 0.0000 0.0118 0.1205 0.8886 0.8409 0.8641 0.7694