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pinyin2hanzi
Commit 6442322f authored by szr712's avatar szr712
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使用新增数据训练

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README.md
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...@@ -24,14 +24,17 @@ CUDA_VISIBLE_DEVICES=1 python train2.py -src_data data/pinyin_2.txt -trg_data da ...@@ -24,14 +24,17 @@ CUDA_VISIBLE_DEVICES=1 python train2.py -src_data data/pinyin_2.txt -trg_data da
CUDA_VISIBLE_DEVICES=1 nohup python train2.py -src_data data/pinyin_2.txt -trg_data data/hanzi_2.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification CUDA_VISIBLE_DEVICES=1 nohup python train2.py -src_data data/pinyin_2.txt -trg_data data/hanzi_2.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification
CUDA_VISIBLE_DEVICES=3 python translate_pkl.py -load_weights weights/token_classification/11-09_22:00:55/token_classification_35_0.055335590355098246 -pkl_dir weights/token_classification/11-09_22:00:55 -test_dir data/pkl/test-pkl -result_dir data/pkl/test-pkl-result CUDA_VISIBLE_DEVICES=3 python translate_pkl.py -load_weights weights/token_classification/11-09_22:00:55/token_classification_35_0.055335590355098246 -pkl_dir weights/token_classification/11-09_22:00:55 -test_dir data/pkl/pinyin_pkl -result_dir data/pkl/pinyin_pkl_result
CUDA_VISIBLE_DEVICES=2 nohup python train_token_classification.py -src_data data/pinyin_split.txt -trg_data data/hanzi_split.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification_split -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt CUDA_VISIBLE_DEVICES=2 nohup python train_token_classification.py -src_data data/pinyin_split.txt -trg_data data/hanzi_split.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification_split -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt
CUDA_VISIBLE_DEVICES=1 python translate2.py -load_weights weights/token_classification_split_2/11-19_17:16:18/token_classification_split_2_5_0.05776993067935109 -pkl_dir weights/token_classification_split_2/11-19_17:16:18 -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt CUDA_VISIBLE_DEVICES=1 python translate2.py -load_weights weights/token_classification_split_4/11-23_22:02:06/token_classification_split_4_25_0.02742394618457183 -pkl_dir weights/token_classification_split_4/11-23_22:02:06 -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt
CUDA_VISIBLE_DEVICES=4 nohup python translate_file2.py -load_weights weights/token_classification_split_3/11-22_21:56:11/token_classification_split_3_25_0.029638311734888702 -pkl_dir weights/token_classification_split_3/11-22_21:56:11 -test_dir data/test_data/pinyin_split -result_dir data/test_data/result_split -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt >log1 2>&1 & CUDA_VISIBLE_DEVICES=4 nohup python translate_file2.py -load_weights weights/token_classification_split_4/11-23_22:02:06/token_classification_split_4_25_0.02742394618457183 -pkl_dir weights/token_classification_split_4/11-23_22:02:06 -test_dir data/test_data/pinyin_split -result_dir data/test_data/result_split -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt >log1 2>&1 &
CUDA_VISIBLE_DEVICES=3 python eval_model.py -load_weights weights/token_classification_split_3/11-22_21:56:11/token_classification_split_3_1_0.09703897424042225 -pkl_dir weights/token_classification_split_3/11-22_21:56:11 -dev_dir data/dev -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt CUDA_VISIBLE_DEVICES=1 python eval_model.py -load_weights weights/token_classification_split_4/11-23_22:02:06/token_classification_split_4_1_0.09183966986835003 -pkl_dir weights/token_classification_split_4/11-23_22:02:06 -dev_dir data/dev -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt >log1 2>&1 &
CUDA_VISIBLE_DEVICES=2 nohup python train_token_classification.py -src_data data/pinyin_split.txt -trg_data data/hanzi_split.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification_split_4 -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt CUDA_VISIBLE_DEVICES=6 nohup python train_token_classification.py -src_data data/pinyin_split.txt -trg_data data/hanzi_split.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification_split_4 -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt
\ No newline at end of file
CUDA_VISIBLE_DEVICES=2 nohup python train_token_classification.py -src_data data/pinyin_new_split.txt -trg_data data/hanzi_new_split.txt -src_lang en_core_web_sm -trg_lang fr_core_news_sm -epochs 100 -model_name token_classification_split_new -src_voc ./data/voc/pinyin.txt -trg_voc ./data/voc/hanzi.txt >log1 2>&1 &
build_corpus.py
View file @ 6442322f
...@@ -214,6 +214,6 @@ if __name__ == "__main__": ...@@ -214,6 +214,6 @@ if __name__ == "__main__":
# with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f: # with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f:
# yunmus=f.readlines() # yunmus=f.readlines()
# yunmus=[a.strip() for a in yunmus] # yunmus=[a.strip() for a in yunmus]
build_corpus("./data/train_set_total.txt", build_corpus("./data/train_set_new.txt",
"./data/pinyin_split.txt", "./data/hanzi_split.txt") "./data/pinyin_new_split.txt", "./data/hanzi_new_split.txt")
print("Done") print("Done")
convert_test_set.py
View file @ 6442322f
...@@ -4,8 +4,8 @@ from tqdm import tqdm ...@@ -4,8 +4,8 @@ from tqdm import tqdm
from build_corpus import split_initials_finals, wenzi2pinyin from build_corpus import split_initials_finals, wenzi2pinyin
hanzi_dir="./data/test_data/hanzi" hanzi_dir="./data/test_data/hanzi_new"
pinyin_dir="./data/test_data/pinyin_split" pinyin_dir="./data/test_data/pinyin_split_new"
with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f: with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f:
yunmus=f.readlines() yunmus=f.readlines()
......
eval_model.py
View file @ 6442322f
...@@ -91,7 +91,7 @@ def main(): ...@@ -91,7 +91,7 @@ def main():
i=1 i=1
while i<=60: while i<=60:
for model_name in os.listdir(opt.pkl_dir): for model_name in os.listdir(opt.pkl_dir):
if "token_classification_split_3_"+str(i)+"_" in model_name: if "token_classification_split_new_"+str(i)+"_" in model_name:
print("model_name:{}".format(model_name)) print("model_name:{}".format(model_name))
opt.load_weights=os.path.join(opt.pkl_dir,model_name) opt.load_weights=os.path.join(opt.pkl_dir,model_name)
......
log
View file @ 6442322f
...@@ -165,4 +165,13 @@ model saved as token_classification_split_3_45_0.023 ...@@ -165,4 +165,13 @@ model saved as token_classification_split_3_45_0.023
1309m: epoch 46 [ ] 0% loss = ... 1309m: epoch 46 [ ] 0% loss = 0.018 1309m: epoch 46 [ ] 0% loss = 0.018 1309m: epoch 46 [ ] 1% loss = 0.020 1309m: epoch 46 [ ] 1% loss = 0.019 1309m: epoch 46 [ ] 1% loss = 0.019 1310m: epoch 46 [ ] 2% loss = 0.019 1310m: epoch 46 [ ] 2% loss = 0.020 1310m: epoch 46 [ ] 2% loss = 0.021 1310m: epoch 46 [ ] 3% loss = 0.020 1310m: epoch 46 [ ] 3% loss = 0.019 1310m: epoch 46 [ ] 3% loss = 0.021 1310m: epoch 46 [ ] 4% loss = 0.020 1310m: epoch 46 [ ] 4% loss = 0.020 1310m: epoch 46 [ ] 4% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 6% loss = 0.019 1311m: epoch 46 [# ] 6% loss = 0.020 1311m: epoch 46 [# ] 6% loss = 0.021 1311m: epoch 46 [# ] 7% loss = 0.020 1311m: epoch 46 [# ] 7% loss = 0.020 1311m: epoch 46 [# ] 7% loss = 0.019 1312m: epoch 46 [# ] 8% loss = 0.019 1312m: epoch 46 [# ] 8% loss = 0.020 1312m: epoch 46 [# ] 8% loss = 0.022 1312m: epoch 46 [# ] 9% loss = 0.019 1312m: epoch 46 [# ] 9% loss = 0.020 1312m: epoch 46 [# ] 9% loss = 0.020 1312m: epoch 46 [## ] 10% loss = 0.020 1312m: epoch 46 [## ] 10% loss = 0.020 1312m: epoch 46 [## ] 11% loss = 0.020 1313m: epoch 46 [## ] 11% loss = 0.019 1313m: epoch 46 [## ] 11% loss = 0.019 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 13% loss = 0.020 1313m: epoch 46 [## ] 13% loss = 0.019 1313m: epoch 46 [## ] 13% loss = 0.021 1313m: epoch 46 [## ] 14% loss = 0.021 1314m: epoch 46 [## ] 14% loss = 0.020 1314m: epoch 46 [## ] 14% loss = 0.019 1314m: epoch 46 [### ] 15% loss = 0.019 1314m: epoch 46 [### ] 15% loss = 0.020 1314m: epoch 46 [### ] 15% loss = 0.019 1314m: epoch 46 [### ] 16% loss = 0.022 1314m: epoch 46 [### ] 16% loss = 0.020 1314m: epoch 46 [### ] 16% loss = 0.021 1314m: epoch 46 [### ] 17% loss = 0.020 1315m: epoch 46 [### ] 17% loss = 0.020 1315m: epoch 46 [### ] 17% loss = 0.019 1315m: epoch 46 [### ] 18% loss = 0.020 1315m: epoch 46 [### ] 18% loss = 0.021 1315m: epoch 46 [### ] 18% loss = 0.021 1315m: epoch 46 [### ] 19% loss = 0.021 1315m: epoch 46 [### ] 19% loss = 0.019 1315m: epoch 46 [### ] 19% loss = 0.021 1315m: epoch 46 [#### ] 20% loss = 0.020 1316m: epoch 46 [#### ] 20% loss = 0.021 1316m: epoch 46 [#### ] 20% loss = 0.019 1316m: epoch 46 [#### ] 21% loss = 0.020 1316m: epoch 46 [#### ] 21% loss = 0.019 1316m: epoch 46 [#### ] 22% loss = 0.020 1316m: epoch 46 [#### ] 22% loss = 0.021 1316m: epoch 46 [#### ] 22% loss = 0.020 1316m: epoch 46 [#### ] 23% loss = 0.020 1316m: epoch 46 [#### ] 23% loss = 0.019 1317m: epoch 46 [#### ] 23% loss = 0.020 1317m: epoch 46 [#### ] 24% loss = 0.018 1317m: epoch 46 [#### ] 24% loss = 0.020 1317m: epoch 46 [#### ] 24% loss = 0.021 1317m: epoch 46 [##### ] 25% loss = 0.020 1317m: epoch 46 [##### ] 25% loss = 0.022 1317m: epoch 46 [##### ] 25% loss = 0.020 1317m: epoch 46 [##### ] 26% loss = 0.019 1317m: epoch 46 [##### ] 26% loss = 0.020 1318m: epoch 46 [##### ] 26% loss = 0.021 1318m: epoch 46 [##### ] 27% loss = 0.021 1318m: epoch 46 [##### ] 27% loss = 0.019 1318m: epoch 46 [##### ] 27% loss = 0.021 1318m: epoch 46 [##### ] 28% loss = 0.019 1318m: epoch 46 [##### ] 28% loss = 0.021 1318m: epoch 46 [##### ] 28% loss = 0.022 1318m: epoch 46 [##### ] 29% loss = 0.021 1318m: epoch 46 [##### ] 29% loss = 0.022 1319m: epoch 46 [##### ] 29% loss = 0.021 1319m: epoch 46 [###### ] 30% loss = 0.022 1319m: epoch 46 [###### ] 30% loss = 0.021 1319m: epoch 46 [###### ] 30% loss = 0.021 1319m: epoch 46 [###### ] 31% loss = 0.021 1319m: epoch 46 [###### ] 31% loss = 0.021 1319m: epoch 46 [###### ] 32% loss = 0.022 1319m: epoch 46 [###### ] 32% loss = 0.022 1319m: epoch 46 [###### ] 32% loss = 0.023 1320m: epoch 46 [###### ] 33% loss = 0.020 1320m: epoch 46 [###### ] 33% loss = 0.022 1320m: epoch 46 [###### ] 33% loss = 0.021 1320m: epoch 46 [###### ] 34% loss = 0.019 1320m: epoch 46 [###### ] 34% loss = 0.020 1320m: epoch 46 [###### ] 34% loss = 0.021 1320m: epoch 46 [####### ] 35% loss = 0.020 1320m: epoch 46 [####### ] 35% loss = 0.020 1320m: epoch 46 [####### ] 35% loss = 0.020 1321m: epoch 46 [####### ] 36% loss = 0.022 1321m: epoch 46 [####### ] 36% loss = 0.020 1321m: epoch 46 [####### ] 36% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.020 1321m: epoch 46 [####### ] 38% loss = 0.021 1321m: epoch 46 [####### ] 38% loss = 0.021 1321m: epoch 46 [####### ] 38% loss = 0.020 1322m: epoch 46 [####### ] 39% loss = 0.020 1322m: epoch 46 [####### ] 39% loss = 0.022 1322m: epoch 46 [####### ] 39% loss = 0.019 1322m: epoch 46 [######## ] 40% loss = 0.021 1322m: epoch 46 [######## ] 40% loss = 0.021 1322m: epoch 46 [######## ] 40% loss = 0.023 1322m: epoch 46 [######## ] 41% loss = 0.022 1322m: epoch 46 [######## ] 41% loss = 0.021 1322m: epoch 46 [######## ] 41% loss = 0.020 1323m: epoch 46 [######## ] 42% loss = 0.021 1323m: epoch 46 [######## ] 42% loss = 0.020 1323m: epoch 46 [######## ] 43% loss = 0.021 1323m: epoch 46 [######## ] 43% loss = 0.020 1323m: epoch 46 [######## ] 43% loss = 0.021 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######### ] 45% loss = 0.021 1324m: epoch 46 [######### ] 45% loss = 0.019 1324m: epoch 46 [######### ] 45% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.020 1324m: epoch 46 [######### ] 47% loss = 0.019 1324m: epoch 46 [######### ] 47% loss = 0.022 1324m: epoch 46 [######### ] 47% loss = 0.022 1324m: epoch 46 [######### ] 48% loss = 0.020 1324m: epoch 46 [######### ] 48% loss = 0.021 1325m: epoch 46 [######### ] 48% loss = 0.023 1325m: epoch 46 [######### ] 49% loss = 0.020 1325m: epoch 46 [######### ] 49% loss = 0.021 1325m: epoch 46 [######### ] 49% loss = 0.022 1325m: epoch 46 [########## ] 50% loss = 0.020 1325m: epoch 46 [########## ] 50% loss = 0.021 1325m: epoch 46 [########## ] 50% loss = 0.022 1325m: epoch 46 [########## ] 51% loss = 0.022 1325m: epoch 46 [########## ] 51% loss = 0.020 1326m: epoch 46 [########## ] 51% loss = 0.020 1326m: epoch 46 [########## ] 52% loss = 0.021 1326m: epoch 46 [########## ] 52% loss = 0.020 1326m: epoch 46 [########## ] 53% loss = 0.021 1326m: epoch 46 [########## ] 53% loss = 0.022 1326m: epoch 46 [########## ] 53% loss = 0.022 1326m: epoch 46 [########## ] 54% loss = 0.021 1326m: epoch 46 [########## ] 54% loss = 0.021 1326m: epoch 46 [########## ] 54% loss = 0.023 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 56% loss = 0.023 1327m: epoch 46 [########### ] 56% loss = 0.021 1327m: epoch 46 [########### ] 56% loss = 0.021 1327m: epoch 46 [########### ] 57% loss = 0.020 1327m: epoch 46 [########### ] 57% loss = 0.022 1327m: epoch 46 [########### ] 57% loss = 0.020 1328m: epoch 46 [########### ] 58% loss = 0.022 1328m: epoch 46 [########### ] 58% loss = 0.021 1328m: epoch 46 [########### ] 58% loss = 0.021 1328m: epoch 46 [########### ] 59% loss = 0.023 1328m: epoch 46 [########### ] 59% loss = 0.021 1328m: epoch 46 [########### ] 59% loss = 0.021 1328m: epoch 46 [############ ] 60% loss = 0.020 1328m: epoch 46 [############ ] 60% loss = 0.021 1328m: epoch 46 [############ ] 60% loss = 0.023 1328m: epoch 46 [############ ] 61% loss = 0.020 1329m: epoch 46 [############ ] 61% loss = 0.021 1329m: epoch 46 [############ ] 61% loss = 0.021 1329m: epoch 46 [############ ] 62% loss = 0.022 1329m: epoch 46 [############ ] 62% loss = 0.020 1329m: epoch 46 [############ ] 62% loss = 0.022 1329m: epoch 46 [############ ] 63% loss = 0.023 1329m: epoch 46 [############ ] 63% loss = 0.020 1329m: epoch 46 [############ ] 64% loss = 0.021 1329m: epoch 46 [############ ] 64% loss = 0.022 1330m: epoch 46 [############ ] 64% loss = 0.021 1330m: epoch 46 [############# ] 65% loss = 0.022 1330m: epoch 46 [############# ] 65% loss = 0.021 1330m: epoch 46 [############# ] 65% loss = 0.020 1330m: epoch 46 [############# ] 66% loss = 0.024 1330m: epoch 46 [############# ] 66% loss = 0.022 1330m: epoch 46 [############# ] 66% loss = 0.021 1330m: epoch 46 [############# ] 67% loss = 0.021 1330m: epoch 46 [############# ] 67% loss = 0.024 1331m: epoch 46 [############# ] 67% loss = 0.023 1331m: epoch 46 [############# ] 68% loss = 0.020 1331m: epoch 46 [############# ] 68% loss = 0.022 1331m: epoch 46 [############# ] 68% loss = 0.020 1331m: epoch 46 [############# ] 69% loss = 0.021 1331m: epoch 46 [############# ] 69% loss = 0.022 1331m: epoch 46 [############# ] 69% loss = 0.022 1331m: epoch 46 [############## ] 70% loss = 0.021 1331m: epoch 46 [############## ] 70% loss = 0.023 1331m: epoch 46 [############## ] 70% loss = 0.020 1332m: epoch 46 [############## ] 71% loss = 0.023 1332m: epoch 46 [############## ] 71% loss = 0.021 1332m: epoch 46 [############## ] 71% loss = 0.023 1332m: epoch 46 [############## ] 72% loss = 0.020 1332m: epoch 46 [############## ] 72% loss = 0.023 1332m: epoch 46 [############## ] 72% loss = 0.022 1332m: epoch 46 [############## ] 73% loss = 0.022 1332m: epoch 46 [############## ] 73% loss = 0.020 1332m: epoch 46 [############## ] 74% loss = 0.021 1333m: epoch 46 [############## ] 74% loss = 0.022 1333m: epoch 46 [############## ] 74% loss = 0.022 1333m: epoch 46 [############### ] 75% loss = 0.021 1333m: epoch 46 [############### ] 75% loss = 0.022 1333m: epoch 46 [############### ] 75% loss = 0.022 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 77% loss = 0.023 1334m: epoch 46 [############### ] 77% loss = 0.022 1334m: epoch 46 [############### ] 77% loss = 0.021 1334m: epoch 46 [############### ] 78% loss = 0.021 1334m: epoch 46 [############### ] 78% loss = 0.022 1334m: epoch 46 [############### ] 78% loss = 0.023 1334m: epoch 46 [############### ] 79% loss = 0.021 1334m: epoch 46 [############### ] 79% loss = 0.022 1334m: epoch 46 [############### ] 79% loss = 0.023 1334m: epoch 46 [################ ] 80% loss = 0.023 1335m: epoch 46 [################ ] 80% loss = 0.021 1335m: epoch 46 [################ ] 80% loss = 0.021 1335m: epoch 46 [################ ] 81% loss = 0.021 1335m: epoch 46 [################ ] 81% loss = 0.022 1335m: epoch 46 [################ ] 81% loss = 0.019 1335m: epoch 46 [################ ] 82% loss = 0.022 1335m: epoch 46 [################ ] 82% loss = 0.020 1335m: epoch 46 [################ ] 82% loss = 0.022 1335m: epoch 46 [################ ] 83% loss = 0.022 1336m: epoch 46 [################ ] 83% loss = 0.022 1336m: epoch 46 [################ ] 83% loss = 0.021 1336m: epoch 46 [################ ] 84% loss = 0.023 1336m: epoch 46 [################ ] 84% loss = 0.020 1336m: epoch 46 [################# ] 85% loss = 0.022 1336m: epoch 46 [################# ] 85% loss = 0.020 1336m: epoch 46 [################# ] 85% loss = 0.021 1336m: epoch 46 [################# ] 86% loss = 0.021 1336m: epoch 46 [################# ] 86% loss = 0.021 1337m: epoch 46 [################# ] 86% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 89% loss = 0.022 1337m: epoch 46 [################# ] 89% loss = 0.021 1338m: epoch 46 [################# ] 89% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 91% loss = 0.022 1338m: epoch 46 [################## ] 91% loss = 0.022 1338m: epoch 46 [################## ] 91% loss = 0.023 1338m: epoch 46 [################## ] 92% loss = 0.020 1338m: epoch 46 [################## ] 92% loss = 0.023 1339m: epoch 46 [################## ] 92% loss = 0.022 1339m: epoch 46 [################## ] 93% loss = 0.021 1339m: epoch 46 [################## ] 93% loss = 0.022 1339m: epoch 46 [################## ] 93% loss = 0.020 1339m: epoch 46 [################## ] 94% loss = 0.023 1339m: epoch 46 [################## ] 94% loss = 0.022 1339m: epoch 46 [################## ] 94% loss = 0.022 1339m: epoch 46 [################### ] 95% loss = 0.022 1339m: epoch 46 [################### ] 95% loss = 0.024 1340m: epoch 46 [################### ] 96% loss = 0.021 1340m: epoch 46 [################### ] 96% loss = 0.021 1340m: epoch 46 [################### ] 96% loss = 0.024 1340m: epoch 46 [################### ] 97% loss = 0.022 1340m: epoch 46 [################### ] 97% loss = 0.023 1340m: epoch 46 [################### ] 97% loss = 0.022 1340m: epoch 46 [################### ] 98% loss = 0.020 1340m: epoch 46 [################### ] 98% loss = 0.023 1340m: epoch 46 [################### ] 98% loss = 0.020 1341m: epoch 46 [################### ] 99% loss = 0.022 1341m: epoch 46 [################### ] 99% loss = 0.020 1341m: epoch 46 [################### ] 99% loss = 0.0211341m: epoch 46 [####################] 100% loss = 0.021 1309m: epoch 46 [ ] 0% loss = ... 1309m: epoch 46 [ ] 0% loss = 0.018 1309m: epoch 46 [ ] 0% loss = 0.018 1309m: epoch 46 [ ] 1% loss = 0.020 1309m: epoch 46 [ ] 1% loss = 0.019 1309m: epoch 46 [ ] 1% loss = 0.019 1310m: epoch 46 [ ] 2% loss = 0.019 1310m: epoch 46 [ ] 2% loss = 0.020 1310m: epoch 46 [ ] 2% loss = 0.021 1310m: epoch 46 [ ] 3% loss = 0.020 1310m: epoch 46 [ ] 3% loss = 0.019 1310m: epoch 46 [ ] 3% loss = 0.021 1310m: epoch 46 [ ] 4% loss = 0.020 1310m: epoch 46 [ ] 4% loss = 0.020 1310m: epoch 46 [ ] 4% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 5% loss = 0.020 1311m: epoch 46 [# ] 6% loss = 0.019 1311m: epoch 46 [# ] 6% loss = 0.020 1311m: epoch 46 [# ] 6% loss = 0.021 1311m: epoch 46 [# ] 7% loss = 0.020 1311m: epoch 46 [# ] 7% loss = 0.020 1311m: epoch 46 [# ] 7% loss = 0.019 1312m: epoch 46 [# ] 8% loss = 0.019 1312m: epoch 46 [# ] 8% loss = 0.020 1312m: epoch 46 [# ] 8% loss = 0.022 1312m: epoch 46 [# ] 9% loss = 0.019 1312m: epoch 46 [# ] 9% loss = 0.020 1312m: epoch 46 [# ] 9% loss = 0.020 1312m: epoch 46 [## ] 10% loss = 0.020 1312m: epoch 46 [## ] 10% loss = 0.020 1312m: epoch 46 [## ] 11% loss = 0.020 1313m: epoch 46 [## ] 11% loss = 0.019 1313m: epoch 46 [## ] 11% loss = 0.019 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 12% loss = 0.020 1313m: epoch 46 [## ] 13% loss = 0.020 1313m: epoch 46 [## ] 13% loss = 0.019 1313m: epoch 46 [## ] 13% loss = 0.021 1313m: epoch 46 [## ] 14% loss = 0.021 1314m: epoch 46 [## ] 14% loss = 0.020 1314m: epoch 46 [## ] 14% loss = 0.019 1314m: epoch 46 [### ] 15% loss = 0.019 1314m: epoch 46 [### ] 15% loss = 0.020 1314m: epoch 46 [### ] 15% loss = 0.019 1314m: epoch 46 [### ] 16% loss = 0.022 1314m: epoch 46 [### ] 16% loss = 0.020 1314m: epoch 46 [### ] 16% loss = 0.021 1314m: epoch 46 [### ] 17% loss = 0.020 1315m: epoch 46 [### ] 17% loss = 0.020 1315m: epoch 46 [### ] 17% loss = 0.019 1315m: epoch 46 [### ] 18% loss = 0.020 1315m: epoch 46 [### ] 18% loss = 0.021 1315m: epoch 46 [### ] 18% loss = 0.021 1315m: epoch 46 [### ] 19% loss = 0.021 1315m: epoch 46 [### ] 19% loss = 0.019 1315m: epoch 46 [### ] 19% loss = 0.021 1315m: epoch 46 [#### ] 20% loss = 0.020 1316m: epoch 46 [#### ] 20% loss = 0.021 1316m: epoch 46 [#### ] 20% loss = 0.019 1316m: epoch 46 [#### ] 21% loss = 0.020 1316m: epoch 46 [#### ] 21% loss = 0.019 1316m: epoch 46 [#### ] 22% loss = 0.020 1316m: epoch 46 [#### ] 22% loss = 0.021 1316m: epoch 46 [#### ] 22% loss = 0.020 1316m: epoch 46 [#### ] 23% loss = 0.020 1316m: epoch 46 [#### ] 23% loss = 0.019 1317m: epoch 46 [#### ] 23% loss = 0.020 1317m: epoch 46 [#### ] 24% loss = 0.018 1317m: epoch 46 [#### ] 24% loss = 0.020 1317m: epoch 46 [#### ] 24% loss = 0.021 1317m: epoch 46 [##### ] 25% loss = 0.020 1317m: epoch 46 [##### ] 25% loss = 0.022 1317m: epoch 46 [##### ] 25% loss = 0.020 1317m: epoch 46 [##### ] 26% loss = 0.019 1317m: epoch 46 [##### ] 26% loss = 0.020 1318m: epoch 46 [##### ] 26% loss = 0.021 1318m: epoch 46 [##### ] 27% loss = 0.021 1318m: epoch 46 [##### ] 27% loss = 0.019 1318m: epoch 46 [##### ] 27% loss = 0.021 1318m: epoch 46 [##### ] 28% loss = 0.019 1318m: epoch 46 [##### ] 28% loss = 0.021 1318m: epoch 46 [##### ] 28% loss = 0.022 1318m: epoch 46 [##### ] 29% loss = 0.021 1318m: epoch 46 [##### ] 29% loss = 0.022 1319m: epoch 46 [##### ] 29% loss = 0.021 1319m: epoch 46 [###### ] 30% loss = 0.022 1319m: epoch 46 [###### ] 30% loss = 0.021 1319m: epoch 46 [###### ] 30% loss = 0.021 1319m: epoch 46 [###### ] 31% loss = 0.021 1319m: epoch 46 [###### ] 31% loss = 0.021 1319m: epoch 46 [###### ] 32% loss = 0.022 1319m: epoch 46 [###### ] 32% loss = 0.022 1319m: epoch 46 [###### ] 32% loss = 0.023 1320m: epoch 46 [###### ] 33% loss = 0.020 1320m: epoch 46 [###### ] 33% loss = 0.022 1320m: epoch 46 [###### ] 33% loss = 0.021 1320m: epoch 46 [###### ] 34% loss = 0.019 1320m: epoch 46 [###### ] 34% loss = 0.020 1320m: epoch 46 [###### ] 34% loss = 0.021 1320m: epoch 46 [####### ] 35% loss = 0.020 1320m: epoch 46 [####### ] 35% loss = 0.020 1320m: epoch 46 [####### ] 35% loss = 0.020 1321m: epoch 46 [####### ] 36% loss = 0.022 1321m: epoch 46 [####### ] 36% loss = 0.020 1321m: epoch 46 [####### ] 36% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.021 1321m: epoch 46 [####### ] 37% loss = 0.020 1321m: epoch 46 [####### ] 38% loss = 0.021 1321m: epoch 46 [####### ] 38% loss = 0.021 1321m: epoch 46 [####### ] 38% loss = 0.020 1322m: epoch 46 [####### ] 39% loss = 0.020 1322m: epoch 46 [####### ] 39% loss = 0.022 1322m: epoch 46 [####### ] 39% loss = 0.019 1322m: epoch 46 [######## ] 40% loss = 0.021 1322m: epoch 46 [######## ] 40% loss = 0.021 1322m: epoch 46 [######## ] 40% loss = 0.023 1322m: epoch 46 [######## ] 41% loss = 0.022 1322m: epoch 46 [######## ] 41% loss = 0.021 1322m: epoch 46 [######## ] 41% loss = 0.020 1323m: epoch 46 [######## ] 42% loss = 0.021 1323m: epoch 46 [######## ] 42% loss = 0.020 1323m: epoch 46 [######## ] 43% loss = 0.021 1323m: epoch 46 [######## ] 43% loss = 0.020 1323m: epoch 46 [######## ] 43% loss = 0.021 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######## ] 44% loss = 0.020 1323m: epoch 46 [######### ] 45% loss = 0.021 1324m: epoch 46 [######### ] 45% loss = 0.019 1324m: epoch 46 [######### ] 45% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.021 1324m: epoch 46 [######### ] 46% loss = 0.020 1324m: epoch 46 [######### ] 47% loss = 0.019 1324m: epoch 46 [######### ] 47% loss = 0.022 1324m: epoch 46 [######### ] 47% loss = 0.022 1324m: epoch 46 [######### ] 48% loss = 0.020 1324m: epoch 46 [######### ] 48% loss = 0.021 1325m: epoch 46 [######### ] 48% loss = 0.023 1325m: epoch 46 [######### ] 49% loss = 0.020 1325m: epoch 46 [######### ] 49% loss = 0.021 1325m: epoch 46 [######### ] 49% loss = 0.022 1325m: epoch 46 [########## ] 50% loss = 0.020 1325m: epoch 46 [########## ] 50% loss = 0.021 1325m: epoch 46 [########## ] 50% loss = 0.022 1325m: epoch 46 [########## ] 51% loss = 0.022 1325m: epoch 46 [########## ] 51% loss = 0.020 1326m: epoch 46 [########## ] 51% loss = 0.020 1326m: epoch 46 [########## ] 52% loss = 0.021 1326m: epoch 46 [########## ] 52% loss = 0.020 1326m: epoch 46 [########## ] 53% loss = 0.021 1326m: epoch 46 [########## ] 53% loss = 0.022 1326m: epoch 46 [########## ] 53% loss = 0.022 1326m: epoch 46 [########## ] 54% loss = 0.021 1326m: epoch 46 [########## ] 54% loss = 0.021 1326m: epoch 46 [########## ] 54% loss = 0.023 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 55% loss = 0.021 1327m: epoch 46 [########### ] 56% loss = 0.023 1327m: epoch 46 [########### ] 56% loss = 0.021 1327m: epoch 46 [########### ] 56% loss = 0.021 1327m: epoch 46 [########### ] 57% loss = 0.020 1327m: epoch 46 [########### ] 57% loss = 0.022 1327m: epoch 46 [########### ] 57% loss = 0.020 1328m: epoch 46 [########### ] 58% loss = 0.022 1328m: epoch 46 [########### ] 58% loss = 0.021 1328m: epoch 46 [########### ] 58% loss = 0.021 1328m: epoch 46 [########### ] 59% loss = 0.023 1328m: epoch 46 [########### ] 59% loss = 0.021 1328m: epoch 46 [########### ] 59% loss = 0.021 1328m: epoch 46 [############ ] 60% loss = 0.020 1328m: epoch 46 [############ ] 60% loss = 0.021 1328m: epoch 46 [############ ] 60% loss = 0.023 1328m: epoch 46 [############ ] 61% loss = 0.020 1329m: epoch 46 [############ ] 61% loss = 0.021 1329m: epoch 46 [############ ] 61% loss = 0.021 1329m: epoch 46 [############ ] 62% loss = 0.022 1329m: epoch 46 [############ ] 62% loss = 0.020 1329m: epoch 46 [############ ] 62% loss = 0.022 1329m: epoch 46 [############ ] 63% loss = 0.023 1329m: epoch 46 [############ ] 63% loss = 0.020 1329m: epoch 46 [############ ] 64% loss = 0.021 1329m: epoch 46 [############ ] 64% loss = 0.022 1330m: epoch 46 [############ ] 64% loss = 0.021 1330m: epoch 46 [############# ] 65% loss = 0.022 1330m: epoch 46 [############# ] 65% loss = 0.021 1330m: epoch 46 [############# ] 65% loss = 0.020 1330m: epoch 46 [############# ] 66% loss = 0.024 1330m: epoch 46 [############# ] 66% loss = 0.022 1330m: epoch 46 [############# ] 66% loss = 0.021 1330m: epoch 46 [############# ] 67% loss = 0.021 1330m: epoch 46 [############# ] 67% loss = 0.024 1331m: epoch 46 [############# ] 67% loss = 0.023 1331m: epoch 46 [############# ] 68% loss = 0.020 1331m: epoch 46 [############# ] 68% loss = 0.022 1331m: epoch 46 [############# ] 68% loss = 0.020 1331m: epoch 46 [############# ] 69% loss = 0.021 1331m: epoch 46 [############# ] 69% loss = 0.022 1331m: epoch 46 [############# ] 69% loss = 0.022 1331m: epoch 46 [############## ] 70% loss = 0.021 1331m: epoch 46 [############## ] 70% loss = 0.023 1331m: epoch 46 [############## ] 70% loss = 0.020 1332m: epoch 46 [############## ] 71% loss = 0.023 1332m: epoch 46 [############## ] 71% loss = 0.021 1332m: epoch 46 [############## ] 71% loss = 0.023 1332m: epoch 46 [############## ] 72% loss = 0.020 1332m: epoch 46 [############## ] 72% loss = 0.023 1332m: epoch 46 [############## ] 72% loss = 0.022 1332m: epoch 46 [############## ] 73% loss = 0.022 1332m: epoch 46 [############## ] 73% loss = 0.020 1332m: epoch 46 [############## ] 74% loss = 0.021 1333m: epoch 46 [############## ] 74% loss = 0.022 1333m: epoch 46 [############## ] 74% loss = 0.022 1333m: epoch 46 [############### ] 75% loss = 0.021 1333m: epoch 46 [############### ] 75% loss = 0.022 1333m: epoch 46 [############### ] 75% loss = 0.022 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 76% loss = 0.021 1333m: epoch 46 [############### ] 77% loss = 0.023 1334m: epoch 46 [############### ] 77% loss = 0.022 1334m: epoch 46 [############### ] 77% loss = 0.021 1334m: epoch 46 [############### ] 78% loss = 0.021 1334m: epoch 46 [############### ] 78% loss = 0.022 1334m: epoch 46 [############### ] 78% loss = 0.023 1334m: epoch 46 [############### ] 79% loss = 0.021 1334m: epoch 46 [############### ] 79% loss = 0.022 1334m: epoch 46 [############### ] 79% loss = 0.023 1334m: epoch 46 [################ ] 80% loss = 0.023 1335m: epoch 46 [################ ] 80% loss = 0.021 1335m: epoch 46 [################ ] 80% loss = 0.021 1335m: epoch 46 [################ ] 81% loss = 0.021 1335m: epoch 46 [################ ] 81% loss = 0.022 1335m: epoch 46 [################ ] 81% loss = 0.019 1335m: epoch 46 [################ ] 82% loss = 0.022 1335m: epoch 46 [################ ] 82% loss = 0.020 1335m: epoch 46 [################ ] 82% loss = 0.022 1335m: epoch 46 [################ ] 83% loss = 0.022 1336m: epoch 46 [################ ] 83% loss = 0.022 1336m: epoch 46 [################ ] 83% loss = 0.021 1336m: epoch 46 [################ ] 84% loss = 0.023 1336m: epoch 46 [################ ] 84% loss = 0.020 1336m: epoch 46 [################# ] 85% loss = 0.022 1336m: epoch 46 [################# ] 85% loss = 0.020 1336m: epoch 46 [################# ] 85% loss = 0.021 1336m: epoch 46 [################# ] 86% loss = 0.021 1336m: epoch 46 [################# ] 86% loss = 0.021 1337m: epoch 46 [################# ] 86% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 87% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 88% loss = 0.021 1337m: epoch 46 [################# ] 89% loss = 0.022 1337m: epoch 46 [################# ] 89% loss = 0.021 1338m: epoch 46 [################# ] 89% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 90% loss = 0.021 1338m: epoch 46 [################## ] 91% loss = 0.022 1338m: epoch 46 [################## ] 91% loss = 0.022 1338m: epoch 46 [################## ] 91% loss = 0.023 1338m: epoch 46 [################## ] 92% loss = 0.020 1338m: epoch 46 [################## ] 92% loss = 0.023 1339m: epoch 46 [################## ] 92% loss = 0.022 1339m: epoch 46 [################## ] 93% loss = 0.021 1339m: epoch 46 [################## ] 93% loss = 0.022 1339m: epoch 46 [################## ] 93% loss = 0.020 1339m: epoch 46 [################## ] 94% loss = 0.023 1339m: epoch 46 [################## ] 94% loss = 0.022 1339m: epoch 46 [################## ] 94% loss = 0.022 1339m: epoch 46 [################### ] 95% loss = 0.022 1339m: epoch 46 [################### ] 95% loss = 0.024 1340m: epoch 46 [################### ] 96% loss = 0.021 1340m: epoch 46 [################### ] 96% loss = 0.021 1340m: epoch 46 [################### ] 96% loss = 0.024 1340m: epoch 46 [################### ] 97% loss = 0.022 1340m: epoch 46 [################### ] 97% loss = 0.023 1340m: epoch 46 [################### ] 97% loss = 0.022 1340m: epoch 46 [################### ] 98% loss = 0.020 1340m: epoch 46 [################### ] 98% loss = 0.023 1340m: epoch 46 [################### ] 98% loss = 0.020 1341m: epoch 46 [################### ] 99% loss = 0.022 1341m: epoch 46 [################### ] 99% loss = 0.020 1341m: epoch 46 [################### ] 99% loss = 0.0211341m: epoch 46 [####################] 100% loss = 0.021
epoch 46 complete, loss = 0.021 epoch 46 complete, loss = 0.021
model saved as token_classification_split_3_46_0.021 model saved as token_classification_split_3_46_0.021
1341m: epoch 47 [ ] 0% loss = ... 1341m: epoch 47 [ ] 0% loss = 0.019 1341m: epoch 47 [ ] 0% loss = 0.019 1341m: epoch 47 [ ] 1% loss = 0.019 1341m: epoch 47 [ ] 1% loss = 0.022 1341m: epoch 47 [ ] 1% loss = 0.017 1342m: epoch 47 [ ] 2% loss = 0.021 1342m: epoch 47 [ ] 2% loss = 0.020 1342m: epoch 47 [ ] 2% loss = 0.020 1342m: epoch 47 [ ] 3% loss = 0.018 1342m: epoch 47 [ ] 3% loss = 0.020 1342m: epoch 47 [ ] 3% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.019 1343m: epoch 47 [# ] 5% loss = 0.020 1343m: epoch 47 [# ] 5% loss = 0.019 1343m: epoch 47 [# ] 5% loss = 0.020 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.020 1344m: epoch 47 [# ] 9% loss = 0.019 1344m: epoch 47 [# ] 9% loss = 0.020 1344m: epoch 47 [# ] 9% loss = 0.020 1344m: epoch 47 [## ] 10% loss = 0.020 1344m: epoch 47 [## ] 10% loss = 0.020 1344m: epoch 47 [## ] 11% loss = 0.019 1345m: epoch 47 [## ] 11% loss = 0.020 1345m: epoch 47 [## ] 11% loss = 0.020 1345m: epoch 47 [## ] 12% loss = 0.019 1345m: epoch 47 [## ] 12% loss = 0.020 1345m: epoch 47 [## ] 12% loss = 0.019 1345m: epoch 47 [## ] 13% loss = 0.020 1345m: epoch 47 [## ] 13% loss = 0.020 1345m: epoch 47 [## ] 13% loss = 0.019 1345m: epoch 47 [## ] 14% loss = 0.020 1345m: epoch 47 [## ] 14% loss = 0.019 1346m: epoch 47 [## ] 14% loss = 0.019 1346m: epoch 47 [### ] 15% loss = 0.021 1346m: epoch 47 [### ] 15% loss = 0.019 1346m: epoch 47 [### ] 15% loss = 0.020 1346m: epoch 47 [### ] 16% loss = 0.021 1346m: epoch 47 [### ] 16% loss = 0.021 1346m: epoch 47 [### ] 16% loss = 0.020 1346m: epoch 47 [### ] 17% loss = 0.021 1346m: epoch 47 [### ] 17% loss = 0.019 1347m: epoch 47 [### ] 17% loss = 0.021 1347m: epoch 47 [### ] 18% loss = 0.020 1347m: epoch 47 [### ] 18% loss = 0.022 1347m: epoch 47 [### ] 18% loss = 0.020 1347m: epoch 47 [### ] 19% loss = 0.021 1347m: epoch 47 [### ] 19% loss = 0.020 1347m: epoch 47 [### ] 19% loss = 0.020 1347m: epoch 47 [#### ] 20% loss = 0.020 1347m: epoch 47 [#### ] 20% loss = 0.020 1348m: epoch 47 [#### ] 20% loss = 0.019 1348m: epoch 47 [#### ] 21% loss = 0.020 1348m: epoch 47 [#### ] 21% loss = 0.020 1348m: epoch 47 [#### ] 22% loss = 0.019 1348m: epoch 47 [#### ] 22% loss = 0.020 1348m: epoch 47 [#### ] 22% loss = 0.019 1348m: epoch 47 [#### ] 23% loss = 0.019 1348m: epoch 47 [#### ] 23% loss = 0.021 1348m: epoch 47 [#### ] 23% loss = 0.021 1349m: epoch 47 [#### ] 24% loss = 0.021 1349m: epoch 47 [#### ] 24% loss = 0.019 1349m: epoch 47 [#### ] 24% loss = 0.021 1349m: epoch 47 [##### ] 25% loss = 0.019 1349m: epoch 47 [##### ] 25% loss = 0.021 1349m: epoch 47 [##### ] 25% loss = 0.021 1349m: epoch 47 [##### ] 26% loss = 0.022 1349m: epoch 47 [##### ] 26% loss = 0.021 1349m: epoch 47 [##### ] 26% loss = 0.021 1350m: epoch 47 [##### ] 27% loss = 0.019 1350m: epoch 47 [##### ] 27% loss = 0.020 1350m: epoch 47 [##### ] 27% loss = 0.022 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.019 1351m: epoch 47 [###### ] 31% loss = 0.022 1351m: epoch 47 [###### ] 31% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.022 1351m: epoch 47 [###### ] 33% loss = 0.019 1352m: epoch 47 [###### ] 33% loss = 0.020 1352m: epoch 47 [###### ] 33% loss = 0.019 1352m: epoch 47 [###### ] 34% loss = 0.021 1352m: epoch 47 [###### ] 34% loss = 0.021 1352m: epoch 47 [###### ] 34% loss = 0.022 1352m: epoch 47 [####### ] 35% loss = 0.020 1352m: epoch 47 [####### ] 35% loss = 0.020 1352m: epoch 47 [####### ] 35% loss = 0.021 1352m: epoch 47 [####### ] 36% loss = 0.019 1353m: epoch 47 [####### ] 36% loss = 0.021 1353m: epoch 47 [####### ] 36% loss = 0.021 1353m: epoch 47 [####### ] 37% loss = 0.020 1353m: epoch 47 [####### ] 37% loss = 0.021 1353m: epoch 47 [####### ] 37% loss = 0.020 1353m: epoch 47 [####### ] 38% loss = 0.020 1353m: epoch 47 [####### ] 38% loss = 0.021 1353m: epoch 47 [####### ] 38% loss = 0.022 1353m: epoch 47 [####### ] 39% loss = 0.020 1354m: epoch 47 [####### ] 39% loss = 0.021 1354m: epoch 47 [####### ] 39% loss = 0.021 1354m: epoch 47 [######## ] 40% loss = 0.022 1354m: epoch 47 [######## ] 40% loss = 0.020 1354m: epoch 47 [######## ] 40% loss = 0.020 1354m: epoch 47 [######## ] 41% loss = 0.021 1354m: epoch 47 [######## ] 41% loss = 0.020 1354m: epoch 47 [######## ] 41% loss = 0.020 1354m: epoch 47 [######## ] 42% loss = 0.021 1355m: epoch 47 [######## ] 42% loss = 0.021 1355m: epoch 47 [######## ] 43% loss = 0.020 1355m: epoch 47 [######## ] 43% loss = 0.020 1355m: epoch 47 [######## ] 43% loss = 0.021 1355m: epoch 47 [######## ] 44% loss = 0.020 1355m: epoch 47 [######## ] 44% loss = 0.021 1355m: epoch 47 [######## ] 44% loss = 0.021 1355m: epoch 47 [######### ] 45% loss = 0.021 1355m: epoch 47 [######### ] 45% loss = 0.022 1356m: epoch 47 [######### ] 45% loss = 0.021 1356m: epoch 47 [######### ] 46% loss = 0.023 1356m: epoch 47 [######### ] 46% loss = 0.021 1356m: epoch 47 [######### ] 46% loss = 0.022 1356m: epoch 47 [######### ] 47% loss = 0.021 1356m: epoch 47 [######### ] 47% loss = 0.020 1356m: epoch 47 [######### ] 47% loss = 0.021 1356m: epoch 47 [######### ] 48% loss = 0.021 1356m: epoch 47 [######### ] 48% loss = 0.021 1357m: epoch 47 [######### ] 48% loss = 0.019 1357m: epoch 47 [######### ] 49% loss = 0.020 1357m: epoch 47 [######### ] 49% loss = 0.020 1357m: epoch 47 [######### ] 49% loss = 0.019 1357m: epoch 47 [########## ] 50% loss = 0.023 1357m: epoch 47 [########## ] 50% loss = 0.019 1357m: epoch 47 [########## ] 50% loss = 0.021 1357m: epoch 47 [########## ] 51% loss = 0.021 1357m: epoch 47 [########## ] 51% loss = 0.021 1358m: epoch 47 [########## ] 51% loss = 0.021 1358m: epoch 47 [########## ] 52% loss = 0.019 1358m: epoch 47 [########## ] 52% loss = 0.023 1358m: epoch 47 [########## ] 53% loss = 0.021 1358m: epoch 47 [########## ] 53% loss = 0.022 1358m: epoch 47 [########## ] 53% loss = 0.021 1358m: epoch 47 [########## ] 54% loss = 0.022 1358m: epoch 47 [########## ] 54% loss = 0.022 1358m: epoch 47 [########## ] 54% loss = 0.021 1359m: epoch 47 [########### ] 55% loss = 0.022 1359m: epoch 47 [########### ] 55% loss = 0.021 1359m: epoch 47 [########### ] 55% loss = 0.021 1359m: epoch 47 [########### ] 56% loss = 0.020 1359m: epoch 47 [########### ] 56% loss = 0.020 1359m: epoch 47 [########### ] 56% loss = 0.022 1359m: epoch 47 [########### ] 57% loss = 0.020 1359m: epoch 47 [########### ] 57% loss = 0.021 1359m: epoch 47 [########### ] 57% loss = 0.022 1360m: epoch 47 [########### ] 58% loss = 0.021 1360m: epoch 47 [########### ] 58% loss = 0.021 1360m: epoch 47 [########### ] 58% loss = 0.020 1360m: epoch 47 [########### ] 59% loss = 0.020 1360m: epoch 47 [########### ] 59% loss = 0.021 1360m: epoch 47 [########### ] 59% loss = 0.023 1360m: epoch 47 [############ ] 60% loss = 0.021 1360m: epoch 47 [############ ] 60% loss = 0.020 1360m: epoch 47 [############ ] 60% loss = 0.021 1361m: epoch 47 [############ ] 61% loss = 0.022 1361m: epoch 47 [############ ] 61% loss = 0.021 1361m: epoch 47 [############ ] 61% loss = 0.021 1361m: epoch 47 [############ ] 62% loss = 0.020 1361m: epoch 47 [############ ] 62% loss = 0.020 1361m: epoch 47 [############ ] 62% loss = 0.021 1361m: epoch 47 [############ ] 63% loss = 0.020 1361m: epoch 47 [############ ] 63% loss = 0.023 1361m: epoch 47 [############ ] 64% loss = 0.019 1362m: epoch 47 [############ ] 64% loss = 0.019 1362m: epoch 47 [############ ] 64% loss = 0.023 1362m: epoch 47 [############# ] 65% loss = 0.021 1362m: epoch 47 [############# ] 65% loss = 0.020 1362m: epoch 47 [############# ] 65% loss = 0.021 1362m: epoch 47 [############# ] 66% loss = 0.023 1362m: epoch 47 [############# ] 66% loss = 0.021 1362m: epoch 47 [############# ] 66% loss = 0.022 1362m: epoch 47 [############# ] 67% loss = 0.022 1363m: epoch 47 [############# ] 67% loss = 0.022 1363m: epoch 47 [############# ] 67% loss = 0.021 1363m: epoch 47 [############# ] 68% loss = 0.021 1363m: epoch 47 [############# ] 68% loss = 0.022 1363m: epoch 47 [############# ] 68% loss = 0.021 1363m: epoch 47 [############# ] 69% loss = 0.022 1363m: epoch 47 [############# ] 69% loss = 0.022 1363m: epoch 47 [############# ] 69% loss = 0.021 1363m: epoch 47 [############## ] 70% loss = 0.022 1364m: epoch 47 [############## ] 70% loss = 0.020 1364m: epoch 47 [############## ] 70% loss = 0.022 1364m: epoch 47 [############## ] 71% loss = 0.020 1364m: epoch 47 [############## ] 71% loss = 0.021 1364m: epoch 47 [############## ] 71% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.022 1364m: epoch 47 [############## ] 73% loss = 0.020 1365m: epoch 47 [############## ] 73% loss = 0.021 1365m: epoch 47 [############## ] 74% loss = 0.022 1365m: epoch 47 [############## ] 74% loss = 0.020 1365m: epoch 47 [############## ] 74% loss = 0.021 1365m: epoch 47 [############### ] 75% loss = 0.019 1365m: epoch 47 [############### ] 75% loss = 0.021 1365m: epoch 47 [############### ] 75% loss = 0.021 1365m: epoch 47 [############### ] 76% loss = 0.020 1365m: epoch 47 [############### ] 76% loss = 0.022 1366m: epoch 47 [############### ] 76% loss = 0.022 1366m: epoch 47 [############### ] 77% loss = 0.021 1366m: epoch 47 [############### ] 77% loss = 0.022 1366m: epoch 47 [############### ] 77% loss = 0.023 1366m: epoch 47 [############### ] 78% loss = 0.022 1366m: epoch 47 [############### ] 78% loss = 0.020 1366m: epoch 47 [############### ] 78% loss = 0.021 1366m: epoch 47 [############### ] 79% loss = 0.023 1366m: epoch 47 [############### ] 79% loss = 0.021 1367m: epoch 47 [############### ] 79% loss = 0.020 1367m: epoch 47 [################ ] 80% loss = 0.022 1367m: epoch 47 [################ ] 80% loss = 0.021 1367m: epoch 47 [################ ] 80% loss = 0.021 1367m: epoch 47 [################ ] 81% loss = 0.022 1341m: epoch 47 [ ] 0% loss = ... 1341m: epoch 47 [ ] 0% loss = 0.019 1341m: epoch 47 [ ] 0% loss = 0.019 1341m: epoch 47 [ ] 1% loss = 0.019 1341m: epoch 47 [ ] 1% loss = 0.022 1341m: epoch 47 [ ] 1% loss = 0.017 1342m: epoch 47 [ ] 2% loss = 0.021 1342m: epoch 47 [ ] 2% loss = 0.020 1342m: epoch 47 [ ] 2% loss = 0.020 1342m: epoch 47 [ ] 3% loss = 0.018 1342m: epoch 47 [ ] 3% loss = 0.020 1342m: epoch 47 [ ] 3% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.020 1342m: epoch 47 [ ] 4% loss = 0.019 1343m: epoch 47 [# ] 5% loss = 0.020 1343m: epoch 47 [# ] 5% loss = 0.019 1343m: epoch 47 [# ] 5% loss = 0.020 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 6% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1343m: epoch 47 [# ] 7% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.019 1344m: epoch 47 [# ] 8% loss = 0.020 1344m: epoch 47 [# ] 9% loss = 0.019 1344m: epoch 47 [# ] 9% loss = 0.020 1344m: epoch 47 [# ] 9% loss = 0.020 1344m: epoch 47 [## ] 10% loss = 0.020 1344m: epoch 47 [## ] 10% loss = 0.020 1344m: epoch 47 [## ] 11% loss = 0.019 1345m: epoch 47 [## ] 11% loss = 0.020 1345m: epoch 47 [## ] 11% loss = 0.020 1345m: epoch 47 [## ] 12% loss = 0.019 1345m: epoch 47 [## ] 12% loss = 0.020 1345m: epoch 47 [## ] 12% loss = 0.019 1345m: epoch 47 [## ] 13% loss = 0.020 1345m: epoch 47 [## ] 13% loss = 0.020 1345m: epoch 47 [## ] 13% loss = 0.019 1345m: epoch 47 [## ] 14% loss = 0.020 1345m: epoch 47 [## ] 14% loss = 0.019 1346m: epoch 47 [## ] 14% loss = 0.019 1346m: epoch 47 [### ] 15% loss = 0.021 1346m: epoch 47 [### ] 15% loss = 0.019 1346m: epoch 47 [### ] 15% loss = 0.020 1346m: epoch 47 [### ] 16% loss = 0.021 1346m: epoch 47 [### ] 16% loss = 0.021 1346m: epoch 47 [### ] 16% loss = 0.020 1346m: epoch 47 [### ] 17% loss = 0.021 1346m: epoch 47 [### ] 17% loss = 0.019 1347m: epoch 47 [### ] 17% loss = 0.021 1347m: epoch 47 [### ] 18% loss = 0.020 1347m: epoch 47 [### ] 18% loss = 0.022 1347m: epoch 47 [### ] 18% loss = 0.020 1347m: epoch 47 [### ] 19% loss = 0.021 1347m: epoch 47 [### ] 19% loss = 0.020 1347m: epoch 47 [### ] 19% loss = 0.020 1347m: epoch 47 [#### ] 20% loss = 0.020 1347m: epoch 47 [#### ] 20% loss = 0.020 1348m: epoch 47 [#### ] 20% loss = 0.019 1348m: epoch 47 [#### ] 21% loss = 0.020 1348m: epoch 47 [#### ] 21% loss = 0.020 1348m: epoch 47 [#### ] 22% loss = 0.019 1348m: epoch 47 [#### ] 22% loss = 0.020 1348m: epoch 47 [#### ] 22% loss = 0.019 1348m: epoch 47 [#### ] 23% loss = 0.019 1348m: epoch 47 [#### ] 23% loss = 0.021 1348m: epoch 47 [#### ] 23% loss = 0.021 1349m: epoch 47 [#### ] 24% loss = 0.021 1349m: epoch 47 [#### ] 24% loss = 0.019 1349m: epoch 47 [#### ] 24% loss = 0.021 1349m: epoch 47 [##### ] 25% loss = 0.019 1349m: epoch 47 [##### ] 25% loss = 0.021 1349m: epoch 47 [##### ] 25% loss = 0.021 1349m: epoch 47 [##### ] 26% loss = 0.022 1349m: epoch 47 [##### ] 26% loss = 0.021 1349m: epoch 47 [##### ] 26% loss = 0.021 1350m: epoch 47 [##### ] 27% loss = 0.019 1350m: epoch 47 [##### ] 27% loss = 0.020 1350m: epoch 47 [##### ] 27% loss = 0.022 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 28% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.021 1350m: epoch 47 [##### ] 29% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.020 1351m: epoch 47 [###### ] 30% loss = 0.019 1351m: epoch 47 [###### ] 31% loss = 0.022 1351m: epoch 47 [###### ] 31% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.020 1351m: epoch 47 [###### ] 32% loss = 0.022 1351m: epoch 47 [###### ] 33% loss = 0.019 1352m: epoch 47 [###### ] 33% loss = 0.020 1352m: epoch 47 [###### ] 33% loss = 0.019 1352m: epoch 47 [###### ] 34% loss = 0.021 1352m: epoch 47 [###### ] 34% loss = 0.021 1352m: epoch 47 [###### ] 34% loss = 0.022 1352m: epoch 47 [####### ] 35% loss = 0.020 1352m: epoch 47 [####### ] 35% loss = 0.020 1352m: epoch 47 [####### ] 35% loss = 0.021 1352m: epoch 47 [####### ] 36% loss = 0.019 1353m: epoch 47 [####### ] 36% loss = 0.021 1353m: epoch 47 [####### ] 36% loss = 0.021 1353m: epoch 47 [####### ] 37% loss = 0.020 1353m: epoch 47 [####### ] 37% loss = 0.021 1353m: epoch 47 [####### ] 37% loss = 0.020 1353m: epoch 47 [####### ] 38% loss = 0.020 1353m: epoch 47 [####### ] 38% loss = 0.021 1353m: epoch 47 [####### ] 38% loss = 0.022 1353m: epoch 47 [####### ] 39% loss = 0.020 1354m: epoch 47 [####### ] 39% loss = 0.021 1354m: epoch 47 [####### ] 39% loss = 0.021 1354m: epoch 47 [######## ] 40% loss = 0.022 1354m: epoch 47 [######## ] 40% loss = 0.020 1354m: epoch 47 [######## ] 40% loss = 0.020 1354m: epoch 47 [######## ] 41% loss = 0.021 1354m: epoch 47 [######## ] 41% loss = 0.020 1354m: epoch 47 [######## ] 41% loss = 0.020 1354m: epoch 47 [######## ] 42% loss = 0.021 1355m: epoch 47 [######## ] 42% loss = 0.021 1355m: epoch 47 [######## ] 43% loss = 0.020 1355m: epoch 47 [######## ] 43% loss = 0.020 1355m: epoch 47 [######## ] 43% loss = 0.021 1355m: epoch 47 [######## ] 44% loss = 0.020 1355m: epoch 47 [######## ] 44% loss = 0.021 1355m: epoch 47 [######## ] 44% loss = 0.021 1355m: epoch 47 [######### ] 45% loss = 0.021 1355m: epoch 47 [######### ] 45% loss = 0.022 1356m: epoch 47 [######### ] 45% loss = 0.021 1356m: epoch 47 [######### ] 46% loss = 0.023 1356m: epoch 47 [######### ] 46% loss = 0.021 1356m: epoch 47 [######### ] 46% loss = 0.022 1356m: epoch 47 [######### ] 47% loss = 0.021 1356m: epoch 47 [######### ] 47% loss = 0.020 1356m: epoch 47 [######### ] 47% loss = 0.021 1356m: epoch 47 [######### ] 48% loss = 0.021 1356m: epoch 47 [######### ] 48% loss = 0.021 1357m: epoch 47 [######### ] 48% loss = 0.019 1357m: epoch 47 [######### ] 49% loss = 0.020 1357m: epoch 47 [######### ] 49% loss = 0.020 1357m: epoch 47 [######### ] 49% loss = 0.019 1357m: epoch 47 [########## ] 50% loss = 0.023 1357m: epoch 47 [########## ] 50% loss = 0.019 1357m: epoch 47 [########## ] 50% loss = 0.021 1357m: epoch 47 [########## ] 51% loss = 0.021 1357m: epoch 47 [########## ] 51% loss = 0.021 1358m: epoch 47 [########## ] 51% loss = 0.021 1358m: epoch 47 [########## ] 52% loss = 0.019 1358m: epoch 47 [########## ] 52% loss = 0.023 1358m: epoch 47 [########## ] 53% loss = 0.021 1358m: epoch 47 [########## ] 53% loss = 0.022 1358m: epoch 47 [########## ] 53% loss = 0.021 1358m: epoch 47 [########## ] 54% loss = 0.022 1358m: epoch 47 [########## ] 54% loss = 0.022 1358m: epoch 47 [########## ] 54% loss = 0.021 1359m: epoch 47 [########### ] 55% loss = 0.022 1359m: epoch 47 [########### ] 55% loss = 0.021 1359m: epoch 47 [########### ] 55% loss = 0.021 1359m: epoch 47 [########### ] 56% loss = 0.020 1359m: epoch 47 [########### ] 56% loss = 0.020 1359m: epoch 47 [########### ] 56% loss = 0.022 1359m: epoch 47 [########### ] 57% loss = 0.020 1359m: epoch 47 [########### ] 57% loss = 0.021 1359m: epoch 47 [########### ] 57% loss = 0.022 1360m: epoch 47 [########### ] 58% loss = 0.021 1360m: epoch 47 [########### ] 58% loss = 0.021 1360m: epoch 47 [########### ] 58% loss = 0.020 1360m: epoch 47 [########### ] 59% loss = 0.020 1360m: epoch 47 [########### ] 59% loss = 0.021 1360m: epoch 47 [########### ] 59% loss = 0.023 1360m: epoch 47 [############ ] 60% loss = 0.021 1360m: epoch 47 [############ ] 60% loss = 0.020 1360m: epoch 47 [############ ] 60% loss = 0.021 1361m: epoch 47 [############ ] 61% loss = 0.022 1361m: epoch 47 [############ ] 61% loss = 0.021 1361m: epoch 47 [############ ] 61% loss = 0.021 1361m: epoch 47 [############ ] 62% loss = 0.020 1361m: epoch 47 [############ ] 62% loss = 0.020 1361m: epoch 47 [############ ] 62% loss = 0.021 1361m: epoch 47 [############ ] 63% loss = 0.020 1361m: epoch 47 [############ ] 63% loss = 0.023 1361m: epoch 47 [############ ] 64% loss = 0.019 1362m: epoch 47 [############ ] 64% loss = 0.019 1362m: epoch 47 [############ ] 64% loss = 0.023 1362m: epoch 47 [############# ] 65% loss = 0.021 1362m: epoch 47 [############# ] 65% loss = 0.020 1362m: epoch 47 [############# ] 65% loss = 0.021 1362m: epoch 47 [############# ] 66% loss = 0.023 1362m: epoch 47 [############# ] 66% loss = 0.021 1362m: epoch 47 [############# ] 66% loss = 0.022 1362m: epoch 47 [############# ] 67% loss = 0.022 1363m: epoch 47 [############# ] 67% loss = 0.022 1363m: epoch 47 [############# ] 67% loss = 0.021 1363m: epoch 47 [############# ] 68% loss = 0.021 1363m: epoch 47 [############# ] 68% loss = 0.022 1363m: epoch 47 [############# ] 68% loss = 0.021 1363m: epoch 47 [############# ] 69% loss = 0.022 1363m: epoch 47 [############# ] 69% loss = 0.022 1363m: epoch 47 [############# ] 69% loss = 0.021 1363m: epoch 47 [############## ] 70% loss = 0.022 1364m: epoch 47 [############## ] 70% loss = 0.020 1364m: epoch 47 [############## ] 70% loss = 0.022 1364m: epoch 47 [############## ] 71% loss = 0.020 1364m: epoch 47 [############## ] 71% loss = 0.021 1364m: epoch 47 [############## ] 71% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.021 1364m: epoch 47 [############## ] 72% loss = 0.022 1364m: epoch 47 [############## ] 73% loss = 0.020 1365m: epoch 47 [############## ] 73% loss = 0.021 1365m: epoch 47 [############## ] 74% loss = 0.022 1365m: epoch 47 [############## ] 74% loss = 0.020 1365m: epoch 47 [############## ] 74% loss = 0.021 1365m: epoch 47 [############### ] 75% loss = 0.019 1365m: epoch 47 [############### ] 75% loss = 0.021 1365m: epoch 47 [############### ] 75% loss = 0.021 1365m: epoch 47 [############### ] 76% loss = 0.020 1365m: epoch 47 [############### ] 76% loss = 0.022 1366m: epoch 47 [############### ] 76% loss = 0.022 1366m: epoch 47 [############### ] 77% loss = 0.021 1366m: epoch 47 [############### ] 77% loss = 0.022 1366m: epoch 47 [############### ] 77% loss = 0.023 1366m: epoch 47 [############### ] 78% loss = 0.022 1366m: epoch 47 [############### ] 78% loss = 0.020 1366m: epoch 47 [############### ] 78% loss = 0.021 1366m: epoch 47 [############### ] 79% loss = 0.023 1366m: epoch 47 [############### ] 79% loss = 0.021 1367m: epoch 47 [############### ] 79% loss = 0.020 1367m: epoch 47 [################ ] 80% loss = 0.022 1367m: epoch 47 [################ ] 80% loss = 0.021 1367m: epoch 47 [################ ] 80% loss = 0.021 1367m: epoch 47 [################ ] 81% loss = 0.022 1367m: epoch 47 [################ ] 81% loss = 0.023 1367m: epoch 47 [################ ] 81% loss = 0.022 1367m: epoch 47 [################ ] 82% loss = 0.022 1367m: epoch 47 [################ ] 82% loss = 0.021 1368m: epoch 47 [################ ] 82% loss = 0.021 1368m: epoch 47 [################ ] 83% loss = 0.021 1368m: epoch 47 [################ ] 83% loss = 0.022 1368m: epoch 47 [################ ] 83% loss = 0.023 1368m: epoch 47 [################ ] 84% loss = 0.022 1368m: epoch 47 [################ ] 84% loss = 0.021 1368m: epoch 47 [################# ] 85% loss = 0.021 1368m: epoch 47 [################# ] 85% loss = 0.021 1368m: epoch 47 [################# ] 85% loss = 0.022 1369m: epoch 47 [################# ] 86% loss = 0.022 1369m: epoch 47 [################# ] 86% loss = 0.022 1369m: epoch 47 [################# ] 86% loss = 0.021 1369m: epoch 47 [################# ] 87% loss = 0.022 1369m: epoch 47 [################# ] 87% loss = 0.021 1369m: epoch 47 [################# ] 87% loss = 0.023 1369m: epoch 47 [################# ] 88% loss = 0.021 1369m: epoch 47 [################# ] 88% loss = 0.022 1369m: epoch 47 [################# ] 88% loss = 0.022 1370m: epoch 47 [################# ] 89% loss = 0.022 1370m: epoch 47 [################# ] 89% loss = 0.022 1370m: epoch 47 [################# ] 89% loss = 0.023 1370m: epoch 47 [################## ] 90% loss = 0.023 1370m: epoch 47 [################## ] 90% loss = 0.021 1370m: epoch 47 [################## ] 90% loss = 0.020 1370m: epoch 47 [################## ] 91% loss = 0.021 1370m: epoch 47 [################## ] 91% loss = 0.022 1370m: epoch 47 [################## ] 91% loss = 0.022 1371m: epoch 47 [################## ] 92% loss = 0.021 1371m: epoch 47 [################## ] 92% loss = 0.021 1371m: epoch 47 [################## ] 92% loss = 0.022 1371m: epoch 47 [################## ] 93% loss = 0.020 1371m: epoch 47 [################## ] 93% loss = 0.021 1371m: epoch 47 [################## ] 93% loss = 0.022 1371m: epoch 47 [################## ] 94% loss = 0.022 1371m: epoch 47 [################## ] 94% loss = 0.021 1371m: epoch 47 [################## ] 94% loss = 0.022 1372m: epoch 47 [################### ] 95% loss = 0.022 1372m: epoch 47 [################### ] 95% loss = 0.021 1372m: epoch 47 [################### ] 96% loss = 0.021 1372m: epoch 47 [################### ] 96% loss = 0.021 1372m: epoch 47 [################### ] 96% loss = 0.022 1372m: epoch 47 [################### ] 97% loss = 0.022 1372m: epoch 47 [################### ] 97% loss = 0.021 1372m: epoch 47 [################### ] 97% loss = 0.022 1372m: epoch 47 [################### ] 98% loss = 0.020 1373m: epoch 47 [################### ] 98% loss = 0.021 1373m: epoch 47 [################### ] 98% loss = 0.022 1373m: epoch 47 [################### ] 99% loss = 0.019 1373m: epoch 47 [################### ] 99% loss = 0.021 1373m: epoch 47 [################### ] 99% loss = 0.0211373m: epoch 47 [####################] 100% loss = 0.021
\ No newline at end of file epoch 47 complete, loss = 0.021
model saved as token_classification_split_3_47_0.021
1373m: epoch 48 [ ] 0% loss = ... 1373m: epoch 48 [ ] 0% loss = 0.019 1373m: epoch 48 [ ] 0% loss = 0.019 1373m: epoch 48 [ ] 1% loss = 0.019 1374m: epoch 48 [ ] 1% loss = 0.019 1374m: epoch 48 [ ] 1% loss = 0.018 1374m: epoch 48 [ ] 2% loss = 0.020 1374m: epoch 48 [ ] 2% loss = 0.020 1374m: epoch 48 [ ] 2% loss = 0.018 1374m: epoch 48 [ ] 3% loss = 0.020 1374m: epoch 48 [ ] 3% loss = 0.020 1374m: epoch 48 [ ] 3% loss = 0.021 1374m: epoch 48 [ ] 4% loss = 0.020 1375m: epoch 48 [ ] 4% loss = 0.019 1375m: epoch 48 [ ] 4% loss = 0.019 1375m: epoch 48 [# ] 5% loss = 0.020 1375m: epoch 48 [# ] 5% loss = 0.019 1375m: epoch 48 [# ] 5% loss = 0.020 1375m: epoch 48 [# ] 6% loss = 0.019 1375m: epoch 48 [# ] 6% loss = 0.019 1375m: epoch 48 [# ] 6% loss = 0.019 1375m: epoch 48 [# ] 7% loss = 0.020 1376m: epoch 48 [# ] 7% loss = 0.019 1376m: epoch 48 [# ] 7% loss = 0.020 1376m: epoch 48 [# ] 8% loss = 0.019 1376m: epoch 48 [# ] 8% loss = 0.019 1376m: epoch 48 [# ] 8% loss = 0.019 1376m: epoch 48 [# ] 9% loss = 0.019 1376m: epoch 48 [# ] 9% loss = 0.020 1376m: epoch 48 [# ] 9% loss = 0.021 1376m: epoch 48 [## ] 10% loss = 0.021 1377m: epoch 48 [## ] 10% loss = 0.020 1377m: epoch 48 [## ] 11% loss = 0.019 1377m: epoch 48 [## ] 11% loss = 0.020 1377m: epoch 48 [## ] 11% loss = 0.018 1377m: epoch 48 [## ] 12% loss = 0.019 1377m: epoch 48 [## ] 12% loss = 0.020 1377m: epoch 48 [## ] 12% loss = 0.019 1377m: epoch 48 [## ] 13% loss = 0.020 1377m: epoch 48 [## ] 13% loss = 0.018 1378m: epoch 48 [## ] 13% loss = 0.019 1378m: epoch 48 [## ] 14% loss = 0.020 1378m: epoch 48 [## ] 14% loss = 0.020 1378m: epoch 48 [## ] 14% loss = 0.019 1378m: epoch 48 [### ] 15% loss = 0.019 1378m: epoch 48 [### ] 15% loss = 0.021 1378m: epoch 48 [### ] 15% loss = 0.020 1378m: epoch 48 [### ] 16% loss = 0.020 1378m: epoch 48 [### ] 16% loss = 0.018 1379m: epoch 48 [### ] 16% loss = 0.019 1379m: epoch 48 [### ] 17% loss = 0.020 1379m: epoch 48 [### ] 17% loss = 0.020 1379m: epoch 48 [### ] 17% loss = 0.021 1379m: epoch 48 [### ] 18% loss = 0.020 1379m: epoch 48 [### ] 18% loss = 0.020 1379m: epoch 48 [### ] 18% loss = 0.020 1379m: epoch 48 [### ] 19% loss = 0.019 1379m: epoch 48 [### ] 19% loss = 0.019 1380m: epoch 48 [### ] 19% loss = 0.019 1380m: epoch 48 [#### ] 20% loss = 0.021 1380m: epoch 48 [#### ] 20% loss = 0.020 1380m: epoch 48 [#### ] 20% loss = 0.019 1380m: epoch 48 [#### ] 21% loss = 0.019 1380m: epoch 48 [#### ] 21% loss = 0.020 1380m: epoch 48 [#### ] 22% loss = 0.020 1380m: epoch 48 [#### ] 22% loss = 0.018 1380m: epoch 48 [#### ] 22% loss = 0.019 1381m: epoch 48 [#### ] 23% loss = 0.019 1381m: epoch 48 [#### ] 23% loss = 0.020 1381m: epoch 48 [#### ] 23% loss = 0.020 1381m: epoch 48 [#### ] 24% loss = 0.019 1381m: epoch 48 [#### ] 24% loss = 0.019 1381m: epoch 48 [#### ] 24% loss = 0.019 1381m: epoch 48 [##### ] 25% loss = 0.020 1381m: epoch 48 [##### ] 25% loss = 0.018 1381m: epoch 48 [##### ] 25% loss = 0.019 1382m: epoch 48 [##### ] 26% loss = 0.019 1382m: epoch 48 [##### ] 26% loss = 0.019 1382m: epoch 48 [##### ] 26% loss = 0.019 1382m: epoch 48 [##### ] 27% loss = 0.020 1382m: epoch 48 [##### ] 27% loss = 0.021 1382m: epoch 48 [##### ] 27% loss = 0.021 1382m: epoch 48 [##### ] 28% loss = 0.018 1382m: epoch 48 [##### ] 28% loss = 0.019 1382m: epoch 48 [##### ] 28% loss = 0.019 1383m: epoch 48 [##### ] 29% loss = 0.022 1383m: epoch 48 [##### ] 29% loss = 0.019 1383m: epoch 48 [##### ] 29% loss = 0.020 1383m: epoch 48 [###### ] 30% loss = 0.020 1383m: epoch 48 [###### ] 30% loss = 0.022 1383m: epoch 48 [###### ] 30% loss = 0.020 1383m: epoch 48 [###### ] 31% loss = 0.021 1383m: epoch 48 [###### ] 31% loss = 0.019 1383m: epoch 48 [###### ] 32% loss = 0.021 1384m: epoch 48 [###### ] 32% loss = 0.020 1384m: epoch 48 [###### ] 32% loss = 0.021 1384m: epoch 48 [###### ] 33% loss = 0.022 1384m: epoch 48 [###### ] 33% loss = 0.020 1384m: epoch 48 [###### ] 33% loss = 0.020 1384m: epoch 48 [###### ] 34% loss = 0.021 1384m: epoch 48 [###### ] 34% loss = 0.020 1384m: epoch 48 [###### ] 34% loss = 0.019 1384m: epoch 48 [####### ] 35% loss = 0.021 1385m: epoch 48 [####### ] 35% loss = 0.022 1385m: epoch 48 [####### ] 35% loss = 0.021 1385m: epoch 48 [####### ] 36% loss = 0.022 1385m: epoch 48 [####### ] 36% loss = 0.019 1385m: epoch 48 [####### ] 36% loss = 0.019 1385m: epoch 48 [####### ] 37% loss = 0.020 1385m: epoch 48 [####### ] 37% loss = 0.021 1385m: epoch 48 [####### ] 37% loss = 0.020 1385m: epoch 48 [####### ] 38% loss = 0.021 1386m: epoch 48 [####### ] 38% loss = 0.020 1386m: epoch 48 [####### ] 38% loss = 0.021 1386m: epoch 48 [####### ] 39% loss = 0.020 1386m: epoch 48 [####### ] 39% loss = 0.023 1386m: epoch 48 [####### ] 39% loss = 0.021 1386m: epoch 48 [######## ] 40% loss = 0.020 1386m: epoch 48 [######## ] 40% loss = 0.020 1386m: epoch 48 [######## ] 40% loss = 0.022 1386m: epoch 48 [######## ] 41% loss = 0.020 1387m: epoch 48 [######## ] 41% loss = 0.020 1387m: epoch 48 [######## ] 41% loss = 0.020 1387m: epoch 48 [######## ] 42% loss = 0.021 1387m: epoch 48 [######## ] 42% loss = 0.021 1387m: epoch 48 [######## ] 43% loss = 0.019 1387m: epoch 48 [######## ] 43% loss = 0.022 1387m: epoch 48 [######## ] 43% loss = 0.020 1387m: epoch 48 [######## ] 44% loss = 0.019 1387m: epoch 48 [######## ] 44% loss = 0.022 1388m: epoch 48 [######## ] 44% loss = 0.020 1388m: epoch 48 [######### ] 45% loss = 0.020 1388m: epoch 48 [######### ] 45% loss = 0.020 1388m: epoch 48 [######### ] 45% loss = 0.020 1388m: epoch 48 [######### ] 46% loss = 0.020 1388m: epoch 48 [######### ] 46% loss = 0.021 1388m: epoch 48 [######### ] 46% loss = 0.020 1388m: epoch 48 [######### ] 47% loss = 0.020 1388m: epoch 48 [######### ] 47% loss = 0.022 1389m: epoch 48 [######### ] 47% loss = 0.021 1389m: epoch 48 [######### ] 48% loss = 0.020 1389m: epoch 48 [######### ] 48% loss = 0.021 1389m: epoch 48 [######### ] 48% loss = 0.021 1389m: epoch 48 [######### ] 49% loss = 0.022 1389m: epoch 48 [######### ] 49% loss = 0.022 1389m: epoch 48 [######### ] 49% loss = 0.020 1389m: epoch 48 [########## ] 50% loss = 0.021 1389m: epoch 48 [########## ] 50% loss = 0.020 1390m: epoch 48 [########## ] 50% loss = 0.021 1390m: epoch 48 [########## ] 51% loss = 0.021 1390m: epoch 48 [########## ] 51% loss = 0.020 1390m: epoch 48 [########## ] 51% loss = 0.021 1390m: epoch 48 [########## ] 52% loss = 0.021 1390m: epoch 48 [########## ] 52% loss = 0.020 1390m: epoch 48 [########## ] 53% loss = 0.020 1390m: epoch 48 [########## ] 53% loss = 0.021 1390m: epoch 48 [########## ] 53% loss = 0.021 1391m: epoch 48 [########## ] 54% loss = 0.020 1391m: epoch 48 [########## ] 54% loss = 0.019 1391m: epoch 48 [########## ] 54% loss = 0.021 1391m: epoch 48 [########### ] 55% loss = 0.020 1391m: epoch 48 [########### ] 55% loss = 0.020 1391m: epoch 48 [########### ] 55% loss = 0.022 1391m: epoch 48 [########### ] 56% loss = 0.021 1391m: epoch 48 [########### ] 56% loss = 0.021 1391m: epoch 48 [########### ] 56% loss = 0.019 1392m: epoch 48 [########### ] 57% loss = 0.021 1392m: epoch 48 [########### ] 57% loss = 0.022 1392m: epoch 48 [########### ] 57% loss = 0.021 1392m: epoch 48 [########### ] 58% loss = 0.019 1392m: epoch 48 [########### ] 58% loss = 0.022 1392m: epoch 48 [########### ] 58% loss = 0.022 1392m: epoch 48 [########### ] 59% loss = 0.020 1392m: epoch 48 [########### ] 59% loss = 0.021 1392m: epoch 48 [########### ] 59% loss = 0.019 1393m: epoch 48 [############ ] 60% loss = 0.019 1393m: epoch 48 [############ ] 60% loss = 0.023 1393m: epoch 48 [############ ] 60% loss = 0.021 1393m: epoch 48 [############ ] 61% loss = 0.023 1393m: epoch 48 [############ ] 61% loss = 0.020 1393m: epoch 48 [############ ] 61% loss = 0.021 1393m: epoch 48 [############ ] 62% loss = 0.020 1393m: epoch 48 [############ ] 62% loss = 0.021 1393m: epoch 48 [############ ] 62% loss = 0.021 1394m: epoch 48 [############ ] 63% loss = 0.021 1394m: epoch 48 [############ ] 63% loss = 0.021 1394m: epoch 48 [############ ] 64% loss = 0.021 1394m: epoch 48 [############ ] 64% loss = 0.020 1394m: epoch 48 [############ ] 64% loss = 0.020 1394m: epoch 48 [############# ] 65% loss = 0.021 1394m: epoch 48 [############# ] 65% loss = 0.020 1394m: epoch 48 [############# ] 65% loss = 0.021 1394m: epoch 48 [############# ] 66% loss = 0.022 1395m: epoch 48 [############# ] 66% loss = 0.021 1395m: epoch 48 [############# ] 66% loss = 0.022 1395m: epoch 48 [############# ] 67% loss = 0.020 1395m: epoch 48 [############# ] 67% loss = 0.021 1395m: epoch 48 [############# ] 67% loss = 0.021 1395m: epoch 48 [############# ] 68% loss = 0.021 1395m: epoch 48 [############# ] 68% loss = 0.021 1395m: epoch 48 [############# ] 68% loss = 0.022 1395m: epoch 48 [############# ] 69% loss = 0.022 1396m: epoch 48 [############# ] 69% loss = 0.022 1396m: epoch 48 [############# ] 69% loss = 0.021 1396m: epoch 48 [############## ] 70% loss = 0.021 1396m: epoch 48 [############## ] 70% loss = 0.021 1396m: epoch 48 [############## ] 70% loss = 0.020 1396m: epoch 48 [############## ] 71% loss = 0.022 1396m: epoch 48 [############## ] 71% loss = 0.019 1396m: epoch 48 [############## ] 71% loss = 0.021 1396m: epoch 48 [############## ] 72% loss = 0.021 1397m: epoch 48 [############## ] 72% loss = 0.020 1397m: epoch 48 [############## ] 72% loss = 0.020 1397m: epoch 48 [############## ] 73% loss = 0.021 1397m: epoch 48 [############## ] 73% loss = 0.020 1397m: epoch 48 [############## ] 74% loss = 0.019 1397m: epoch 48 [############## ] 74% loss = 0.020 1397m: epoch 48 [############## ] 74% loss = 0.020 1397m: epoch 48 [############### ] 75% loss = 0.022 1397m: epoch 48 [############### ] 75% loss = 0.020 1398m: epoch 48 [############### ] 75% loss = 0.021 1398m: epoch 48 [############### ] 76% loss = 0.021 1398m: epoch 48 [############### ] 76% loss = 0.022 1398m: epoch 48 [############### ] 76% loss = 0.020 1398m: epoch 48 [############### ] 77% loss = 0.021 1398m: epoch 48 [############### ] 77% loss = 0.022 1398m: epoch 48 [############### ] 77% loss = 0.023 1398m: epoch 48 [############### ] 78% loss = 0.021 1398m: epoch 48 [############### ] 78% loss = 0.023 1399m: epoch 48 [############### ] 78% loss = 0.024 1399m: epoch 48 [############### ] 79% loss = 0.023 1399m: epoch 48 [############### ] 79% loss = 0.022 1399m: epoch 48 [############### ] 79% loss = 0.020 1399m: epoch 48 [################ ] 80% loss = 0.021 1399m: epoch 48 [################ ] 80% loss = 0.021 1399m: epoch 48 [################ ] 80% loss = 0.020 1399m: epoch 48 [################ ] 81% loss = 0.021 1399m: epoch 48 [################ ] 81% loss = 0.021 1400m: epoch 48 [################ ] 81% loss = 0.022 1400m: epoch 48 [################ ] 82% loss = 0.020 1400m: epoch 48 [################ ] 82% loss = 0.022 1400m: epoch 48 [################ ] 82% loss = 0.022 1400m: epoch 48 [################ ] 83% loss = 0.019 1400m: epoch 48 [################ ] 83% loss = 0.021 1400m: epoch 48 [################ ] 83% loss = 0.020 1400m: epoch 48 [################ ] 84% loss = 0.021 1400m: epoch 48 [################ ] 84% loss = 0.023 1401m: epoch 48 [################# ] 85% loss = 0.023 1401m: epoch 48 [################# ] 85% loss = 0.024 1401m: epoch 48 [################# ] 85% loss = 0.023 1401m: epoch 48 [################# ] 86% loss = 0.022 1401m: epoch 48 [################# ] 86% loss = 0.022 1401m: epoch 48 [################# ] 86% loss = 0.021 1401m: epoch 48 [################# ] 87% loss = 0.020 1401m: epoch 48 [################# ] 87% loss = 0.021 1401m: epoch 48 [################# ] 87% loss = 0.023 1402m: epoch 48 [################# ] 88% loss = 0.021 1402m: epoch 48 [################# ] 88% loss = 0.021 1402m: epoch 48 [################# ] 88% loss = 0.022 1402m: epoch 48 [################# ] 89% loss = 0.023 1402m: epoch 48 [################# ] 89% loss = 0.020 1402m: epoch 48 [################# ] 89% loss = 0.022 1402m: epoch 48 [################## ] 90% loss = 0.021 1402m: epoch 48 [################## ] 90% loss = 0.020 1402m: epoch 48 [################## ] 90% loss = 0.023 1403m: epoch 48 [################## ] 91% loss = 0.021 1403m: epoch 48 [################## ] 91% loss = 0.021 1403m: epoch 48 [################## ] 91% loss = 0.020 1403m: epoch 48 [################## ] 92% loss = 0.022 1403m: epoch 48 [################## ] 92% loss = 0.021 1403m: epoch 48 [################## ] 92% loss = 0.021 1403m: epoch 48 [################## ] 93% loss = 0.020 1403m: epoch 48 [################## ] 93% loss = 0.021 1403m: epoch 48 [################## ] 93% loss = 0.023 1404m: epoch 48 [################## ] 94% loss = 0.023 1404m: epoch 48 [################## ] 94% loss = 0.020 1404m: epoch 48 [################## ] 94% loss = 0.023 1404m: epoch 48 [################### ] 95% loss = 0.020 1404m: epoch 48 [################### ] 95% loss = 0.022 1404m: epoch 48 [################### ] 96% loss = 0.022 1404m: epoch 48 [################### ] 96% loss = 0.023 1404m: epoch 48 [################### ] 96% loss = 0.020 1404m: epoch 48 [################### ] 97% loss = 0.020 1405m: epoch 48 [################### ] 97% loss = 0.019 1405m: epoch 48 [################### ] 97% loss = 0.022 1405m: epoch 48 [################### ] 98% loss = 0.021 1405m: epoch 48 [################### ] 98% loss = 0.020 1405m: epoch 48 [################### ] 98% loss = 0.020 1405m: epoch 48 [################### ] 99% loss = 0.022 1405m: epoch 48 [################### ] 99% loss = 0.021 1405m: epoch 48 [################### ] 99% loss = 0.0221405m: epoch 48 [####################] 100% loss = 0.022
epoch 48 complete, loss = 0.022
model saved as token_classification_split_3_48_0.022
1405m: epoch 49 [ ] 0% loss = ... 1406m: epoch 49 [ ] 0% loss = 0.020 1406m: epoch 49 [ ] 0% loss = 0.018 1406m: epoch 49 [ ] 1% loss = 0.019 1406m: epoch 49 [ ] 1% loss = 0.018 1406m: epoch 49 [ ] 1% loss = 0.018 1406m: epoch 49 [ ] 2% loss = 0.020 1406m: epoch 49 [ ] 2% loss = 0.018 1406m: epoch 49 [ ] 2% loss = 0.019 1406m: epoch 49 [ ] 3% loss = 0.021 1407m: epoch 49 [ ] 3% loss = 0.019 1407m: epoch 49 [ ] 3% loss = 0.019 1407m: epoch 49 [ ] 4% loss = 0.019 1407m: epoch 49 [ ] 4% loss = 0.020 1407m: epoch 49 [ ] 4% loss = 0.019 1407m: epoch 49 [# ] 5% loss = 0.019 1407m: epoch 49 [# ] 5% loss = 0.018 1407m: epoch 49 [# ] 5% loss = 0.019 1407m: epoch 49 [# ] 6% loss = 0.020 1408m: epoch 49 [# ] 6% loss = 0.019 1408m: epoch 49 [# ] 6% loss = 0.018 1408m: epoch 49 [# ] 7% loss = 0.019 1408m: epoch 49 [# ] 7% loss = 0.018 1408m: epoch 49 [# ] 7% loss = 0.021 1408m: epoch 49 [# ] 8% loss = 0.019 1408m: epoch 49 [# ] 8% loss = 0.019 1408m: epoch 49 [# ] 8% loss = 0.020 1408m: epoch 49 [# ] 9% loss = 0.019 1409m: epoch 49 [# ] 9% loss = 0.019 1409m: epoch 49 [# ] 9% loss = 0.019 1409m: epoch 49 [## ] 10% loss = 0.022 1409m: epoch 49 [## ] 10% loss = 0.019 1409m: epoch 49 [## ] 11% loss = 0.019 1409m: epoch 49 [## ] 11% loss = 0.019 1409m: epoch 49 [## ] 11% loss = 0.020 1409m: epoch 49 [## ] 12% loss = 0.017 1409m: epoch 49 [## ] 12% loss = 0.019 1410m: epoch 49 [## ] 12% loss = 0.020 1410m: epoch 49 [## ] 13% loss = 0.021 1410m: epoch 49 [## ] 13% loss = 0.020 1410m: epoch 49 [## ] 13% loss = 0.018 1410m: epoch 49 [## ] 14% loss = 0.020 1410m: epoch 49 [## ] 14% loss = 0.019 1410m: epoch 49 [## ] 14% loss = 0.021 1410m: epoch 49 [### ] 15% loss = 0.020 1410m: epoch 49 [### ] 15% loss = 0.019 1411m: epoch 49 [### ] 15% loss = 0.020 1411m: epoch 49 [### ] 16% loss = 0.021 1411m: epoch 49 [### ] 16% loss = 0.019 1411m: epoch 49 [### ] 16% loss = 0.020 1411m: epoch 49 [### ] 17% loss = 0.020 1411m: epoch 49 [### ] 17% loss = 0.019 1411m: epoch 49 [### ] 17% loss = 0.020 1411m: epoch 49 [### ] 18% loss = 0.021 1411m: epoch 49 [### ] 18% loss = 0.020 1412m: epoch 49 [### ] 18% loss = 0.020 1412m: epoch 49 [### ] 19% loss = 0.020 1412m: epoch 49 [### ] 19% loss = 0.019 1412m: epoch 49 [### ] 19% loss = 0.019 1412m: epoch 49 [#### ] 20% loss = 0.020 1412m: epoch 49 [#### ] 20% loss = 0.019 1412m: epoch 49 [#### ] 20% loss = 0.020 1412m: epoch 49 [#### ] 21% loss = 0.021 1412m: epoch 49 [#### ] 21% loss = 0.020 1413m: epoch 49 [#### ] 22% loss = 0.021 1413m: epoch 49 [#### ] 22% loss = 0.020 1413m: epoch 49 [#### ] 22% loss = 0.020 1413m: epoch 49 [#### ] 23% loss = 0.020 1413m: epoch 49 [#### ] 23% loss = 0.021 1413m: epoch 49 [#### ] 23% loss = 0.019 1413m: epoch 49 [#### ] 24% loss = 0.021 1413m: epoch 49 [#### ] 24% loss = 0.020 1413m: epoch 49 [#### ] 24% loss = 0.021 1414m: epoch 49 [##### ] 25% loss = 0.020 1414m: epoch 49 [##### ] 25% loss = 0.019 1414m: epoch 49 [##### ] 25% loss = 0.020 1414m: epoch 49 [##### ] 26% loss = 0.021 1414m: epoch 49 [##### ] 26% loss = 0.021 1414m: epoch 49 [##### ] 26% loss = 0.022 1414m: epoch 49 [##### ] 27% loss = 0.021 1414m: epoch 49 [##### ] 27% loss = 0.021 1414m: epoch 49 [##### ] 27% loss = 0.020 1415m: epoch 49 [##### ] 28% loss = 0.019 1415m: epoch 49 [##### ] 28% loss = 0.020 1415m: epoch 49 [##### ] 28% loss = 0.020 1415m: epoch 49 [##### ] 29% loss = 0.019 1415m: epoch 49 [##### ] 29% loss = 0.021 1415m: epoch 49 [##### ] 29% loss = 0.020 1415m: epoch 49 [###### ] 30% loss = 0.021 1415m: epoch 49 [###### ] 30% loss = 0.020 1415m: epoch 49 [###### ] 30% loss = 0.019 1416m: epoch 49 [###### ] 31% loss = 0.021 1416m: epoch 49 [###### ] 31% loss = 0.020 1416m: epoch 49 [###### ] 32% loss = 0.021 1416m: epoch 49 [###### ] 32% loss = 0.020 1416m: epoch 49 [###### ] 32% loss = 0.020 1416m: epoch 49 [###### ] 33% loss = 0.020 1416m: epoch 49 [###### ] 33% loss = 0.021 1416m: epoch 49 [###### ] 33% loss = 0.019 1416m: epoch 49 [###### ] 34% loss = 0.019 1417m: epoch 49 [###### ] 34% loss = 0.019 1417m: epoch 49 [###### ] 34% loss = 0.021 1417m: epoch 49 [####### ] 35% loss = 0.020 1417m: epoch 49 [####### ] 35% loss = 0.022 1417m: epoch 49 [####### ] 35% loss = 0.020 1417m: epoch 49 [####### ] 36% loss = 0.019 1417m: epoch 49 [####### ] 36% loss = 0.022 1417m: epoch 49 [####### ] 36% loss = 0.021 1417m: epoch 49 [####### ] 37% loss = 0.021 1418m: epoch 49 [####### ] 37% loss = 0.019 1418m: epoch 49 [####### ] 37% loss = 0.019 1418m: epoch 49 [####### ] 38% loss = 0.020 1418m: epoch 49 [####### ] 38% loss = 0.021 1418m: epoch 49 [####### ] 38% loss = 0.021 1418m: epoch 49 [####### ] 39% loss = 0.021 1418m: epoch 49 [####### ] 39% loss = 0.018 1418m: epoch 49 [####### ] 39% loss = 0.021 1418m: epoch 49 [######## ] 40% loss = 0.018 1419m: epoch 49 [######## ] 40% loss = 0.020 1419m: epoch 49 [######## ] 40% loss = 0.021 1419m: epoch 49 [######## ] 41% loss = 0.019 1419m: epoch 49 [######## ] 41% loss = 0.020 1419m: epoch 49 [######## ] 41% loss = 0.020 1419m: epoch 49 [######## ] 42% loss = 0.019 1419m: epoch 49 [######## ] 42% loss = 0.021 1419m: epoch 49 [######## ] 43% loss = 0.020 1419m: epoch 49 [######## ] 43% loss = 0.020 1420m: epoch 49 [######## ] 43% loss = 0.021 1420m: epoch 49 [######## ] 44% loss = 0.020 1420m: epoch 49 [######## ] 44% loss = 0.021 1420m: epoch 49 [######## ] 44% loss = 0.020 1420m: epoch 49 [######### ] 45% loss = 0.021 1420m: epoch 49 [######### ] 45% loss = 0.020 1420m: epoch 49 [######### ] 45% loss = 0.019 1420m: epoch 49 [######### ] 46% loss = 0.020 1420m: epoch 49 [######### ] 46% loss = 0.021 1421m: epoch 49 [######### ] 46% loss = 0.020 1421m: epoch 49 [######### ] 47% loss = 0.019 1421m: epoch 49 [######### ] 47% loss = 0.021 1421m: epoch 49 [######### ] 47% loss = 0.020 1421m: epoch 49 [######### ] 48% loss = 0.019 1421m: epoch 49 [######### ] 48% loss = 0.020 1421m: epoch 49 [######### ] 48% loss = 0.021 1421m: epoch 49 [######### ] 49% loss = 0.021 1421m: epoch 49 [######### ] 49% loss = 0.019 1422m: epoch 49 [######### ] 49% loss = 0.020 1422m: epoch 49 [########## ] 50% loss = 0.021 1422m: epoch 49 [########## ] 50% loss = 0.021 1422m: epoch 49 [########## ] 50% loss = 0.022 1422m: epoch 49 [########## ] 51% loss = 0.020 1422m: epoch 49 [########## ] 51% loss = 0.022 1422m: epoch 49 [########## ] 51% loss = 0.021 1422m: epoch 49 [########## ] 52% loss = 0.021 1422m: epoch 49 [########## ] 52% loss = 0.021 1423m: epoch 49 [########## ] 53% loss = 0.020 1423m: epoch 49 [########## ] 53% loss = 0.021 1423m: epoch 49 [########## ] 53% loss = 0.021 1423m: epoch 49 [########## ] 54% loss = 0.021 1423m: epoch 49 [########## ] 54% loss = 0.022 1423m: epoch 49 [########## ] 54% loss = 0.020 1423m: epoch 49 [########### ] 55% loss = 0.020 1423m: epoch 49 [########### ] 55% loss = 0.021 1423m: epoch 49 [########### ] 55% loss = 0.021 1424m: epoch 49 [########### ] 56% loss = 0.020 1424m: epoch 49 [########### ] 56% loss = 0.020 1424m: epoch 49 [########### ] 56% loss = 0.020 1424m: epoch 49 [########### ] 57% loss = 0.021 1424m: epoch 49 [########### ] 57% loss = 0.020 1424m: epoch 49 [########### ] 57% loss = 0.020 1424m: epoch 49 [########### ] 58% loss = 0.020 1424m: epoch 49 [########### ] 58% loss = 0.021 1424m: epoch 49 [########### ] 58% loss = 0.021 1425m: epoch 49 [########### ] 59% loss = 0.020 1425m: epoch 49 [########### ] 59% loss = 0.022 1425m: epoch 49 [########### ] 59% loss = 0.022 1425m: epoch 49 [############ ] 60% loss = 0.023 1425m: epoch 49 [############ ] 60% loss = 0.022 1425m: epoch 49 [############ ] 60% loss = 0.021 1425m: epoch 49 [############ ] 61% loss = 0.021 1425m: epoch 49 [############ ] 61% loss = 0.021 1425m: epoch 49 [############ ] 61% loss = 0.022 1426m: epoch 49 [############ ] 62% loss = 0.021 1426m: epoch 49 [############ ] 62% loss = 0.022 1426m: epoch 49 [############ ] 62% loss = 0.021 1426m: epoch 49 [############ ] 63% loss = 0.021 1426m: epoch 49 [############ ] 63% loss = 0.021 1426m: epoch 49 [############ ] 64% loss = 0.022 1426m: epoch 49 [############ ] 64% loss = 0.021 1426m: epoch 49 [############ ] 64% loss = 0.020 1426m: epoch 49 [############# ] 65% loss = 0.020 1427m: epoch 49 [############# ] 65% loss = 0.021 1427m: epoch 49 [############# ] 65% loss = 0.021 1427m: epoch 49 [############# ] 66% loss = 0.021 1427m: epoch 49 [############# ] 66% loss = 0.022 1427m: epoch 49 [############# ] 66% loss = 0.020 1427m: epoch 49 [############# ] 67% loss = 0.021 1427m: epoch 49 [############# ] 67% loss = 0.023 1427m: epoch 49 [############# ] 67% loss = 0.022 1427m: epoch 49 [############# ] 68% loss = 0.020 1428m: epoch 49 [############# ] 68% loss = 0.019 1428m: epoch 49 [############# ] 68% loss = 0.020 1428m: epoch 49 [############# ] 69% loss = 0.021 1428m: epoch 49 [############# ] 69% loss = 0.022 1428m: epoch 49 [############# ] 69% loss = 0.021 1428m: epoch 49 [############## ] 70% loss = 0.020 1428m: epoch 49 [############## ] 70% loss = 0.020 1428m: epoch 49 [############## ] 70% loss = 0.023 1428m: epoch 49 [############## ] 71% loss = 0.021 1429m: epoch 49 [############## ] 71% loss = 0.022 1429m: epoch 49 [############## ] 71% loss = 0.023 1429m: epoch 49 [############## ] 72% loss = 0.022 1429m: epoch 49 [############## ] 72% loss = 0.020 1429m: epoch 49 [############## ] 72% loss = 0.021 1429m: epoch 49 [############## ] 73% loss = 0.022 1429m: epoch 49 [############## ] 73% loss = 0.021 1429m: epoch 49 [############## ] 74% loss = 0.022 1429m: epoch 49 [############## ] 74% loss = 0.020 1430m: epoch 49 [############## ] 74% loss = 0.021 1430m: epoch 49 [############### ] 75% loss = 0.021 1430m: epoch 49 [############### ] 75% loss = 0.020 1430m: epoch 49 [############### ] 75% loss = 0.021 1430m: epoch 49 [############### ] 76% loss = 0.022 1430m: epoch 49 [############### ] 76% loss = 0.020 1430m: epoch 49 [############### ] 76% loss = 0.020 1430m: epoch 49 [############### ] 77% loss = 0.020 1430m: epoch 49 [############### ] 77% loss = 0.021 1431m: epoch 49 [############### ] 77% loss = 0.022 1431m: epoch 49 [############### ] 78% loss = 0.021 1431m: epoch 49 [############### ] 78% loss = 0.022 1431m: epoch 49 [############### ] 78% loss = 0.022 1431m: epoch 49 [############### ] 79% loss = 0.021 1431m: epoch 49 [############### ] 79% loss = 0.019 1431m: epoch 49 [############### ] 79% loss = 0.021 1431m: epoch 49 [################ ] 80% loss = 0.021 1431m: epoch 49 [################ ] 80% loss = 0.019 1432m: epoch 49 [################ ] 80% loss = 0.020 1432m: epoch 49 [################ ] 81% loss = 0.021 1432m: epoch 49 [################ ] 81% loss = 0.020 1432m: epoch 49 [################ ] 81% loss = 0.021 1432m: epoch 49 [################ ] 82% loss = 0.022 1432m: epoch 49 [################ ] 82% loss = 0.021 1432m: epoch 49 [################ ] 82% loss = 0.020 1432m: epoch 49 [################ ] 83% loss = 0.020 1433m: epoch 49 [################ ] 83% loss = 0.021 1433m: epoch 49 [################ ] 83% loss = 0.022 1433m: epoch 49 [################ ] 84% loss = 0.021 1433m: epoch 49 [################ ] 84% loss = 0.022 1433m: epoch 49 [################# ] 85% loss = 0.021 1433m: epoch 49 [################# ] 85% loss = 0.022 1433m: epoch 49 [################# ] 85% loss = 0.024 1433m: epoch 49 [################# ] 86% loss = 0.021 1433m: epoch 49 [################# ] 86% loss = 0.022 1434m: epoch 49 [################# ] 86% loss = 0.021 1434m: epoch 49 [################# ] 87% loss = 0.022 1434m: epoch 49 [################# ] 87% loss = 0.021 1434m: epoch 49 [################# ] 87% loss = 0.020 1434m: epoch 49 [################# ] 88% loss = 0.022 1434m: epoch 49 [################# ] 88% loss = 0.020 1434m: epoch 49 [################# ] 88% loss = 0.022 1434m: epoch 49 [################# ] 89% loss = 0.022 1434m: epoch 49 [################# ] 89% loss = 0.021 1435m: epoch 49 [################# ] 89% loss = 0.021 1435m: epoch 49 [################## ] 90% loss = 0.021 1435m: epoch 49 [################## ] 90% loss = 0.019 1435m: epoch 49 [################## ] 90% loss = 0.021 1435m: epoch 49 [################## ] 91% loss = 0.020 1435m: epoch 49 [################## ] 91% loss = 0.020 1435m: epoch 49 [################## ] 91% loss = 0.021 1435m: epoch 49 [################## ] 92% loss = 0.021 1435m: epoch 49 [################## ] 92% loss = 0.021 1436m: epoch 49 [################## ] 92% loss = 0.021 1436m: epoch 49 [################## ] 93% loss = 0.022 1436m: epoch 49 [################## ] 93% loss = 0.021 1436m: epoch 49 [################## ] 93% loss = 0.023 1436m: epoch 49 [################## ] 94% loss = 0.020 1436m: epoch 49 [################## ] 94% loss = 0.021 1436m: epoch 49 [################## ] 94% loss = 0.021 1436m: epoch 49 [################### ] 95% loss = 0.021 1436m: epoch 49 [################### ] 95% loss = 0.021 1437m: epoch 49 [################### ] 96% loss = 0.023 1437m: epoch 49 [################### ] 96% loss = 0.021 1437m: epoch 49 [################### ] 96% loss = 0.024 1437m: epoch 49 [################### ] 97% loss = 0.022 1437m: epoch 49 [################### ] 97% loss = 0.023 1437m: epoch 49 [################### ] 97% loss = 0.022 1437m: epoch 49 [################### ] 98% loss = 0.023 1437m: epoch 49 [################### ] 98% loss = 0.020 1437m: epoch 49 [################### ] 98% loss = 0.020 1438m: epoch 49 [################### ] 99% loss = 0.021 1438m: epoch 49 [################### ] 99% loss = 0.019 1438m: epoch 49 [################### ] 99% loss = 0.0211438m: epoch 49 [####################] 100% loss = 0.021
epoch 49 complete, loss = 0.021
model saved as token_classification_split_3_49_0.021
1438m: epoch 50 [ ] 0% loss = ... 1438m: epoch 50 [ ] 0% loss = 0.019 1438m: epoch 50 [ ] 0% loss = 0.020 1438m: epoch 50 [ ] 1% loss = 0.019 1438m: epoch 50 [ ] 1% loss = 0.018 1438m: epoch 50 [ ] 1% loss = 0.019 1439m: epoch 50 [ ] 2% loss = 0.018 1439m: epoch 50 [ ] 2% loss = 0.019 1439m: epoch 50 [ ] 2% loss = 0.019 1439m: epoch 50 [ ] 3% loss = 0.019 1439m: epoch 50 [ ] 3% loss = 0.020 1439m: epoch 50 [ ] 3% loss = 0.017 1439m: epoch 50 [ ] 4% loss = 0.019 1439m: epoch 50 [ ] 4% loss = 0.020 1439m: epoch 50 [ ] 4% loss = 0.020 1440m: epoch 50 [# ] 5% loss = 0.018 1440m: epoch 50 [# ] 5% loss = 0.019 1440m: epoch 50 [# ] 5% loss = 0.020 1440m: epoch 50 [# ] 6% loss = 0.020 1440m: epoch 50 [# ] 6% loss = 0.019 1440m: epoch 50 [# ] 6% loss = 0.018 1440m: epoch 50 [# ] 7% loss = 0.018 1440m: epoch 50 [# ] 7% loss = 0.020 1440m: epoch 50 [# ] 7% loss = 0.019 1441m: epoch 50 [# ] 8% loss = 0.020 1441m: epoch 50 [# ] 8% loss = 0.019 1441m: epoch 50 [# ] 8% loss = 0.019 1441m: epoch 50 [# ] 9% loss = 0.018 1441m: epoch 50 [# ] 9% loss = 0.020 1441m: epoch 50 [# ] 9% loss = 0.020 1441m: epoch 50 [## ] 10% loss = 0.019 1441m: epoch 50 [## ] 10% loss = 0.021 1441m: epoch 50 [## ] 11% loss = 0.020
\ No newline at end of file
......
log1
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nohup.out
View file @ 6442322f
This source diff could not be displayed because it is too large. You can view the blob instead.
test.py
View file @ 6442322f
...@@ -8,7 +8,7 @@ with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f: ...@@ -8,7 +8,7 @@ with open("./data/voc/yunmu.txt","r",encoding="utf-8") as f:
yunmus=f.readlines() yunmus=f.readlines()
yunmus=[a.strip() for a in yunmus] yunmus=[a.strip() for a in yunmus]
a = 'ying' a = 'zhi'
a=convert_finals(a) a=convert_finals(a)
print(a) print(a)
strict = True strict = True
......
tmp.py 0 → 100644
View file @ 6442322f
from tqdm import tqdm
import os
import pickle
import itertools
pkl_dir="./data/pkl/pinyin_pkl(1)"
for file in tqdm(os.listdir(pkl_dir)):
# print("filename:{}".format(file))
contents = pickle.load(open(os.path.join(pkl_dir,file),"rb"))
# contents=random.sample(contents,10)
# print(contents)
# contents=[list(itertools.chain.from_iterable(lines)) for lines in contents]
# contents=list(itertools.chain.from_iterable(contents))
with open(os.path.join("data/pkl/pinyin_pkl_txt",file[:-4]+".txt"),"w",encoding="utf-8") as f:
f.write(" ".join(contents))
translate2.py
View file @ 6442322f
...@@ -20,7 +20,8 @@ def get_result(src, model, SRC, TRG, opt): ...@@ -20,7 +20,8 @@ def get_result(src, model, SRC, TRG, opt):
output = model(src, src_mask) output = model(src, src_mask)
output = F.softmax(output,dim=-1) output = F.softmax(output,dim=-1)
preds = torch.argmax(output, dim=-1) preds = torch.argmax(output, dim=-1)
return ''.join([TRG.vocab.itos[tok] for tok in preds[0][:]]).replace("_", "") # return ''.join([TRG.vocab.itos[tok] for tok in preds[0][:]]).replace("_", "")
return ' '.join([TRG.vocab.itos[tok] for tok in preds[0][:]])
def translate_sentence(sentence, model, opt, SRC, TRG): def translate_sentence(sentence, model, opt, SRC, TRG):
......
translate_pkl.py
View file @ 6442322f
...@@ -38,6 +38,8 @@ def main(): ...@@ -38,6 +38,8 @@ def main():
parser.add_argument('-floyd', action='store_true') parser.add_argument('-floyd', action='store_true')
parser.add_argument('-test_dir', type=str, required=True) parser.add_argument('-test_dir', type=str, required=True)
parser.add_argument('-result_dir', type=str, required=True) parser.add_argument('-result_dir', type=str, required=True)
parser.add_argument('-src_voc')
parser.add_argument('-trg_voc')
opt = parser.parse_args() opt = parser.parse_args()
...@@ -54,8 +56,10 @@ def main(): ...@@ -54,8 +56,10 @@ def main():
contents = pickle.load(open(os.path.join(opt.test_dir,file),"rb")) contents = pickle.load(open(os.path.join(opt.test_dir,file),"rb"))
# contents=random.sample(contents,10) # contents=random.sample(contents,10)
contents=[list(itertools.chain.from_iterable(lines)) for lines in contents] # contents=[list(itertools.chain.from_iterable(lines)) for lines in contents]
contents=list(itertools.chain.from_iterable(contents)) # # print(contents)
# contents=list(itertools.chain.from_iterable(contents))
# print(contents)
# print(contents) # print(contents)
start=time.time() start=time.time()
......
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