system HF staff commited on
Commit
385cbb2
1 Parent(s): f63d731

Update log.txt

Browse files
Files changed (1) hide show
  1. log.txt +32 -0
log.txt ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/log.txt.
2
+ Loading nlp dataset rotten_tomatoes, split train.
3
+ Loading nlp dataset rotten_tomatoes, split validation.
4
+ Loaded dataset. Found: 2 labels: ([0, 1])
5
+ Loading transformers AutoModelForSequenceClassification: roberta-base
6
+ Tokenizing training data. (len: 8530)
7
+ Tokenizing eval data (len: 1066)
8
+ Loaded data and tokenized in 10.02656078338623s
9
+ Training model across 4 GPUs
10
+ ***** Running training *****
11
+ Num examples = 8530
12
+ Batch size = 128
13
+ Max sequence length = 128
14
+ Num steps = 660
15
+ Num epochs = 10
16
+ Learning rate = 5e-05
17
+ Eval accuracy: 89.11819887429644%
18
+ Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/.
19
+ Eval accuracy: 90.0562851782364%
20
+ Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/.
21
+ Eval accuracy: 89.9624765478424%
22
+ Eval accuracy: 89.77485928705441%
23
+ Eval accuracy: 87.99249530956847%
24
+ Eval accuracy: 89.02439024390245%
25
+ Eval accuracy: 89.21200750469043%
26
+ Eval accuracy: 89.8686679174484%
27
+ Eval accuracy: 89.58724202626641%
28
+ Eval accuracy: 90.33771106941839%
29
+ Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/.
30
+ Saved tokenizer <textattack.models.tokenizers.auto_tokenizer.AutoTokenizer object at 0x7fb412aada60> to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/.
31
+ Wrote README to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/README.md.
32
+ Wrote training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/roberta-base-rotten_tomatoes-2020-06-25-13:09/train_args.json.