Experiment 1: Models Performance Baseline#
Tokenizers#
Tokenizers’ experiment shared by models.
tknzr_name |
dset_name |
exp_name |
max_vocab |
min_count |
ver |
is_uncased |
---|---|---|---|---|---|---|
whitespace |
WNLI |
ws-tknzr |
-1 |
1 |
train |
True |
Models Loss Performance#
model_name |
step 10k |
step 20k |
step 32k |
---|---|---|---|
RNN |
0.167 |
0.073 |
0.056 |
GRU |
0.187 |
0.061 |
0.046 |
LSTM |
0.182 |
0.063 |
0.044 |