There seems to be a change from 3 days ago that is affecting this line of code in lesson4-imdb.ipynb:
learner = md.get_model(opt_fn, em_sz, nh, nl,
dropouti=0.05, dropout=0.05, wdrop=0.1, dropoute=0.02, dropouth=0.05)
Which returns the following error:
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-37-b2f8cd3a0b3e> in <module>()
1 learner = md.get_model(opt_fn, em_sz, nh, nl,
----> 2 dropouti=0.05, dropout=0.05, wdrop=0.1, dropoute=0.02, dropouth=0.05)
3 learner.reg_fn = partial(seq2seq_reg, alpha=2, beta=1)
4 learner.clip=0.3
~/fastai/courses/dl1/fastai/nlp.py in get_model(self, opt_fn, emb_sz, n_hid, n_layers, **kwargs)
268
269 """
--> 270 m = get_language_model(self.nt, emb_sz, nhid=n_hid, nlayers=n_layers, pad_idx=self.pad_idx, **kwargs)
271 model = SingleModel(to_gpu(m))
272 return RNN_Learner(self, model, opt_fn=opt_fn)
TypeError: get_language_model() got an unexpected keyword argument 'pad_idx'
I see that get_language_model function takes an argument pad_token
and not pad_idx
. I can simply change the name of it and create a PR if anybody could confirm that seems like a reasonable fix. @jeremy?
Thank you!!