AWD-LSTM model

get_dls[source]

get_dls(bs=64)

dls = get_dls()
dls.show_batch()
text category
0 xxbos xxmaj match 1 : xxmaj tag xxmaj team xxmaj table xxmaj match xxmaj bubba xxmaj ray and xxmaj spike xxmaj dudley vs xxmaj eddie xxmaj guerrero and xxmaj chris xxmaj benoit xxmaj bubba xxmaj ray and xxmaj spike xxmaj dudley started things off with a xxmaj tag xxmaj team xxmaj table xxmaj match against xxmaj eddie xxmaj guerrero and xxmaj chris xxmaj benoit . xxmaj according to the rules of the match , both opponents have to go through tables in order to get the win . xxmaj benoit and xxmaj guerrero heated up early on by taking turns hammering first xxmaj spike and then xxmaj bubba xxmaj ray . a xxmaj german xxunk by xxmaj benoit to xxmaj bubba took the wind out of the xxmaj dudley brother . xxmaj spike tried to help his brother , but the referee restrained him while xxmaj benoit and xxmaj guerrero pos
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4 xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad pos
5 xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad pos
6 xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad pos
7 xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad neg
8 xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad xxpad neg

train[source]

train(gpu=None, lr=0.01, bs=64, epochs=5, fp16=0, dump=0, runs=1)

Training of IMDB classifier.

train_imdb[source]

train_imdb(gpu=None, bs=64, fp16=0, epochs=5, runs=1)