e2239ff7bb6234e409bf3676acb45b74d8c34e9d,15-vae/vae-lm.py,,,#,206

Before Change

        math.exp(dev_loss / dev_words), time.time() - start))

// this is how you generate, can replace with desired sentenced to generate
sentences = []
for sent_id, sent in enumerate(test):
    translated_sent = generate(sent[0])
    sentences.append(translated_sent)
for sent in sentences:

After Change

        dev_kl_loss += kl_loss.value()
        dev_reconstruct_loss += softmax_loss.value()
        dev_loss += kl_loss.value() + softmax_loss.value()

        dev_words += len(sent)
        trainer.update()

Instances