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saving checkpoint after fininshing an epoch and before decode/external evaluation #286

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saving checkpoint after fininshing an epoch and before decode/external evaluation #286

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7 changes: 7 additions & 0 deletions nmt/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -357,6 +357,13 @@ def train(hparams, scope=None, target_session=""):
utils.print_out(
"# Finished an epoch, step %d. Perform external evaluation" %
global_step)

# Save checkpoint
loaded_train_model.saver.save(
train_sess,
os.path.join(out_dir, "translate.ckpt"),
global_step=global_step)

run_sample_decode(infer_model, infer_sess, model_dir, hparams,
summary_writer, sample_src_data, sample_tgt_data)
run_external_eval(infer_model, infer_sess, model_dir, hparams,
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