4b4946f40ef0f8c533f5473ec3756e639e57e5c5,python/baseline/dy/dynety.py,,show_examples_dynet,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,487

Before Change

    src_len = batch_dict["src_len"]
    if max_examples > 0:
        max_examples = min(max_examples, src_array.shape[0])
        src_array = src_array[0:max_examples]
        tgt_array = tgt_array[0:max_examples]
        src_len = src_len[0:max_examples]

    for src_len_i, src_i, tgt_i in zip(src_len, src_array, tgt_array):

        print("========================================================================")
        src_len_i = np.array(src_len_i, ndmin=1)
        sent = lookup_sentence(rlut1, src_i, reverse=reverse)
        print("[OP] %s" % sent)
        sent = lookup_sentence(rlut2, tgt_i)
        print("[Actual] %s" % sent)
        src_dict = {"src": src_i.reshape(1, -1), "src_len": src_len_i}
        dst_i = model.run(src_dict)[0]
        sent = lookup_sentence(rlut2, dst_i)
        print("Guess: %s" % sent)
        print("------------------------------------------------------------------------")

After Change

    batch_dict = es[si]

    lengths_key = model.src_lengths_key
    src_field = lengths_key.split("_")[0]
    src_array = batch_dict[src_field]
    if max_examples > 0:
        max_examples = min(max_examples, src_array.shape[0])

    for i in range(max_examples):
        example = {}
        // Batch first, so this gets a single example at once
        for k, value in batch_dict.items():
            v = value[i]
            example[k] = v.reshape((1,) + v.shape)

        print("========================================================================")
        sent = lookup_sentence(rlut1, example[src_field].squeeze(), reverse=reverse)
        print("[OP] %s" % sent)
        sent = lookup_sentence(rlut2, example["tgt"].squeeze())
        print("[Actual] %s" % sent)
        dst_i = model.run(example)[0]
        sent = lookup_sentence(rlut2, dst_i)
        print("Guess: %s" % sent)
        print("------------------------------------------------------------------------")

Instances