Anybody know the 'chunk_feature' in master branch means what thing?

[DeepSpeech/evaluate.py]

Line 242 in 5ff3b31

chunk_features = batch_features[:, i:i + N_STEPS, :]

The inference graph can’t take an entire audio file at once, it only handles 16 time steps at a time, hence the need to split samples into chunks of size 16.

Why we cannot take an entire audio file at once? Does it mean processing too long duration audio, such as an hour?

You can, just not with the inference graph. It’s how we implement streaming inference.