First, for i in range(0, len(text) - self.length + 1, self.max_length // 2):. I'm sorry, but what if len(text) is actually smaller than self.length(I assume it's the max_length)? And Why would I need to do this process?
Second, assert all(len(x) == len(windows[0]) for x in windows). Why do I need to make every text the same length?
Next, the following while True. Isn't it going to loop infinitely?
Last, batch = windows[i: i + self.batch_size]. I don't think last batch generated will be the same size as previous ones in first dimension.
Hope someone could answer my questions:)
First,
for i in range(0, len(text) - self.length + 1, self.max_length // 2):. I'm sorry, but what if len(text) is actually smaller than self.length(I assume it's the max_length)? And Why would I need to do this process?Second,
assert all(len(x) == len(windows[0]) for x in windows). Why do I need to make every text the same length?Next, the following
while True. Isn't it going to loop infinitely?Last,
batch = windows[i: i + self.batch_size]. I don't think last batch generated will be the same size as previous ones in first dimension.Hope someone could answer my questions:)