Kyle Gorman

I'm sorry, I still don't understand the example. Can you give actual code (e.g., with an `assert` statement that shows what you expect to happen), or better yet, file a...

You're welcome to have at it. It maybe should floor instead, I don't know. (In general I am not really interested in maintaining this anymore---I rarely work with speech data...

I don't have any problem with this---seems sensible---but I really don't have the bandwidth to properly review or test this. I barely ever work with speech data anymore. Does anyone...

Let's define two things: "notional batch size" is the number of elements per training step, and "effective batch size" is the size of the minibatches of which there is at...

Timing results below. # Elegant solution ``` $ python -m timeit -r 10 -s 'import size; import random; random.seed(1985)' 'size.size_elegant(random.randrange(2 ** 7, 2 ** 12, 2 ** 7), random.randrange(16, 1000))'...

> I think for consistency we may want to define tehm in the opposite, in general. Yea, I realize these are not great terms. Redo them whatever way you think...

> Sorry so you mean should we combine 2) and 3) by subclassing the PTL trainer? I guess this factors into your comments about a separate cli `yoyodyne-tune`. Is this...

SGTM. I don't know what the right solution is yet.

Summarizing an offline conversation I had with @bonham79, I think the following is true: * It would be nice to have a way to compute max batch size without also...

What are the explicit advantages to doing this with a "wrapper" as opposed to just rolling it into our train methods?