[NLPL Task Force (A)] CNN slow-dow
Andrei Kutuzov
andreku at ifi.uio.no
Tue Mar 26 15:25:20 UTC 2019
I checked, and it doesn't depend on the Python version: Pytorch 1.0 runs
equally slow on both Python 3.5 and Python 3.7
Pytorch 0.4.1 runs on Python 3.5, and it is fast.
On 3/26/19 4:21 PM, Vinit Ravishankar wrote:
> Here’s a super tiny bit of code that just runs the same convolutional layer on the same input 10ish times.
>
> – Vinit
>
>> On 26 Mar 2019, at 15:58, Stephan Oepen <oe at ifi.uio.no> wrote:
>>
>> do you guys have a ready-to-run code snippet and some instructions on
>> how to replicate the problem of unduly slow CNN performance in our
>> newest PyTorch installation? also, could you quickly summarize the
>> results of benchmarking you have done so far?
>>
>> NLPL has three PyTorch modules:
>>
>> nlpl-pytorch/0.4.1
>> nlpl-pytorch/1.0.0/3.5
>> nlpl-pytorch/1.0.0/3.7
>>
>> it actually could be very nice to work towards a set of standard
>> benchmarks, e.g. one each for a simple deep MLP, CNN, and RNN?
>>
>> cheers, oe
--
Andrei
PhD Candidate at Language Technology Group (LTG)
University of Oslo
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