Mercurial > pylearn
comparison doc/v2_planning/dataset.txt @ 1117:c1943feada10
Proposal for theano dataset wrapper. The details still have to be worked out.
author | Arnaud Bergeron <abergeron@gmail.com> |
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date | Tue, 14 Sep 2010 15:22:48 -0400 |
parents | 18a092001752 |
children | 27d0ef195e1d |
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1116:18a092001752 | 1117:c1943feada10 |
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366 in the shared variable. | 366 in the shared variable. |
367 | 367 |
368 AB: I have an idea about this which kind of fits in the "building a | 368 AB: I have an idea about this which kind of fits in the "building a |
369 theano op" thing that we talked about at the last meeting. | 369 theano op" thing that we talked about at the last meeting. |
370 | 370 |
371 We could have a specialezed theano op that takes a dataset and returns | 371 We can just build a theano Op that wraps dataset objects and takes |
372 chunks of it with a index using the standard Dataset interface. The | 372 care of the details of tranferring data to the GPU or otherwise. |
373 code to transfer to the GPU or whatever goes in that Op and we don't | 373 |
374 need to change to dataset interface. | 374 I have a prototype interface/implemantation in the shared_dataset.py |
375 file in this directory. |