提交 6828831c authored 作者: Frederic Bastien's avatar Frederic Bastien

Added A Boot Camp Overview.

上级 ab010cf4
.. _cifar_summer_school2011_overview:
******************************************
Theano Boot Camp: CIFAR Summer School 2011
******************************************
Why follow this Theano Boot Camp?
---------------------------------
* *Explain why* Theano is a very usefull tool
* *Teach* you Theano basic
* *Show* how to use it on *recent machine learning* models
* *Help you* build your first recent machine learning models in Theano
* *If interest* can explain how to *easily extend Theano*
Boot Camp Overview
------------------
* Day 1:
* Overview/Motivation
* ?!?!?show-of-hands regarding technical background questions
* python/numpy crash course
* Theano beggining
* Example with recent ML models (DLT)
* Day 2:
* Loop/Condition in Theano (10-20m)
* Propose/discuss projects
* For groups and start projects!
* Day 3:
* Advanced Theano(30 minutes)
* Debuging, profiling, compilation pipeline, inplace optimization
* Projects / General hacking / code-sprinting.
* Day 4: *You choose* (we can split the group)
* Extending Theano or
* How to wrap code in an op
* How to use pycuda code in Theano
* Projects / General hacking / code-sprinting.
day 1:
I think that I could cover those 2 pages:
* http://deeplearning.net/software/theano/hpcs2011_tutorial/introduction.html
* http://deeplearning.net/software/theano/hpcs2011_tutorial/theano.html
That include:
simple example
linear regression example with shared var
theano flags
grad detail
Symbolic variables
gpu
benchmarck
......@@ -7,6 +7,7 @@ GPU programming made Easy
.. toctree::
boot_camp_overview
introduction
theano
advanced_theano
......
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