imagenet fix: ilvsrc -> ilsvrc
Added Performance and Hardware Tips
Added Link in index.md to perfomance_hardware.md
proofread, fix dead link, standardize NVIDIA capitalization

Thanks NVIDIA for the GPUs!
make build_docs.sh script work from anywhere
drop caffe presentation in favor of dropbox link
Include k40 images per day benchmark
add /etc/rc.local hint for boot configuration of gpus
strip confusing confusing comment about shuffling files
fix im2col height/width bound check bug (issue #284 identified by
@kmatzen)
Add hdf5 requirements to 10.9 notes, drop cmake (not linked)
format installation docs, add links
Drop Lena image in favor of a cute cat photo

Social progress.
rename doc deploy script for better tab completion
re-time imagenet example on k20, instead of my laptop
polished ignore
define AlexNet architecture

Swap order of lrn and max pooling layers to reflect Krizhevsky
architecture. Initialize biases to 0.1 where Krizhevsky had 1, as
training by initialization with 1 has flat loss.
Document AlexNet model, include download script
include pretrained snapshot and performance details
Merge pull request #327 from shelhamer/alexnet

Include Caffe model for Krizhevsky architecture (AlexNet)