format installation docs, add links
Add hdf5 requirements to 10.9 notes, drop cmake (not linked)
fix im2col height/width bound check bug (issue #284 identified by @kmatzen)
strip confusing confusing comment about shuffling files
add /etc/rc.local hint for boot configuration of gpus
Include k40 images per day benchmark
drop caffe presentation in favor of dropbox link
make build_docs.sh script work from anywhere
proofread, fix dead link, standardize NVIDIA capitalization
Added Link in index.md to perfomance_hardware.md
Added Performance and Hardware Tips
imagenet fix: ilvsrc -> ilsvrc
name: "CaffeNet"
layers {
- layer {
- name: "data"
- type: "data"
+ name: "data"
+ type: DATA
+ top: "data"
+ top: "label"
+ data_param {
- source: "ilvsrc12_train_leveldb"
+ source: "ilsvrc12_train_leveldb"
- meanfile: "../../data/ilsvrc12/imagenet_mean.binaryproto"
- batchsize: 256
- cropsize: 227
+ mean_file: "../../data/ilsvrc12/imagenet_mean.binaryproto"
+ batch_size: 256
+ crop_size: 227
mirror: true
}
- top: "data"
- top: "label"
}
layers {
- layer {
- name: "conv1"
- type: "conv"
+ name: "conv1"
+ type: CONVOLUTION
+ bottom: "data"
+ top: "conv1"
+ blobs_lr: 1
+ blobs_lr: 2
+ weight_decay: 1
+ weight_decay: 0
+ convolution_param {
num_output: 96
- kernelsize: 11
+ kernel_size: 11
stride: 4
weight_filler {
type: "gaussian"
name: "CaffeNet"
layers {
- layer {
- name: "data"
- type: "data"
+ name: "data"
+ type: DATA
+ top: "data"
+ top: "label"
+ data_param {
- source: "ilvsrc12_val_leveldb"
+ source: "ilsvrc12_val_leveldb"
- meanfile: "../../data/ilsvrc12/imagenet_mean.binaryproto"
- batchsize: 50
- cropsize: 227
+ mean_file: "../../data/ilsvrc12/imagenet_mean.binaryproto"
+ batch_size: 50
+ crop_size: 227
mirror: false
}
- top: "data"
- top: "label"
}
layers {
- layer {
- name: "conv1"
- type: "conv"
+ name: "conv1"
+ type: CONVOLUTION
+ bottom: "data"
+ top: "conv1"
+ convolution_param {
num_output: 96
- kernelsize: 11
+ kernel_size: 11
stride: 4
}
- bottom: "data"
- top: "conv1"
}
layers {
- layer {
- name: "relu1"
- type: "relu"
- }
+ name: "relu1"
+ type: RELU
bottom: "conv1"
top: "conv1"
}