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amplab
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SparkNet
Distributed Neural Networks for Spark
MIT License
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SPARKNET distrbuted CPU with caffe.
#50
mazene
closed
8 years ago
4
add forward/backward methods and featurizer app
#49
robertnishihara
closed
8 years ago
0
Deep feature extraction and deployment
#48
jrabary
closed
8 years ago
3
Out of Memory
#47
pribadihcr
closed
8 years ago
6
Multi GPU integration
#46
pcmoritz
closed
8 years ago
0
Roadmap
#45
pcmoritz
closed
8 years ago
0
Training googlenet from disk
#44
pcmoritz
closed
8 years ago
0
create nets in main and hold refs in WorkerStore
#43
robertnishihara
closed
8 years ago
0
add quick start instructions
#42
robertnishihara
closed
8 years ago
0
allow compilation of caffe without opencv
#41
robertnishihara
closed
8 years ago
0
add ec2-variables file for launching spark cluster
#40
robertnishihara
closed
8 years ago
0
script for launching ec2 cluster
#39
robertnishihara
closed
8 years ago
0
Make it possible to use multiple GPUs in one node as efficiently as possible
#38
pcmoritz
closed
8 years ago
1
support leveldb
#37
robertnishihara
closed
8 years ago
0
script to load imagenet from S3 into lmdb
#36
pcmoritz
closed
8 years ago
0
try tree reduce and change filenames
#35
robertnishihara
closed
8 years ago
0
integrate faster callback
#34
robertnishihara
closed
8 years ago
1
improve cifar instructions
#33
robertnishihara
closed
8 years ago
0
Callback performance improvements
#32
pcmoritz
closed
8 years ago
0
small fixes and logging
#31
robertnishihara
closed
8 years ago
0
first pass at cifar app
#30
robertnishihara
closed
8 years ago
0
Describe how to create an AMI
#29
pcmoritz
closed
8 years ago
0
updating dependencies
#28
robertnishihara
closed
8 years ago
0
link to paper
#27
robertnishihara
closed
8 years ago
0
updates to documentation
#26
robertnishihara
closed
8 years ago
0
first pass at documentation
#25
robertnishihara
closed
8 years ago
0
first version of ImageNetApp
#24
robertnishihara
closed
8 years ago
0
TRAIN and TEST for data layers
#23
pcmoritz
closed
8 years ago
0
make ScaleAndConvert work with ByteNDArray
#22
robertnishihara
closed
8 years ago
0
First version of CifarApp and TRAIN/TEST data layers
#21
pcmoritz
closed
8 years ago
0
compute mean of images, remove old ImageNetApp
#20
robertnishihara
closed
8 years ago
0
update Net and MinibatchSampler to use ByteNDArrays, misc optimizations
#19
robertnishihara
closed
8 years ago
1
rename net -> state in CaffeNet
#18
robertnishihara
closed
8 years ago
0
adding WeightCollectionSpec
#17
robertnishihara
closed
8 years ago
0
add ByteNDArray class and add getBuffer method to both NDArray classes
#16
robertnishihara
closed
8 years ago
0
new CaffeNet object
#15
pcmoritz
closed
8 years ago
0
Prototxt network loading
#14
pcmoritz
closed
8 years ago
0
adding net API
#13
robertnishihara
closed
8 years ago
0
decompress jpgs more efficiently
#12
robertnishihara
closed
8 years ago
0
comment out testing in caffe training and add MinibatchSampler
#11
robertnishihara
closed
8 years ago
0
adding MinibatchSampler
#10
robertnishihara
closed
8 years ago
0
comment out testing in caffe training
#9
robertnishihara
closed
8 years ago
0
alexnet java layer prototxt files
#8
robertnishihara
closed
8 years ago
0
replace tabs with spaces
#7
robertnishihara
closed
8 years ago
0
make directory structure more sensible
#6
robertnishihara
closed
8 years ago
0
preprocessing imagenet and constructing RDDs of NDArrays
#5
pcmoritz
closed
8 years ago
0
Add code to load ImageNet from S3 and add CaffeLibrary
#4
pcmoritz
closed
8 years ago
0
add cifar loader
#3
pcmoritz
closed
8 years ago
0
add NDArray class
#2
robertnishihara
closed
8 years ago
1
Add JavaDataLayer to Caffe
#1
pcmoritz
closed
8 years ago
0
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