Deep learning with 4028GR-TXR (AlexNet)

dhenzjhen

Member
Sep 14, 2016
38
55
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San Jose, California
Deep learning for fun and new *opportunities :)

Supermicro 4028GR-TXR system
Intel E5 2698 V4 x 2
Samsung 16GB 2400 x 24
Nvidia P100-SXM2 GPU x 8
BIOS 3/22/17
IPMI 3.52
Software stack: Centos 7.2 x64, Nvidia driver 375.20, Cuda_8.0.44, Caffe(AlexNet/GoogleNet), Nccl
Glog, Lmdb, Hdf5, Cudnn-8.0, Gflags, Python and Leveldb


All results are based on Alex Krishesky's published papers.

References:
NVIDIA Caffe · NVIDIA/nvidia-docker Wiki · GitHub
How to Download and Install Caffe on NVIDIA GPUs
Model Zoo · BVLC/caffe Wiki · GitHub
Caffe | Model Zoo
Caffe | ImageNet tutorial
 

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dhenzjhen

Member
Sep 14, 2016
38
55
18
San Jose, California
Yessir no prob, but if you want to start asap there's a Nvidia caffe link on the reference you can follow.

PS. I know KJ by the way :)


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Patrick

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Dec 21, 2010
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Just woke up. 4:30AM Taipei time.

@dhenzjhen - next week item. I also edited KJ's name to initials.