2017年8月7日月曜日

Machine learning self-made machine starting with low budget

◼️Hardware
GPU: 1050Ti ( CUDA core:678 , Memory : 4GB, Compute Capability : 6.1 )
PCI Express 3.0

◼️Software
(1) Ubuntu 16.04 install
(2) GPU Check
$ lspci | grep NVIDIA
(3) CUDA install
https://developer.nvidia.com/cuda-downloads
$ nvidia-smi
(4) cuDNN Install
https://developer.nvidia.com/rdp/cudnn-download
cuDNN v5.1 Runtime Lirary for Ubuntu 14.04(Deb)
(5) TensorFlow Install
$ pip install tensorflow-gpu
$ pip install keras
$ pip install h5py

fd-find

 $ sudo apt install fd-find $ fdfind 石