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Google Colab Demo

2018-11-12
CLH

Google Colab Demo

About: Google Colab, Google’s free cloud service for AI developers. With Colab, you can develop deep learning applications on the GPU for free.

Colab info

import tensorflow as tf
import keras as ks
from tensorflow.python.client import device_lib
print('TensorFlow version:',tf.__version__)
print('TensorFlow path:',tf.__file__)
print('keras version:',ks.__version__)
print('keras path:',ks.__file__)
print
#!ls ../../
#!cat /proc/cpuinfo
#!cat /proc/meminfo
print('--------------meminfo---------------------')
!free -mh
print('------------------------------------------')
print('--------------disinfo---------------------')
!df -lh
print('------------------------------------------')
#!uname -a
print('--------------sysinfo---------------------')
!lsb_release -a
print('------------------------------------------')

print('--------------GPUinfo---------------------')
!nvidia-smi
device_lib.list_local_devices()
print('------------------------------------------')

print('--------Is GPU Working?-------------------')
print(tf.test.is_gpu_available(cuda_only=False,min_cuda_compute_capability=None))
print(tf.test.gpu_device_name())
print('------------------------------------------')       

neofetch info

#ipython
!apt-get install neofetch
neofetch          

Result:

Ref

[1] Google Colab Free GPU Tutorial
[2] Training and serving a realtime mobile object detector in 30 minutes with Cloud TPUs
[3] Google Colab 免费GPU服务器使用教程
[4] code


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