[PYTHON] Learn with Shogi AI Deep Learning on Mac and Google Colab Use Google Colab

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Get Google Colab ready for use

Local side

Make sure Google Drive and local are in sync. Google backup and sync.app image.png

Google Colab side

Mount the drive

image.png

Enable GPU

image.png image.png

Install chainer

Install chainer. Just in case, make sure that the GPU is enabled. image.png

Install python-shogi and pydlshogi

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You are now ready to use Google Colab.

Use Google Colab

Local side

All editing of .py files is done locally.

Colab side

It is necessary to reflect the edits made on the local side. To make it take effect, restart the runtime. image.png

Learning execution

The image is the image at the time of learning in Chapter 7. image.png You may need to install pydlshogi every time (every runtime reboot?). python-shogi may need to be installed occasionally (?).

Experiment

CPU vs GPU Compare the learning speeds of CPU and GPU.

result GPU is 25 times faster

The learning of the evaluation interval 100 described in Chapter 7 was carried out, and the average time of one evaluation interval was measured.

CPU (iMac 3.1GHz 6-core 10th generation Intel Core i5 processor) 100 seconds on average image.png GPU（Colab） 4 seconds on average image.png

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