Ben Chuanlong Du's Blog

It is never too late to learn.

Hardware for AI

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

TVM for deep learning is kind of like LLVM for programming languages.

Nvidia TensorRT

Embedded/Edge AI

Jetson Nano

Google Coral

Intel Neural Compute Stick 2

https://heartbeat.fritz.ai/edge-tpu-google-coral-usb-accelerator-cf0d79c7ec56 …

Tips on Google Colab

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

  1. The default user is the root user, so you can install software as needed.

  2. Google Colab notebook does not support terminal but it can be hacked to run JupyterLab.

  3. You can …

Tips on TPU

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

References

https://cloud.google.com/tpu/docs/tutorials/resnet-alpha-py

https://cloud.google.com/tpu/docs/tutorials

https://towardsdatascience.com/running-pytorch-on-tpu-a-bag-of-tricks-b6d0130bddd4