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Many companies designed or designing their own chips. The most prominent example is Google TPU.

There will be another articles in this series on FPGAs, ASICs and so on.

Eagerly waiting for the one on FPGA’s and ASIC’s

The original plan was this:

Thanks for this.

There was also a PDF published by some university on Hardware required on DL operations. Must be somewhere in my submitted posts here

Awesome! Looking forward to it.