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Here is an example of deploying a basic ML application to an ICE40 using a custom Keras to NN generator https://github.com/edge-analytics/fpga-sleep-tracker htt
by rbkettlewell 5y ago
Here is an example of deploying a basic ML application to an ICE40 using a custom Keras to NN generator https://github.com/edge-analytics/fpga-sleep-tracker https://github.com/edge-analytics/fpga-sleep-tracker
So it definitely can be done with some careful attention to the limited number of multipliers on the device. I’ll be curious to check out how Tensil does in terms of mapping with highly resource constrained FPGAs. Regardless, Tensil looks like a very cool tool.
- tdba 5y agoWow, awesome project! This is exactly the kind of thing we had in mind when we built Tensil. I'd be very curious to hear what happens if you make a v2 perhaps using Tensil for comparison.