LSTM network implemention on FPGA

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Sami Foery 2021-9-22

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评论： Donald Baltus 2022-9-5

Hi! I want to implement an LSTM network on an FPGA for predictive detection of defects. I saw that Deep Learning HDL Toolbox not supported lstmlayer and sequenceInputLayer. So my question is : There is a way to implement an LSTM network on FPGA and/or generate VHDL/Verilog code from it and that from Matlab ?

Thanks in advance!

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Donald Baltus 2021-9-22

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Hello Sami,

As you've observed, the Deep Learning HDL Toolbox does not currently support LSTM layers. Adding that support is on our roadmap but it does not exist today.

Furthermore, the Deep Learning HDL Toolbox does not currently support any layers including state. Without that capability, I don't believe it's possible to implement an LSTM network on an FPGA using the Deep Learning HDL Toolbox.

Please feel free to follow up if you have additional questions.

Regards,