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Mixed-mode autodiff for RTRL #59

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jeshraghian opened this issue Jul 26, 2021 · 2 comments
Open

Mixed-mode autodiff for RTRL #59

jeshraghian opened this issue Jul 26, 2021 · 2 comments
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enhancement New feature or request

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@jeshraghian
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  • Implement forward-mode AD for temporal connections; reverse-mode AD for layer connections
  • Update at each time step
  • Approximate BPTT without having to store any historical gradients
@jeshraghian jeshraghian added the enhancement New feature or request label Jul 26, 2021
@jeshraghian jeshraghian self-assigned this Jul 26, 2021
@saiftyfirst
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Willing to work on this. Could you give some more details please ?

@ahenkes1
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