Model fail to converge when switching the optimizer from SGD to Adam

putshua / ANN_SNN_QCFS

Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"

19 stars 5 forks source link

Model fail to converge when switching the optimizer from SGD to Adam #8

Closed CLL112 closed 4 months ago

CLL112 commented 5 months ago

Thank you for your work! I've noticed that after switching the optimizer from SGD to Adam, the model doesn't converge, and the accuracy remains at 10%. Is it possible that this algorithm is only compatible with the SGD optimizer? I'm looking forward to your response！