WebDec 10, 2024 · Is it possible to clear optimizer weights in Keras in order to restart the optimizer as some recent papers have shown that this actually produces good results. Lets say Here's my model below. lstm_model = Sequential () lstm_model.add (embedding) lstm_model.add (Bidirectional (LSTM (lstm_size, return_sequences=True, … WebNote. DeepSpeed first included offloading capabilities with ZeRO-Offload, a system for offloading optimizer and gradient states to CPU memory within ZeRO-2.ZeRO-Infinity is the next generation of offloading capabilities, accessible to ZeRO-3. ZeRO-Infinity has all of the savings of ZeRO-Offload, plus is able to offload more the model weights and has more …
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