Ada2MS is a new optimizer that exponentially mixes elementwise and global second-moment estimates to interpolate between AdamW and momentum-SGD behaviors and reports competitive results on visual tasks under a unified protocol.
Ramezani-Kebrya, K
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Ada2MS: A Hybrid Optimization Algorithm Based on Exponential Mixing of Elementwise and Global Second-Moment Estimates
Ada2MS is a new optimizer that exponentially mixes elementwise and global second-moment estimates to interpolate between AdamW and momentum-SGD behaviors and reports competitive results on visual tasks under a unified protocol.