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Features:
- Added Adagrad (without grad clipping) as 32-bit and 8-bit block-wise optimizer
+ - Added AdamW (copy of Adam with weight decay init 1e-2)
+
+Bug fixes:
+ - Fixed a bug where weight decay was incorrectly applied to 32-bit Adam