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feat: add fused CUDA Adam kernel with benchmark and tests #7

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fix: remove dead warp-reduce code causing register spill in quant path

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feat: add fused CUDA Adam kernel with benchmark and tests #7

fix: remove dead warp-reduce code causing register spill in quant path
829e67f
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