This week (23rd Oct '24), Azure OpenAI Global Batch reached General Availability. This allows for high-volume, asynchronous processing at 50% less cost than global standard. A few days before GA, ...

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Abstract: This paper presents a novel approach for implementing two-quadrant Multiply-Accumulate (MAC) operations entirely in the analog domain, eliminating the need for dedicated storage of negative ...

Abstract: In multi-bit analog compute in-memory (CIM) architecture, inadequate signal margin (SM) between two consecutive multiplication and accumulate voltages is a major problem for robust MAC ...