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cs.AR2026
DTX: A Throughput-First Training Accelerator for Diffusion and Transformer Models
Shashank
DTX is a throughput-first training accelerator for diffusion and transformer models. Any summation serialized through a single FP32 adder is a loop-carried dependence that pins a m…
cs.AR2026
Transformer Accelerator (TFA): A Macro-Op INT8 Hardware Chip for Transformer Inference and Machine Translation
Shashank
We present the Transformer Accelerator (TFA), a synthesizable, parameterizable INT8 memory-to-memory engine for transformer inference. One time-multiplexed datapath handles prompt…