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SIGMA-CarrySaveFAN

CSA reduction based microarchitecture modification of the Forward-Adder-Network in the SIGMA DNN Accelerator that supports multi-vector, multi-operand addition within the same adder instantiation for sparse and irregular GEMM workloads.

TODO:

  • testbench(es)
  • readme detailed report
  • link sigma arxiv (and paper citation)
  • CarrySaveFAN arch diag
  • RedTreeFAN arch diag
  • Detailed README -- tradeoffs/caveats
  • Signed Integer Support
  • Reverse 3:2 compressors
  • FP32 support
  • CMake/Verilator environment setup
  • Sparsity support (gating?)
  • SIGMA integration
  • Benchmark/synth analysis sweep over N and Ws

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CSA reduction based microarchitecture modification of the FAN in the SIGMA DNN Accelerator

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