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compiler-optimization

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Blueprint for a decentralized, fault-tolerant Surface Code infrastructure leveraging branchless C99 ancilla-syndrome registers, zero-copy C++ binders, and JAX/XLA gradient isolation gates to bypass classical decoding latency walls.

  • Updated Jul 14, 2026
  • Python

A humble exploratory PoC for a hardware-native, optical timing-frozen control plane engine. Fuses inline CUDA PTX, RAII memory tunnels, and 4D JAX shard_map structures to investigate 0ns-overhead fault-tolerant routing for hyperscale distributed AI.

  • Updated Aug 9, 2026
  • Python

A custom first-order deep learning optimizer combining Stochastic Variance Reduced Gradient (SVRG) methods with adaptive coordinate-wise momentum. Built from scratch in PyTorch and JAX to accelerate convergence and reduce stochastic gradient noise in highly volatile non-convex landscapes. Optimized for low signal-to-noise ratio datasets.

  • Updated Oct 12, 2026
  • Python

A distributed hardware-software co-design fabric for MoE models (DeepSeek-V3, Mixtral) that eradicates NCCL All-to-All communication stalls via distributed RoCEv2 RDMA virtual address MUX and JAX/XLA SPMD sharding.

  • Updated Aug 9, 2026
  • Python

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