Forget Python Or Java: What You’re Speaking Is Code

Scripting languages like Python and JavaScript quickly gained popularity and pushed further toward human readability. They ...
IEEE

Precision Unwound: Fine-Tuning Loop Unrolling for Energy-Efficient FPGA-Based PQC Using HLS

Abstract: High-Level Synthesis (HLS) is a valuable tool for designing hardware accelerators for post-quantum cryptography (PQC). However, while mapping high-level code to hardware, the quality of the ...
IEEE

VLA-TAGE: A Power-Efficient Branch Predictor With Vector-Loop Awareness

Abstract: Data-parallel workloads, such as machine learning, computer vision, and data analytics, increasingly run on mobile SoCs (System on Chip) with SIMD (Single Instruction, Multiple Data) engines ...
GitHub

Efficient, Python-native MoE training in ~10K lines of code.

Existing MoE training frameworks force a trade-off: production systems offer full-featured, optimized training but carry 100K+ lines of code with heavy C++/CUDA dependencies; lightweight alternatives ...