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Unlocking FP/BF16 issue rate on RTX 3090 with gpu-unlock: what to measure before deciding
According to the post, the gpu-unlock project raised measured PyTorch throughput on an RTX 3090 from 75T to 135T, with a 360 W limit. The repository describes unlocking the FP/BF16 issue rate up to the level of professional cards.
- 17 days ago github.com
Booth: a compiler for multiple architectures
Booth is an open-source compiler for CUDA, Triton, and HIP, with support for different GPU and CPU architectures. Here is how a company can assess this compatibility in its computing environments.
- 17 days ago github.com
Penny: GPU communication in an open-source library
The Penny repository, published on October 26, 2025, presents a hand-crafted GPU communication library that is open to the community. Companies can assess its fit through controlled testing.
- 17 days ago github.com
pyptx brings PTX kernels to Python workflows with JAX and PyTorch
Published on April 25, 2026, the pyptx repository presents a Python DSL for NVIDIA PTX kernels, with Hopper and Blackwell support and examples of accelerated computing operations.
- 18 days ago github.com
auto-gpu-kernel 1.0 repository generates GPU kernels and harnesses
Published on September 15, 2026, the repository presents a system that evolves GPU kernels and harnesses and won the DSA category of an MLSys 2026 FlashInfer contest.
- 18 days ago github.com
Symmetric memory may optimize GPU communication
A Machine Learning Engineering Open Book post, published on October 5, 2026, discusses symmetric memory in NCCL and PyTorch and its potential for small and medium payloads and overlapping communication with computation.
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