Tracked topic
…Brevitas Brevitas is a PyTorch library enabling flexible neural network quantization, supporting both post-training (PTQ) and quantization-aware training (QAT). Chakra Chakra is an open, portable benchmarking and co-design ecosystem…
…This project uses the 4th generation Intel® Xeon® Scalable processor with Intel® Extension for PyTorch* to optimize an AI 3D medical visualization solution based on segmentation. In recent years, with the continuous…
…This includes the joint tuning of open source components, such as Facebook GEneral Matrix Multiplication (FBGEMM) and PyTorch, exploiting Arm’s vector extensions and performance libraries, producing measurable gains in inference efficiency…
…Two recent examples include AMD’s work with the PyTorch Foundation and Hugging Face. Earlier this year, PyTorch, the popular AI framework, launched its 2.0 stable version, representing a significant step…
Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate
Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate
Show HN: We built an LLM inference engine in pure Python – no PyTorch, no Triton
Hi HN,I'm Danilo. I've been struggling with the limitations of AdamW when fine-tuning LLMs locally. Second-order optimizers (like Shampoo or SOAP) offer significantly better step-convergence by exploiting Kronecker-facto…
I ported Microsoft's TRELLIS.2 (4B parameter image-to-3D model) to run on Apple Silicon via PyTorch MPS. The original requires CUDA with flash_attn, nvdiffrast, and custom sparse convolution kernels: none of which work …
…Is the baseline in section Isolated RMSNorm benchmark (Pytorch baseline) using torch.compile() or not? Custom kernels should be ideally beating torch.compiled code.
…Including non-PyTorch memory, this process has 14.54 GiB memory in use. Of the allocated memory 14.40 GiB is allocated by PyTorch, and 15.19 MiB is reserved by PyTorch…
Ecosystem Developer Resources By "Video analytics workloads use oneAPI-powered components such as Intel® Video Processing Library (Intel® VPL), Intel® oneAPI Data Analytics Library (oneDAL), Python* and PyTorch* distributions, and Intel® Extension…
…https://www.linkedin.com/posts/dr-mm-alam-93991120b_demofirst-aichips-edgeai-activity-7381674484098883584-0Rwn/?utm_source=share&utm_medium=member_desktop&rcm=ACoAADVZuP0BheDJgKL8dWk-bNo7Yd4zhsOnNL4 PyTorch now natively supports Flash Attention. I…
…Users can access popular applications for image generation and local LLMs, as well as new support for PyTorch on Windows, making it easier than ever to explore AI development directly on their…
…Training benchmarks. The results are organized by the following: AI Inference : vLLM, xDiT AI Training : pyTorch, Megatron-LM, and JAX MaxText The hardware platforms include Instinct MI355X/MI325X/MI300X GPUs , with benchmark…
