Abstract: Currently, GPUs face significant challenges due to limited off-chip bandwidth (BW) and memory capacity during DNN training. To address these bottlenecks, we propose a memory access-triggered ...

Abstract: Optical module faults are among the most serious threats to Internet Data Centers (IDCs), which are crucial to a company’s data processing and information storage operations. Consequently, ...

A lightweight Rust library for training GPT-style BPE tokenizers. The tiktoken library is excellent for inference but doesn't support training. The HuggingFace tokenizers library supports training but ...