feifeibear / LLMRooflineLinks
Compare different hardware platforms via the Roofline Model for LLM inference tasks.
☆115Updated last year
Alternatives and similar repositories for LLMRoofline
Users that are interested in LLMRoofline are comparing it to the libraries listed below
Sorting:
- ☆147Updated 7 months ago
- ☆95Updated 6 months ago
- ☆98Updated last year
- ☆42Updated last year
- ☆129Updated 9 months ago
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆111Updated 4 months ago
- A lightweight design for computation-communication overlap.☆177Updated 2 weeks ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆66Updated this week
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆65Updated last year
- ☆78Updated 5 months ago
- High performance Transformer implementation in C++.☆134Updated 8 months ago
- Fast and memory-efficient exact attention☆95Updated this week
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆130Updated 2 weeks ago
- ☆88Updated last week
- ☆150Updated 8 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆72Updated 3 months ago
- ☆106Updated 4 months ago
- ☆64Updated 5 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆118Updated 4 months ago
- Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM☆63Updated last month
- Stateful LLM Serving☆85Updated 6 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆221Updated 2 years ago
- ATC23 AE☆47Updated 2 years ago
- ☆141Updated last year
- Triton adapter for Ascend. Mirror of https://gitee.com/ascend/triton-ascend☆75Updated last week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆108Updated 2 months ago
- AI Accelerator Benchmark focuses on evaluating AI Accelerators from a practical production perspective, including the ease of use and ver…☆266Updated last month
- Tile-based language built for AI computation across all scales☆61Updated this week
- An easy-to-use package for implementing SmoothQuant for LLMs☆106Updated 5 months ago
- DeepSeek-V3/R1 inference performance simulator☆170Updated 6 months ago