feifeibear / PSTensor
PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.
☆10Updated 3 years ago
Alternatives and similar repositories for PSTensor:
Users that are interested in PSTensor are comparing it to the libraries listed below
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 3 years ago
- ☆44Updated last year
- ☆9Updated last year
- ☆72Updated 3 years ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 8 months ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆64Updated 3 years ago
- ☆11Updated 3 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated last year
- An Attention Superoptimizer☆21Updated 2 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆21Updated last month
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆119Updated 2 years ago
- ☆19Updated 6 months ago
- High performance NCCL plugin for Bagua.☆15Updated 3 years ago
- ☆26Updated 3 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- System for automated integration of deep learning backends.☆48Updated 2 years ago
- Distributed DataLoader For Pytorch Based On Ray☆24Updated 3 years ago
- Benchmark PyTorch Custom Operators☆14Updated last year
- ☆23Updated 4 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆62Updated 3 weeks ago
- Machine Learning System☆14Updated 4 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 7 months ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- Quantized Attention on GPU☆45Updated 4 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆66Updated 9 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆130Updated 3 years ago
- DeeperGEMM: crazy optimized version☆61Updated last week
- ☆88Updated 6 months ago