keroro824 / HashingDeepLearningLinks
Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"
☆1,096Updated 4 years ago
Alternatives and similar repositories for HashingDeepLearning
Users that are interested in HashingDeepLearning are comparing it to the libraries listed below
Sorting:
- ☆472Updated 3 years ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,608Updated last year
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,040Updated 2 years ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆714Updated 2 years ago
- A uniform interface to run deep learning models from multiple frameworks☆934Updated last year
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,030Updated last month
- nGraph has moved to OpenVINO☆1,348Updated 4 years ago
- PyTorch elastic training☆729Updated 2 years ago
- A performant and modular runtime for TensorFlow☆761Updated last month
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,441Updated last month
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,348Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆229Updated this week
- Reinforcement learning environments for compiler and program optimization tasks☆951Updated 7 months ago
- PlaidML is a framework for making deep learning work everywhere.☆4,584Updated last year
- PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code☆698Updated 2 years ago
- common in-memory tensor structure☆1,002Updated 3 weeks ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- TVM integration into PyTorch☆452Updated 5 years ago
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.☆477Updated 7 months ago
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,747Updated 4 years ago
- High-performance automatic differentiation of LLVM and MLIR.☆1,398Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆987Updated 8 months ago
- Version control for machine learning☆1,668Updated 3 months ago
- A domain specific language to express machine learning workloads.☆1,759Updated 2 years ago
- A Python toolbox for performing gradient-free optimization☆4,077Updated last week
- JAX-based neural network library☆3,041Updated last week
- Collective communications library with various primitives for multi-machine training.☆1,308Updated this week
- An Aspiring Drop-In Replacement for NumPy at Scale☆898Updated this week
- Python interface to GPU-powered libraries☆991Updated last year