nos
GPU optimizer
A module to optimize GPU utilization in Kubernetes clusters through dynamic partitioning and elastic resource management.
Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest!
630 stars
13 watching
36 forks
Language: Go
last commit: 7 months ago
Linked from 3 awesome lists
gpukubernetesoptimization
ethicalml/awesome-production-machine-learning
kelvins/awesome-mlops
tomhuang12/awesome-k8s-resourcesRelated projects:
| Repository | Description | Stars |
|---|---|---|
 containers-ai/alameda | An AI-powered system that analyzes and predicts resource usage in Kubernetes clusters to optimize dynamic scaling and scheduling of containers. | 11 |
 bje-/nemo | A tool for optimizing and simulating renewable energy portfolios in electricity markets | 43 |
 kerneltuner/kernel_tuner | Automates the process of optimizing performance and energy efficiency in GPU applications. | 287 |
 gpleiss/efficient_densenet_pytorch | An implementation of DenseNets optimized to save GPU memory by using checkpointing | 1,521 |
 mlpack/ensmallen | A high-quality C++ library for non-linear numerical optimization | 743 |
 claesenm/optunity | A collection of algorithms for hyperparameter optimization in machine learning models | 416 |
 bear-metal/tunemygc | An optimization tool for Ruby's garbage collector to improve performance and memory usage in large applications | 346 |
 gpuopen-tools/radeon_gpu_profiler | A low-level profiling tool for analyzing GPU workloads and optimizing DirectX 12 and Vulkan games on AMD GPUs. | 393 |
 nvidia/tensorflow | An optimized version of TensorFlow to support newer hardware and libraries for NVIDIA GPU users | 996 |
 neka-nat/cupoch | A C++ library for rapid 3D data processing and robotics computation using GPU computing. | 920 |
 calebwin/emu | A library for portable, modular, and performant GPU compute programming in Rust. | 1,596 |
 sei-international/nemomod.jl | A high-performance energy system optimization modeling tool developed in Julia with capabilities for cost optimization and emissions modeling | 39 |
 mapillary/inplace_abn | An optimization technique to reduce memory usage in deep neural networks during training | 1,321 |
 nulastudio/netbeauty2 | Tool to optimize and refactor .NET Framework and Core applications by moving runtime components into a sub-directory | 425 |
 datacanvasio/hypergbm | An AutoML toolkit designed to automate the entire machine learning process pipeline for tabular data | 337 |