lipovsek
Interested in research and engineering challenges in large scale and efficient ML. https://www.linkedin.com/in/uroslipovsek
AWSLondon, UK
Pinned Repositories
accelerate
A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
alpa
Auto parallelization for large-scale neural networks
autoscaler
Autoscaling components for Kubernetes
avalanche
Avalanche: an End-to-End Library for Continual Learning.
awesome-efficient-gnn
Efficient Graph Neural Networks - a curated list of papers and projects
batch-processing
deepkube
K8s operator for deep learning geared towards ZeRO algorithms.
jetson_prometheus_exporter
Prometheus exporter for Jetson Tegrastats
dockprom
Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager
lipovsek's Repositories
lipovsek/accelerate
A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
lipovsek/aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
lipovsek/autoscaler
Autoscaling components for Kubernetes
lipovsek/avalanche
Avalanche: an End-to-End Library for Continual Learning.
lipovsek/awesome-prometheus-alerts
🚨 Collection of Prometheus alerting rules
lipovsek/bagua
Bagua Speeds up PyTorch
lipovsek/CompilerGym
A reinforcement learning toolkit for compiler optimizations
lipovsek/copilot.vim
Neovim plugin for GitHub Copilot
lipovsek/DeepSpeed-MII
lipovsek/gatekeeper-library
The OPA Gatekeeper policy library.
lipovsek/gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
lipovsek/gpu-operator
NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
lipovsek/kineto
A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
lipovsek/lightning-flash
Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.
lipovsek/mpi-operator
Kubernetes Operator for Allreduce-style Distributed Training
lipovsek/optimum
lipovsek/pypiserver
Minimal PyPI server for uploading & downloading packages with pip/easy_install
lipovsek/satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
lipovsek/terraform-aws-eks-blueprints
Configure and deploy complete EKS clusters.
lipovsek/TFServingCache
Distributed model cache for TF Serving
lipovsek/Torch-Pruning
Pruning channels for model acceleration
lipovsek/torchscale
Transformers at any scale
lipovsek/alphafold
Open source code for AlphaFold.
lipovsek/Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
lipovsek/bitsandbytes
8-bit CUDA functions for PyTorch
lipovsek/FlowMeter
⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐
lipovsek/impact
ML has an impact on the climate. But not all models are born equal. Compute your model's emissions with our calculator and add the results to your paper with our generated latex template
lipovsek/Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
lipovsek/terraform-aws-batch
Terraform module which creates AWS Batch resources 🇺🇦
lipovsek/vim_codex