Denvr Dataworks. High Performance Cloud. Denvr’s High Performance Cloud services are designed for AI/ML, Deep Learning, GPU Accelerated Data Science and related applications, with seamless support for hybrid cloud scenarios. High Performance Cloud The Denvr Platform is built exclusively on advanced NVIDIA GPUs (A100 MIG) and backed with NVMe storage and Mellanox InfiniBand 100G+ networking. Clients workloads execute on Managed CNCF Kubernetes, VM instances, or pre-built application services. Denvr integrates seamlessly with DevOps pipelines and APIs in private-cloud, hybrid-cloud, and edge computing settings. Clean Technology Data Centers Our data centers run industry leading Power Usage Effectiveness (PUE) ratings, far better than air cooled data centers. We are clean technology leaders and we develop practical solutions that have real-world impact working with today's infrastructure. Supercharged Stacks | All Major Frameworks and Drivers Simplify your ML jobs. Denvr VM stacks come with all major ML frameworks and toolsets preinstalled. Tools such as PyTorch, TensorFlow, Scikit-learn, Keras, Caffe, including major deep learning frameworks Apache MXNet and NVIDIA Cuda (cuDNN). What ever your preference, we likely support it. The Convergence of HPC and the Cloud The next revolution in research computing is cloud transformation. Denvr Batch is based on Slurm Workload Manager and runs on client dedicated bare-metal or virtual machine instances. Jobs are fault-tolerant and can be configured with user resource limits or for elastic bursting to scale out compute nodes. Data Center-Scale Performance By leveraging GPU-powered parallel processing, users can run advanced, large-scale application programs efficiently, reliably, and quickly. Denvr uses all-InfiniBand clusters to provide scalability across multiple compute nodes.