Deploy inference with a single YAML. We support all popular ML Frameworks: TensorFlow, PyTorch, SKLearn, TensorRt, ONNX as well as custom serving implementations. Optimized for NLP with streaming responses and context aware load-balancing.
We build our distributed training clusters with a rail-optimized design using NVIDIA Quantum InfiniBand networking and in-network collections using NVIDIA SHARP to deliver the highest distributed training performance possible.
Leverage container auto-scaling in render managers - like Deadline - to go from a stand-still to rendering a full VFX pipeline in seconds.
Leverage powerful Kubernetes native workflow orchestration tools like Argo Workflows to run and manage the lifecycle of parallel processing pipelines for VFX rendering, health sciences simulations, financial analytics and more.