The Engine Room of Modern AI
From bare-metal GPU clusters to high-speed InfiniBand fabrics, NewMachine provides the physical and logical infrastructure that ML training pipelines depend on. We build what sits beneath the models — and we build it to never go down.
Infrastructure Services
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Bare-Metal GPU Clusters
Purpose-built GPU compute clusters featuring NVIDIA H100 and B200 nodes with liquid cooling, 400Gbps InfiniBand interconnect, and NVMe-oF di...
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High-Speed Training Fabric
A full-bisection InfiniBand network fabric optimized for NCCL all-reduce operations with deterministic sub-microsecond port-to-port latency....
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ML-Optimized Storage Platform
A distributed storage layer purpose-built for ML workloads: high-throughput parallel reads for data loading, low-latency checkpoint writes f...