…Beginning his career as a licensed civil engineer, Michael pivoted from transportation infrastructure project management and operations to owning NVIDIA’s global core computer vision product marketing strategy, as well as product…
…Demand forecasts by product, region, and time period. Production capacity and unit costs across facilities. Inventory holding costs and storage limits. Transportation costs and lead times. Business constraints such as service-level…
…Compilation tooling AutoDeploy integrates with common off-the-shelf tooling for compiling and lowering the model further, such as torch.compile , integration with CUDA Graphs for fixed batch-size decode-only batches…
…It seamlessly integrates into NVIDIA Cloud Provider (NCP) and independent software vendor (ISV) environments with secure, multi-tenant isolation inherited from the underlying infrastructure. How NVIDIA Cloud Functions Works NVIDIA Cloud Functions…
…BitNet integration in NVIDIA Megatron Core allows ternary (1.58-bit) quantized weight training for Falcon Edge models, implemented via BitNetColumnParallelLinear and BitNetRowParallelLinear layers using Triton kernels, maintaining tensor and pipeline parallelism…
…How to integrate TensorRT with Dynamo-Triton Optimizing a model is only half the battle. In production, you need to handle concurrent requests, manage model versions, balance load across GPUs, and maintain…
…Define your workflow, run baseline evals, apply fixes, measure impact, and repeat until your agent hits production-grade accuracy. Streamline Agent Optimization Automatically tune agents with the Agent Hyperparameter Optimizer, which selects…
…Learn more AI integration is redefining mainstream enterprise applications, from productivity software like Microsoft Office to more complex design and engineering tools. This shift requires the modern data center to move beyond…
…PyTorch Lightning client The Lightning integration keeps the same The Lightning integration keeps the same intent—receive global model, train, send updates—but exposes it in a Lightning-friendly way: import the…
…Atomic Precision at Production Scale Learn how the NVIDIA cuEST library brings atomic‑level quantum chemistry simulations to production scale, empowering semiconductor innovators like Applied Materials, Samsung, Synopsys, and TSMC to accelerate…