DeepStream SDK
…For precise multi-camera tracking, DeepStream includes a new calibration tool that aligns multiple cameras to the deployment floor plan simultaneously. This reduces manual effort and ensures consistent, accurate results. Build End…
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Using NVFP4 Low-Precision Model Training for Higher Throughput Without Losing Accuracy | NVIDIA Technical Blog
…NVFP4 with proper calibration delivers competitive results despite aggressive compression : The following recipe is the empirical sweet spot: AdamW ϵ=1e-8, LR=6e-4 → 6e-6, GBS=768. Selective BF16 layers…
Removing the Guesswork from Disaggregated Serving | NVIDIA Technical Blog
…The collector toolchain benchmarks every primitive across supported quantization modes, batch sizes, sequence lengths, and GPU counts, and logs results to a silicon-calibrated performance database. When collected data isn’t available…