1. Workload & Hardware
Interconnect: NVLink 900 GB/s bidirectional per GPU active.
2. CUDA-X Accelerated Pipeline
Validated
3. Latency Waterfall Timeline
Total: -- ms
4. Real-time Telemetry
End-to-End Latency
-- ms
vs CPU: -- ms
Speedup Factor
--x
Accelerated Gain
Mem Bandwidth Util
-- %
-- TB/s peak
Interconnect Overhead
-- %
NCCL Ring Saturation
# Initializing CUDA-X Context...
Optimization Tip: Tensor Cores enabled with automatic kernel fusion.