Capability
Perf Analyzer For Load Testing And Latency Throughput Measurement
12 artifacts provide this capability.
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1
Triton Inference ServerPlatform43/100
via “perf analyzer for load testing and latency measurement”
NVIDIA inference server — multi-framework, dynamic batching, model ensembles, GPU-optimized.
Unique: Generates synthetic load against running inference servers with configurable concurrency patterns, measuring end-to-end latency including network overhead. Produces detailed latency distributions and performance curves.
vs others: Integrated load testing tool differs from generic load generators, with inference-specific metrics (batch sizes, model-aware requests) and latency measurement.