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Benchmark Guide

Learn how to run comprehensive GPU benchmarks with Visent Forge, from basic performance tests to advanced multi-GPU configurations. This guide covers benchmark selection, configuration, execution, and results interpretation. Designed for both quick performance checks and detailed analysis for optimization and hardware validation.

Getting Started

Coming soon - initial setup and first benchmark execution.

Benchmark Categories

Machine Learning Benchmarks

# Run ML training benchmark
visent forge benchmark ml-training \
  --model resnet50 \
  --batch-size 32 \
  --iterations 100

# Run inference benchmark
visent forge benchmark ml-inference \
  --model bert-large \
  --input-size 512

Scientific Computing

Coming soon - HPC and scientific workload benchmarks.

Graphics and Rendering

Coming soon - graphics performance and rendering benchmarks.

Memory and Storage

Coming soon - memory bandwidth and storage I/O tests.

Configuration Options

Basic Configuration

Coming soon - standard benchmark configuration options.

Advanced Settings

Coming soon - advanced configuration for specialized testing.

Multi-GPU Testing

Coming soon - benchmarking across multiple GPUs and nodes.

Running Benchmarks

Coming soon - step-by-step execution guide with examples.

Results Interpretation

Coming soon - understanding benchmark results and performance metrics.

Best Practices

Coming soon - recommended practices for accurate and reproducible benchmarks.

Troubleshooting

Coming soon - common benchmark issues and solutions.

Next Steps