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Monitoring

Performance Monitoring​

python

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# Model metrics
model.getMetrics()
# Server statistics
server.getStats()
# GPU utilization
gpu.getUtilization()

Monitoring Tools​

  • DeepSpeech Dashboard

  • TensorBoard Integration

  • System Monitor

Key Metrics​

  • Recognition accuracy

  • Inference latency

  • GPU memory usage

  • CPU utilization

  • Audio queue length