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Introduction

  • What is Federated Learning?
  • NVIDIA FLARE Overview
  • Installation
  • Quickstart
  • Getting Started
  • What’s New

Guides

  • Example Applications
  • Real-World Federated Learning
  • User Guide
  • Programming Guide
  • Programming Best Practices

Miscellaneous

  • Frequently Asked Questions
  • Publications and Talks
  • Contributing
  • API
    • nvflare package
      • Subpackages
        • nvflare.apis package
        • nvflare.app_common package
        • nvflare.app_opt package
        • nvflare.client package
        • nvflare.dashboard package
        • nvflare.edge package
        • nvflare.fuel package
        • nvflare.fuel_opt package
        • nvflare.ha package
        • nvflare.job_config package
        • nvflare.lighter package
        • nvflare.metrics package
          • Submodules
            • nvflare.metrics.job_metrics_collector module
            • nvflare.metrics.metrics_collector module
            • nvflare.metrics.metrics_keys module
            • nvflare.metrics.metrics_publisher module
            • nvflare.metrics.remote_metrics_receiver module
            • nvflare.metrics.system_metrics_collector module
          • Module contents
        • nvflare.private package
        • nvflare.security package
        • nvflare.tool package
        • nvflare.utils package
        • nvflare.widgets package
      • Submodules
      • Module contents
  • Glossary
NVIDIA FLARE
  • nvflare
  • nvflare package
  • nvflare.metrics package
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nvflare.metrics package¶

Submodules¶

  • nvflare.metrics.job_metrics_collector module
    • JobMetricsCollector
      • JobMetricsCollector.get_pair_events()
      • JobMetricsCollector.get_single_events()
      • JobMetricsCollector.handle_event()
      • JobMetricsCollector.publish_metrics()
  • nvflare.metrics.metrics_collector module
    • MetricsCollector
      • MetricsCollector.collect_event_metrics()
      • MetricsCollector.get_pair_events()
      • MetricsCollector.get_single_events()
      • MetricsCollector.publish_metrics()
  • nvflare.metrics.metrics_keys module
    • MetricKeys
      • MetricKeys.count
      • MetricKeys.metric_name
      • MetricKeys.tags
      • MetricKeys.time_taken
      • MetricKeys.timestamp
      • MetricKeys.type
      • MetricKeys.value
    • MetricTypes
      • MetricTypes.COUNTER
      • MetricTypes.GAUGE
      • MetricTypes.HISTOGRAM
      • MetricTypes.SUMMARY
  • nvflare.metrics.metrics_publisher module
    • collect_metrics()
    • convert_metrics_to_event()
    • publish_app_metrics()
  • nvflare.metrics.remote_metrics_receiver module
    • RemoteMetricsReceiver
      • RemoteMetricsReceiver.handle_event()
  • nvflare.metrics.system_metrics_collector module
    • SysMetricsCollector
      • SysMetricsCollector.get_pair_events()
      • SysMetricsCollector.get_single_events()
      • SysMetricsCollector.handle_event()

Module contents¶

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