All modules for which code is available

  • horovod.keras
    • horovod.keras.callbacks
    • horovod.keras.elastic
  • horovod.mxnet
  • horovod.ray.elastic
  • horovod.ray.runner
  • horovod.spark.common.backend
  • horovod.spark.common.estimator
  • horovod.spark.common.store
  • horovod.spark.keras.estimator
  • horovod.spark.torch.estimator
  • horovod.tensorflow
    • horovod.tensorflow.elastic
    • horovod.tensorflow.keras
      • horovod.tensorflow.keras.callbacks
      • horovod.tensorflow.keras.elastic
  • horovod.torch.elastic
    • horovod.torch.elastic.sampler
    • horovod.torch.elastic.state

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Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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  • Overview
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  • Horovod Installation Guide
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  • Horovod with TensorFlow
  • Horovod with Keras
  • Horovod with PyTorch
  • Horovod with MXNet
  • Run Horovod
  • Elastic Horovod
  • Benchmarks
  • Inference
  • Horovod on GPU
  • Horovod with MPI
  • Horovod with Intel(R) oneCCL
  • Build a Conda Environment with GPU Support for Horovod
  • Horovod in Docker
  • Horovod on Spark
  • Horovod on Ray
  • Horovod in LSF
  • Tensor Fusion
  • AdaSum with Horovod
  • Analyze Performance
  • Distributed Hyperparameter Search
  • Autotune: Automated Performance Tuning
  • Troubleshooting
  • Contributor Guide

Related Topics

  • Documentation overview

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