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Hetu/examples/runner
Hsword 7fd3de80ce initial commit 4 years ago
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models initial commit 4 years ago
parallel initial commit 4 years ago
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local_allreduce.yml initial commit 4 years ago
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README.md

Usage

This directory contains examples using heturun command.

  • Data Parallel (MLP model and WDL model):
# Local Data Parallel Using AllReduce
heturun -c local_allreduce.yml python run_mlp.py --config lar

# Local Data Parallel Using AllReduce for Dense Parameters and PS for Sparse(Embedding) Parameters
heturun -c local_ps.yml python run_wdl.py --config lhy

# Local Data Parallel Using PS
heturun -c local_ps.yml python run_mlp.py --config lps
heturun -c local_ps.yml python run_wdl.py --config lps

# Distributed Data Parallel Using AllReduce
heturun -c remote_allreduce.yml python run_mlp.py --config rar

# Distributed Data Parallel Using AllReduce for Dense Parameters and PS for Sparse(Embedding) Parameters
heturun -c remote_ps.yml python run_wdl.py --config rhy

# Distributed Data Parallel Using PS
heturun -c remote_ps.yml python run_mlp.py --config rps
heturun -c remote_ps.yml python run_wdl.py --config rps
  • For other parallel schemes, please refer to parallel directory.
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