Colossal-AI
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API REFERENCE

  • colossalai
    • colossalai.amp
    • colossalai.builder
    • colossalai.communication
    • colossalai.context
    • colossalai.engine
    • colossalai.kernel
    • colossalai.logging
    • colossalai.nn
      • colossalai.nn.layer
      • colossalai.nn.loss
      • colossalai.nn.lr_scheduler
      • colossalai.nn.metric
      • colossalai.nn.model
      • colossalai.nn.optimizer
      • colossalai.nn.init
    • colossalai.registry
    • colossalai.testing
    • colossalai.trainer
    • colossalai.utils
    • colossalai.zero
    • colossalai.initialize

Useful links for Colossal-AI

  • Colossal-AI Examples
  • Colossal-AI Benchmarks
  • Colossal-AI Tutorial
Colossal-AI
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  • colossalai »
  • colossalai.nn
  • Edit on GitHub

colossalai.nn

  • colossalai.nn.layer
    • colossalai.nn.layer.colossalai_layer
    • colossalai.nn.layer.moe
    • colossalai.nn.layer.parallel_1d
    • colossalai.nn.layer.parallel_2d
    • colossalai.nn.layer.parallel_2p5d
    • colossalai.nn.layer.parallel_3d
    • colossalai.nn.layer.parallel_sequence
    • colossalai.nn.layer.utils
    • colossalai.nn.layer.vanilla
    • colossalai.nn.layer.wrapper
    • colossalai.nn.layer.base_layer
  • colossalai.nn.loss
    • colossalai.nn.loss.loss_1d
    • colossalai.nn.loss.loss_2d
    • colossalai.nn.loss.loss_2p5d
    • colossalai.nn.loss.loss_3d
    • colossalai.nn.loss.loss_moe
  • colossalai.nn.lr_scheduler
    • colossalai.nn.lr_scheduler.cosine
    • colossalai.nn.lr_scheduler.delayed
    • colossalai.nn.lr_scheduler.linear
    • colossalai.nn.lr_scheduler.multistep
    • colossalai.nn.lr_scheduler.onecycle
    • colossalai.nn.lr_scheduler.poly
    • colossalai.nn.lr_scheduler.torch
  • colossalai.nn.metric
    • colossalai.nn.metric.accuracy_2d
    • colossalai.nn.metric.accuracy_2p5d
    • colossalai.nn.metric.accuracy_3d
  • colossalai.nn.model
    • colossalai.nn.model.model_from_config
  • colossalai.nn.optimizer
    • colossalai.nn.optimizer.colossalai_optimizer
    • colossalai.nn.optimizer.cpu_adam
    • colossalai.nn.optimizer.fused_adam
    • colossalai.nn.optimizer.fused_lamb
    • colossalai.nn.optimizer.fused_sgd
    • colossalai.nn.optimizer.hybrid_adam
    • colossalai.nn.optimizer.lamb
    • colossalai.nn.optimizer.lars
  • colossalai.nn.init
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