accelerate
Verified for current stable LTS
Accelerate Command: Run Model On Multi Gpu
An engineer would use the 'accelerate launch {{path/to/script.py}} --multi_gpu --num_machines 2' command when deploying a machine learning model training script across two machines with multiple GPUs to enhance computational efficiency and reduce training time. Exact CLI syntax to run model on multi gpu using Accelerate.
When to use this: An engineer would use the 'accelerate launch {{path/to/script.py}} --multi_gpu --num_machines 2' command when deploying a machine learning model training script across two machines with multiple GPUs to enhance computational efficiency and reduce training time.
Command Syntax
accelerate launch <path/to/script.py> --multi_gpu --num_machines 2accelerate launch <path/to/script.py> --multi_gpu --num_machines 2Command Breakdown
--multi_gpu- Command Option
- Tool-specific option used by this command invocation.
--num_machines- Command Option
- Tool-specific option used by this command invocation.
FAQ
Purpose: Exact syntax to run model on multi gpu using Accelerate.
Test path: Replace placeholders and run destructive commands in a disposable workspace first.
Flag behavior: Tool version, platform, and shell can change behavior.
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Related Operations
Accelerate Command: Print Environment Information
accelerate env Accelerate Command: Estimate Gpu Memory Cost accelerate estimate-memory <name/model> Accelerate Command: Create Configuration File accelerate config Accelerate Command: Test Configuration File accelerate test --config_file <path/to/config.yaml> Accelerate Command: Run Model On Cpu accelerate launch <path/to/script.py> --cpu