accelerate
Verified for current stable LTS
Accelerate Command: Estimate Gpu Memory Cost
An engineer would use the 'accelerate estimate-memory {{name/model}}' command when they need to determine the GPU memory requirements for a specific machine learning model in order to optimize resource allocation in a cloud training environment. Exact CLI syntax to estimate gpu memory cost using Accelerate.
When to use this: An engineer would use the 'accelerate estimate-memory {{name/model}}' command when they need to determine the GPU memory requirements for a specific machine learning model in order to optimize resource allocation in a cloud training environment.
Command Syntax
accelerate estimate-memory <name/model>accelerate estimate-memory <name/model>Command Breakdown
accelerate is the base executable for this command.
FAQ
Purpose: Exact syntax to estimate gpu memory cost 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: 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 Accelerate Command: Run Model On Multi Gpu accelerate launch <path/to/script.py> --multi_gpu --num_machines 2