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tfc.MachineConfig

Represents the configuration or type of machine to be used.

cpu_cores Number of virtual CPU cores. Defaults to 8.
memory Amount of memory in GB. Defaults to 30GB.
accelerator_type Type of the accelerator to be used ('K80', 'P100', 'V100', 'P4', 'T4', 'TPU_V2', 'TPU_V3') or 'CPU' for no accelerator. Defaults to 'auto', which maps to a standard gpu config such as 'P100'.
accelerator_count Number of accelerators. Defaults to 1.

Methods

validate

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Checks that the machine configuration created is valid for GCP.