Specification of a single machine.
JSON representation |
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{
"machineType": string,
"acceleratorType": enum ( |
Fields | |
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machineType |
Immutable. The type of the machine. See the list of machine types supported for prediction See the list of machine types supported for custom training. For |
acceleratorType |
Immutable. The type of accelerator(s) that may be attached to the machine as per |
acceleratorCount |
The number of accelerators to attach to the machine. |
tpuTopology |
Immutable. The topology of the TPUs. Corresponds to the TPU topologies available from GKE. (Example: tpuTopology: "2x2x1"). |
AcceleratorType
Represents a hardware accelerator type.
Enums | |
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ACCELERATOR_TYPE_UNSPECIFIED |
Unspecified accelerator type, which means no accelerator. |
NVIDIA_TESLA_K80 |
Nvidia Tesla K80 GPU. |
NVIDIA_TESLA_P100 |
Nvidia Tesla P100 GPU. |
NVIDIA_TESLA_V100 |
Nvidia Tesla V100 GPU. |
NVIDIA_TESLA_P4 |
Nvidia Tesla P4 GPU. |
NVIDIA_TESLA_T4 |
Nvidia Tesla T4 GPU. |
NVIDIA_TESLA_A100 |
Nvidia Tesla A100 GPU. |
NVIDIA_A100_80GB |
Nvidia A100 80GB GPU. |
NVIDIA_L4 |
Nvidia L4 GPU. |
NVIDIA_H100_80GB |
Nvidia H100 80Gb GPU. |
TPU_V2 |
TPU v2. |
TPU_V3 |
TPU v3. |
TPU_V4_POD |
TPU v4. |
TPU_V5_LITEPOD |
TPU v5. |