Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class MachineSpec.
Specification of a single machine.
Generated from protobuf message google.cloud.aiplatform.v1.MachineSpec
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ machine_type |
string
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 DeployedModel this field is optional, and the default value is |
↳ accelerator_type |
int
Immutable. The type of accelerator(s) that may be attached to the machine as per accelerator_count. |
↳ accelerator_count |
int
The number of accelerators to attach to the machine. |
↳ tpu_topology |
string
Immutable. The topology of the TPUs. Corresponds to the TPU topologies available from GKE. (Example: tpu_topology: "2x2x1"). |
↳ reservation_affinity |
ReservationAffinity
Optional. Immutable. Configuration controlling how this resource pool consumes reservation. |
getMachineType
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 DeployedModel this field is
optional, and the default value is n1-standard-2. For
BatchPredictionJob or as
part of WorkerPoolSpec this
field is required.
| Returns | |
|---|---|
| Type | Description |
string |
|
setMachineType
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 DeployedModel this field is
optional, and the default value is n1-standard-2. For
BatchPredictionJob or as
part of WorkerPoolSpec this
field is required.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getAcceleratorType
Immutable. The type of accelerator(s) that may be attached to the machine as per accelerator_count.
| Returns | |
|---|---|
| Type | Description |
int |
|
setAcceleratorType
Immutable. The type of accelerator(s) that may be attached to the machine as per accelerator_count.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getAcceleratorCount
The number of accelerators to attach to the machine.
| Returns | |
|---|---|
| Type | Description |
int |
|
setAcceleratorCount
The number of accelerators to attach to the machine.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getTpuTopology
Immutable. The topology of the TPUs. Corresponds to the TPU topologies available from GKE. (Example: tpu_topology: "2x2x1").
| Returns | |
|---|---|
| Type | Description |
string |
|
setTpuTopology
Immutable. The topology of the TPUs. Corresponds to the TPU topologies available from GKE. (Example: tpu_topology: "2x2x1").
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getReservationAffinity
Optional. Immutable. Configuration controlling how this resource pool consumes reservation.
| Returns | |
|---|---|
| Type | Description |
ReservationAffinity|null |
|
hasReservationAffinity
clearReservationAffinity
setReservationAffinity
Optional. Immutable. Configuration controlling how this resource pool consumes reservation.
| Parameter | |
|---|---|
| Name | Description |
var |
ReservationAffinity
|
| Returns | |
|---|---|
| Type | Description |
$this |
|