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.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Interface MachineSpecOrBuilder (0.29.0)\n\nVersion latestkeyboard_arrow_down\n\n- [0.29.0 (latest)](/java/docs/reference/google-cloud-visionai/latest/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.27.0](/java/docs/reference/google-cloud-visionai/0.27.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.25.0](/java/docs/reference/google-cloud-visionai/0.25.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.24.0](/java/docs/reference/google-cloud-visionai/0.24.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.21.0](/java/docs/reference/google-cloud-visionai/0.21.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.20.0](/java/docs/reference/google-cloud-visionai/0.20.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.19.0](/java/docs/reference/google-cloud-visionai/0.19.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.17.0](/java/docs/reference/google-cloud-visionai/0.17.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.16.0](/java/docs/reference/google-cloud-visionai/0.16.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.15.0](/java/docs/reference/google-cloud-visionai/0.15.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.14.0](/java/docs/reference/google-cloud-visionai/0.14.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.13.0](/java/docs/reference/google-cloud-visionai/0.13.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.12.0](/java/docs/reference/google-cloud-visionai/0.12.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.11.0](/java/docs/reference/google-cloud-visionai/0.11.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.10.0](/java/docs/reference/google-cloud-visionai/0.10.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.9.0](/java/docs/reference/google-cloud-visionai/0.9.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.8.0](/java/docs/reference/google-cloud-visionai/0.8.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.6.0](/java/docs/reference/google-cloud-visionai/0.6.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.5.0](/java/docs/reference/google-cloud-visionai/0.5.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.4.0](/java/docs/reference/google-cloud-visionai/0.4.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.3.0](/java/docs/reference/google-cloud-visionai/0.3.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.2.0](/java/docs/reference/google-cloud-visionai/0.2.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder)\n- [0.1.0](/java/docs/reference/google-cloud-visionai/0.1.0/com.google.cloud.visionai.v1.MachineSpecOrBuilder) \n\n public interface MachineSpecOrBuilder extends MessageOrBuilder\n\nImplements\n----------\n\n[MessageOrBuilder](https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.MessageOrBuilder.html)\n\nMethods\n-------\n\n### getAcceleratorCount()\n\n public abstract int getAcceleratorCount()\n\nThe number of accelerators to attach to the machine.\n\n`int32 accelerator_count = 3;`\n\n### getAcceleratorType()\n\n public abstract AcceleratorType getAcceleratorType()\n\nImmutable. The type of accelerator(s) that may be attached to the machine\nas per\naccelerator_count.\n\n`\n.google.cloud.visionai.v1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];\n`\n\n### getAcceleratorTypeValue()\n\n public abstract int getAcceleratorTypeValue()\n\nImmutable. The type of accelerator(s) that may be attached to the machine\nas per\naccelerator_count.\n\n`\n.google.cloud.visionai.v1.AcceleratorType accelerator_type = 2 [(.google.api.field_behavior) = IMMUTABLE];\n`\n\n### getMachineType()\n\n public abstract String getMachineType()\n\nImmutable. The type of the machine.\n\nSee the [list of machine types supported for\nprediction](https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)\n\nSee the [list of machine types supported for custom\ntraining](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).\n\nFor \\[DeployedModel\\]\\[\\] this field is optional, and the default\nvalue is `n1-standard-2`. For \\[BatchPredictionJob\\]\\[\\] or as part of\n\\[WorkerPoolSpec\\]\\[\\] this field is required.\n\n`string machine_type = 1 [(.google.api.field_behavior) = IMMUTABLE];`\n\n### getMachineTypeBytes()\n\n public abstract ByteString getMachineTypeBytes()\n\nImmutable. The type of the machine.\n\nSee the [list of machine types supported for\nprediction](https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)\n\nSee the [list of machine types supported for custom\ntraining](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).\n\nFor \\[DeployedModel\\]\\[\\] this field is optional, and the default\nvalue is `n1-standard-2`. For \\[BatchPredictionJob\\]\\[\\] or as part of\n\\[WorkerPoolSpec\\]\\[\\] this field is required.\n\n`string machine_type = 1 [(.google.api.field_behavior) = IMMUTABLE];`"]]