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feat(tpu): add tpu vm create topology sample. (#9611)
* Changed package, added information to CODEOWNERS * Added information to CODEOWNERS * Added timeout * Fixed parameters for test * Fixed DeleteTpuVm and naming * Added comment, created Util class * Fixed naming * Fixed whitespace * Split PR into smaller, deleted redundant code * Implemented tpu_vm_create_topology sample, created test * Changed zone * Fixed empty lines and tests, deleted cleanup method * Fixed tests * Fixed test * Fixed imports * Increased timeout to 10 sec * Fixed tests * Fixed tests * Deleted settings * Made ByteArrayOutputStream bout as local variable * Changed timeout to 10 sec
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/* | ||
* Copyright 2024 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package tpu; | ||
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//[START tpu_vm_create_topology] | ||
import com.google.cloud.tpu.v2.AcceleratorConfig; | ||
import com.google.cloud.tpu.v2.AcceleratorConfig.Type; | ||
import com.google.cloud.tpu.v2.CreateNodeRequest; | ||
import com.google.cloud.tpu.v2.Node; | ||
import com.google.cloud.tpu.v2.TpuClient; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class CreateTpuWithTopologyFlag { | ||
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public static void main(String[] args) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
// Project ID or project number of the Google Cloud project you want to create a node. | ||
String projectId = "YOUR_PROJECT_ID"; | ||
// The zone in which to create the TPU. | ||
// For more information about supported TPU types for specific zones, | ||
// see https://cloud.google.com/tpu/docs/regions-zones | ||
String zone = "europe-west4-a"; | ||
// The name for your TPU. | ||
String nodeName = "YOUR_TPU_NAME"; | ||
// The version of the Cloud TPU you want to create. | ||
// Available options: TYPE_UNSPECIFIED = 0, V2 = 2, V3 = 4, V4 = 7 | ||
Type tpuVersion = AcceleratorConfig.Type.V2; | ||
// Software version that specifies the version of the TPU runtime to install. | ||
// For more information, see https://cloud.google.com/tpu/docs/runtimes | ||
String tpuSoftwareVersion = "tpu-vm-tf-2.17.0-pod-pjrt"; | ||
// The physical topology of your TPU slice. | ||
// For more information about topology for each TPU version, | ||
// see https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#versions. | ||
String topology = "2x2"; | ||
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createTpuWithTopologyFlag(projectId, zone, nodeName, tpuVersion, tpuSoftwareVersion, topology); | ||
} | ||
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// Creates a TPU VM with the specified name, zone, version and topology. | ||
public static Node createTpuWithTopologyFlag(String projectId, String zone, String nodeName, | ||
Type tpuVersion, String tpuSoftwareVersion, String topology) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. | ||
try (TpuClient tpuClient = TpuClient.create()) { | ||
String parent = String.format("projects/%s/locations/%s", projectId, zone); | ||
Node tpuVm = | ||
Node.newBuilder() | ||
.setName(nodeName) | ||
.setAcceleratorConfig(Node.newBuilder() | ||
.getAcceleratorConfigBuilder() | ||
.setType(tpuVersion) | ||
.setTopology(topology) | ||
.build()) | ||
.setRuntimeVersion(tpuSoftwareVersion) | ||
.build(); | ||
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CreateNodeRequest request = | ||
CreateNodeRequest.newBuilder() | ||
.setParent(parent) | ||
.setNodeId(nodeName) | ||
.setNode(tpuVm) | ||
.build(); | ||
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return tpuClient.createNodeAsync(request).get(); | ||
} | ||
} | ||
} | ||
//[END tpu_vm_create_topology] |
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