GPUOptions.Experimental.VirtualDevicesOrBuilder
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Public Methods
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abstract
float
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abstract
int
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abstract
List<Float>
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abstract
int
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getPriority(int index)
Priority values to use with the virtual devices.
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abstract
int
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abstract
List<Integer>
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Public Methods
public
abstract
float
getMemoryLimitMb
(int index)
Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty, it will create single virtual device taking all available
memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.
repeated float memory_limit_mb = 1;
public
abstract
int
getMemoryLimitMbCount
()
Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty, it will create single virtual device taking all available
memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.
repeated float memory_limit_mb = 1;
public
abstract
List<Float>
getMemoryLimitMbList
()
Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty, it will create single virtual device taking all available
memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.
repeated float memory_limit_mb = 1;
public
abstract
int
getPriority
(int index)
Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.
repeated int32 priority = 2;
public
abstract
int
getPriorityCount
()
Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.
repeated int32 priority = 2;
public
abstract
List<Integer>
getPriorityList
()
Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.
repeated int32 priority = 2;
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# GPUOptions.Experimental.VirtualDevicesOrBuilder\n\npublic static interface **GPUOptions.Experimental.VirtualDevicesOrBuilder** \n\n|---|---|---|\n| Known Indirect Subclasses [GPUOptions.Experimental.VirtualDevices](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevices), [GPUOptions.Experimental.VirtualDevices.Builder](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevices.Builder) |----------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------| | [GPUOptions.Experimental.VirtualDevices](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevices) | ``` Configuration for breaking down a visible GPU into multiple \"virtual\" devices. ``` | | [GPUOptions.Experimental.VirtualDevices.Builder](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevices.Builder) | ``` Configuration for breaking down a visible GPU into multiple \"virtual\" devices. ``` | |||\n\n### Public Methods\n\n|--------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract float | [getMemoryLimitMb](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getMemoryLimitMb(int))(int index) ``` Per \"virtual\" device memory limit, in MB. ``` |\n| abstract int | [getMemoryLimitMbCount](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getMemoryLimitMbCount())() ``` Per \"virtual\" device memory limit, in MB. ``` |\n| abstract List\\\u003cFloat\\\u003e | [getMemoryLimitMbList](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getMemoryLimitMbList())() ``` Per \"virtual\" device memory limit, in MB. ``` |\n| abstract int | [getPriority](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getPriority(int))(int index) ``` Priority values to use with the virtual devices. ``` |\n| abstract int | [getPriorityCount](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getPriorityCount())() ``` Priority values to use with the virtual devices. ``` |\n| abstract List\\\u003cInteger\\\u003e | [getPriorityList](/jvm/api_docs/java/org/tensorflow/proto/framework/GPUOptions.Experimental.VirtualDevicesOrBuilder#getPriorityList())() ``` Priority values to use with the virtual devices. ``` |\n\nPublic Methods\n--------------\n\n#### public abstract float\n**getMemoryLimitMb**\n(int index)\n\n\u003cbr /\u003e\n\n```\n Per \"virtual\" device memory limit, in MB. The number of elements in\n the list is the number of virtual devices to create on the\n corresponding visible GPU (see \"virtual_devices\" below).\n If empty, it will create single virtual device taking all available\n memory from the device.\n For the concept of \"visible\" and \"virtual\" GPU, see the comments for\n \"visible_device_list\" above for more information.\n \n```\n`repeated float memory_limit_mb = 1;`\n\n\u003cbr /\u003e\n\n#### public abstract int\n**getMemoryLimitMbCount**\n()\n\n\u003cbr /\u003e\n\n```\n Per \"virtual\" device memory limit, in MB. The number of elements in\n the list is the number of virtual devices to create on the\n corresponding visible GPU (see \"virtual_devices\" below).\n If empty, it will create single virtual device taking all available\n memory from the device.\n For the concept of \"visible\" and \"virtual\" GPU, see the comments for\n \"visible_device_list\" above for more information.\n \n```\n`repeated float memory_limit_mb = 1;`\n\n\u003cbr /\u003e\n\n#### public abstract List\\\u003cFloat\\\u003e\n**getMemoryLimitMbList**\n()\n\n\u003cbr /\u003e\n\n```\n Per \"virtual\" device memory limit, in MB. The number of elements in\n the list is the number of virtual devices to create on the\n corresponding visible GPU (see \"virtual_devices\" below).\n If empty, it will create single virtual device taking all available\n memory from the device.\n For the concept of \"visible\" and \"virtual\" GPU, see the comments for\n \"visible_device_list\" above for more information.\n \n```\n`repeated float memory_limit_mb = 1;`\n\n\u003cbr /\u003e\n\n#### public abstract int\n**getPriority**\n(int index)\n\n\u003cbr /\u003e\n\n```\n Priority values to use with the virtual devices. Use the cuda function\n cudaDeviceGetStreamPriorityRange to query for valid range of values for\n priority.\n On a P4000 GPU with cuda 10.1, the priority range reported was 0 for\n least priority and -1 for greatest priority.\n If this field is not specified, then the virtual devices will be\n created with the default. If this field has values set, then the size\n of this must match with the above memory_limit_mb.\n \n```\n`repeated int32 priority = 2;`\n\n\u003cbr /\u003e\n\n#### public abstract int\n**getPriorityCount**\n()\n\n\u003cbr /\u003e\n\n```\n Priority values to use with the virtual devices. Use the cuda function\n cudaDeviceGetStreamPriorityRange to query for valid range of values for\n priority.\n On a P4000 GPU with cuda 10.1, the priority range reported was 0 for\n least priority and -1 for greatest priority.\n If this field is not specified, then the virtual devices will be\n created with the default. If this field has values set, then the size\n of this must match with the above memory_limit_mb.\n \n```\n`repeated int32 priority = 2;`\n\n\u003cbr /\u003e\n\n#### public abstract List\\\u003cInteger\\\u003e\n**getPriorityList**\n()\n\n\u003cbr /\u003e\n\n```\n Priority values to use with the virtual devices. Use the cuda function\n cudaDeviceGetStreamPriorityRange to query for valid range of values for\n priority.\n On a P4000 GPU with cuda 10.1, the priority range reported was 0 for\n least priority and -1 for greatest priority.\n If this field is not specified, then the virtual devices will be\n created with the default. If this field has values set, then the size\n of this must match with the above memory_limit_mb.\n \n```\n`repeated int32 priority = 2;`\n\n\u003cbr /\u003e"]]
