Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Tensor.
A tensor value type.
Generated from protobuf messagegoogle.cloud.aiplatform.v1.Tensor
Namespace
Google \ Cloud \ AIPlatform \ V1
Methods
__construct
Constructor.
Parameters
Name
Description
data
array
Optional. Data for populating the Message object.
↳ dtype
int
The data type of tensor.
↳ shape
array
Shape of the tensor.
↳ bool_val
array
Type specific representations that make it easy to create tensor protos in all languages. Only the representation corresponding to "dtype" can be set. The values hold the flattened representation of the tensor in row major order.BOOL
Type specific representations that make it easy to create tensor protos in
all languages. Only the representation corresponding to "dtype" can
be set. The values hold the flattened representation of the tensor in
row major order.
Type specific representations that make it easy to create tensor protos in
all languages. Only the representation corresponding to "dtype" can
be set. The values hold the flattened representation of the tensor in
row major order.
[[["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,["# Google Cloud Ai Platform V1 Client - Class Tensor (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor)\n- [1.34.0](/php/docs/reference/cloud-ai-platform/1.34.0/V1.Tensor)\n- [1.33.0](/php/docs/reference/cloud-ai-platform/1.33.0/V1.Tensor)\n- [1.32.1](/php/docs/reference/cloud-ai-platform/1.32.1/V1.Tensor)\n- [1.31.0](/php/docs/reference/cloud-ai-platform/1.31.0/V1.Tensor)\n- [1.30.0](/php/docs/reference/cloud-ai-platform/1.30.0/V1.Tensor)\n- [1.26.0](/php/docs/reference/cloud-ai-platform/1.26.0/V1.Tensor)\n- [1.23.0](/php/docs/reference/cloud-ai-platform/1.23.0/V1.Tensor)\n- [1.22.0](/php/docs/reference/cloud-ai-platform/1.22.0/V1.Tensor)\n- [1.21.0](/php/docs/reference/cloud-ai-platform/1.21.0/V1.Tensor)\n- [1.20.0](/php/docs/reference/cloud-ai-platform/1.20.0/V1.Tensor)\n- [1.19.0](/php/docs/reference/cloud-ai-platform/1.19.0/V1.Tensor)\n- [1.18.0](/php/docs/reference/cloud-ai-platform/1.18.0/V1.Tensor)\n- [1.17.0](/php/docs/reference/cloud-ai-platform/1.17.0/V1.Tensor)\n- [1.16.0](/php/docs/reference/cloud-ai-platform/1.16.0/V1.Tensor)\n- [1.15.0](/php/docs/reference/cloud-ai-platform/1.15.0/V1.Tensor)\n- [1.14.0](/php/docs/reference/cloud-ai-platform/1.14.0/V1.Tensor)\n- [1.13.1](/php/docs/reference/cloud-ai-platform/1.13.1/V1.Tensor)\n- [1.12.0](/php/docs/reference/cloud-ai-platform/1.12.0/V1.Tensor)\n- [1.11.0](/php/docs/reference/cloud-ai-platform/1.11.0/V1.Tensor)\n- [1.10.0](/php/docs/reference/cloud-ai-platform/1.10.0/V1.Tensor)\n- [1.9.0](/php/docs/reference/cloud-ai-platform/1.9.0/V1.Tensor)\n- [1.8.0](/php/docs/reference/cloud-ai-platform/1.8.0/V1.Tensor)\n- [1.7.0](/php/docs/reference/cloud-ai-platform/1.7.0/V1.Tensor)\n- [1.6.0](/php/docs/reference/cloud-ai-platform/1.6.0/V1.Tensor)\n- [1.5.0](/php/docs/reference/cloud-ai-platform/1.5.0/V1.Tensor)\n- [1.4.0](/php/docs/reference/cloud-ai-platform/1.4.0/V1.Tensor)\n- [1.3.0](/php/docs/reference/cloud-ai-platform/1.3.0/V1.Tensor)\n- [1.2.0](/php/docs/reference/cloud-ai-platform/1.2.0/V1.Tensor)\n- [1.1.0](/php/docs/reference/cloud-ai-platform/1.1.0/V1.Tensor)\n- [1.0.0](/php/docs/reference/cloud-ai-platform/1.0.0/V1.Tensor)\n- [0.39.0](/php/docs/reference/cloud-ai-platform/0.39.0/V1.Tensor)\n- [0.38.0](/php/docs/reference/cloud-ai-platform/0.38.0/V1.Tensor)\n- [0.37.1](/php/docs/reference/cloud-ai-platform/0.37.1/V1.Tensor)\n- [0.32.0](/php/docs/reference/cloud-ai-platform/0.32.0/V1.Tensor)\n- [0.31.0](/php/docs/reference/cloud-ai-platform/0.31.0/V1.Tensor)\n- [0.30.0](/php/docs/reference/cloud-ai-platform/0.30.0/V1.Tensor)\n- [0.29.0](/php/docs/reference/cloud-ai-platform/0.29.0/V1.Tensor)\n- [0.28.0](/php/docs/reference/cloud-ai-platform/0.28.0/V1.Tensor)\n- [0.27.0](/php/docs/reference/cloud-ai-platform/0.27.0/V1.Tensor)\n- [0.26.2](/php/docs/reference/cloud-ai-platform/0.26.2/V1.Tensor)\n- [0.25.0](/php/docs/reference/cloud-ai-platform/0.25.0/V1.Tensor)\n- [0.24.0](/php/docs/reference/cloud-ai-platform/0.24.0/V1.Tensor)\n- [0.23.0](/php/docs/reference/cloud-ai-platform/0.23.0/V1.Tensor)\n- [0.22.0](/php/docs/reference/cloud-ai-platform/0.22.0/V1.Tensor)\n- [0.21.0](/php/docs/reference/cloud-ai-platform/0.21.0/V1.Tensor)\n- [0.20.0](/php/docs/reference/cloud-ai-platform/0.20.0/V1.Tensor)\n- [0.19.0](/php/docs/reference/cloud-ai-platform/0.19.0/V1.Tensor)\n- [0.18.0](/php/docs/reference/cloud-ai-platform/0.18.0/V1.Tensor)\n- [0.17.0](/php/docs/reference/cloud-ai-platform/0.17.0/V1.Tensor)\n- [0.16.0](/php/docs/reference/cloud-ai-platform/0.16.0/V1.Tensor)\n- [0.15.0](/php/docs/reference/cloud-ai-platform/0.15.0/V1.Tensor)\n- [0.13.0](/php/docs/reference/cloud-ai-platform/0.13.0/V1.Tensor)\n- [0.12.0](/php/docs/reference/cloud-ai-platform/0.12.0/V1.Tensor)\n- [0.11.1](/php/docs/reference/cloud-ai-platform/0.11.1/V1.Tensor)\n- [0.10.0](/php/docs/reference/cloud-ai-platform/0.10.0/V1.Tensor) \nReference documentation and code samples for the Google Cloud Ai Platform V1 Client class Tensor.\n\nA tensor value type.\n\nGenerated from protobuf message `google.cloud.aiplatform.v1.Tensor`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ AIPlatform \\\\ V1\n\nMethods\n-------\n\n### __construct\n\nConstructor.\n\n### getDtype\n\nThe data type of tensor.\n\n### setDtype\n\nThe data type of tensor.\n\n### getShape\n\nShape of the tensor.\n\n### setShape\n\nShape of the tensor.\n\n### getBoolVal\n\nType specific representations that make it easy to create tensor protos in\nall languages. Only the representation corresponding to \"dtype\" can\nbe set. The values hold the flattened representation of the tensor in\nrow major order.\n[BOOL](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__BOOL)\n\n### setBoolVal\n\nType specific representations that make it easy to create tensor protos in\nall languages. Only the representation corresponding to \"dtype\" can\nbe set. The values hold the flattened representation of the tensor in\nrow major order.\n[BOOL](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__BOOL)\n\n### getStringVal\n\n[STRING](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__STRING)\n\n### setStringVal\n\n[STRING](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__STRING)\n\n### getBytesVal\n\n[STRING](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__STRING)\n\n### setBytesVal\n\n[STRING](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__STRING)\n\n### getFloatVal\n\n[FLOAT](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__FLOAT)\n\n### setFloatVal\n\n[FLOAT](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__FLOAT)\n\n### getDoubleVal\n\n[DOUBLE](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__DOUBLE)\n\n### setDoubleVal\n\n[DOUBLE](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__DOUBLE)\n\n### getIntVal\n\n[INT_8](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT8) [INT_16](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT16) [INT_32](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT32)\n\n### setIntVal\n\n[INT_8](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT8) [INT_16](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT16) [INT_32](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT32)\n\n### getInt64Val\n\n[INT64](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT64)\n\n### setInt64Val\n\n[INT64](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__INT64)\n\n### getUintVal\n\n[UINT8](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT8) [UINT16](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT16) [UINT32](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT32)\n\n### setUintVal\n\n[UINT8](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT8) [UINT16](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT16) [UINT32](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT32)\n\n### getUint64Val\n\n[UINT64](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT64)\n\n### setUint64Val\n\n[UINT64](/php/docs/reference/cloud-ai-platform/latest/V1.Tensor.DataType#_Google_Cloud_AIPlatform_V1_Tensor_DataType__UINT64)\n\n### getListVal\n\nA list of tensor values.\n\n### setListVal\n\nA list of tensor values.\n\n### getStructVal\n\nA map of string to tensor.\n\n### setStructVal\n\nA map of string to tensor.\n\n### getTensorVal\n\nSerialized raw tensor content.\n\n### setTensorVal\n\nSerialized raw tensor content."]]
