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#include <random_ops.h>
Outputs random values from a uniform distribution.
Summary
The generated values follow a uniform distribution in the range [0, 1). The lower bound 0 is included in the range, while the upper bound 1 is excluded.
Args:
- scope: A Scope object
- shape: The shape of the output tensor.
- dtype: The type of the output.
Optional attributes (see Attrs):
- seed: If either
seed or seed2 are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.
- seed2: A second seed to avoid seed collision.
Returns:
Output: A tensor of the specified shape filled with uniform random values.
Public static functions
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Seed(int64 x)
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Seed2(int64 x)
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Public attributes
Public functions
Public static functions
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::RandomUniform Class Reference\n\ntensorflow::ops::RandomUniform\n==============================\n\n`#include \u003crandom_ops.h\u003e`\n\nOutputs random values from a uniform distribution.\n\nSummary\n-------\n\nThe generated values follow a uniform distribution in the range `[0, 1)`. The lower bound 0 is included in the range, while the upper bound 1 is excluded.\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- shape: The shape of the output tensor.\n- dtype: The type of the output.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/random-uniform/attrs#structtensorflow_1_1ops_1_1_random_uniform_1_1_attrs)):\n\n- seed: If either `seed` or `seed2` are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.\n- seed2: A second seed to avoid seed collision.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): A tensor of the specified shape filled with uniform random values.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [RandomUniform](#classtensorflow_1_1ops_1_1_random_uniform_1ad758763396f811e3da060a04692f3757)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` shape, DataType dtype)` ||\n| [RandomUniform](#classtensorflow_1_1ops_1_1_random_uniform_1af801ace5d9f1abc9d79f7faa85b91be1)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` shape, DataType dtype, const `[RandomUniform::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/random-uniform/attrs#structtensorflow_1_1ops_1_1_random_uniform_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|--------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|\n| [operation](#classtensorflow_1_1ops_1_1_random_uniform_1a48b146cd2bbea78fcf781a469864ef5b) | [Operation](/versions/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [output](#classtensorflow_1_1ops_1_1_random_uniform_1a54d90aa9b91d5e835309793ec96a7c8c) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n\n| ### Public functions ||\n|--------------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_random_uniform_1ad3b4ee570c67616fea7d0670af60cc64)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_random_uniform_1ab00525e4be653b53523769acea109196)`() const ` | |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_random_uniform_1ac3f462ba3c34c4b0d7c759eb376e778c)`() const ` | |\n\n| ### Public static functions ||\n|---------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------|\n| [Seed](#classtensorflow_1_1ops_1_1_random_uniform_1a73a0bbeaa8d9935acb48c58b8b636644)`(int64 x)` | [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/random-uniform/attrs#structtensorflow_1_1ops_1_1_random_uniform_1_1_attrs) |\n| [Seed2](#classtensorflow_1_1ops_1_1_random_uniform_1a4821471eea8691d99ec491eef1aedd06)`(int64 x)` | [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/random-uniform/attrs#structtensorflow_1_1ops_1_1_random_uniform_1_1_attrs) |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::RandomUniform::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/random-uniform/attrs) | Optional attribute setters for [RandomUniform](/versions/r2.14/api_docs/cc/class/tensorflow/ops/random-uniform#classtensorflow_1_1ops_1_1_random_uniform). |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### output\n\n```text\n::tensorflow::Output output\n``` \n\nPublic functions\n----------------\n\n### RandomUniform\n\n```gdscript\n RandomUniform(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input shape,\n DataType dtype\n)\n``` \n\n### RandomUniform\n\n```gdscript\n RandomUniform(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input shape,\n DataType dtype,\n const RandomUniform::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### Seed\n\n```text\nAttrs Seed(\n int64 x\n)\n``` \n\n### Seed2\n\n```text\nAttrs Seed2(\n int64 x\n)\n```"]]
