tf.raw_ops.StatelessRandomNormal
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Outputs deterministic pseudorandom values from a normal distribution.
tf.raw_ops.StatelessRandomNormal(
shape,
seed,
dtype=tf.dtypes.float32,
name=None
)
The generated values will have mean 0 and standard deviation 1.
The outputs are a deterministic function of shape and seed.
Args |
|---|
shape
|
A Tensor. Must be one of the following types: int32, int64.
The shape of the output tensor.
|
seed
|
A Tensor. Must be one of the following types: int32, int64.
2 seeds (shape [2]).
|
dtype
|
An optional tf.DType from: tf.half, tf.bfloat16, tf.float32, tf.float64. Defaults to tf.float32.
The type of the output.
|
name
|
A name for the operation (optional).
|
Returns |
|---|
A Tensor of type dtype.
|
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tf.raw_ops.StatelessRandomNormal\n\n\u003cbr /\u003e\n\nOutputs deterministic pseudorandom values from a normal distribution.\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.raw_ops.StatelessRandomNormal`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/StatelessRandomNormal)\n\n\u003cbr /\u003e\n\n tf.raw_ops.StatelessRandomNormal(\n shape,\n seed,\n dtype=../../tf/dtypes#float32,\n name=None\n )\n\nThe generated values will have mean 0 and standard deviation 1.\n\nThe outputs are a deterministic function of `shape` and `seed`.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `shape` | A `Tensor`. Must be one of the following types: `int32`, `int64`. The shape of the output tensor. |\n| `seed` | A `Tensor`. Must be one of the following types: `int32`, `int64`. 2 seeds (shape \\[2\\]). |\n| `dtype` | An optional [`tf.DType`](../../tf/dtypes/DType) from: `tf.half, tf.bfloat16, tf.float32, tf.float64`. Defaults to [`tf.float32`](../../tf#float32). The type of the output. |\n| `name` | A name for the operation (optional). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A `Tensor` of type `dtype`. ||\n\n\u003cbr /\u003e"]]
