module onnxrt.ops_cpu.op_celu

Short summary

module mlprodict.onnxrt.ops_cpu.op_celu

Runtime operator.

source on GitHub

Classes

class	truncated documentation
Celu	Celu ==== Continuously Differentiable Exponential Linear Units: Perform the linear unit element-wise on the input tensor …

Functions

function	truncated documentation
_vcelu1
pycelu	Computes function celu(x).

Properties

property	truncated documentation
args_default	Returns the list of arguments as well as the list of parameters with the default values (close to the signature). …
args_default_modified	Returns the list of modified parameters.
args_mandatory	Returns the list of optional arguments.
args_optional	Returns the list of optional arguments.
atts_value	Returns all parameters in a dictionary.

Methods

method	truncated documentation
__init__
_run
_run_inplace
to_python

Documentation

Runtime operator.

source on GitHub

class mlprodict.onnxrt.ops_cpu.op_celu.Celu(onnx_node, desc=None, **options)

Bases: OpRunUnaryNum

---

Continuously Differentiable Exponential Linear Units: Perform the linear unit element-wise on the input tensor X using formula:

`` max(0,x) + min(0,alpha*(exp(x/alpha)-1)) ``

Attributes

• alpha: The Alpha value in Celu formula which control the shape of the unit. The default value is 1.0. Default value is namealphaf1.0typeFLOAT (FLOAT)

Inputs

• X (heterogeneous)T: Input tensor

Outputs

• Y (heterogeneous)T: Output tensor

Type Constraints

• T tensor(float): Constrain input and output types to float32 tensors.

Version

Onnx name: Celu

This version of the operator has been available since version 12.

Runtime implementation: Celu

__init__(onnx_node, desc=None, **options)

_run(x, attributes=None, verbose=0, fLOG=None)

Should be overwritten.

source on GitHub

_run_inplace(x)

to_python(inputs)

Returns a python code equivalent to this operator.

Parameters:

inputs – inputs name

Returns:

imports, python code, both as strings

source on GitHub

mlprodict.onnxrt.ops_cpu.op_celu._vcelu1(x, alpha=1.0)

mlprodict.onnxrt.ops_cpu.op_celu.pycelu(x, alpha=1.0)

Computes function celu(x).

source on GitHub