ConstantWithoutGrad
A variable whose parent and partial derivatives are empty
Attributes
- Graph
-
- Supertypes
Members list
Value members
Inherited methods
Runs the backpropagation algorithm starting from this value
Runs the backpropagation algorithm starting from this value
Only meaningful if this is scalar i.e. the number of elements in the value tensor is 1.
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=false
.
Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=false
.
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Returns true if lamp.autograd.Variable.partialDerivative is defined.
Returns true if lamp.autograd.Variable.partialDerivative is defined.
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
The parent operation of this value in the computational graph. Empty for constants.
The parent operation of this value in the computational graph. Empty for constants.
Attributes
- Inherited from:
- Constant
Returns the tensor options of its value.
Attributes
- Inherited from:
- Product
Attributes
- Inherited from:
- Product
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Returns the shape of its value.
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Returns a new variable with the first two dimensions transposed.
Returns a new variable with the first two dimensions transposed.
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Attributes
- Inherited from:
- Variable
Returns a new variable with the respective dimensions transposed.
Returns a new variable with the respective dimensions transposed.
Attributes
- Inherited from:
- Variable
Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=true
.
Returns an other Variable wrapping the same value tensor, without any parent and with needsGrad=true
.
Attributes
- Inherited from:
- Variable
Concrete fields
The partial derivative, or a placeholder tensor for the partial derivative.
The partial derivative, or a placeholder tensor for the partial derivative.
Returns empty iff this Variable needs no gradient computation. Otherwise a placeholder tensor is allocated upfront when the Variable is allocated.
Attributes
Inherited fields
Returns unique, stable and random UUID.
Returns the shape of its value.