MishOp class

Mish activation function.

Self-regularizing non-monotonic activation used in YOLOv4+. Equivalent to F.mish() in PyTorch.

Formula

mish(x) = x * tanh(softplus(x)) = x * tanh(ln(1 + exp(x)))

final result = MishOp()(tensor);
Inheritance
Mixed-in types

Constructors

MishOp()
Creates a Mish operation.

Properties

capabilities → OperationCapabilities
The capabilities of this operation.
no setteroverride
hashCode → int
The hash code for this object.
no setterinherited
name → String
The human-readable name of this operation.
no setteroverride
requiresContiguous → bool
Whether this operation requires contiguous input.
no setterinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited

Methods

apply(TensorBuffer input) → TensorBuffer
Applies this transform to input and returns the result.
override
applyInPlace(TensorBuffer input) → void
Applies this transform to input in place.
override
call(TensorBuffer input) → TensorBuffer
Alias for apply.
inherited
cloneForModification(TensorBuffer input) → TensorBuffer
Creates an output buffer from input, ensuring contiguity with single copy.
inherited
computeOutputShape(List<int> inputShape) → List<int>
Computes the output shape for a given inputShape.
override
ensureContiguous(TensorBuffer input) → TensorBuffer
Returns a contiguous version of input if needed.
inherited
noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited