Class DepthwiseConv2DOp
- Namespace
- AiDotNet.JitCompiler.IR.Operations
- Assembly
- AiDotNet.dll
Represents depthwise 2D convolution in the IR.
public class DepthwiseConv2DOp : IROp- Inheritance
-
DepthwiseConv2DOp
- Inherited Members
Properties
InputShape
Input shape [batch, channels, height, width] for kernel generation.
public int[] InputShape { get; set; }Property Value
- int[]
KernelSize
Kernel size [height, width].
public int[] KernelSize { get; set; }Property Value
- int[]
Padding
Padding [height, width].
public int[] Padding { get; set; }Property Value
- int[]
Stride
Stride [height, width].
public int[] Stride { get; set; }Property Value
- int[]
Methods
Validate()
Validates that this operation is correctly formed.
public override bool Validate()Returns
- bool
True if valid, false otherwise.
Remarks
Basic validation checks that the operation has required information. Derived classes can override to add operation-specific validation.
For Beginners: This checks that the operation makes sense.
Basic checks:
- Output ID is valid (non-negative)
- Has the right number of inputs
- Shapes are compatible
Specific operations add their own checks:
- MatMul: inner dimensions must match
- Conv2D: kernel size must be valid
- Reshape: total elements must be preserved
If validation fails, the operation can't be compiled.