makarna/pkg/backend/cpu/ops/reshape.go

package ops

import (
	"makarna/pkg/backend/cpu"
	"makarna/pkg/tensor"
)

// Reshape returns a new tensor with different shape (same data)
func Reshape(t *cpu.Tensor, shape tensor.Shape) *cpu.Tensor {
	return cpu.NewTensor(shape, t.DataFloat32())
}

// View is an alias for Reshape
func View(t *cpu.Tensor, shape tensor.Shape) *cpu.Tensor {
	return Reshape(t, shape)
}

// Squeeze removes dimensions of size 1
func Squeeze(t *cpu.Tensor) *cpu.Tensor {
	oldShape := t.Shape()
	newShape := make(tensor.Shape, 0)
	for _, s := range oldShape {
		if s != 1 {
			newShape = append(newShape, s)
		}
	}
	if len(newShape) == 0 {
		newShape = tensor.Shape{1} // Scalar
	}
	return cpu.NewTensor(newShape, t.DataFloat32())
}

// Unsqueeze adds a dimension of size 1 at the specified position
func Unsqueeze(t *cpu.Tensor, dim int) *cpu.Tensor {
	oldShape := t.Shape()
	newShape := make(tensor.Shape, len(oldShape)+1)
	for i := 0; i < dim; i++ {
		newShape[i] = oldShape[i]
	}
	newShape[dim] = 1
	for i := dim; i < len(oldShape); i++ {
		newShape[i+1] = oldShape[i]
	}
	return cpu.NewTensor(newShape, t.DataFloat32())
}