Type Alias ReshapeOp<Input, NewShape>

ReshapeOp: CanReshapeStorage<Input> extends false
    ? never & {
        __error: "Cannot reshape non-contiguous tensor. Call contiguous() first.";
        __hint: "Non-contiguous tensors must be made contiguous before reshaping.";
    }
    : CanReshape<Input["__shape"], NewShape> extends true
        ? StorageTransformation<
            "reshape",
            TensorStorage<
                Input["__dtype"],
                NewShape,
                ComputeReshapeStrides<Input, NewShape>,
                ViewLayout<Input["__layout"]>,
            >,
            readonly [Input],
        >
        : never & {
            __cause: "Total number of elements must be the same";
            __error: `Cannot reshape tensor of shape [${ShapeToString<
                Input["__shape"],
            >}] to shape [${ShapeToString<NewShape>}]`;
            __from_size: Product<Input["__shape"]>;
            __to_size: Product<NewShape>;
        }

Reshape operation with compile-time shape validation

Creates a new view of the tensor with a different shape. The total number of elements must remain the same.

Requirements:

Input tensor must be contiguous (C or F order)
Total number of elements must remain the same
Result is a view of the original data

Type Parameters

Input extends AnyTensorStorage
NewShape extends Shape

Example

type A = TensorStorage<Float32, [2, 3, 4]>; // 24 elements
type B = ReshapeOp<A, [6, 4]>; // Valid: 24 elements
type C = ReshapeOp<A, [5, 5]>; // Error: incompatible shapes

Type Alias ReshapeOp<Input, NewShape>

Type Parameters

Example

Settings