SnakeBridge.Error.ShapeMismatchError exception (SnakeBridge v0.11.0)

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Error for tensor shape incompatibilities.

This error provides detailed information about shape mismatches including the operation that failed, the shapes involved, and actionable suggestions.

Examples

iex> error = %SnakeBridge.Error.ShapeMismatchError{
...>   operation: :matmul,
...>   shape_a: [3, 4],
...>   shape_b: [2, 5],
...>   message: "Cannot multiply matrices with incompatible shapes",
...>   suggestion: "A has 4 columns but B has 2 rows. Transpose B."
...> }
iex> Exception.message(error)
"Shape mismatch in matmul..."

Summary

Types

t()

Functions

generate_suggestion(arg1, shape_a, shape_b)

Generates a suggestion based on the operation and shapes.

new(operation, opts \\ [])

Creates a ShapeMismatchError error from context.

Types

t()

@type t() :: %SnakeBridge.Error.ShapeMismatchError{
  __exception__: true,
  expected: String.t() | nil,
  got: String.t() | nil,
  message: String.t(),
  operation: atom(),
  python_traceback: String.t() | nil,
  shape_a: [non_neg_integer()] | nil,
  shape_b: [non_neg_integer()] | nil,
  suggestion: String.t()
}

Functions

generate_suggestion(arg1, shape_a, shape_b)

@spec generate_suggestion(
  atom(),
  [non_neg_integer()] | nil,
  [non_neg_integer()] | nil
) :: String.t()

Generates a suggestion based on the operation and shapes.

new(operation, opts \\ [])

@spec new(
  atom(),
  keyword()
) :: t()

Creates a ShapeMismatchError error from context.