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  4. validateDType

torch.validateDType

function validateDType(dtype: unknown): asserts dtype is DType

Runtime validation that a value is a valid DType.

Checks if the provided value is a string and one of the supported data types. Used for validating user input since JavaScript doesn't provide compile-time type guarantees. This is a TypeScript assertion function that narrows the type to DType upon success.

Validation Rules:

  • Must be a string (typeof check)
  • Must be one of: 'float32', 'float16', 'int32', 'uint32', 'int8', 'uint8', 'bool'
  • Case-sensitive: 'Float32' will fail
  • Non-string values will fail with descriptive error

Use Cases:

  • Validating dtype from JSON/external data
  • User input parsing
  • API boundary validation
  • Type narrowing in conditional branches

When to Use:

  • JavaScript/JSON sources where type safety is lost
  • User-provided configuration
  • API inputs from untrusted sources
  • Optional: Already TypeScript-typed code doesn't need this
  • Assertion function: Modifies type on success, throws on failure
  • No return value: Returns void, used for side effects (type narrowing)
  • Case-sensitive: Must exactly match 'float32', not 'Float32'
  • Helpful errors: Error message lists all valid dtypes
  • Throws on failure: Will throw Error if validation fails
  • Non-string input: Any non-string value causes descriptive error
  • No partial match: 'float' alone won't match 'float32'

Parameters

dtypeunknown
Untyped value to validate

Returns

asserts dtype is DType– void (assertion function - throws on failure)

Examples

// Validate from JSON/user input
const userInput = JSON.parse(jsonString);
validateDType(userInput.dtype);
// If valid, now TypeScript knows userInput.dtype is DType
const tensor = torch.randn([3, 4], { dtype: userInput.dtype });

// Check before using in options
const options = { dtype: maybeString };
validateDType(options.dtype);  // Throws if invalid
// Type narrowed - now safe to use

// Error message on failure
validateDType('InvalidType');
// Error: Invalid dtype: 'InvalidType'. Valid dtypes are: float32, float16, int32, uint32, int8, uint8, bool

// Type narrowing example
function createTensor(dtype: unknown) {
  validateDType(dtype);  // Asserts dtype is DType
  // From here, TypeScript knows dtype is valid
  return torch.zeros([10, 10], { dtype });
}

// Non-string types
validateDType(32);        // Error: wrong type
validateDType(null);      // Error: null is not a string
validateDType(['float32']); // Error: arrays not allowed

See Also

  • [PyTorch N/A (torch.js runtime validation)](https://pytorch.org/docs/stable/generated/N/A .html)
  • DType - The type being validated
  • VALID_DTYPES - The Set of valid dtype strings
  • DTypeInfo - Metadata for each dtype
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