tasq/node_modules/onnxruntime-web/lib/onnxjs/backends/webgl/ops/cast.ts

27 lines
1011 B
TypeScript

// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
import {Graph} from '../../../graph';
import {OperatorImplementation, OperatorInitialization} from '../../../operators';
import {Tensor} from '../../../tensor';
import {ProtoUtil} from '../../../util';
import {WebGLInferenceHandler} from '../inference-handler';
export const cast: OperatorImplementation<Tensor.DataType> =
(handler: WebGLInferenceHandler, inputs: Tensor[], to: Tensor.DataType): Tensor[] => {
validateInputs(inputs);
return [handler.cast(inputs[0], to)];
};
export const parseCastAttributes: OperatorInitialization<Tensor.DataType> = (node: Graph.Node): Tensor.DataType =>
ProtoUtil.tensorDataTypeFromProto(node.attributes.getInt('to'));
const validateInputs = (inputs: Tensor[]): void => {
if (!inputs || inputs.length !== 1) {
throw new Error('Cast requires 1 input.');
}
if (inputs[0].type === 'string') {
throw new Error('Invalid input type.');
}
};