/
tensor_types.ts
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/
tensor_types.ts
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/**
* @license
* Copyright 2018 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
import {Tensor, Variable} from './tensor';
import {DataType} from './types';
/** @docalias {[name: string]: Tensor} */
export type NamedTensorMap = {
[name: string]: Tensor;
};
export interface NamedTensor {
name: string;
tensor: Tensor;
}
export type NamedVariableMap = {
[name: string]: Variable;
};
export type GradSaveFunc = (save: Tensor[]) => void;
/**
* @docalias void|number|string|TypedArray|Tensor|Tensor[]|{[key:
* string]:Tensor|number|string}
*/
export type TensorContainer =
void|Tensor|string|number|boolean|TensorContainerObject|
TensorContainerArray|Float32Array|Int32Array|Uint8Array;
export interface TensorContainerObject {
[x: string]: TensorContainer;
}
export interface TensorContainerArray extends Array<TensorContainer> {}
export interface TensorInfo {
// Name of the tensor.
name: string;
// Tensor shape information, Optional.
shape?: number[];
// Data type of the tensor.
dtype: DataType;
}