/**
* @license
* Copyright 2022 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 { DataType, Rank, ShapeMap, TensorInfo } from '@tensorflow/tfjs-core';
export interface WebGPUProgram {
atomic?: boolean;
dispatch: [number, number, number];
dispatchLayout: {
x: number[];
y?: number[];
z?: number[];
};
isFromPixels?: boolean;
isVec4?: boolean;
outputShape: number[];
shaderKey: string;
size?: boolean;
uniforms?: string;
variableNames: string[];
variableTypes?: string[];
workgroupSize: [number, number, number];
workPerThread?: number;
getUserCode: () => string;
}
export declare const compileProgram: (device: GPUDevice, program: WebGPUProgram, inputsData: InputInfo[], output: TensorInfo) => GPUComputePipeline;
export declare function getCoordsDataType(rank: number): string;
export declare function getCoordsXYZ(index: number): string;
export declare function getMainHeaderString(): string;
export declare function getMainHeaderString(index: string): string;
export declare function getStartHeaderString(useGlobalIndex: boolean, program: WebGPUProgram): string;
export declare function getWorkgroupSizeString(program: WebGPUProgram): string;
export declare function makeShaderKey(program: WebGPUProgram, shapes: Array, inputsData: InputInfo[], output: TensorInfo): string;
declare type InputInfo = {
dtype: DataType;
shape: number[];
name: string;
};
export declare type WGSLDataType = 'f32' | 'i32' | 'vec4' | 'vec4' | 'vec4';
export declare function mapToWgslTypes(type: DataType, isVec4: boolean): WGSLDataType | DataType;
export {};