@tensorflow/tfjs-core
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Hardware-accelerated JavaScript library for machine intelligence
44 lines (43 loc) • 3.25 kB
TypeScript
/**
* @license
* Copyright 2018 Google Inc. 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 { GPGPUProgram } from './gpgpu_math';
export declare const DIV = "\n // vec4 one = vec4(equal(a, b));\n // return one + (vec4(1.0) - one) * a / b;\n vec4 result = a / b;\n if(a.x == b.x) {\n result.x = 1.;\n }\n if(a.y == b.y) {\n result.y = 1.;\n }\n if(a.z == b.z) {\n result.z = 1.;\n }\n if(a.w == b.w) {\n result.w = 1.;\n }\n\n return result;\n";
export declare const INT_DIV = "\n ivec4 ia = round(a);\n ivec4 ib = round(b);\n bvec4 cond = notEqual(ib, ivec4(0));\n ivec4 result = ivec4(0);\n vec4 s = sign(a) * sign(b);\n\n // Windows (D3D) wants guaranteed non-zero int division at compile-time.\n if (cond[0]) {\n result[0] = idiv(ia[0], ib[0], s[0]);\n }\n if (cond[1]) {\n result[1] = idiv(ia[1], ib[1], s[1]);\n }\n if (cond[2]) {\n result[2] = idiv(ia[2], ib[2], s[2]);\n }\n if (cond[3]) {\n result[3] = idiv(ia[3], ib[3], s[3]);\n }\n return vec4(result);\n";
export declare const POW: string;
export declare const PRELU = "\n vec4 aLessThanZero = vec4(lessThan(a, vec4(0.)));\n return (aLessThanZero * (b * a)) + ((vec4(1.0) - aLessThanZero) * a);\n";
export declare const ELU_DER = "\n vec4 bGTEZero = vec4(greaterThanEqual(b, vec4(0.)));\n return (bGTEZero * a) + ((vec4(1.0) - bGTEZero) * (a * (b + vec4(1.0))));\n";
export declare const ATAN2: string;
export declare const EQUAL = "\n return vec4(equal(a, b));\n";
export declare const NOT_EQUAL = "\n return vec4(notEqual(a, b));\n";
export declare const LESS = "\n return vec4(lessThan(a, b));\n";
export declare const LESS_EQUAL = "\n return vec4(lessThanEqual(a, b));\n";
export declare const GREATER = "\n return vec4(greaterThan(a, b));\n";
export declare const GREATER_EQUAL = "\n return vec4(greaterThanEqual(a, b));\n";
export declare const LOGICAL_AND = "\n return vec4(\n vec4(greaterThanEqual(a, vec4(1.0))) *\n vec4(greaterThanEqual(b, vec4(1.0))));\n";
export declare const LOGICAL_OR = "\n return min(\n vec4(greaterThanEqual(a, vec4(1.0))) +\n vec4(greaterThanEqual(b, vec4(1.0))),\n vec4(1.0));\n";
export declare const MAX: string;
export declare const MIN: string;
export declare const MOD: string;
export declare class BinaryOpPackedProgram implements GPGPUProgram {
variableNames: string[];
outputShape: number[];
userCode: string;
supportsBroadcasting: boolean;
packedInputs: boolean;
packedOutput: boolean;
constructor(op: string, aShape: number[], bShape: number[], checkOutOfBounds?: boolean);
}