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| |
// import {testData} from './test-backwards-data'; | |
var m1 = testData.m1; | |
var m2 = testData.m2; | |
var out = testData.out; | |
var d = m2.d; | |
out.dw = testData.outDotDw; | |
m1.dw = new Float64Array(m1.d * m1.n); | |
m2.dw = new Float64Array(m2.d * m2.n); | |
var testCount = 1000; | |
function test() { | |
console.time(arguments.callee.name); | |
for (var timerI = 0; timerI < testCount; timerI++) { | |
for (var i = 0; i < m1.n; i++) { // loop over rows of m1 | |
for (var k = 0; k < m1.d; k++) { // dot product loop | |
for (var j = 0; j < m2.d; j++) { // loop over cols of m2 | |
var b = out.dw[d * i + j]; | |
// m1.dw[m1.d * i + k] += m2.w[m2.d * k + j] * b; | |
m2.dw[m2.d * k + j] += m1.w[m1.d * i + k] * b; | |
} | |
} | |
} | |
} | |
console.timeEnd(arguments.callee.name); | |
} | |
function test2() { | |
console.time(arguments.callee.name); | |
for (var timerI = 0; timerI < testCount; timerI++) { | |
for (var i = 0; i < m1.n; i++) { // loop over rows of m1 | |
for (var k = 0; k < m1.d; k++) { // dot product loop | |
for (var j = 0; j < m2.d; j++) { // loop over cols of m2 | |
} | |
} | |
} | |
} | |
console.timeEnd(arguments.callee.name); | |
} | |
function test3() { | |
console.time(arguments.callee.name); | |
for (var timerI = 0; timerI < testCount; timerI++) { | |
for (var i = 0; i < m1.n; i++) { // loop over rows of m1 | |
for (var k = 0; k < m1.d; k++) { // dot product loop | |
for (var j = 0; j < m2.d; j++) { // loop over cols of m2 | |
d * i + j; | |
m1.d * i + k; | |
m2.d * k + j; | |
m2.d * k + j; | |
m1.d * i + k; | |
} | |
} | |
} | |
} | |
console.timeEnd(arguments.callee.name); | |
} | |
function test4() { | |
console.time(arguments.callee.name); | |
for (var timerI = 0; timerI < testCount; timerI++) { | |
for (var i = 0; i < m1.n; i++) { // loop over rows of m1 | |
for (var k = 0; k < m1.d; k++) { // dot product loop | |
for (var j = 0; j < m2.d; j++) { // loop over cols of m2 | |
var b = out.dw[0]; | |
m1.dw[0] = m1.dw[0] + m2.w[0] * b; | |
m2.dw[0] = m2.dw[0] + m1.w[0] * b; | |
} | |
} | |
} | |
} | |
console.timeEnd(arguments.callee.name); | |
} | |
function test5() { | |
console.time(arguments.callee.name); | |
for (var timerI = 0; timerI < testCount; timerI++) { | |
for (var i = 0; i < m1.n; i++) { // loop over rows of m1 | |
for (var k = 0; k < m1.d; k++) { // dot product loop | |
for (var j = 0; j < m2.d; j++) { // loop over cols of m2 | |
var b = out.dw[0]; | |
m1.dw[0] += m2.w[0] * b; | |
m2.dw[0] += m2.dw[0] + m1.w[0] * b; | |
} | |
} | |
} | |
} | |
console.timeEnd(arguments.callee.name); | |
} | |
test(); | |
test2(); | |
test3(); | |
test4(); | |
test5(); | |
</script> |
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