Run results for: (ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98

Run details:

User agent: Mozilla/5.0 (X11; CrOS x86_64 13729.72.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.116 Safari/537.36

Browser: Chrome 89

Operating system: Chrome OS 13729.72.0

Device Platform: Desktop

Date tested: 3 years ago

Test name	Executions per second
Async wait for init (WebGL)	757225.4 Ops/sec
(CPU) (G8) ConcatGatherUnsorted	8.1 Ops/sec
(CPU) (G8) SplitConcatSortedShared	4.6 Ops/sec
(CPU) (G8) ConcatPointwiseConv	12.5 Ops/sec
(CPU) (G4) ConcatReshapeTransposeReshapeSplit	4.0 Ops/sec
(CPU) (G4) ConcatGatherUnsorted	8.3 Ops/sec
(CPU) (G4) SplitConcatSortedShared	4.6 Ops/sec
(CPU) (G4) ConcatPointwiseConv	15.5 Ops/sec
(CPU) (G3) ConcatReshapeTransposeReshapeSplit	3.9 Ops/sec
(CPU) (G3) ConcatGatherUnsorted	8.5 Ops/sec
(CPU) (G3) SplitConcatSortedShared	4.7 Ops/sec
(CPU) (G3) ConcatPointwiseConv	15.7 Ops/sec
(CPU) (G2) ConcatReshapeTransposeReshapeSplit	3.9 Ops/sec
(CPU) (G2) ConcatGatherUnsorted	8.5 Ops/sec
(CPU) (G2) SplitConcatSortedShared	4.6 Ops/sec
(CPU) (G2) ConcatPointwiseConv	16.7 Ops/sec
(CPU) (G1) ConcatReshapeTransposeReshapeSplit	26.7 Ops/sec
(CPU) (G1) ConcatGatherUnsorted	8.4 Ops/sec
(CPU) (G8) ConcatReshapeTransposeReshapeSplit	4.0 Ops/sec
Async wait for init (CPU)	3946832.0 Ops/sec
(WebGL) (G1) ConcatPointwiseConv	1902.3 Ops/sec
(WebGL) (G1) SplitConcatSortedShared	75.7 Ops/sec
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit	561.8 Ops/sec
(WebGL) (G8) ConcatGatherUnsorted	124.2 Ops/sec
(WebGL) (G8) SplitConcatSortedShared	140.7 Ops/sec
(WebGL) (G8) ConcatPointwiseConv	726.4 Ops/sec
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit	642.2 Ops/sec
(WebGL) (G4) ConcatGatherUnsorted	213.6 Ops/sec
(WebGL) (G4) SplitConcatSortedShared	153.1 Ops/sec
(WebGL) (G4) ConcatPointwiseConv	1059.7 Ops/sec
(CPU) (G1) SplitConcatSortedShared	4.6 Ops/sec
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit	462.1 Ops/sec
(WebGL) (G3) SplitConcatSortedShared	213.6 Ops/sec
(WebGL) (G3) ConcatPointwiseConv	1559.9 Ops/sec
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit	747.8 Ops/sec
(WebGL) (G2) ConcatGatherUnsorted	435.2 Ops/sec
(WebGL) (G2) SplitConcatSortedShared	256.0 Ops/sec
(WebGL) (G2) ConcatPointwiseConv	1986.7 Ops/sec
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit	654.2 Ops/sec
(WebGL) (G1) ConcatGatherUnsorted	2449.9 Ops/sec
(WebGL) (G3) ConcatGatherUnsorted	289.2 Ops/sec
(CPU) (G1) ConcatPointwiseConv	18.9 Ops/sec

HTML Preparation code:

<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4.8.0/dist/tf.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm/dist/tf-backend-wasm.js"></script>

Script Preparation code:

async function init( backendName = "webgl" ) {
  let jsPerf_CNNChannelShuffle = await import(
    "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@50c1b285ff7c7f8c656c388365b4043528642d6b/CNN/jsPerf/jsPerf_CNNChannelShuffle.js" );

  jsPerf_CNNChannelShuffle.disposeResources();

  await tf.ready();
  await tf.setBackend( backendName );

  jsPerf_CNNChannelShuffle.init();
  jsPerf_CNNChannelShuffle.testResultSame();
  jsPerf_CNNChannelShuffle.testDifferentDisposeStrategy_All();

  return true;
}

Tests:

Async wait for init (WebGL)
if ( globalThis.initPromiseWebGL && globalThis.initPromiseCPU ) // For re-run benchmark. globalThis.initPromiseWebGL = globalThis.initPromiseCPU = null; if ( !globalThis.initPromiseWebGL ) globalThis.initPromiseWebGL = init( "webgl" ); // Just busy waiting.
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(WebGL) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(WebGL) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(WebGL) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(WebGL) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(WebGL) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(WebGL) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(WebGL) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(WebGL) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(WebGL) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(WebGL) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();
Async wait for init (CPU)
if ( !globalThis.initPromiseCPU ) globalThis.initPromiseCPU = init( "cpu" ); // Just busy waiting.
(CPU) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(CPU) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(CPU) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(CPU) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(CPU) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(CPU) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(CPU) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(CPU) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(CPU) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(CPU) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(CPU) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(CPU) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(CPU) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(CPU) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(CPU) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();

Run results for: (ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98

Async wait for init (WebGL)

(WebGL) (G8) ConcatReshapeTransposeReshapeSplit

(WebGL) (G8) ConcatGatherUnsorted

(WebGL) (G8) SplitConcatSortedShared

(WebGL) (G8) ConcatPointwiseConv

(WebGL) (G4) ConcatReshapeTransposeReshapeSplit

(WebGL) (G4) ConcatGatherUnsorted

(WebGL) (G4) SplitConcatSortedShared

(WebGL) (G4) ConcatPointwiseConv

(WebGL) (G3) ConcatReshapeTransposeReshapeSplit

(WebGL) (G3) ConcatGatherUnsorted

(WebGL) (G3) SplitConcatSortedShared

(WebGL) (G3) ConcatPointwiseConv

(WebGL) (G2) ConcatReshapeTransposeReshapeSplit

(WebGL) (G2) ConcatGatherUnsorted

(WebGL) (G2) SplitConcatSortedShared

(WebGL) (G2) ConcatPointwiseConv

(WebGL) (G1) ConcatReshapeTransposeReshapeSplit

(WebGL) (G1) ConcatGatherUnsorted

(WebGL) (G1) SplitConcatSortedShared

(WebGL) (G1) ConcatPointwiseConv

Async wait for init (CPU)

(CPU) (G8) ConcatReshapeTransposeReshapeSplit

(CPU) (G8) ConcatGatherUnsorted

(CPU) (G8) SplitConcatSortedShared

(CPU) (G8) ConcatPointwiseConv

(CPU) (G4) ConcatReshapeTransposeReshapeSplit

(CPU) (G4) ConcatGatherUnsorted

(CPU) (G4) SplitConcatSortedShared

(CPU) (G4) ConcatPointwiseConv

(CPU) (G3) ConcatReshapeTransposeReshapeSplit

(CPU) (G3) ConcatGatherUnsorted

(CPU) (G3) SplitConcatSortedShared

(CPU) (G3) ConcatPointwiseConv

(CPU) (G2) ConcatReshapeTransposeReshapeSplit

(CPU) (G2) ConcatGatherUnsorted

(CPU) (G2) SplitConcatSortedShared

(CPU) (G2) ConcatPointwiseConv

(CPU) (G1) ConcatReshapeTransposeReshapeSplit

(CPU) (G1) ConcatGatherUnsorted

(CPU) (G1) SplitConcatSortedShared

(CPU) (G1) ConcatPointwiseConv