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

Run details:

User agent: Mozilla/5.0 (X11; CrOS x86_64 13982.88.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.162 Safari/537.36

Browser: Chrome 92

Operating system: Chrome OS 13982.88.0

Device Platform: Desktop

Date tested: 3 years ago

Test name	Executions per second
Async wait for init (WebGL)	599270.6 Ops/sec
(CPU) (G8) ConcatGatherUnsorted	8.2 Ops/sec
(CPU) (G8) SplitConcatSortedShared	4.8 Ops/sec
(CPU) (G8) ConcatPointwiseConv	12.9 Ops/sec
(CPU) (G4) ConcatReshapeTransposeReshapeSplit	4.2 Ops/sec
(CPU) (G4) ConcatGatherUnsorted	8.5 Ops/sec
(CPU) (G4) SplitConcatSortedShared	4.9 Ops/sec
(CPU) (G4) ConcatPointwiseConv	15.5 Ops/sec
(CPU) (G3) ConcatReshapeTransposeReshapeSplit	4.2 Ops/sec
(CPU) (G3) ConcatGatherUnsorted	7.5 Ops/sec
(CPU) (G3) SplitConcatSortedShared	4.9 Ops/sec
(CPU) (G3) ConcatPointwiseConv	16.1 Ops/sec
(CPU) (G2) ConcatReshapeTransposeReshapeSplit	4.1 Ops/sec
(CPU) (G2) ConcatGatherUnsorted	8.5 Ops/sec
(CPU) (G2) SplitConcatSortedShared	4.9 Ops/sec
(CPU) (G2) ConcatPointwiseConv	17.0 Ops/sec
(CPU) (G1) ConcatReshapeTransposeReshapeSplit	30.5 Ops/sec
(CPU) (G1) ConcatGatherUnsorted	8.9 Ops/sec
(CPU) (G8) ConcatReshapeTransposeReshapeSplit	4.0 Ops/sec
Async wait for init (CPU)	3297743.0 Ops/sec
(WebGL) (G1) ConcatPointwiseConv	1340.8 Ops/sec
(WebGL) (G1) SplitConcatSortedShared	80.2 Ops/sec
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit	364.1 Ops/sec
(WebGL) (G8) ConcatGatherUnsorted	109.5 Ops/sec
(WebGL) (G8) SplitConcatSortedShared	317.9 Ops/sec
(WebGL) (G8) ConcatPointwiseConv	656.8 Ops/sec
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit	693.3 Ops/sec
(WebGL) (G4) ConcatGatherUnsorted	179.4 Ops/sec
(WebGL) (G4) SplitConcatSortedShared	405.3 Ops/sec
(WebGL) (G4) ConcatPointwiseConv	1006.2 Ops/sec
(CPU) (G1) SplitConcatSortedShared	4.8 Ops/sec
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit	526.7 Ops/sec
(WebGL) (G3) SplitConcatSortedShared	401.2 Ops/sec
(WebGL) (G3) ConcatPointwiseConv	1006.7 Ops/sec
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit	536.6 Ops/sec
(WebGL) (G2) ConcatGatherUnsorted	470.4 Ops/sec
(WebGL) (G2) SplitConcatSortedShared	212.4 Ops/sec
(WebGL) (G2) ConcatPointwiseConv	1738.3 Ops/sec
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit	588.9 Ops/sec
(WebGL) (G1) ConcatGatherUnsorted	2788.0 Ops/sec
(WebGL) (G3) ConcatGatherUnsorted	283.1 Ops/sec
(CPU) (G1) ConcatPointwiseConv	19.1 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