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)	539736.9 Ops/sec
(CPU) (G8) ConcatGatherUnsorted	7.7 Ops/sec
(CPU) (G8) SplitConcatSortedShared	4.3 Ops/sec
(CPU) (G8) ConcatPointwiseConv	11.7 Ops/sec
(CPU) (G4) ConcatReshapeTransposeReshapeSplit	3.8 Ops/sec
(CPU) (G4) ConcatGatherUnsorted	7.8 Ops/sec
(CPU) (G4) SplitConcatSortedShared	4.5 Ops/sec
(CPU) (G4) ConcatPointwiseConv	14.2 Ops/sec
(CPU) (G3) ConcatReshapeTransposeReshapeSplit	3.9 Ops/sec
(CPU) (G3) ConcatGatherUnsorted	7.7 Ops/sec
(CPU) (G3) SplitConcatSortedShared	4.4 Ops/sec
(CPU) (G3) ConcatPointwiseConv	14.3 Ops/sec
(CPU) (G2) ConcatReshapeTransposeReshapeSplit	3.9 Ops/sec
(CPU) (G2) ConcatGatherUnsorted	7.8 Ops/sec
(CPU) (G2) SplitConcatSortedShared	4.4 Ops/sec
(CPU) (G2) ConcatPointwiseConv	15.2 Ops/sec
(CPU) (G1) ConcatReshapeTransposeReshapeSplit	27.8 Ops/sec
(CPU) (G1) ConcatGatherUnsorted	8.2 Ops/sec
(CPU) (G8) ConcatReshapeTransposeReshapeSplit	3.8 Ops/sec
Async wait for init (CPU)	3200374.8 Ops/sec
(WebGL) (G1) ConcatPointwiseConv	1874.8 Ops/sec
(WebGL) (G1) SplitConcatSortedShared	80.6 Ops/sec
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit	451.2 Ops/sec
(WebGL) (G8) ConcatGatherUnsorted	142.2 Ops/sec
(WebGL) (G8) SplitConcatSortedShared	372.9 Ops/sec
(WebGL) (G8) ConcatPointwiseConv	540.2 Ops/sec
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit	479.3 Ops/sec
(WebGL) (G4) ConcatGatherUnsorted	264.9 Ops/sec
(WebGL) (G4) SplitConcatSortedShared	410.8 Ops/sec
(WebGL) (G4) ConcatPointwiseConv	1081.5 Ops/sec
(CPU) (G1) SplitConcatSortedShared	4.4 Ops/sec
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit	674.0 Ops/sec
(WebGL) (G3) SplitConcatSortedShared	445.0 Ops/sec
(WebGL) (G3) ConcatPointwiseConv	1288.5 Ops/sec
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit	670.5 Ops/sec
(WebGL) (G2) ConcatGatherUnsorted	490.8 Ops/sec
(WebGL) (G2) SplitConcatSortedShared	430.6 Ops/sec
(WebGL) (G2) ConcatPointwiseConv	1656.6 Ops/sec
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit	673.0 Ops/sec
(WebGL) (G1) ConcatGatherUnsorted	3141.0 Ops/sec
(WebGL) (G3) ConcatGatherUnsorted	236.8 Ops/sec
(CPU) (G1) ConcatPointwiseConv	17.3 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