Benchmark: (ColorfulCakeChen) CNN Stage (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 424

(ColorfulCakeChen) CNN Stage (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 424 (version: 424)

Comparing performance of: Async wait for init (CPU) vs (CPU) MobileNetV1_bPointwise1_true vs (CPU) MobileNetV1_padValid_bPointwise1_true vs (CPU) MobileNetV2_Thin_bPointwise1_true vs (CPU) MobileNetV2_bPointwise1_true vs (CPU) ShuffleNetV2_bPointwise1_true vs (CPU) ShuffleNetV2_byPointwise21_bPointwise1_true vs (CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true vs (CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true vs (CPU) 10 vs (CPU) 11 vs (CPU) 12 vs (CPU) 13 vs Async wait for init (WASM) vs (WASM) MobileNetV1_bPointwise1_true vs (WASM) MobileNetV1_padValid_bPointwise1_true vs (WASM) MobileNetV2_Thin_bPointwise1_true vs (WASM) MobileNetV2_bPointwise1_true vs (WASM) ShuffleNetV2_bPointwise1_true vs (WASM) ShuffleNetV2_byPointwise21_bPointwise1_true vs (WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true vs (WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true vs (WASM) 23 vs (WASM) 24 vs (WASM) 25 vs (WASM) 26 vs Async wait for init (WebGL) vs (WebGL) MobileNetV1_bPointwise1_true vs (WebGL) MobileNetV1_padValid_bPointwise1_true vs (WebGL) MobileNetV2_Thin_bPointwise1_true vs (WebGL) MobileNetV2_bPointwise1_true vs (WebGL) ShuffleNetV2_bPointwise1_true vs (WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true vs (WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true vs (WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true vs (WebGL) 36 vs (WebGL) 37 vs (WebGL) 38 vs (WebGL) 39

Created: 2 years ago by: Registered User

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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:

globalThis.backendName_testing = undefined;
globalThis.jsPerf_Module = undefined;
globalThis.testCorrectnessIterator = undefined;

async function init( backendName ) {
  if ( !globalThis.jsPerf_Module ) {
    console.log( "import jsPerf_Stage..." );
    globalThis.jsPerf_Module = await import(
      "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@7a14a93d6a6fb3d37102b348f9c761548ee84d4e/CNN/jsPerf/jsPerf_Stage.js" );
  }

  if ( backendName_testing != backendName ) {
    console.log( `Change backend to "${backendName}"...` );
    globalThis.backendName_testing = backendName;

    globalThis.jsPerf_Module.disposeResources();

    await tf.ready();
    await tf.setBackend( backendName );

    globalThis.jsPerf_Module.init();
  	globalThis.testCorrectnessIterator = jsPerf_Module.testCorrectness();
  }

  if ( !globalThis.testCorrectnessIterator )
    return true;

  let testCorrectnessYield = globalThis.testCorrectnessIterator.next();
  if ( testCorrectnessYield.done ) {
    console.log( `${backendName}, initialization done.` );
    globalThis.testCorrectnessIterator = null;
    return true;
  } else {
	return false;
  }
}

Tests:

Async wait for init (CPU)
if ( ( globalThis.initPromiseWASM ) && ( globalThis.initPromiseWebGL ) && ( globalThis.initPromiseCPU ) ) { // For benchmark re-run. globalThis.initPromiseWASM = globalThis.initPromiseWebGL = globalThis.initPromiseCPU = null; } //const backendName = "wasm"; //const backendName = "webgl"; const backendName = "cpu"; if ( !globalThis.initPromiseCPU ) { globalThis.initPromiseCPU = init( backendName ); } else { globalThis.initPromiseCPU.then( ( done ) => { if ( !done ) { globalThis.initPromiseCPU = init( backendName ); } else { } }); }
(CPU) MobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_bPointwise1_true" );
(CPU) MobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_padValid_bPointwise1_true" );
(CPU) MobileNetV2_Thin_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_Thin_bPointwise1_true" );
(CPU) MobileNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_bPointwise1_true" );
(CPU) ShuffleNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_bPointwise1_true" );
(CPU) ShuffleNetV2_byPointwise21_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byPointwise21_bPointwise1_true" );
(CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_bPointwise1_true" );
(CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true" );
(CPU) 10
;
(CPU) 11
;
(CPU) 12
;
(CPU) 13
;
Async wait for init (WASM)
//const backendName = "wasm"; const backendName = "cpu"; if ( !globalThis.initPromiseWASM ) { globalThis.initPromiseWASM = init( backendName ); } else { globalThis.initPromiseWASM.then( ( done ) => { if ( !done ) { globalThis.initPromiseWASM = init( backendName ); } else { } }); }
(WASM) MobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_bPointwise1_true" );
(WASM) MobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_padValid_bPointwise1_true" );
(WASM) MobileNetV2_Thin_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_Thin_bPointwise1_true" );
(WASM) MobileNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_bPointwise1_true" );
(WASM) ShuffleNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_bPointwise1_true" );
(WASM) ShuffleNetV2_byPointwise21_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byPointwise21_bPointwise1_true" );
(WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_bPointwise1_true" );
(WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true" );
(WASM) 23
;
(WASM) 24
;
(WASM) 25
;
(WASM) 26
;
Async wait for init (WebGL)
const backendName = "webgl"; if ( !globalThis.initPromiseWebGL ) { globalThis.initPromiseWebGL = init( backendName ); } else { globalThis.initPromiseWebGL.then( ( done ) => { if ( !done ) { globalThis.initPromiseWebGL = init( backendName ); } else { } }); }
(WebGL) MobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_bPointwise1_true" );
(WebGL) MobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV1_padValid_bPointwise1_true" );
(WebGL) MobileNetV2_Thin_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_Thin_bPointwise1_true" );
(WebGL) MobileNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "MobileNetV2_bPointwise1_true" );
(WebGL) ShuffleNetV2_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_bPointwise1_true" );
(WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byPointwise21_bPointwise1_true" );
(WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_bPointwise1_true" );
(WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
globalThis.testSet_108x192x4.testStage_ByName( "ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true" );
(WebGL) 36
;
(WebGL) 37
;
(WebGL) 38
;
(WebGL) 39
;

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Async wait for init (CPU)
(CPU) MobileNetV1_bPointwise1_true
(CPU) MobileNetV1_padValid_bPointwise1_true
(CPU) MobileNetV2_Thin_bPointwise1_true
(CPU) MobileNetV2_bPointwise1_true
(CPU) ShuffleNetV2_bPointwise1_true
(CPU) ShuffleNetV2_byPointwise21_bPointwise1_true
(CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true
(CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
(CPU) 10
(CPU) 11
(CPU) 12
(CPU) 13
Async wait for init (WASM)
(WASM) MobileNetV1_bPointwise1_true
(WASM) MobileNetV1_padValid_bPointwise1_true
(WASM) MobileNetV2_Thin_bPointwise1_true
(WASM) MobileNetV2_bPointwise1_true
(WASM) ShuffleNetV2_bPointwise1_true
(WASM) ShuffleNetV2_byPointwise21_bPointwise1_true
(WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true
(WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
(WASM) 23
(WASM) 24
(WASM) 25
(WASM) 26
Async wait for init (WebGL)
(WebGL) MobileNetV1_bPointwise1_true
(WebGL) MobileNetV1_padValid_bPointwise1_true
(WebGL) MobileNetV2_Thin_bPointwise1_true
(WebGL) MobileNetV2_bPointwise1_true
(WebGL) ShuffleNetV2_bPointwise1_true
(WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true
(WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true
(WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true
(WebGL) 36
(WebGL) 37
(WebGL) 38
(WebGL) 39

Fastest: N/A

Slowest: N/A

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Latest run results:

Run details: (Test run date: 10 months ago)

User agent: Mozilla/5.0 (X11; CrOS x86_64 14541.0.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36

Browser/OS: Chrome 114 on Chrome OS 14541.0.0

View result in a separate tab

Test name	Executions per second
Async wait for init (CPU)	31627.6 Ops/sec
(WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	4.1 Ops/sec
(WASM) 23	386369200.0 Ops/sec
(WASM) 24	382880600.0 Ops/sec
(WASM) 25	388692400.0 Ops/sec
(WASM) 26	399664400.0 Ops/sec
Async wait for init (WebGL)	56103.9 Ops/sec
(WebGL) MobileNetV1_bPointwise1_true	76.3 Ops/sec
(WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true	3.5 Ops/sec
(WebGL) MobileNetV1_padValid_bPointwise1_true	69.9 Ops/sec
(WebGL) MobileNetV2_bPointwise1_true	52.8 Ops/sec
(WebGL) ShuffleNetV2_bPointwise1_true	49.9 Ops/sec
(WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true	40.4 Ops/sec
(WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true	74.0 Ops/sec
(WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	69.0 Ops/sec
(WebGL) 36	347466000.0 Ops/sec
(WebGL) 37	385951200.0 Ops/sec
(WebGL) MobileNetV2_Thin_bPointwise1_true	48.4 Ops/sec
(WebGL) 38	335581200.0 Ops/sec
(WASM) ShuffleNetV2_byPointwise21_bPointwise1_true	4.2 Ops/sec
(WASM) MobileNetV2_bPointwise1_true	1.9 Ops/sec
(CPU) MobileNetV1_bPointwise1_true	3.1 Ops/sec
(CPU) MobileNetV1_padValid_bPointwise1_true	4.0 Ops/sec
(CPU) MobileNetV2_Thin_bPointwise1_true	2.8 Ops/sec
(CPU) MobileNetV2_bPointwise1_true	1.6 Ops/sec
(CPU) ShuffleNetV2_bPointwise1_true	4.5 Ops/sec
(CPU) ShuffleNetV2_byPointwise21_bPointwise1_true	3.2 Ops/sec
(CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true	2.6 Ops/sec
(WASM) ShuffleNetV2_bPointwise1_true	5.5 Ops/sec
(CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	3.4 Ops/sec
(CPU) 11	268160400.0 Ops/sec
(CPU) 12	278375200.0 Ops/sec
(CPU) 13	274270300.0 Ops/sec
Async wait for init (WASM)	55286.5 Ops/sec
(WASM) MobileNetV1_bPointwise1_true	3.3 Ops/sec
(WASM) MobileNetV1_padValid_bPointwise1_true	4.7 Ops/sec
(WASM) MobileNetV2_Thin_bPointwise1_true	3.2 Ops/sec
(CPU) 10	268299500.0 Ops/sec
(WebGL) 39	409338900.0 Ops/sec

(ColorfulCakeChen) CNN Stage (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 424 (version: 424)

Created: 2 years ago by: Registered User

Jump to the latest result

Async wait for init (CPU)

(CPU) MobileNetV1_bPointwise1_true

(CPU) MobileNetV1_padValid_bPointwise1_true

(CPU) MobileNetV2_Thin_bPointwise1_true

(CPU) MobileNetV2_bPointwise1_true

(CPU) ShuffleNetV2_bPointwise1_true

(CPU) ShuffleNetV2_byPointwise21_bPointwise1_true

(CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true

(CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true

(CPU) 10

(CPU) 11

(CPU) 12

(CPU) 13

Async wait for init (WASM)

(WASM) MobileNetV1_bPointwise1_true

(WASM) MobileNetV1_padValid_bPointwise1_true

(WASM) MobileNetV2_Thin_bPointwise1_true

(WASM) MobileNetV2_bPointwise1_true

(WASM) ShuffleNetV2_bPointwise1_true

(WASM) ShuffleNetV2_byPointwise21_bPointwise1_true

(WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true

(WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true

(WASM) 23

(WASM) 24

(WASM) 25

(WASM) 26

Async wait for init (WebGL)

(WebGL) MobileNetV1_bPointwise1_true

(WebGL) MobileNetV1_padValid_bPointwise1_true

(WebGL) MobileNetV2_Thin_bPointwise1_true

(WebGL) MobileNetV2_bPointwise1_true

(WebGL) ShuffleNetV2_bPointwise1_true

(WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true

(WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true

(WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true

(WebGL) 36

(WebGL) 37

(WebGL) 38

(WebGL) 39

Suite status: <idle, ready to run>

Experimental features:

Fastest: N/A

Slowest: N/A