Run results for: (ColorfulCakeChen) CNN Stage (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 424

Run details:

User agent: Mozilla/5.0 (X11; CrOS x86_64 14816.131.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/103.0.0.0 Safari/537.36

Browser: Chrome 103

Operating system: Chrome OS 14816.131.0

Device Platform: Desktop

Date tested: one year ago

Test name	Executions per second
Async wait for init (CPU)	44575.9 Ops/sec
(WASM) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	3.9 Ops/sec
(WASM) 23	388562000.0 Ops/sec
(WASM) 24	402753600.0 Ops/sec
(WASM) 25	399696400.0 Ops/sec
(WASM) 26	382158500.0 Ops/sec
Async wait for init (WebGL)	49232.3 Ops/sec
(WebGL) MobileNetV1_bPointwise1_true	61.5 Ops/sec
(WASM) ShuffleNetV2_byMobileNetV1_bPointwise1_true	3.0 Ops/sec
(WebGL) MobileNetV1_padValid_bPointwise1_true	59.3 Ops/sec
(WebGL) MobileNetV2_bPointwise1_true	58.7 Ops/sec
(WebGL) ShuffleNetV2_bPointwise1_true	53.6 Ops/sec
(WebGL) ShuffleNetV2_byPointwise21_bPointwise1_true	45.2 Ops/sec
(WebGL) ShuffleNetV2_byMobileNetV1_bPointwise1_true	74.5 Ops/sec
(WebGL) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	71.6 Ops/sec
(WebGL) 36	405314600.0 Ops/sec
(WebGL) 37	407798000.0 Ops/sec
(WebGL) MobileNetV2_Thin_bPointwise1_true	66.6 Ops/sec
(WebGL) 38	94441100.0 Ops/sec
(WASM) ShuffleNetV2_byPointwise21_bPointwise1_true	3.5 Ops/sec
(WASM) MobileNetV2_bPointwise1_true	1.3 Ops/sec
(CPU) MobileNetV1_bPointwise1_true	2.8 Ops/sec
(CPU) MobileNetV1_padValid_bPointwise1_true	3.7 Ops/sec
(CPU) MobileNetV2_Thin_bPointwise1_true	2.6 Ops/sec
(CPU) MobileNetV2_bPointwise1_true	1.4 Ops/sec
(CPU) ShuffleNetV2_bPointwise1_true	4.3 Ops/sec
(CPU) ShuffleNetV2_byPointwise21_bPointwise1_true	3.5 Ops/sec
(CPU) ShuffleNetV2_byMobileNetV1_bPointwise1_true	2.8 Ops/sec
(WASM) ShuffleNetV2_bPointwise1_true	4.4 Ops/sec
(CPU) ShuffleNetV2_byMobileNetV1_padValid_bPointwise1_true	3.6 Ops/sec
(CPU) 11	398990400.0 Ops/sec
(CPU) 12	367347400.0 Ops/sec
(CPU) 13	396204400.0 Ops/sec
Async wait for init (WASM)	48336.1 Ops/sec
(WASM) MobileNetV1_bPointwise1_true	2.9 Ops/sec
(WASM) MobileNetV1_padValid_bPointwise1_true	3.8 Ops/sec
(WASM) MobileNetV2_Thin_bPointwise1_true	2.7 Ops/sec
(CPU) 10	390948400.0 Ops/sec
(WebGL) 39	42173000.0 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:

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
;

Run results for: (ColorfulCakeChen) CNN Stage (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 424

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