Run results for: (ColorfulCakeChen) CNN Block (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 1480

Run details:

User agent: Mozilla/5.0 (Linux; Android 9; ASUS_X00TDB) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.105 Mobile Safari/537.36

Browser: Chrome Mobile 89

Operating system: Android

Device Platform: Mobile

Date tested: 3 years ago

Test name	Executions per second
Async wait for init (WASM)	433533.4 Ops/sec
(CPU) PointDepthPoint by DConv_2_bias_COS_AddInputToOutput	3.2 Ops/sec
(CPU) PointDepthPoint by Max_bias_COS_AddInputToOutput	4.7 Ops/sec
(CPU) PointDepthPoint by Avg_bias_COS_AddInputToOutput	4.8 Ops/sec
(CPU) PointDepthPoint by DConv_1_bias_COS_AddInputToOutput	4.4 Ops/sec
Async wait for init (CPU)	1545429.1 Ops/sec
(WebGL) PointDepthPoint by DConv_2_COS	222.2 Ops/sec
(WebGL) PointDepthPoint by DConv_2_COS_AddInputToOutput	270.8 Ops/sec
(WebGL) PointDepthPoint by DConv_2_bias_COS_AddInputToOutput	196.2 Ops/sec
(CPU) PointDepthPoint by DConv_2_COS_AddInputToOutput	6.9 Ops/sec
(WebGL) PointDepthPoint by Max_bias_COS_AddInputToOutput	351.3 Ops/sec
(WebGL) PointDepthPoint by DConv_1_bias_COS_AddInputToOutput	295.2 Ops/sec
Async wait for init (WebGL)	1560123.6 Ops/sec
(WASM) PointDepthPoint by DConv_2_COS	9.4 Ops/sec
(WASM) PointDepthPoint by DConv_2_COS_AddInputToOutput	9.3 Ops/sec
(WASM) PointDepthPoint by DConv_2_bias_COS_AddInputToOutput	8.1 Ops/sec
(WASM) PointDepthPoint by Max_bias_COS_AddInputToOutput	11.5 Ops/sec
(WASM) PointDepthPoint by Avg_bias_COS_AddInputToOutput	11.9 Ops/sec
(WASM) PointDepthPoint by DConv_1_bias_COS_AddInputToOutput	11.0 Ops/sec
(WebGL) PointDepthPoint by Avg_bias_COS_AddInputToOutput	333.3 Ops/sec
(CPU) PointDepthPoint by DConv_2_COS	6.9 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:

globalThis.backendName_testing = undefined;
globalThis.jsPerf_Module = undefined;
globalThis.testCorrectnessIterator = undefined;

async function init( backendName ) {
  if ( !globalThis.jsPerf_Module ) {
    console.log( "import jsPerf_Block..." );
    globalThis.jsPerf_Module = await import(
      "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@7a14a93d6a6fb3d37102b348f9c761548ee84d4e/CNN/jsPerf/jsPerf_Block.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 (WASM)
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.initPromiseWASM ) { globalThis.initPromiseWASM = init( backendName ); } else { globalThis.initPromiseWASM.then( ( done ) => { if ( !done ) { globalThis.initPromiseWASM = init( backendName ); } else { } }); }
(WASM) DConv_32_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_32_bias_COS_P128_bias" );
(WASM) P128_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "P128_bias_COS_P128_bias" );
(WASM) DConv_2_bias_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_bias_COS_AddInputToOutput" );
(WASM) DConv_2_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS_AddInputToOutput" );
(WASM) DConv_2_COS
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS" );
Async wait for init (WebGL)
const backendName = "webgl"; //const backendName = "cpu"; if ( !globalThis.initPromiseWebGL ) { globalThis.initPromiseWebGL = init( backendName ); } else { globalThis.initPromiseWebGL.then( ( done ) => { if ( !done ) { globalThis.initPromiseWebGL = init( backendName ); } else { } }); }
(WebGL) DConv_1_bias_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_1_bias_COS_AddInputToOutput" );
(WebGL) DConv_32_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_32_bias_COS_P128_bias" );
(WebGL) P128_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "P128_bias_COS_P128_bias" );
(WebGL) DConv_2_bias_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_bias_COS_AddInputToOutput" );
(WebGL) DConv_2_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS_AddInputToOutput" );
(WebGL) DConv_2_COS
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS" );
Async wait for init (CPU)
const backendName = "cpu"; //const backendName = "wasm"; if ( !globalThis.initPromiseCPU ) { globalThis.initPromiseCPU = init( backendName ); } else { globalThis.initPromiseCPU.then( ( done ) => { if ( !done ) { globalThis.initPromiseCPU = init( backendName ); } else { } }); }
(CPU) DConv_1_bias_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_1_bias_COS_AddInputToOutput" );
(CPU) DConv_32_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_32_bias_COS_P128_bias" );
(CPU) P128_bias_COS_P128_bias
globalThis.testSet_108x192x4.testBlock_ByName( "P128_bias_COS_P128_bias" );
(CPU) DConv_2_bias_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_bias_COS_AddInputToOutput" );
(CPU) DConv_2_COS_AddInputToOutput
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS_AddInputToOutput" );
(CPU) DConv_2_COS
globalThis.testSet_108x192x4.testBlock_ByName( "DConv_2_COS" );

Run results for: (ColorfulCakeChen) CNN Block (7a14a93d6a6fb3d37102b348f9c761548ee84d4e) 1480

Async wait for init (WASM)

(WASM) DConv_32_bias_COS_P128_bias

(WASM) P128_bias_COS_P128_bias

(WASM) DConv_2_bias_COS_AddInputToOutput

(WASM) DConv_2_COS_AddInputToOutput

(WASM) DConv_2_COS

Async wait for init (WebGL)

(WebGL) DConv_1_bias_COS_AddInputToOutput

(WebGL) DConv_32_bias_COS_P128_bias

(WebGL) P128_bias_COS_P128_bias

(WebGL) DConv_2_bias_COS_AddInputToOutput

(WebGL) DConv_2_COS_AddInputToOutput

(WebGL) DConv_2_COS

Async wait for init (CPU)

(CPU) DConv_1_bias_COS_AddInputToOutput

(CPU) DConv_32_bias_COS_P128_bias

(CPU) P128_bias_COS_P128_bias

(CPU) DConv_2_bias_COS_AddInputToOutput

(CPU) DConv_2_COS_AddInputToOutput

(CPU) DConv_2_COS