Benchmark: (ColorfulCakeChen) Image Scaling (50c1b285ff7c7f8c656c388365b4043528642d6b) 93

(ColorfulCakeChen) Image Scaling (50c1b285ff7c7f8c656c388365b4043528642d6b) 93 (version: 93)

Comparing performance of: Async wait for init (WASM) vs (General) OffscreenCanvas_from_Canvas vs (General) OffscreenCanvas_from_Canvas_ImageData vs (General) OffscreenCanvas_from_OffscreenCanvas vs (General) OffscreenCanvas_from_OffscreenCanvas_ImageData vs (WASM) 1 vs (WASM) Tensor_from_Canvas vs (WASM) Tensor_from_Canvas_ImageData vs (WASM) Tensor_from_Canvas_TypedArray vs (WASM) Tensor_from_OffscreenCanvas vs (WASM) Tensor_from_OffscreenCanvas_ImageData vs (WASM) Tensor_from_OffscreenCanvas_TypedArray vs (WASM) 2 vs Async wait for init (CPU) vs (CPU) Tensor_from_Canvas vs (CPU) Tensor_from_Canvas_ImageData vs (CPU) Tensor_from_Canvas_TypedArray vs (CPU) Tensor_from_OffscreenCanvas vs (CPU) Tensor_from_OffscreenCanvas_ImageData vs (CPU) Tensor_from_OffscreenCanvas_TypedArray vs (CPU) 1 vs Async wait for init (WebGL) vs (WebGL) Tensor_from_Canvas vs (WebGL) Tensor_from_Canvas_ImageData vs (WebGL) Tensor_from_Canvas_TypedArray vs (WebGL) Tensor_from_OffscreenCanvas vs (WebGL) Tensor_from_OffscreenCanvas_ImageData vs (WebGL) Tensor_from_OffscreenCanvas_TypedArray

Created: 11 months ago by: Registered User

Jump to the latest result

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_ImageScaling..." );
    globalThis.jsPerf_Module = await import(
      "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@50c1b285ff7c7f8c656c388365b4043528642d6b/CNN/jsPerf/jsPerf_ImageScaling.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 { } }); }
(General) OffscreenCanvas_from_Canvas
globalThis.testSet_108x192x4.testImageScaling_by_OffscreenCanvas_from_Canvas();
(General) OffscreenCanvas_from_Canvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_OffscreenCanvas_from_Canvas_ImageData();
(General) OffscreenCanvas_from_OffscreenCanvas
globalThis.testSet_108x192x4.testImageScaling_by_OffscreenCanvas_from_OffscreenCanvas();
(General) OffscreenCanvas_from_OffscreenCanvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_OffscreenCanvas_from_OffscreenCanvas_ImageData();
(WASM) 1
1;
(WASM) Tensor_from_Canvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas();
(WASM) Tensor_from_Canvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_ImageData();
(WASM) Tensor_from_Canvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_TypedArray();
(WASM) Tensor_from_OffscreenCanvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas();
(WASM) Tensor_from_OffscreenCanvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_ImageData();
(WASM) Tensor_from_OffscreenCanvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_TypedArray();
(WASM) 2
2;
Async wait for init (CPU)
const backendName = "cpu"; if ( !globalThis.initPromiseCPU ) { globalThis.initPromiseCPU = init( backendName ); } else { globalThis.initPromiseCPU.then( ( done ) => { if ( !done ) { globalThis.initPromiseCPU = init( backendName ); } else { } }); }
(CPU) Tensor_from_Canvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas();
(CPU) Tensor_from_Canvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_ImageData();
(CPU) Tensor_from_Canvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_TypedArray();
(CPU) Tensor_from_OffscreenCanvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas();
(CPU) Tensor_from_OffscreenCanvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_ImageData();
(CPU) Tensor_from_OffscreenCanvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_TypedArray();
(CPU) 1
1;
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) Tensor_from_Canvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas();
(WebGL) Tensor_from_Canvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_ImageData();
(WebGL) Tensor_from_Canvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_Canvas_TypedArray();
(WebGL) Tensor_from_OffscreenCanvas
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas();
(WebGL) Tensor_from_OffscreenCanvas_ImageData
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_ImageData();
(WebGL) Tensor_from_OffscreenCanvas_TypedArray
globalThis.testSet_108x192x4.testImageScaling_by_Tensor_from_OffscreenCanvas_TypedArray();

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Async wait for init (WASM)
(General) OffscreenCanvas_from_Canvas
(General) OffscreenCanvas_from_Canvas_ImageData
(General) OffscreenCanvas_from_OffscreenCanvas
(General) OffscreenCanvas_from_OffscreenCanvas_ImageData
(WASM) 1
(WASM) Tensor_from_Canvas
(WASM) Tensor_from_Canvas_ImageData
(WASM) Tensor_from_Canvas_TypedArray
(WASM) Tensor_from_OffscreenCanvas
(WASM) Tensor_from_OffscreenCanvas_ImageData
(WASM) Tensor_from_OffscreenCanvas_TypedArray
(WASM) 2
Async wait for init (CPU)
(CPU) Tensor_from_Canvas
(CPU) Tensor_from_Canvas_ImageData
(CPU) Tensor_from_Canvas_TypedArray
(CPU) Tensor_from_OffscreenCanvas
(CPU) Tensor_from_OffscreenCanvas_ImageData
(CPU) Tensor_from_OffscreenCanvas_TypedArray
(CPU) 1
Async wait for init (WebGL)
(WebGL) Tensor_from_Canvas
(WebGL) Tensor_from_Canvas_ImageData
(WebGL) Tensor_from_Canvas_TypedArray
(WebGL) Tensor_from_OffscreenCanvas
(WebGL) Tensor_from_OffscreenCanvas_ImageData
(WebGL) Tensor_from_OffscreenCanvas_TypedArray

Fastest: N/A

Slowest: N/A

ⓘ Get performance results from real users on your website with Request Metrics.

Website Performance Monitoring by Request Metrics

Latest run results:

Run details: (Test run date: 9 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 (WASM)	481196.5 Ops/sec
(WebGL) Tensor_from_OffscreenCanvas	14.2 Ops/sec
(WebGL) Tensor_from_Canvas_TypedArray	3.4 Ops/sec
(WebGL) Tensor_from_Canvas_ImageData	10.6 Ops/sec
(WebGL) Tensor_from_Canvas	13.6 Ops/sec
Async wait for init (WebGL)	1006455.0 Ops/sec
(CPU) 1	411615900.0 Ops/sec
(CPU) Tensor_from_OffscreenCanvas_TypedArray	9.9 Ops/sec
(CPU) Tensor_from_OffscreenCanvas_ImageData	9.9 Ops/sec
(CPU) Tensor_from_OffscreenCanvas	9.6 Ops/sec
(CPU) Tensor_from_Canvas_TypedArray	9.8 Ops/sec
(CPU) Tensor_from_Canvas_ImageData	9.3 Ops/sec
(CPU) Tensor_from_Canvas	9.2 Ops/sec
Async wait for init (CPU)	987574.8 Ops/sec
(WASM) 2	410434900.0 Ops/sec
(WASM) Tensor_from_OffscreenCanvas_TypedArray	7.8 Ops/sec
(WASM) Tensor_from_OffscreenCanvas_ImageData	7.7 Ops/sec
(WASM) Tensor_from_OffscreenCanvas	7.6 Ops/sec
(WASM) Tensor_from_Canvas_TypedArray	7.6 Ops/sec
(WASM) Tensor_from_Canvas_ImageData	7.8 Ops/sec
(WASM) Tensor_from_Canvas	7.9 Ops/sec
(WASM) 1	413528500.0 Ops/sec
(General) OffscreenCanvas_from_OffscreenCanvas_ImageData	15.2 Ops/sec
(General) OffscreenCanvas_from_OffscreenCanvas	587.0 Ops/sec
(General) OffscreenCanvas_from_Canvas_ImageData	6.9 Ops/sec
(General) OffscreenCanvas_from_Canvas	621.2 Ops/sec
(WebGL) Tensor_from_OffscreenCanvas_ImageData	10.3 Ops/sec
(WebGL) Tensor_from_OffscreenCanvas_TypedArray	3.5 Ops/sec

(ColorfulCakeChen) Image Scaling (50c1b285ff7c7f8c656c388365b4043528642d6b) 93 (version: 93)

Created: 11 months ago by: Registered User

Jump to the latest result

Async wait for init (WASM)

(General) OffscreenCanvas_from_Canvas

(General) OffscreenCanvas_from_Canvas_ImageData

(General) OffscreenCanvas_from_OffscreenCanvas

(General) OffscreenCanvas_from_OffscreenCanvas_ImageData

(WASM) 1

(WASM) Tensor_from_Canvas

(WASM) Tensor_from_Canvas_ImageData

(WASM) Tensor_from_Canvas_TypedArray

(WASM) Tensor_from_OffscreenCanvas

(WASM) Tensor_from_OffscreenCanvas_ImageData

(WASM) Tensor_from_OffscreenCanvas_TypedArray

(WASM) 2

Async wait for init (CPU)

(CPU) Tensor_from_Canvas

(CPU) Tensor_from_Canvas_ImageData

(CPU) Tensor_from_Canvas_TypedArray

(CPU) Tensor_from_OffscreenCanvas

(CPU) Tensor_from_OffscreenCanvas_ImageData

(CPU) Tensor_from_OffscreenCanvas_TypedArray

(CPU) 1

Async wait for init (WebGL)

(WebGL) Tensor_from_Canvas

(WebGL) Tensor_from_Canvas_ImageData

(WebGL) Tensor_from_Canvas_TypedArray

(WebGL) Tensor_from_OffscreenCanvas

(WebGL) Tensor_from_OffscreenCanvas_ImageData

(WebGL) Tensor_from_OffscreenCanvas_TypedArray

Suite status: <idle, ready to run>

Experimental features:

Fastest: N/A

Slowest: N/A