Benchmark: (ColorfulCakeChen) CNN Embedding (96b9f70ed93b7160185f70fcb501b92334761434) 206

(ColorfulCakeChen) CNN Embedding (96b9f70ed93b7160185f70fcb501b92334761434) 206 (version: 206) Benchmark.js

Comparing performance of: Async wait for init (WASM) vs (WASM) AddGatherReshape_channelMultiplier_1 vs (WASM) SplitReshapeGatherConcat_channelMultiplier_1 vs (WASM) AddGatherReshape_channelMultiplier_2 vs (WASM) SplitReshapeGatherConcat_channelMultiplier_2 vs (WASM) AddGatherReshape_channelMultiplier_4 vs (WASM) SplitReshapeGatherConcat_channelMultiplier_4 vs (WASM) AddGatherReshape_channelMultiplier_8 vs (WASM) SplitReshapeGatherConcat_channelMultiplier_8 vs Async wait for init (WebGL) vs (WebGL) AddGatherReshape_channelMultiplier_1 vs (WebGL) SplitReshapeGatherConcat_channelMultiplier_1 vs (WebGL) AddGatherReshape_channelMultiplier_2 vs (WebGL) SplitReshapeGatherConcat_channelMultiplier_2 vs (WebGL) AddGatherReshape_channelMultiplier_4 vs (WebGL) SplitReshapeGatherConcat_channelMultiplier_4 vs (WebGL) AddGatherReshape_channelMultiplier_8 vs (WebGL) SplitReshapeGatherConcat_channelMultiplier_8 vs (WebGL) 9 vs (WebGL) 10 vs (WebGL) 11 vs (WebGL) 12 vs (WebGL) 13 vs (WebGL) 14 vs (WebGL) 15 vs (WebGL) 16 vs (WebGL) 17 vs (WebGL) 18 vs Async wait for init (CPU) vs (CPU) AddGatherReshape_channelMultiplier_1 vs (CPU) SplitReshapeGatherConcat_channelMultiplier_1 vs (CPU) AddGatherReshape_channelMultiplier_2 vs (CPU) SplitReshapeGatherConcat_channelMultiplier_2 vs (CPU) AddGatherReshape_channelMultiplier_4 vs (CPU) SplitReshapeGatherConcat_channelMultiplier_4 vs (CPU) AddGatherReshape_channelMultiplier_8 vs (CPU) SplitReshapeGatherConcat_channelMultiplier_8 vs (CPU) 9 vs (CPU) 10 vs (CPU) 11 vs (CPU) 12 vs (CPU) 13 vs (CPU) 14 vs (CPU) 15 vs (CPU) 16 vs (CPU) 17 vs (CPU) 18

Created: 5 years ago by: Registered User

Go to the latest result

HTML Preparation code:

<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4.22.0/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_Embedding..." );
    globalThis.jsPerf_Module = await import(
      "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@96b9f70ed93b7160185f70fcb501b92334761434/CNN/x_jsPerf/jsPerf_Embedding.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) AddGatherReshape_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_1" );
(WASM) SplitReshapeGatherConcat_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_1" );
(WASM) AddGatherReshape_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_2" );
(WASM) SplitReshapeGatherConcat_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_2" );
(WASM) AddGatherReshape_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_4" );
(WASM) SplitReshapeGatherConcat_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_4" );
(WASM) AddGatherReshape_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_8" );
(WASM) SplitReshapeGatherConcat_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_8" );
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) AddGatherReshape_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_1" );
(WebGL) SplitReshapeGatherConcat_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_1" );
(WebGL) AddGatherReshape_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_2" );
(WebGL) SplitReshapeGatherConcat_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_2" );
(WebGL) AddGatherReshape_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_4" );
(WebGL) SplitReshapeGatherConcat_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_4" );
(WebGL) AddGatherReshape_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_8" );
(WebGL) SplitReshapeGatherConcat_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_8" );
(WebGL) 9
9;
(WebGL) 10
10;
(WebGL) 11
11;
(WebGL) 12
12;
(WebGL) 13
13;
(WebGL) 14
14;
(WebGL) 15
15;
(WebGL) 16
16;
(WebGL) 17
17;
(WebGL) 18
18;
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) AddGatherReshape_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_1" );
(CPU) SplitReshapeGatherConcat_channelMultiplier_1
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_1" );
(CPU) AddGatherReshape_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_2" );
(CPU) SplitReshapeGatherConcat_channelMultiplier_2
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_2" );
(CPU) AddGatherReshape_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_4" );
(CPU) SplitReshapeGatherConcat_channelMultiplier_4
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_4" );
(CPU) AddGatherReshape_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "AddGatherReshape_channelMultiplier_8" );
(CPU) SplitReshapeGatherConcat_channelMultiplier_8
globalThis.testSet_108x192x4.testEmbedding_ByName( "SplitReshapeGatherConcat_channelMultiplier_8" );
(CPU) 9
9;
(CPU) 10
10;
(CPU) 11
11;
(CPU) 12
12;
(CPU) 13
13;
(CPU) 14
14;
(CPU) 15
15;
(CPU) 16
16;
(CPU) 17
17;
(CPU) 18
18;

Historical Performance Data aggregated from 6 community runs

Desktop Results:

Chrome 6 runs

(CPU) 10

41.7M/s

(CPU) 11

41.5M/s

(CPU) 9

41.2M/s

(CPU) 15

40.3M/s

(CPU) 17

39.7M/s

(WebGL) 14

39.6M/s

(WebGL) 13

39.4M/s

(CPU) 13

39.3M/s

(WebGL) 11

38.3M/s

(WebGL) 15

37.9M/s

(WebGL) 12

37.9M/s

(WebGL) 17

37.9M/s

(CPU) 18

37.7M/s

(WebGL) 16

37.6M/s

(CPU) 14

37.5M/s

(CPU) 16

37.3M/s

(WebGL) 18

37.1M/s

(CPU) 12

36.8M/s

(WebGL) 9

34.8M/s

(WebGL) 10

33.6M/s

(CPU) AddGatherReshape_channelMultiplier_1

357K/s

(WebGL) AddGatherReshape_channelMultiplier_1

244K/s

Async wait for init (WebGL)

45K/s

Async wait for init (CPU)

43K/s

Async wait for init (WASM)

34K/s

(WASM) AddGatherReshape_channelMultiplier_1

20K/s

(WebGL) AddGatherReshape_channelMultiplier_2

2K/s

(WebGL) AddGatherReshape_channelMultiplier_4

1K/s

(WebGL) AddGatherReshape_channelMultiplier_8

1K/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_1

323/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_2

299/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_4

255/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_8

211/s

(CPU) AddGatherReshape_channelMultiplier_2

23/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_1

21/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_2

15/s

(CPU) AddGatherReshape_channelMultiplier_4

15/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_1

10/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_4

10/s

(CPU) AddGatherReshape_channelMultiplier_8

9/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_2

9/s

(WASM) AddGatherReshape_channelMultiplier_2

8/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_4

8/s

(WASM) AddGatherReshape_channelMultiplier_4

7/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_8

6/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_8

6/s

(WASM) AddGatherReshape_channelMultiplier_8

5/s

Fastest: (CPU) 10 (9058825.9x faster)

View exact numbers

✓ (CPU) 10: 41,693,328 ops/sec
• (CPU) 11: 41,466,448 ops/sec
• (CPU) 9: 41,226,188 ops/sec
• (CPU) 15: 40,273,576 ops/sec
• (CPU) 17: 39,734,052 ops/sec
• (WebGL) 14: 39,608,136 ops/sec
• (WebGL) 13: 39,387,016 ops/sec
• (CPU) 13: 39,336,876 ops/sec
• (WebGL) 11: 38,262,392 ops/sec
• (WebGL) 15: 37,933,188 ops/sec
• (WebGL) 12: 37,930,124 ops/sec
• (WebGL) 17: 37,880,892 ops/sec
• (CPU) 18: 37,667,920 ops/sec
• (WebGL) 16: 37,637,084 ops/sec
• (CPU) 14: 37,539,384 ops/sec
• (CPU) 16: 37,254,976 ops/sec
• (WebGL) 18: 37,110,672 ops/sec
• (CPU) 12: 36,829,348 ops/sec
• (WebGL) 9: 34,832,704 ops/sec
• (WebGL) 10: 33,564,128 ops/sec
• (CPU) AddGatherReshape_channelMultiplier_1: 357,424 ops/sec
• (WebGL) AddGatherReshape_channelMultiplier_1: 244,342 ops/sec
• Async wait for init (WebGL): 44,925 ops/sec
• Async wait for init (CPU): 42,682 ops/sec
• Async wait for init (WASM): 34,042 ops/sec
• (WASM) AddGatherReshape_channelMultiplier_1: 19,670 ops/sec
• (WebGL) AddGatherReshape_channelMultiplier_2: 1,626 ops/sec
• (WebGL) AddGatherReshape_channelMultiplier_4: 1,377 ops/sec
• (WebGL) AddGatherReshape_channelMultiplier_8: 1,153 ops/sec
• (WebGL) SplitReshapeGatherConcat_channelMultiplier_1: 323 ops/sec
• (WebGL) SplitReshapeGatherConcat_channelMultiplier_2: 299 ops/sec
• (WebGL) SplitReshapeGatherConcat_channelMultiplier_4: 255 ops/sec
• (WebGL) SplitReshapeGatherConcat_channelMultiplier_8: 211 ops/sec
• (CPU) AddGatherReshape_channelMultiplier_2: 23 ops/sec
• (WASM) SplitReshapeGatherConcat_channelMultiplier_1: 21 ops/sec
• (WASM) SplitReshapeGatherConcat_channelMultiplier_2: 15 ops/sec
• (CPU) AddGatherReshape_channelMultiplier_4: 15 ops/sec
• (CPU) SplitReshapeGatherConcat_channelMultiplier_1: 10 ops/sec
• (WASM) SplitReshapeGatherConcat_channelMultiplier_4: 10 ops/sec
• (CPU) AddGatherReshape_channelMultiplier_8: 9 ops/sec
• (CPU) SplitReshapeGatherConcat_channelMultiplier_2: 9 ops/sec
• (WASM) AddGatherReshape_channelMultiplier_2: 8 ops/sec
• (CPU) SplitReshapeGatherConcat_channelMultiplier_4: 8 ops/sec
• (WASM) AddGatherReshape_channelMultiplier_4: 7 ops/sec
• (WASM) SplitReshapeGatherConcat_channelMultiplier_8: 6 ops/sec
• (CPU) SplitReshapeGatherConcat_channelMultiplier_8: 6 ops/sec
• (WASM) AddGatherReshape_channelMultiplier_8: 5 ops/sec

Results show median performance across all community submissions. Run this benchmark yourself to verify on your device.

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Async wait for init (WASM)
(WASM) AddGatherReshape_channelMultiplier_1
(WASM) SplitReshapeGatherConcat_channelMultiplier_1
(WASM) AddGatherReshape_channelMultiplier_2
(WASM) SplitReshapeGatherConcat_channelMultiplier_2
(WASM) AddGatherReshape_channelMultiplier_4
(WASM) SplitReshapeGatherConcat_channelMultiplier_4
(WASM) AddGatherReshape_channelMultiplier_8
(WASM) SplitReshapeGatherConcat_channelMultiplier_8
Async wait for init (WebGL)
(WebGL) AddGatherReshape_channelMultiplier_1
(WebGL) SplitReshapeGatherConcat_channelMultiplier_1
(WebGL) AddGatherReshape_channelMultiplier_2
(WebGL) SplitReshapeGatherConcat_channelMultiplier_2
(WebGL) AddGatherReshape_channelMultiplier_4
(WebGL) SplitReshapeGatherConcat_channelMultiplier_4
(WebGL) AddGatherReshape_channelMultiplier_8
(WebGL) SplitReshapeGatherConcat_channelMultiplier_8
(WebGL) 9
(WebGL) 10
(WebGL) 11
(WebGL) 12
(WebGL) 13
(WebGL) 14
(WebGL) 15
(WebGL) 16
(WebGL) 17
(WebGL) 18
Async wait for init (CPU)
(CPU) AddGatherReshape_channelMultiplier_1
(CPU) SplitReshapeGatherConcat_channelMultiplier_1
(CPU) AddGatherReshape_channelMultiplier_2
(CPU) SplitReshapeGatherConcat_channelMultiplier_2
(CPU) AddGatherReshape_channelMultiplier_4
(CPU) SplitReshapeGatherConcat_channelMultiplier_4
(CPU) AddGatherReshape_channelMultiplier_8
(CPU) SplitReshapeGatherConcat_channelMultiplier_8
(CPU) 9
(CPU) 10
(CPU) 11
(CPU) 12
(CPU) 13
(CPU) 14
(CPU) 15
(CPU) 16
(CPU) 17
(CPU) 18

Fastest: N/A

Slowest: N/A

Latest run results:

Run details: (Test run date: one year ago)

User agent: Mozilla/5.0 (X11; CrOS x86_64 14541.0.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/137.0.0.0 Safari/537.36

Browser/OS: Chrome 137 on Chrome OS 14541.0.0

View result in a separate tab

(CPU) 14

44.3M/s

(WebGL) 13

44.1M/s

(CPU) 12

43.6M/s

(CPU) 10

43.4M/s

(WebGL) 10

43.4M/s

(WebGL) 14

43.3M/s

(WebGL) 16

43.1M/s

(WebGL) 17

42.8M/s

(CPU) 18

42.4M/s

(CPU) 13

41.5M/s

(CPU) 11

41.5M/s

(CPU) 9

41.4M/s

(WebGL) 18

41.3M/s

(WebGL) 9

40.8M/s

(CPU) 15

40.3M/s

(CPU) 17

40.1M/s

(CPU) 16

39.9M/s

(WebGL) 11

39.2M/s

(WebGL) 15

37.2M/s

(WebGL) 12

36.5M/s

Async wait for init (WebGL)

2.7M/s

Async wait for init (CPU)

2.4M/s

Async wait for init (WASM)

1.8M/s

(CPU) AddGatherReshape_channelMultiplier_1

463K/s

(WebGL) AddGatherReshape_channelMultiplier_1

325K/s

(WASM) AddGatherReshape_channelMultiplier_1

25K/s

(WebGL) AddGatherReshape_channelMultiplier_2

2K/s

(WebGL) AddGatherReshape_channelMultiplier_4

2K/s

(WebGL) AddGatherReshape_channelMultiplier_8

1K/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_2

423/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_1

384/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_4

320/s

(WebGL) SplitReshapeGatherConcat_channelMultiplier_8

259/s

(CPU) AddGatherReshape_channelMultiplier_2

23/s

(WASM) AddGatherReshape_channelMultiplier_2

22/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_1

22/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_2

20/s

(WASM) AddGatherReshape_channelMultiplier_4

16/s

(CPU) AddGatherReshape_channelMultiplier_4

16/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_4

15/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_1

11/s

(WASM) AddGatherReshape_channelMultiplier_8

10/s

(WASM) SplitReshapeGatherConcat_channelMultiplier_8

10/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_2

10/s

(CPU) AddGatherReshape_channelMultiplier_8

9/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_4

8/s

(CPU) SplitReshapeGatherConcat_channelMultiplier_8

6/s

View exact numbers

Test name	Executions per second
✓ (CPU) 14	44,277,356 Ops/sec
(WebGL) 13	44,093,060 Ops/sec
(CPU) 12	43,552,816 Ops/sec
(CPU) 10	43,437,492 Ops/sec
(WebGL) 10	43,437,132 Ops/sec
(WebGL) 14	43,261,352 Ops/sec
(WebGL) 16	43,067,828 Ops/sec
(WebGL) 17	42,785,684 Ops/sec
(CPU) 18	42,360,580 Ops/sec
(CPU) 13	41,508,076 Ops/sec
(CPU) 11	41,506,492 Ops/sec
(CPU) 9	41,417,052 Ops/sec
(WebGL) 18	41,294,776 Ops/sec
(WebGL) 9	40,784,352 Ops/sec
(CPU) 15	40,282,572 Ops/sec
(CPU) 17	40,063,412 Ops/sec
(CPU) 16	39,861,776 Ops/sec
(WebGL) 11	39,156,728 Ops/sec
(WebGL) 15	37,186,940 Ops/sec
(WebGL) 12	36,532,016 Ops/sec
Async wait for init (WebGL)	2,737,472 Ops/sec
Async wait for init (CPU)	2,353,033 Ops/sec
Async wait for init (WASM)	1,760,942 Ops/sec
(CPU) AddGatherReshape_channelMultiplier_1	462,723 Ops/sec
(WebGL) AddGatherReshape_channelMultiplier_1	325,224 Ops/sec
(WASM) AddGatherReshape_channelMultiplier_1	24,690 Ops/sec
(WebGL) AddGatherReshape_channelMultiplier_2	1,798 Ops/sec
(WebGL) AddGatherReshape_channelMultiplier_4	1,781 Ops/sec
(WebGL) AddGatherReshape_channelMultiplier_8	1,279 Ops/sec
(WebGL) SplitReshapeGatherConcat_channelMultiplier_2	423 Ops/sec
(WebGL) SplitReshapeGatherConcat_channelMultiplier_1	384 Ops/sec
(WebGL) SplitReshapeGatherConcat_channelMultiplier_4	320 Ops/sec
(WebGL) SplitReshapeGatherConcat_channelMultiplier_8	259 Ops/sec
(CPU) AddGatherReshape_channelMultiplier_2	23 Ops/sec
(WASM) AddGatherReshape_channelMultiplier_2	22 Ops/sec
(WASM) SplitReshapeGatherConcat_channelMultiplier_1	22 Ops/sec
(WASM) SplitReshapeGatherConcat_channelMultiplier_2	20 Ops/sec
(WASM) AddGatherReshape_channelMultiplier_4	16 Ops/sec
(CPU) AddGatherReshape_channelMultiplier_4	16 Ops/sec
(WASM) SplitReshapeGatherConcat_channelMultiplier_4	15 Ops/sec
(CPU) SplitReshapeGatherConcat_channelMultiplier_1	11 Ops/sec
(WASM) AddGatherReshape_channelMultiplier_8	10 Ops/sec
(WASM) SplitReshapeGatherConcat_channelMultiplier_8	10 Ops/sec
(CPU) SplitReshapeGatherConcat_channelMultiplier_2	10 Ops/sec
(CPU) AddGatherReshape_channelMultiplier_8	9 Ops/sec
(CPU) SplitReshapeGatherConcat_channelMultiplier_4	8 Ops/sec
(CPU) SplitReshapeGatherConcat_channelMultiplier_8	6 Ops/sec

Autogenerated LLM Summary (model llama3.2:3b, generated one year ago):

LLMs can make mistakes. Check important info.

(ColorfulCakeChen) CNN Embedding (96b9f70ed93b7160185f70fcb501b92334761434) 206 (version: 206) Benchmark.js

Created: 5 years ago by: Registered User

Go to the latest result

Async wait for init (WASM)

(WASM) AddGatherReshape_channelMultiplier_1

(WASM) SplitReshapeGatherConcat_channelMultiplier_1

(WASM) AddGatherReshape_channelMultiplier_2

(WASM) SplitReshapeGatherConcat_channelMultiplier_2

(WASM) AddGatherReshape_channelMultiplier_4

(WASM) SplitReshapeGatherConcat_channelMultiplier_4

(WASM) AddGatherReshape_channelMultiplier_8

(WASM) SplitReshapeGatherConcat_channelMultiplier_8

Async wait for init (WebGL)

(WebGL) AddGatherReshape_channelMultiplier_1

(WebGL) SplitReshapeGatherConcat_channelMultiplier_1

(WebGL) AddGatherReshape_channelMultiplier_2

(WebGL) SplitReshapeGatherConcat_channelMultiplier_2

(WebGL) AddGatherReshape_channelMultiplier_4

(WebGL) SplitReshapeGatherConcat_channelMultiplier_4

(WebGL) AddGatherReshape_channelMultiplier_8

(WebGL) SplitReshapeGatherConcat_channelMultiplier_8

(WebGL) 9

(WebGL) 10

(WebGL) 11

(WebGL) 12

(WebGL) 13

(WebGL) 14

(WebGL) 15

(WebGL) 16

(WebGL) 17

(WebGL) 18

Async wait for init (CPU)

(CPU) AddGatherReshape_channelMultiplier_1

(CPU) SplitReshapeGatherConcat_channelMultiplier_1

(CPU) AddGatherReshape_channelMultiplier_2

(CPU) SplitReshapeGatherConcat_channelMultiplier_2

(CPU) AddGatherReshape_channelMultiplier_4

(CPU) SplitReshapeGatherConcat_channelMultiplier_4

(CPU) AddGatherReshape_channelMultiplier_8

(CPU) SplitReshapeGatherConcat_channelMultiplier_8

(CPU) 9

(CPU) 10

(CPU) 11

(CPU) 12

(CPU) 13

(CPU) 14

(CPU) 15

(CPU) 16

(CPU) 17

(CPU) 18

Historical Performance Data aggregated from 6 community runs

Desktop Results:

Chrome 6 runs

Suite status: <idle, ready to run>

Fastest: N/A

Slowest: N/A

Autogenerated LLM Summary (model llama3.2:3b, generated one year ago):

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