Benchmark: (ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98

(ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98 (version: 98)

Comparing performance of: Async wait for init (WebGL) vs (WebGL) (G8) ConcatReshapeTransposeReshapeSplit vs (WebGL) (G8) ConcatGatherUnsorted vs (WebGL) (G8) SplitConcatSortedShared vs (WebGL) (G8) ConcatPointwiseConv vs (WebGL) (G4) ConcatReshapeTransposeReshapeSplit vs (WebGL) (G4) ConcatGatherUnsorted vs (WebGL) (G4) SplitConcatSortedShared vs (WebGL) (G4) ConcatPointwiseConv vs (WebGL) (G3) ConcatReshapeTransposeReshapeSplit vs (WebGL) (G3) ConcatGatherUnsorted vs (WebGL) (G3) SplitConcatSortedShared vs (WebGL) (G3) ConcatPointwiseConv vs (WebGL) (G2) ConcatReshapeTransposeReshapeSplit vs (WebGL) (G2) ConcatGatherUnsorted vs (WebGL) (G2) SplitConcatSortedShared vs (WebGL) (G2) ConcatPointwiseConv vs (WebGL) (G1) ConcatReshapeTransposeReshapeSplit vs (WebGL) (G1) ConcatGatherUnsorted vs (WebGL) (G1) SplitConcatSortedShared vs (WebGL) (G1) ConcatPointwiseConv vs Async wait for init (CPU) vs (CPU) (G8) ConcatReshapeTransposeReshapeSplit vs (CPU) (G8) ConcatGatherUnsorted vs (CPU) (G8) SplitConcatSortedShared vs (CPU) (G8) ConcatPointwiseConv vs (CPU) (G4) ConcatReshapeTransposeReshapeSplit vs (CPU) (G4) ConcatGatherUnsorted vs (CPU) (G4) SplitConcatSortedShared vs (CPU) (G4) ConcatPointwiseConv vs (CPU) (G3) ConcatReshapeTransposeReshapeSplit vs (CPU) (G3) ConcatGatherUnsorted vs (CPU) (G3) SplitConcatSortedShared vs (CPU) (G3) ConcatPointwiseConv vs (CPU) (G2) ConcatReshapeTransposeReshapeSplit vs (CPU) (G2) ConcatGatherUnsorted vs (CPU) (G2) SplitConcatSortedShared vs (CPU) (G2) ConcatPointwiseConv vs (CPU) (G1) ConcatReshapeTransposeReshapeSplit vs (CPU) (G1) ConcatGatherUnsorted vs (CPU) (G1) SplitConcatSortedShared vs (CPU) (G1) ConcatPointwiseConv

Created: 5 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:

async function init( backendName = "webgl" ) {
  let jsPerf_CNNChannelShuffle = await import(
    "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@50c1b285ff7c7f8c656c388365b4043528642d6b/CNN/jsPerf/jsPerf_CNNChannelShuffle.js" );

  jsPerf_CNNChannelShuffle.disposeResources();

  await tf.ready();
  await tf.setBackend( backendName );

  jsPerf_CNNChannelShuffle.init();
  jsPerf_CNNChannelShuffle.testResultSame();
  jsPerf_CNNChannelShuffle.testDifferentDisposeStrategy_All();

  return true;
}

Tests:

Async wait for init (WebGL)
if ( globalThis.initPromiseWebGL && globalThis.initPromiseCPU ) // For re-run benchmark. globalThis.initPromiseWebGL = globalThis.initPromiseCPU = null; if ( !globalThis.initPromiseWebGL ) globalThis.initPromiseWebGL = init( "webgl" ); // Just busy waiting.
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(WebGL) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(WebGL) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(WebGL) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(WebGL) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(WebGL) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(WebGL) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(WebGL) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(WebGL) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(WebGL) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(WebGL) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();
Async wait for init (CPU)
if ( !globalThis.initPromiseCPU ) globalThis.initPromiseCPU = init( "cpu" ); // Just busy waiting.
(CPU) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(CPU) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(CPU) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(CPU) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(CPU) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(CPU) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(CPU) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(CPU) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(CPU) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(CPU) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(CPU) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(CPU) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(CPU) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(CPU) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(CPU) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();

Rendered benchmark preparation results:

Suite status: <idle, ready to run>

Previous results

Test case name	Result
Async wait for init (WebGL)
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit
(WebGL) (G8) ConcatGatherUnsorted
(WebGL) (G8) SplitConcatSortedShared
(WebGL) (G8) ConcatPointwiseConv
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit
(WebGL) (G4) ConcatGatherUnsorted
(WebGL) (G4) SplitConcatSortedShared
(WebGL) (G4) ConcatPointwiseConv
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit
(WebGL) (G3) ConcatGatherUnsorted
(WebGL) (G3) SplitConcatSortedShared
(WebGL) (G3) ConcatPointwiseConv
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit
(WebGL) (G2) ConcatGatherUnsorted
(WebGL) (G2) SplitConcatSortedShared
(WebGL) (G2) ConcatPointwiseConv
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit
(WebGL) (G1) ConcatGatherUnsorted
(WebGL) (G1) SplitConcatSortedShared
(WebGL) (G1) ConcatPointwiseConv
Async wait for init (CPU)
(CPU) (G8) ConcatReshapeTransposeReshapeSplit
(CPU) (G8) ConcatGatherUnsorted
(CPU) (G8) SplitConcatSortedShared
(CPU) (G8) ConcatPointwiseConv
(CPU) (G4) ConcatReshapeTransposeReshapeSplit
(CPU) (G4) ConcatGatherUnsorted
(CPU) (G4) SplitConcatSortedShared
(CPU) (G4) ConcatPointwiseConv
(CPU) (G3) ConcatReshapeTransposeReshapeSplit
(CPU) (G3) ConcatGatherUnsorted
(CPU) (G3) SplitConcatSortedShared
(CPU) (G3) ConcatPointwiseConv
(CPU) (G2) ConcatReshapeTransposeReshapeSplit
(CPU) (G2) ConcatGatherUnsorted
(CPU) (G2) SplitConcatSortedShared
(CPU) (G2) ConcatPointwiseConv
(CPU) (G1) ConcatReshapeTransposeReshapeSplit
(CPU) (G1) ConcatGatherUnsorted
(CPU) (G1) SplitConcatSortedShared
(CPU) (G1) ConcatPointwiseConv

Fastest: N/A

Slowest: N/A

Latest run results:

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

LLMs can make mistakes. Check important info.

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