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[WebGL] Flag to disable pack optimization for Conv2dTranspose #7934

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merged 2 commits into from
Aug 28, 2023
Merged

[WebGL] Flag to disable pack optimization for Conv2dTranspose #7934

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add flag
Linchenn Aug 24, 2023
0f4c3cd
Merge branch 'master' into fixpf
pyu10055 Aug 28, 2023
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3 changes: 3 additions & 0 deletions tfjs-backend-webgl/src/flags_webgl.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -89,6 +89,9 @@ ENV.registerFlag('WEBGL_LAZILY_UNPACK', () => ENV.getBool('WEBGL_PACK'));
/** Whether we will use the im2col algorithm to speed up convolutions. */
ENV.registerFlag('WEBGL_CONV_IM2COL', () => ENV.getBool('WEBGL_PACK'));

/** Whether we will pack conv2dTranspose op. */
ENV.registerFlag('WEBGL_PACK_CONV2DTRANSPOSE', () => ENV.getBool('WEBGL_PACK'));

/** The maximum texture dimension. */
ENV.registerFlag(
'WEBGL_MAX_TEXTURE_SIZE',
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3 changes: 2 additions & 1 deletion tfjs-backend-webgl/src/kernels/Conv2DBackpropInput.ts
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Expand Up @@ -35,7 +35,8 @@ export function conv2DBackpropInput(args: {
inputShape, filter.shape as [number, number, number, number], strides,
1 /* dilations */, pad, dimRoundingMode, false, $dataFormat);

if (env().getBool('WEBGL_PACK') && $dataFormat === 'channelsLast') {
if (env().getBool('WEBGL_PACK_CONV2DTRANSPOSE') &&
$dataFormat === 'channelsLast') {
const customValues = [
[convInfo.strideHeight, convInfo.strideWidth],
];
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