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[JS/WebGPU] Fix Split and Where to handle corner cases. #19613

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merged 7 commits into from
Feb 23, 2024
Merged

[JS/WebGPU] Fix Split and Where to handle corner cases. #19613

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f4a22bf
Revert "[JS/WebGPU] Added uniforms to Tile and Where Ops (#18768)"
satyajandhyala Feb 21, 2024
c581bd8
Added inputShape to shaderChche.hint in Split implementation.
satyajandhyala Feb 22, 2024
f9e7e4f
Fixed an issue with packing 4 boolean input into one uint32
satyajandhyala Feb 22, 2024
f0b7451
Fixed an error in referencing input tensors.
satyajandhyala Feb 22, 2024
4d06b60
Revert unintended changes to tile.js.
satyajandhyala Feb 23, 2024
f020517
Revert unintended changes to where.js
satyajandhyala Feb 23, 2024
47eb6ee
Reverted changes to split.ts
satyajandhyala Feb 23, 2024
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3 changes: 2 additions & 1 deletion js/web/lib/wasm/jsep/webgpu/ops/where.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@ const createWhereOpProgramShader =
const expressionA = `a_data[index_a${x}][component_a${x}]`;
const expressionB = `b_data[index_b${x}][component_b${x}]`;
// eslint-disable-next-line no-bitwise
const expressionC = `bool(c_data[index_c${x}] & ${0xff000000 >>> ((3 - x) * 8)}u)`;
const expressionC = `bool(c_data[index_c${x}] & (0xffu << (component_c${x} * 8)))`;
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return `
let output_indices${x} = ${output.offsetToIndices(`global_idx * 4u + ${x}u`)};
let offset_a${x} = ${a.broadcastedIndicesToOffset(`output_indices${x}`, output)};
Expand All @@ -38,6 +38,7 @@ const createWhereOpProgramShader =
let index_c${x} = offset_c${x} / 4u;
let component_a${x} = offset_a${x} % 4u;
let component_b${x} = offset_b${x} % 4u;
let component_c${x} = offset_c${x} % 4u;
${resStr}[${x}] = ${typeCast}(${expression(expressionA, expressionB, expressionC)});
`;
};
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34 changes: 34 additions & 0 deletions js/web/test/data/ops/where.jsonc
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Original file line number Diff line number Diff line change
Expand Up @@ -168,5 +168,39 @@
]
}
]
},
{
"name": "Where with no attributes",
"operator": "Where",
"attributes": [],
"cases": [
{
"name": "T[1 1 2 1] T[1 4] T[1 1 2 4] float32 broadcast 1",
"inputs": [
{
"data": [true, false],
"dims": [1, 1, 2, 1],
"type": "bool"
},
{
"data": [1, 2, 3, 4],
"dims": [1, 4],
"type": "float32"
},
{
"data": [5, 6, 7, 8, 9, 10, 11, 12],
"dims": [1, 1, 2, 4],
"type": "float32"
}
],
"outputs": [
{
"data": [1, 2, 3, 4, 9, 10, 11, 12],
"dims": [1, 1, 2, 4],
"type": "float32"
}
]
}
]
}
]
4 changes: 2 additions & 2 deletions js/web/test/test-runner.ts
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Expand Up @@ -627,8 +627,8 @@ export async function runModelTestSet(
try {
const feeds: Record<string, ort.Tensor> = {};
const outputsMetaInfo: Record<string, ort.Tensor> = {};
testCase.inputs!.forEach((tensor, i) => feeds[context.session.inputNames[i]] = tensor);
testCase.outputs!.forEach((tensor, i) => outputsMetaInfo[context.session.outputNames[i]] = tensor);
testCase.inputs!.forEach((tensor) => feeds[tensor.name] = tensor);
testCase.outputs!.forEach((tensor) => outputsMetaInfo[tensor.name] = tensor);
const [start, end, outputs] =
await sessionRun({session: context.session, feeds, outputsMetaInfo, ioBinding: context.ioBinding});
if (context.perfData.count === 0) {
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