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[js/webgpu] validate transpose perm if specified (#23197)

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### Description
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### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
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xhcao 2025-01-02 07:58:54 +08:00 committed by GitHub
parent 0b87bccca8
commit a3833a5e79
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1 changed files with 7 additions and 3 deletions
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10
js/web/lib/wasm/jsep/webgpu/ops/transpose.ts
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@ -13,14 +13,18 @@ export interface TransposeAttributes extends AttributeWithCacheKey {
readonly perm: number[];
}
const validateInputs = (inputs: readonly TensorView[]): void => {
const validateInputs = (inputs: readonly TensorView[], perm: readonly number[]): void => {
if (!inputs || inputs.length !== 1) {
throw new Error('Transpose requires 1 input.');
}
if (perm.length !== 0 && perm.length !== inputs[0].dims.length) {
throw new Error(`perm size ${perm.length} does not match input rank ${inputs[0].dims.length}`);
}
};
const getAdjustedPerm = (inputRank: number, perm: number[]): number[] =>
perm && perm.length !== inputRank ? [...new Array(inputRank).keys()].reverse() : perm;
perm.length !== 0 ? perm : [...new Array(inputRank).keys()].reverse();
const getOutputShape = (inputShape: readonly number[], perm: number[]): readonly number[] =>
ShapeUtil.sortBasedOnPerm(inputShape, getAdjustedPerm(inputShape.length, perm));
@ -191,7 +195,7 @@ export const createTransposeProgramInfo = (inputTensor: TensorView, permAttr: nu
};
export const transpose = (context: ComputeContext, attributes: TransposeAttributes): void => {
validateInputs(context.inputs);
validateInputs(context.inputs, attributes.perm);
context.compute(createTransposeProgramInfo(context.inputs[0], attributes.perm));
};