ai.onnx.ArgMin

ai.onnx · standard ONNX operator · ONNX opset ≥ 13

Description

Returns the index of the minimum value along an axis, choosing the first equal value unless select_last_index is enabled.

See the ONNX ArgMin spec for the reference semantics.

Inputs

Name Upstream name Logical dtype Rank Shape Description Presence
x data T Values whose minimum index is selected along axis. required

Outputs

Name Upstream name Logical dtype WebGPU storage Rank Shape Description Presence
y reduced I uint32 derived derived Logical int64 indices of the minimum values along the reduced axis; WebGPU stores these bounded indices as uint32. required

Attributes

Default values (overridable per request):

Attribute Default Description
axis 0 Axis to reduce; negative values count from the back.
keepdims 1 Retain the reduced dimension with length one when non-zero.
select_last_index 0 Choose the last equal minimum instead of the first when non-zero.

Type constraints

Variable Allowed dtypes
T float32, float16, int32, uint32, int16, int8, uint8
I int64

Device requirements

Some implementation variants require subgroups. These are route-specific capabilities, not package-wide requirements; availability also depends on the request shape and dtype.

Files

Use with @huggingface/kernels

npm install --save-exact @huggingface/kernels@0.0.1-preview.2

Required output shapes and logical data types are inferred from the supplied inputs and attributes; result tensors are allocated automatically.

The version: 1 option selects the published kernel contract; it is independent of any operator opset, contrib since_version, or model version. It follows the v1 branch as fixes land. To pin exact artifact bytes, pass a 40-character commit revision instead of version.

Replace each *Data placeholder with a typed array containing the corresponding input data.

import { getKernel } from "@huggingface/kernels";

const kernel = await getKernel("webgpu-kernels/ai.onnx.ArgMin", { version: 1 });
const { y } = await kernel({ x: { data: xData, shape: [2, 2] } });
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Requires WebGPU support. See the compatibility table.