ai.onnx.LessOrEqual

ai.onnx · standard ONNX operator · ONNX opset ≥ 16

Description

Performs elementwise A <= B comparison with multidirectional (NumPy-style) broadcasting. Returns a boolean tensor where each element is true if the corresponding element of A is less than or equal to the corresponding element of B.

See the ONNX LessOrEqual spec for the reference semantics.

Inputs

Outputs

Type constraints

Files

• metadata.json — kernel metadata (id, digests, provenance)
• manifest.json — the op contract (source of truth)
• test.json — correctness cases
• bench.json — benchmark + tuning cases
• compare-broadcast-vec4.wgsl.jinja
• compare-broadcast.wgsl.jinja
• compare-vec4.wgsl.jinja

Use with @huggingface/kernels

The loader derives every required output's shape and logical dtype from the manifest contract and this call. It then allocates the result tensors automatically.

The version: 1 option selects the published kernel contract; it is independent of any operator opset, contrib since_version, or model 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.LessOrEqual", { version: 1 });
const { c } = await kernel({ a: { data: aData, shape: [] }, b: { data: bData, shape: [] } });