Interface InferenceSession

Represent a runtime instance of an ONNX model.

Hierarchy

InferenceSession

Index

Properties

Methods

Properties

Readonly inputNames

inputNames: readonly string[]

Get input names of the loaded model.

Readonly outputNames

outputNames: readonly string[]

Get output names of the loaded model.

Methods

endProfiling

endProfiling(): void

- Defined in inference-session.ts:302
End profiling.

Returns void

run

run(feeds: OnnxValueMapType, options?: RunOptions): Promise<OnnxValueMapType>
run(feeds: OnnxValueMapType, fetches: FetchesType, options?: RunOptions): Promise<OnnxValueMapType>

- Defined in inference-session.ts:276
Execute the model asynchronously with the given feeds and options.

Parameters
- feeds: OnnxValueMapType
  Representation of the model input. See type description of InferenceSession.InputType for detail.
- Optional options: RunOptions
  Optional. A set of options that controls the behavior of model inference.
Returns Promise<OnnxValueMapType>
A promise that resolves to a map, which uses output names as keys and OnnxValue as corresponding values.
- Defined in inference-session.ts:287
Execute the model asynchronously with the given feeds, fetches and options.

Parameters
- feeds: OnnxValueMapType
  Representation of the model input. See type description of InferenceSession.InputType for detail.
- fetches: FetchesType
  Representation of the model output. See type description of InferenceSession.OutputType for detail.
- Optional options: RunOptions
  Optional. A set of options that controls the behavior of model inference.
Returns Promise<OnnxValueMapType>
A promise that resolves to a map, which uses output names as keys and OnnxValue as corresponding values.

startProfiling

startProfiling(): void

- Defined in inference-session.ts:297
Start profiling.

Returns void

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