air
Ambiq Intermediate Representation (AIR) API
The AIR API provides a unified intermediate representation for AI models to ease conversion. This eases adding additional frameworks in the future.
The core graph types (AirModel, AirOperator, AirOperatorOptions, AirTensor, AirOpType,
AirTensorKind, AirTensorType, TensorId and OpId) and the operator-key helpers
(custom_code_to_op_key and canonical_op_key) are promised. Every other name exported here is provisional
and can change in a minor release: the per-operator options classes and their enums, the quantization and sparsity
details, the shape-rule results and the arithmetic helpers.
Copyright 2025 Ambiq. All Rights Reserved.
Re-exports
| Name | Source |
|---|---|
| AirNegOptions | helia_aot.air.options.AirNegOptions |
| AirAbsOptions | helia_aot.air.options.AirAbsOptions |
| AirActivationType | helia_aot.air.enums.AirActivationType |
| AirAddOptions | helia_aot.air.options.AirAddOptions |
| AirArgMaxOptions | helia_aot.air.options.AirArgMaxOptions |
| AirArgMinOptions | helia_aot.air.options.AirArgMinOptions |
| AirAssignVariableOptions | helia_aot.air.options.AirAssignVariableOptions |
| AirAveragePool2DOptions | helia_aot.air.options.AirAveragePool2DOptions |
| AirBatchMatMulOptions | helia_aot.air.options.AirBatchMatMulOptions |
| AirBatchToSpaceNDOptions | helia_aot.air.options.AirBatchToSpaceNDOptions |
| AirBlockwiseQuantization | helia_aot.air.quantization.AirBlockwiseQuantization |
| AirBroadcastToOptions | helia_aot.air.options.AirBroadcastToOptions |
| AirLogicalOptions | helia_aot.air.options.AirLogicalOptions |
| AirReduceBoolOptions | helia_aot.air.options.AirReduceBoolOptions |
| AirComparisonOptions | helia_aot.air.options.AirComparisonOptions |
| AirComparisonType | helia_aot.air.enums.AirComparisonType |
| AirConcatenationOptions | helia_aot.air.options.AirConcatenationOptions |
| AirConv2DOptions | helia_aot.air.options.AirConv2DOptions |
| AirDepthToSpaceOptions | helia_aot.air.options.AirDepthToSpaceOptions |
| AirDepthwiseConv2DOptions | helia_aot.air.options.AirDepthwiseConv2DOptions |
| AirDequantizeOptions | helia_aot.air.options.AirDequantizeOptions |
| AirDilateOptions | helia_aot.air.options.AirDilateOptions |
| AirDimensionMetaData | helia_aot.air.sparsity.AirDimensionMetaData |
| AirDynamicUpdateSliceOptions | helia_aot.air.options.AirDynamicUpdateSliceOptions |
| AirEthosUOptions | helia_aot.air.options.AirEthosUOptions |
| AirExpandDimsOptions | helia_aot.air.options.AirExpandDimsOptions |
| AirFillOptions | helia_aot.air.options.AirFillOptions |
| AirFixedPointScale | helia_aot.air.quantization.AirFixedPointScale |
| AirFullyConnectedOptions | helia_aot.air.options.AirFullyConnectedOptions |
| AirFullyConnectedWeightsFormat | helia_aot.air.enums.AirFullyConnectedWeightsFormat |
| AirGatherNdOptions | helia_aot.air.options.AirGatherNdOptions |
| AirGatherOptions | helia_aot.air.options.AirGatherOptions |
| AirGeluOptions | helia_aot.air.options.AirGeluOptions |
| AirGruOptions | helia_aot.air.options.AirGruOptions |
| AirHardSwishOptions | helia_aot.air.options.AirHardSwishOptions |
| AirLeakyReluOptions | helia_aot.air.options.AirLeakyReluOptions |
| AirLogisticOptions | helia_aot.air.options.AirLogisticOptions |
| AirMaxPool2DOptions | helia_aot.air.options.AirMaxPool2DOptions |
| AirMaximumOptions | helia_aot.air.options.AirMaximumOptions |
| AirMeanOptions | helia_aot.air.options.AirMeanOptions |
| AirMinimumOptions | helia_aot.air.options.AirMinimumOptions |
| AirMirrorPadMode | helia_aot.air.enums.AirMirrorPadMode |
| AirMirrorPadOptions | helia_aot.air.options.AirMirrorPadOptions |
| AirModel | helia_aot.air.model.AirModel |
| AirDivOptions | helia_aot.air.options.AirDivOptions |
| AirMulOptions | helia_aot.air.options.AirMulOptions |
| AirOpType | helia_aot.air.enums.AirOpType |
| AirOperator | helia_aot.air.operator.AirOperator |
| AirOperatorOptions | helia_aot.air.options.AirOperatorOptions |
| AirOperatorSource | helia_aot.air.operator.AirOperatorSource |
| AirPackOptions | helia_aot.air.options.AirPackOptions |
| AirPadOptions | helia_aot.air.options.AirPadOptions |
| AirPreluOptions | helia_aot.air.options.AirPreluOptions |
| AirQuantizationDetails | helia_aot.air.quantization.AirQuantizationDetails |
| AirQuantizationParameters | helia_aot.air.quantization.AirQuantizationParameters |
| AirQuantizeOptions | helia_aot.air.options.AirQuantizeOptions |
| AirReadVariableOptions | helia_aot.air.options.AirReadVariableOptions |
| AirReduceMaxOptions | helia_aot.air.options.AirReduceMaxOptions |
| AirReduceMinOptions | helia_aot.air.options.AirReduceMinOptions |
| AirReluOptions | helia_aot.air.options.AirReluOptions |
| AirReluType | helia_aot.air.enums.AirReluType |
| AirReshapeOptions | helia_aot.air.options.AirReshapeOptions |
| AirResizeBilinearOptions | helia_aot.air.options.AirResizeBilinearOptions |
| AirResizeNearestNeighborOptions | helia_aot.air.options.AirResizeNearestNeighborOptions |
| AirReverseSequenceOptions | helia_aot.air.options.AirReverseSequenceOptions |
| AirReverseV2Options | helia_aot.air.options.AirReverseV2Options |
| AirRsqrtOptions | helia_aot.air.options.AirRsqrtOptions |
| AirScatterNdOptions | helia_aot.air.options.AirScatterNdOptions |
| AirSelectV2Options | helia_aot.air.options.AirSelectV2Options |
| AirShapeOptions | helia_aot.air.options.AirShapeOptions |
| AirSliceOptions | helia_aot.air.options.AirSliceOptions |
| AirSoftmaxOptions | helia_aot.air.options.AirSoftmaxOptions |
| AirSpaceToBatchNDOptions | helia_aot.air.options.AirSpaceToBatchNDOptions |
| AirSpaceToDepthOptions | helia_aot.air.options.AirSpaceToDepthOptions |
| AirSparsityParameters | helia_aot.air.sparsity.AirSparsityParameters |
| AirSpatialPad | helia_aot.air.enums.AirSpatialPad |
| AirSplitOptions | helia_aot.air.options.AirSplitOptions |
| AirSquareOptions | helia_aot.air.options.AirSquareOptions |
| AirSqrtOptions | helia_aot.air.options.AirSqrtOptions |
| AirSquaredDifferenceOptions | helia_aot.air.options.AirSquaredDifferenceOptions |
| AirSqueezeOptions | helia_aot.air.options.AirSqueezeOptions |
| AirStridedSliceOptions | helia_aot.air.options.AirStridedSliceOptions |
| AirSubOptions | helia_aot.air.options.AirSubOptions |
| AirSumOptions | helia_aot.air.options.AirSumOptions |
| AirSvdfOptions | helia_aot.air.options.AirSvdfOptions |
| AirTanhOptions | helia_aot.air.options.AirTanhOptions |
| AirTensor | helia_aot.air.tensor.AirTensor |
| AirTensorDim | helia_aot.air.enums.AirTensorDim |
| AirTensorKind | helia_aot.air.enums.AirTensorKind |
| AirTensorType | helia_aot.air.enums.AirTensorType |
| AirTileOptions | helia_aot.air.options.AirTileOptions |
| AirTransposeConvOptions | helia_aot.air.options.AirTransposeConvOptions |
| AirTransposeOptions | helia_aot.air.options.AirTransposeOptions |
| AirUnidirectionalSequenceLstmOptions | helia_aot.air.options.AirUnidirectionalSequenceLstmOptions |
| AirUnpackOptions | helia_aot.air.options.AirUnpackOptions |
| AirWhereOptions | helia_aot.air.options.AirWhereOptions |
| AirZerosLikeOptions | helia_aot.air.options.AirZerosLikeOptions |
| Blocked | helia_aot.air.shape_propagation.Blocked |
| NoUpdate | helia_aot.air.shape_propagation.NoUpdate |
| NotApplicable | helia_aot.air.shape_propagation.NotApplicable |
| OpId | helia_aot.air.operator.OpId |
| Rejected | helia_aot.air.shape_propagation.Rejected |
| ShapeInferenceResult | helia_aot.air.shape_propagation.ShapeInferenceResult |
| ShapeRuleResult | helia_aot.air.shape_propagation.ShapeRuleResult |
| TensorId | helia_aot.air.tensor.TensorId |
| Updated | helia_aot.air.shape_propagation.Updated |
| canonical_op_key | helia_aot.air.op_keys.canonical_op_key |
| compute_fused_activation_range | helia_aot.air.utils.compute_fused_activation_range |
| compute_padding | helia_aot.air.utils.compute_padding |
| compute_padding_with_offset | helia_aot.air.utils.compute_padding_with_offset |
| custom_code_to_op_key | helia_aot.air.op_keys.custom_code_to_op_key |
| get_options_class | helia_aot.air.options.get_options_class |
| propagate_shapes | helia_aot.air.shape_propagation.propagate_shapes |
| quantize_multiplier | helia_aot.air.utils.quantize_multiplier |
| reduce_multiplier_q31_to_q15 | helia_aot.air.utils.reduce_multiplier_q31_to_q15 |