Index

A

AbsorbChanFirstIntoMatMul (class in qonnx.transformation.channels_last) aggregate_dict_keys() (in module qonnx.analysis.inference_cost) all_tensors_f32() (in module qonnx.analysis.topology) allowed() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) analysis() (qonnx.core.modelwrapper.ModelWrapper method) apply() (qonnx.transformation.base.NodeLocalTransformation method) (qonnx.transformation.base.Transformation method) (qonnx.transformation.batchnorm_to_affine.BatchNormToAffine method) (qonnx.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount method) (qonnx.transformation.change_3d_tensors_to_4d.Change3DTo4DTensors method) (qonnx.transformation.change_datalayout.ChangeDataLayoutQuantAvgPool2d method) (qonnx.transformation.channels_last.AbsorbChanFirstIntoMatMul method) (qonnx.transformation.channels_last.ConvertToChannelsLastAndClean method) (qonnx.transformation.channels_last.InsertChannelsLastDomainsAndTrafos method) (qonnx.transformation.channels_last.MoveChanFirstDownstream method) (qonnx.transformation.channels_last.MoveChanLastUpstream method) (qonnx.transformation.channels_last.RemoveConsecutiveChanFirstAndChanLastTrafos method) (qonnx.transformation.create_generic_partitions.PartitionFromDict method) (qonnx.transformation.create_generic_partitions.PartitionFromLambda method) (qonnx.transformation.double_to_single_float.DoubleToSingleFloat method) (qonnx.transformation.extend_partition.ExtendPartition method) (qonnx.transformation.extract_conv_bias.ExtractBiasFromConv method) (qonnx.transformation.fold_constants.FoldConstants method) (qonnx.transformation.fold_constants.FoldConstantsFiltered method) (qonnx.transformation.gemm_to_matmul.GemmToMatMul method) (qonnx.transformation.general.ApplyConfig method) (qonnx.transformation.general.ConvertDivToMul method) (qonnx.transformation.general.ConvertSubToAdd method) (qonnx.transformation.general.GiveRandomTensorNames method) (qonnx.transformation.general.GiveReadableTensorNames method) (qonnx.transformation.general.GiveUniqueNodeNames method) (qonnx.transformation.general.GiveUniqueParameterTensors method) (qonnx.transformation.general.RemoveStaticGraphInputs method) (qonnx.transformation.general.RemoveUnusedTensors method) (qonnx.transformation.general.SortGraph method) (qonnx.transformation.infer_data_layouts.InferDataLayouts method) (qonnx.transformation.infer_datatypes.InferDataTypes method) (qonnx.transformation.infer_shapes.InferShapes method) (qonnx.transformation.insert_topk.InsertTopK method) (qonnx.transformation.lower_convs_to_matmul.LowerConvsToMatMul method) (qonnx.transformation.make_input_chanlast.MakeInputChannelsLast method) (qonnx.transformation.merge_onnx_models.MergeONNXModels method) (qonnx.transformation.quant_constant_folding.FoldTransposeIntoQuantInit method) (qonnx.transformation.rebalance_conv.RebalanceIm2Col method) (qonnx.transformation.remove.RemoveIdentityOps method)

ApplyConfig (class in qonnx.transformation.general) applyNodeLocal() (qonnx.transformation.base.NodeLocalTransformation method)

B

BaseDataType (class in qonnx.core.datatype) BatchNormalization (class in qonnx.custom_op.channels_last.batch_normalization) BatchNormToAffine (class in qonnx.transformation.batchnorm_to_affine) binary_quant() (in module qonnx.custom_op.general.bipolar_quant) BipolarQuant (class in qonnx.custom_op.general.bipolar_quant)

BipolarType (class in qonnx.core.datatype) bitwidth() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method)

C

calculate_matvec_accumulator_range() (in module qonnx.util.basic) calculate_signed_dot_prod_range() (in module qonnx.util.basic) Change3DTo4DTensors (class in qonnx.transformation.change_3d_tensors_to_4d) ChangeDataLayoutQuantAvgPool2d (class in qonnx.transformation.change_datalayout) ChannelsLastWrappedOp (class in qonnx.custom_op.channels_last.base_wrapped_op) check_all_tensor_shapes_specified() (qonnx.core.modelwrapper.ModelWrapper method) check_compatibility() (qonnx.core.modelwrapper.ModelWrapper method) cleanup() (in module qonnx.util.cleanup) (qonnx.core.modelwrapper.ModelWrapper method) cleanup_model() (in module qonnx.util.cleanup)

compare_execution() (in module qonnx.core.onnx_exec) compute_bops() (in module qonnx.util.inference_cost) compute_conv_output_dim() (in module qonnx.custom_op.general.im2col) compute_mem_bits() (in module qonnx.util.inference_cost) compute_pool_output_dim() (in module qonnx.custom_op.general.maxpoolnhwc) Conv (class in qonnx.custom_op.channels_last.conv) ConvertBipolarMatMulToXnorPopcount (class in qonnx.transformation.bipolar_to_xnor) ConvertDivToMul (class in qonnx.transformation.general) ConvertSubToAdd (class in qonnx.transformation.general) ConvertToChannelsLastAndClean (class in qonnx.transformation.channels_last) CustomOp (class in qonnx.custom_op.base)

D

DataType (class in qonnx.core.datatype) DataTypeMeta (class in qonnx.core.datatype)

DebugMarker (class in qonnx.custom_op.general.debugmarker) DoubleToSingleFloat (class in qonnx.transformation.double_to_single_float)

E

exec_qonnx() (in module qonnx.util.exec_qonnx) execute_custom_node() (in module qonnx.core.execute_custom_node) execute_node() (in module qonnx.core.onnx_exec) (qonnx.custom_op.base.CustomOp method) (qonnx.custom_op.channels_last.base_wrapped_op.ChannelsLastWrappedOp method) (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.debugmarker.DebugMarker method) (qonnx.custom_op.general.genericpartition.GenericPartition method) (qonnx.custom_op.general.im2col.Im2Col method) (qonnx.custom_op.general.maxpoolnhwc.MaxPoolNHWC method) (qonnx.custom_op.general.multithreshold.MultiThreshold method) (qonnx.custom_op.general.quant.Quant method) (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) (qonnx.custom_op.general.trunc.Trunc method) (qonnx.custom_op.general.xnorpopcount.XnorPopcountMatMul method)

execute_onnx() (in module qonnx.core.onnx_exec) execute_onnx_and_make_model() (in module qonnx.core.onnx_exec) ExtendPartition (class in qonnx.transformation.extend_partition) extract_model_config_to_json() (in module qonnx.util.config) ExtractBiasFromConv (class in qonnx.transformation.extract_conv_bias)

F

find_consumer() (qonnx.core.modelwrapper.ModelWrapper method) find_consumers() (qonnx.core.modelwrapper.ModelWrapper method) find_direct_predecessors() (qonnx.core.modelwrapper.ModelWrapper method) find_direct_successors() (qonnx.core.modelwrapper.ModelWrapper method) find_producer() (qonnx.core.modelwrapper.ModelWrapper method) find_upstream() (qonnx.core.modelwrapper.ModelWrapper method)

FixedPointType (class in qonnx.core.datatype) FloatType (class in qonnx.core.datatype) FoldConstants (class in qonnx.transformation.fold_constants) FoldConstantsFiltered (class in qonnx.transformation.fold_constants) FoldTransposeIntoQuantInit (class in qonnx.transformation.quant_constant_folding) frac_bits() (qonnx.core.datatype.FixedPointType method)

G

GemmToMatMul (class in qonnx.transformation.gemm_to_matmul) gen_finn_dt_tensor() (in module qonnx.util.basic) GenericPartition (class in qonnx.custom_op.general.genericpartition) get_accum_size() (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) get_accumulator_dt_cands() (qonnx.core.datatype.DataType static method) get_all_tensor_names() (qonnx.core.modelwrapper.ModelWrapper method) get_by_name() (in module qonnx.util.basic) get_canonical_name() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) get_channels_first_layout_for_ndims() (in module qonnx.core.data_layout) get_channels_last_layout_for_ndims() (in module qonnx.core.data_layout) get_execution_error_thresh() (in module qonnx.util.basic) get_finn_nodes() (qonnx.core.modelwrapper.ModelWrapper method) get_hls_datatype_str() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) get_im2col_indices_nchw() (in module qonnx.custom_op.general.im2col) get_initializer() (qonnx.core.modelwrapper.ModelWrapper method) get_integer_datatype() (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.quant.Quant method) get_metadata_prop() (qonnx.core.modelwrapper.ModelWrapper method) get_node_index() (qonnx.core.modelwrapper.ModelWrapper method) get_node_tensor_dtypes() (in module qonnx.analysis.inference_cost) get_node_tensor_shapes() (in module qonnx.analysis.inference_cost) get_node_weight_density() (in module qonnx.analysis.inference_cost) get_nodeattr() (qonnx.custom_op.base.CustomOp method) get_nodeattr_allowed_values() (qonnx.custom_op.base.CustomOp method) get_nodeattr_def() (qonnx.custom_op.base.CustomOp method) get_nodeattr_types() (qonnx.custom_op.base.CustomOp method) (qonnx.custom_op.channels_last.batch_normalization.BatchNormalization method) (qonnx.custom_op.channels_last.conv.Conv method) (qonnx.custom_op.channels_last.max_pool.MaxPool method) (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.debugmarker.DebugMarker method) (qonnx.custom_op.general.genericpartition.GenericPartition method) (qonnx.custom_op.general.im2col.Im2Col method) (qonnx.custom_op.general.maxpoolnhwc.MaxPoolNHWC method) (qonnx.custom_op.general.multithreshold.MultiThreshold method) (qonnx.custom_op.general.quant.Quant method) (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) (qonnx.custom_op.general.trunc.Trunc method) (qonnx.custom_op.general.xnorpopcount.XnorPopcountMatMul method)

get_nodes_by_op_type() (qonnx.core.modelwrapper.ModelWrapper method) get_non_finn_nodes() (qonnx.core.modelwrapper.ModelWrapper method) get_num_default_workers() (in module qonnx.util.basic) get_num_possible_values() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) get_output_dtype() (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.quant.Quant method) get_per_tensor_fanouts() (in module qonnx.analysis.topology) get_preferred_onnx_opset() (in module qonnx.util.basic) get_sanitize_quant_tensors() (in module qonnx.util.basic) get_shifts() (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) get_smallest_possible() (qonnx.core.datatype.DataType static method) get_tensor_datatype() (qonnx.core.modelwrapper.ModelWrapper method) get_tensor_fanout() (qonnx.core.modelwrapper.ModelWrapper method) get_tensor_layout() (qonnx.core.modelwrapper.ModelWrapper method) get_tensor_shape() (qonnx.core.modelwrapper.ModelWrapper method) get_tensor_sparsity() (qonnx.core.modelwrapper.ModelWrapper method) get_tensor_valueinfo() (qonnx.core.modelwrapper.ModelWrapper method) getCustomOp() (in module qonnx.custom_op.registry) GiveRandomTensorNames (class in qonnx.transformation.general) GiveReadableTensorNames (class in qonnx.transformation.general) GiveUniqueNodeNames (class in qonnx.transformation.general) GiveUniqueParameterTensors (class in qonnx.transformation.general) graph (qonnx.core.modelwrapper.ModelWrapper property)

I

Im2Col (class in qonnx.custom_op.general.im2col) im2col_indices_nchw() (in module qonnx.custom_op.general.im2col) infer_node_datatype() (qonnx.custom_op.base.CustomOp method) (qonnx.custom_op.channels_last.base_wrapped_op.ChannelsLastWrappedOp method) (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.debugmarker.DebugMarker method) (qonnx.custom_op.general.genericpartition.GenericPartition method) (qonnx.custom_op.general.im2col.Im2Col method) (qonnx.custom_op.general.maxpoolnhwc.MaxPoolNHWC method) (qonnx.custom_op.general.multithreshold.MultiThreshold method) (qonnx.custom_op.general.quant.Quant method) (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) (qonnx.custom_op.general.trunc.Trunc method) (qonnx.custom_op.general.xnorpopcount.XnorPopcountMatMul method) InferDataLayouts (class in qonnx.transformation.infer_data_layouts) InferDataTypes (class in qonnx.transformation.infer_datatypes) inference_cost() (in module qonnx.analysis.inference_cost) (in module qonnx.util.inference_cost) inference_cost_conv() (in module qonnx.analysis.inference_cost) inference_cost_matmul() (in module qonnx.analysis.inference_cost) inference_cost_upsample() (in module qonnx.analysis.inference_cost) InferShapes (class in qonnx.transformation.infer_shapes)

InsertChannelsLastDomainsAndTrafos (class in qonnx.transformation.channels_last) InsertTopK (class in qonnx.transformation.insert_topk) int_bits() (qonnx.core.datatype.FixedPointType method) interleave_matrix_outer_dim_from_partitions() (in module qonnx.util.basic) IntType (class in qonnx.core.datatype) is_channels_last() (in module qonnx.core.data_layout) is_finn_op() (in module qonnx.util.basic) is_fixed_point() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) is_fork_node() (qonnx.core.modelwrapper.ModelWrapper method) is_integer() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) is_join_node() (qonnx.core.modelwrapper.ModelWrapper method) is_linear() (in module qonnx.analysis.topology)

L

LowerConvsToMatMul (class in qonnx.transformation.lower_convs_to_matmul)

M

main() (in module qonnx.util.cleanup) (in module qonnx.util.exec_qonnx) (in module qonnx.util.inference_cost) (in module qonnx.util.to_channels_last) make_const_shape_op() (qonnx.custom_op.base.CustomOp method) make_empty_exec_context() (qonnx.core.modelwrapper.ModelWrapper method) make_new_valueinfo_name() (qonnx.core.modelwrapper.ModelWrapper method) make_shape_compatible_op() (qonnx.custom_op.base.CustomOp method) (qonnx.custom_op.channels_last.batch_normalization.BatchNormalization method) (qonnx.custom_op.channels_last.conv.Conv method) (qonnx.custom_op.channels_last.max_pool.MaxPool method) (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.debugmarker.DebugMarker method) (qonnx.custom_op.general.genericpartition.GenericPartition method) (qonnx.custom_op.general.im2col.Im2Col method) (qonnx.custom_op.general.maxpoolnhwc.MaxPoolNHWC method) (qonnx.custom_op.general.multithreshold.MultiThreshold method) (qonnx.custom_op.general.quant.Quant method) (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) (qonnx.custom_op.general.trunc.Trunc method) (qonnx.custom_op.general.xnorpopcount.XnorPopcountMatMul method) MakeInputChannelsLast (class in qonnx.transformation.make_input_chanlast) max() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) max_int() (in module qonnx.custom_op.general.quant) MaxPool (class in qonnx.custom_op.channels_last.max_pool) MaxPoolNHWC (class in qonnx.custom_op.general.maxpoolnhwc) MergeONNXModels (class in qonnx.transformation.merge_onnx_models) min() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method) min_int() (in module qonnx.custom_op.general.quant) model (qonnx.core.modelwrapper.ModelWrapper property) ModelWrapper (class in qonnx.core.modelwrapper) module qonnx qonnx.analysis qonnx.analysis.base qonnx.analysis.inference_cost qonnx.analysis.topology qonnx.converters qonnx.converters.qkeras qonnx.core qonnx.core.data_layout qonnx.core.datatype qonnx.core.execute_custom_node qonnx.core.modelwrapper qonnx.core.onnx_exec qonnx.custom_op qonnx.custom_op.base qonnx.custom_op.channels_last qonnx.custom_op.channels_last.base_wrapped_op qonnx.custom_op.channels_last.batch_normalization qonnx.custom_op.channels_last.conv qonnx.custom_op.channels_last.max_pool qonnx.custom_op.general qonnx.custom_op.general.bipolar_quant qonnx.custom_op.general.debugmarker qonnx.custom_op.general.genericpartition qonnx.custom_op.general.im2col qonnx.custom_op.general.maxpoolnhwc qonnx.custom_op.general.multithreshold qonnx.custom_op.general.quant qonnx.custom_op.general.quantavgpool2d qonnx.custom_op.general.trunc qonnx.custom_op.general.xnorpopcount qonnx.custom_op.registry qonnx.transformation qonnx.transformation.base qonnx.transformation.batchnorm_to_affine qonnx.transformation.bipolar_to_xnor qonnx.transformation.change_3d_tensors_to_4d qonnx.transformation.change_datalayout qonnx.transformation.channels_last qonnx.transformation.create_generic_partitions qonnx.transformation.double_to_single_float qonnx.transformation.extend_partition qonnx.transformation.extract_conv_bias qonnx.transformation.fold_constants qonnx.transformation.gemm_to_matmul qonnx.transformation.general qonnx.transformation.infer_data_layouts qonnx.transformation.infer_datatypes qonnx.transformation.infer_shapes qonnx.transformation.insert_topk qonnx.transformation.lower_convs_to_matmul qonnx.transformation.make_input_chanlast qonnx.transformation.merge_onnx_models qonnx.transformation.quant_constant_folding qonnx.transformation.rebalance_conv qonnx.transformation.remove qonnx.util qonnx.util.basic qonnx.util.cleanup qonnx.util.config qonnx.util.exec_qonnx qonnx.util.inference_cost qonnx.util.onnx qonnx.util.random_reseed qonnx.util.to_channels_last

MoveChanFirstDownstream (class in qonnx.transformation.channels_last) MoveChanLastUpstream (class in qonnx.transformation.channels_last) MultiThreshold (class in qonnx.custom_op.general.multithreshold) multithreshold() (in module qonnx.custom_op.general.multithreshold)

N

name (qonnx.core.datatype.BaseDataType property) nchw_to_nhwc() (in module qonnx.util.onnx)

node_inputs_in_expected_order() (in module qonnx.analysis.topology) NodeLocalTransformation (class in qonnx.transformation.base) nodes_topologically_sorted() (in module qonnx.analysis.topology)

P

pad_tensor_to_multiple_of() (in module qonnx.util.basic)

PartitionFromDict (class in qonnx.transformation.create_generic_partitions) PartitionFromLambda (class in qonnx.transformation.create_generic_partitions)

Q

qonnx module qonnx.analysis module qonnx.analysis.base module qonnx.analysis.inference_cost module qonnx.analysis.topology module qonnx.converters module qonnx.converters.qkeras module qonnx.core module qonnx.core.data_layout module qonnx.core.datatype module qonnx.core.execute_custom_node module qonnx.core.modelwrapper module qonnx.core.onnx_exec module qonnx.custom_op module qonnx.custom_op.base module qonnx.custom_op.channels_last module qonnx.custom_op.channels_last.base_wrapped_op module qonnx.custom_op.channels_last.batch_normalization module qonnx.custom_op.channels_last.conv module qonnx.custom_op.channels_last.max_pool module qonnx.custom_op.general module qonnx.custom_op.general.bipolar_quant module qonnx.custom_op.general.debugmarker module qonnx.custom_op.general.genericpartition module qonnx.custom_op.general.im2col module qonnx.custom_op.general.maxpoolnhwc module qonnx.custom_op.general.multithreshold module qonnx.custom_op.general.quant module qonnx.custom_op.general.quantavgpool2d module qonnx.custom_op.general.trunc module qonnx.custom_op.general.xnorpopcount module qonnx.custom_op.registry module qonnx.transformation module qonnx.transformation.base module

qonnx.transformation.batchnorm_to_affine module qonnx.transformation.bipolar_to_xnor module qonnx.transformation.change_3d_tensors_to_4d module qonnx.transformation.change_datalayout module qonnx.transformation.channels_last module qonnx.transformation.create_generic_partitions module qonnx.transformation.double_to_single_float module qonnx.transformation.extend_partition module qonnx.transformation.extract_conv_bias module qonnx.transformation.fold_constants module qonnx.transformation.gemm_to_matmul module qonnx.transformation.general module qonnx.transformation.infer_data_layouts module qonnx.transformation.infer_datatypes module qonnx.transformation.infer_shapes module qonnx.transformation.insert_topk module qonnx.transformation.lower_convs_to_matmul module qonnx.transformation.make_input_chanlast module qonnx.transformation.merge_onnx_models module qonnx.transformation.quant_constant_folding module qonnx.transformation.rebalance_conv module qonnx.transformation.remove module qonnx.util module qonnx.util.basic module qonnx.util.cleanup module qonnx.util.config module qonnx.util.exec_qonnx module qonnx.util.inference_cost module qonnx.util.onnx module qonnx.util.random_reseed module qonnx.util.to_channels_last module qonnx_make_model() (in module qonnx.util.basic) Quant (class in qonnx.custom_op.general.quant) quant() (in module qonnx.custom_op.general.quant) QuantAvgPool2d (class in qonnx.custom_op.general.quantavgpool2d)

R

random_string() (in module qonnx.util.basic) RebalanceIm2Col (class in qonnx.transformation.rebalance_conv) remove_by_name() (in module qonnx.util.basic) remove_node_and_rewire() (in module qonnx.transformation.remove) RemoveConsecutiveChanFirstAndChanLastTrafos (class in qonnx.transformation.channels_last) RemoveIdentityOps (class in qonnx.transformation.remove)

RemoveStaticGraphInputs (class in qonnx.transformation.general) RemoveUnusedTensors (class in qonnx.transformation.general) rename_tensor() (qonnx.core.modelwrapper.ModelWrapper method) reseed() (in module qonnx.util.random_reseed) resolve_datatype() (in module qonnx.core.datatype) resolve_rounding_mode() (in module qonnx.custom_op.general.quant) roundup_to_integer_multiple() (in module qonnx.util.basic)

S

sanitize_quant_values() (in module qonnx.util.basic) save() (qonnx.core.modelwrapper.ModelWrapper method) scale_factor() (qonnx.core.datatype.FixedPointType method) set_initializer() (qonnx.core.modelwrapper.ModelWrapper method) set_metadata_prop() (qonnx.core.modelwrapper.ModelWrapper method) set_nodeattr() (qonnx.custom_op.base.CustomOp method)

set_tensor_datatype() (qonnx.core.modelwrapper.ModelWrapper method) set_tensor_layout() (qonnx.core.modelwrapper.ModelWrapper method) set_tensor_shape() (qonnx.core.modelwrapper.ModelWrapper method) set_tensor_sparsity() (qonnx.core.modelwrapper.ModelWrapper method) signed() (qonnx.core.datatype.BaseDataType method) SortGraph (class in qonnx.transformation.general)

T

temporary_fix_oldstyle_domain() (qonnx.core.modelwrapper.ModelWrapper method) TernaryType (class in qonnx.core.datatype) to_channels_first_args() (in module qonnx.custom_op.channels_last.base_wrapped_op) to_channels_last() (in module qonnx.util.to_channels_last) to_channels_last_args() (in module qonnx.custom_op.channels_last.base_wrapped_op) to_numpy_dt() (qonnx.core.datatype.BaseDataType method) (qonnx.core.datatype.BipolarType method) (qonnx.core.datatype.FixedPointType method) (qonnx.core.datatype.FloatType method) (qonnx.core.datatype.IntType method) (qonnx.core.datatype.TernaryType method)

transform() (qonnx.core.modelwrapper.ModelWrapper method) Transformation (class in qonnx.transformation.base) Trunc (class in qonnx.custom_op.general.trunc) trunc() (in module qonnx.custom_op.general.trunc)

V

valueinfo_to_tensor() (in module qonnx.util.onnx) verify_node() (qonnx.custom_op.base.CustomOp method) (qonnx.custom_op.channels_last.base_wrapped_op.ChannelsLastWrappedOp method) (qonnx.custom_op.channels_last.batch_normalization.BatchNormalization method) (qonnx.custom_op.channels_last.conv.Conv method) (qonnx.custom_op.channels_last.max_pool.MaxPool method) (qonnx.custom_op.general.bipolar_quant.BipolarQuant method) (qonnx.custom_op.general.debugmarker.DebugMarker method) (qonnx.custom_op.general.genericpartition.GenericPartition method) (qonnx.custom_op.general.im2col.Im2Col method) (qonnx.custom_op.general.maxpoolnhwc.MaxPoolNHWC method) (qonnx.custom_op.general.multithreshold.MultiThreshold method) (qonnx.custom_op.general.quant.Quant method) (qonnx.custom_op.general.quantavgpool2d.QuantAvgPool2d method) (qonnx.custom_op.general.trunc.Trunc method) (qonnx.custom_op.general.xnorpopcount.XnorPopcountMatMul method)

X

XnorPopcountMatMul (class in qonnx.custom_op.general.xnorpopcount)

xnorpopcountmatmul() (in module qonnx.custom_op.general.xnorpopcount)