Index

A

ABSBaseLayer (class in HGQ.layers.base) act_bw (HGQ.layers.base.HLayerBase property) (HGQ.layers.passive_layers.PConcatenate property) (HGQ.layers.passive_layers.PLayerBase property) (HGQ.layers.passive_layers.PPool1D property) (HGQ.layers.passive_layers.PPool2D property) (HGQ.layers.passive_layers.Signature property) act_bw_exact (HGQ.layers.base.HLayerBase property) (HGQ.layers.passive_layers.PConcatenate property) (HGQ.layers.passive_layers.PLayerBase property) (HGQ.layers.passive_layers.PPool1D property) (HGQ.layers.passive_layers.PPool2D property) (HGQ.layers.passive_layers.Signature property)

activation_kif_forward() (in module HGQ.proxy.precision_derivation) adapt_bw_bits() (HGQ.quantizer.quantizer.HGQ method) adapt_fused_bn_kernel_bw_bits() (HGQ.layers.batchnorm_base.HBatchNormBase method) apf_to_tuple() (in module HGQ.utils.utils) apply_layer() (in module HGQ.proxy.convert) attn_build() (HGQ.layers.experimental.attn.HMultiHeadAttention method)

B

beta (HGQ.layers.base.HLayerBase attribute) bias_forward() (HGQ.quantizer.quantizer.HGQ method) bn_train_jit_forward() (HGQ.layers.conv.HConvBatchNorm method) (HGQ.layers.dense.HDenseBatchNorm method) build() (HGQ.layers.base.HLayerBase method) (HGQ.layers.passive_layers.PPool1D method) (HGQ.layers.passive_layers.PPool2D method) (HGQ.layers.passive_layers.Signature method) (HGQ.proxy.unary_lut.UnaryLUT method) (HGQ.quantizer.quantizer.HGQ method)

bw_clip (HGQ.quantizer.quantizer.HGQ attribute)

C

CalibratedBOPs (class in HGQ.bops.bops) call() (HGQ.layers.base.HLayerBase method) (HGQ.layers.experimental.attn.HMultiHeadAttention method) (HGQ.layers.passive_layers.Signature method) (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer method) (HGQ.proxy.unary_lut.UnaryLUT method) can_bias_cover_rnd (HGQ.layers.base.HLayerBase property) close() (HGQ.Shutup method) compute_exact_bops (HGQ.layers.base.HLayerBase property) (HGQ.layers.batchnorm_base.HBatchNormalization property) (HGQ.layers.conv.HConv property) (HGQ.layers.dense.HDense property)

compute_output_shape() (HGQ.layers.batchnorm_base.HBatchNormalization method) (HGQ.layers.experimental.attn.HMultiHeadAttention method) (HGQ.layers.misc.HActivation method) (HGQ.layers.misc.HAdd method) (HGQ.layers.misc.HQuantize method) convert_model() (in module HGQ.proxy.convert) convolution_op() (HGQ.layers.conv.HConv method) copy_fused_weights() (in module HGQ.proxy.convert)

D

degeneracy (HGQ.quantizer.quantizer.HGQ attribute)

derive_result_kifRS_from_next_quantizers() (in module HGQ.proxy.precision_derivation)

E

exact_q_value (HGQ.quantizer.quantizer.HGQ attribute)

F

FakeObj (class in HGQ.layers.batchnorm_base) fixed() (in module HGQ.proxy.fixed_point_quantizer) FixedPointQuantizer (class in HGQ.proxy.fixed_point_quantizer) flush() (HGQ.Shutup method) forward() (HGQ.layers.base.HLayerBase method) (HGQ.layers.batchnorm_base.HBatchNormalization method) (HGQ.layers.conv.HConv method) (HGQ.layers.conv.HConvBatchNorm method) (HGQ.layers.dense.HDense method) (HGQ.layers.dense.HDenseBatchNorm method) (HGQ.layers.misc.HAdd method) (HGQ.layers.misc.HQuantize method) (HGQ.quantizer.quantizer.HGQ method)

FreeBOPs (class in HGQ.bops.bops) from_activation() (HGQ.proxy.unary_lut.UnaryLUT class method) from_config() (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer class method) (HGQ.quantizer.quantizer.HGQ class method) fused_bias (HGQ.layers.base.HLayerBase property) (HGQ.layers.batchnorm_base.HBatchNormBase property) fused_kernel (HGQ.layers.base.HLayerBase property) (HGQ.layers.batchnorm_base.HBatchNormBase property) fused_qbias (HGQ.layers.base.HLayerBase property) fused_qkernel (HGQ.layers.base.HLayerBase property) fusible (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer property)

G

get_all_nodes() (in module HGQ.proxy.convert) get_arr_bits() (in module HGQ.quantizer.quantizer) get_arr_container() (in module HGQ.proxy.precision_derivation) get_bits() (HGQ.quantizer.quantizer.HGQ method) get_bits_exact() (HGQ.quantizer.quantizer.HGQ method) get_config() (HGQ.layers.base.HLayerBase method) (HGQ.layers.passive_layers.Signature method) (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer method) (HGQ.proxy.unary_lut.UnaryLUT method) (HGQ.utils.utils.MonoL1 method) (in module HGQ.proxy.precision_derivation) get_config_table_tablesize_result() (in module HGQ.proxy.precision_derivation) get_config_wight_accum_result_bias() (in module HGQ.proxy.precision_derivation)

get_default_kq_conf() (in module HGQ.utils.utils) get_default_paq_conf() (in module HGQ.utils.utils) get_input_kifs() (in module HGQ.proxy.precision_derivation) get_kbiRS() (HGQ.proxy.convert.ProxyLayerXFormer method) get_keras_config() (HGQ.layers.base.HLayerBase method) get_produced_kif() (in module HGQ.proxy.precision_derivation) get_request_kif() (in module HGQ.proxy.precision_derivation) get_requested_kif() (in module HGQ.proxy.precision_derivation) get_result_kifRS() (in module HGQ.proxy.precision_derivation) get_weight() (in module HGQ.proxy.convert) get_whatever_quantizer() (in module HGQ.proxy.precision_derivation) gfixed() (in module HGQ.proxy.fixed_point_quantizer) gfixed_quantizer() (in module HGQ.proxy.fixed_point_quantizer)

H

HActivation (class in HGQ.layers.misc) HAdd (class in HGQ.layers.misc) HBatchNormalization (class in HGQ.layers.batchnorm_base) HBatchNormBase (class in HGQ.layers.batchnorm_base) HConv (class in HGQ.layers.conv) HConv1D (class in HGQ.layers.conv) HConv1DBatchNorm (class in HGQ.layers.conv) HConv2D (class in HGQ.layers.conv) HConv2DBatchNorm (class in HGQ.layers.conv) HConvBatchNorm (class in HGQ.layers.conv) HDense (class in HGQ.layers.dense) HDenseBatchNorm (class in HGQ.layers.dense) heterogeneous (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer property) HGQ module HGQ (class in HGQ.quantizer.quantizer) HGQ.bops module HGQ.bops.bops module HGQ.layers module HGQ.layers.base module HGQ.layers.batchnorm_base module HGQ.layers.conv module HGQ.layers.dense module

HGQ.layers.experimental module HGQ.layers.experimental.attn module HGQ.layers.misc module HGQ.layers.passive_layers module HGQ.proxy module HGQ.proxy.convert module HGQ.proxy.fixed_point_quantizer module HGQ.proxy.plugins module HGQ.proxy.precision_derivation module HGQ.proxy.unary_lut module HGQ.quantizer module HGQ.quantizer.quantizer module HGQ.utils module HGQ.utils.utils module HLayerBase (class in HGQ.layers.base) HMultiHeadAttention (class in HGQ.layers.experimental.attn) HQuantize (class in HGQ.layers.misc)

I

init_all() (in module HGQ.proxy.plugins) init_minmax() (HGQ.quantizer.quantizer.HGQ method) init_quantizers() (HGQ.layers.base.HLayerBase method)

input_bw (HGQ.layers.base.ABSBaseLayer property) (HGQ.layers.passive_layers.PConcatenate property) (HGQ.layers.passive_layers.Signature property) input_bw_exact (HGQ.layers.base.ABSBaseLayer property)

J

jit_forward() (HGQ.layers.conv.HConv method) (HGQ.layers.dense.HDense method)

K

kernel_bw (HGQ.layers.base.HLayerBase property)

kernel_bw_exact (HGQ.layers.base.HLayerBase property) kq_config (HGQ.layers.base.HLayerBase attribute)

L

last_layer (HGQ.layers.base.ABSBaseLayer property)

M

merge_precision() (in module HGQ.proxy.precision_derivation) minmax_record (HGQ.quantizer.quantizer.HGQ attribute) minmax_reg_reset() (HGQ.quantizer.quantizer.HGQ method) module HGQ HGQ.bops HGQ.bops.bops HGQ.layers HGQ.layers.base HGQ.layers.batchnorm_base HGQ.layers.conv HGQ.layers.dense HGQ.layers.experimental HGQ.layers.experimental.attn HGQ.layers.misc HGQ.layers.passive_layers HGQ.proxy HGQ.proxy.convert HGQ.proxy.fixed_point_quantizer HGQ.proxy.plugins HGQ.proxy.precision_derivation HGQ.proxy.unary_lut HGQ.quantizer HGQ.quantizer.quantizer HGQ.utils HGQ.utils.utils

MonoL1 (class in HGQ.utils.utils)

N

Namer (class in HGQ.proxy.convert)

next_name() (HGQ.proxy.convert.Namer method)

O

on_epoch_end() (HGQ.bops.bops.CalibratedBOPs method) (HGQ.bops.bops.FreeBOPs method) (HGQ.bops.bops.ResetMinMax method)

P

paq_config (HGQ.layers.base.HLayerBase attribute) parallel_factor (HGQ.layers.dense.HDense attribute) PAveragePooling1D (class in HGQ.layers.passive_layers) PAveragePooling2D (class in HGQ.layers.passive_layers) PAvgPool1D (in module HGQ.layers.passive_layers) PAvgPool2D (in module HGQ.layers.passive_layers) PConcatenate (class in HGQ.layers.passive_layers) PDropout (class in HGQ.layers.passive_layers) PFlatten (class in HGQ.layers.passive_layers) PLayerBase (class in HGQ.layers.passive_layers) PMaxPool1D (in module HGQ.layers.passive_layers) PMaxPool2D (in module HGQ.layers.passive_layers) PMaxPooling1D (class in HGQ.layers.passive_layers)

PMaxPooling2D (class in HGQ.layers.passive_layers) post_build() (HGQ.layers.base.HLayerBase method) (HGQ.layers.batchnorm_base.HBatchNormalization method) (HGQ.layers.batchnorm_base.HBatchNormBase method) (HGQ.layers.conv.HConv method) (HGQ.layers.dense.HDense method) (HGQ.layers.misc.HActivation method) PPermute (class in HGQ.layers.passive_layers) PPool1D (class in HGQ.layers.passive_layers) PPool2D (class in HGQ.layers.passive_layers) PReshape (class in HGQ.layers.passive_layers) proxy_ready (HGQ.proxy.unary_lut.UnaryLUT attribute) ProxyLayerXFormer (class in HGQ.proxy.convert)

Q

q_round() (in module HGQ.quantizer.quantizer)

R

register_qconf() (in module HGQ.proxy.precision_derivation) regularizer (HGQ.quantizer.quantizer.HGQ attribute) reset_minmax() (HGQ.bops.bops.ResetMinMax static method) (HGQ.layers.base.HLayerBase method) ResetMinMax (class in HGQ.bops.bops) result_kifRS_layer_with_fusible_quantizer() (in module HGQ.proxy.precision_derivation)

result_t_kif (HGQ.proxy.fixed_point_quantizer.FixedPointQuantizer property) RND() (in module HGQ.proxy.fixed_point_quantizer) RND_CONV() (in module HGQ.proxy.fixed_point_quantizer) RND_INF() (in module HGQ.proxy.fixed_point_quantizer) RND_MIN_INF() (in module HGQ.proxy.fixed_point_quantizer) rnd_strategy (HGQ.quantizer.quantizer.HGQ attribute) RND_ZERO() (in module HGQ.proxy.fixed_point_quantizer)

S

SAT() (in module HGQ.proxy.fixed_point_quantizer) SAT_SYM() (in module HGQ.proxy.fixed_point_quantizer) SAT_ZERO() (in module HGQ.proxy.fixed_point_quantizer) scale_grad() (in module HGQ.layers.base) set_default_kq_conf() (in module HGQ.utils.utils)

set_default_paq_conf() (in module HGQ.utils.utils) Shutup (class in HGQ) Signature (class in HGQ.layers.passive_layers) skip_dims (HGQ.quantizer.quantizer.HGQ attribute) solve_dependencies() (in module HGQ.proxy.convert) STREAM (in module HGQ.proxy.precision_derivation)

T

to_keras_layer() (in module HGQ.proxy.convert) to_proxy_model() (in module HGQ.proxy.convert) trace_minmax() (in module HGQ.bops.bops)

TRN() (in module HGQ.proxy.fixed_point_quantizer) TRN_ZERO() (in module HGQ.proxy.fixed_point_quantizer) tuple_to_apf() (in module HGQ.utils.utils)

U

ufixed() (in module HGQ.proxy.fixed_point_quantizer)

UnaryLUT (class in HGQ.proxy.unary_lut)

W

warn() (in module HGQ.utils.utils) WRAP() (in module HGQ.proxy.fixed_point_quantizer)

WRAP_SM() (in module HGQ.proxy.fixed_point_quantizer) write() (HGQ.Shutup method)

X

xfr_to_unary_lut() (in module HGQ.proxy.unary_lut)