Index

A

alpha (quantizer.quantizers.quantized_bits attribute)

ALPHA_STRING_OPTIONS (quantizer.quantizers.quantized_linear attribute) auto_alpha (quantizer.quantizers.quantized_linear property)

B

BaseQuantizer (class in quantizer.quantizers) bits (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property) (quantizer.quantizers.quantized_relu attribute)

bitwise_compress() (thanna.ThannaConverter method) build() (quantizer.quantizers.BaseQuantizer method)

C

call() (quantizer.qconvolutional.QConv2D method) (quantizer.qDense.QDense method) clip() (thanna.ThannaConverter method) combine_numbers_bitwise() (thanna.ThannaConverter method) compute_output_shape() (quantizer.qDense.QDense method)

convert_conv_matrix() (thanna.ThannaConverter method) convert_conv_weights() (thanna.ThannaConverter method) convert_fc_weights() (thanna.ThannaConverter method) convert_unfolded_to_fixedpoint() (thanna.ThannaConverter method) convert_vec() (thanna.ThannaConverter method)

D

data_type_scale (quantizer.quantizers.quantized_linear property) dbg_err (C macro) dbg_info (C macro)

dbg_warn (C macro) default_quantization_scale (quantizer.quantizers.quantized_linear property) DEVNAME (C macro) DRIVER_NAME (C macro)

E

elements_per_scale (quantizer.quantizers.quantized_bits attribute)

F

FLUSH_CACHE (C macro) from_config() (quantizer.quantizers.quantized_bits class method) (quantizer.quantizers.quantized_linear class method) (quantizer.quantizers.quantized_relu class method)

G

get_clip_bounds() (quantizer.quantizers.quantized_linear method) get_config() (quantizer.qconvolutional.QConv2D method) (quantizer.qDense.QDense method) (quantizer.quantizers.quantized_bits method) (quantizer.quantizers.quantized_linear method) (quantizer.quantizers.quantized_relu method)

get_prunable_weights() (quantizer.qconvolutional.QConv2D method) (quantizer.qDense.QDense method) get_quantization_config() (quantizer.qconvolutional.QConv2D method) (quantizer.qDense.QDense method) get_quantizers() (quantizer.qconvolutional.QConv2D method) (quantizer.qDense.QDense method)

H

hexdump() (thanna.Thanna method)

I

integer (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property) (quantizer.quantizers.quantized_relu attribute)

is_quantized_clip (quantizer.quantizers.quantized_relu attribute)

K

keep_negative (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property)

M

max() (quantizer.quantizers.quantized_bits method) (quantizer.quantizers.quantized_linear method) (quantizer.quantizers.quantized_relu method) max_po2_exponent (quantizer.quantizers.quantized_bits attribute)

min() (quantizer.quantizers.quantized_bits method) (quantizer.quantizers.quantized_linear method) (quantizer.quantizers.quantized_relu method) min_po2_exponent (quantizer.quantizers.quantized_bits attribute)

N

negative_slope (quantizer.quantizers.quantized_relu attribute)

non_trainable_variables (quantizer.quantizers.BaseQuantizer property)

P

pad_conv_matrix() (thanna.ThannaConverter method) pad_conv_weights() (thanna.ThannaConverter method)

pad_fc_weights() (thanna.ThannaConverter method) pad_vec() (thanna.ThannaConverter method)

Q

QConv2D (class in quantizer.qconvolutional) QDense (class in quantizer.qDense) qnoise_factor (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_relu attribute)

quantized_bits (class in quantizer.quantizers) quantized_linear (class in quantizer.quantizers) quantized_relu (class in quantizer.quantizers)

R

range() (quantizer.quantizers.quantized_bits method) (quantizer.quantizers.quantized_linear method) (quantizer.quantizers.quantized_relu method)

read_mem() (thanna.Thanna method) READ_REG (C macro) read_reg() (thanna.Thanna method) relu_upper_bound (quantizer.quantizers.quantized_relu attribute)

S

scale (quantizer.quantizers.quantized_linear property) scale_axis (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property)

symmetric (quantizer.quantizers.quantized_bits attribute)

T

Thanna (class in thanna) thanna_close (C++ function) thanna_command_get_engine_ready() (thanna.Thanna method) thanna_command_read_error() (thanna.Thanna method) thanna_command_reset() (thanna.Thanna method) thanna_command_write_compute_payload() (thanna.Thanna method) thanna_command_write_head() (thanna.Thanna method) thanna_command_write_load_payload() (thanna.Thanna method) thanna_flush_cache (C++ function) thanna_ioctl (C++ function) THANNA_IOCTL_FLUSH_CACHE (C macro) THANNA_IOCTL_READ_REG (C macro) thanna_ioctl_reg_args (C++ struct) thanna_ioctl_reg_args::data (C++ member) thanna_ioctl_reg_args::mask (C++ member) thanna_ioctl_reg_args::offset (C++ member) THANNA_IOCTL_UPDATE_REG_BITS (C macro) THANNA_IOCTL_WRITE_REG (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG0_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG1_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG2_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG3_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG4_OFFSET (C macro)

THANNA_IP_CORE_S00_AXI_SLV_REG5_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG6_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG7_OFFSET (C macro) THANNA_IP_CORE_S00_AXI_SLV_REG8_OFFSET (C macro) thanna_llseek (C++ function) thanna_local (C++ struct) thanna_local::base_addr (C++ member) thanna_local::dma_end (C++ member) thanna_local::dma_start (C++ member) thanna_local::irq (C++ member) thanna_local::mem_end (C++ member) thanna_local::mem_start (C++ member) thanna_local::v_dma_start (C++ member) thanna_mmap (C++ function) thanna_open (C++ function) thanna_read (C++ function) thanna_read_mem (C++ function) thanna_read_reg (C++ function) thanna_update_reg_bits (C++ function) thanna_write (C++ function) thanna_write_mem (C++ function) thanna_write_reg (C++ function) ThannaConverter (class in thanna) trainable_variables (quantizer.quantizers.BaseQuantizer property)

U

unfold_padded_conv_matrix() (thanna.ThannaConverter method) unfold_padded_conv_weights() (thanna.ThannaConverter method) unfold_padded_fc_weights() (thanna.ThannaConverter method) update_qnoise_factor() (quantizer.quantizers.BaseQuantizer method) UPDATE_REG_BITS (C macro) update_reg_bits() (thanna.Thanna method) use_sigmoid (quantizer.quantizers.quantized_relu attribute) use_sign_function (quantizer.quantizers.quantized_linear property)

use_ste (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_relu attribute) use_stochastic_rounding (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property) (quantizer.quantizers.quantized_relu attribute) use_variables (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_linear property) (quantizer.quantizers.quantized_relu attribute)

V

var_name (quantizer.quantizers.quantized_bits attribute) (quantizer.quantizers.quantized_relu attribute)

variables (quantizer.quantizers.BaseQuantizer property)

W

write_mem() (thanna.Thanna method)

WRITE_REG (C macro) write_reg() (thanna.Thanna method)