Index

Symbols

2021-10

_

__init__() (onnxcustom.training.data_loader.OrtDataLoader method) (onnxcustom.training.optimizers.OrtGradientOptimizer method) __iter__() (onnxcustom.training.data_loader.OrtDataLoader method) __len__() (onnxcustom.training.data_loader.OrtDataLoader method) __repr__() (onnxcustom.training.data_loader.OrtDataLoader method) (onnxcustom.training.optimizers.BaseEstimator method) _create_training_session() (onnxcustom.training.optimizers.OrtGradientOptimizer method) _demangle() (in module onnxcustom.utils.nvprof2json)

_evaluation() (onnxcustom.training.optimizers.OrtGradientOptimizer method) _get_param_names() (onnxcustom.training.optimizers.BaseEstimator class method) _init_learning_rate() (onnxcustom.training.optimizers.OrtGradientOptimizer method) _iteration() (onnxcustom.training.optimizers.OrtGradientOptimizer method) _munge_time() (in module onnxcustom.utils.nvprof2json) _sizeof_fmt() (in module onnxcustom.utils.nvprof2json) _unique_name() (in module onnxcustom.training.orttraining) _update_learning_rate() (onnxcustom.training.optimizers.OrtGradientOptimizer method)

A

add_loss_output() (in module onnxcustom.training.orttraining), [1]

B

BaseEstimator (class in onnxcustom.training.optimizers) BaseEstimator() (in module onnxcustom.training.optimizers)

benchmark black list blog, [1]

C

Cbids (class in onnxcustom.utils.nvprof2json) check check() (in module onnxcustom)

convert_trace_to_json() (in module onnxcustom.utils.nvprof2json), [1] Converts a profile stored by nvprof into json custom converter, [1] custom python runtime

D

data_np (onnxcustom.training.data_loader.OrtDataLoader property) data_ort (onnxcustom.training.data_loader.OrtDataLoader property) dataframe, [1]

deep learning deployment discrepencies double

E

ensemble

F

fit() (onnxcustom.training.optimizers.OrtGradientOptimizer method)

float

G

get_class_names() (in module onnxcustom.utils.imagenet_classes), [1]

get_state() (onnxcustom.training.optimizers.OrtGradientOptimizer method) get_train_initializer() (in module onnxcustom.training.orttraining), [1]

I

intermediate results

investigate iter_bind() (onnxcustom.training.data_loader.OrtDataLoader method)

J

json_to_dataframe() (in module onnxcustom.utils.nvprof2json), [1]

json_to_dataframe_streaming() (in module onnxcustom.utils.nvprof2json), [1]

L

LightGBM, [1]

lightgbm

M

main() (in module onnxcustom.__main__) measure_time() (in module onnxcustom.utils.benchmark), [1] module onnxcustom onnxcustom.__main__ onnxcustom.cli onnxcustom.cli.profiling onnxcustom.plotting onnxcustom.plotting.plotting_onnx onnxcustom.training onnxcustom.training.data_loader onnxcustom.training.optimizers onnxcustom.training.orttraining onnxcustom.utils onnxcustom.utils.benchmark onnxcustom.utils.imagenet_classes onnxcustom.utils.nvprof2json

N

nvprof2json() (in module onnxcustom.cli.profiling)

O

onnxcustom module onnxcustom.__main__ module onnxcustom.cli module onnxcustom.cli.profiling module onnxcustom.plotting module onnxcustom.plotting.plotting_onnx module onnxcustom.training module onnxcustom.training.data_loader module

onnxcustom.training.optimizers module onnxcustom.training.orttraining module onnxcustom.utils module onnxcustom.utils.benchmark module onnxcustom.utils.imagenet_classes module onnxcustom.utils.nvprof2json module opset options, [1] OrtDataLoader (class in onnxcustom.training.data_loader), [1] OrtGradientOptimizer (class in onnxcustom.training.optimizers) OrtGradientOptimizer() (in module onnxcustom.training.optimizers)

P

parser, [1]

pipeline plot_onnxs() (in module onnxcustom.plotting.plotting_onnx)

S

set_state() (onnxcustom.training.optimizers.OrtGradientOptimizer method)

sparse syntax

T

target opset

transfer learning tutorial

V

version

W

white list WOE, [1]

WOEEncoder WOETransformer

X

XGBoost

xgboost