Index

_

__init__() (ICNNLayer method) (NN method) (NNPytorchAD method) (NNPytorchHessian method) (quadraticICNNLayer method) (quadraticLayer method) (resnetLayer method) (singleLayer method) (softplusActivation method)

A

antiTanhActivation (class in hessQuik.activations.antiTanh_activation)

B

backward() (hessQuikActivationFunction method) (hessQuikLayer method) (ICNNLayer method) (NN method) (quadraticICNNLayer method) (quadraticLayer method) (resnetLayer method) (singleLayer method)

C

compute_derivatives() (antiTanhActivation method) (hessQuikActivationFunction method) (identityActivation method) (quadraticActivation method) (sigmoidActivation method) (softplusActivation method) (tanhActivation method)

convert_to_base() (in module hessQuik.utils.utils)

D

dim_input() (hessQuikLayer method) (ICNNLayer method) (NN method) (quadraticICNNLayer method) (quadraticLayer method) (resnetLayer method) (singleLayer method)

dim_output() (hessQuikLayer method) (ICNNLayer method) (NN method) (quadraticICNNLayer method) (quadraticLayer method) (resnetLayer method) (singleLayer method)

E

extract_data() (in module hessQuik.utils.utils)

F

forward() (antiTanhActivation method) (hessQuikActivationFunction method) (hessQuikLayer method) (ICNNLayer method) (identityActivation method) (NN method) (NNPytorchAD method) (NNPytorchHessian method) (quadraticActivation method) (quadraticICNNLayer method) (quadraticLayer method) (resnetLayer method) (sigmoidActivation method) (singleLayer method) (softplusActivation method) (tanhActivation method)

fullyConnectedNN (class in hessQuik.networks.fully_connected_network)

H

hessQuik.activations.antiTanh_activation module hessQuik.activations.hessQuik_activation_function module hessQuik.activations.identity_activation module hessQuik.activations.quadratic_activation module hessQuik.activations.sigmoid_activation module hessQuik.activations.softplus_activation module hessQuik.activations.tanh_activation module hessQuik.layers.hessQuik_layer module hessQuik.layers.icnn_layer module hessQuik.layers.quadratic_icnn_layer module hessQuik.layers.quadratic_layer module hessQuik.layers.resnet_layer module

hessQuik.layers.single_layer module hessQuik.networks.fully_connected_network module hessQuik.networks.hessQuik_network module hessQuik.networks.icnn_network module hessQuik.networks.resnet_network module hessQuik.utils.data module hessQuik.utils.input_derivative_check module hessQuik.utils.network_derivative_check module hessQuik.utils.timing module hessQuik.utils.training module hessQuik.utils.utils module hessQuikActivationFunction (class in hessQuik.activations.hessQuik_activation_function) hessQuikLayer (class in hessQuik.layers.hessQuik_layer)

I

ICNN (class in hessQuik.networks.icnn_network) ICNNLayer (class in hessQuik.layers.icnn_layer) identityActivation (class in hessQuik.activations.identity_activation)

input_derivative_check() (in module hessQuik.utils.input_derivative_check) input_derivative_check_finite_difference() (in module hessQuik.utils.input_derivative_check) insert_data() (in module hessQuik.utils.utils)

M

module hessQuik.activations.antiTanh_activation hessQuik.activations.hessQuik_activation_function hessQuik.activations.identity_activation hessQuik.activations.quadratic_activation hessQuik.activations.sigmoid_activation hessQuik.activations.softplus_activation hessQuik.activations.tanh_activation hessQuik.layers.hessQuik_layer hessQuik.layers.icnn_layer hessQuik.layers.quadratic_icnn_layer hessQuik.layers.quadratic_layer hessQuik.layers.resnet_layer hessQuik.layers.single_layer hessQuik.networks.fully_connected_network hessQuik.networks.hessQuik_network hessQuik.networks.icnn_network hessQuik.networks.resnet_network hessQuik.utils.data hessQuik.utils.input_derivative_check hessQuik.utils.network_derivative_check hessQuik.utils.timing hessQuik.utils.training hessQuik.utils.utils

module_getattr() (in module hessQuik.utils.utils) module_setattr() (in module hessQuik.utils.utils)

N

network_derivative_check() (in module hessQuik.utils.network_derivative_check) NN (class in hessQuik.networks.hessQuik_network)

NNPytorchAD (class in hessQuik.networks.hessQuik_network) NNPytorchHessian (class in hessQuik.networks.hessQuik_network)

P

peaks() (in module hessQuik.utils.data)

print_headers() (in module hessQuik.utils.training)

Q

quadraticActivation (class in hessQuik.activations.quadratic_activation)

quadraticICNNLayer (class in hessQuik.layers.quadratic_icnn_layer) quadraticLayer (class in hessQuik.layers.quadratic_layer)

R

resnetLayer (class in hessQuik.layers.resnet_layer)

resnetNN (class in hessQuik.networks.resnet_network)

S

setup_device_and_gradient() (in module hessQuik.utils.timing) setup_forward_mode() (NN method) setup_fully_connected() (in module hessQuik.utils.timing) setup_icnn() (in module hessQuik.utils.timing)

setup_network() (in module hessQuik.utils.timing) setup_resnet() (in module hessQuik.utils.timing) sigmoidActivation (class in hessQuik.activations.sigmoid_activation) singleLayer (class in hessQuik.layers.single_layer) softplusActivation (class in hessQuik.activations.softplus_activation)

T

tanhActivation (class in hessQuik.activations.tanh_activation) test() (in module hessQuik.utils.training) timing_test() (in module hessQuik.utils.timing)

timing_test_cpu() (in module hessQuik.utils.timing) timing_test_gpu() (in module hessQuik.utils.timing) train_one_epoch() (in module hessQuik.utils.training)