DeepOBS
stable
User Guide
Quick Start
Installation
Set-Up Data Sets
Contributing to DeepOBS
Overview
Data Downloading
Data Loading
Model Loading
Runners
Baseline Results
Runtime Estimation
Visualization
Simple Example
Create new Run Script
Run new Optimizer
Get best Run
Plot Results
Suggested Protocol
Create new Run Script
Hyperparameter Search
Repeated Runs with best Setting
Plot Results
API Reference
Data Sets
2D Data Set
Quadratic Data Set
MNIST Data Set
FMNIST Data Set
CIFAR-10 Data Set
CIFAR-100 Data Set
SVHN Data Set
ImageNet Data Set
Tolstoi Data Set
Test Problems
2D Test Problems
2D Beale
2D Branin
2D Rosenbrock
Quadratic Test Problems
Quadratic Deep
MNIST Test Problems
MNIST LogReg
MNIST MLP
MNIST 2c2d
MNIST VAE
Fashion-MNIST Test Problems
Fashion-MNIST LogReg
Fashion-MNIST MLP
Fashion-MNIST 2c2d
Fashion-MNIST VAE
CIFAR-10 Test Problems
CIFAR-10 3c3d
CIFAR-10 VGG16
CIFAR-10 VGG19
CIFAR-100 Test Problems
CIFAR-100 3c3d
CIFAR-100 VGG16
CIFAR-100 VGG19
CIFAR-100 All-CNN-C
CIFAR-100 WideResNet 40-4
SVHN Test Problems
SVHN 3c3d
SVHN WideResNet 16-4
ImageNet Test Problems
ImageNet VGG16
ImageNet VGG19
ImageNet Inception v3
Tolstoi Test Problems
Tolstoi Char RNN
Runner
Standard Runner
Analyzer
Analyzer
Test Problem Analyzer
Optimizer Analyzer
Setting Analyzer
Aggregate Run
Scripts
Prepare Data
Named Arguments
Download Baselines
Named Arguments
Plot Results
Positional Arguments
Named Arguments
Estimate Runtime
Positional Arguments
Named Arguments
DeepOBS
Docs
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Index
Edit on GitHub
Index
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A
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B
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C
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D
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F
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G
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
_
_quadratic_base (class in deepobs.tensorflow.testproblems._quadratic)
A
accuracy (deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
aggregate (deepobs.analyzer.analyze_utils.SettingAnalyzer attribute)
AggregateRun (class in deepobs.analyzer.analyze_utils)
Analyzer (class in deepobs.analyzer.analyze_utils)
B
batch (deepobs.tensorflow.datasets.cifar10.cifar10 attribute)
(deepobs.tensorflow.datasets.cifar100.cifar100 attribute)
(deepobs.tensorflow.datasets.dataset.DataSet attribute)
(deepobs.tensorflow.datasets.fmnist.fmnist attribute)
(deepobs.tensorflow.datasets.imagenet.imagenet attribute)
(deepobs.tensorflow.datasets.mnist.mnist attribute)
(deepobs.tensorflow.datasets.quadratic.quadratic attribute)
(deepobs.tensorflow.datasets.svhn.svhn attribute)
(deepobs.tensorflow.datasets.tolstoi.tolstoi attribute)
(deepobs.tensorflow.datasets.two_d.two_d attribute)
best_value (deepobs.analyzer.analyze_utils.AggregateRun attribute)
C
cifar10 (class in deepobs.tensorflow.datasets.cifar10)
cifar100 (class in deepobs.tensorflow.datasets.cifar100)
cifar100_3c3d (class in deepobs.tensorflow.testproblems.cifar100_3c3d)
cifar100_allcnnc (class in deepobs.tensorflow.testproblems.cifar100_allcnnc)
cifar100_vgg16 (class in deepobs.tensorflow.testproblems.cifar100_vgg16)
cifar100_vgg19 (class in deepobs.tensorflow.testproblems.cifar100_vgg19)
cifar100_wrn404 (class in deepobs.tensorflow.testproblems.cifar100_wrn404)
cifar10_3c3d (class in deepobs.tensorflow.testproblems.cifar10_3c3d)
cifar10_vgg16 (class in deepobs.tensorflow.testproblems.cifar10_vgg16)
cifar10_vgg19 (class in deepobs.tensorflow.testproblems.cifar10_vgg19)
conv_perf (deepobs.analyzer.analyze_utils.AggregateRun attribute)
(deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
(deepobs.analyzer.analyze_utils.SettingAnalyzer attribute)
(deepobs.analyzer.analyze_utils.TestProblemAnalyzer attribute)
D
DataSet (class in deepobs.tensorflow.datasets.dataset)
dataset (deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
F
final_value (deepobs.analyzer.analyze_utils.AggregateRun attribute)
fmnist (class in deepobs.tensorflow.datasets.fmnist)
fmnist_2c2d (class in deepobs.tensorflow.testproblems.fmnist_2c2d)
fmnist_logreg (class in deepobs.tensorflow.testproblems.fmnist_logreg)
fmnist_mlp (class in deepobs.tensorflow.testproblems.fmnist_mlp)
fmnist_vae (class in deepobs.tensorflow.testproblems.fmnist_vae)
G
get_best_setting_best() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
get_best_setting_final() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
get_bm_table() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
get_setting_most_runs() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
I
imagenet (class in deepobs.tensorflow.datasets.imagenet)
imagenet_inception_v3 (class in deepobs.tensorflow.testproblems.imagenet_inception_v3)
imagenet_vgg16 (class in deepobs.tensorflow.testproblems.imagenet_vgg16)
imagenet_vgg19 (class in deepobs.tensorflow.testproblems.imagenet_vgg19)
L
losses (deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
M
metric (deepobs.analyzer.analyze_utils.AggregateRun attribute)
(deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
(deepobs.analyzer.analyze_utils.SettingAnalyzer attribute)
(deepobs.analyzer.analyze_utils.TestProblemAnalyzer attribute)
mnist (class in deepobs.tensorflow.datasets.mnist)
mnist_2c2d (class in deepobs.tensorflow.testproblems.mnist_2c2d)
mnist_logreg (class in deepobs.tensorflow.testproblems.mnist_logreg)
mnist_mlp (class in deepobs.tensorflow.testproblems.mnist_mlp)
mnist_vae (class in deepobs.tensorflow.testproblems.mnist_vae)
N
name (deepobs.analyzer.analyze_utils.AggregateRun attribute)
(deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
(deepobs.analyzer.analyze_utils.SettingAnalyzer attribute)
(deepobs.analyzer.analyze_utils.TestProblemAnalyzer attribute)
num_runs (deepobs.analyzer.analyze_utils.AggregateRun attribute)
num_settings (deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
O
optimizer (deepobs.analyzer.analyze_utils.TestProblemAnalyzer attribute)
OptimizerAnalyzer (class in deepobs.analyzer.analyze_utils)
output (deepobs.analyzer.analyze_utils.AggregateRun attribute)
P
phase (deepobs.tensorflow.datasets.cifar10.cifar10 attribute)
(deepobs.tensorflow.datasets.cifar100.cifar100 attribute)
(deepobs.tensorflow.datasets.dataset.DataSet attribute)
(deepobs.tensorflow.datasets.fmnist.fmnist attribute)
(deepobs.tensorflow.datasets.imagenet.imagenet attribute)
(deepobs.tensorflow.datasets.mnist.mnist attribute)
(deepobs.tensorflow.datasets.quadratic.quadratic attribute)
(deepobs.tensorflow.datasets.svhn.svhn attribute)
(deepobs.tensorflow.datasets.tolstoi.tolstoi attribute)
(deepobs.tensorflow.datasets.two_d.two_d attribute)
plot_lr_sensitivity() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
plot_performance() (deepobs.analyzer.analyze_utils.OptimizerAnalyzer method)
Q
quadratic (class in deepobs.tensorflow.datasets.quadratic)
quadratic_deep (class in deepobs.tensorflow.testproblems.quadratic_deep)
R
regularizer (deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
run() (deepobs.tensorflow.runners.standard_runner.StandardRunner method)
runs (deepobs.analyzer.analyze_utils.AggregateRun attribute)
S
set_up() (deepobs.tensorflow.testproblems._quadratic._quadratic_base method)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d method)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc method)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 method)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 method)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 method)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d method)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 method)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 method)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d method)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg method)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp method)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae method)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 method)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 method)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 method)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d method)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg method)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp method)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae method)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d method)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 method)
(deepobs.tensorflow.testproblems.testproblem.TestProblem method)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn method)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale method)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin method)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock method)
SettingAnalyzer (class in deepobs.analyzer.analyze_utils)
settings (deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
StandardRunner (class in deepobs.tensorflow.runners.standard_runner)
svhn (class in deepobs.tensorflow.datasets.svhn)
svhn_3c3d (class in deepobs.tensorflow.testproblems.svhn_3c3d)
svhn_wrn164 (class in deepobs.tensorflow.testproblems.svhn_wrn164)
T
test_init_op (deepobs.tensorflow.datasets.cifar10.cifar10 attribute)
(deepobs.tensorflow.datasets.cifar100.cifar100 attribute)
(deepobs.tensorflow.datasets.dataset.DataSet attribute)
(deepobs.tensorflow.datasets.fmnist.fmnist attribute)
(deepobs.tensorflow.datasets.imagenet.imagenet attribute)
(deepobs.tensorflow.datasets.mnist.mnist attribute)
(deepobs.tensorflow.datasets.quadratic.quadratic attribute)
(deepobs.tensorflow.datasets.svhn.svhn attribute)
(deepobs.tensorflow.datasets.tolstoi.tolstoi attribute)
(deepobs.tensorflow.datasets.two_d.two_d attribute)
(deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
TestProblem (class in deepobs.tensorflow.testproblems.testproblem)
testproblem (deepobs.analyzer.analyze_utils.AggregateRun attribute)
(deepobs.analyzer.analyze_utils.OptimizerAnalyzer attribute)
(deepobs.analyzer.analyze_utils.SettingAnalyzer attribute)
TestProblemAnalyzer (class in deepobs.analyzer.analyze_utils)
testproblems (deepobs.analyzer.analyze_utils.Analyzer attribute)
tolstoi (class in deepobs.tensorflow.datasets.tolstoi)
tolstoi_char_rnn (class in deepobs.tensorflow.testproblems.tolstoi_char_rnn)
train_eval_init_op (deepobs.tensorflow.datasets.cifar10.cifar10 attribute)
(deepobs.tensorflow.datasets.cifar100.cifar100 attribute)
(deepobs.tensorflow.datasets.dataset.DataSet attribute)
(deepobs.tensorflow.datasets.fmnist.fmnist attribute)
(deepobs.tensorflow.datasets.imagenet.imagenet attribute)
(deepobs.tensorflow.datasets.mnist.mnist attribute)
(deepobs.tensorflow.datasets.quadratic.quadratic attribute)
(deepobs.tensorflow.datasets.svhn.svhn attribute)
(deepobs.tensorflow.datasets.tolstoi.tolstoi attribute)
(deepobs.tensorflow.datasets.two_d.two_d attribute)
(deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
train_init_op (deepobs.tensorflow.datasets.cifar10.cifar10 attribute)
(deepobs.tensorflow.datasets.cifar100.cifar100 attribute)
(deepobs.tensorflow.datasets.dataset.DataSet attribute)
(deepobs.tensorflow.datasets.fmnist.fmnist attribute)
(deepobs.tensorflow.datasets.imagenet.imagenet attribute)
(deepobs.tensorflow.datasets.mnist.mnist attribute)
(deepobs.tensorflow.datasets.quadratic.quadratic attribute)
(deepobs.tensorflow.datasets.svhn.svhn attribute)
(deepobs.tensorflow.datasets.tolstoi.tolstoi attribute)
(deepobs.tensorflow.datasets.two_d.two_d attribute)
(deepobs.tensorflow.testproblems._quadratic._quadratic_base attribute)
(deepobs.tensorflow.testproblems.cifar100_3c3d.cifar100_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar100_allcnnc.cifar100_allcnnc attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg16.cifar100_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar100_vgg19.cifar100_vgg19 attribute)
(deepobs.tensorflow.testproblems.cifar100_wrn404.cifar100_wrn404 attribute)
(deepobs.tensorflow.testproblems.cifar10_3c3d.cifar10_3c3d attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg16.cifar10_vgg16 attribute)
(deepobs.tensorflow.testproblems.cifar10_vgg19.cifar10_vgg19 attribute)
(deepobs.tensorflow.testproblems.fmnist_2c2d.fmnist_2c2d attribute)
(deepobs.tensorflow.testproblems.fmnist_logreg.fmnist_logreg attribute)
(deepobs.tensorflow.testproblems.fmnist_mlp.fmnist_mlp attribute)
(deepobs.tensorflow.testproblems.fmnist_vae.fmnist_vae attribute)
(deepobs.tensorflow.testproblems.imagenet_inception_v3.imagenet_inception_v3 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg16.imagenet_vgg16 attribute)
(deepobs.tensorflow.testproblems.imagenet_vgg19.imagenet_vgg19 attribute)
(deepobs.tensorflow.testproblems.mnist_2c2d.mnist_2c2d attribute)
(deepobs.tensorflow.testproblems.mnist_logreg.mnist_logreg attribute)
(deepobs.tensorflow.testproblems.mnist_mlp.mnist_mlp attribute)
(deepobs.tensorflow.testproblems.mnist_vae.mnist_vae attribute)
(deepobs.tensorflow.testproblems.quadratic_deep.quadratic_deep attribute)
(deepobs.tensorflow.testproblems.svhn_3c3d.svhn_3c3d attribute)
(deepobs.tensorflow.testproblems.svhn_wrn164.svhn_wrn164 attribute)
(deepobs.tensorflow.testproblems.testproblem.TestProblem attribute)
(deepobs.tensorflow.testproblems.tolstoi_char_rnn.tolstoi_char_rnn attribute)
(deepobs.tensorflow.testproblems.two_d_beale.two_d_beale attribute)
(deepobs.tensorflow.testproblems.two_d_branin.two_d_branin attribute)
(deepobs.tensorflow.testproblems.two_d_rosenbrock.two_d_rosenbrock attribute)
two_d (class in deepobs.tensorflow.datasets.two_d)
two_d_beale (class in deepobs.tensorflow.testproblems.two_d_beale)
two_d_branin (class in deepobs.tensorflow.testproblems.two_d_branin)
two_d_rosenbrock (class in deepobs.tensorflow.testproblems.two_d_rosenbrock)
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