Mocha
v0.3.1
Training LeNet on MNIST
Alex’s CIFAR-10 tutorial in Mocha
Image Classification with Pre-trained Model
Pre-training with Stacked De-noising Auto-encoders
Mocha in the Cloud
Networks
Layers
Neurons (Activation Functions)
Initializers
Regularizers
Norm Constraints
Data Transformers
Solvers
Mocha Backends
Tools
Blob
Layer
Mocha
Docs
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Index
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Index
A
|
B
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C
|
D
|
E
|
F
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G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
V
|
W
|
X
A
AccuracyLayer (built-in class)
Adam (built-in class)
ArgmaxLayer (built-in class)
AsyncHDF5DataLayer (built-in class)
auto_scale (DropoutLayer attribute)
B
backward() (built-in function)
batch_size (HDF5DataLayer attribute)
(MemoryDataLayer attribute)
batch_sizes (RandomNormalLayer attribute)
beta1 (Adam attribute)
beta2 (Adam attribute)
bias_cons (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
bias_init (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
bias_lr (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
bias_regu (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
BinaryAccuracyLayer (built-in class)
BinaryCrossEntropyLossLayer (built-in class)
bottoms (AccuracyLayer attribute)
(ArgmaxLayer attribute)
(BinaryAccuracyLayer attribute)
(BinaryCrossEntropyLossLayer attribute)
(ChannelPoolingLayer attribute)
(ConcatLayer attribute)
(ConvolutionLayer attribute)
(CropLayer attribute)
(DropoutLayer attribute)
(ElementWiseLayer attribute)
(GaussianKLLossLayer attribute)
(HDF5OutputLayer attribute)
(HingeLossLayer attribute)
(IdentityLayer attribute)
(Index2OnehotLayer attribute)
(InnerProductLayer attribute)
(LRNLayer attribute)
(MemoryOutputLayer attribute)
(MultinomialLogisticLossLayer attribute)
(PoolingLayer attribute)
(PowerLayer attribute)
(ReshapeLayer attribute)
(SoftlabelSoftmaxLossLayer attribute)
(SoftmaxLayer attribute)
(SoftmaxLossLayer attribute)
(SplitLayer attribute)
(SquareLossLayer attribute)
(TiedInnerProductLayer attribute)
C
channel_dim (ChannelPoolingLayer attribute)
ChannelPoolingLayer (built-in class)
chunk_size (AsyncHDF5DataLayer attribute)
ConcatLayer (built-in class)
ConstantInitializer (built-in class)
ConvolutionLayer (built-in class)
copy!() (built-in function)
crop_size (CropLayer attribute)
CropLayer (built-in class)
D
data (MemoryDataLayer attribute)
datasets (HDF5OutputLayer attribute)
DataTransformers.Scale (built-in class)
DataTransformers.SubMean (built-in class)
destroy() (built-in function)
dim (AccuracyLayer attribute)
(ArgmaxLayer attribute)
(ConcatLayer attribute)
(Index2OnehotLayer attribute)
(MultinomialLogisticLossLayer attribute)
(SoftlabelSoftmaxLossLayer attribute)
(SoftmaxLayer attribute)
(SoftmaxLossLayer attribute)
DropoutLayer (built-in class)
dump_statistics() (built-in function)
E
ElementWiseLayer (built-in class)
eltype (RandomNormalLayer attribute)
eltype() (built-in function)
epsilon (Adam attribute)
(Neurons.ReLU attribute)
erase!() (built-in function)
every_n_iter (L2Cons attribute)
F
filename (HDF5OutputLayer attribute)
fill!() (built-in function)
filter_cons (ConvolutionLayer attribute)
filter_init (ConvolutionLayer attribute)
filter_lr (ConvolutionLayer attribute)
filter_regu (ConvolutionLayer attribute)
force_overwrite (HDF5OutputLayer attribute)
forward() (built-in function)
G
gain (OrthogonalInitializer attribute)
GaussianInitializer (built-in class)
GaussianKLLossLayer (built-in class)
get_fea_size() (built-in function)
get_height() (built-in function)
get_num() (built-in function)
get_width() (built-in function)
H
HDF5DataLayer (built-in class)
HDF5OutputLayer (built-in class)
HingeLossLayer (built-in class)
I
IdentityLayer (built-in class)
Index2OnehotLayer (built-in class)
InnerProductLayer (built-in class)
K
kernel (ChannelPoolingLayer attribute)
(ConvolutionLayer attribute)
(LRNLayer attribute)
(PoolingLayer attribute)
L
L1Regu (built-in class)
L2Cons (built-in class)
L2Regu (built-in class)
length() (built-in function)
load_from
lr_policy (Adam attribute)
(Nesterov attribute)
(SGD attribute)
LRNLayer (built-in class)
LRPolicy.DecayOnValidation (built-in class)
LRPolicy.Exp (built-in class)
LRPolicy.Fixed (built-in class)
LRPolicy.Inv (built-in class)
LRPolicy.Staged (built-in class)
LRPolicy.Step (built-in class)
M
make_blob() (built-in function)
,
[1]
,
[2]
make_zero_blob() (built-in function)
max_iter
mean (GaussianInitializer attribute)
mean_blob (DataTransformers.SubMean attribute)
mean_file (DataTransformers.SubMean attribute)
MemoryDataLayer (built-in class)
MemoryOutputLayer (built-in class)
mode (LRNLayer attribute)
mom_policy (Nesterov attribute)
(SGD attribute)
MomPolicy.Fixed (built-in class)
MomPolicy.Linear (built-in class)
MomPolicy.Staged (built-in class)
MomPolicy.Step (built-in class)
MultinomialLogisticLossLayer (built-in class)
N
n_class (Index2OnehotLayer attribute)
n_filter (ConvolutionLayer attribute)
n_group (ConvolutionLayer attribute)
ndims() (built-in function)
Nesterov (built-in class)
neuron (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
Neurons.Exponential (built-in class)
Neurons.Identity (built-in class)
Neurons.LReLU (built-in class)
Neurons.ReLU (built-in class)
Neurons.Sigmoid (built-in class)
Neurons.Tanh (built-in class)
no_copy (SplitLayer attribute)
NoCons (built-in class)
NoRegu (built-in class)
normalize (MultinomialLogisticLossLayer attribute)
(SoftmaxLossLayer attribute)
NullInitializer (built-in class)
O
operation (ElementWiseLayer attribute)
OrthogonalInitializer (built-in class)
output_dim (InnerProductLayer attribute)
output_dims (RandomNormalLayer attribute)
P
pad (ChannelPoolingLayer attribute)
(ConvolutionLayer attribute)
(PoolingLayer attribute)
param_key (ConvolutionLayer attribute)
(InnerProductLayer attribute)
(TiedInnerProductLayer attribute)
pooling (ChannelPoolingLayer attribute)
(PoolingLayer attribute)
PoolingLayer (built-in class)
power (LRNLayer attribute)
(PowerLayer attribute)
PowerLayer (built-in class)
R
random_crop (CropLayer attribute)
random_mirror (CropLayer attribute)
RandomMaskLayer (built-in class)
RandomNormalLayer (built-in class)
ratio (DropoutLayer attribute)
regu_coef
reset_statistics() (built-in function)
reshape_blob() (built-in function)
ReshapeLayer (built-in class)
S
scale (DataTransformers.Scale attribute)
(LRNLayer attribute)
(PowerLayer attribute)
setup_layer() (built-in function)
SGD (built-in class)
shape (ReshapeLayer attribute)
shift (LRNLayer attribute)
(PowerLayer attribute)
shuffle (HDF5DataLayer attribute)
shutdown() (built-in function)
size() (built-in function)
,
[1]
Snapshot (built-in class)
SoftlabelSoftmaxLossLayer (built-in class)
SoftmaxLayer (built-in class)
SoftmaxLossLayer (built-in class)
source (HDF5DataLayer attribute)
SplitLayer (built-in class)
SquareLossLayer (built-in class)
statistic_names (TrainingSummary attribute)
std (GaussianInitializer attribute)
stride (ChannelPoolingLayer attribute)
(ConvolutionLayer attribute)
(PoolingLayer attribute)
T
threshold (L2Cons attribute)
tied_param_key (TiedInnerProductLayer attribute)
TiedInnerProductLayer (built-in class)
tops (ArgmaxLayer attribute)
(ChannelPoolingLayer attribute)
(ConcatLayer attribute)
(ConvolutionLayer attribute)
(CropLayer attribute)
(ElementWiseLayer attribute)
(HDF5DataLayer attribute)
(IdentityLayer attribute)
(Index2OnehotLayer attribute)
(InnerProductLayer attribute)
(LRNLayer attribute)
(MemoryDataLayer attribute)
(PoolingLayer attribute)
(PowerLayer attribute)
(RandomNormalLayer attribute)
(ReshapeLayer attribute)
(SoftmaxLayer attribute)
(SplitLayer attribute)
(TiedInnerProductLayer attribute)
TrainingSummary (built-in class)
transformers (HDF5DataLayer attribute)
(MemoryDataLayer attribute)
V
ValidationPerformance (built-in class)
value (ConstantInitializer attribute)
W
weight (BinaryCrossEntropyLossLayer attribute)
(GaussianKLLossLayer attribute)
(HingeLossLayer attribute)
(MultinomialLogisticLossLayer attribute)
(SoftlabelSoftmaxLossLayer attribute)
(SoftmaxLossLayer attribute)
(SquareLossLayer attribute)
weight_cons (InnerProductLayer attribute)
weight_init (InnerProductLayer attribute)
weight_lr (InnerProductLayer attribute)
weight_regu (InnerProductLayer attribute)
weights (MultinomialLogisticLossLayer attribute)
(SoftmaxLossLayer attribute)
X
XavierInitializer (built-in class)
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v: v0.3.1
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