Index

_

__iadd__() (singa.tensor.Tensor method) __idiv__() (singa.tensor.Tensor method)

__imul__() (singa.tensor.Tensor method) __isub__() (singa.tensor.Tensor method)

A

abs() (in module singa.tensor) Accuracy (class in singa.metric) Activation (class in singa.layer) AdaGrad (class in singa.optimizer) Adam (class in singa.optimizer) add() (in module singa.tensor) (singa.net.FeedForwardNet method) add_column() (in module singa.tensor) (singa.tensor.Tensor method) add_row() (in module singa.tensor) (singa.tensor.Tensor method)

apply() (singa.optimizer.Constraint method) (singa.optimizer.CppConstraint method) (singa.optimizer.CppRegularizer method) (singa.optimizer.L2Constraint method) (singa.optimizer.L2Regularizer method) (singa.optimizer.Optimizer method) (singa.optimizer.Regularizer method) apply_regularizer_constraint() (singa.optimizer.Optimizer method) apply_with_lr() (singa.optimizer.AdaGrad method) (singa.optimizer.Adam method) (singa.optimizer.Nesterov method) (singa.optimizer.Optimizer method) (singa.optimizer.RMSProp method) (singa.optimizer.SGD method) as_type() (singa.layer.Layer method) average() (in module singa.tensor) AvgPooling1D (class in singa.layer) AvgPooling2D (class in singa.layer) axpy() (in module singa.tensor)

B

backward() (singa.layer.Concat method) (singa.layer.Dummy method) (singa.layer.Layer method) (singa.layer.Merge method) (singa.layer.RNN method) (singa.layer.Slice method) (singa.layer.Split method) (singa.loss.Loss method) (singa.loss.SquaredError method) (singa.net.FeedForwardNet method) BatchNormalization (class in singa.layer)

bernoulli() (in module singa.tensor) (singa.tensor.Tensor method)

C

caffe_layer() (singa.layer.Layer method) clone() (singa.tensor.Tensor method) color_cast() (in module singa.image_tool) (singa.image_tool.ImageTool method) Concat (class in singa.layer) Constraint (class in singa.optimizer) Conv1D (class in singa.layer) Conv2D (class in singa.layer) copy() (singa.tensor.Tensor method) copy_data() (singa.tensor.Tensor method) copy_data_to_from() (in module singa.tensor)

copy_from_numpy() (singa.tensor.Tensor method) CppConstraint (class in singa.optimizer) CppRegularizer (class in singa.optimizer) create_cuda_gpus() (in module singa.device) create_cuda_gpus_on() (in module singa.device) crop() (in module singa.image_tool) crop3() (singa.image_tool.ImageTool method) crop5() (singa.image_tool.ImageTool method) crop8() (singa.image_tool.ImageTool method) crop_and_resize() (in module singa.image_tool)

D

deepcopy() (singa.tensor.Tensor method) Dense (class in singa.layer) div() (in module singa.tensor) div_column() (singa.tensor.Tensor method)

div_row() (singa.tensor.Tensor method) Dropout (class in singa.layer) Dummy (class in singa.layer)

E

eltwise_mult() (in module singa.tensor) engine (in module singa.layer) enhance() (in module singa.image_tool) (singa.image_tool.ImageTool method)

evaluate() (singa.loss.Loss method) (singa.loss.SquaredError method) (singa.metric.Metric method) (singa.net.FeedForwardNet method) exp() (in module singa.tensor)

F

FeedForwardNet (class in singa.net) Flatten (class in singa.layer) flip() (singa.image_tool.ImageTool method)

forward() (singa.layer.Concat method) (singa.layer.Dummy method) (singa.layer.Layer method) (singa.layer.Merge method) (singa.layer.RNN method) (singa.layer.Slice method) (singa.layer.Split method) (singa.loss.Loss method) (singa.loss.SquaredError method) (singa.metric.Metric method) (singa.net.FeedForwardNet method) from_numpy() (in module singa.tensor)

G

gaussian() (in module singa.initializer) (in module singa.tensor) (singa.tensor.Tensor method) ge() (in module singa.tensor) get_default_device() (in module singa.device) get_layer_list() (in module singa.layer)

get_output_sample_shape() (singa.layer.AvgPooling1D method) (singa.layer.Conv1D method) (singa.layer.Dummy method) (singa.layer.Layer method) (singa.layer.MaxPooling1D method) (singa.layer.Merge method) (singa.layer.Slice method) (singa.layer.Split method) GRU (class in singa.layer) gt() (in module singa.tensor)

I

ImageBatchIter (class in singa.data) ImageTool (class in singa.image_tool)

is_empty() (singa.tensor.Tensor method) is_transpose() (singa.tensor.Tensor method)

L

l1() (singa.tensor.Tensor method) l2() (singa.tensor.Tensor method) L2Constraint (class in singa.optimizer) L2Regularizer (class in singa.optimizer) Layer (class in singa.layer) le() (in module singa.tensor) load() (singa.net.FeedForwardNet method)

load_img() (in module singa.image_tool) log() (in module singa.tensor) Loss (class in singa.loss) LRN (class in singa.layer) LSTM (class in singa.layer) lt() (in module singa.tensor)

M

MaxPooling1D (class in singa.layer) MaxPooling2D (class in singa.layer) memsize() (singa.tensor.Tensor method) Merge (class in singa.layer)

Metric (class in singa.metric) mult() (in module singa.tensor) mult_column() (singa.tensor.Tensor method) mult_row() (singa.tensor.Tensor method)

N

ndim() (singa.tensor.Tensor method) Nesterov (class in singa.optimizer)

num_augmentation() (singa.image_tool.ImageTool method)

O

Optimizer (class in singa.optimizer)

P

param_names() (singa.layer.Layer method) (singa.net.FeedForwardNet method) param_specs() (singa.net.FeedForwardNet method) param_values() (singa.layer.Layer method) (singa.net.FeedForwardNet method)

Pooling2D (class in singa.layer) pow() (in module singa.tensor) predict() (singa.net.FeedForwardNet method)

R

random_crop() (singa.image_tool.ImageTool method) read() (singa.snapshot.Snapshot method) register() (singa.optimizer.Optimizer method) Regularizer (class in singa.optimizer) relu() (in module singa.tensor) reset_like() (singa.tensor.Tensor method) reshape() (in module singa.tensor) (singa.tensor.Tensor method)

resize() (in module singa.image_tool) resize_by_list() (singa.image_tool.ImageTool method) resize_by_range() (singa.image_tool.ImageTool method) RMSProp (class in singa.optimizer) RNN (class in singa.layer) rotate_by_list() (singa.image_tool.ImageTool method) rotate_by_range() (singa.image_tool.ImageTool method)

S

save() (singa.net.FeedForwardNet method) set_value() (singa.tensor.Tensor method) setup() (singa.layer.Dummy method) (singa.layer.Layer method) (singa.layer.Merge method) (singa.layer.Split method) SGD (class in singa.optimizer) sigmoid() (in module singa.tensor) sign() (in module singa.tensor) singa.converter (module) singa.data (module) singa.device (module) singa.image_tool (module) singa.initializer (module) singa.layer (module) singa.loss (module) singa.metric (module) singa.net (module) singa.optimizer (module) singa.snapshot (module)

singa.tensor (module) singa.utils (module) size() (singa.tensor.Tensor method) sizeof() (in module singa.tensor) Slice (class in singa.layer) Snapshot (class in singa.snapshot) Softmax (class in singa.layer) softmax() (in module singa.tensor) SoftmaxCrossEntropy (class in singa.loss) Split (class in singa.layer) sqrt() (in module singa.tensor) square() (in module singa.tensor) SquaredError (class in singa.loss) sub() (in module singa.tensor) sum() (in module singa.tensor) sum_columns() (in module singa.tensor) sum_rows() (in module singa.tensor)

T

T() (singa.tensor.Tensor method) tanh() (in module singa.tensor) Tensor (class in singa.tensor) to_device() (singa.layer.Layer method) (singa.net.FeedForwardNet method) (singa.tensor.Tensor method)

to_host() (in module singa.tensor) (singa.tensor.Tensor method) to_numpy() (in module singa.tensor) topo_sort() (singa.net.FeedForwardNet method) train() (singa.net.FeedForwardNet method)

U

uniform() (in module singa.initializer) (in module singa.tensor) (singa.tensor.Tensor method)

update_progress() (in module singa.utils)

W

write() (singa.snapshot.Snapshot method)