All functions
|
activation_identity
|
Identity Function For CNTK Operations |
Activation
|
Activation Layer |
all_devices
|
All Devices |
arraymixin_as_array
|
ArrayMixin As Array |
ArrayMixin
|
Array Mixin |
arrayview_from_data
|
ArrayView From Data |
arrayview_from_dense
|
ArrayView From Dense Data |
arrayview_slice_view
|
ArrayView Slice View |
as_block
|
As Block |
as_composite
|
As Composite |
asvalue
|
Value Form Matrix |
AttentionModel
|
Attention Model |
AveragePooling
|
Average Pooling Layer |
Base64ImageDeserializer
|
Base64ImageDeserializer |
BatchNormalization
|
BatchNormalization |
block_momentum_distributed_learner
|
Block Momentum Distributed Learner |
CheckpointConfig
|
New Checkpoint Config |
classification_error
|
Classification Error Between Target and Predicted |
CloneMethod
|
CloneMethod |
CNTKAxis
|
CNTKAxis |
CNTKCrosstalk
|
CNTK Implementation for Crosstalk |
comm_barrier
|
Communicator Barrier |
comm_current_worker
|
Communicator Current Worker |
comm_finalize
|
Communicator Finalize |
comm_is_main
|
Communicator Is On Main Node |
comm_num_workers
|
Number of Communicator Nodes |
comm_rank
|
Communicator Rank |
comm_workers
|
Communicator Workers |
Communicator
|
New Communicator |
Constant
|
Constant |
Conv2DArgs
|
Convolution2D Arguments |
Conv2DAttr
|
Conv2D Variable Attribute |
Convolution
|
Convolution |
Convolution1D
|
Convolution1D |
Convolution2D
|
Two Dimensional Convolutional Layer |
Convolution3D
|
Convolution3D |
ConvolutionTranspose
|
ConvolutionTranspose |
ConvolutionTranspose1D
|
ConvolutionTranspose1D |
ConvolutionTranspose2D
|
ConvolutionTranspose2D |
ConvolutionTranspose3D
|
ConvolutionTranspose3D |
cpu_descriptor
|
CPU Descriptor |
create_new_leading_axis
|
Create New Leading Axis |
Crosstalk
|
Crosstalk Base Class |
CrossValidationConfig
|
New Cross Validation Configuration |
ct_assign
|
Assign Crosstalk Value |
ct_compare
|
Compare Crosstalk Var |
ct_fetch
|
Fetch Crosstalk Var |
ct_is_param
|
CNTKCrosstalk Var is Parameter |
ct_load_all_params
|
Load All CNTKCrosstalk Params From Files |
ct_load_raw_value
|
Load Crosstalk Raw Value |
ct_load
|
Load Crosstalk Vars |
ct_next_pass
|
Next Crosstalk Pass |
ct_register_funcs
|
Register Crosstalk Var Type Getter/Setters |
ct_reset
|
Reset Crosstalk Vars |
ct_save_all_params
|
Save All CNTKCrosstalk Params to Files |
ct_save_all
|
Save All Crosstalk Vars |
ct_save
|
Save Crosstalk Vars |
ct_set_data
|
Set CNTKCrosstalk Mapped Data |
ct_set_workdir
|
Set Crosstalk Working Directory |
ct_watch
|
Watch Crosstalk Variable |
CTFDeserializer
|
CTFDeserializer |
data_parallel_distributed_learner
|
New Data Parallel Distributed Learner |
debug_model
|
Debug Model |
default_options_for
|
Default Options For |
default_options
|
Default Options |
default_override_or
|
Default Override Or |
default_sample_dir
|
Default Sample Dir |
default_sample_url
|
Default Sample URL |
Delay
|
Delay |
Dense
|
Dense |
DeviceDescriptor
|
Create Device Descriptor |
DeviceKind
|
Create Device Kind |
disable_profiler
|
Disable Profiler |
DistributedLearner
|
Distributed Learner |
Dropout
|
Dropout |
dump_function
|
Dump Function |
dump_signature
|
Dump Signature |
edit_distance_error
|
Edit Distance Error |
EmbedAttr
|
EmbedAttr |
Embedding
|
Embedding |
enable_profiler
|
Enable Profiler |
eval_test_minibatch
|
Test Evaluator Minibatch |
Evaluator
|
Evaluator |
find_func_param
|
Find Parameter in Function - CNTKCrosstalk |
Fold
|
Fold |
For
|
CNTK Function For Loop Construct |
ForwardDeclaration
|
ForwardDeclaration |
func_backward
|
Propogate Function Backward |
func_clone
|
Clone Function |
func_eval
|
Evaluate Function |
func_find_all_with_name
|
Find All Functions With Name |
func_find_by_name
|
Find Function By Name |
func_forward
|
Compute Function Forward |
func_grad
|
Compute Function Gradient |
func_load
|
Load Function Model |
func_replace_placeholder
|
Replace Function Placeholder |
func_replace_placeholders
|
Replace Function Placeholders |
func_restore
|
Restore Function |
func_save
|
Save Function |
func_set_attribute
|
Set Function Attribute |
func_test
|
Test Function Model |
func_train
|
Train Function Model |
FuncInfo
|
Variable Setter/Getter Functions |
Function
|
CNTK Function |
get_all_axes
|
Get All Axes |
get_all_static_axes
|
Get All Static Axes |
get_communicator
|
Get Distributed Communicator |
get_default_batch_axis
|
Get Default Batch Axis |
get_default_dynamic_axis
|
Get Default Dynamic Axis |
get_default_override
|
Get Default Override |
get_global_option
|
Get Global Option |
get_gpu_properties
|
Get GPU Properties |
get_learning_rate
|
Get Learner Learning Rate |
get_logging_trace_level
|
Get Logging Trace Level |
get_minibatch_checkpoint_state
|
Get Minibatch Checkpoint State |
get_static_axis_index
|
Get Static Axis Index |
GlobalAveragePooling
|
GlobalAveragePooling |
GlobalMaxPooling
|
GlobalMaxPooling |
graph_depth_first_search
|
Graph - Depth First Search |
graph_find_all_with_name
|
Graph - Find All With Name |
graph_find_by_name
|
Graph - Find By Name |
GRU
|
GRU |
HTKFeatureDeserializer
|
HTKFeatureDeserializer |
HTKMLFDeserializer
|
Base64ImageDeserializer |
ImageDeserializer
|
ImageDeserializer |
init_bilinear
|
Bilinear Initializer |
init_glorot_normal
|
Glorot Normal Initializer |
init_glorot_uniform
|
Glorot Uniform Initializer |
init_he_normal
|
He Normal Initializer |
init_he_uniform
|
He Uniform Initializer |
init_normal
|
Normal Initializer |
init_truncated_normal
|
Truncated Normal Initializer |
init_uniform
|
Uniform Initializer |
init_with_rank
|
Initializer With Rank |
init_xavier
|
Xavier Initializer |
install_samples
|
Install Samples |
IO_INFINITELY_REPEAT
|
IO_INFINITELY_REPEAT |
is_default_override
|
Is Default Override |
Label
|
Label |
LayerNormalization
|
LayerNormalization |
learner_momentum_sgd
|
Creates a Momentum SGD learner instance to learn the parameters. |
Learner
|
Learner |
log_number_of_parameters
|
Log Number of Parameters |
loss_binary_cross_entropy
|
Binary Cross Entropy Loss |
loss_cosine_distance_negative_samples
|
Cosine Distance NEgative Samples Loss |
loss_cosine_distance
|
Cosine Distance Loss |
loss_cross_entropy_with_softmax
|
Cross Entropy Loss with Softmax for Multiclass Classification |
loss_lambda_rank
|
Lambda Rank Loss |
loss_squared_error
|
Squared Error Loss |
loss_weighted_binary_cross_entropy
|
Weighted Binary Cross Entropy Loss |
LSTM
|
LSTM |
MaxPooling
|
Max-Pooling Layer Factory |
mb_as_sequences
|
Minibatch Data As Sequences |
mb_stream_info
|
Minibatch Stream Info |
mb_stream_infos
|
Minibatch Stream Infos |
MinibatchData
|
MinibatchData |
MinibatchSource
|
Minibatch Source |
MinibatchSourceFromData
|
MinibatchSourceFromData |
module_is_unreleased
|
Module Is Unreleased |
mpi_communicator
|
New MPI Communicator |
native_user_function
|
Create Native UserFunction |
NDArrayView
|
Create an NDArrayView Instance |
ndcg_at_1
|
NDCG at 1 |
next_minibatch
|
Next Minibatch |
on_train_cross_validation_end
|
On Training Cross Validation End |
op_abs
|
Absolute Value |
op_alias
|
Alias |
op_argmax
|
Argmax Across Axis |
op_argmin
|
Argmin Across Axis |
op_assign
|
Assign |
op_associative_multi_arg
|
Associative Multi-Arg |
op_batch_normalization
|
Batch Normalization |
op_ceil
|
Ceiling |
op_clip
|
Clip |
op_combine
|
Combine |
op_constant
|
It creates a constant tensor initialized from a numpy array |
op_convolution_transpose
|
Convolution Transpose |
op_convolution
|
Convolution |
op_cos
|
Element-wise Cosine |
op_dim_mean_variance_normalize
|
Per-dimension Mean-variance Normalization |
op_dropout
|
Dropout |
op_element_divide
|
Element-wise Division |
op_element_max
|
Element Max |
op_element_min
|
Element Min |
op_element_select
|
Element Select |
op_element_times
|
Element Times |
op_elu
|
Elu |
op_equal
|
Equal Comparison |
op_exp
|
Element-wise Exponential |
op_floor
|
Floor |
op_forward_backward
|
Forward-Backward |
op_gather
|
Gather |
op_greater_equal
|
Element-wise Greater Equal Comparison |
op_greater
|
Element-wise Greater Comparison |
op_hardmax
|
Hardmax |
op_input_variable
|
Create input for network |
op_labels_to_graph
|
Labels To Graph |
op_leaky_relu
|
Leaky Relu |
op_less_equal
|
Element-wise Less Equal Comparison |
op_less
|
Element-wise Less Comparison |
op_log_add_exp
|
Log Add Exp |
op_log
|
Element-wise Natural Log |
op_minus
|
Minus |
op_negate
|
Element-wise Negation |
op_not_equal
|
Element-wise Not Equal Comparison |
op_one_hot
|
Create One-Hot Encoding |
op_optimized_rnnstack
|
Optimized RNN Stack |
op_output_variable
|
Output Variable |
op_param_relu
|
Parametric ReLU |
op_parameter
|
Parameter |
op_placeholder
|
Placeholder |
op_plus
|
Addition of Two Tensors |
op_pooling
|
Pooling |
op_pow
|
Power Computation |
op_random_sample_inclusion_frequency
|
Random Sample Inclusion Frequency |
op_random_sample
|
Random Sample |
op_reciprocal
|
Element-wise Reciprocal |
op_reconcile_dynamic_axes
|
Reconcile Dynamic Axes |
op_reduce_log_sum_exp
|
Reduce Max Across Axis |
op_reduce_max
|
Reduce Max Across Axis |
op_reduce_mean
|
Reduce Mean Across Axis |
op_reduce_min
|
Reduce Minimum Across Axis |
op_reduce_prod
|
Reduce Prod Across Axis |
op_reduce_sum
|
Reduce Sum Across Axis |
op_relu
|
Rectified Linear Units Operation |
op_reshape
|
Reshape |
op_roipooling
|
Region of Interest Pooling |
op_round
|
Element-wise Rounding |
op_sigmoid
|
Element-wise Sigmoid |
op_sin
|
Element-wise Sine |
op_slice
|
Slice |
op_softmax
|
Softmax |
op_softplus
|
Softplus |
op_splice
|
Concatenate Across Axis |
op_sqrt
|
Element-wise Square-root |
op_square
|
Element-wise Square |
op_stop_gradient
|
Stop Gradient |
op_swap_axes
|
Swap Axes |
op_tanh
|
Hyperbolic tan |
op_times_transpose
|
One Element Times Another Transposed Element |
op_times
|
Matrix Product |
op_to_sequence_like
|
To Sequence Like |
op_to_sequence
|
To Sequence |
op_transpose
|
Transpose |
op_unpooling
|
Unpooling |
Parameter
|
Parameter |
PastValueWindow
|
Past Value Window |
printer_end_progress_print
|
Printer - End Progress Pring |
printer_log
|
Printer - Log |
printer_on_training_update_end
|
Printer - On Training Update End |
printer_on_write_distributed_sync_update
|
Printer - On Write Distributed Sync Update |
printer_on_write_test_summary
|
Printer - On Write Test Summary |
printer_on_write_test_update
|
any writer |
printer_on_write_training_summary
|
Printer - On Write Training Summary |
printer_on_write_training_update
|
Printer - Training Update on Write |
printer_write
|
Printer - Write |
ProgressPrinter
|
Create Progress Printer |
rand_bernoulli_like
|
Random Bernoulli Like |
rand_bernoulli
|
Random Bernoulli Distribution |
rand_gumbel_like
|
Random Gumbel Like Distribution |
rand_gumbel
|
Random Gumbel Distribution |
rand_normal_like
|
Random Normal Like Distribution |
rand_normal
|
Random Normal Distribution |
rand_uniform_like
|
Random Uniform Like Distribution |
rand_uniform
|
Random Uniform Distribution |
Record
|
Record |
Recurrence
|
Recurrence |
RecurrenceFrom
|
Recurrence From |
register_native_user_function
|
Register Native UserFunction |
register_udf_deserialize_callback
|
Register UDF Deserialize Callback |
reset_learning_rate
|
Reset Learner Learning Rate |
ResNetBlock
|
ResNet Block |
restore_mb_from_checkpoint
|
Restore Minibatch From Checkpoint |
restore_trainer_from_checkpoint
|
Restore Trainer From Checkpoint |
RnnArgs
|
RNN Variable Arguments |
RnnAttr
|
RNN Variable Attributes |
RRNStep
|
RNNStep |
save_as_legacy_model
|
Save As Legacy Model |
save_trainer_checkpoint
|
Save Trainer Checkpoint |
seq_broadcast_as
|
Broadcast Sequence As |
seq_delay
|
Delay Sequence |
seq_first
|
First Element of Sequence |
seq_future_value
|
Sequence Future Value |
seq_gather
|
Sequence Gather |
seq_input_variable
|
Sequence Network Input Variable |
seq_is_first
|
Sequence Is First |
seq_is_last
|
Sequence Is Last |
seq_last
|
Get Last Sequence Element |
seq_past_value
|
Get Past Sequence Value |
seq_reduce_max
|
Reduce Sequence Max |
seq_reduce_sum
|
Reduce Sequence Element Sum |
seq_scatter
|
Sequence Scatter |
seq_slice
|
Sequence Slice |
seq_softmax
|
Sequence Softmax |
seq_unpack
|
Sequence Unpack |
seq_where
|
Sequence Where |
sequence_to_cntk_text_format
|
Convert Sequence to CNTK Text Format |
Sequential
|
Sequential Higher-Order Wrapper for Layer Definitions |
SequentialClique
|
Sequential Clique |
sess_minibatch_size_schedule
|
Create a Minibatch Size Schedule |
sess_training_session
|
Create Training Session Object |
set_checked_mode
|
Set Checked Mode |
set_computation_network_trace_level
|
Set Computation Network Trace Level |
set_excluded_devices
|
Set Excluded Devices |
set_global_option
|
Set Global Option |
set_logging_trace_level
|
Set Logging Trace Level |
Stabilizer
|
Stabilizer |
start_profiler
|
Start Profiler |
stop_profiler
|
Stop Profiler |
StreamConfiguration
|
Stream Configuration |
StreamDef
|
StreamDef |
StreamDefs
|
StreamDefs |
StreamInformation
|
StreamInformation |
summarize_test_progress
|
Summarize Evaluator Test Progress |
summarize_training_progress
|
Summarize Training Progress |
tensorboard_close
|
Close Tensorboard |
tensorboard_flush
|
Flush Tensorboard |
tensorboard_write_value
|
TensorBoard Write Value |
TensorBoardProgressWriter
|
New TensorBoard Progress Writer |
TensorOpsMixin
|
TensorOpsMixin |
test_minibatch
|
Test Minibatch |
TestConfig
|
New Test Configuration |
TraceLevel
|
Trace Level |
train_minibatch
|
Train Minibatch |
train_on_session
|
Train On TrainingSession |
Trainer
|
Trainer |
TrainingSession
|
New Training Configuration |
TrainingSummaryProgressCallback
|
Training Summary Progress Callback |
transform_color
|
Color Transform |
transform_crop
|
Crop Transform |
transform_mean
|
Mean Transform |
transform_scale
|
Scale Transform |
try_set_default_device
|
Try Set Default Device |
UnfoldFrom
|
Unfold From |
unknown_dynamic_axes
|
Unknown Dynamic Axes |
UntestedBranchError
|
Untested Branch Error |
updated_record_with
|
Updated Record With |
use_default_device
|
Use Default Device |
user_function
|
User Defined Function |
userfunc_clone
|
Clone UserFunction |
userfunc_deserialize
|
Deserialize UserFunction |
userfunc_infer_outputs
|
Infer Outputs of UserFunction |
userfunc_serialize
|
Serialize UserFunction |
UserFunction
|
User Function |
UserLearner
|
UserLearner |
usermb_next_minibatch
|
UserMinibatch Next Minibatch |
UserMinibatchSource
|
UserMinibatchSource |
value_as_matrix
|
Value As Matrix |
value_as_sequences
|
Get Value As Sequence of Matrices |
value_create
|
Create a Value Object |
value_one_hot
|
Value as One Hot |
Value
|
New Value Instance |
Variable
|
Variable |
VariableMixin
|
Variable Mixin |
VarInfo
|
Variable Information |
visualize_network
|
Visualize Network Architecture |
WorkerDescriptor
|
New Distributed Worker Descriptor |