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