File List

Here is a list of all documented files with brief descriptions:

[detail level 1234]

▼ examples
▼ mnist
main.cpp	Source file containing an example usage of the library for digit recognition
▼ titanic
main.cpp	Source file containing an example usage of the library for the Titanic dataset
▼ include
allocation.h	Header file to declare common functions regarding memory allocation on host
cache.h
functions.h
layer.h	Header file declaring the Layer class
loss.h	Header file declaring different loss functions
metric.h	Header file declaring different metrics
network.h	Header file declaring the Network class
onehot_encode.h	Header file containing the declaration of the oneHotEncode() method
read.h	Header file declaring methods that can be used when reading from files
runtime.h
session.cuh	Header file declaring the Session class
tensor.h	Header file declaring the Tensor class to represent multidimensional arrays
tuple_utils.h
verify.cuh	Header file declaring methods used for verifying the existence of a CUDA runtime
▼ src
▼ ann
▼ losses
binary_cross_entropy.cpp	Source file defining the methods of the BinaryCrossEntropy class
categorical_cross_entropy.cpp	Source file defining the methods of the CategoricalCrossEntropy class
loss.cpp	Source file defining the methods of the Loss class
mean_squared_error.cpp	Source file defining the methods of the MeanSquaredError class
▼ metrics
binary_accuracy.cpp	Source file defining the methods of the BinaryAccuracy class
categorical_accuracy.cpp	Source file defining the methods of the CategoricalAccuracy class
metric.cpp	Source file defining the methods of the Metric class
layer.cpp	Source file defining methods of the Layer class
network.cpp	Source file defining methods of the Network class
▼ exceptions
different_data_location_exception.cpp	Source file defining the DifferentDataLocationException class
different_data_location_exception.h	Header file declaring the DifferentDataLocationException class
size_mismatch_exception.cpp	Source file defining the SizeMismatchException class
size_mismatch_exception.h	Header file declaring the SizeMismatchException class
unexpected_cuda_call_exception.cpp	Source file defining the UnexpectedCUDACallException class
unexpected_cuda_call_exception.h	Header file declaring the UnexpectedCUDACallException class
unsupported_operation_exception.cpp	Source file defining the UnsupportedOperationException class
unsupported_operation_exception.h	Header file declaring the UnsupportedOperationException class
▼ gpu
allocation_gpu.cu	Source file defining methods regarding memory allocation on device
allocation_gpu.cuh	Header file to declare common functions regarding memory allocation on device
assert.cuh	Header file declaring the gpuAssert() method
verify.cu	Source file defining methods used for verifying the existence of a CUDA runtime
▼ math
tensor.cpp	Source file defining methods related to the Tensor class
tensor_operations_on_device.cu	Source file defining tensor operations that happen on device
tensor_operations_on_device.cuh	Header file declaring tensor operations that happen on device
tensor_operations_on_host.cpp	Source file defining tensor operations that happen on host
tensor_operations_on_host.h	Header file declaring tensor operations that happen on host
▼ runtime
cache.cpp
runtime.cpp
▼ utils
allocation.cpp	Source file defining methods regarding memory allocation on host
location_verifiers.cpp	Header file defining methods to verify multiple DataLocation at once
location_verifiers.h	Header file declaring methods to verify multiple DataLocation at once
onehot_encode.cpp	Source file containing the definition of the oneHotEncode() method
printing.cpp	Source file defining methods to construct useful string messages
printing.h	Header file declaring methods to construct useful string messages
read.cpp	Source file defining methods that can be used when reading from files
session.cu	Source file defining the Session class