activation_kernels.cu File Reference

#include "cuda_runtime.h"
#include "curand.h"
#include "cublas_v2.h"
#include "activations.h"
#include "cuda.h"

Include dependency graph for activation_kernels.cu:

Go to the source code of this file.

Functions
__device__ float	lhtan_activate_kernel (float x)
__device__ float	lhtan_gradient_kernel (float x)
__device__ float	hardtan_activate_kernel (float x)
__device__ float	linear_activate_kernel (float x)
__device__ float	logistic_activate_kernel (float x)
__device__ float	loggy_activate_kernel (float x)
__device__ float	relu_activate_kernel (float x)
__device__ float	elu_activate_kernel (float x)
__device__ float	selu_activate_kernel (float x)
__device__ float	relie_activate_kernel (float x)
__device__ float	ramp_activate_kernel (float x)
__device__ float	leaky_activate_kernel (float x)
__device__ float	tanh_activate_kernel (float x)
__device__ float	plse_activate_kernel (float x)
__device__ float	stair_activate_kernel (float x)
__device__ float	hardtan_gradient_kernel (float x)
__device__ float	linear_gradient_kernel (float x)
__device__ float	logistic_gradient_kernel (float x)
__device__ float	loggy_gradient_kernel (float x)
__device__ float	relu_gradient_kernel (float x)
__device__ float	elu_gradient_kernel (float x)
__device__ float	selu_gradient_kernel (float x)
__device__ float	relie_gradient_kernel (float x)
__device__ float	ramp_gradient_kernel (float x)
__device__ float	leaky_gradient_kernel (float x)
__device__ float	tanh_gradient_kernel (float x)
__device__ float	plse_gradient_kernel (float x)
__device__ float	stair_gradient_kernel (float x)
__device__ float	activate_kernel (float x, ACTIVATION a)
__device__ float	gradient_kernel (float x, ACTIVATION a)
__global__ void	binary_gradient_array_kernel (float *x, float *dy, int n, int s, BINARY_ACTIVATION a, float *dx)
void	binary_gradient_array_gpu (float *x, float *dx, int n, int size, BINARY_ACTIVATION a, float *y)
__global__ void	binary_activate_array_kernel (float *x, int n, int s, BINARY_ACTIVATION a, float *y)
void	binary_activate_array_gpu (float *x, int n, int size, BINARY_ACTIVATION a, float *y)
__global__ void	activate_array_kernel (float *x, int n, ACTIVATION a)
__global__ void	gradient_array_kernel (float *x, int n, ACTIVATION a, float *delta)
void	activate_array_gpu (float *x, int n, ACTIVATION a)
void	gradient_array_gpu (float *x, int n, ACTIVATION a, float *delta)

Function Documentation

activate_array_gpu()

void activate_array_gpu	(	float *	x,
		int	n,
		ACTIVATION	a
	)

Definition at line 196 of file activation_kernels.cu.

activate_array_kernel()

__global__ void activate_array_kernel	(	float *	x,
		int	n,
		ACTIVATION	a
	)

Definition at line 184 of file activation_kernels.cu.

activate_kernel()

__device__ float activate_kernel	(	float	x,
		ACTIVATION	a
	)

Definition at line 79 of file activation_kernels.cu.

binary_activate_array_gpu()

void binary_activate_array_gpu	(	float *	x,
		int	n,
		int	size,
		BINARY_ACTIVATION	a,
		float *	y
	)

Definition at line 178 of file activation_kernels.cu.

binary_activate_array_kernel()

__global__ void binary_activate_array_kernel	(	float *	x,
		int	n,
		int	s,
		BINARY_ACTIVATION	a,
		float *	y
	)

Definition at line 168 of file activation_kernels.cu.

binary_gradient_array_gpu()

void binary_gradient_array_gpu	(	float *	x,
		float *	dx,
		int	n,
		int	size,
		BINARY_ACTIVATION	a,
		float *	y
	)

Definition at line 163 of file activation_kernels.cu.

binary_gradient_array_kernel()

__global__ void binary_gradient_array_kernel	(	float *	x,
		float *	dy,
		int	n,
		int	s,
		BINARY_ACTIVATION	a,
		float *	dx
	)

Definition at line 149 of file activation_kernels.cu.

elu_activate_kernel()

__device__ float elu_activate_kernel

(

float

x

)

Definition at line 33 of file activation_kernels.cu.

elu_gradient_kernel()

__device__ float elu_gradient_kernel

(

float

x

)

Definition at line 66 of file activation_kernels.cu.

gradient_array_gpu()

void gradient_array_gpu	(	float *	x,
		int	n,
		ACTIVATION	a,
		float *	delta
	)

Definition at line 202 of file activation_kernels.cu.

gradient_array_kernel()

__global__ void gradient_array_kernel	(	float *	x,
		int	n,
		ACTIVATION	a,
		float *	delta
	)

Definition at line 190 of file activation_kernels.cu.

gradient_kernel()

__device__ float gradient_kernel	(	float	x,
		ACTIVATION	a
	)

Definition at line 114 of file activation_kernels.cu.

hardtan_activate_kernel()

__device__ float hardtan_activate_kernel

(

float

x

)

Definition at line 23 of file activation_kernels.cu.

hardtan_gradient_kernel()

__device__ float hardtan_gradient_kernel

(

float

x

)

Definition at line 53 of file activation_kernels.cu.

leaky_activate_kernel()

__device__ float leaky_activate_kernel

(

float

x

)

Definition at line 37 of file activation_kernels.cu.

leaky_gradient_kernel()

__device__ float leaky_gradient_kernel

(

float

x

)

Definition at line 70 of file activation_kernels.cu.

lhtan_activate_kernel()

__device__ float lhtan_activate_kernel

(

float

x

)

Definition at line 11 of file activation_kernels.cu.

lhtan_gradient_kernel()

__device__ float lhtan_gradient_kernel

(

float

x

)

Definition at line 17 of file activation_kernels.cu.

linear_activate_kernel()

__device__ float linear_activate_kernel

(

float

x

)

Definition at line 29 of file activation_kernels.cu.

linear_gradient_kernel()

__device__ float linear_gradient_kernel

(

float

x

)

Definition at line 58 of file activation_kernels.cu.

loggy_activate_kernel()

__device__ float loggy_activate_kernel

(

float

x

)

Definition at line 31 of file activation_kernels.cu.

loggy_gradient_kernel()

__device__ float loggy_gradient_kernel

(

float

x

)

Definition at line 60 of file activation_kernels.cu.

logistic_activate_kernel()

__device__ float logistic_activate_kernel

(

float

x

)

Definition at line 30 of file activation_kernels.cu.

logistic_gradient_kernel()

__device__ float logistic_gradient_kernel

(

float

x

)

Definition at line 59 of file activation_kernels.cu.

plse_activate_kernel()

__device__ float plse_activate_kernel

(

float

x

)

Definition at line 39 of file activation_kernels.cu.

plse_gradient_kernel()

__device__ float plse_gradient_kernel

(

float

x

)

Definition at line 72 of file activation_kernels.cu.

ramp_activate_kernel()

__device__ float ramp_activate_kernel

(

float

x

)

Definition at line 36 of file activation_kernels.cu.

ramp_gradient_kernel()

__device__ float ramp_gradient_kernel

(

float

x

)

Definition at line 69 of file activation_kernels.cu.

relie_activate_kernel()

__device__ float relie_activate_kernel

(

float

x

)

Definition at line 35 of file activation_kernels.cu.

relie_gradient_kernel()

__device__ float relie_gradient_kernel

(

float

x

)

Definition at line 68 of file activation_kernels.cu.

relu_activate_kernel()

__device__ float relu_activate_kernel

(

float

x

)

Definition at line 32 of file activation_kernels.cu.

relu_gradient_kernel()

__device__ float relu_gradient_kernel

(

float

x

)

Definition at line 65 of file activation_kernels.cu.

selu_activate_kernel()

__device__ float selu_activate_kernel

(

float

x

)

Definition at line 34 of file activation_kernels.cu.

selu_gradient_kernel()

__device__ float selu_gradient_kernel

(

float

x

)

Definition at line 67 of file activation_kernels.cu.

stair_activate_kernel()

__device__ float stair_activate_kernel

(

float

x

)

Definition at line 45 of file activation_kernels.cu.

stair_gradient_kernel()

__device__ float stair_gradient_kernel

(

float

x

)

Definition at line 73 of file activation_kernels.cu.

tanh_activate_kernel()

__device__ float tanh_activate_kernel

(

float

x

)

Definition at line 38 of file activation_kernels.cu.

tanh_gradient_kernel()

__device__ float tanh_gradient_kernel

(

float

x

)

Definition at line 71 of file activation_kernels.cu.