csi_nn.h File Reference

#include <stdbool.h>
#include <stdint.h>
#include <stdlib.h>
#include <string.h>
#include "csinn_data_structure.h"
#include "csinn_runtime.h"
#include "shl_debug.h"
#include "shl_memory.h"

Go to the source code of this file.

Functions
int	csinn_conv2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution initialization function. More...
int	csinn_conv2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution function. More...
int	csinn_depthwise_conv2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional depthwise convolution initialization function. More...
int	csinn_depthwise_conv2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional depthwise convolution function. More...
int	csinn_group_conv2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional group convolution initialization function. More...
int	csinn_group_conv2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional group convolution function. More...
int	csinn_conv2d_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution and ReLU fusion initialization function. More...
int	csinn_conv2d_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution and ReLU fusion function. More...
int	csinn_depthwise_conv2d_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional depthwise convolution and ReLU fusion initialization function. More...
int	csinn_depthwise_conv2d_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional depthwise convolution and ReLU fusion function. More...
int	csinn_conv2d_relu6_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution and ReLU6 fusion initialization function. More...
int	csinn_conv2d_relu6 (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional convolution and ReLU6 fusion function. More...
int	csinn_deconv2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional deconvolution initialization function. More...
int	csinn_deconv2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv2d_params *params)
	Two-dimensional deconvolution function. More...
int	csinn_conv3d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv3d_params *params)
	Three-dimensional convolution initialization function. More...
int	csinn_conv3d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv3d_params *params)
	Three-dimensional convolution function. More...
int	csinn_deconv3d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv3d_params *params)
	Three-dimensional deconvolution initialization function. More...
int	csinn_deconv3d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv3d_params *params)
	Three-dimensional deconvolution function. More...
int	csinn_fsmn_init (struct csinn_tensor *frame, struct csinn_tensor *l_filter, struct csinn_tensor *r_filter, struct csinn_tensor *frame_sequence, struct csinn_tensor *frame_counter, struct csinn_tensor *output, struct csinn_fsmn_params *params)
	Feedforward Sequential Memory Network initialization function. More...
int	csinn_fsmn (struct csinn_tensor *frame, struct csinn_tensor *l_filter, struct csinn_tensor *r_filter, struct csinn_tensor *frame_sequence, struct csinn_tensor *frame_counter, struct csinn_tensor *output, struct csinn_fsmn_params *params)
	Feedforward Sequential Memory Network function. More...
int	csinn_fullyconnected_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weights, struct csinn_tensor *bias, struct csinn_fc_params *params)
	Fully Connected initialization function. More...
int	csinn_fullyconnected (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weights, struct csinn_tensor *bias, struct csinn_fc_params *params)
	Fully Connected function. More...
int	csinn_fullyconnected_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weights, struct csinn_tensor *bias, struct csinn_fc_params *params)
	Fully Connected and ReLU fusion initialization function. More...
int	csinn_fullyconnected_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weights, struct csinn_tensor *bias, struct csinn_fc_params *params)
	Fully Connected and ReLU fusion function. More...
int	csinn_maxpool2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional max pooling initialization function. More...
int	csinn_maxpool2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional max pooling function. More...
int	csinn_maxpool3d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Three-dimensional max pooling initialization function. More...
int	csinn_maxpool3d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Three-dimensional max pooling function. More...
int	csinn_global_maxpool2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional global max pooling initialization function. More...
int	csinn_global_maxpool2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional global max pooling function. More...
int	csinn_avgpool2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional average pooling initialization function. More...
int	csinn_avgpool2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional average pooling function. More...
int	csinn_avgpool3d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Three-dimensional average pooling initialization function. More...
int	csinn_avgpool3d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Three-dimensional average pooling function. More...
int	csinn_global_avgpool2d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional global average pooling initialization function. More...
int	csinn_global_avgpool2d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Two-dimensional global average pooling function. More...
int	csinn_l2pool_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	L2 pooling initialization function. More...
int	csinn_l2pool (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	L2 pooling function. More...
int	csinn_pool_with_argmax_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Pooling and argmax fusion initialization function. More...
int	csinn_pool_with_argmax (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Pooling and argmax fusion function. More...
int	csinn_maxpool2d_locat_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Max pooling and with locating information initialization function. More...
int	csinn_maxpool2d_locat (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pool_params *params)
	Max pooling and with locating information function. More...
int	csinn_unpooling_init (struct csinn_tensor *input, struct csinn_tensor *mask, struct csinn_tensor *output, struct csinn_unpooling_params *params)
	Unpooling initialization function. More...
int	csinn_unpooling (struct csinn_tensor *input, struct csinn_tensor *mask, struct csinn_tensor *output, struct csinn_unpooling_params *params)
	Unpooling function. More...
int	csinn_roi_align_init (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_roi_align_params *params)
	ROI align initialization function. More...
int	csinn_roi_align (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_roi_align_params *params)
	ROI align function. More...
int	csinn_negative_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Negative initialization function. More...
int	csinn_negative (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate negtive for each element of input tensor. More...
int	csinn_floor_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Floor initialization function. More...
int	csinn_floor (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate floor for each element of input tensor. More...
int	csinn_ceil_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Ceil initialization function. More...
int	csinn_ceil (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate ceil for each element of input tensor. More...
int	csinn_sign_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Sign initialization function. More...
int	csinn_sign (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate sign for each element of input tensor. More...
int	csinn_trunc_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Trunc initialization function. More...
int	csinn_trunc (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate trunc for each element of input tensor. More...
int	csinn_round_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Round initialization function. More...
int	csinn_round (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate round for each element of input tensor. More...
int	csinn_abs_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Abs initialization function. More...
int	csinn_abs (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate abs for each element of input tensor. More...
int	csinn_isnan_bool_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Isnan bool initialization function. More...
int	csinn_isnan_bool (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate isnan bool for each element of input tensor. More...
int	csinn_exp_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Exp initialization function. More...
int	csinn_exp (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate exp for each element of input tensor. More...
int	csinn_expm1_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Expm1 initialization function. More...
int	csinn_expm1 (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate expm1 for each element of input tensor. More...
int	csinn_sin_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	sin initialization function More...
int	csinn_sin (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate sin for each element of input tensor. More...
int	csinn_cos_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	col initialization function More...
int	csinn_cos (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate cos for each element of input tensor. More...
int	csinn_tanh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	tanh initialization function More...
int	csinn_tanh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate tan for each element of input tensor. More...
int	csinn_log_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Log initialization function. More...
int	csinn_log (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate log for each element of input tensor. More...
int	csinn_sqrt_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Sqrt initialization function. More...
int	csinn_sqrt (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate sqrt for each element of input tensor. More...
int	csinn_rsqrt_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Rsqrt initialization function. More...
int	csinn_rsqrt (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate rsqrt for each element of input tensor. More...
int	csinn_square_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Square initialization function. More...
int	csinn_square (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate square for each element of input tensor. More...
int	csinn_sigmoid_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_sigmoid_params *params)
	Sigmoid initialization function. More...
int	csinn_sigmoid (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_sigmoid_params *params)
	Calculate sigmoid for each element of input tensor. More...
int	csinn_hard_sigmoid_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_sigmoid_params *params)
	Hard sigmoid initialization function. More...
int	csinn_hard_sigmoid (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_sigmoid_params *params)
	Calculate hard sigmoid for each element of input tensor. More...
int	csinn_elu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	ELU initialization function. More...
int	csinn_elu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate ELU for each element of input tensor. More...
int	csinn_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	ReLU initialization function. More...
int	csinn_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate ReLU for each element of input tensor. More...
int	csinn_relu1_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	ReLU1 initialization function. More...
int	csinn_relu1 (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate ReLU1 for each element of input tensor. More...
int	csinn_relu6_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	ReLU6 initialization function. More...
int	csinn_relu6 (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate ReLU6 for each element of input tensor. More...
int	csinn_relun_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	ReLUn initialization function. More...
int	csinn_relun (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate ReLUn for each element of input tensor. More...
int	csinn_leaky_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Leaky ReLU initialization function. More...
int	csinn_leaky_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate Leaky ReLU for each element of input tensor. More...
int	csinn_softrelu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Soft ReLU initialization function. More...
int	csinn_softrelu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate Soft ReLU for each element of input tensor. More...
int	csinn_prelu_init (struct csinn_tensor *input, struct csinn_tensor *alpha, struct csinn_tensor *output, struct csinn_prelu_params *params)
	PReLU initialization function. More...
int	csinn_prelu (struct csinn_tensor *input, struct csinn_tensor *alpha, struct csinn_tensor *output, struct csinn_prelu_params *params)
	Calculate PReLU for each element of input tensor. More...
int	csinn_softplus_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Softplus initialization function. More...
int	csinn_softplus (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate Softplus for each element of input tensor. More...
int	csinn_softmax_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_softmax_params *params)
	Softmax initialization function. More...
int	csinn_softmax (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_softmax_params *params)
	Calculate Softmax for each element of input tensor. More...
int	csinn_log_softmax_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_softmax_params *params)
	Log softmax initialization function. More...
int	csinn_log_softmax (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_softmax_params *params)
	Calculate Log Softmax for each element of input tensor. More...
int	csinn_batch_normalization_init (struct csinn_tensor *input, struct csinn_tensor *mean, struct csinn_tensor *variance, struct csinn_tensor *gamma, struct csinn_tensor *beta, struct csinn_tensor *output, struct csinn_bn_params *params)
	Batch normalization initialization function. More...
int	csinn_batch_normalization (struct csinn_tensor *input, struct csinn_tensor *mean, struct csinn_tensor *variance, struct csinn_tensor *gamma, struct csinn_tensor *beta, struct csinn_tensor *output, struct csinn_bn_params *params)
	Batch normalization function. More...
int	csinn_l2_normalization_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_l2n_params *params)
	L2 normalization initialization function. More...
int	csinn_l2_normalization (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_l2n_params *params)
	Calculate L2 Normalization for each element of input tensor. More...
int	csinn_lrn_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_lrn_params *params)
	Local Response Normalization initialization function. More...
int	csinn_lrn (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_lrn_params *params)
	Calculate Local Response Normalization for each element of input tensor. More...
int	csinn_matmul_init (struct csinn_tensor *mat0, struct csinn_tensor *mat1, struct csinn_tensor *output, struct csinn_matmul_params *params)
	Matmul initialization function. More...
int	csinn_matmul (struct csinn_tensor *mat0, struct csinn_tensor *mat1, struct csinn_tensor *output, struct csinn_matmul_params *params)
	Calculate Matmul for each element of two input tensors. More...
int	csinn_add_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Add initialization function. More...
int	csinn_add (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Add each element of two input tensors. More...
int	csinn_sub_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Sub initialization function. More...
int	csinn_sub (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Subtract each element of two input tensors. More...
int	csinn_mul_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Mul initialization function. More...
int	csinn_mul (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Multiply each element of two input tensors. More...
int	csinn_div_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Div initialization function. More...
int	csinn_div (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Divide each element of two input tensors. More...
int	csinn_floor_divide_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Floor div initialization function. More...
int	csinn_floor_divide (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Floor divide each element of two input tensors. More...
int	csinn_floor_mod_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Floor mod initialization function. More...
int	csinn_floor_mod (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate Floor MOD for each element of two input tensors. More...
int	csinn_mod_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Mod initialization function. More...
int	csinn_mod (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate MOD for each element of two input tensors. More...
int	csinn_maximum_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Maximum initialization function. More...
int	csinn_maximum (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate MAX for each element of two input tensors. More...
int	csinn_minimum_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Minimum initialization function. More...
int	csinn_minimum (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate MIN for each element of two input tensors. More...
int	csinn_power_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Power initialization function. More...
int	csinn_power (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Power function. More...
int	csinn_greater_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Greater initialization function. More...
int	csinn_greater (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is greater than input1 for each element of two input tensors. More...
int	csinn_less_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Less initialization function. More...
int	csinn_less (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is less than input1 for each element of two input tensors. More...
int	csinn_logical_and_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Logical AND initialization function. More...
int	csinn_logical_and (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate Logical AND for each element of two input tensors. More...
int	csinn_logical_or_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Logical OR initialization function. More...
int	csinn_logical_or (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate Logical OR for each element of two input tensors. More...
int	csinn_logical_not_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Logical NOT initialization function. More...
int	csinn_logical_not (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate Logical NOT for each element of two input tensors. More...
int	csinn_logical_xor_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Logical XOR initialization function. More...
int	csinn_logical_xor (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate Logical XOR for each element of two input tensors. More...
int	csinn_equal_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Equal initialization function. More...
int	csinn_equal (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is equal to input1 for each element of two input tensors. More...
int	csinn_not_equal_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Not equal initialization function. More...
int	csinn_not_equal (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is not equal to input1 for each element of two input tensors. More...
int	csinn_greater_equal_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Greater equal initialization function. More...
int	csinn_greater_equal (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is greater than or equal to input1 for each element of two input tensors. More...
int	csinn_less_equal_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Less equal initialization function. More...
int	csinn_less_equal (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Compare whether input0 is less than or equal to input1 for each element of two input tensors. More...
int	csinn_select_init (struct csinn_tensor *condition, struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_select_params *params)
	Select initialization function. More...
int	csinn_select (struct csinn_tensor *condition, struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_select_params *params)
	Select each element from two input tensors according to the condition tensor. More...
int	csinn_and_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	AND initialization function. More...
int	csinn_and (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate AND for each element of two input tensors. More...
int	csinn_or_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	OR initialization function. More...
int	csinn_or (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate OR for each element of two input tensors. More...
int	csinn_xor_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	XOR initialization function. More...
int	csinn_xor (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_diso_params *params)
	Calculate XOR for each element of two input tensors. More...
int	csinn_not_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	NOT initialization function. More...
int	csinn_not (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate NOT for each element of two input tensors. More...
int	csinn_pad_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pad_params *params)
	Pad initialization function. More...
int	csinn_pad (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_pad_params *params)
	Padding input tensor. More...
int	csinn_resize_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_resize_params *params)
	Resize initialization function. More...
int	csinn_resize (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_resize_params *params)
	Resize input tensor. More...
int	csinn_concat_init (struct csinn_tensor **input, struct csinn_tensor *output, struct csinn_concat_params *params)
	Concat initialization function. More...
int	csinn_concat (struct csinn_tensor **input, struct csinn_tensor *output, struct csinn_concat_params *params)
	Concat multiple input tensors according to the specified dimension. More...
int	csinn_proposal_init (struct csinn_tensor *cls_prob, struct csinn_tensor *bbox_pred, struct csinn_tensor *im_info, struct csinn_tensor *output, struct csinn_proposal_params *params)
	Proposal initialization function. More...
int	csinn_proposal (struct csinn_tensor *cls_prob, struct csinn_tensor *bbox_pred, struct csinn_tensor *im_info, struct csinn_tensor *output, struct csinn_proposal_params *params)
	Proposal initialization function. More...
int	csinn_psroipooling_init (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_psroipooling_params *params)
	PS ROI pooling initialization function. More...
int	csinn_psroipooling (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_psroipooling_params *params)
	PS ROI pooling function. More...
int	csinn_transpose_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_transpose_params *params)
	Transpose initialization function. More...
int	csinn_transpose (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_transpose_params *params)
	Transpose function. More...
int	csinn_reshape_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reshape_params *params)
	Reshape initialization function. More...
int	csinn_reshape (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reshape_params *params)
	Reset the dimensions of input tensor. Reshape is essentially a memcpy. More...
int	csinn_shape_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_shape_params *params)
	Shape initialization function. More...
int	csinn_shape (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_shape_params *params)
	Get the dimension information of input tensor. More...
int	csinn_expand_dims_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_expand_dims_params *params)
	Expand dims initialization function. More...
int	csinn_expand_dims (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_expand_dims_params *params)
	Expand the dimension of input tensor. More...
int	csinn_reverse_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reverse_params *params)
	Reverse initialization function. More...
int	csinn_reverse (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reverse_params *params)
	Flip the specified dimension of input tensor. More...
int	csinn_flatten_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_flatten_params *params)
	Flatten initialization function. More...
int	csinn_flatten (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_flatten_params *params)
	Flatten input tensor. More...
int	csinn_crop_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_crop_params *params)
	Crop initialization function. More...
int	csinn_crop (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_crop_params *params)
	Crop input tensor. More...
int	csinn_slice_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_slice_params *params)
	Slice initialization function. More...
int	csinn_slice (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_slice_params *params)
	Slice input tensor. More...
int	csinn_split_init (struct csinn_tensor *input, struct csinn_tensor **output, struct csinn_split_params *params)
	Split initialization function. More...
int	csinn_split (struct csinn_tensor *input, struct csinn_tensor **output, struct csinn_split_params *params)
	Split input tensor into multiple tensors according to the specified dimensions. More...
int	csinn_stack_init (struct csinn_tensor **inputs, struct csinn_tensor *output, struct csinn_stack_params *params)
	Stack initialization function. More...
int	csinn_stack (struct csinn_tensor **inputs, struct csinn_tensor *output, struct csinn_stack_params *params)
	Stack/splice several input tensors. More...
int	csinn_unstack_init (struct csinn_tensor *input, struct csinn_tensor **output, struct csinn_unstack_params *params)
	Unstack initialization function. More...
int	csinn_unstack (struct csinn_tensor *input, struct csinn_tensor **output, struct csinn_unstack_params *params)
	Unstack input tensor. More...
int	csinn_tile_init (struct csinn_tensor *inputs, struct csinn_tensor *output, struct csinn_tile_params *params)
	Tile initialization function. More...
int	csinn_tile (struct csinn_tensor *inputs, struct csinn_tensor *output, struct csinn_tile_params *params)
	Repeat input tensor. More...
int	csinn_arange_init (struct csinn_tensor *output, struct csinn_arange_params *params)
	Arange initialization function. More...
int	csinn_arange (struct csinn_tensor *output, struct csinn_arange_params *params)
	Return the position information within the range according to the parameters. More...
int	csinn_where_init (struct csinn_tensor *condition, struct csinn_tensor *x, struct csinn_tensor *y, struct csinn_tensor *output, struct csinn_where_params *params)
	Where initialization function. More...
int	csinn_where (struct csinn_tensor *condition, struct csinn_tensor *x, struct csinn_tensor *y, struct csinn_tensor *output, struct csinn_where_params *params)
	Select each element from two input tensors according to the condition tensor. More...
int	csinn_where_softmax_init (struct csinn_tensor *condition, struct csinn_tensor *y, struct csinn_tensor *output, struct csinn_where_softmax_params *params)
	Where initialization function. More...
int	csinn_where_softmax (struct csinn_tensor *condition, struct csinn_tensor *y, struct csinn_tensor *output, struct csinn_where_softmax_params *params)
	Select each element from two input tensors according to the condition tensor. More...
int	csinn_gather_init (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *output, struct csinn_gather_params *params)
	Gather initialization function. More...
int	csinn_gather (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *output, struct csinn_gather_params *params)
	Gather the data in input tensor according to the specified index. More...
int	csinn_gather_nd_init (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *output, struct csinn_gather_nd_params *params)
	Gather_nd initialization function. More...
int	csinn_gather_nd (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *output, struct csinn_gather_nd_params *params)
	Gather the data in input tensor according to the specified index. More...
int	csinn_squeeze_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_squeeze_params *params)
	Squeeze initialization function. More...
int	csinn_squeeze (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_squeeze_params *params)
	Tile the data in input tensor. More...
int	csinn_ndarray_size_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_ndarray_size_params *params)
	Ndarray size initialization function. More...
int	csinn_ndarray_size (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_ndarray_size_params *params)
	Calculate the size of input tensor data. More...
int	csinn_space_to_batch_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_batch_params *params)
	Space to batch initialization function. More...
int	csinn_space_to_batch (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_batch_params *params)
	Fill the batch according to the height and width of input tensor. More...
int	csinn_space_to_batch_nd_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_batch_nd_params *params)
	Space to batch nd initialization function. More...
int	csinn_space_to_batch_nd (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_batch_nd_params *params)
	Fill the batch according to the spatial dimensions such as height and width of input tensor. More...
int	csinn_batch_to_space_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_batch_to_space_params *params)
	Batch to space initialization function. More...
int	csinn_batch_to_space (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_batch_to_space_params *params)
	Fill the batch into the height and width of input tensor. More...
int	csinn_batch_to_space_nd_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_batch_to_space_nd_params *params)
	Batch to space nd initialization function. More...
int	csinn_batch_to_space_nd (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_batch_to_space_nd_params *params)
	Fill the batch into the spatial dimensions such as height and width of input tensor. More...
int	csinn_space_to_depth_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_depth_params *params)
	Space to depth initialization function. More...
int	csinn_space_to_depth (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_space_to_depth_params *params)
	Fill the depth according to the height and width of input tensor. More...
int	csinn_depth_to_space_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_depth_to_space_params *params)
	Depth to space initialization function. More...
int	csinn_depth_to_space (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_depth_to_space_params *params)
	Fill the depth into the height and width of input tensor. More...
int	csinn_one_hot_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_one_hot_params *params)
	One Hot initialization function. More...
int	csinn_one_hot (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_one_hot_params *params)
	Return One-Hot eigenvector. More...
int	csinn_sequence_mask_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_sequence_mask_params *params)
	Sequence mask initialization function. More...
int	csinn_sequence_mask (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_sequence_mask_params *params)
	Get the mask of sequence. More...
int	csinn_im2col_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_im2col_params *params)
	im2col initialization function More...
int	csinn_im2col (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_im2col_params *params)
	Convert image to columns. More...
int	csinn_col2im_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_col2im_params *params)
	col2im initialization function More...
int	csinn_col2im (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_col2im_params *params)
	Convert columns to image. More...
int	csinn_sum_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Sum initialization function. More...
int	csinn_sum (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the sum of input tensor on the specified dimensions. More...
int	csinn_mean_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Mean initialization function. More...
int	csinn_mean (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the mean value of input tensor on the specified dimensions. More...
int	csinn_max_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Max initialization function. More...
int	csinn_max (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the maximum value of input tensor on the specified dimensions. More...
int	csinn_min_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Min initialization function. More...
int	csinn_min (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the min value of input tensor on the specified dimensions. More...
int	csinn_prod_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Prod initialization function. More...
int	csinn_prod (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the product value of input tensor on the specified dimensions. More...
int	csinn_argmin_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Argmin initialization function. More...
int	csinn_argmin (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the index of the minimum value of input tensor on the specified dimensions. More...
int	csinn_argmax_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Argmax initialization function. More...
int	csinn_argmax (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the index of the maximum value of input tensor on the specified dimensions. More...
int	csinn_all_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	All initialization function. More...
int	csinn_all (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate Reduce AND of input tensor on the specified dimensions. More...
int	csinn_any_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Any initialization function. More...
int	csinn_any (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate Reduce OR of input tensor on the specified dimensions. More...
int	csinn_reorg_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reorg_params *params)
	Reorg initialization function. More...
int	csinn_reorg (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reorg_params *params)
	Cut the height and width, then splice them along the channel. More...
int	csinn_yuv_rgb_scale_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	YUV RGB scale initialization function. More...
int	csinn_yuv_rgb_scale (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Convert YUV to RGB. More...
int	csinn_segment_max_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Segment max initialization function. More...
int	csinn_segment_max (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Compare the maximum value of input tensor at the specified positions. More...
int	csinn_segment_min_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Segment min initialization function. More...
int	csinn_segment_min (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Compare the minimum value of input tensor at the specified positions. More...
int	csinn_segment_sum_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Segment sum initialization function. More...
int	csinn_segment_sum (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Calculate the sum of input tensor at the specified positions. More...
int	csinn_segment_mean_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Segment mean initialization function. More...
int	csinn_segment_mean (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Calculate the mean value of input tensor at the specified positions. More...
int	csinn_segment_prod_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Segment prod initialization function. More...
int	csinn_segment_prod (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_segment_params *params)
	Calculate the product value of input tensor at the specified positions. More...
int	csinn_threshold_relu_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Threshold ReLU initialization function. More...
int	csinn_threshold_relu (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_relu_params *params)
	Calculate Threshold ReLU for each element of input tensor. More...
int	csinn_acos_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	acos initialization function More...
int	csinn_acos (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate acos for each element of input tensor. More...
int	csinn_acosh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	acosh initialization function More...
int	csinn_acosh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate acosh for each element of input tensor. More...
int	csinn_asin_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	asin initialization function More...
int	csinn_asin (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate asin for each element of input tensor. More...
int	csinn_asinh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	asinh initialization function More...
int	csinn_asinh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate asinh for each element of input tensor. More...
int	csinn_atan_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	atan initialization function More...
int	csinn_atan (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate atan for each element of input tensor. More...
int	csinn_atanh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	atanh initialization function More...
int	csinn_atanh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate atanh for each element of input tensor. More...
int	csinn_cosh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	colh function More...
int	csinn_cosh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate cosh for each element of input tensor. More...
int	csinn_sinh_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	sinh initialization function More...
int	csinn_sinh (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate sinh for each element of input tensor. More...
int	csinn_tan_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	tan initialization function More...
int	csinn_tan (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate tan for each element of input tensor. More...
int	csinn_log1p_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Log1p initialization function. More...
int	csinn_log1p (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate log1p for each element of input tensor. More...
int	csinn_softsign_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Softsign initialization function. More...
int	csinn_softsign (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate softsign for each element of input tensor. More...
int	csinn_erf_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Erf initialization function. More...
int	csinn_erf (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Calculate erf for each element of input tensor. More...
int	csinn_cumsum_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cumsum_params *params)
	Cumsum initialization function. More...
int	csinn_cumsum (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cumsum_params *params)
	Calculate the cumulative sum of input tensor on the specified dimensions. More...
int	csinn_cumprod_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cumprod_params *params)
	Cumprod initialization function. More...
int	csinn_cumprod (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cumprod_params *params)
	Calculate the cumulative product value of input tensor on the specified dimensions. More...
int	csinn_reduce_max_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce max initialization function. More...
int	csinn_reduce_max (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced maximum value of input tensor on the specified dimensions. More...
int	csinn_reduce_min_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce min initialization function. More...
int	csinn_reduce_min (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced minimum value of input tensor on the specified dimensions. More...
int	csinn_reduce_mean_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce mean initialization function. More...
int	csinn_reduce_mean (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced mean value of input tensor on the specified dimensions. More...
int	csinn_reduce_sum_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce sum initialization function. More...
int	csinn_reduce_sum (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced sum of input tensor on the specified dimensions. More...
int	csinn_reduce_prod_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce prod initialization function. More...
int	csinn_reduce_prod (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced product value of input tensor on the specified dimensions. More...
int	csinn_reduce_logsumexp_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Reduce LogSumExp initialization function. More...
int	csinn_reduce_logsumexp (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_reduce_params *params)
	Calculate the reduced LogSumExp value of input tensor on the specified dimensions. More...
int	csinn_broadcast_to_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_broadcast_to_params *params)
	Broadcast to initialization function. More...
int	csinn_broadcast_to (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_broadcast_to_params *params)
	Broadcast the input tensor. More...
int	csinn_scatter_nd_init (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *updates, struct csinn_tensor *output, struct csinn_scatter_nd_params *params)
	Scatter nd initialization function. More...
int	csinn_scatter_nd (struct csinn_tensor *input, struct csinn_tensor *indices, struct csinn_tensor *updates, struct csinn_tensor *output, struct csinn_scatter_nd_params *params)
	Scatter nd function. More...
int	csinn_clip_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_clip_params *params)
	Clip initialization function. More...
int	csinn_clip (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_clip_params *params)
	Saturate the input tensor. More...
int	csinn_strided_slice_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_strided_slice_params *params)
	Stride slice initialization function. More...
int	csinn_strided_slice (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_strided_slice_params *params)
	Slice the input tensor by stride. More...
int	csinn_topk_init (struct csinn_tensor *input, struct csinn_tensor *output1, struct csinn_tensor *output2, struct csinn_topk_params *params)
	TOP-k initialization function. More...
int	csinn_topk (struct csinn_tensor *input, struct csinn_tensor *output1, struct csinn_tensor *output2, struct csinn_topk_params *params)
	Find the maximum k elements and their indices of input tensor. More...
int	csinn_non_max_suppression_init (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_non_max_suppression_params *params)
	Non-max suppression initialization function. More...
int	csinn_non_max_suppression (struct csinn_tensor *input0, struct csinn_tensor *input1, struct csinn_tensor *output, struct csinn_non_max_suppression_params *params)
	Non-max suppression function. More...
int	csinn_shuffle_channel_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_shuffle_channel_params *params)
	Shuffle channel initialization function. More...
int	csinn_shuffle_channel (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_shuffle_channel_params *params)
	Group input tensor and shuffle them by group. More...
int	csinn_roipool_init (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_roi_pool_params *params)
	ROI pooling initialization function. More...
int	csinn_roipool (struct csinn_tensor *data, struct csinn_tensor *rois, struct csinn_tensor *output, struct csinn_roi_pool_params *params)
	ROI pooling function. More...
int	csinn_layer_norm_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *gamma, struct csinn_tensor *beta, struct csinn_layer_norm_params *params)
	Layer normalization initialization function. More...
int	csinn_layer_norm (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *gamma, struct csinn_tensor *beta, struct csinn_layer_norm_params *params)
	Layer normalization function. More...
int	csinn_cache_matmul_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weight, struct csinn_tensor *bias, struct csinn_cache_matmul_params *params)
	Cache matmul initialization function. More...
int	csinn_cache_matmul (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weight, struct csinn_tensor *bias, struct csinn_cache_matmul_params *params)
	Cache matmul function. More...
int	csinn_cache_conv1d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weight, struct csinn_tensor *bias, struct csinn_cache_conv1d_params *params)
	Cache conv1d initialization function. More...
int	csinn_cache_conv1d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *weight, struct csinn_tensor *bias, struct csinn_cache_conv1d_params *params)
	Cache conv1d function. More...
int	csinn_conv1d_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv1d_params *params)
	One-dimensional convolution initialization function. More...
int	csinn_conv1d (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_tensor *kernel, struct csinn_tensor *bias, struct csinn_conv1d_params *params)
	One-dimensional convolution function. More...
int	csinn_cast_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cast_params *params)
	Data convert initialization function. More...
int	csinn_cast (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_cast_params *params)
	Data convert function. More...
int	csinn_data_convert_init (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Data convert initialization function. More...
int	csinn_data_convert (struct csinn_tensor *input, struct csinn_tensor *output, struct csinn_siso_params *params)
	Data convert function. More...

Function Documentation

csinn_fullyconnected_relu_init()

int csinn_fullyconnected_relu_init	(	struct csinn_tensor *	input,
		struct csinn_tensor *	output,
		struct csinn_tensor *	weights,
		struct csinn_tensor *	bias,
		struct csinn_fc_params *	params
	)

Fully Connected and ReLU fusion initialization function.

Parameters

[in]	input	Pointer to the input tensor
[out]	output	Pointer to the output tensor
[in]	weights	Pointer to the weight tensor
[in]	bias	Pointer to the bias tensor
[in]	params	Fully Connected parameter descriptor

Returns

On success, the return value is 1. If an error occurred while executing the function, the return value is less than or equal to 0.

csinn_fullyconnected_relu()

int csinn_fullyconnected_relu	(	struct csinn_tensor *	input,
		struct csinn_tensor *	output,
		struct csinn_tensor *	weights,
		struct csinn_tensor *	bias,
		struct csinn_fc_params *	params
	)

Fully Connected and ReLU fusion function.

Parameters

[in]	input	Pointer to the input tensor
[out]	output	Pointer to the output tensor
[in]	weights	Pointer to the weight tensor
[in]	bias	Pointer to the bias tensor
[in]	params	Fully Connected parameter descriptor

Returns

On success, the return value is 1. If an error occurred while executing the function, the return value is less than or equal to 0.

csinn_pool_with_argmax_init()

int csinn_pool_with_argmax_init	(	struct csinn_tensor *	input,
		struct csinn_tensor *	output,
		struct csinn_pool_params *	params
	)

Pooling and argmax fusion initialization function.

Parameters

[in]	input	Pointer to the input tensor
[out]	output	Pointer to the output tensor
[in]	params	Pooling parameter descriptor

Returns

On success, the return value is 1. If an error occurred while executing the function, the return value is less than or equal to 0.

csinn_pool_with_argmax()

int csinn_pool_with_argmax	(	struct csinn_tensor *	input,
		struct csinn_tensor *	output,
		struct csinn_pool_params *	params
	)

Pooling and argmax fusion function.

Parameters

[in]	input	Pointer to the input tensor
[out]	output	Pointer to the output tensor
[in]	params	Pooling parameter descriptor

Returns

On success, the return value is 1. If an error occurred while executing the function, the return value is less than or equal to 0.