AIlib2/segutils/core/nn/csrc/cpu/vision.h

47 lines
1.1 KiB
C++

#pragma once
#include <torch/extension.h>
at::Tensor ca_forward_cpu(
const at::Tensor& t,
const at::Tensor& f);
std::tuple<at::Tensor, at::Tensor> ca_backward_cpu(
const at::Tensor& dw,
const at::Tensor& t,
const at::Tensor& f);
at::Tensor ca_map_forward_cpu(
const at::Tensor& weight,
const at::Tensor& g);
std::tuple<at::Tensor, at::Tensor> ca_map_backward_cpu(
const at::Tensor& dout,
const at::Tensor& weight,
const at::Tensor& g);
at::Tensor psa_forward_cpu(
const at::Tensor& hc,
const int forward_type);
at::Tensor psa_backward_cpu(
const at::Tensor& dout,
const at::Tensor& hc,
const int forward_type);
at::Tensor batchnorm_forward_cpu(
const at::Tensor input_,
const at::Tensor mean_,
const at::Tensor std_,
const at::Tensor gamma_,
const at::Tensor beta_,
float eps);
std::vector<at::Tensor> batchnorm_backward_cpu(
const at::Tensor gradoutput_,
const at::Tensor input_,
const at::Tensor ex_,
const at::Tensor exs_,
const at::Tensor gamma_,
const at::Tensor beta_,
float eps);