chundoong-lab-ta/APWS23/project/tensor.h

#pragma once

#include <cstdlib>
#include <vector>

// You can modify the data structure as you want
struct Tensor {

	// Alloc memory
  Tensor(std::vector<int> shape_) {
    ndim = shape_.size();
    for (int i = 0; i < ndim; i++) {
      shape[i] = shape_[i];
    }
    int n = num_elem();
		buf = (float*)malloc(n * sizeof(float));
  }
	
	// Alloc memory and copy
  Tensor(std::vector<int> shape_, float *buf_) {
    ndim = shape_.size();
    for (int i = 0; i < ndim; i++) {
      shape[i] = shape_[i];
    }
    int n = num_elem();
		buf = (float*)malloc(n * sizeof(float));
		for (int i=0; i<n; ++i){
			buf[i] = buf_[i];
		}
  }

  ~Tensor() {
    if (buf != nullptr)
			free(buf);
  }

  void set_zero() {
    int n = num_elem();
		buf = (float*)malloc(n * sizeof(float));
		for (int i = 0; i < n; i++){
			buf[i] = 0.0;
		}
  }

  int num_elem() {
    int sz = 1;
    for (int i = 0; i < ndim; i++)
      sz *= shape[i];
    return sz;
  }
  
  // Pointer to data
  float *buf = nullptr;

  // Shape of tensor, from outermost dimension to innermost dimension.
  // e.g., {{1.0, -0.5, 2.3}, {4.3, 5.6, -7.8}} => shape = {2, 3}
  int ndim = 0;
  int shape[4];
};