deepTensor

deepTensor is a C++ tool designed for matrix operations using Apple’s Accelerate framework, which optimizes performance on the CPU. If you want to maximize your CPU's potential in your project, choose deepTensor.

Examples

Matrix Multiplication

Tensor<float>* A = new Tensor<float>(2, 3);
A->set(0, 0, 1);
A->set(0, 1, 2);
A->set(0, 2, 3);
A->set(1, 0, 4);
A->set(1, 1, 5);
A->set(1, 2, 6); 

Tensor<float>* B = new Tensor<float>(3, 2);
B->set(0, 0, 7);
B->set(0, 1, 8);
B->set(1, 0, 9);
B->set(1, 1, 10);
B->set(2, 0, 11);
B->set(2, 1, 12); 

cout<<"A:"<<endl;
A->print();

cout<<"B:"<<endl;
B->print();

cout<<"A*B:"<<endl;
A->dot(B);

Compile

g++ -o test src/main.cpp -I include -lcblas