Differences

This shows you the differences between two versions of the page.

--- matmul [May 06, 2026 at 17:58] – created yanevskiv
+++ matmul [June 13, 2026 at 03:13] (current) – external edit 127.0.0.1
@@ Line 1: / Line 1: @@
+# Matmul
+**Matmul** is an algorithm in high-performance computing (HPC). It is a BLAS level 2 ("Basic Linear Algebra Subprograms") algorithm.
+## Definition
+### Matrices
+Let $\mathbf A\in\mathbb{R}^{A_\text{rows}\times A_\text{cols}}$ and $\mathbf B\in \mathbb R^{B_\text{rows}\times B_\text{cols}}$ be square matrices over real numbers and let $A_\text{rows} = B_\text{cols}$.
+Matmul defined as a matrix multiplication $\mathbf A\cdot \mathbf B$ that results in matrix $\mathbf C\in\mathbb{R}^{A_\text{rows}\times B_\text{cols}}$.
+$$ \mathbf {C} = \mathbf{A}\cdot \mathbf {B}$$
+## Implementation
+```cpp
+Matrix MatMul(const Matrix& a, const Matrix& b)
+{
+    const std::size_t i_max = a.rows();
+    const std::size_t j_max = b.cols();
+    const std::size_t k_max = a.cols();
+    Matrix c(i_max, j_max);
+    for (std::size_t i = 0; i < i_max; i++) {
+        for (std::size_t j = 0; j < j_max; j++) {
+            for (std::size_t k = 0; k < k_max; k++) {
+                c(i, j) += a(i, k) * b(k, j);
+            }
+        }
+    }
+}
+```