From d33de297b28ecc2595ecbde6d53cedce11eecadf Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:21:12 +0000
Subject: [PATCH 1/6] Initial plan


From ba6d0821ca897b11eb26db77588e3fcc7f9f080a Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:30:22 +0000
Subject: [PATCH 2/6] Initial commit: Plan for ARM migration

Co-authored-by: JoeStech <4088382+JoeStech@users.noreply.github.com>
---
 invocation_reasons.yaml | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)
 create mode 100644 invocation_reasons.yaml

diff --git a/invocation_reasons.yaml b/invocation_reasons.yaml
new file mode 100644
index 0000000..077d440
--- /dev/null
+++ b/invocation_reasons.yaml
@@ -0,0 +1,38 @@
+---
+id: eccf8992-d5d0-498b-ad8c-c5465015f9ff
+timestamp: '2025-10-28T20:29:17.393715+00:00'
+tool: check_image
+args:
+  image: ubuntu:22.04
+reason: Checking if the ubuntu:22.04 base image in the Dockerfile supports ARM architecture
+---
+id: 52295671-de6f-4a9e-a0ac-04ef83bd8029
+timestamp: '2025-10-28T20:29:36.859509+00:00'
+tool: migrate_ease_scan
+args:
+  scanner: cpp
+  arch: armv8-a
+  git_repo: null
+  output_format: json
+  extra_args: null
+reason: Scanning the C++ codebase in /workspace for x86-specific code that needs to
+  be migrated to ARM, including SSE2 intrinsics and architecture-specific optimizations
+---
+id: 2aa34fa2-957e-4aaf-9a50-be7a03830cf6
+timestamp: '2025-10-28T20:29:53.389796+00:00'
+tool: knowledge_base_search
+args:
+  query: How to convert SSE2 intrinsics to ARM NEON intrinsics for matrix multiplication,
+    hashing, string search, memory copy operations
+reason: Looking for documentation on converting x86 SSE2 intrinsics (_mm_loadu_pd,
+  _mm_mul_pd, _mm_add_pd, _mm_loadu_si128, _mm_storeu_si128, _mm_cmpeq_epi8, etc.)
+  to ARM NEON equivalents
+---
+id: 1e41f86a-59c8-453c-9f8b-12967a3ef6fc
+timestamp: '2025-10-28T20:30:07.381002+00:00'
+tool: knowledge_base_search
+args:
+  query: SSE2 NEON conversion _mm_loadu_pd _mm_storeu_si128 _mm_cmpeq_epi8 _mm_movemask_epi8
+    arm_neon.h intrinsics
+reason: Looking for specific SSE2 to NEON conversion patterns for double precision
+  operations, integer operations, and memory copy operations

From f76d5ddcf504c360871471f05d49d8a5210fe47d Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:36:57 +0000
Subject: [PATCH 3/6] Add ARM NEON support to all benchmark modules

Co-authored-by: JoeStech <4088382+JoeStech@users.noreply.github.com>
---
 Dockerfile            |   7 ++++---
 README.md             |  31 ++++++++++++++++++++++---------
 benchmark             | Bin 0 -> 41328 bytes
 hash_operations.cpp   |  36 +++++++++++++++++++++++++++---------
 main.cpp              |  10 ++++++++--
 matrix_operations.cpp |  33 +++++++++++++++++++++++++++++++++
 memory_operations.cpp |  14 +++++++++++++-
 polynomial_eval.cpp   |  35 +++++++++++++++++++++++++++++++++++
 string_search.cpp     |  34 +++++++++++++++++++++++++++++++++-
 9 files changed, 175 insertions(+), 25 deletions(-)
 create mode 100755 benchmark

diff --git a/Dockerfile b/Dockerfile
index 24fec07..c3b981e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,8 +15,8 @@ COPY *.h ./
 # Copy all C++ source files
 COPY *.cpp ./
 
-# Build the application with optimizations
-# SSE2 intrinsics are used in the code for x86-64 platforms
+# Build the application with optimizations for the target architecture
+# Supports both x86-64 (with SSE2) and ARM64 (with NEON) architectures
 RUN g++ -O2 -o benchmark \
     main.cpp \
     matrix_operations.cpp \
@@ -24,7 +24,8 @@ RUN g++ -O2 -o benchmark \
     string_search.cpp \
     memory_operations.cpp \
     polynomial_eval.cpp \
-    -std=c++11
+    -std=c++11 \
+    -march=native
 
 # Create a startup script
 COPY start.sh .
diff --git a/README.md b/README.md
index 6bbe4e4..eae1113 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Compute Benchmark Suite
 
-A high-performance compute benchmark application optimized for x86-64 architecture with SSE2 SIMD instructions.
+A high-performance compute benchmark application optimized for both x86-64 and ARM64 architectures with SIMD instructions.
 
 ## Overview
 
@@ -11,7 +11,7 @@ This benchmark suite tests various compute-intensive operations including:
 - Memory operations (50MB copy operations)
 - Polynomial evaluation (10M iterations)
 
-The code is optimized using x86 SSE2 SIMD intrinsics for maximum performance on Intel and AMD processors.
+The code is optimized using architecture-specific SIMD intrinsics for maximum performance on Intel/AMD (x86-64) and ARM processors.
 
 ## Building with Docker
 
@@ -21,6 +21,12 @@ Build the Docker image:
 docker build -t benchmark-suite .
 ```
 
+For multi-architecture builds:
+
+```bash
+docker buildx build --platform linux/amd64,linux/arm64 -t benchmark-suite .
+```
+
 ## Running the Benchmark
 
 Run the benchmark suite:
@@ -33,16 +39,17 @@ This will execute all benchmark tests and display timing results for each operat
 
 ## Architecture Notes
 
-- **Optimized for**: x86-64 architecture with SSE2 support
-- **SIMD Instructions**: Uses SSE2 intrinsics (`__m128d`, `__m128i`) for vectorized operations
-- **Fallback**: Includes scalar fallback implementation for non-x86 platforms
+- **Optimized for**: x86-64 with SSE2 support and ARM64 with NEON support
+- **x86-64 SIMD**: Uses SSE2 intrinsics (`__m128d`, `__m128i`) for vectorized operations
+- **ARM64 SIMD**: Uses NEON intrinsics (`float64x2_t`, `uint8x16_t`) for vectorized operations
+- **Fallback**: Includes scalar fallback implementation for platforms without SIMD support
 
 ## Output Example
 
 ```
 ========================================
   Compute Benchmark Suite
-  x86-64 with SSE2 Optimizations
+  ARM64 with NEON Optimizations
 ========================================
 
 === Matrix Multiplication Benchmark ===
@@ -63,10 +70,16 @@ Hash: 0xbfd8e92e2fb01505
 The benchmark suite is organized into separate modules:
 
 - `main.cpp` - Main entry point and benchmark orchestration
-- `matrix_operations.{h,cpp}` - Matrix multiplication with SSE2 optimizations
+- `matrix_operations.{h,cpp}` - Matrix multiplication with SSE2/NEON optimizations
 - `hash_operations.{h,cpp}` - Cryptographic hashing with SIMD acceleration
-- `string_search.{h,cpp}` - String pattern matching using SSE2
+- `string_search.{h,cpp}` - String pattern matching using SSE2/NEON
 - `memory_operations.{h,cpp}` - Fast memory copy operations
 - `polynomial_eval.{h,cpp}` - Vectorized polynomial evaluation
 
-Each module uses C++11 standard library and x86 SSE2 intrinsics where applicable.
\ No newline at end of file
+Each module uses C++11 standard library and architecture-specific SIMD intrinsics where applicable.
+
+## Supported Architectures
+
+- **x86-64**: Intel and AMD processors with SSE2 support (standard on all 64-bit x86 CPUs)
+- **ARM64**: ARM processors with NEON support (ARMv8-A and later)
+- **Generic**: Scalar fallback for other architectures
\ No newline at end of file
diff --git a/benchmark b/benchmark
new file mode 100755
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literal 0
HcmV?d00001

diff --git a/hash_operations.cpp b/hash_operations.cpp
index 0d1d1ca..cf47d6f 100644
--- a/hash_operations.cpp
+++ b/hash_operations.cpp
@@ -7,8 +7,14 @@
 #ifdef __x86_64__
 #include <immintrin.h>
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#include <arm_neon.h>
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 unsigned long long compute_hash(const char* data, size_t len) {
@@ -20,20 +26,32 @@ unsigned long long compute_hash(const char* data, size_t len) {
     for (; i + 16 <= len; i += 16) {
         __m128i chunk = _mm_loadu_si128(reinterpret_cast<const __m128i*>(data + i));
 
-        // Extract bytes and update hash
+        // Store to array and extract bytes
+        alignas(16) unsigned char bytes[16];
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(bytes), chunk);
+        
+        // Update hash for each byte
+        for (int j = 0; j < 16; j++) {
+            hash = ((hash << 5) + hash) + bytes[j];
+        }
+    }
+#elif USE_ARM_NEON
+    // ARM64 optimized path using NEON
+    for (; i + 16 <= len; i += 16) {
+        uint8x16_t chunk = vld1q_u8(reinterpret_cast<const uint8_t*>(data + i));
+
+        // Store to array and extract bytes
+        alignas(16) uint8_t bytes[16];
+        vst1q_u8(bytes, chunk);
+        
+        // Update hash for each byte
         for (int j = 0; j < 16; j++) {
-            unsigned char byte = _mm_extract_epi16(chunk, j / 2);
-            if (j % 2 == 0) {
-                byte = byte & 0xFF;
-            } else {
-                byte = (byte >> 8) & 0xFF;
-            }
-            hash = ((hash << 5) + hash) + byte;
+            hash = ((hash << 5) + hash) + bytes[j];
         }
     }
 #endif
 
-    // Process remaining bytes (or all bytes on non-x86)
+    // Process remaining bytes (or all bytes on non-SIMD)
     for (; i < len; i++) {
         hash = ((hash << 5) + hash) + data[i];
     }
diff --git a/main.cpp b/main.cpp
index 1c6e1a7..0ddb8bb 100644
--- a/main.cpp
+++ b/main.cpp
@@ -1,6 +1,6 @@
 /*
  * High-Performance Compute Benchmark Suite
- * Optimized for x86-64 architecture with SSE/AVX SIMD instructions
+ * Optimized for x86-64 and ARM64 architectures with SIMD instructions
  */
 
 #include <iostream>
@@ -12,8 +12,13 @@
 
 #ifdef __x86_64__
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 int main() {
@@ -21,9 +26,10 @@ int main() {
     std::cout << "  Compute Benchmark Suite" << std::endl;
 #if USE_X86_SIMD
     std::cout << "  x86-64 with SSE2 Optimizations" << std::endl;
+#elif USE_ARM_NEON
+    std::cout << "  ARM64 with NEON Optimizations" << std::endl;
 #else
     std::cout << "  Generic Build (No SIMD)" << std::endl;
-    std::cout << "  NOTE: This code is optimized for x86-64" << std::endl;
 #endif
     std::cout << "========================================" << std::endl;
 
diff --git a/matrix_operations.cpp b/matrix_operations.cpp
index f85a899..c235dfd 100644
--- a/matrix_operations.cpp
+++ b/matrix_operations.cpp
@@ -7,8 +7,14 @@
 #ifdef __x86_64__
 #include <immintrin.h>
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#include <arm_neon.h>
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 Matrix::Matrix(size_t r, size_t c) : rows(r), cols(c) {
@@ -58,6 +64,33 @@ Matrix Matrix::multiply(const Matrix& other) const {
                 sum += data[i][k] * other.data[k][j];
             }
 
+            result.data[i][j] = sum;
+        }
+    }
+#elif USE_ARM_NEON
+    // ARM64 optimized path using NEON
+    for (size_t i = 0; i < rows; i++) {
+        for (size_t j = 0; j < other.cols; j++) {
+            float64x2_t sum_vec = vdupq_n_f64(0.0);
+            size_t k = 0;
+
+            // Process 2 elements at a time with NEON
+            for (; k + 1 < cols; k += 2) {
+                float64x2_t a_vec = vld1q_f64(&data[i][k]);
+                float64x2_t b_vec;
+                double b_arr[2] = {other.data[k][j], other.data[k+1][j]};
+                b_vec = vld1q_f64(b_arr);
+                sum_vec = vmlaq_f64(sum_vec, a_vec, b_vec);
+            }
+
+            // Horizontal add
+            double sum = vgetq_lane_f64(sum_vec, 0) + vgetq_lane_f64(sum_vec, 1);
+
+            // Handle remaining element
+            if (k < cols) {
+                sum += data[i][k] * other.data[k][j];
+            }
+
             result.data[i][j] = sum;
         }
     }
diff --git a/memory_operations.cpp b/memory_operations.cpp
index 0e5b970..f5ef8bf 100644
--- a/memory_operations.cpp
+++ b/memory_operations.cpp
@@ -6,8 +6,14 @@
 #ifdef __x86_64__
 #include <immintrin.h>
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#include <arm_neon.h>
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 void fast_memcpy(void* dest, const void* src, size_t n) {
@@ -21,9 +27,15 @@ void fast_memcpy(void* dest, const void* src, size_t n) {
         __m128i chunk = _mm_loadu_si128(reinterpret_cast<const __m128i*>(s + i));
         _mm_storeu_si128(reinterpret_cast<__m128i*>(d + i), chunk);
     }
+#elif USE_ARM_NEON
+    // ARM64 optimized path using NEON
+    for (; i + 16 <= n; i += 16) {
+        uint8x16_t chunk = vld1q_u8(reinterpret_cast<const uint8_t*>(s + i));
+        vst1q_u8(reinterpret_cast<uint8_t*>(d + i), chunk);
+    }
 #endif
 
-    // Copy remaining bytes (or all on non-x86)
+    // Copy remaining bytes (or all on non-SIMD)
     for (; i < n; i++) {
         d[i] = s[i];
     }
diff --git a/polynomial_eval.cpp b/polynomial_eval.cpp
index db2247a..f741ec0 100644
--- a/polynomial_eval.cpp
+++ b/polynomial_eval.cpp
@@ -5,8 +5,14 @@
 #ifdef __x86_64__
 #include <immintrin.h>
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#include <arm_neon.h>
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 double polynomial_eval_sse(double x, const std::vector<double>& coeffs) {
@@ -39,6 +45,35 @@ double polynomial_eval_sse(double x, const std::vector<double>& coeffs) {
         result += coeffs[i] * power_arr[0];
     }
 
+    return result;
+#elif USE_ARM_NEON
+    // ARM64 optimized path using NEON
+    float64x2_t result_vec = vdupq_n_f64(0.0);
+    float64x2_t power_vec;
+    double power_arr[2] = {1.0, x};
+    power_vec = vld1q_f64(power_arr);
+    float64x2_t power_mult = vdupq_n_f64(x * x);
+
+    size_t i = 0;
+
+    // Process 2 coefficients at a time
+    for (; i + 1 < coeffs.size(); i += 2) {
+        float64x2_t coeff_vec;
+        double coeff_arr[2] = {coeffs[i], coeffs[i + 1]};
+        coeff_vec = vld1q_f64(coeff_arr);
+        float64x2_t term = vmulq_f64(coeff_vec, power_vec);
+        result_vec = vaddq_f64(result_vec, term);
+        power_vec = vmulq_f64(power_vec, power_mult);
+    }
+
+    // Horizontal add
+    double result = vgetq_lane_f64(result_vec, 0) + vgetq_lane_f64(result_vec, 1);
+
+    // Handle remaining coefficient
+    if (i < coeffs.size()) {
+        result += coeffs[i] * vgetq_lane_f64(power_vec, 0);
+    }
+
     return result;
 #else
     // Fallback scalar implementation
diff --git a/string_search.cpp b/string_search.cpp
index 7c5c340..7e87388 100644
--- a/string_search.cpp
+++ b/string_search.cpp
@@ -5,8 +5,14 @@
 #ifdef __x86_64__
 #include <immintrin.h>
 #define USE_X86_SIMD 1
+#define USE_ARM_NEON 0
+#elif defined(__aarch64__) || defined(__ARM_NEON)
+#include <arm_neon.h>
+#define USE_X86_SIMD 0
+#define USE_ARM_NEON 1
 #else
 #define USE_X86_SIMD 0
+#define USE_ARM_NEON 0
 #endif
 
 int simd_string_search(const std::string& text, const std::string& pattern) {
@@ -44,9 +50,35 @@ int simd_string_search(const std::string& text, const std::string& pattern) {
             }
         }
     }
+#elif USE_ARM_NEON
+    // ARM64 optimized path using NEON
+    uint8x16_t first_char_vec = vdupq_n_u8(first_char);
+
+    for (; i + 16 <= text_len - pattern_len + 1; i += 16) {
+        uint8x16_t text_chunk = vld1q_u8(reinterpret_cast<const uint8_t*>(text.data() + i));
+        uint8x16_t cmp = vceqq_u8(text_chunk, first_char_vec);
+        
+        // Store comparison results to array
+        alignas(16) uint8_t cmp_result[16];
+        vst1q_u8(cmp_result, cmp);
+
+        // Check each potential match
+        for (int bit = 0; bit < 16 && i + bit <= text_len - pattern_len; bit++) {
+            if (cmp_result[bit]) {
+                bool match = true;
+                for (size_t j = 1; j < pattern_len; j++) {
+                    if (text[i + bit + j] != pattern[j]) {
+                        match = false;
+                        break;
+                    }
+                }
+                if (match) count++;
+            }
+        }
+    }
 #endif
 
-    // Handle remaining characters (or all on non-x86)
+    // Handle remaining characters (or all on non-SIMD)
     for (; i <= text_len - pattern_len; i++) {
         bool match = true;
         for (size_t j = 0; j < pattern_len; j++) {

From dff3da3ac7ed2db48e7beb7692968c8213abdfe6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:38:40 +0000
Subject: [PATCH 4/6] Add .gitignore and remove build artifacts

Co-authored-by: JoeStech <4088382+JoeStech@users.noreply.github.com>
---
 .gitignore |  14 ++++++++++++++
 benchmark  | Bin 41328 -> 0 bytes
 2 files changed, 14 insertions(+)
 create mode 100644 .gitignore
 delete mode 100755 benchmark

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..145c4b2
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,14 @@
+# Build artifacts
+benchmark
+*.o
+*.out
+
+# Temporary files
+*.swp
+*.swo
+*~
+
+# IDE files
+.vscode/
+.idea/
+*.iml
diff --git a/benchmark b/benchmark
deleted file mode 100755
index b3337b81b1bf38b5f436ec7ef7a5768153ae6518..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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From 22d4e05b6172bd0d17d5270c4e6e5db6c1c0b7d0 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:40:55 +0000
Subject: [PATCH 5/6] Finalize ARM migration with comprehensive SIMD support

Co-authored-by: JoeStech <4088382+JoeStech@users.noreply.github.com>
---
 _codeql_detected_source_root | 1 +
 1 file changed, 1 insertion(+)
 create mode 120000 _codeql_detected_source_root

diff --git a/_codeql_detected_source_root b/_codeql_detected_source_root
new file mode 120000
index 0000000..945c9b4
--- /dev/null
+++ b/_codeql_detected_source_root
@@ -0,0 +1 @@
+.
\ No newline at end of file

From e3d5b9bc494c1469dd84cc9668eb4d3b000a9965 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 20:41:51 +0000
Subject: [PATCH 6/6] Remove temporary symlink

Co-authored-by: JoeStech <4088382+JoeStech@users.noreply.github.com>
---
 _codeql_detected_source_root | 1 -
 1 file changed, 1 deletion(-)
 delete mode 120000 _codeql_detected_source_root

diff --git a/_codeql_detected_source_root b/_codeql_detected_source_root
deleted file mode 120000
index 945c9b4..0000000
--- a/_codeql_detected_source_root
+++ /dev/null
@@ -1 +0,0 @@
-.
\ No newline at end of file