From 7f7ebe17951e014f1404aa84df514e2864acbdce Mon Sep 17 00:00:00 2001 From: RivinHD <58261670+RivinHD@users.noreply.github.com> Date: Mon, 28 Jul 2025 12:40:26 +0200 Subject: [PATCH 01/12] doc: cleanup assembly, base, neon --- .github/workflows/ci.yml | 22 +- .vscode/settings.json | 5 + docs_sphinx/chapters/assembly.rst | 2 + docs_sphinx/chapters/base.rst | 13 +- docs_sphinx/chapters/neon.rst | 273 +++++++++++------- .../add_values.cpp | 3 + .../add_values.dis | 0 .../add_values.hex | 0 .../add_values.relf | 0 .../add_values.s | 0 .../hello_assembly.c | 0 .../hello_assembly.cpp | 0 .../hello_assembly_clang.s | 0 .../hello_assembly_gcc.s | 0 .../{submission_25_04_24 => base}/benchmark.s | 0 .../benchmark_driver.cpp | 0 .../{submission_25_04_24 => base}/copy_asm.s | 0 .../{submission_25_04_24 => base}/copy_c.c | 0 .../copy_driver.cpp | 0 .../CMakeLists.txt | 18 ++ .../{submission_25_05_01 => neon}/neon_1_1.s | 0 .../neon_1_1_driver.cpp | 0 .../{submission_25_05_01 => neon}/neon_1_2.s | 0 .../neon_1_2_driver.cpp | 0 .../neon_2.bench.cpp | 0 .../{submission_25_05_01 => neon}/neon_2.h | 0 .../neon_2.test.cpp | 0 .../neon_2_driver.cpp | 0 .../neon_2_simple.s | 0 .../neon_2_unrolled.s | 0 .../neon_3.bench.cpp | 0 .../{submission_25_05_01 => neon}/neon_3.h | 0 .../neon_3.test.cpp | 0 .../{submission_25_05_01 => neon}/neon_3_1.s | 0 .../{submission_25_05_01 => neon}/neon_3_2.s | 0 .../{submission_25_05_01 => neon}/neon_3_3.s | 0 .../neon_4.bench.cpp | 0 .../{submission_25_05_08 => neon}/neon_4.h | 0 .../neon_4.test.cpp | 0 .../{submission_25_05_08 => neon}/neon_4_1.s | 71 +++-- .../{submission_25_05_08 => neon}/neon_4_2.s | 109 +++++-- .../neon_5.bench.cpp | 0 .../{submission_25_05_08 => neon}/neon_5.h | 0 .../neon_5.test.cpp | 0 .../neon_5_1-base-line.s | 0 .../{submission_25_05_08 => neon}/neon_5_1.s | 0 .../neon_6.bench.cpp | 0 .../{submission_25_05_15 => neon}/neon_6.h | 0 .../neon_6.test.cpp | 0 .../{submission_25_05_15 => neon}/neon_6_1.s | 0 .../neon_6_1_no_batch.s} | 0 .../neon_7.bench.cpp | 0 .../{submission_25_05_22 => neon}/neon_7.h | 0 .../neon_7.test.cpp | 0 .../{submission_25_05_22 => neon}/neon_7_1.s | 0 .../trans_neon_4_4.s | 0 .../submission_25_05_08/CMakeLists.txt | 82 ------ .../submission_25_05_15/CMakeLists.txt | 78 ----- .../submission_25_05_22/CMakeLists.txt | 77 ----- 59 files changed, 325 insertions(+), 428 deletions(-) rename submissions/{submission_25_04_17 => assembly}/add_values.cpp (72%) rename submissions/{submission_25_04_17 => assembly}/add_values.dis (100%) rename submissions/{submission_25_04_17 => assembly}/add_values.hex (100%) rename submissions/{submission_25_04_17 => assembly}/add_values.relf (100%) rename submissions/{submission_25_04_17 => assembly}/add_values.s (100%) rename submissions/{submission_25_04_17 => assembly}/hello_assembly.c (100%) rename submissions/{submission_25_04_17 => assembly}/hello_assembly.cpp (100%) rename submissions/{submission_25_04_17 => assembly}/hello_assembly_clang.s (100%) rename submissions/{submission_25_04_17 => assembly}/hello_assembly_gcc.s (100%) rename submissions/{submission_25_04_24 => base}/benchmark.s (100%) rename submissions/{submission_25_04_24 => base}/benchmark_driver.cpp (100%) rename submissions/{submission_25_04_24 => base}/copy_asm.s (100%) rename submissions/{submission_25_04_24 => base}/copy_c.c (100%) rename submissions/{submission_25_04_24 => base}/copy_driver.cpp (100%) rename submissions/{submission_25_05_01 => neon}/CMakeLists.txt (89%) rename submissions/{submission_25_05_01 => neon}/neon_1_1.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_1_1_driver.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_1_2.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_1_2_driver.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_2.bench.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_2.h (100%) rename submissions/{submission_25_05_01 => neon}/neon_2.test.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_2_driver.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_2_simple.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_2_unrolled.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_3.bench.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_3.h (100%) rename submissions/{submission_25_05_01 => neon}/neon_3.test.cpp (100%) rename submissions/{submission_25_05_01 => neon}/neon_3_1.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_3_2.s (100%) rename submissions/{submission_25_05_01 => neon}/neon_3_3.s (100%) rename submissions/{submission_25_05_08 => neon}/neon_4.bench.cpp (100%) rename submissions/{submission_25_05_08 => neon}/neon_4.h (100%) rename submissions/{submission_25_05_08 => neon}/neon_4.test.cpp (100%) rename submissions/{submission_25_05_08 => neon}/neon_4_1.s (70%) rename submissions/{submission_25_05_08 => neon}/neon_4_2.s (54%) rename submissions/{submission_25_05_08 => neon}/neon_5.bench.cpp (100%) rename submissions/{submission_25_05_08 => neon}/neon_5.h (100%) rename submissions/{submission_25_05_08 => neon}/neon_5.test.cpp (100%) rename submissions/{submission_25_05_08 => neon}/neon_5_1-base-line.s (100%) rename submissions/{submission_25_05_08 => neon}/neon_5_1.s (100%) rename submissions/{submission_25_05_15 => neon}/neon_6.bench.cpp (100%) rename submissions/{submission_25_05_15 => neon}/neon_6.h (100%) rename submissions/{submission_25_05_15 => neon}/neon_6.test.cpp (100%) rename submissions/{submission_25_05_15 => neon}/neon_6_1.s (100%) rename submissions/{submission_25_05_15/neon_6_1_batch1.s => neon/neon_6_1_no_batch.s} (100%) rename submissions/{submission_25_05_22 => neon}/neon_7.bench.cpp (100%) rename submissions/{submission_25_05_22 => neon}/neon_7.h (100%) rename submissions/{submission_25_05_22 => neon}/neon_7.test.cpp (100%) rename submissions/{submission_25_05_22 => neon}/neon_7_1.s (100%) rename submissions/{submission_25_05_22 => neon}/trans_neon_4_4.s (100%) delete mode 100644 submissions/submission_25_05_08/CMakeLists.txt delete mode 100644 submissions/submission_25_05_15/CMakeLists.txt delete mode 100644 submissions/submission_25_05_22/CMakeLists.txt diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index d9a2bf6..28e60c1 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -5,6 +5,8 @@ on: push: pull_request: branches: [ "main" ] + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: env: parallel_processes: 8 # A good default counts is: available Threads + 4 @@ -29,38 +31,26 @@ jobs: # Configure CMake in a 'build' subdirectory. `CMAKE_BUILD_TYPE` is only required if you are using a single-configuration generator such as make. # See https://cmake.org/cmake/help/latest/variable/CMAKE_BUILD_TYPE.html?highlight=cmake_build_type run: | - cmake -S ${{github.workspace}}/submissions/submission_25_05_01 -B ${{github.workspace}}/build/submission_25_05_01 -DCMAKE_BUILD_TYPE=${{matrix.build_type}} - cmake -S ${{github.workspace}}/submissions/submission_25_05_08 -B ${{github.workspace}}/build/submission_25_05_08 -DCMAKE_BUILD_TYPE=${{matrix.build_type}} - cmake -S ${{github.workspace}}/submissions/submission_25_05_15 -B ${{github.workspace}}/build/submission_25_05_15 -DCMAKE_BUILD_TYPE=${{matrix.build_type}} - cmake -S ${{github.workspace}}/submissions/submission_25_05_22 -B ${{github.workspace}}/build/submission_25_05_22 -DCMAKE_BUILD_TYPE=${{matrix.build_type}} + cmake -S ${{github.workspace}}/submissions/neon -B ${{github.workspace}}/build/neon -DCMAKE_BUILD_TYPE=${{matrix.build_type}} cmake -S ${{github.workspace}} -B ${{github.workspace}}/build -DCMAKE_BUILD_TYPE=${{matrix.build_type}} - name: Build # Build your program with the given configuration run: | - cmake --build ${{github.workspace}}/build/submission_25_05_01 --config ${{matrix.build_type}} -j ${{env.parallel_processes}} - cmake --build ${{github.workspace}}/build/submission_25_05_08 --config ${{matrix.build_type}} -j ${{env.parallel_processes}} - cmake --build ${{github.workspace}}/build/submission_25_05_15 --config ${{matrix.build_type}} -j ${{env.parallel_processes}} - cmake --build ${{github.workspace}}/build/submission_25_05_22 --config ${{matrix.build_type}} -j ${{env.parallel_processes}} + cmake --build ${{github.workspace}}/build/neon --config ${{matrix.build_type}} -j ${{env.parallel_processes}} cmake --build ${{github.workspace}}/build --config ${{matrix.build_type}} -j ${{env.parallel_processes}} - name: Test working-directory: ${{github.workspace}}/build # Execute tests defined by the CMake configuration. run: | - ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --test-dir submission_25_05_01 --output-on-failure - ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --test-dir submission_25_05_08 --output-on-failure - ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --test-dir submission_25_05_15 --output-on-failure - ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --test-dir submission_25_05_22 --output-on-failure + ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --test-dir neon --output-on-failure ctest -j ${{env.parallel_processes}} -C ${{matrix.build_type}} --output-on-failure -E "^Test einsum tree optimize and execute first example" - name: Test + Valgrind working-directory: ${{github.workspace}}/build # Execute tests defined by the CMake configuration. run: | - ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --test-dir submission_25_05_01 --output-on-failure - ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --test-dir submission_25_05_08 --output-on-failure - ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --test-dir submission_25_05_15 --output-on-failure - ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --test-dir submission_25_05_22 --output-on-failure + ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --test-dir neon --output-on-failure ctest -j ${{env.parallel_processes}} -T memcheck -C ${{matrix.build_type}} --output-on-failure -E "^Test *(gemm generation|unary|tensor operation|parallel tensor operation|einsum tree execute|einsum tree optimize and execute)" diff --git a/.vscode/settings.json b/.vscode/settings.json index 61348a4..f0471c9 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -88,12 +88,17 @@ "Fastor", "fmax", "fmla", + "GFLOPS", "heapbytes", "jited", "linalg", "madd", + "matmul", "MATMUL", "MATMULS", + "microbenchmark", + "Microbenchmark", + "microbenchmarks", "microkernel", "MINIJIT", "movz", diff --git a/docs_sphinx/chapters/assembly.rst b/docs_sphinx/chapters/assembly.rst index 310cf2b..786c25a 100644 --- a/docs_sphinx/chapters/assembly.rst +++ b/docs_sphinx/chapters/assembly.rst @@ -4,6 +4,8 @@ Assembly Before we begin implementing the individual components of the project, we will start with a brief review of assembly language. This short chapter is intended as a refresher on the basic knowledge required for the project. +All files related to the tasks of this chapter can be found under ``submissions/assembly/``. + Hello Assembly -------------- diff --git a/docs_sphinx/chapters/base.rst b/docs_sphinx/chapters/base.rst index afd9845..7f2fc0a 100644 --- a/docs_sphinx/chapters/base.rst +++ b/docs_sphinx/chapters/base.rst @@ -3,12 +3,13 @@ Base In this chapter, we get more familiar with some base ARM64 assembly instructions and how to benchmark the performance of such instructions. +All files related to the tasks of this chapter can be found under ``submissions/base/``. + Copying Data ------------ First, we will implement the functionality of the given ``copy_c_0`` and ``copy_c_1`` C functions from the ``copy_c.c`` file using only base instructions. -The corresponding assembly code will be written in the ``copy_asm_0`` and ``copy_asm_1`` functions, located in the ``copy_asm.s`` file under -``submissions/submission_25_04_24/copy_asm.s``. +The corresponding assembly code will be written in the ``copy_asm_0`` and ``copy_asm_1`` functions, located in the ``copy_asm.s`` file. 1. copy_asm_0 ^^^^^^^^^^^^^ @@ -53,7 +54,7 @@ The corresponding assembly code will be written in the ``copy_asm_0`` and ``copy cmp x3, x0 // compare value in x3 and x0 b.ge end_loop // conditions: counter x3 greater equal n/x0 (value in [x0]) - ldr w4, [x1, x3, lsl #2] // adress = x1 + (x3 << 2) + ldr w4, [x1, x3, lsl #2] // address = x1 + (x3 << 2) str w4, [x2, x3, lsl #2] // x3 << 2 = x3 * 4 add x3, x3, #1 @@ -79,9 +80,7 @@ Instruction Throughput and Latency The next task is to benchmark the execution throughput and latency of the ``ADD`` (shifted register) and ``MUL`` instructions. -Our implementation is located under the directory ``submissions/submission_25_05_24/``. - -Files: ``submissions/submission_25_05_24/`` +Files: - ``benchmark_driver.cpp`` - ``benchmark.s`` @@ -151,7 +150,7 @@ throughput and latency. For the throughput measurement of ``ADD`` this looks lik ret .size throughput_add, (. - throughput_add) -Throughput measurement of ``MUL`` is similar. For the latency benchmakring we use read-after-write dependencies to measure the latency of the instructions. +Throughput measurement of ``MUL`` is similar. For the latency benchmarking we use read-after-write dependencies to measure the latency of the instructions. For ``ADD`` this looks like this: .. code-block:: asm diff --git a/docs_sphinx/chapters/neon.rst b/docs_sphinx/chapters/neon.rst index 158a416..1824ac9 100644 --- a/docs_sphinx/chapters/neon.rst +++ b/docs_sphinx/chapters/neon.rst @@ -4,6 +4,8 @@ Neon This chapter focuses on implementing the first kernels using ARM64 `Neon `_ instructions. The goal is to develop highly optimized kernels for matrix-matrix multiplication and batch-reduced matrix multiplication. +All files related to the tasks of this chapter can be found under ``submissions/neon/``. + Execution Throughput and Latency -------------------------------- @@ -15,7 +17,7 @@ understanding of their performance characteristics and serve as a reference poin **Task**: Microbenchmark the execution throughput of the following instructions: -Each subtask is sturctured into four parts: the file containing the implementation of the subtask, the driver file that runs the assembly code, +Each subtask is structured into four parts: the file containing the implementation of the subtask, the driver file that runs the assembly code, a compilation command to create an executable, and a short description of the results. The results of the microbenchmarks are documented in the image below: @@ -24,32 +26,32 @@ image below: **Subtask**: ``FMLA`` (vector) with arrangement specifier ``4S``. -- File: ``submissions/submission_25_05_01/neon_1_1.s`` -- Driver: ``submissions/submission_25_05_01/neon_1_1_driver.cpp`` +- File: ``neon_1_1.s`` +- Driver: ``neon_1_1_driver.cpp`` - Compilation: ``g++ -o neon_1_1.exe neon_1_1_driver.cpp neon_1_1.s`` - We have :math:`13.2304 \cdot 10^{10}` instructions per second. - That are :math:`132.304` GFLOPs/sec in total. + That are :math:`132.304` GFLOPs in total. **Subtask**: ``FMLA`` (vector) with arrangement specifier ``2S``. -- File: ``submissions/submission_25_05_01/neon_1_1.s`` -- Driver: ``submissions/submission_25_05_01/neon_1_1_driver.cpp`` +- File: ``neon_1_1.s`` +- Driver: ``neon_1_1_driver.cpp`` - Compilation: ``g++ -o neon_1_1.exe neon_1_1_driver.cpp neon_1_1.s`` - We have :math:`6.65221 \cdot 10^{10}` instructions per second. - That are :math:`66.5221` GFLOPs/sec in total. + That are :math:`66.5221` GFLOPs in total. **Subtask**: ``FMADD`` (scalar), single-precision variant. -- File: ``submissions/submission_25_05_01/neon_1_1.s`` -- Driver: ``submissions/submission_25_05_01/neon_1_1_driver.cpp`` +- File: ``neon_1_1.s`` +- Driver: ``neon_1_1_driver.cpp`` - Compilation: ``g++ -o neon_1_1.exe neon_1_1_driver.cpp neon_1_1.s`` - We have :math:`1.12728 \cdot 10^{10}` instructions per second. - That are :math:`11.2728` GFLOPs/sec in total. + That are :math:`11.2728` GFLOPs in total. **Summary** It can be seen that the usage of SIMD lanes can increase the throughput significantly. From the scala ``FMADD`` instruction to the vector -``FMLA``instruction with arrangement specifier ``2S`` the throughput increases by a factor of about 6. The throughput of the vector +``FMLA`` instruction with arrangement specifier ``2S`` the throughput increases by a factor of about 6. The throughput of the vector ``FMLA`` instruction with arrangement specifier ``4S`` is about twice as high as the one with ``2S``, resulting in a factor of about 12 compared to the scalar ``FMADD`` instruction. This shows the power of SIMD instructions and how they can be used to increase the throughput. @@ -67,16 +69,16 @@ in the image below: **Subtask**: Dependency on one of the source registers. -- File: ``submissions/submission_25_05_01/neon_1_2.s`` -- Driver: ``submissions/submission_25_05_01/neon_1_2_driver.cpp`` +- File: ``neon_1_2.s`` +- Driver: ``neon_1_2_driver.cpp`` - Compilation: ``g++ -o neon_1_2.exe neon_1_2_driver.cpp neon_1_2.s`` - We have :math:`11.4961 \cdot 10^9` instruction per seconds in a single ALU. Resulting in a **latency of** :math:`\approx 1/3` **cycle** for the known clock speed of 4.4 GHz. **Subtask**: Dependency on the destination register only. -- File: ``submissions/submission_25_05_01/neon_1_2.s`` -- Driver: ``submissions/submission_25_05_01/neon_1_2_driver.cpp`` +- File: ``neon_1_2.s`` +- Driver: ``neon_1_2_driver.cpp`` - Compilation: ``g++ -o neon_1_2.exe neon_1_2_driver.cpp neon_1_2.s`` - We have :math:`11.7019 \cdot 10^9` instruction per seconds in a single ALU. Resulting in a **latency of** :math:`\approx 1/3` **cycle** for the known clock speed of 4.4 GHz. @@ -89,7 +91,7 @@ source registers or only on the destination register. Microkernel ----------- -Next, we implement the first microkernel for the matrix-matrix multiplication of :math:`16 \times 1`matrice with a :math:`1 \times 6` matrix +Next, we implement the first microkernel for the matrix-matrix multiplication of :math:`16 \times 1` matrices with a :math:`1 \times 6` matrix which uses a :math:`16 \times 6` accumulator matrix C and computes C+=AB. 1. matmul_16_6_1 @@ -97,8 +99,8 @@ which uses a :math:`16 \times 6` accumulator matrix C and computes C+=AB. **Task**: Implement a Neon microkernel that computes C+=AB for M=16, N=6, and K=1. Wrap your microkernel in the ``matmul_16_6_1`` function. -- File: ``submissions/submission_25_05_01/neon_2_simple.s`` -- Driver: ``submissions/submission_25_05_01/neon_2_driver.cpp`` +- File: ``neon_2_simple.s`` +- Driver: ``neon_2_driver.cpp`` Implementation of the microkernel looping over each of the six columns of the matrix C: @@ -149,10 +151,10 @@ Implementation of the microkernel looping over each of the six columns of the ma **Task**: Test and optimize your microkernel. Report its performance in GFLOPS. - Files: - - ``submissions/submission_25_05_01/neon_2.h`` using a loop over the columns - - ``submissions/submission_25_05_01/neon_2_unrolled.s`` using an unrolled version of the loop -- Tests: ``submissions/submission_25_05_01/neon_2.test.cpp`` -- Benchmarks: ``submissions/submission_25_05_01/neon_2.bench.cpp`` + - ``neon_2.h`` using a loop over the columns + - ``neon_2_unrolled.s`` using an unrolled version of the loop +- Tests: ``neon_2.test.cpp`` +- Benchmarks: ``neon_2.bench.cpp`` **Subtask**: Optimization @@ -254,7 +256,7 @@ To scale the microkernel to larger matrices, we will introduce loops over the *K The first loop implemented is over the *K* dimension, which is the most inner loop in the matrix multiplication. The result is a microkernel that computes C+=AB for M=16, N=6 and K=64. -- File ``submissions/submission_25_05_01/neon_3_1.s`` +- File ``neon_3_1.s`` .. code-block:: asm :linenos: @@ -386,9 +388,9 @@ that computes C+=AB for M=16, N=6 and K=64. **Task**: Loop over M: Implement a kernel that computes C+=AB for M=64, N=6 and K=64. Wrap your kernel in the ``matmul_64_6_64`` function. -The next extension is to loop over the *M* dimension to allow computation of C+=AB for *M*=64, N=6 and K=64*. +The next extension is to loop over the *M* dimension to allow computation of C+=AB for M=64, N=6 and K=64. -- File ``submissions/submission_25_05_01/neon_3_2.s`` +- File ``neon_3_2.s`` .. code-block:: asm :linenos: @@ -434,9 +436,9 @@ The next extension is to loop over the *M* dimension to allow computation of C+= **Task**: Loop over N: Implement a kernel that computes C+=AB for M=64, N=48 and K=64. Wrap your kernel in the ``matmul_64_48_64`` function. -The final extension is to loop over the *N* dimension to allow computation of C+=AB for *M*=64, *N*=48 and *K*=64*. +The final extension is to loop over the *N* dimension to allow computation of C+=AB for M=64, N=48 and K=64. -- File ``submissions/submission_25_05_01/neon_3_3.s`` +- File ``neon_3_3.s`` .. code-block:: asm :linenos: @@ -486,9 +488,9 @@ The final extension is to loop over the *N* dimension to allow computation of C+ **Task**: Test and optimize the kernels. Report your performance in GFLOPS. -- File ``submissions/submission_25_05_01/neon_3.h`` -- Tests ``submissions/submission_25_05_01/neon_3.test.cpp`` -- Benchmarks ``submissions/submission_25_05_01/neon_3.bench.cpp`` +- File ``neon_3.h`` +- Tests ``neon_3.test.cpp`` +- Benchmarks ``neon_3.bench.cpp`` **Subtask**: Optimization @@ -550,26 +552,33 @@ floats and one column of 2 floats. File: ``neon_4_1.s`` For this kernel ``matmul_14_6_64`` we adapt the already implemented kernel ``matmul_16_6_64``. The only change is that we now use 3 -``fmla`` instructions that operate on 4 scalars, and one ``fmla`` instruction that only uses 2 scalars: :math:`4 \cdot 3 + 1 \cdot 2 = 14`. +``ld1/st1`` instructions that loads/stores on 4 scalars, and one ``ldr/st1`` instruction that load/store the last 2 scalars: :math:`4 \cdot 3 + 1 \cdot 2 = 14`. +The ``fmla`` remain unchanged as we "mask" the operation by the correct load and store operations. -We load the full 16 floats and ignore the last 2: +We load the first 14 floats and additional the last 2 floats: .. code-block:: asm :linenos: ... - // Load first column from the 14x6 matrix c - load full 16 entries - ignore last 2 - ld1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 + // Load first column from the 14x6 matrix c - load 12 + 2 entries + ldr d28, [x2, #12*4] + ld1 {v25.4s, v26.4s, v27.4s}, [x2], x5 // Load second column from the 14x6 matrix c - ld1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 + ldr d20, [x2, #12*4] + ld1 {v17.4s, v18.4s, v19.4s}, [x2], x5 // Load third column from the 14x6 matrix c - ld1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 + ldr d24, [x2, #12*4] + ld1 {v21.4s, v22.4s, v23.4s}, [x2], x5 // Load fourth column from the 14x6 matrix c - ld1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 + ldr d8, [x2, #12*4] + ld1 {v5.4s, v6.4s, v7.4s}, [x2], x5 // Load fifth column from the 14x6 matrix c - ld1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 + ldr d12, [x2, #12*4] + ld1 {v9.4s, v10.4s, v11.4s}, [x2], x5 // Load sixth column from the 14x6 matrix c - ld1 {v13.4s, v14.4s, v15.4s, v16.4s}, [x2], x5 + ldr d16, [x2, #12*4] + ld1 {v13.4s, v14.4s, v15.4s}, [x2], x5 ... Next the loop over K: @@ -582,8 +591,9 @@ Next the loop over K: matmul_loop_over_K: sub x9, x9, #1 - // Load first column data from the 14x1 matrix a (again 16 but we'll only using two from v3) - ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x0], x3 + // Load first column data from the 14x1 matrix a (loading 2 + 12 entries) + ldr d3, [x0, #12*4] + ld1 {v0.4s, v1.4s, v2.4s}, [x0], x3 // run the known matmul_16_6_1_unrolled kernel with modification to matmult_14_6_1 // Load first element from the 1x6 matrix b @@ -594,7 +604,7 @@ Next the loop over K: fmla v25.4s, v0.4s, v4.s[0] // 4 floats fmla v26.4s, v1.4s, v4.s[0] // 4 floats fmla v27.4s, v2.4s, v4.s[0] // 4 floats - fmla v28.2s, v3.2s, v4.s[0] // 2 floats + fmla v28.4s, v3.4s, v4.s[0] // 4 floats // Load second element from the 1x6 matrix b ldr s4, [x1] @@ -604,30 +614,33 @@ Next the loop over K: fmla v17.4s, v0.4s, v4.s[0] fmla v18.4s, v1.4s, v4.s[0] fmla v19.4s, v2.4s, v4.s[0] - fmla v20.2s, v3.2s, v4.s[0] + fmla v20.4s, v3.4s, v4.s[0] ... -We store the full 16 computed floats back to memory but only add an offset of 14 floats because the last two floats aren't used. -The last 14 values we have to save back to memory are exactly stored (8+4+2) to not right into memory we maybe not own. +To store the matrix c back to memory, we use the exact same code we used to load the matrix c, but replace the load with store instructions. .. code-block:: asm :linenos: ... - // Store first column back to memory - st1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 // offset of 14 floats - // Store second column back to memory - st1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 // offset of 14 floats - // Store third column back to memory - st1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 // offset of 14 floats - // Store fourth column back to memory - st1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 // offset of 14 floats - // Store fifth column back to memory - st1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 // offset of 14 floats - // Store sixth column back to memory (exactly last 14 elements) - stp q13, q14, [x2] // 8 floats - str q15, [x2, #32] // 4 floats - str d16, [x2, #48] // 2 floats + // Store first column from the 14x6 matrix c - store 12 + 2 entries + str d28, [x2, #12*4] + st1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Store second column from the 14x6 matrix c + str d20, [x2, #12*4] + st1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Store third column from the 14x6 matrix c + str d24, [x2, #12*4] + st1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Store fourth column from the 14x6 matrix c + str d8, [x2, #12*4] + st1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Store fifth column from the 14x6 matrix c + str d12, [x2, #12*4] + st1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Store sixth column from the 14x6 matrix c + str d16, [x2, #12*4] + st1 {v13.4s, v14.4s, v15.4s}, [x2], x5 ... 2. matmul_15_6_64 @@ -640,27 +653,52 @@ of 4 floats, one column of 2 floats, and one time 1 float. File: ``neon_4_2.s`` -For this kernel ``matmul_15_6_64`` we adapt the already implemented kernel ``matmul_16_6_64``. The only change is that we ignore the last -computed float value from the four ``fmla`` instructions when saving back to memory. +For this kernel ``matmul_15_6_64`` we adapt the already implemented kernel ``matmul_16_6_64``. Similar to ``matmul_14_6_64`` we load/store +the first 12 float and handel the last 3 elements separately. For the last 3 float we divide into a load/store of 2 elements + load/store of +1 element. Again we "mask" the computation by the load and store operation. -We load the full 16 floats and ignore the last one: +We load the loads 12 + 2 + 1 floats: .. code-block:: asm :linenos: ... - // Load first column from the 15x6 matrix c - load full 16 entries - ignore last - ld1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 - // Load second column from the 15x6 matrix c - ld1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 - // Load third column from the 15x6 matrix c - ld1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 - // Load fourth column from the 15x6 matrix c - ld1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 - // Load fifth column from the 15x6 matrix c - ld1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 - // Load sixth column from the 15x6 matrix c - ld1 {v13.4s, v14.4s, v15.4s, v16.4s}, [x2], x5 + // Load first column from the 15x6 matrix c - load 12 + 2 + 1 entries + ldr d28, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v28.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Load second column from the 14x6 matrix c + ldr d20, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v20.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Load third column from the 14x6 matrix c + ldr d24, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v24.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Load fourth column from the 14x6 matrix c + ldr d8, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v8.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Load fifth column from the 14x6 matrix c + ldr d12, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v12.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Load sixth column from the 14x6 matrix c + ldr d16, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v16.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v13.4s, v14.4s, v15.4s}, [x2], x5 ... Next the loop over K: @@ -674,12 +712,13 @@ Next the loop over K: sub x9, x9, #1 // Load first column data from the 15x1 matrix a - ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x0], x3 - // ldp q0, q1, [x0] // 4 + 4 values - // ldr q2, [x0, #32] // 4 values - // ldr d3, [x0, #48] // 2 values + ldr d3, [x0, #12*4]! + add x0, x0, #2*4 // offset 2 elements + ld1 {v3.s}[2],[x0] + sub x0, x0, #14*4 // revert offset 2+12 elements + ld1 {v0.4s, v1.4s, v2.4s}, [x0], x3 - // run the known matmul_16_6_1_unrolled kernel with modification to matmult_15_6_1 + // run the known matmul_16_6_1_unrolled kernel with modification to matmul_15_6_1 // Load first element from the 1x6 matrix b ldr s4, [x1] add x1, x1, x4 @@ -701,41 +740,62 @@ Next the loop over K: fmla v20.4s, v3.4s, v4.s[0] ... -We store the full 16 computed floats back to memory but only add an offset of 15 floats because the last float isn't used. However, the last 15 -values are exactly stored (8+4+2+1) back to memory to not write into memory we maybe not own. +To store the matrix c back to memory, we use the exact same code we used to load the matrix c, but replace the load with store instructions. .. code-block:: asm :linenos: ... - // Store first column back to memory - st1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 // offset of 15 floats - // Store second column back to memory - st1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 // offset of 15 floats - // Store third column back to memory - st1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 // offset of 15 floats - // Store fourth column back to memory - st1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 // offset of 15 floats - // Store fifth column back to memory - st1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 // offset of 15 floats - // Store sixth column back to memory (exactly last 15 elements) - stp q13, q14, [x2] // 8 floats - str q15, [x2, #32] // 4 floats - str d16, [x2, #48] // 2 floats - mov w9, v16.s[2] - str w9, [x2, #56] // 1 floats + // Load first column from the 15x6 matrix c - load 12 + 2 + 1 entries + str d28, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v28.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Load second column from the 14x6 matrix c + str d20, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v20.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Load third column from the 14x6 matrix c + str d24, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v24.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Load fourth column from the 14x6 matrix c + str d8, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v8.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Load fifth column from the 14x6 matrix c + str d12, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v12.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Load sixth column from the 14x6 matrix c + str d16, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v16.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v13.4s, v14.4s, v15.4s}, [x2], x5 ... 3. Performance ^^^^^^^^^^^^^^ -**Task**: Test and optimize the kernels. Report your performance in GFLOP +**Task**: Test and optimize the kernels. Report your performance in GFLOPS. Since we already optimized the base kernel ``matmul_16_6_1`` in task :ref:`neon_2_optimization`, we do not found any further optimizations for the kernels ``matmul_14_6_64`` and ``matmul_15_6_64``. Optimized benchmark results: +#TODO rerun benchmark + .. code-block:: :emphasize-lines: 4, 8 @@ -768,7 +828,7 @@ This section considers a matrix-matrix multiplication where a high-performance i File: ``neon_5_1.s`` For this kernel ``matmul_64_64_64`` we adapt the already implemented kernel ``matmul_64_48_64``. The only changes is that we removed -two ``fmla`` blocks from the inner loop: +two ``fmla`` blocks from the inner loop i.e. our microkernel becomes a ``matmul_16_4_1`` matrix multiplication. .. code-block:: asm :linenos: @@ -846,13 +906,13 @@ Then changed the number of loops over M to four to achieve :math:`4 \cdot 16 = 6 matmul_loop_over_M: sub x16, x16, #1 - // Load first column from the 16x6 matrix c + // Load first column from the 16x4 matrix c ld1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 - // Load second column from the 16x6 matrix c + // Load second column from the 16x4 matrix c ld1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 - // Load third column from the 16x6 matrix c + // Load third column from the 16x4 matrix c ld1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 - // Load fourth column from the 16x6 matrix c + // Load fourth column from the 16x4 matrix c ld1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 mov x15, #64 // x15 iterator for K loop @@ -860,7 +920,7 @@ Then changed the number of loops over M to four to achieve :math:`4 \cdot 16 = 6 sub x15, x15, #1 ... -And finaly changed the number of loops over N to 16 :math:`16 \cdot 4 = 64`: +And finally changed the number of loops over N to 16 :math:`16 \cdot 4 = 64`: .. code-block:: asm :linenos: @@ -898,7 +958,7 @@ After experimenting with different loop orders, we stay with the current order o Batch-Reduce GEMM ----------------- -This section examines a batch-reduced matrix-matrix multiplication that introduces a fourth dimension *C* alongside the knwon +This section examines a batch-reduced matrix-matrix multiplication that introduces a fourth dimension *C* alongside the known *M*, *N*, and *K* dimensions. A batch-reduced matrix-matrix multiplication (BRGEMM or BRMM) is an operation where multiple pairs of matrices are multiplied, and their results are accumulated into a single output matrix. This operation is commonly used in machine learning to efficiently perform repeated matrix multiplications with summation across a batch dimension. @@ -911,7 +971,8 @@ in the ``matmul_64_48_64_16`` function. - File: ``neon_6_1.s`` -We started by using our ``matmul_64_48_64`` from :ref:`neon_3_loop_over_N` kernel with a batch dimension of one which is in the file ``neon_6_1_batch1.s``. +We started by using our ``matmul_64_48_64`` from :ref:`neon_3_loop_over_N` kernel and replaced the microkernel with the ``matmul_16_4_1`` as +it achieves higher performance, resulting in the file ``neon_6_1_no_batch.s``. .. code-block:: asm :linenos: diff --git a/submissions/submission_25_04_17/add_values.cpp b/submissions/assembly/add_values.cpp similarity index 72% rename from submissions/submission_25_04_17/add_values.cpp rename to submissions/assembly/add_values.cpp index 96ffe02..249e011 100644 --- a/submissions/submission_25_04_17/add_values.cpp +++ b/submissions/assembly/add_values.cpp @@ -1,3 +1,4 @@ +#include #include extern "C" @@ -17,5 +18,7 @@ int main() add_values(a_ptr, b_ptr, c_ptr); + std::cout << "a / b / return value c: " << a << "/" << b << "/" << c << std::endl; + return 0; } \ No newline at end of file diff --git a/submissions/submission_25_04_17/add_values.dis b/submissions/assembly/add_values.dis similarity index 100% rename from submissions/submission_25_04_17/add_values.dis rename to submissions/assembly/add_values.dis diff --git a/submissions/submission_25_04_17/add_values.hex b/submissions/assembly/add_values.hex similarity index 100% rename from submissions/submission_25_04_17/add_values.hex rename to submissions/assembly/add_values.hex diff --git a/submissions/submission_25_04_17/add_values.relf b/submissions/assembly/add_values.relf similarity index 100% rename from submissions/submission_25_04_17/add_values.relf rename to submissions/assembly/add_values.relf diff --git a/submissions/submission_25_04_17/add_values.s b/submissions/assembly/add_values.s similarity index 100% rename from submissions/submission_25_04_17/add_values.s rename to submissions/assembly/add_values.s diff --git a/submissions/submission_25_04_17/hello_assembly.c b/submissions/assembly/hello_assembly.c similarity index 100% rename from submissions/submission_25_04_17/hello_assembly.c rename to submissions/assembly/hello_assembly.c diff --git a/submissions/submission_25_04_17/hello_assembly.cpp b/submissions/assembly/hello_assembly.cpp similarity index 100% rename from submissions/submission_25_04_17/hello_assembly.cpp rename to submissions/assembly/hello_assembly.cpp diff --git a/submissions/submission_25_04_17/hello_assembly_clang.s b/submissions/assembly/hello_assembly_clang.s similarity index 100% rename from submissions/submission_25_04_17/hello_assembly_clang.s rename to submissions/assembly/hello_assembly_clang.s diff --git a/submissions/submission_25_04_17/hello_assembly_gcc.s b/submissions/assembly/hello_assembly_gcc.s similarity index 100% rename from submissions/submission_25_04_17/hello_assembly_gcc.s rename to submissions/assembly/hello_assembly_gcc.s diff --git a/submissions/submission_25_04_24/benchmark.s b/submissions/base/benchmark.s similarity index 100% rename from submissions/submission_25_04_24/benchmark.s rename to submissions/base/benchmark.s diff --git a/submissions/submission_25_04_24/benchmark_driver.cpp b/submissions/base/benchmark_driver.cpp similarity index 100% rename from submissions/submission_25_04_24/benchmark_driver.cpp rename to submissions/base/benchmark_driver.cpp diff --git a/submissions/submission_25_04_24/copy_asm.s b/submissions/base/copy_asm.s similarity index 100% rename from submissions/submission_25_04_24/copy_asm.s rename to submissions/base/copy_asm.s diff --git a/submissions/submission_25_04_24/copy_c.c b/submissions/base/copy_c.c similarity index 100% rename from submissions/submission_25_04_24/copy_c.c rename to submissions/base/copy_c.c diff --git a/submissions/submission_25_04_24/copy_driver.cpp b/submissions/base/copy_driver.cpp similarity index 100% rename from submissions/submission_25_04_24/copy_driver.cpp rename to submissions/base/copy_driver.cpp diff --git a/submissions/submission_25_05_01/CMakeLists.txt b/submissions/neon/CMakeLists.txt similarity index 89% rename from submissions/submission_25_05_01/CMakeLists.txt rename to submissions/neon/CMakeLists.txt index 83a1786..8f40b50 100644 --- a/submissions/submission_25_05_01/CMakeLists.txt +++ b/submissions/neon/CMakeLists.txt @@ -60,16 +60,34 @@ set(SRC_FILES neon_3_1.s neon_3_2.s neon_3_3.s + + neon_4_1.s + neon_4_2.s + neon_5_1.s + neon_5_1-base-line.s + + neon_6_1_no_batch.s + neon_6_1.s + + neon_7_1.s ) set(TEST_FILES neon_2.test.cpp neon_3.test.cpp + neon_4.test.cpp + neon_5.test.cpp + neon_6.test.cpp + neon_7.test.cpp ) set(BENCH_FILES neon_2.bench.cpp neon_3.bench.cpp + neon_4.bench.cpp + neon_5.bench.cpp + neon_6.bench.cpp + neon_7.bench.cpp ) add_executable(neon_1_1 "${SRC_FILES}" diff --git a/submissions/submission_25_05_01/neon_1_1.s b/submissions/neon/neon_1_1.s similarity index 100% rename from submissions/submission_25_05_01/neon_1_1.s rename to submissions/neon/neon_1_1.s diff --git a/submissions/submission_25_05_01/neon_1_1_driver.cpp b/submissions/neon/neon_1_1_driver.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_1_1_driver.cpp rename to submissions/neon/neon_1_1_driver.cpp diff --git a/submissions/submission_25_05_01/neon_1_2.s b/submissions/neon/neon_1_2.s similarity index 100% rename from submissions/submission_25_05_01/neon_1_2.s rename to submissions/neon/neon_1_2.s diff --git a/submissions/submission_25_05_01/neon_1_2_driver.cpp b/submissions/neon/neon_1_2_driver.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_1_2_driver.cpp rename to submissions/neon/neon_1_2_driver.cpp diff --git a/submissions/submission_25_05_01/neon_2.bench.cpp b/submissions/neon/neon_2.bench.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_2.bench.cpp rename to submissions/neon/neon_2.bench.cpp diff --git a/submissions/submission_25_05_01/neon_2.h b/submissions/neon/neon_2.h similarity index 100% rename from submissions/submission_25_05_01/neon_2.h rename to submissions/neon/neon_2.h diff --git a/submissions/submission_25_05_01/neon_2.test.cpp b/submissions/neon/neon_2.test.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_2.test.cpp rename to submissions/neon/neon_2.test.cpp diff --git a/submissions/submission_25_05_01/neon_2_driver.cpp b/submissions/neon/neon_2_driver.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_2_driver.cpp rename to submissions/neon/neon_2_driver.cpp diff --git a/submissions/submission_25_05_01/neon_2_simple.s b/submissions/neon/neon_2_simple.s similarity index 100% rename from submissions/submission_25_05_01/neon_2_simple.s rename to submissions/neon/neon_2_simple.s diff --git a/submissions/submission_25_05_01/neon_2_unrolled.s b/submissions/neon/neon_2_unrolled.s similarity index 100% rename from submissions/submission_25_05_01/neon_2_unrolled.s rename to submissions/neon/neon_2_unrolled.s diff --git a/submissions/submission_25_05_01/neon_3.bench.cpp b/submissions/neon/neon_3.bench.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_3.bench.cpp rename to submissions/neon/neon_3.bench.cpp diff --git a/submissions/submission_25_05_01/neon_3.h b/submissions/neon/neon_3.h similarity index 100% rename from submissions/submission_25_05_01/neon_3.h rename to submissions/neon/neon_3.h diff --git a/submissions/submission_25_05_01/neon_3.test.cpp b/submissions/neon/neon_3.test.cpp similarity index 100% rename from submissions/submission_25_05_01/neon_3.test.cpp rename to submissions/neon/neon_3.test.cpp diff --git a/submissions/submission_25_05_01/neon_3_1.s b/submissions/neon/neon_3_1.s similarity index 100% rename from submissions/submission_25_05_01/neon_3_1.s rename to submissions/neon/neon_3_1.s diff --git a/submissions/submission_25_05_01/neon_3_2.s b/submissions/neon/neon_3_2.s similarity index 100% rename from submissions/submission_25_05_01/neon_3_2.s rename to submissions/neon/neon_3_2.s diff --git a/submissions/submission_25_05_01/neon_3_3.s b/submissions/neon/neon_3_3.s similarity index 100% rename from submissions/submission_25_05_01/neon_3_3.s rename to submissions/neon/neon_3_3.s diff --git a/submissions/submission_25_05_08/neon_4.bench.cpp b/submissions/neon/neon_4.bench.cpp similarity index 100% rename from submissions/submission_25_05_08/neon_4.bench.cpp rename to submissions/neon/neon_4.bench.cpp diff --git a/submissions/submission_25_05_08/neon_4.h b/submissions/neon/neon_4.h similarity index 100% rename from submissions/submission_25_05_08/neon_4.h rename to submissions/neon/neon_4.h diff --git a/submissions/submission_25_05_08/neon_4.test.cpp b/submissions/neon/neon_4.test.cpp similarity index 100% rename from submissions/submission_25_05_08/neon_4.test.cpp rename to submissions/neon/neon_4.test.cpp diff --git a/submissions/submission_25_05_08/neon_4_1.s b/submissions/neon/neon_4_1.s similarity index 70% rename from submissions/submission_25_05_08/neon_4_1.s rename to submissions/neon/neon_4_1.s index db0d419..2d1d270 100644 --- a/submissions/submission_25_05_08/neon_4_1.s +++ b/submissions/neon/neon_4_1.s @@ -37,25 +37,32 @@ matmul_14_6_64: mov x6, x1 // Store the initial value of x1, to be restored in the next loop iteration mov x7, x2 // Store the initial value of x2, to be restored after the loop - // Load first column from the 14x6 matrix c - load full 16 entries - ignore last 2 - ld1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 + // Load first column from the 14x6 matrix c - load 12 + 2 entries + ldr d28, [x2, #12*4] + ld1 {v25.4s, v26.4s, v27.4s}, [x2], x5 // Load second column from the 14x6 matrix c - ld1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 + ldr d20, [x2, #12*4] + ld1 {v17.4s, v18.4s, v19.4s}, [x2], x5 // Load third column from the 14x6 matrix c - ld1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 + ldr d24, [x2, #12*4] + ld1 {v21.4s, v22.4s, v23.4s}, [x2], x5 // Load fourth column from the 14x6 matrix c - ld1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 + ldr d8, [x2, #12*4] + ld1 {v5.4s, v6.4s, v7.4s}, [x2], x5 // Load fifth column from the 14x6 matrix c - ld1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 + ldr d12, [x2, #12*4] + ld1 {v9.4s, v10.4s, v11.4s}, [x2], x5 // Load sixth column from the 14x6 matrix c - ld1 {v13.4s, v14.4s, v15.4s, v16.4s}, [x2], x5 + ldr d16, [x2, #12*4] + ld1 {v13.4s, v14.4s, v15.4s}, [x2], x5 mov x9, #64 // x9 iterator for K loop matmul_loop_over_K: sub x9, x9, #1 - // Load first column data from the 14x1 matrix a (again 16 but we'll only using two from v3) - ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x0], x3 + // Load first column data from the 14x1 matrix a (loading 2 + 12 entries) + ldr d3, [x0, #12*4] + ld1 {v0.4s, v1.4s, v2.4s}, [x0], x3 // run the known matmul_16_6_1_unrolled kernel with modification to matmult_14_6_1 // Load first element from the 1x6 matrix b @@ -66,7 +73,7 @@ matmul_loop_over_K: fmla v25.4s, v0.4s, v4.s[0] // 4 floats fmla v26.4s, v1.4s, v4.s[0] // 4 floats fmla v27.4s, v2.4s, v4.s[0] // 4 floats - fmla v28.2s, v3.2s, v4.s[0] // 2 floats + fmla v28.4s, v3.4s, v4.s[0] // 4 floats // Load second element from the 1x6 matrix b @@ -77,7 +84,7 @@ matmul_loop_over_K: fmla v17.4s, v0.4s, v4.s[0] fmla v18.4s, v1.4s, v4.s[0] fmla v19.4s, v2.4s, v4.s[0] - fmla v20.2s, v3.2s, v4.s[0] + fmla v20.4s, v3.4s, v4.s[0] // Load third element from the 1x6 matrix b @@ -88,7 +95,7 @@ matmul_loop_over_K: fmla v21.4s, v0.4s, v4.s[0] fmla v22.4s, v1.4s, v4.s[0] fmla v23.4s, v2.4s, v4.s[0] - fmla v24.2s, v3.2s, v4.s[0] + fmla v24.4s, v3.4s, v4.s[0] // Load fourth element from the 1x6 matrix b @@ -99,7 +106,7 @@ matmul_loop_over_K: fmla v5.4s, v0.4s, v4.s[0] fmla v6.4s, v1.4s, v4.s[0] fmla v7.4s, v2.4s, v4.s[0] - fmla v8.2s, v3.2s, v4.s[0] + fmla v8.4s, v3.4s, v4.s[0] // Load fifth element from the 1x6 matrix b @@ -110,7 +117,7 @@ matmul_loop_over_K: fmla v9.4s, v0.4s, v4.s[0] fmla v10.4s, v1.4s, v4.s[0] fmla v11.4s, v2.4s, v4.s[0] - fmla v12.2s, v3.2s, v4.s[0] + fmla v12.4s, v3.4s, v4.s[0] // Load sixth element from the 1x6 matrix b @@ -121,7 +128,7 @@ matmul_loop_over_K: fmla v13.4s, v0.4s, v4.s[0] fmla v14.4s, v1.4s, v4.s[0] fmla v15.4s, v2.4s, v4.s[0] - fmla v16.2s, v3.2s, v4.s[0] + fmla v16.4s, v3.4s, v4.s[0] // offset x6 to the next element in the column @@ -135,21 +142,25 @@ matmul_loop_over_K: // Restore initial value of x2 that was changed by the loads mov x2, x7 - - // Store first column back to memory - st1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 // offset of 14 floats - // Store second column back to memory - st1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 // offset of 14 floats - // Store third column back to memory - st1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 // offset of 14 floats - // Store fourth column back to memory - st1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 // offset of 14 floats - // Store fifth column back to memory - st1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 // offset of 14 floats - // Store sixth column back to memory (exactly last 14 elements) - stp q13, q14, [x2] // 8 floats - str q15, [x2, #32] // 4 floats - str d16, [x2, #48] // 2 floats + + // Store first column from the 14x6 matrix c - store 12 + 2 entries + str d28, [x2, #12*4] + st1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Store second column from the 14x6 matrix c + str d20, [x2, #12*4] + st1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Store third column from the 14x6 matrix c + str d24, [x2, #12*4] + st1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Store fourth column from the 14x6 matrix c + str d8, [x2, #12*4] + st1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Store fifth column from the 14x6 matrix c + str d12, [x2, #12*4] + st1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Store sixth column from the 14x6 matrix c + str d16, [x2, #12*4] + st1 {v13.4s, v14.4s, v15.4s}, [x2], x5 // Procedural Call Standard // restore callee-saved registers diff --git a/submissions/submission_25_05_08/neon_4_2.s b/submissions/neon/neon_4_2.s similarity index 54% rename from submissions/submission_25_05_08/neon_4_2.s rename to submissions/neon/neon_4_2.s index 3a3313f..d38b589 100644 --- a/submissions/submission_25_05_08/neon_4_2.s +++ b/submissions/neon/neon_4_2.s @@ -37,28 +37,53 @@ matmul_15_6_64: mov x6, x1 // Store the initial value of x1, to be restored in the next loop iteration mov x7, x2 // Store the initial value of x2, to be restored after the loop - // Load first column from the 15x6 matrix c - load full 16 entries - ignore last - ld1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 - // Load second column from the 15x6 matrix c - ld1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 - // Load third column from the 15x6 matrix c - ld1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 - // Load fourth column from the 15x6 matrix c - ld1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 - // Load fifth column from the 15x6 matrix c - ld1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 - // Load sixth column from the 15x6 matrix c - ld1 {v13.4s, v14.4s, v15.4s, v16.4s}, [x2], x5 + // Load first column from the 15x6 matrix c - load 12 + 2 + 1 entries + ldr d28, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v28.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Load second column from the 14x6 matrix c + ldr d20, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v20.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Load third column from the 14x6 matrix c + ldr d24, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v24.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Load fourth column from the 14x6 matrix c + ldr d8, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v8.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Load fifth column from the 14x6 matrix c + ldr d12, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v12.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Load sixth column from the 14x6 matrix c + ldr d16, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + ld1 {v16.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + ld1 {v13.4s, v14.4s, v15.4s}, [x2], x5 mov x9, #64 // x9 iterator for K loop matmul_loop_over_K: sub x9, x9, #1 // Load first column data from the 15x1 matrix a - ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x0], x3 - // ldp q0, q1, [x0] // 4 + 4 values - // ldr q2, [x0, #32] // 4 values - // ldr d3, [x0, #48] // 2 values + ldr d3, [x0, #12*4]! + add x0, x0, #2*4 // offset 2 elements + ld1 {v3.s}[2],[x0] + sub x0, x0, #14*4 // revert offset 2+12 elements + ld1 {v0.4s, v1.4s, v2.4s}, [x0], x3 // run the known matmul_16_6_1_unrolled kernel with modification to matmult_15_6_1 // Load first element from the 1x6 matrix b @@ -139,22 +164,42 @@ matmul_loop_over_K: // Restore initial value of x2 that was changed by the loads mov x2, x7 - // Store first column back to memory - st1 {v25.4s, v26.4s, v27.4s, v28.4s}, [x2], x5 // offset of 15 floats - // Store second column back to memory - st1 {v17.4s, v18.4s, v19.4s, v20.4s}, [x2], x5 // offset of 15 floats - // Store third column back to memory - st1 {v21.4s, v22.4s, v23.4s, v24.4s}, [x2], x5 // offset of 15 floats - // Store fourth column back to memory - st1 {v5.4s, v6.4s, v7.4s, v8.4s}, [x2], x5 // offset of 15 floats - // Store fifth column back to memory - st1 {v9.4s, v10.4s, v11.4s, v12.4s}, [x2], x5 // offset of 15 floats - // Store sixth column back to memory (exactly last 15 elements) - stp q13, q14, [x2] // 8 floats - str q15, [x2, #32] // 4 floats - str d16, [x2, #48] // 2 floats - mov w9, v16.s[2] - str w9, [x2, #56] // 1 floats + // Load first column from the 15x6 matrix c - load 12 + 2 + 1 entries + str d28, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v28.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v25.4s, v26.4s, v27.4s}, [x2], x5 + // Load second column from the 14x6 matrix c + str d20, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v20.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v17.4s, v18.4s, v19.4s}, [x2], x5 + // Load third column from the 14x6 matrix c + str d24, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v24.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v21.4s, v22.4s, v23.4s}, [x2], x5 + // Load fourth column from the 14x6 matrix c + str d8, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v8.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v5.4s, v6.4s, v7.4s}, [x2], x5 + // Load fifth column from the 14x6 matrix c + str d12, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v12.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v9.4s, v10.4s, v11.4s}, [x2], x5 + // Load sixth column from the 14x6 matrix c + str d16, [x2, #12*4]! + add x2, x2, #2*4 // offset 2 elements + st1 {v16.s}[2],[x2] + sub x2, x2, #14*4 // revert offset 2+12 elements + st1 {v13.4s, v14.4s, v15.4s}, [x2], x5 // Procedural Call Standard // restore callee-saved registers diff --git a/submissions/submission_25_05_08/neon_5.bench.cpp b/submissions/neon/neon_5.bench.cpp similarity index 100% rename from submissions/submission_25_05_08/neon_5.bench.cpp rename to submissions/neon/neon_5.bench.cpp diff --git a/submissions/submission_25_05_08/neon_5.h b/submissions/neon/neon_5.h similarity index 100% rename from submissions/submission_25_05_08/neon_5.h rename to submissions/neon/neon_5.h diff --git a/submissions/submission_25_05_08/neon_5.test.cpp b/submissions/neon/neon_5.test.cpp similarity index 100% rename from submissions/submission_25_05_08/neon_5.test.cpp rename to submissions/neon/neon_5.test.cpp diff --git a/submissions/submission_25_05_08/neon_5_1-base-line.s b/submissions/neon/neon_5_1-base-line.s similarity index 100% rename from submissions/submission_25_05_08/neon_5_1-base-line.s rename to submissions/neon/neon_5_1-base-line.s diff --git a/submissions/submission_25_05_08/neon_5_1.s b/submissions/neon/neon_5_1.s similarity index 100% rename from submissions/submission_25_05_08/neon_5_1.s rename to submissions/neon/neon_5_1.s diff --git a/submissions/submission_25_05_15/neon_6.bench.cpp b/submissions/neon/neon_6.bench.cpp similarity index 100% rename from submissions/submission_25_05_15/neon_6.bench.cpp rename to submissions/neon/neon_6.bench.cpp diff --git a/submissions/submission_25_05_15/neon_6.h b/submissions/neon/neon_6.h similarity index 100% rename from submissions/submission_25_05_15/neon_6.h rename to submissions/neon/neon_6.h diff --git a/submissions/submission_25_05_15/neon_6.test.cpp b/submissions/neon/neon_6.test.cpp similarity index 100% rename from submissions/submission_25_05_15/neon_6.test.cpp rename to submissions/neon/neon_6.test.cpp diff --git a/submissions/submission_25_05_15/neon_6_1.s b/submissions/neon/neon_6_1.s similarity index 100% rename from submissions/submission_25_05_15/neon_6_1.s rename to submissions/neon/neon_6_1.s diff --git a/submissions/submission_25_05_15/neon_6_1_batch1.s b/submissions/neon/neon_6_1_no_batch.s similarity index 100% rename from submissions/submission_25_05_15/neon_6_1_batch1.s rename to submissions/neon/neon_6_1_no_batch.s diff --git a/submissions/submission_25_05_22/neon_7.bench.cpp b/submissions/neon/neon_7.bench.cpp similarity index 100% rename from submissions/submission_25_05_22/neon_7.bench.cpp rename to submissions/neon/neon_7.bench.cpp diff --git a/submissions/submission_25_05_22/neon_7.h b/submissions/neon/neon_7.h similarity index 100% rename from submissions/submission_25_05_22/neon_7.h rename to submissions/neon/neon_7.h diff --git a/submissions/submission_25_05_22/neon_7.test.cpp b/submissions/neon/neon_7.test.cpp similarity index 100% rename from submissions/submission_25_05_22/neon_7.test.cpp rename to submissions/neon/neon_7.test.cpp diff --git a/submissions/submission_25_05_22/neon_7_1.s b/submissions/neon/neon_7_1.s similarity index 100% rename from submissions/submission_25_05_22/neon_7_1.s rename to submissions/neon/neon_7_1.s diff --git a/submissions/submission_25_05_22/trans_neon_4_4.s b/submissions/neon/trans_neon_4_4.s similarity index 100% rename from submissions/submission_25_05_22/trans_neon_4_4.s rename to submissions/neon/trans_neon_4_4.s diff --git a/submissions/submission_25_05_08/CMakeLists.txt b/submissions/submission_25_05_08/CMakeLists.txt deleted file mode 100644 index ea1d718..0000000 --- a/submissions/submission_25_05_08/CMakeLists.txt +++ /dev/null @@ -1,82 +0,0 @@ -cmake_minimum_required(VERSION 3.10.0) -project(MachineLearningCompiler VERSION 0.1.0 LANGUAGES C CXX ASM) - -get_property(IS_MULTI_CONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) -if(IS_MULTI_CONFIG) - message(NOTICE "Using multi-config generator. Compile with: cmake --build . --config [Debug|Release] --target ") -else() - message(NOTICE "Using single-config generator. Generate with: cmake .. -DCMAKE_BUILD_TYPE=[Debug|Release]") - if(NOT CMAKE_BUILD_TYPE) - set(CMAKE_BUILD_TYPE "Release") - message(WARNING "No Build type is set. Using Release!") - endif() -endif() - -message(STATUS "Build Type: ${CMAKE_BUILD_TYPE}") - -# Setup compile Flags -if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -endif() -set(CMAKE_CXX_STANDARD 17) -set(CMAKE_CXX_STANDARD_REQUIRED on) -set(CMAKE_VERBOSE_MAKEFILE off) - -# Fetch Catch2 -Include(FetchContent) - -FetchContent_Declare( - Catch2 - GIT_REPOSITORY https://github.com/catchorg/Catch2.git - GIT_TAG v3.8.1 -) -FetchContent_MakeAvailable(Catch2) - -# set(BENCHMARK_DOWNLOAD_DEPENDENCIES on) -set(BENCHMARK_ENABLE_GTEST_TESTS off) -set(BENCHMARK_ENABLE_TESTING off) - -FetchContent_Declare( - google_benchmark - GIT_REPOSITORY https://github.com/google/benchmark - GIT_TAG v1.9.2 -) -FetchContent_MakeAvailable(google_benchmark) - -# Add source files -set(SRC_FILES - neon_4_1.s - neon_4_2.s - neon_5_1.s - neon_5_1-base-line.s -) - -set(TEST_FILES - neon_4.test.cpp - neon_5.test.cpp -) - -set(BENCH_FILES - neon_4.bench.cpp - neon_5.bench.cpp -) - -# add_executable(loops "${SRC_FILES}") -# target_sources(loops loops_main.cpp) - -add_executable(tests "${SRC_FILES}" "${TEST_FILES}") -target_link_libraries(tests PRIVATE Catch2::Catch2WithMain) - -add_executable(benchmarks "${SRC_FILES}" "${BENCH_FILES}") -target_link_libraries(benchmarks benchmark::benchmark_main) - -list(APPEND CMAKE_MODULE_PATH ${catch2_SOURCE_DIR}/extras) -include(CTest) -include(Catch) -catch_discover_tests(tests) \ No newline at end of file diff --git a/submissions/submission_25_05_15/CMakeLists.txt b/submissions/submission_25_05_15/CMakeLists.txt deleted file mode 100644 index 8d20844..0000000 --- a/submissions/submission_25_05_15/CMakeLists.txt +++ /dev/null @@ -1,78 +0,0 @@ -cmake_minimum_required(VERSION 3.10.0) -project(MachineLearningCompiler VERSION 0.1.0 LANGUAGES C CXX ASM) - -get_property(IS_MULTI_CONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) -if(IS_MULTI_CONFIG) - message(NOTICE "Using multi-config generator. Compile with: cmake --build . --config [Debug|Release] --target ") -else() - message(NOTICE "Using single-config generator. Generate with: cmake .. -DCMAKE_BUILD_TYPE=[Debug|Release]") - if(NOT CMAKE_BUILD_TYPE) - set(CMAKE_BUILD_TYPE "Release") - message(WARNING "No Build type is set. Using Release!") - endif() -endif() - -message(STATUS "Build Type: ${CMAKE_BUILD_TYPE}") - -# Setup compile Flags -if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -endif() -set(CMAKE_CXX_STANDARD 17) -set(CMAKE_CXX_STANDARD_REQUIRED on) -set(CMAKE_VERBOSE_MAKEFILE off) - -# Fetch Catch2 -Include(FetchContent) - -FetchContent_Declare( - Catch2 - GIT_REPOSITORY https://github.com/catchorg/Catch2.git - GIT_TAG v3.8.1 -) -FetchContent_MakeAvailable(Catch2) - -# set(BENCHMARK_DOWNLOAD_DEPENDENCIES on) -set(BENCHMARK_ENABLE_GTEST_TESTS off) -set(BENCHMARK_ENABLE_TESTING off) - -FetchContent_Declare( - google_benchmark - GIT_REPOSITORY https://github.com/google/benchmark - GIT_TAG v1.9.2 -) -FetchContent_MakeAvailable(google_benchmark) - -# Add source files -set(SRC_FILES - neon_6_1_batch1.s - neon_6_1.s -) - -set(TEST_FILES - neon_6.test.cpp -) - -set(BENCH_FILES - neon_6.bench.cpp -) - -# add_executable(loops "${SRC_FILES}") -# target_sources(loops loops_main.cpp) - -add_executable(tests "${SRC_FILES}" "${TEST_FILES}") -target_link_libraries(tests PRIVATE Catch2::Catch2WithMain) - -add_executable(benchmarks "${SRC_FILES}" "${BENCH_FILES}") -target_link_libraries(benchmarks benchmark::benchmark_main) - -list(APPEND CMAKE_MODULE_PATH ${catch2_SOURCE_DIR}/extras) -include(CTest) -include(Catch) -catch_discover_tests(tests) \ No newline at end of file diff --git a/submissions/submission_25_05_22/CMakeLists.txt b/submissions/submission_25_05_22/CMakeLists.txt deleted file mode 100644 index dc3878b..0000000 --- a/submissions/submission_25_05_22/CMakeLists.txt +++ /dev/null @@ -1,77 +0,0 @@ -cmake_minimum_required(VERSION 3.10.0) -project(MachineLearningCompiler VERSION 0.1.0 LANGUAGES C CXX ASM) - -get_property(IS_MULTI_CONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) -if(IS_MULTI_CONFIG) - message(NOTICE "Using multi-config generator. Compile with: cmake --build . --config [Debug|Release] --target ") -else() - message(NOTICE "Using single-config generator. Generate with: cmake .. -DCMAKE_BUILD_TYPE=[Debug|Release]") - if(NOT CMAKE_BUILD_TYPE) - set(CMAKE_BUILD_TYPE "Release") - message(WARNING "No Build type is set. Using Release!") - endif() -endif() - -message(STATUS "Build Type: ${CMAKE_BUILD_TYPE}") - -# Setup compile Flags -if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") - add_compile_options(-Wall -Wextra -Wpedantic) - set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2") - set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -g -Og") -endif() -set(CMAKE_CXX_STANDARD 17) -set(CMAKE_CXX_STANDARD_REQUIRED on) -set(CMAKE_VERBOSE_MAKEFILE off) - -# Fetch Catch2 -Include(FetchContent) - -FetchContent_Declare( - Catch2 - GIT_REPOSITORY https://github.com/catchorg/Catch2.git - GIT_TAG v3.8.1 -) -FetchContent_MakeAvailable(Catch2) - -# set(BENCHMARK_DOWNLOAD_DEPENDENCIES on) -set(BENCHMARK_ENABLE_GTEST_TESTS off) -set(BENCHMARK_ENABLE_TESTING off) - -FetchContent_Declare( - google_benchmark - GIT_REPOSITORY https://github.com/google/benchmark - GIT_TAG v1.9.2 -) -FetchContent_MakeAvailable(google_benchmark) - -# Add source files -set(SRC_FILES - neon_7_1.s -) - -set(TEST_FILES - neon_7.test.cpp -) - -set(BENCH_FILES - neon_7.bench.cpp -) - -# add_executable(loops "${SRC_FILES}") -# target_sources(loops loops_main.cpp) - -add_executable(tests "${SRC_FILES}" "${TEST_FILES}") -target_link_libraries(tests PRIVATE Catch2::Catch2WithMain) - -add_executable(benchmarks "${SRC_FILES}" "${BENCH_FILES}") -target_link_libraries(benchmarks benchmark::benchmark_main) - -list(APPEND CMAKE_MODULE_PATH ${catch2_SOURCE_DIR}/extras) -include(CTest) -include(Catch) -catch_discover_tests(tests) \ No newline at end of file From 07c5ae09f82592340bf895643f2c606f68be4a2a Mon Sep 17 00:00:00 2001 From: RivinHD <58261670+RivinHD@users.noreply.github.com> Date: Mon, 28 Jul 2025 11:57:15 +0000 Subject: [PATCH 02/12] fix: submissons --- submissions/neon/neon_6.bench.cpp | 6 +++--- submissions/neon/neon_6.h | 2 +- submissions/neon/neon_6.test.cpp | 4 ++-- submissions/neon/neon_6_1_no_batch.s | 8 ++++---- 4 files changed, 10 insertions(+), 10 deletions(-) diff --git a/submissions/neon/neon_6.bench.cpp b/submissions/neon/neon_6.bench.cpp index 113dfdd..395fed6 100644 --- a/submissions/neon/neon_6.bench.cpp +++ b/submissions/neon/neon_6.bench.cpp @@ -29,18 +29,18 @@ template cl } }; -BENCHMARK_TEMPLATE_DEFINE_F(GemmMxNxKxBatchFixture, BM_matmul_64_48_64, 64, 48, 64, 1)(benchmark::State &state) +BENCHMARK_TEMPLATE_DEFINE_F(GemmMxNxKxBatchFixture, BM_matmul_64_48_64_1, 64, 48, 64, 1)(benchmark::State &state) { for (auto _ : state) { - matmul_64_48_64(matrix_a, matrix_b, matrix_c, lda, ldb, ldc); + matmul_64_48_64_1(matrix_a, matrix_b, matrix_c, lda, ldb, ldc); } flops = (64 * 48 * 64) * 2; // M * N * K * 2 instructions (add & mul) flops *= state.iterations(); }; -BENCHMARK_REGISTER_F(GemmMxNxKxBatchFixture, BM_matmul_64_48_64)->MinWarmUpTime(1.0); // WarmUp in seconds +BENCHMARK_REGISTER_F(GemmMxNxKxBatchFixture, BM_matmul_64_48_64_1)->MinWarmUpTime(1.0); // WarmUp in seconds BENCHMARK_TEMPLATE_DEFINE_F(GemmMxNxKxBatchFixture, BM_matmul_64_48_64_16, 64, 48, 64, 16)(benchmark::State &state) { diff --git a/submissions/neon/neon_6.h b/submissions/neon/neon_6.h index c80acaa..cdf3765 100644 --- a/submissions/neon/neon_6.h +++ b/submissions/neon/neon_6.h @@ -17,7 +17,7 @@ extern "C" * @param ldb leading dimension of B. * @param ldc leading dimension of C. **/ - void matmul_64_48_64(float const *a, float const *b, float *c, int64_t lda, int64_t ldb, int64_t ldc); + void matmul_64_48_64_1(float const *a, float const *b, float *c, int64_t lda, int64_t ldb, int64_t ldc); /** * @brief Batch-reduce GEMM that computes: C+=sum(Ai*Bi) over a batch. diff --git a/submissions/neon/neon_6.test.cpp b/submissions/neon/neon_6.test.cpp index aba6863..3a22e3d 100644 --- a/submissions/neon/neon_6.test.cpp +++ b/submissions/neon/neon_6.test.cpp @@ -29,7 +29,7 @@ TEST_CASE("Test 64x48x64 batch=1 gemm correctness random data", "[neon_6][correc copy_matrix(matrix_c, matrix_c_verify); // Run matmuls - matmul_64_48_64(matrix_a, matrix_b, matrix_c, 64, 64, 64); + matmul_64_48_64_1(matrix_a, matrix_b, matrix_c, 64, 64, 64); naive_matmul_M_N_K_Batch(matrix_a, matrix_b, matrix_c_verify, 64, 64, 64, 0, 0); verify_matmul(matrix_c_verify, matrix_c); @@ -52,7 +52,7 @@ TEST_CASE("Test 64x48x64 batch=1 gemm correctness counting data", "[neon_6][corr copy_matrix(matrix_c, matrix_c_verify); // Run matmuls - matmul_64_48_64(matrix_a, matrix_b, matrix_c, 64, 64, 64); + matmul_64_48_64_1(matrix_a, matrix_b, matrix_c, 64, 64, 64); naive_matmul_M_N_K_Batch(matrix_a, matrix_b, matrix_c_verify, 64, 64, 64, 0, 0); verify_matmul(matrix_c_verify, matrix_c); diff --git a/submissions/neon/neon_6_1_no_batch.s b/submissions/neon/neon_6_1_no_batch.s index 0f9e679..630c439 100644 --- a/submissions/neon/neon_6_1_no_batch.s +++ b/submissions/neon/neon_6_1_no_batch.s @@ -6,9 +6,9 @@ * @param x4 = ldb leading dimension of B. * @param x5 = ldc leading dimension of C. **/ -.type matmul_64_48_64, %function -.global matmul_64_48_64 -matmul_64_48_64: +.type matmul_64_48_64_1, %function +.global matmul_64_48_64_1 +matmul_64_48_64_1: // Procedural Call Standard // save frame pointer and link register @@ -191,4 +191,4 @@ matmul_loop_over_K: // ldp fp, lr, [sp], #16 ret - .size matmul_64_48_64, (. - matmul_64_48_64) + .size matmul_64_48_64_1, (. - matmul_64_48_64_1) From c00f16b7d4d3f030bfe95d53b3baa1dc8bb88c9a Mon Sep 17 00:00:00 2001 From: RivinHD <58261670+RivinHD@users.noreply.github.com> Date: Mon, 28 Jul 2025 19:14:03 +0200 Subject: [PATCH 03/12] doc: code_generation --- CMakeLists.txt | 2 +- .../BR_GEMM_plot_k_color_m.png | Bin 0 -> 64148 bytes .../BR_GEMM_plot_k_color_n.png | Bin 0 -> 63919 bytes .../BR_GEMM_plot_m_color_k.png | Bin 0 -> 313222 bytes .../BR_GEMM_plot_m_color_n.png | Bin 0 -> 339590 bytes .../BR_GEMM_plot_n_color_k.png | Bin 0 -> 589722 bytes .../BR_GEMM_plot_n_color_m.png | Bin 0 -> 567227 bytes .../report_25_05_15/GEMM_plot_k_color_m.png | Bin 0 -> 64528 bytes .../report_25_05_15/GEMM_plot_k_color_n.png | Bin 0 -> 65118 bytes .../report_25_05_15/GEMM_plot_m_color_k.png | Bin 0 -> 310314 bytes .../report_25_05_15/GEMM_plot_m_color_n.png | Bin 0 -> 335481 bytes .../report_25_05_15/GEMM_plot_n_color_k.png | Bin 0 -> 556681 bytes .../report_25_05_15/GEMM_plot_n_color_m.png | Bin 0 -> 537773 bytes docs_sphinx/chapters/code_generation.rst | 284 +++++++++- docs_sphinx/chapters/neon.rst | 32 +- docs_sphinx/chapters/report_individual.rst | 6 +- .../getting_started/building_project.rst | 2 +- docs_sphinx/submissions/report_25_05_08.rst | 2 +- scripts/BR_GEMM_plot_k_color_m.png | Bin 0 -> 64528 bytes scripts/BR_GEMM_plot_k_color_n.png | Bin 0 -> 65118 bytes scripts/BR_GEMM_plot_m_color_k.png | Bin 0 -> 310314 bytes scripts/BR_GEMM_plot_m_color_n.png | Bin 0 -> 335481 bytes scripts/BR_GEMM_plot_n_color_k.png | Bin 0 -> 556681 bytes scripts/BR_GEMM_plot_n_color_m.png | Bin 0 -> 537773 bytes scripts/plot_GEMM_benchmark.ipynb | 495 ++++++++++++++++++ 25 files changed, 777 insertions(+), 46 deletions(-) create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_k_color_m.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_k_color_n.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_m_color_k.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_m_color_n.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_n_color_k.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/BR_GEMM_plot_n_color_m.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_k_color_m.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_k_color_n.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_m_color_k.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_m_color_n.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_n_color_k.png create mode 100644 docs_sphinx/_static/images/report_25_05_15/GEMM_plot_n_color_m.png create mode 100644 scripts/BR_GEMM_plot_k_color_m.png create mode 100644 scripts/BR_GEMM_plot_k_color_n.png create mode 100644 scripts/BR_GEMM_plot_m_color_k.png create mode 100644 scripts/BR_GEMM_plot_m_color_n.png create mode 100644 scripts/BR_GEMM_plot_n_color_k.png create mode 100644 scripts/BR_GEMM_plot_n_color_m.png create mode 100644 scripts/plot_GEMM_benchmark.ipynb diff --git a/CMakeLists.txt b/CMakeLists.txt index 1d7b05d..7ef7aa5 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -27,7 +27,7 @@ message(STATUS "Build Type: ${CMAKE_BUILD_TYPE}") # ============================================================= # Extra build options # ============================================================= -option(SAVE_JITS_TO_FILE "Saves the jitted kernels into a file if activated." 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