ci: add debug build to sanitizer build matrix (#527 )

Fix undefined variables in debug build, remove unused variables (#531 )
Add support for linux/arm64 platform during Docker Builds (#514 )
2026-04-23 16:37:33 +03:00 · 2023-03-26 15:48:40 +00:00 · 2023-03-26 15:34:02 +00:00 · 2023-03-26 14:48:42 +00:00 · 2023-03-26 16:14:01 +03:00 · 2023-03-26 16:06:10 +03:00
8 changed files with 151 additions and 48 deletions
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -64,6 +64,42 @@ jobs:
          cd build
          ctest --output-on-failure

+  ubuntu-latest-cmake-sanitizer:
+    runs-on: ubuntu-latest
+
+    continue-on-error: true
+
+    strategy:
+      matrix:
+        sanitizer: [ADDRESS, THREAD, UNDEFINED]
+        build_type: [Debug, Release]
+        accelerate: [ON, OFF]
+
+    steps:
+      - name: Clone
+        id: checkout
+        uses: actions/checkout@v1
+
+      - name: Dependencies
+        id: depends
+        run: |
+          sudo apt-get update
+          sudo apt-get install build-essential
+
+      - name: Build
+        id: cmake_build
+        run: |
+          mkdir build
+          cd build
+          cmake .. -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} -DLLAMA_ACCELERATE=${{ matrix.accelerate }}
+          cmake --build . --config ${{ matrix.build_type }}
+
+      - name: Test
+        id: cmake_test
+        run: |
+          cd build
+          ctest --output-on-failure
+
  macOS-latest-make:
    runs-on: macos-latest

@@ -112,6 +148,16 @@ jobs:
  windows-latest-cmake:
    runs-on: windows-latest

+    strategy:
+      matrix:
+        include:
+         - build: 'avx2'
+           defines: ''
+         - build: 'avx'
+           defines: '-DLLAMA_AVX2=OFF'
+         - build: 'avx512'
+           defines: '-DLLAMA_AVX512=ON'
+
    steps:
      - name: Clone
        id: checkout
@@ -122,11 +168,21 @@ jobs:
        run: |
          mkdir build
          cd build
-          cmake ..
+          cmake .. ${{ matrix.defines }}
          cmake --build . --config Release

+      - name: Check AVX512F support
+        id: check_avx512f
+        if: ${{ matrix.build == 'avx512' }}
+        continue-on-error: true
+        run: |
+          cd build
+          Set-Content -Path .\avx512f.exe -Value ([Convert]::FromBase64String('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')) -AsByteStream
+          .\avx512f.exe && echo " AVX512F: YES" && ( echo HAS_AVX512F=1 >> $env:GITHUB_ENV ) || echo " AVX512F: NO"
+
      - name: Test
        id: cmake_test
+        if: ${{ matrix.build != 'avx512' || env.HAS_AVX512F == '1' }} # Test AVX-512 only when possible
        run: |
          cd build
          ctest -C Release --output-on-failure
@@ -140,12 +196,39 @@ jobs:
        id: pack_artifacts
        if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
        run: |
-          7z a llama-${{ env.BRANCH_NAME }}-${{ steps.commit.outputs.short }}-bin-win-x64.zip .\build\bin\Release\*
+          7z a llama-${{ env.BRANCH_NAME }}-${{ steps.commit.outputs.short }}-bin-win-${{ matrix.build }}-x64.zip .\build\bin\Release\*
+
+      - name: Upload artifacts
+        if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
+        uses: actions/upload-artifact@v3
+        with:
+          path: |
+            llama-${{ env.BRANCH_NAME }}-${{ steps.commit.outputs.short }}-bin-win-${{ matrix.build }}-x64.zip
+
+  release:
+    if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
+
+    runs-on: ubuntu-latest
+
+    needs:
+      - ubuntu-latest-make
+      - ubuntu-latest-cmake
+      - macOS-latest-make
+      - macOS-latest-cmake
+      - windows-latest-cmake
+
+    steps:
+      - name: Download artifacts
+        id: download-artifact
+        uses: actions/download-artifact@v3
+
+      - name: Get commit hash
+        id: commit
+        uses: pr-mpt/actions-commit-hash@v2

      - name: Create release
        id: create_release
-        if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
-        uses: zendesk/action-create-release@v1
+        uses: anzz1/action-create-release@v1
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        with:
@@ -153,15 +236,25 @@ jobs:

      - name: Upload release
        id: upload_release
-        if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        uses: actions/github-script@v3
        with:
-          upload_url: ${{ steps.create_release.outputs.upload_url }} 
-          asset_path: .\llama-${{ env.BRANCH_NAME }}-${{ steps.commit.outputs.short }}-bin-win-x64.zip
-          asset_name: llama-${{ env.BRANCH_NAME }}-${{ steps.commit.outputs.short }}-bin-win-x64.zip
-          asset_content_type: application/octet-stream
+          github-token: ${{secrets.GITHUB_TOKEN}}
+          script: |
+            const path = require('path');
+            const fs = require('fs');
+            const release_id = '${{ steps.create_release.outputs.id }}';
+            for (let file of await fs.readdirSync('./artifact')) {
+              if (path.extname(file) === '.zip') {
+                console.log('uploadReleaseAsset', file);
+                await github.repos.uploadReleaseAsset({
+                  owner: context.repo.owner,
+                  repo: context.repo.repo,
+                  release_id: release_id,
+                  name: file,
+                  data: await fs.readFileSync(`./artifact/${file}`)
+                });
+              }
+            }

 #  ubuntu-latest-gcc:
 #    runs-on: ubuntu-latest
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -49,6 +49,7 @@ jobs:
        with:
          context: .
          push: true
+          platforms: linux/amd64,linux/arm64
          tags: "ghcr.io/ggerganov/llama.cpp:${{ matrix.config.tag }}-${{ env.COMMIT_SHA }}"
          file: ${{ matrix.config.dockerfile }}

@@ -57,5 +58,6 @@ jobs:
        with:
          context: .
          push: ${{ github.event_name == 'push' }}
+          platforms: linux/amd64,linux/arm64
          tags: "ghcr.io/ggerganov/llama.cpp:${{ matrix.config.tag }}"
          file: ${{ matrix.config.dockerfile }}
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -54,6 +54,7 @@ option(LLAMA_SANITIZE_UNDEFINED     "llama: enable undefined sanitizer"
 # instruction set specific
 option(LLAMA_AVX                    "llama: enable AVX"                                     ON)
 option(LLAMA_AVX2                   "llama: enable AVX2"                                    ON)
+option(LLAMA_AVX512                 "llama: enable AVX512"                                  OFF)
 option(LLAMA_FMA                    "llama: enable FMA"                                     ON)

 # 3rd party libs
@@ -75,14 +76,17 @@ find_package(Threads REQUIRED)
 if (NOT MSVC)
    if (LLAMA_SANITIZE_THREAD)
        add_compile_options(-fsanitize=thread)
+        link_libraries(-fsanitize=thread)
    endif()

    if (LLAMA_SANITIZE_ADDRESS)
        add_compile_options(-fsanitize=address -fno-omit-frame-pointer)
+        link_libraries(-fsanitize=address)
    endif()

    if (LLAMA_SANITIZE_UNDEFINED)
        add_compile_options(-fsanitize=undefined)
+        link_libraries(-fsanitize=undefined)
    endif()
 endif()

@@ -185,7 +189,9 @@ if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES
 elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$")
    message(STATUS "x86 detected")
    if (MSVC)
-        if (LLAMA_AVX2)
+        if (LLAMA_AVX512)
+            add_compile_options(/arch:AVX512)
+        elseif (LLAMA_AVX2)
            add_compile_options(/arch:AVX2)
        elseif (LLAMA_AVX)
            add_compile_options(/arch:AVX)
@@ -201,6 +207,12 @@ elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$")
        if (LLAMA_AVX2)
            add_compile_options(-mavx2)
        endif()
+        if (LLAMA_AVX512)
+            add_compile_options(-mavx512f)
+            # add_compile_options(-mavx512cd)
+            # add_compile_options(-mavx512dq)
+            # add_compile_options(-mavx512bw)
+        endif()
    endif()
 else()
    # TODO: support PowerPC
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # llama.cpp

+![llama](https://user-images.githubusercontent.com/1991296/227761327-6d83e30e-2200-41a6-bfbb-f575231c54f4.png)
+
 [![Actions Status](https://github.com/ggerganov/llama.cpp/workflows/CI/badge.svg)](https://github.com/ggerganov/llama.cpp/actions)
 [![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://opensource.org/licenses/MIT)

@@ -246,7 +248,7 @@ cadaver, cauliflower, cabbage (vegetable), catalpa (tree) and Cailleach.
    
 ### Perplexity (Measuring model quality)

-You can pass `--perplexity` as a command line option to measure perplexity over the given prompt.  For more background,
+You can use the `perplexity` example to measure perplexity over the given prompt.  For more background,
 see https://huggingface.co/docs/transformers/perplexity.  However, in general, lower perplexity is better for LLMs.

 #### Latest measurements
@@ -269,10 +271,10 @@ Perplexity - model options
 #### How to run

 1. Download/extract: https://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-2-raw-v1.zip?ref=salesforce-research
-2. Run `./main --perplexity -m models/7B/ggml-model-q4_0.bin -f wiki.test.raw`
+2. Run `./perplexity -m models/7B/ggml-model-q4_0.bin -f wiki.test.raw`
 3. Output:
 ```
-Calculating perplexity over 655 chunks
+perplexity : calculating perplexity over 655 chunks
 24.43 seconds per pass - ETA 4.45 hours
 [1]4.5970,[2]5.1807,[3]6.0382,...
 ```
--- a/convert-pth-to-ggml.py
+++ b/convert-pth-to-ggml.py
@@ -161,7 +161,7 @@ def main():

    for p in range(n_parts):

-        print(f"Processing part {p}\n")
+        print(f"Processing part {p+1} of {n_parts}\n")

        fname_model = f"{dir_model}/consolidated.0{p}.pth"
        fname_out = f"{dir_model}/ggml-model-{ftype_str[ftype]}.bin{'' if p == 0 else '.' + str(p)}"
--- a/examples/main/main.cpp
+++ b/examples/main/main.cpp
@@ -450,7 +450,10 @@ int main(int argc, char ** argv) {
                std::string line;
                bool another_line = true;
                do {
-                    std::getline(std::cin, line);
+                    if (!std::getline(std::cin, line)) {
+                        // input stream is bad or EOF received
+                        return 0;
+                    }
                    if (line.empty() || line.back() != '\\') {
                        another_line = false;
                    } else {
@@ -490,7 +493,7 @@ int main(int argc, char ** argv) {
        }

        // In interactive mode, respect the maximum number of tokens and drop back to user input when reached.
-        if (params.interactive && n_remain <= 0) {
+        if (params.interactive && n_remain <= 0 && params.n_predict != -1) {
            n_remain = params.n_predict;
            is_interacting = true;
        }
--- a/examples/perplexity/perplexity.cpp
+++ b/examples/perplexity/perplexity.cpp
@@ -19,7 +19,7 @@ std::vector<double> softmax(const std::vector<float>& logits) {

 void perplexity(llama_context * ctx, const gpt_params & params) {
    // Download: https://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-2-raw-v1.zip?ref=salesforce-research
-    // Run `./main --perplexity -m models/7B/ggml-model-q4_0.bin -f wiki.test.raw`
+    // Run `./perplexity -m models/7B/ggml-model-q4_0.bin -f wiki.test.raw`
    // Output: `perplexity: 13.5106 [114/114]`
    auto tokens = ::llama_tokenize(ctx, params.prompt, true);

--- a/ggml.c
+++ b/ggml.c
@@ -1698,8 +1698,6 @@ inline static void ggml_vec_dot_q4_0(const int n, float * restrict s, const void
    // Horizontal sum of all lanes of the accumulator
    sumf = _mm512_reduce_add_ps( acc0 ) + _mm512_reduce_add_ps( acc1 );
 #elif defined(__AVX2__)
-    const size_t countBlocks = nb;
-
    // Initialize accumulator with zeros
    __m256 acc = _mm256_setzero_ps();

@@ -5806,23 +5804,28 @@ static void ggml_compute_forward_mul_mat_f32(
    const int ne02 = src0->ne[2];
    const int ne03 = src0->ne[3];

+#if defined(GGML_USE_ACCELERATE) || defined(GGML_USE_OPENBLAS)
    const int ne10 = src1->ne[0];
+#endif
    const int ne11 = src1->ne[1];
-    //const int ne12 = src1->ne[2];
-    //const int ne13 = src1->ne[3];
+#ifndef NDEBUG
+    const int ne12 = src1->ne[2];
+    const int ne13 = src1->ne[3];

-    //const int ne0  = dst->ne[0];
-    //const int ne1  = dst->ne[1];
-    //const int ne2  = dst->ne[2];
-    //const int ne3  = dst->ne[3];
-    //const int ne   = ne0*ne1*ne2*ne3;
+    const int ne0  = dst->ne[0];
+    const int ne1  = dst->ne[1];
+    const int ne2  = dst->ne[2];
+    const int ne3  = dst->ne[3];

-    //const int nb00 = src0->nb[0];
+    const int nb00 = src0->nb[0];
+#endif
    const int nb01 = src0->nb[1];
    const int nb02 = src0->nb[2];
    const int nb03 = src0->nb[3];

+#ifndef NDEBUG
    const int nb10 = src1->nb[0];
+#endif
    const int nb11 = src1->nb[1];
    const int nb12 = src1->nb[2];
    const int nb13 = src1->nb[3];
@@ -5840,8 +5843,9 @@ static void ggml_compute_forward_mul_mat_f32(
    assert(ne2  == ne12);
    assert(ne3  == ne13);

-    // TODO: we don't support permuted src0
+    // we don't support permuted src0 or src1
    assert(nb00 == sizeof(float));
+    assert(nb10 == sizeof(float));

    // dst cannot be transposed or permuted
    assert(nb0 == sizeof(float));
@@ -5859,8 +5863,6 @@ static void ggml_compute_forward_mul_mat_f32(

 #if defined(GGML_USE_ACCELERATE) || defined(GGML_USE_OPENBLAS)
    if (ggml_compute_forward_mul_mat_use_blas(src0, src1, dst)) {
-        GGML_ASSERT(nb10 == sizeof(float));
-
        if (params->ith != 0) {
            return;
        }
@@ -5903,9 +5905,6 @@ static void ggml_compute_forward_mul_mat_f32(
        return;
    }

-    // TODO: do not support transposed src1
-    assert(nb10 == sizeof(float));
-
    // parallelize by src0 rows using ggml_vec_dot_f32

    // total rows in src0
@@ -6169,7 +6168,6 @@ static void ggml_compute_forward_mul_mat_q4_0_f32(
    const int ne1  = dst->ne[1];
    const int ne2  = dst->ne[2];
    const int ne3  = dst->ne[3];
-    //const int ne   = ne0*ne1*ne2*ne3;

    const int nb00 = src0->nb[0];
    const int nb01 = src0->nb[1];
@@ -6194,8 +6192,9 @@ static void ggml_compute_forward_mul_mat_q4_0_f32(
    GGML_ASSERT(ne2  == ne12);
    GGML_ASSERT(ne3  == ne13);

-    // TODO: we don't support permuted src0
+    // we don't support permuted src0 or src1
    GGML_ASSERT(nb00 == (int) GGML_TYPE_SIZE[GGML_TYPE_Q4_0]);
+    GGML_ASSERT(nb10 == sizeof(float));

    // dst cannot be transposed or permuted
    GGML_ASSERT(nb0 == sizeof(float));
@@ -6213,8 +6212,6 @@ static void ggml_compute_forward_mul_mat_q4_0_f32(

 #if defined(GGML_USE_ACCELERATE) || defined(GGML_USE_OPENBLAS)
    if (ggml_compute_forward_mul_mat_use_blas(src0, src1, dst)) {
-        GGML_ASSERT(nb10 == sizeof(float));
-
        if (params->ith != 0) {
            return;
        }
@@ -6278,8 +6275,6 @@ static void ggml_compute_forward_mul_mat_q4_0_f32(
        return;
    }

-    // TODO: do not support transposed src1
-
    // parallelize by src0 rows using ggml_vec_dot_q4_0

    // total rows in src0
@@ -6354,7 +6349,6 @@ static void ggml_compute_forward_mul_mat_q4_1_f32(
    const int ne1  = dst->ne[1];
    const int ne2  = dst->ne[2];
    const int ne3  = dst->ne[3];
-    //const int ne   = ne0*ne1*ne2*ne3;

    const int nb00 = src0->nb[0];
    const int nb01 = src0->nb[1];
@@ -6379,8 +6373,9 @@ static void ggml_compute_forward_mul_mat_q4_1_f32(
    GGML_ASSERT(ne2  == ne12);
    GGML_ASSERT(ne3  == ne13);

-    // TODO: we don't support permuted src0
+    // we don't support permuted src0 or src1
    GGML_ASSERT(nb00 == (int) GGML_TYPE_SIZE[GGML_TYPE_Q4_1]);
+    GGML_ASSERT(nb10 == sizeof(float));

    // dst cannot be transposed or permuted
    GGML_ASSERT(nb0 == sizeof(float));
@@ -6398,8 +6393,6 @@ static void ggml_compute_forward_mul_mat_q4_1_f32(

 #if defined(GGML_USE_ACCELERATE) || defined(GGML_USE_OPENBLAS)
    if (ggml_compute_forward_mul_mat_use_blas(src0, src1, dst)) {
-        GGML_ASSERT(nb10 == sizeof(float));
-
        if (params->ith != 0) {
            return;
        }
@@ -6466,8 +6459,6 @@ static void ggml_compute_forward_mul_mat_q4_1_f32(
        return;
    }

-    // TODO: do not support transposed src1
-
    // parallelize by src0 rows using ggml_vec_dot_q4_1

    // total rows in src0
Author	SHA1	Message	Date
Erik Scholz	34c1072e49	ci: add debug build to sanitizer build matrix (#527 )	2023-03-26 15:48:40 +00:00
Stephan Walter	939ad2d3a5	Fix undefined variables in debug build, remove unused variables (#531 )	2023-03-26 15:34:02 +00:00
Juan Calderon-Perez	8c2ec5e21d	Add support for linux/arm64 platform during Docker Builds (#514 ) * Add support for linux/arm64 platform * Add platform to versioned builds	2023-03-26 14:48:42 +00:00
Stephan Walter	b391579db9	Update README and comments for standalone perplexity tool (#525 )	2023-03-26 16:14:01 +03:00
anzz1	7a87d31f4f	[main] fix infinite generation (-n == -1) (#523 )	2023-03-26 16:06:10 +03:00
Georgi Gerganov	348d6926ee	Add logo to README.md	2023-03-26 10:20:49 +03:00
Harald Fernengel	33e35b8fe8	Exit from interactive mode if input stream is bad (#491 ) Allow exiting the interactive prompt also with CTRL-D on Unix and CTRL-Z on Windows.	2023-03-26 08:25:46 +03:00
anzz1	19726169b3	CI: Run other sanitizer builds even if one fails (#511 ) applies only to sanitizer builds so they wont be cancelled	2023-03-26 00:13:28 +02:00
jp-x-g	f732695cd5	Clarify console output in convert-pth-to-ggml.py (#512 ) "Processing part 1 of 3" instead of "Processing part 0"	2023-03-25 23:53:55 +02:00
anzz1	2f7bf7dd7c	CMake / CI additions (#497 ) * CMake: Add AVX512 option * CI: Add AVX/AVX512 builds (Windows) (AVX512 tests can only be run when the worker happens to support it, building works anyway) * CMake: Fix sanitizer linkage ( merged #468 ) * CI: Add sanitizer builds (Ubuntu) * CI: Fix release tagging (change @zendesk/action-create-release to @anzz1/action-create-release until upstream PR Added commitish as input zendesk/action-create-release#32 is merged)	2023-03-25 23:38:11 +02:00