Update opendbc_repo

2026-11-07 16:23:42 +08:00 · 2026-11-07 02:34:17 -05:00
12 changed files with 38 additions and 479 deletions
@@ -34,11 +34,6 @@ on:
        required: false
        type: string
        default: 'qcom'
-      on_device:
-        description: 'Compile on the tici / chestnut runner instead of on a hosted runner with tinygrad''s qcom / amd mock'
-        required: false
-        type: boolean
-        default: false
      hf_repo:
        description: 'Hugging Face dataset repository (e.g. sunnypilot/sunnypilot_models_v1)'
        required: false
@@ -112,11 +107,6 @@ on:
        options:
          - qcom
          - chestnut
-      on_device:
-        description: 'Compile on the tici / chestnut runner instead of on a hosted runner with tinygrad''s qcom / amd mock'
-        required: false
-        type: boolean
-        default: false
      hf_repo:
        description: 'Hugging Face dataset repository'
        required: false
@@ -140,7 +130,6 @@ jobs:
      is_20hz: ${{ inputs.is_20hz }}
      artifact_suffix: ${{ inputs.artifact_suffix }}
      target_hardware: ${{ inputs.target_hardware }}
-      on_device: ${{ inputs.on_device || false }}
    secrets: inherit

  publish_model:
@@ -1,61 +0,0 @@
-name: Chestnut mock build parity
-description: >-
-  Convert one commaai precompiled chestnut model (LS2) on this runner under tinygrad's amd mock, as a hosted chestnut build does, and require the
-  exact bytes the chestnut runner built (the published artifact). Needs setup-amd-mock, numpy and zstandard; tinygrad_repo checked out.
-runs:
-  using: composite
-  steps:
-    - name: Key this check by everything its result depends on
-      id: key
-      shell: bash
-      env:
-        SOURCES: ${{ hashFiles('tinygrad_repo/tinygrad/**/*.py', 'tinygrad_repo/test/mockgpu/**', 'openpilot/sunnypilot/modeld_v2/*.py', '.github/workflows/chestnut-build-parity/action.yml') }}
-      run: echo "key=chestnut-build-parity-$SOURCES-$(sha256sum "$LLVM_PATH" | cut -c1-16)-$(python3 -c 'import platform; print(platform.python_version())')" >> "$GITHUB_OUTPUT"
-
-    - name: Passed before with all of it identical?
-      id: passed
-      uses: actions/cache/restore@v4
-      with:
-        path: ~/.chestnut_build_parity.passed
-        key: ${{ steps.key.outputs.key }}
-
-    - name: Rebuild LS2 on the mock and require the chestnut runner's artifact byte for byte
-      if: steps.passed.outputs.cache-hit != 'true'
-      shell: bash
-      env:
-        REF: b92fc4828664f8767bce5e92f1630ed319cbe509  # commaai/openpilot: precompiled big_driving_tinygrad.pkl, pins tinygrad ec91b74b5b
-        PKL_OID: b4dead3ee091d66ab002a6b8e716c26f4f79e3c931e4be5f48e017ba92f6e960
-        PKL_SIZE: "767228907"
-        TG_SHA: ec91b74b5b6b0fc924b72d3f27689679ca2438b9
-        WANT: 680a8d629785f2b1d1a2b0e40d0dfbcd0f7291c21e20c51259f1d768a22ec217  # driving_light_speed_2_november_04_2026_tinygrad.pkl, recompiled46
-      run: |
-        set -euo pipefail
-        work="$RUNNER_TEMP/chestnut_parity" && rm -rf "$work" && mkdir -p "$work"
-        href=$(curl -fsSL --retry 3 -X POST -H "Accept: application/vnd.git-lfs+json" -H "Content-Type: application/vnd.git-lfs+json" \
-          https://huggingface.co/commaai/openpilot-lfs.git/info/lfs/objects/batch \
-          -d "{\"operation\":\"download\",\"transfer\":[\"basic\"],\"objects\":[{\"oid\":\"$PKL_OID\",\"size\":$PKL_SIZE}]}" | jq -r '.objects[0].actions.download.href')
-        curl -fsSL --retry 3 -o "$work/big_driving_tinygrad.pkl" "$href"
-        echo "$PKL_OID  $work/big_driving_tinygrad.pkl" | sha256sum -c -
-        tg="$work/tinygrad" && git init -q "$tg" && git -C "$tg" fetch -q --depth 1 https://github.com/tinygrad/tinygrad "$TG_SHA" && git -C "$tg" checkout -q FETCH_HEAD
-        CHECK_OOB=0 GMMU=0 PYTHONPATH="$GITHUB_WORKSPACE/tinygrad_repo" python3 tinygrad_repo/test/mockgpu/usb_server.py \
-          env DEV=USB+AMD PYTHONPATH="$tg:$GITHUB_WORKSPACE" python3 openpilot/sunnypilot/modeld_v2/convert_upstream_pkl.py "$work/big_driving_tinygrad.pkl" "$work/LS2.pkl"
-        got=$(sha256sum "$work/LS2.pkl" | cut -d' ' -f1)
-        if [ "$got" != "$WANT" ]; then
-          echo "::error::the mock's LS2 build ($got) is not the chestnut runner's ($WANT): this runner's LLVM or the mock no longer builds what the chestnut does"
-          exit 1
-        fi
-        echo "LS2 rebuilt on the mock: byte-identical to the chestnut runner's build"
-        touch ~/.chestnut_build_parity.passed
-
-    - name: Remember the pass
-      if: steps.passed.outputs.cache-hit != 'true'
-      uses: actions/cache/save@v4
-      with:
-        path: ~/.chestnut_build_parity.passed
-        key: ${{ steps.key.outputs.key }}
-
-    - name: Already passed
-      if: steps.passed.outputs.cache-hit == 'true'
-      shell: bash
-      run: |
-        echo "LS2 rebuild skipped: it already matched the chestnut runner's build with this exact mock, converter, LLVM and python"
@@ -1,60 +0,0 @@
-name: Set up tinygrad's amd mock
-description: LLVM 20 and ROCm comgr, as tinygrad_repo/.github/actions/setup-tinygrad installs them for the mock gpu
-inputs:
-  emu_cache:
-    description: >-
-      Keep tinygrad's cache db (the emulator's compiled kernels and gate results) between runs under this name, e.g. the model's file name.
-      Empty: no cache.
-    default: ''
-runs:
-  using: composite
-  steps:
-    - name: Install LLVM 20 and ROCm comgr
-      shell: bash
-      run: |
-        . /etc/os-release
-        curl -fsSL https://apt.llvm.org/llvm-snapshot.gpg.key | sudo tee /etc/apt/trusted.gpg.d/apt.llvm.org.asc > /dev/null
-        echo "deb http://apt.llvm.org/$VERSION_CODENAME/ llvm-toolchain-$VERSION_CODENAME-20 main" | sudo tee /etc/apt/sources.list.d/llvm.list
-        sudo mkdir -p /etc/apt/keyrings
-        curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/7.1 $VERSION_CODENAME main" | sudo tee /etc/apt/sources.list.d/rocm.list
-        printf 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600\n' | sudo tee /etc/apt/preferences.d/rocm-pin-600
-        sudo apt-get -qq update && sudo apt-get -qq install -y --no-install-recommends libllvm20 clang-20 lld-20 comgr
-        printf '/opt/rocm/lib\n/opt/rocm/lib64\n' | sudo tee /etc/ld.so.conf.d/rocm.conf && sudo ldconfig
-        echo "/usr/lib/llvm-20/bin" >> "$GITHUB_PATH"
-        llvm=$(ls /usr/lib/llvm-20/lib/libLLVM*.so* /usr/lib/*-linux-gnu/libLLVM-20.so* 2>/dev/null | head -1 || true)
-        [ -n "$llvm" ] || { echo "::error::libLLVM 20 not found"; exit 1; }
-        echo "LLVM_PATH=$llvm" >> "$GITHUB_ENV"
-
-    - name: Cache the chestnut's firmware
-      uses: actions/cache@v4
-      with:
-        path: ~/.cache/tinygrad/downloads/fw
-        key: chestnut-fw-${{ hashFiles('tinygrad_repo/tinygrad/runtime/autogen/am/fw.py') }}
-
-    - name: Fetch the chestnut's firmware (gitlab times out now and then; the mock boots from it)
-      shell: bash
-      run: |
-        for i in 1 2 3 4 5; do
-          PYTHONPATH="$GITHUB_WORKSPACE/tinygrad_repo" python3 -c "
-        from tinygrad.helpers import fetch_fw
-        from tinygrad.runtime.autogen.am import fw
-        for n, h in fw.hashes.items():
-          if n.startswith(('psp_14_0_2_', 'smu_14_0_2.', 'sdma_7_0_0.', 'gc_12_0_0_')): fetch_fw('amdgpu', n, h)" && exit 0
-          sleep $((i * 10))
-        done
-        echo "::error::could not fetch the chestnut's firmware from gitlab"; exit 1
-
-    - name: runner cpu
-      if: inputs.emu_cache != ''
-      id: cpu
-      shell: bash
-      run: echo "cpu=$( (grep -m1 '^model name' /proc/cpuinfo; grep -m1 '^flags' /proc/cpuinfo) | sha256sum | cut -c1-16)" >> "$GITHUB_OUTPUT"
-
-    - name: Keep the emulator's compiled kernels between runs
-      if: inputs.emu_cache != ''
-      uses: actions/cache@v4
-      with:
-        path: ~/.cache/tinygrad/cache.db
-        key: emu-${{ steps.cpu.outputs.cpu }}-${{ hashFiles('tinygrad_repo/tinygrad/**/*.py', 'tinygrad_repo/test/mockgpu/**') }}-${{ inputs.emu_cache }}
-        restore-keys: emu-${{ steps.cpu.outputs.cpu }}-${{ hashFiles('tinygrad_repo/tinygrad/**/*.py', 'tinygrad_repo/test/mockgpu/**') }}-
@@ -35,11 +35,6 @@ on:
        required: false
        type: string
        default: 'qcom'
-      on_device:
-        description: 'Compile on the tici / chestnut runner instead of on a hosted runner with tinygrad''s qcom / amd mock'
-        required: false
-        type: boolean
-        default: false
  workflow_dispatch:
    inputs:
      upstream_branch:
@@ -64,11 +59,6 @@ on:
          - qcom
          - chestnut
        default: 'qcom'
-      on_device:
-        description: 'Compile on the tici / chestnut runner instead of on a hosted runner with tinygrad''s qcom / amd mock'
-        required: false
-        type: boolean
-        default: false


 run-name: Build model [${{ inputs.custom_name || inputs.upstream_branch }}] from ref [${{ inputs.upstream_branch }}]
@@ -163,67 +153,18 @@ jobs:
          if-no-files-found: error

  build_model:
-    runs-on: ${{ inputs.on_device && fromJSON(inputs.target_hardware == 'chestnut' && '["self-hosted","chestnut"]' || '["self-hosted","tici"]') || 'ubuntu-24.04' }}
+    runs-on: [self-hosted, "${{ inputs.target_hardware == 'chestnut' && 'chestnut' || 'tici' }}"]
    needs: get_model
    env:
      MODEL_NAME: ${{ inputs.custom_name || inputs.upstream_branch }} (${{ needs.get_model.outputs.model_date }})
      REF: ${{ inputs.upstream_branch }}
-      MOCK_BUILD: ${{ !inputs.on_device }}
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 1
          submodules: recursive

-      - name: Set up the hosted mock build
-        if: env.MOCK_BUILD == 'true'
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.12'
-
-      - name: Install LLVM 20 and ROCm comgr for the amd mock
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware == 'chestnut'
-        uses: ./.github/workflows/setup-amd-mock
-        with:
-          emu_cache: build
-
-      - name: Install the amd mock build dependencies
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware == 'chestnut'
-        run: |
-          python3 -m pip install -q numpy zstandard
-
-      - name: Install the qcom mock build dependencies
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware != 'chestnut'
-        id: qcom_deps
-        run: |
-          sudo apt-get -qq update && sudo apt-get -qq install -y --no-install-recommends qemu-user-static aria2
-          python3 -m pip install -q numpy zstandard tinymesa==25.2.7.2
-          echo "qemu=$(dpkg-query -W -f='${Version}' qemu-user-static)" >> "$GITHUB_OUTPUT"
-
-      - name: Compiler check passed before with all of it identical?
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware != 'chestnut'
-        id: qcom_compiler
-        uses: actions/cache/restore@v4
-        with:
-          path: ~/.qcom_compiler_parity.passed
-          key: qcom-compiler-parity-${{ steps.qcom_deps.outputs.qemu }}-${{ hashFiles('tinygrad_repo/test/device/qcom/compiler_parity.py', 'tinygrad_repo/test/mockgpu/qcom/a630_compiled.pkl.xz', 'tinygrad_repo/tinygrad/runtime/support/compiler_qcom.py') }}
-
-      - name: Check the off-device qcom compiler builds the a630's bytes
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware != 'chestnut' && steps.qcom_compiler.outputs.cache-hit != 'true'
-        run: |
-          # every kernel an a630 has compiled must compile to the same bytes here before a model is built here
-          PYTHONPATH="$TINYGRAD_PATH" python3 "$TINYGRAD_PATH/test/device/qcom/compiler_parity.py" check "$TINYGRAD_PATH/test/mockgpu/qcom/a630_compiled.pkl.xz"
-          touch ~/.qcom_compiler_parity.passed
-
-      - name: Remember the compiler check passed
-        if: env.MOCK_BUILD == 'true' && inputs.target_hardware != 'chestnut' && steps.qcom_compiler.outputs.cache-hit != 'true'
-        uses: actions/cache/save@v4
-        with:
-          path: ~/.qcom_compiler_parity.passed
-          key: ${{ steps.qcom_compiler.outputs.cache-primary-key }}
-
      - name: Set environment variables
-        if: env.MOCK_BUILD != 'true'
        id: set-env
        run: |
          # Set up common environment
@@ -236,7 +177,6 @@ jobs:
          printenv >> $GITHUB_ENV

      - name: Setup build environment
-        if: env.MOCK_BUILD != 'true'
        run: |
          mkdir -p "${BUILD_DIR}/"
          sudo find $BUILD_DIR/ -mindepth 1 -delete
@@ -258,28 +198,21 @@ jobs:

      - name: Build Model
        run: |
-          if [ "$MOCK_BUILD" = "true" ]; then
-            TASKSET=""
-            export CHECK_OOB=0 GMMU=0  # as test/mockgpu runs the amd mock
-          else
-            source /etc/profile
-            export UV_PROJECT_ENVIRONMENT=${HOME}/venv
-            export VIRTUAL_ENV=$UV_PROJECT_ENVIRONMENT
-            source ${UV_PROJECT_ENVIRONMENT}/bin/activate
-            TASKSET="taskset -c 7"
-          fi
+          source /etc/profile
+          export UV_PROJECT_ENVIRONMENT=${HOME}/venv
+          export VIRTUAL_ENV=$UV_PROJECT_ENVIRONMENT
+          source ${UV_PROJECT_ENVIRONMENT}/bin/activate
          export PYTHONPATH="${PYTHONPATH}:${{ env.TINYGRAD_PATH }}:${{ github.workspace }}"

          COMPILE_MODELD="${{ github.workspace }}/openpilot/sunnypilot/modeld_v2/compile_modeld.py"
          MODEL_SIZE=$(python3 -c "from openpilot.common.transformations.model import MEDMODEL_INPUT_SIZE as s; print(f'{s[0]}x{s[1]}')")
          CAMERA_RES=$(python3 -c "from openpilot.common.transformations.camera import _ar_ox_fisheye as a, _os_fisheye as o; print(f'{a.width}x{a.height} {o.width}x{o.height}')")

-          MOCK=$([ "$MOCK_BUILD" = "true" ] && echo MOCK || true)
-          TG_FLAGS_QCOM="DEV=${MOCK:+MOCK+}QCOM IMAGE=1 FLOAT16=1 NOLOCALS=1 OPENPILOT_HACKS=1"
+          TG_FLAGS_QCOM="DEV=QCOM IMAGE=1 FLOAT16=1 NOLOCALS=1 OPENPILOT_HACKS=1"
          if [ "${{ inputs.target_hardware }}" == "chestnut" ]; then
            echo "CHESTNUT build"
            export CHESTNUT=1
-            TG_FLAGS="DEBUG=1 DEV=${MOCK}USB+AMD:LLVM FRAME_DEV=CPU FLOAT16=1 GMMU=0 TC_OPT=2 TC_MIN_GLOBALS=32"
+            TG_FLAGS="DEBUG=1 DEV=USB+AMD:LLVM FRAME_DEV=CPU FLOAT16=1 GMMU=0 TC_OPT=2 TC_MIN_GLOBALS=32"
            OUTPUT_PKL="${{ env.MODELS_DIR }}/big_driving_tinygrad.pkl"
          else
            echo "QCOM build"
@@ -294,16 +227,14 @@ jobs:
            echo "Converting commaai's precompiled model with tinygrad $TG_SHA"
            UPSTREAM_TG="${{ runner.temp }}/upstream_tinygrad"
            rm -rf "$UPSTREAM_TG" && git init -q "$UPSTREAM_TG" && git -C "$UPSTREAM_TG" fetch -q --depth 1 "$TG_URL" "$TG_SHA" && git -C "$UPSTREAM_TG" checkout -q FETCH_HEAD
-            ON_MOCK=""
-            if [ "$MOCK_BUILD" = "true" ]; then ON_MOCK="env PYTHONPATH=$TINYGRAD_PATH python3 $TINYGRAD_PATH/test/mockgpu/usb_server.py"; fi
            CONVERTED="${{ runner.temp }}/big_driving_tinygrad_plain.pkl"
-            $ON_MOCK env DEV=USB+AMD PYTHONPATH="$UPSTREAM_TG:${{ github.workspace }}" $TASKSET python3 openpilot/sunnypilot/modeld_v2/convert_upstream_pkl.py \
+            env DEV=USB+AMD PYTHONPATH="$UPSTREAM_TG:${{ github.workspace }}" taskset -c 7 python3 openpilot/sunnypilot/modeld_v2/convert_upstream_pkl.py \
              "${{ env.MODELS_DIR }}/big_driving_tinygrad.pkl" "$CONVERTED"
            mv "$CONVERTED" "$OUTPUT_PKL"
          elif NEW_ARCH_ONNX=$(find "${{ env.MODELS_DIR }}" -maxdepth 1 -name "${{ inputs.target_hardware == 'chestnut' && 'big_' || '' }}*driving*.onnx" -print -quit) &&
               [ -n "$NEW_ARCH_ONNX" ] && grep -qa new_img "$NEW_ARCH_ONNX"; then # the new architecture: one ONNX taking the warped frames as new_img
            echo "Compiling new architecture ONNX: $NEW_ARCH_ONNX"
-            env ${TG_FLAGS} $TASKSET python3 openpilot/sunnypilot/modeld_v2/compile_modeld_v2.py \
+            env ${TG_FLAGS} taskset -c 7 python3 openpilot/sunnypilot/modeld_v2/compile_modeld_v2.py \
              "$NEW_ARCH_ONNX" "$OUTPUT_PKL" --device-input "*" --benchmark-runs 1
          else
            echo "Detected onnx architecture. Routing to native compile_modeld.py."
@@ -353,7 +284,7 @@ jobs:

            if [ -n "$MODEL_TYPE" ]; then
              echo "Detected: $MODEL_TYPE -> $OUTPUT_PKL"
-              env ${TG_FLAGS} $TASKSET python3 "$COMPILE_MODELD" \
+              env ${TG_FLAGS} taskset -c 7 python3 "$COMPILE_MODELD" \
                --model-type $MODEL_TYPE \
                --model-size $MODEL_SIZE \
                --camera-resolutions $CAMERA_RES \
@@ -362,13 +293,6 @@ jobs:
            fi
          fi

-      - name: Replay its check frame on the mock and require the result bit for bit
-        if: env.MOCK_BUILD == 'true'
-        env:
-          DEV: ${{ inputs.target_hardware == 'chestnut' && 'MOCKUSB+AMD' || 'MOCK+QCOM' }}
-          PYTHONPATH: ${{ env.TINYGRAD_PATH }}:${{ github.workspace }}
-        run: python3 -m openpilot.sunnypilot.modeld_v2.mock_parity check "${{ env.MODELS_DIR }}/${{ inputs.target_hardware == 'chestnut' && 'big_' || '' }}driving_tinygrad.pkl"
-
      - name: Prepare Output
        run: |
          sudo rm -rf ${{ env.OUTPUT_DIR }}
@@ -380,7 +304,7 @@ jobs:
            --include='/${{ inputs.target_hardware == 'chestnut' && 'big_' || '' }}driving_tinygrad.pkl' \
            --exclude='*' \
            --delete-excluded \
-            $([ "$MOCK_BUILD" = "true" ] || echo --chown=comma:comma) \
+            --chown=comma:comma \
            ${{ env.MODELS_DIR }}/ ${{ env.OUTPUT_DIR }}/

          python3 "${{ github.workspace }}/release/ci/model_generator.py" \
@@ -409,7 +333,7 @@ jobs:
          path: ${{ env.OUTPUT_DIR }}/artifact_name.txt

      - name: Re-enable powersave
-        if: always() && env.MOCK_BUILD != 'true'
+        if: always()
        run: |
          source ${UV_PROJECT_ENVIRONMENT}/bin/activate
          PYTHONPATH=$PYTHONPATH:${{ github.workspace }}/ ${{ github.workspace }}/scripts/manage-powersave.py --enable
@@ -28,7 +28,18 @@ jobs:
        env:
          DEV: CPU
        run: tools/op.sh test -v openpilot/sunnypilot/modeld_v2/tests/test_plain_artifact.py
-      - uses: ./.github/workflows/setup-amd-mock
+      - name: Install LLVM 20 and ROCm comgr for the amd mock, as tinygrad_repo/.github/actions/setup-tinygrad does
+        run: |
+          . /etc/os-release
+          curl -fsSL https://apt.llvm.org/llvm-snapshot.gpg.key | sudo tee /etc/apt/trusted.gpg.d/apt.llvm.org.asc > /dev/null
+          echo "deb http://apt.llvm.org/$VERSION_CODENAME/ llvm-toolchain-$VERSION_CODENAME-20 main" | sudo tee /etc/apt/sources.list.d/llvm.list
+          sudo mkdir -p /etc/apt/keyrings
+          curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
+          echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/7.1 $VERSION_CODENAME main" | sudo tee /etc/apt/sources.list.d/rocm.list
+          printf 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600\n' | sudo tee /etc/apt/preferences.d/rocm-pin-600
+          sudo apt-get -qq update && sudo apt-get -qq install -y --no-install-recommends libllvm20 clang-20 lld-20 comgr
+          printf '/opt/rocm/lib\n/opt/rocm/lib64\n' | sudo tee /etc/ld.so.conf.d/rocm.conf && sudo ldconfig
+          echo "/usr/lib/llvm-20/bin" >> "$GITHUB_PATH"
      - name: Convert a pickled USB+AMD jit and replay it under tinygrad's amd mock
        env:
          DEV: MOCKUSB+AMD
@@ -69,8 +80,6 @@ jobs:
    runs-on: ubuntu-latest
    outputs:
      models: ${{ steps.set-matrix.outputs.models }}
-      chestnut: ${{ steps.set-matrix.outputs.chestnut }}
-      qcom: ${{ steps.set-matrix.outputs.qcom }}
    steps:
      - uses: actions/checkout@v4
      - name: Fetch and Parse json
@@ -82,22 +91,16 @@ jobs:
          with open("openpilot/sunnypilot/models/fetcher.py", "r") as f:
            urls = re.findall(r"MODEL_URL(?:_CHESTNUT)?\s*=\s*[\"'"'"']([^\"'"'"']+)[\"'"'"']", f.read())

-          artifacts, chestnut, qcom = [], [], []
+          artifacts = []
          for url in urls:
            data = json.loads(urllib.request.urlopen(url).read())
            for bundle in data.get("bundles", []):
              for model in bundle.get("models", []):
                if "artifact" in model:
                  artifacts.append(model["artifact"])
-                  if "chestnut" in url:
-                    chestnut.append(model["artifact"])
-                  elif "tinygrad" in model["artifact"]["file_name"]:
-                    qcom.append(model["artifact"])

          with open(os.environ["GITHUB_OUTPUT"], "a") as f:
            f.write(f"models={json.dumps(artifacts)}\n")
-            f.write(f"chestnut={json.dumps(chestnut)}\n")
-            f.write(f"qcom={json.dumps(qcom)}\n")
          '

  test-model:
@@ -134,81 +137,3 @@ jobs:
          export PYTHONPATH="$GITHUB_WORKSPACE/tinygrad_repo:$GITHUB_WORKSPACE:$PYTHONPATH"
          python3 -m pip uninstall -y tinygrad || uv pip uninstall -y tinygrad --system || true
          python3 -m pytest openpilot/sunnypilot/modeld_v2/tests/test_models.py
-
-  chestnut-mock-parity:
-    name: Mock parity ${{ matrix.artifact.file_name }}
-    needs: generate-matrix
-    runs-on: ubuntu-24.04
-    strategy:
-      fail-fast: false
-      matrix:
-        artifact: ${{ fromJson(needs.generate-matrix.outputs.chestnut) }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: true
-      - uses: ./.github/workflows/setup-amd-mock
-        with:
-          emu_cache: ${{ matrix.artifact.file_name }}
-      - run: python3 -m pip install -q numpy
-      - name: Download model
-        env:
-          HF_TOKEN: ${{ secrets.HF_TOKEN }}
-          MODEL_URL: ${{ matrix.artifact.download_uri.url }}
-          MODEL_SHA: ${{ matrix.artifact.download_uri.sha256 }}
-        shell: bash
-        run: |
-          AUTH=()
-          if [ -n "$HF_TOKEN" ]; then AUTH=(-H "Authorization: Bearer $HF_TOKEN"); fi
-          curl --retry 3 --retry-all-errors -s -S -f -L "${AUTH[@]}" -o "$RUNNER_TEMP/model.pkl" "$MODEL_URL"
-          if [ -n "$MODEL_SHA" ]; then echo "$MODEL_SHA  $RUNNER_TEMP/model.pkl" | sha256sum -c -; fi
-      - name: Replay its check frame on the amd mock and require the chestnut's result bit for bit
-        env:
-          PYTHONPATH: ${{ github.workspace }}/tinygrad_repo:${{ github.workspace }}
-        run: python3 -m openpilot.sunnypilot.modeld_v2.mock_parity check "$RUNNER_TEMP/model.pkl"
-
-  qcom-mock-parity:
-    name: QCOM mock parity ${{ matrix.artifact.file_name }}
-    needs: generate-matrix
-    runs-on: ubuntu-24.04
-    strategy:
-      fail-fast: false
-      matrix:
-        artifact: ${{ fromJson(needs.generate-matrix.outputs.qcom) }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: true
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.12'
-      - run: python3 -m pip install -q numpy tinymesa==25.2.7.2
-      - name: Download model
-        env:
-          HF_TOKEN: ${{ secrets.HF_TOKEN }}
-          MODEL_URL: ${{ matrix.artifact.download_uri.url }}
-          MODEL_SHA: ${{ matrix.artifact.download_uri.sha256 }}
-        shell: bash
-        run: |
-          AUTH=()
-          if [ -n "$HF_TOKEN" ]; then AUTH=(-H "Authorization: Bearer $HF_TOKEN"); fi
-          curl --retry 3 --retry-all-errors -s -S -f -L "${AUTH[@]}" -o "$RUNNER_TEMP/model.pkl" "$MODEL_URL"
-          if [ -n "$MODEL_SHA" ]; then echo "$MODEL_SHA  $RUNNER_TEMP/model.pkl" | sha256sum -c -; fi
-      - name: Replay its check frame on the qcom mock and require the comma device's result bit for bit
-        env:
-          DEV: MOCK+QCOM
-          PYTHONPATH: ${{ github.workspace }}/tinygrad_repo:${{ github.workspace }}
-        run: python3 -m openpilot.sunnypilot.modeld_v2.mock_parity check "$RUNNER_TEMP/model.pkl"
-
-  chestnut-mock-build-parity:
-    name: Chestnut build on the amd mock = chestnut runner build
-    runs-on: ubuntu-24.04
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: true
-      - uses: ./.github/workflows/setup-amd-mock
-        with:
-          emu_cache: chestnut-build-parity
-      - run: python3 -m pip install -q numpy zstandard
-      - uses: ./.github/workflows/chestnut-build-parity
@@ -371,7 +371,7 @@ def _compile_warp_resolution_worker(cam_w, cam_h, model_w, model_h, benchmark_ru


 if __name__ == "__main__":
-  if ('USB' in os.getenv('DEV', '') or os.getenv('CHESTNUT')) and not os.getenv('DEV', '').startswith('MOCK'):
+  if 'USB' in os.getenv('DEV', '') or os.getenv('CHESTNUT'):
    from openpilot.system.hardware.chestnut.flash import link_up
    for _ in range(10):
      if link_up():
@@ -10,7 +10,6 @@ import dataclasses
 import inspect
 import itertools
 import mmap
-import os
 import re
 import struct
 import tempfile
@@ -195,8 +194,7 @@ def convert(jit, kwargs: dict, frame: dict, target) -> tuple[dict, memoryview]:
        base, at, nbytes = _address(argument_words[slot])
        args.append({"buffer": buffers.setdefault(base, len(buffers)), "offset": at, "nbytes": nbytes or base.max_numel() * base.dtype.itemsize, "dtype": u8})
    outs, ins = kernel[6]
-    device_target = dataclasses.asdict(dataclasses.replace(target, interface=target.interface.removeprefix("MOCK")))
-    calls.append({"kind": "program", "name": re.sub(r"\x1b\[[0-9;]*m", "", kernel[1]), "lib": programs[image_alloc], "target": device_target,
+    calls.append({"kind": "program", "name": re.sub(r"\x1b\[[0-9;]*m", "", kernel[1]), "lib": programs[image_alloc], "target": dataclasses.asdict(target),
                  "signature": [[f"data{i}", i, u8, [a.get("nbytes", 1)]] for i, a in enumerate(args)], "global_size": grid, "local_size": local,
                  "globals": list(range(len(args))), "outs": list(outs), "ins": list(ins), "args": args})
    needs_init |= {args[i]["buffer"] for i in ins if "buffer" in args[i] and args[i]["buffer"] not in written}
@@ -237,16 +235,14 @@ def main():
  frame, _ = capture_frame(artifact["run"], kwargs, "output_buffers")
  part = convert(artifact["run"], kwargs, frame, Device[Device.DEFAULT].renderer.target)

-  if not os.getenv("MOCKUSB_SOCKET"):
-    plain = PlainJit(*part)
-    replay = {path[0]: Tensor(array, device=device).realize() for path, array, device in frame["inputs"] if len(path) == 1}
-    replay["output_buffers"] = {path[1]: Tensor(array, device=device).realize() for path, array, device in frame["inputs"] if len(path) == 2}
-    flatten(plain(**replay))
-    for index, (got, expected) in enumerate(zip([t.numpy() for t in replay["output_buffers"].values()], frame["outputs"], strict=True)):
-      assert np.array_equal(got, expected), f"output {index} of the plain artifact differs from the pickle"
+  plain = PlainJit(*part)  # replays the frame, within tolerance
+  replay = {path[0]: Tensor(array, device=device).realize() for path, array, device in frame["inputs"] if len(path) == 1}
+  replay["output_buffers"] = {path[1]: Tensor(array, device=device).realize() for path, array, device in frame["inputs"] if len(path) == 2}
+  flatten(plain(**replay))
+  for index, (got, expected) in enumerate(zip([t.numpy() for t in replay["output_buffers"].values()], frame["outputs"], strict=True)):
+    assert np.array_equal(got, expected), f"output {index} of the plain artifact differs from the pickle"
  write_bundle(args.output, {"run": part}, {key: artifact[key] for key in ("metadata", "input_specs", "output_specs")})
-  checked = "left to mock_parity" if os.getenv("MOCKUSB_SOCKET") else "bit-exact with the pickle"
-  print(f"converted {len(part[0]['calls'])} kernels, {checked}: {args.output}")
+  print(f"converted {len(part[0]['calls'])} kernels, bit-exact with the pickle: {args.output}")


 if __name__ == "__main__":
@@ -1,153 +0,0 @@
-import json
-import os
-import shutil
-import struct
-import sys
-import tempfile
-import time
-
-os.environ.setdefault("DEV", "MOCKUSB+AMD")
-QCOM = "QCOM" in os.environ["DEV"]
-ON_MOCK = os.environ["DEV"].startswith("MOCK")
-ARCH, HARDWARE = ("a630", "comma 3x/4 (a630)") if QCOM else ("gfx1200", "chestnut")
-os.environ.setdefault("CHECK_OOB", "0")
-os.environ.setdefault("GMMU", "0")
-if sys.platform == "darwin" and os.environ["DEV"].startswith("MOCKUSB"):  # the mock's VRAM is a memfd, which macOS lacks: an unlinked file is the same
-  from tinygrad.runtime.autogen import libc
-
-  def _memfd_create(name, flags):
-    fd, path = tempfile.mkstemp()
-    os.unlink(path)
-    return fd
-  libc.memfd_create = _memfd_create
-
-import numpy as np
-
-from openpilot.sunnypilot.modeld_v2.helpers import ALIGNMENT, MAGIC, PlainJit, _device, read_parts
-
-
-class ParityError(RuntimeError):
-  pass
-
-
-def _emulator():
-  try:
-    if QCOM:
-      from test.mockgpu.qcom import emu
-    else:
-      from test.mockgpu.amd import emu
-  except ImportError as e:
-    raise ParityError(f"tinygrad's {'qcom' if QCOM else 'amd'} mock is not importable: put tinygrad_repo on PYTHONPATH") from e
-  if not hasattr(emu, "hw_unverified"):
-    raise ParityError(f"this tinygrad's emulator has no {ARCH} rounding model, its check frames would not match a {HARDWARE}")
-  return emu
-
-
-def unverified(header: dict, blob: memoryview) -> dict[str, int]:
-  emu, out = _emulator(), {}
-  for call in header["calls"]:
-    if call["kind"] != "program":
-      continue
-    if (arch := call["target"].get("arch", "")).split(",")[0] != ARCH:  # IMAGE builds append ",IMAGE_PITCH_ALIGNMENT=64"
-      out[f"arch={arch}"] = out.get(f"arch={arch}", 0) + 1
-      continue
-    for sig, n in emu.hw_unverified(bytes(blob[slice(*call["lib"])])).items():
-      out[sig] = out.get(sig, 0) + n
-  return out
-
-
-def _array(blob: memoryview, stored: dict) -> np.ndarray:
-  return np.frombuffer(blob[slice(*stored["data"])], dtype=np.dtype(stored["dtype"])).reshape(stored["shape"]).copy()
-
-
-def replay(header: dict, blob: memoryview, shared: dict) -> list[np.ndarray]:
-  from tinygrad import Tensor
-  check = header["check"]
-  jit = PlainJit(header, blob, None, verify=False, shared=shared)
-  kwargs: dict = {}
-  for path, stored, device in check["inputs"]:
-    tensor = Tensor(_array(blob, stored), device=_device(device, None)).realize()
-    kwargs[path[0]] = tensor if len(path) == 1 else {**kwargs.get(path[0], {}), path[1]: tensor}
-  result = jit(**kwargs)
-  outputs = kwargs[check["output_container"]].values() if check["output_container"] else result
-  return [t.numpy() for t in (outputs if isinstance(outputs, (list, tuple)) or check["output_container"] else [outputs])]
-
-
-def _parts_with_offsets(path: str) -> tuple[dict, dict]:
-  parts, _ = read_parts(path)
-  with open(path, "rb") as f:
-    head = f.read(len(MAGIC) + 8)
-    start = len(MAGIC) + 8 + struct.unpack_from("<Q", head, len(MAGIC))[0]
-    f.seek(len(MAGIC) + 8)
-    entries = json.loads(f.read(start - len(MAGIC) - 8))["parts"]
-  base = start + -start % ALIGNMENT
-  offsets = {tuple(e["key"]) if isinstance(e["key"], list) else e["key"]: base + e["blob"][0] for e in entries}
-  return parts, offsets
-
-
-def _gate(parts: dict) -> None:
-  missing: dict[str, int] = {}
-  for header, blob in parts.values():
-    if "check" not in header:
-      raise ParityError("artifact has no check frame")
-    for sig, n in unverified(header, blob).items():
-      missing[sig] = missing.get(sig, 0) + n
-  if missing:
-    raise ParityError(f"kernels use instructions the emulator is not verified against a {HARDWARE} for: " +
-                      ", ".join(f"{s} ({n}x)" for s, n in sorted(missing.items(), key=lambda kv: -kv[1])))
-
-
-def check(path: str) -> None:
-  parts, _ = read_parts(path)
-  if ON_MOCK:
-    _gate(parts)
-  shared: dict = {}
-  for key, (header, blob) in parts.items():
-    got = replay(header, blob, shared)
-    for i, (g, stored) in enumerate(zip(got, header["check"]["outputs"], strict=True)):
-      want = _array(blob, stored)
-      if g.shape != want.shape or not np.array_equal(g.view(np.uint8), want.view(np.uint8)):
-        n = int(np.count_nonzero(g != want)) if g.shape == want.shape else -1
-        where = "mock" if ON_MOCK else "device"
-        raise ParityError(f"part {key} output {i}: the {where}'s check frame differs from the stored one in {n} of {want.size} values")
-
-
-def record(path: str, out: str) -> None:
-  parts, offsets = _parts_with_offsets(path)
-  _gate(parts)
-  shared, writes = {}, []
-  for key, (header, blob) in parts.items():
-    for g, stored in zip(replay(header, blob, shared), header["check"]["outputs"], strict=True):
-      want = np.dtype(stored["dtype"])
-      if tuple(g.shape) != tuple(stored["shape"]) or g.dtype != want:
-        raise ParityError(f"part {key}: replayed output {g.dtype}{g.shape} does not fit the stored {want}{tuple(stored['shape'])}")
-      writes.append((offsets[key] + stored["data"][0], np.ascontiguousarray(g).tobytes()))
-  shutil.copyfile(path, out)
-  with open(out, "r+b") as f:
-    for offset, data in writes:
-      f.seek(offset)
-      f.write(data)
-
-
-def main(argv: list[str]) -> int:
-  if len(argv) < 2 or argv[0] not in ("check", "record") or (argv[0] == "record" and len(argv) != 3):
-    print("usage: mock_parity check ARTIFACT... | record ARTIFACT OUT", file=sys.stderr)
-    return 2
-  try:
-    if argv[0] == "record":
-      st = time.perf_counter()
-      record(argv[1], argv[2])
-      print(f"{argv[2]}: check frame recorded on the mock in {time.perf_counter() - st:.0f}s")
-      return 0
-    for path in argv[1:]:
-      st = time.perf_counter()
-      check(path)
-      print(f"{os.path.basename(path)}: bit-identical to its {HARDWARE} check frame on the {'mock' if ON_MOCK else 'device'} ({time.perf_counter() - st:.0f}s)")
-    return 0
-  except ParityError as e:
-    print(f"PARITY FAIL: {e}", file=sys.stderr)
-    return 1
-
-
-if __name__ == "__main__":
-  sys.exit(main(sys.argv[1:]))
@@ -80,8 +80,7 @@ def serialize_jit(jit, kernel_linear, check: dict | None = None) -> tuple[dict,
    if ast.op is Ops.PROGRAM:
      elf, info = ast.to_elf(), ast.arg
      global_size, local_size = info.launch_dims({})
-      device_target = dataclasses.asdict(dataclasses.replace(elf.target, interface=elf.target.interface.removeprefix("MOCK")))
-      calls.append({"kind": "program", "name": elf.name, "lib": blob.add(bytes(elf.lib)), "target": device_target,
+      calls.append({"kind": "program", "name": elf.name, "lib": blob.add(bytes(elf.lib)), "target": dataclasses.asdict(elf.target),
                    "signature": kernel_signature(ast, elf),
                    "global_size": [int(x) for x in global_size], "local_size": [int(x) for x in local_size],
                    "globals": list(info.globals), "outs": list(info.outs), "ins": list(info.ins), "args": arguments})
@@ -17,4 +17,4 @@ class TestRegistryModels(unittest.TestCase):
      self.skipTest("MODEL_BASE_NAME env var not set, skipping integration test.")
    bundle = load_model(os.path.join(os.environ.get("MODEL_DIR", "/tmp/models"), base_name), {"QCOM": "CPU", "AMD": "CPU"}, verify=False, cache=False)
    jits = [value for value in bundle.values() if isinstance(value, PlainJit)]
-    assert "metadata" in bundle and jits and all(len(jit.captured._linear.src) > 0 for jit in jits)
+    assert "metadata" in bundle and jits and all(len(jit.captured.linear.src) > 0 for jit in jits)