mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-01-09 15:08:02 -05:00
639 lines
28 KiB
YAML
639 lines
28 KiB
YAML
name: Unit Tests
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env:
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# increment this when downloads substantially change to avoid the internet
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DOWNLOAD_CACHE_VERSION: '9'
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CAPTURE_PROCESS_REPLAY: 1
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GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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on:
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push:
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branches:
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- master
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pull_request:
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workflow_dispatch:
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jobs:
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llvmspeed:
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name: LLVM Speed
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runs-on: ubuntu-24.04
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timeout-minutes: 20
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: llvm-speed
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deps: testing_minimal
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llvm: 'true'
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- name: External Benchmark Schedule
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run: PYTHONPATH="." python3 test/external/external_benchmark_schedule.py
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- name: Speed Test
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run: LLVM=1 LLVMOPT=1 python3 test/test_speed_v_torch.py
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- name: Speed Test (BEAM=2)
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run: BEAM=2 LLVM=1 LLVMOPT=1 python3 test/test_speed_v_torch.py
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docs:
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name: Docs
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runs-on: ubuntu-22.04
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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deps: docs
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pydeps: "capstone"
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- name: Use as an external package
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run: |
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mkdir $HOME/test_external_dir
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cd $HOME/test_external_dir
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python -m venv venv
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source venv/bin/activate
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pip install $GITHUB_WORKSPACE
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python -c "from tinygrad.tensor import Tensor; print(Tensor([1,2,3,4,5]))"
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# Test using VIZ=1 after package installation
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VIZ=1 python -c "from tinygrad.tensor import Tensor; Tensor([1,2,3,4,5]).realize()" & VIZ_PID=$!
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echo "started VIZ server at: $(ps -p "$VIZ_PID" -o pid=)"
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i=0; while ((i++ < 10)); do curl -sSf localhost:8000 > /dev/null && break || { echo "VIZ verification attempt $i/10"; sleep 1; }; done; ((i > 10)) && echo "Could not verify VIZ server" && exit 1
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kill $VIZ_PID
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pip install mypy
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mypy -c "from tinygrad.tensor import Tensor; print(Tensor([1,2,3,4,5]))"
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- name: Run beautiful_mnist with tinygrad only
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run: |
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mkdir $GITHUB_WORKSPACE/test_dir
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cd $GITHUB_WORKSPACE/test_dir
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python -m venv venv
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source venv/bin/activate
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pip install $GITHUB_WORKSPACE
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cp $GITHUB_WORKSPACE/examples/beautiful_mnist.py .
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PYTHONPATH=$GITHUB_WORKSPACE BS=2 STEPS=10 python beautiful_mnist.py
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- name: Test Docs Build
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run: python -m mkdocs build --strict
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- name: Test Docs
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run: |
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python docs/abstractions2.py
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python docs/abstractions3.py
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- name: Test Quickstart
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run: awk '/```python/{flag=1;next}/```/{flag=0}flag' docs/quickstart.md > quickstart.py && PYTHONPATH=. python quickstart.py
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- name: Test DEBUG
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run: DEBUG=100 python3 -c "from tinygrad import Tensor; N = 1024; a, b = Tensor.rand(N, N), Tensor.rand(N, N); c = (a.reshape(N, 1, N) * b.T.reshape(1, N, N)).sum(axis=2); print((c.numpy() - (a.numpy() @ b.numpy())).mean())"
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- name: Compile EfficientNet to C and test it
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run: |
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CPU=1 PYTHONPATH="." python examples/compile_efficientnet.py > recognize.c
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clang -O2 recognize.c -lm -o recognize
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cat test/models/efficientnet/Chicken.jpg | ./recognize | grep cock
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autogen:
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name: Autogen
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runs-on: ubuntu-22.04
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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opencl: 'true'
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amd: 'true'
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cuda: 'true'
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webgpu: 'true'
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llvm: 'true'
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- name: Verify OpenCL autogen
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run: |
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cp tinygrad/runtime/autogen/opencl.py /tmp/opencl.py.bak
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./autogen_stubs.sh opencl
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diff /tmp/opencl.py.bak tinygrad/runtime/autogen/opencl.py
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- name: Verify CUDA autogen
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run: |
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cp tinygrad/runtime/autogen/cuda.py /tmp/cuda.py.bak
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cp tinygrad/runtime/autogen/nv_gpu.py /tmp/nv_gpu.py.bak
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./autogen_stubs.sh cuda
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./autogen_stubs.sh nv
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diff /tmp/cuda.py.bak tinygrad/runtime/autogen/cuda.py
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diff /tmp/nv_gpu.py.bak tinygrad/runtime/autogen/nv_gpu.py
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- name: Verify AMD autogen
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run: |
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cp tinygrad/runtime/autogen/hsa.py /tmp/hsa.py.bak
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cp tinygrad/runtime/autogen/comgr.py /tmp/comgr.py.bak
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cp tinygrad/runtime/autogen/amd_gpu.py /tmp/amd_gpu.py.bak
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./autogen_stubs.sh hsa
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./autogen_stubs.sh comgr
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./autogen_stubs.sh amd
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diff /tmp/hsa.py.bak tinygrad/runtime/autogen/hsa.py
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diff /tmp/comgr.py.bak tinygrad/runtime/autogen/comgr.py
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diff /tmp/amd_gpu.py.bak tinygrad/runtime/autogen/amd_gpu.py
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- name: Verify Linux autogen
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run: |
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cp tinygrad/runtime/autogen/libc.py /tmp/libc.py.bak
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cp tinygrad/runtime/autogen/io_uring.py /tmp/io_uring.py.bak
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./autogen_stubs.sh libc
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./autogen_stubs.sh io_uring
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diff /tmp/libc.py.bak tinygrad/runtime/autogen/libc.py
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diff /tmp/io_uring.py.bak tinygrad/runtime/autogen/io_uring.py
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- name: Verify WebGPU autogen
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run: |
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cp tinygrad/runtime/autogen/webgpu.py /tmp/webgpu.py.bak
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./autogen_stubs.sh webgpu
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diff /tmp/webgpu.py.bak tinygrad/runtime/autogen/webgpu.py
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- name: Verify LLVM autogen
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run: |
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cp tinygrad/runtime/autogen/llvm.py /tmp/llvm.py.bak
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./autogen_stubs.sh llvm
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diff /tmp/llvm.py.bak tinygrad/runtime/autogen/llvm.py
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tc:
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name: Tensor Core tests
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runs-on: ubuntu-latest
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: uops-minimal
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deps: testing_minimal
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- name: Test IMAGE=2 support
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run: |
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IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
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IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_simple_conv2d
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- name: Test emulated METAL tensor cores
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run: |
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DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_big_gemm
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PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_padded
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- name: Test emulated AMX tensor cores
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run: PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
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- name: Test emulated AMD tensor cores
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run: |
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_padded
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- name: Test emulated CUDA tensor cores
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run: |
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DEBUG=2 EMULATE_CUDA=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16
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DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
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DEBUG=2 EMULATE_CUDA_SM75=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16
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PYTHONPATH="." DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_padded
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- name: Test emulated INTEL OpenCL tensor cores
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run: DEBUG=2 EMULATE_INTEL=1 FORWARD_ONLY=1 PYTHON=1 HALF=1 N=64 python3 ./extra/gemm/simple_matmul.py
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- name: Full test tensor cores
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run: |
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PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores
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PYTHONPATH=. DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores
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PYTHONPATH=. DEBUG=2 EMULATE_INTEL=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores
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PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores
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- name: Test tensor cores (TC=3)
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run: |
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TC=3 DEBUG=3 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
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TC=3 PYTHONPATH=. DEBUG=3 EMULATE_AMD=1 PYTHON=1 N=16 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py
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TC=3 DEBUG=3 EMULATE_CUDA=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16
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TC=3 PYTHONPATH=. DEBUG=3 EMULATE_INTEL=1 PYTHON=1 N=16 HALF=1 python3 ./extra/gemm/simple_matmul.py
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TC=3 PYTHONPATH=. DEBUG=3 AMX=1 EMULATE_AMX=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
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- name: Test device flop counts
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run: |
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PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
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PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
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PYTHONPATH=. DEBUG=2 EMULATE_CUDA=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
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PYTHONPATH=. DEBUG=2 EMULATE_INTEL=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
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PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStats.test_simple_matmul
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bepython:
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name: Python Backend
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runs-on: ubuntu-latest
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: be-minimal
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deps: testing_minimal
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- name: Test dtype with Python emulator
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run: DEBUG=1 PYTHONPATH=. PYTHON=1 python3 -m pytest -n=auto test/test_dtype.py test/test_dtype_alu.py
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- name: Test ops with Python emulator
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run: DEBUG=2 PYTHON=1 python3 -m pytest -n=auto test/test_ops.py -k "not (test_split or test_simple_cumsum or test_cumsum or test_einsum or test_dot or test_dot_1d or test_big_gemm or test_broadcastdot or test_multidot or test_var_axis or test_std_axis or test_broadcast_full or test_broadcast_partial or test_simple_conv3d or test_dilated_conv_transpose2d or test_simple_conv_transpose3d or test_large_input_conv2d or test_max_pool2d or test_max_pool2d_simple or test_max_pool2d_bigger_stride or test_avg_pool2d or test_cat or test_scaled_product_attention or test_scaled_product_attention_causal or test_slice_fancy_indexing_dim_inject_none or test_slice_fancy_indexing_list_indices or test_slice_fancy_indexing_no_dim_collapse or test_slice_fancy_indexing_tuple_indices or test_slice_fancy_indexing_list_with_tensors or test_slice_fancy_indexing_dim_collapse_int or test_interpolate_bilinear or test_interpolate_bilinear_corners_aligned or test_scaled_dot_product_attention or test_cummax)" --durations=20
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- name: Test uops with Python emulator
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run: PYTHON=1 python3 -m pytest test/test_uops.py --durations=20
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- name: Test symbolic with Python emulator
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run: PYTHONPATH=. PYTHON=1 python3 test/test_symbolic_ops.py
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- name: test_linearizer_failures with Python emulator
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run: PYTHONPATH=. PYTHON=1 python3 -m pytest -rA test/test_linearizer_failures.py::TestLinearizerFailures::test_failure_1
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linter:
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name: Linters
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runs-on: ubuntu-latest
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timeout-minutes: 10
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# TODO: run the pre-commit hook to replace a lot of this
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: linting-only
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python-version: '3.10'
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deps: linting
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- name: Lint bad-indentation and trailing-whitespace with pylint
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run: python -m pylint --disable=all -e W0311 -e C0303 --jobs=0 --indent-string=' ' --recursive=y .
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- name: Lint with ruff
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run: |
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pip3 install --upgrade --force-reinstall ruff
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python3 -m ruff check .
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- name: Lint tinygrad with pylint
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run: python -m pylint tinygrad/
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- name: Run mypy
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run: python -m mypy --strict-equality --lineprecision-report . && cat lineprecision.txt
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unittest:
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name: Unit Tests
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runs-on: ubuntu-latest
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: unittest-12
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deps: testing_unit
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- name: Test README
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run: awk '/```python/{flag=1;next}/```/{flag=0}flag' README.md > README.py && PYTHONPATH=. python README.py
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- name: Run unit tests
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run: PYTHONPATH="." python -m pytest -n=auto test/unit/
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- name: Repo line count < 11300 lines
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run: MAX_LINE_COUNT=11300 python sz.py
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fuzzing:
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name: Fuzzing
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runs-on: ubuntu-latest
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: fuzzing-minimal
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deps: testing_minimal
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- name: Fuzz Test symbolic
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run: python test/external/fuzz_symbolic.py
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- name: Fuzz Test shapetracker
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run: |
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PYTHONPATH="." python test/external/fuzz_shapetracker.py
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PYTHONPATH="." python test/external/fuzz_shapetracker_math.py
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testgpuimage:
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name: 'GPU IMAGE Tests'
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runs-on: ubuntu-20.04
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: gpu-image
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deps: testing_minimal
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opencl: 'true'
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- name: Run Kernel Count Test
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run: PYTHONPATH="." GPU=1 python -m pytest -n=auto test/external/external_test_opt.py
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- name: Test WINO=1
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run: GPU=1 DEBUG=2 WINO=1 python3 test/test_ops.py TestOps.test_simple_conv2d
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- name: Test GPU IMAGE=2 ops + training
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run: |
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PYTHONPATH="." GPU=1 IMAGE=2 python -m pytest -n=auto test/test_ops.py --durations=20
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PYTHONPATH="." GPU=1 IMAGE=2 python3 test/models/test_end2end.py TestEnd2End.test_linear_mnist
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- name: Run process replay tests
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uses: ./.github/actions/process-replay
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testopenpilot:
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name: 'openpilot Compile Tests'
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runs-on: ubuntu-20.04
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timeout-minutes: 10
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
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- name: Setup Environment
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uses: ./.github/actions/setup-tinygrad
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with:
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key: openpilot-compile
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deps: testing
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opencl: 'true'
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- name: Test openpilot model kernel count and gate usage
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run: |
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PYTHONPATH="." ALLOWED_KERNEL_COUNT=209 ALLOWED_READ_IMAGE=2105 ALLOWED_GATED_READ_IMAGE=29 FLOAT16=0 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.9.4/selfdrive/modeld/models/supercombo.onnx
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- name: Test openpilot alt model correctness (float32)
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run: PYTHONPATH="." FLOAT16=0 DEBUGCL=1 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/3799fe46b3a629e491d4b8498b8ae83e4c88c304/selfdrive/modeld/models/supercombo.onnx
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- name: Test openpilot fastvits model correctness (float32)
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run: PYTHONPATH="." FLOAT16=0 DEBUGCL=1 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/9118973ed03c1ae1d40cf69a29507ec2cc78efd7/selfdrive/modeld/models/supercombo.onnx
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- name: Run process replay tests
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uses: ./.github/actions/process-replay
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testopencl:
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name: 'ONNX+Optimization Tests'
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runs-on: ubuntu-22.04
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timeout-minutes: 20
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steps:
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- name: Checkout Code
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uses: actions/checkout@v4
|
|
- name: Setup Environment
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|
uses: ./.github/actions/setup-tinygrad
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with:
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key: onnxoptl
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deps: testing,testing_tf
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python-version: '3.11'
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opencl: 'true'
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llvm: 'true'
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- name: Test ONNX (GPU)
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run: GPU=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
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|
- name: Test ONNX (CPU)
|
|
run: CPU=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
|
|
- name: Test ONNX (LLVM)
|
|
run: LLVM=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
|
|
- name: Run CLOUD=1 Test
|
|
run: |
|
|
CLOUDDEV=CPU CLOUD=1 python3 test/test_tiny.py
|
|
CLOUDDEV=GPU CLOUD=1 python3 test/test_tiny.py
|
|
CLOUDDEV=GPU IMAGE=2 CLOUD=1 python3 test/test_tiny.py
|
|
- name: Test Optimization Helpers
|
|
run: PYTHONPATH="." DEBUG=1 python3 extra/optimization/test_helpers.py
|
|
- name: Test Action Space
|
|
run: PYTHONPATH="." DEBUG=1 GPU=1 python3 extra/optimization/get_action_space.py
|
|
- name: Test Beam Search
|
|
run: PYTHONPATH="." GPU=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py
|
|
- name: Test MLPerf stuff
|
|
run: GPU=1 python -m pytest -n=auto test/external/external_test_optim.py test/external/external_test_losses.py test/external/external_test_metrics.py test/external/external_test_datasets.py --durations=20
|
|
- name: Run handcode_opt
|
|
run: PYTHONPATH=. MODEL=resnet GPU=1 DEBUG=1 BS=4 HALF=0 python3 examples/handcode_opt.py
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
testmodels:
|
|
name: Models (llvm+cpu+gpu)
|
|
runs-on: ubuntu-22.04
|
|
timeout-minutes: 10
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: models
|
|
deps: testing
|
|
opencl: 'true'
|
|
llvm: 'true'
|
|
- name: Test models (llvm)
|
|
run: LLVM=1 python -m pytest -n=auto test/models --durations=20
|
|
- name: Test models (gpu)
|
|
run: GPU=1 python -m pytest -n=auto test/models --durations=20
|
|
- name: Test models (cpu)
|
|
run: CPU=1 python -m pytest -n=auto test/models --durations=20
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
testdsp:
|
|
name: Linux (DSP)
|
|
runs-on: ubuntu-24.04
|
|
timeout-minutes: 10
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: dsp-minimal
|
|
deps: testing_minimal
|
|
pydeps: "onnx==1.16.0 onnxruntime"
|
|
llvm: "true"
|
|
- name: Set up Docker Buildx
|
|
uses: docker/setup-buildx-action@v3
|
|
- name: Build QEMU Docker with cache
|
|
uses: docker/build-push-action@v4
|
|
with:
|
|
file: extra/dsp/Dockerfile
|
|
push: false
|
|
load: true
|
|
tags: qemu-hexagon:latest
|
|
cache-from: type=gha
|
|
cache-to: type=gha,mode=min
|
|
- name: Run test_tiny on DSP
|
|
run: DEBUG=2 DSP=1 python test/test_tiny.py
|
|
- name: Test quantize onnx
|
|
run: PYTHONPATH="." DEBUG=2 DSP=1 python3 test/test_quantize_onnx.py
|
|
- name: Test LLVM=1 DEVECTORIZE=0
|
|
run: LLVM=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py -k "not test_avg_pool3d_failure"
|
|
- name: Test CPU=1 DEVECTORIZE=0
|
|
run: CPU=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py -k "not test_avg_pool3d_failure"
|
|
|
|
testwebgpu:
|
|
name: Linux (WebGPU)
|
|
runs-on: ubuntu-22.04
|
|
timeout-minutes: 20
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: webgpu-minimal
|
|
deps: testing_minimal
|
|
python-version: '3.11'
|
|
webgpu: 'true'
|
|
- name: Check Device.DEFAULT (WEBGPU) and print some source
|
|
run: |
|
|
WEBGPU=1 python -c "from tinygrad import Device; assert Device.DEFAULT == 'WEBGPU', Device.DEFAULT"
|
|
WEBGPU=1 DEBUG=4 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
|
|
- name: Run selected webgpu tests
|
|
run: |
|
|
WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Vulkan" python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit \
|
|
--ignore=test/test_copy_speed.py --ignore=test/test_rearrange_einops.py \
|
|
--ignore=test/test_fuzz_shape_ops.py --ignore=test/test_linearizer_failures.py --durations=20
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
tests:
|
|
strategy:
|
|
fail-fast: false
|
|
matrix:
|
|
backend: [llvm, cpu, gpu, ptx, amd, nv] #, triton]
|
|
|
|
name: Linux (${{ matrix.backend }})
|
|
runs-on: ubuntu-22.04
|
|
timeout-minutes: 20
|
|
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: ${{ matrix.backend }}-minimal
|
|
deps: testing_minimal${{matrix.backend=='ptx'&&',cuda'||matrix.backend=='triton'&&',triton'||''}}
|
|
opencl: ${{ matrix.backend == 'gpu' && 'true' }}
|
|
amd: ${{ matrix.backend == 'amd' && 'true' }}
|
|
cuda: ${{ (matrix.backend == 'ptx' || matrix.backend == 'triton' || matrix.backend == 'nv') && 'true' }}
|
|
- name: Set env
|
|
run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1' || matrix.backend == 'gpu' && 'GPU=1' || matrix.backend == 'PTX' && 'FORWARD_ONLY=1\nJIT=1\nOPT=2\nCUDA=1\nPTX=1\nMOCKGPU=1' || matrix.backend == 'triton' && 'FORWARD_ONLY=1\nJIT=1\nOPT=2\nNV=1\nMOCKGPU=1\nTRITON=1\nTRITON_PTXAS_PATH=/usr/bin/ptxas' || matrix.backend == 'amd' && 'AMD=1\nMOCKGPU=1\nFORWARD_ONLY=1' || matrix.backend == 'nv' && 'NV=1\nMOCKGPU=1\nFORWARD_ONLY=1' }}" >> $GITHUB_ENV
|
|
- name: Check Device.DEFAULT and print some source
|
|
run: |
|
|
PYTHONPATH=${{ github.workspace }} python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['LLVM','CPU','CUDA','GPU','AMD','NV'], Device.DEFAULT"
|
|
DEBUG=5 PYTHONPATH=${{ github.workspace }} FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
|
|
- name: Run pytest (not cuda or amd)
|
|
if: matrix.backend!='ptx' && matrix.backend!='triton' && matrix.backend != 'amd' && matrix.backend != 'nv'
|
|
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20
|
|
- name: Run pytest (cuda)
|
|
if: matrix.backend=='ptx'||matrix.backend=='triton'||matrix.backend=='nv'
|
|
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore test/test_gc.py --durations=20
|
|
- name: Run pytest (amd)
|
|
if: matrix.backend=='amd'
|
|
run: python -m pytest -n=auto test/test_ops.py test/test_dtype.py test/test_dtype_alu.py test/test_linearizer.py test/test_randomness.py test/imported/test_indexing.py test/test_hcq.py test/external/external_test_am.py --durations=20
|
|
- name: Run TRANSCENDENTAL math
|
|
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
# ****** OSX Tests ******
|
|
|
|
testmetal2:
|
|
name: MacOS (unit)
|
|
runs-on: macos-14
|
|
timeout-minutes: 10
|
|
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: metal2
|
|
deps: testing
|
|
python-version: '3.11'
|
|
amd: 'true'
|
|
cuda: 'true'
|
|
- name: Run real world test
|
|
run: JIT=2 METAL=1 python -m pytest -n=auto test/models/test_real_world.py --durations=20
|
|
- name: Test models (Metal)
|
|
run: JIT=2 METAL=1 python -m pytest -n=auto test/models --durations=20
|
|
- name: Run ONNX
|
|
run: JIT=2 METAL=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
|
|
- name: Test tensor core ops (fake)
|
|
run: TC=2 METAL=1 DEBUG=3 python test/test_ops.py TestOps.test_gemm
|
|
- name: Test tensor core ops (real)
|
|
run: METAL=1 DEBUG=3 python test/test_ops.py TestOps.test_big_gemm
|
|
- name: Test LLaMA compile speed
|
|
run: PYTHONPATH="." METAL=1 python test/external/external_test_speed_llama.py
|
|
- name: Test Beam Search
|
|
run: PYTHONPATH="." METAL=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py
|
|
- name: Fuzz Test linearizer
|
|
run: PYTHONPATH="." METAL=1 DEPTH=4 FUZZ_N=50 FUZZ_MAX_SIZE=1000000 python test/external/fuzz_linearizer.py
|
|
# - name: Fuzz Test models schedule
|
|
# run: FUZZ_SCHEDULE=1 FUZZ_SCHEDULE_MAX_PATHS=5 python -m pytest test/models/test_train.py test/models/test_end2end.py
|
|
- name: Run TRANSCENDENTAL math
|
|
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20
|
|
- name: Run pytest (amd)
|
|
env:
|
|
MOCKGPU: 1
|
|
AMD: 1
|
|
FORWARD_ONLY: 1
|
|
run: |
|
|
python3 -m pytest -n=auto test/test_hcq.py test/test_tiny.py --durations=20
|
|
- name: Run pytest (ptx)
|
|
env:
|
|
MOCKGPU: 1
|
|
PTX: 1
|
|
NV: 1
|
|
FORWARD_ONLY: 1
|
|
run: |
|
|
python3 -m pytest -n=auto test/test_hcq.py test/test_tiny.py --durations=20
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
osxwebgpu:
|
|
name: MacOS (WebGPU)
|
|
runs-on: macos-14
|
|
timeout-minutes: 10
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: osx-webgpu
|
|
webgpu: 'true'
|
|
- name: Build WEBGPU Efficientnet
|
|
run: WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Metal" python3 -m examples.compile_efficientnet
|
|
- name: Clean npm cache
|
|
run: npm cache clean --force
|
|
- name: Install Puppeteer
|
|
run: npm install puppeteer
|
|
- name: Run WEBGPU Efficientnet
|
|
run: node test/web/test_webgpu.js
|
|
|
|
osxtests:
|
|
strategy:
|
|
fail-fast: false
|
|
matrix:
|
|
backend: [metal, llvm, cpu]
|
|
name: MacOS (${{ matrix.backend }})
|
|
runs-on: macos-15
|
|
timeout-minutes: 10
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: macos-${{ matrix.backend }}-minimal
|
|
deps: testing_minimal
|
|
llvm: ${{ matrix.backend == 'llvm' && 'true' }}
|
|
- name: Set env
|
|
run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1' || matrix.backend == 'metal' && 'METAL=1\nJIT=2'}}" >> $GITHUB_ENV
|
|
- name: Check Device.DEFAULT and print some source
|
|
run: |
|
|
python -c "from tinygrad import Device; assert Device.DEFAULT == '${{ matrix.backend }}'.upper(), Device.DEFAULT"
|
|
DEBUG=4 python3 test/test_tiny.py TestTiny.test_plus
|
|
- name: Run pytest (${{ matrix.backend }})
|
|
run: python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20
|
|
- name: Run process replay tests
|
|
uses: ./.github/actions/process-replay
|
|
|
|
# ****** Windows Tests ******
|
|
|
|
wintests:
|
|
strategy:
|
|
fail-fast: false
|
|
matrix:
|
|
backend: [llvm, cpu]
|
|
|
|
name: Windows (${{ matrix.backend }})
|
|
runs-on: windows-latest
|
|
timeout-minutes: 10
|
|
steps:
|
|
- name: Checkout Code
|
|
uses: actions/checkout@v4
|
|
- name: Setup Environment
|
|
uses: ./.github/actions/setup-tinygrad
|
|
with:
|
|
key: windows-minimal
|
|
deps: testing_unit
|
|
- name: Set env
|
|
shell: bash
|
|
run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1'}}" >> $GITHUB_ENV
|
|
- name: Run unit tests
|
|
if: matrix.backend=='llvm'
|
|
run: python -m pytest -n=auto test/unit/ --ignore=test/unit/test_disk_tensor.py --ignore=test/unit/test_elf.py --ignore=test/unit/test_tar.py
|
|
- name: Run pytest (${{ matrix.backend }})
|
|
shell: bash
|
|
run: |
|
|
python -c "from tinygrad import Device; assert Device.DEFAULT == '${{ matrix.backend }}'.upper(), Device.DEFAULT"
|
|
python -m pytest -n=auto test/test_tiny.py test/test_ops.py --durations=20
|