move tests to test/backend (#14691)

* move tests to test/backend

* fix imports

* fix CI

* revert that one

* Fix formatting in README for test command
This commit is contained in:
George Hotz
2026-02-12 11:09:44 +08:00
committed by GitHub
parent 4b5d3bda1f
commit c331798201
61 changed files with 76 additions and 90 deletions

View File

@@ -106,7 +106,7 @@ jobs:
sudo apt update || true
sudo apt install -y --no-install-recommends ninja-build
- name: Test one op
run: FORWARD_ONLY=1 TINY_BACKEND=1 python3 test/test_ops.py TestOps.test_add
run: FORWARD_ONLY=1 TINY_BACKEND=1 python3 test/test_tiny.py TestTiny.test_plus
- name: Test ResNet-18
run: DEBUG=2 python3 extra/torch_backend/example.py
- name: custom tests
@@ -114,7 +114,7 @@ jobs:
- name: Test one op in torch tests
run: DEBUG=2 python3 extra/torch_backend/torch_tests.py TestTinyBackendPRIVATEUSE1.test_unary_log_tiny_float32
- name: Test Ops with TINY_BACKEND
run: CPU=1 CPU_LLVM=1 LLVMOPT=0 TINY_BACKEND=1 python3 -m pytest -n auto test/test_ops.py --durations=20
run: CPU=1 CPU_LLVM=1 LLVMOPT=0 TINY_BACKEND=1 python3 -m pytest -n auto test/backend/test_ops.py --durations=20
- name: Test in-place operations on views
run: TORCH_DEBUG=1 python3 extra/torch_backend/test_inplace.py
- name: Test multi-gpu
@@ -158,25 +158,25 @@ jobs:
key: be-minimal
deps: testing_unit
- name: Test dtype with Python emulator
run: DEBUG=1 PYTHON=1 python3 -m pytest -n=auto test/test_dtype.py test/test_dtype_alu.py
run: DEBUG=1 PYTHON=1 python3 -m pytest -n=auto test/backend/test_dtype.py test/backend/test_dtype_alu.py
- name: Test ops with Python emulator
run: DEBUG=2 SKIP_SLOW_TEST=1 PYTHON=1 python3 -m pytest -n=auto test/test_ops.py --durations=20
run: DEBUG=2 SKIP_SLOW_TEST=1 PYTHON=1 python3 -m pytest -n=auto test/backend/test_ops.py --durations=20
- name: Test uops with Python emulator
run: PYTHON=1 python3 -m pytest test/test_uops.py --durations=20
run: PYTHON=1 python3 -m pytest test/backend/test_uops.py --durations=20
- name: Test symbolic with Python emulator
run: PYTHON=1 python3 test/test_symbolic_ops.py
run: PYTHON=1 python3 test/backend/test_symbolic_ops.py
- name: test_renderer_failures with Python emulator
run: PYTHON=1 python3 -m pytest -rA test/test_renderer_failures.py::TestRendererFailures
run: PYTHON=1 python3 -m pytest -rA test/backend/test_renderer_failures.py::TestRendererFailures
- name: Test IMAGE=2 support
run: |
IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_simple_conv2d
IMAGE=2 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_gemm
IMAGE=2 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_simple_conv2d
- name: Test emulated METAL tensor cores
run: |
DEBUG=2 EMULATE=METAL FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_big_gemm
DEBUG=2 EMULATE=METAL FORWARD_ONLY=1 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_big_gemm
DEBUG=2 EMULATE=METAL FORWARD_ONLY=1 PYTHON=1 python3 test/opt/test_tensor_cores.py
- name: Test emulated AMX tensor cores
run: DEBUG=2 AMX=1 EMULATE=AMX FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
run: DEBUG=2 AMX=1 EMULATE=AMX FORWARD_ONLY=1 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_gemm
- name: Test emulated AMD tensor cores
run: |
DEBUG=2 EMULATE=AMD FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py
@@ -197,9 +197,9 @@ jobs:
DEBUG=2 EMULATE=AMD_RDNA4 FORWARD_ONLY=1 PYTHON=1 python3 test/opt/test_tensor_cores.py
- name: Test emulated CUDA tensor cores
run: |
DEBUG=2 EMULATE=CUDA FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16
DEBUG=2 EMULATE=CUDA ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm
DEBUG=2 EMULATE=CUDA_SM75 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16
DEBUG=2 EMULATE=CUDA FORWARD_ONLY=1 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_gemm_fp16
DEBUG=2 EMULATE=CUDA ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_gemm
DEBUG=2 EMULATE=CUDA_SM75 FORWARD_ONLY=1 PYTHON=1 python3 test/backend/test_ops.py TestOps.test_gemm_fp16
DEBUG=2 EMULATE=CUDA_SM89 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/opt/test_tensor_cores.py
- name: Test emulated INTEL OpenCL tensor cores
run: DEBUG=2 EMULATE=INTEL FORWARD_ONLY=1 PYTHON=1 HALF=1 N=64 python3 ./extra/gemm/simple_matmul.py
@@ -271,7 +271,7 @@ jobs:
- name: Run NULL backend tests
run: NULL=1 python -m pytest -n=auto test/null/ --durations=20
- name: Run targetted tests on NULL backend
run: NULL=1 python3 -m unittest test.test_multitensor.TestMultiTensor.test_data_parallel_resnet_train_step
run: NULL=1 python3 -m unittest test.backend.test_multitensor.TestMultiTensor.test_data_parallel_resnet_train_step
# TODO: too slow
# - name: Run SDXL on NULL backend
# run: NULL=1 DEBUG=1 python3 examples/sdxl.py --seed 0 --noshow --timing --fakeweights
@@ -316,7 +316,7 @@ jobs:
deps: testing_unit
python-version: '3.14'
- name: Test SPEC=2
run: SPEC=2 pytest --maxfail=10 -n auto --durations=30 --ignore=test/models --ignore=test/null --ignore test/test_custom_kernel.py --ignore test/unit/test_hashing.py --timeout 60 -k "not test_setitem_big" --splits 2 --group ${{ matrix.group }}
run: SPEC=2 pytest --maxfail=10 -n auto --durations=30 --ignore=test/models --ignore=test/null --ignore test/backend/test_custom_kernel.py --ignore test/unit/test_hashing.py --timeout 60 -k "not test_setitem_big" --splits 2 --group ${{ matrix.group }}
fuzzing:
name: Fuzzing
@@ -354,7 +354,7 @@ jobs:
opencl: 'true'
- name: Test CL IMAGE=2 ops
run: |
CL=1 IMAGE=2 python -m pytest -n=auto test/test_ops.py --durations=20
CL=1 IMAGE=2 python -m pytest -n=auto test/backend/test_ops.py --durations=20
# TODO: training is broken
# CL=1 IMAGE=2 python test/models/test_end2end.py TestEnd2End.test_linear_mnist
- name: Run process replay tests
@@ -378,7 +378,7 @@ jobs:
- name: Run Kernel Count Test
run: CL=1 python -m pytest -n=auto test/external/external_test_opt.py
- name: Run fused optimizer tests
run: CL=1 FUSE_OPTIM=1 python -m pytest -n=auto test/models/test_mnist.py test/test_optim.py -k "not muon"
run: CL=1 FUSE_OPTIM=1 python -m pytest -n=auto test/models/test_mnist.py test/backend/test_optim.py -k "not muon"
- name: Upload artifact
uses: actions/upload-artifact@v4
with:
@@ -437,7 +437,7 @@ jobs:
- name: Test Additional ONNX Ops (CPU)
run: CPU=1 CPU_LLVM=0 python3 test/external/external_test_onnx_ops.py
- name: Test Quantize ONNX
run: CPU=1 CPU_LLVM=0 python3 test/test_quantize_onnx.py
run: CPU=1 CPU_LLVM=0 python3 test/backend/test_quantize_onnx.py
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -551,11 +551,11 @@ jobs:
pydeps: "pillow"
llvm: "true"
- name: Test LLVM=1 DEVECTORIZE=0
run: CPU=1 CPU_LLVM=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py
run: CPU=1 CPU_LLVM=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/backend/test_ops.py
- name: Test LLVM=1 DEVECTORIZE=0 for model
run: CPU=1 CPU_LLVM=1 DEVECTORIZE=0 python3 test/models/test_efficientnet.py
- name: Test CPU=1 DEVECTORIZE=0
run: CPU=1 CPU_LLVM=0 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py
run: CPU=1 CPU_LLVM=0 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/backend/test_ops.py
testdsp:
name: Linux (DSP)
@@ -587,9 +587,9 @@ jobs:
- name: Run test_tiny on DSP
run: DEBUG=2 DSP=1 python test/test_tiny.py
- name: Test transcendentals
run: CC=clang-20 DEBUG=2 DSP=1 python test/test_transcendental.py TestTranscendentalVectorized
run: CC=clang-20 DEBUG=2 DSP=1 python test/backend/test_transcendental.py TestTranscendentalVectorized
- name: Test quantize onnx
run: DEBUG=2 DSP=1 python3 test/test_quantize_onnx.py
run: DEBUG=2 DSP=1 python3 test/backend/test_quantize_onnx.py
testwebgpu:
name: Linux (WebGPU)
@@ -608,7 +608,7 @@ jobs:
- 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
WEBGPU=1 DEBUG=4 FORWARD_ONLY=1 python3 test/test_tiny.py TestTiny.test_plus
- 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/null --durations=20
@@ -642,19 +642,19 @@ jobs:
- name: Check Device.DEFAULT and print some source
run: |
python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['AMD'], Device.DEFAULT"
DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
DEBUG=5 FORWARD_ONLY=1 python3 test/test_tiny.py TestTiny.test_plus
- name: Run LLVM test
if: matrix.backend=='amdllvm'
run: python test/device/test_amd_llvm.py
- name: Run pytest (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/test_jit.py test/test_graph.py test/test_multitensor.py test/device/test_hcq.py test/testextra/test_cfg_viz.py --durations=20
run: python -m pytest -n=auto test/backend/test_ops.py test/backend/test_dtype.py test/backend/test_dtype_alu.py test/backend/test_linearizer.py test/backend/test_randomness.py test/backend/test_jit.py test/backend/test_graph.py test/backend/test_multitensor.py test/device/test_hcq.py test/testextra/test_cfg_viz.py --durations=20
- name: Run pytest (amd)
run: python -m pytest 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
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/backend/test_ops.py::TestOps::test_sin test/backend/test_ops.py::TestOps::test_cos test/backend/test_ops.py::TestOps::test_tan test/backend/test_ops.py::TestOps::test_exp test/backend/test_ops.py::TestOps::test_log --durations=20
- name: Run TestOps.test_add with SQTT
run: |
VIZ=-2 DEBUG=5 python3 test/test_ops.py TestOps.test_add
VIZ=-2 DEBUG=5 python3 test/backend/test_ops.py TestOps.test_add
extra/sqtt/rgptool.py create "/tmp/profile.pkl.$USER" -o /tmp/gpu0.rgp
- name: Run AMD emulated mmapeak on NULL backend
env:
@@ -700,12 +700,12 @@ jobs:
- name: Run RDNA3 emulator tests (AMD_LLVM=1)
run: AMD_LLVM=1 python -m pytest -n=auto extra/assembly/amd/ --durations 20
- name: Run RDNA3 dtype tests
run: AMD_LLVM=0 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py --durations 20
run: AMD_LLVM=0 pytest -n=auto test/backend/test_dtype_alu.py test/backend/test_dtype.py --durations 20
- name: Run RDNA3 dtype tests (AMD_LLVM=1)
run: AMD_LLVM=1 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py --durations 20
run: AMD_LLVM=1 pytest -n=auto test/backend/test_dtype_alu.py test/backend/test_dtype.py --durations 20
# TODO: run all once emulator is faster
- name: Run RDNA3 ops tests
run: SKIP_SLOW_TEST=1 AMD_LLVM=0 pytest -n=auto test/test_ops.py -k "test_sparse_categorical_crossentropy or test_tril or test_nonzero or test_softmax_argmax" --durations 20
run: SKIP_SLOW_TEST=1 AMD_LLVM=0 pytest -n=auto test/backend/test_ops.py -k "test_sparse_categorical_crossentropy or test_tril or test_nonzero or test_softmax_argmax" --durations 20
- name: Run RDNA4 emulator tests
run: MOCKGPU_ARCH=rdna4 python -m pytest test/test_tiny.py -v --durations 20
@@ -736,12 +736,12 @@ jobs:
- name: Check Device.DEFAULT and print some source
run: |
python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['CUDA','NV'], Device.DEFAULT"
DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
DEBUG=5 FORWARD_ONLY=1 python3 test/test_tiny.py TestTiny.test_plus
- name: Run pytest (cuda)
# skip multitensor because it's slow
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --ignore test/test_multitensor.py --durations=20
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --ignore test/backend/test_multitensor.py --durations=20
- name: Run TestOps.test_add with PMA
run: VIZ=-1 PMA=1 DEBUG=5 python3 test/test_ops.py TestOps.test_add
run: VIZ=-1 PMA=1 DEBUG=5 python3 test/backend/test_ops.py TestOps.test_add
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -770,11 +770,11 @@ jobs:
- name: Check Device.DEFAULT and print some source
run: |
python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['CPU','CL'], Device.DEFAULT"
DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
DEBUG=5 FORWARD_ONLY=1 python3 test/test_tiny.py TestTiny.test_plus
- name: Run pytest (${{ matrix.backend }})
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --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
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/backend/test_ops.py::TestOps::test_sin test/backend/test_ops.py::TestOps::test_cos test/backend/test_ops.py::TestOps::test_tan test/backend/test_ops.py::TestOps::test_exp test/backend/test_ops.py::TestOps::test_log --durations=20
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -804,15 +804,15 @@ jobs:
- name: Run ONNX
run: METAL=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
- name: Test tensor core ops (fake)
run: METAL=1 DEBUG=3 TC=2 python test/test_ops.py TestOps.test_gemm
run: METAL=1 DEBUG=3 TC=2 python test/backend/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
run: METAL=1 DEBUG=3 python test/backend/test_ops.py TestOps.test_big_gemm
- name: Test Beam Search
run: METAL=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py
#- name: Fuzz Test linearizer
# run: METAL=1 DEPTH=4 FUZZ_N=50 FUZZ_MAX_SIZE=1000000 python test/external/fuzz_linearizer.py
- name: Run TRANSCENDENTAL math
run: METAL=1 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
run: METAL=1 TRANSCENDENTAL=2 python -m pytest -n=auto test/backend/test_ops.py::TestOps::test_sin test/backend/test_ops.py::TestOps::test_cos test/backend/test_ops.py::TestOps::test_tan test/backend/test_ops.py::TestOps::test_exp test/backend/test_ops.py::TestOps::test_log --durations=20
- name: Run pytest (amd)
env:
MOCKGPU: 1
@@ -854,7 +854,7 @@ jobs:
deps: testing
webgpu: 'true'
- name: Test infinity math in WGSL
run: WEBGPU=1 python -m pytest -n=auto test/test_renderer_failures.py::TestWGSLFailures::test_multiply_infinity --durations=20
run: WEBGPU=1 python -m pytest -n=auto test/backend/test_renderer_failures.py::TestWGSLFailures::test_multiply_infinity --durations=20
- name: Build WEBGPU Efficientnet
run: WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Metal" python3 -m examples.compile_efficientnet
- name: Clean npm cache
@@ -944,7 +944,7 @@ jobs:
shell: bash
run: |
python -c "from tinygrad import Device; assert Device.DEFAULT == {'LLVM':'CPU'}.get(x:='${{ matrix.backend }}'.upper(), x), Device.DEFAULT"
python -m pytest -n=auto test/test_tiny.py test/test_ops.py --durations=20
python -m pytest -n=auto test/test_tiny.py test/backend/test_ops.py --durations=20
# ****** Compile-only Tests ******
@@ -973,5 +973,5 @@ jobs:
shell: bash
run: |
python -c "from tinygrad import Device; assert Device.DEFAULT == 'NULL'"
DEBUG=4 python3 test/test_ops.py TestOps.test_add
python -m pytest -n=auto test/test_ops.py --durations=20
DEBUG=4 python3 test/backend/test_ops.py TestOps.test_add
python -m pytest -n=auto test/backend/test_ops.py --durations=20

View File

@@ -28,7 +28,7 @@ repos:
pass_filenames: false
- id: tests
name: comprehensive test suite
entry: env OMP_NUM_THREADS=1 SKIP_SLOW_TEST=1 PYTHONPATH="." python3 -m pytest -n=6 test/test_ops.py test/test_schedule.py test/unit/test_assign.py test/test_tensor.py test/test_jit.py test/unit/test_schedule_cache.py test/null/test_pattern_matcher.py test/null/test_uop_symbolic.py test/unit/test_helpers.py
entry: env OMP_NUM_THREADS=1 SKIP_SLOW_TEST=1 PYTHONPATH="." python3 -m pytest -n=6 test/backend/test_ops.py test/backend/test_schedule.py test/unit/test_assign.py test/backend/test_tensor.py test/backend/test_jit.py test/unit/test_schedule_cache.py test/null/test_pattern_matcher.py test/null/test_uop_symbolic.py test/unit/test_helpers.py
language: system
always_run: true
pass_filenames: false

View File

@@ -41,10 +41,10 @@ Schedules are cached by graph structure. BIND nodes (variables with bound values
python -m pytest test/unit/test_schedule_cache.py -xvs
# Run with timeout
python -m pytest test/test_symbolic_ops.py -x --timeout=60
python -m pytest test/backend/test_symbolic_ops.py -x --timeout=60
# Debug with print
DEBUG=2 python -m pytest test/test_schedule.py::test_name -xvs
DEBUG=2 python -m pytest test/backend/test_schedule.py::test_name -xvs
# Visualize UOp graphs
VIZ=1 python -c "from tinygrad import Tensor; Tensor.ones(10).sum().realize()"

View File

@@ -192,7 +192,7 @@ For more examples on how to run the full test suite please refer to the [CI work
Some examples of running tests locally:
```sh
python3 -m pip install -e '.[testing]' # install extra deps for testing
python3 test/test_ops.py # just the ops tests
python3 test/backend/test_ops.py # just the ops tests
python3 -m pytest test/ # whole test suite
```

View File

@@ -7,7 +7,7 @@ export CAPTURE_PROCESS_REPLAY=1
rm "$LOGOPS" 2>/dev/null || true
test/external/process_replay/reset.py
CI=1 python3 -m pytest -n=auto test/test_ops.py test/test_nn.py test/unit/test_winograd.py test/null/test_real_world.py --durations=20
CI=1 python3 -m pytest -n=auto test/backend/test_ops.py test/backend/test_nn.py test/unit/test_winograd.py test/null/test_real_world.py --durations=20
CL=1 python3 -m pytest test/test_tiny.py
# extract, sort and uniq

View File

@@ -6,7 +6,7 @@ EXAMPLES_DIR = Path(__file__).parent
PROFILE_PATH = Path(temp("profile.pkl", append_user=True))
EXAMPLES = [
"test.test_custom_kernel.TestCustomKernel.test_empty",
"test.backend.test_custom_kernel.TestCustomKernel.test_empty",
"test.test_tiny.TestTiny.test_plus",
"test.test_tiny.TestTiny.test_gemm",
]

View File

@@ -1,7 +1,7 @@
#!/bin/bash
AMD=1 AMD_LLVM=1 python -m pytest -n=1 test/test_ops.py test/test_dtype.py test/test_dtype_alu.py test/test_linearizer.py test/test_randomness.py test/test_jit.py test/test_graph.py test/test_multitensor.py --durations=20
AMD=1 AMD_LLVM=0 python -m pytest -n=1 test/test_ops.py test/test_dtype.py test/test_dtype_alu.py test/test_linearizer.py test/test_randomness.py test/test_jit.py test/test_graph.py test/test_multitensor.py --durations=20
AMD=1 AMD_LLVM=1 python -m pytest -n=1 test/backend/test_ops.py test/backend/test_dtype.py test/backend/test_dtype_alu.py test/backend/test_linearizer.py test/backend/test_randomness.py test/backend/test_jit.py test/backend/test_graph.py test/backend/test_multitensor.py --durations=20
AMD=1 AMD_LLVM=0 python -m pytest -n=1 test/backend/test_ops.py test/backend/test_dtype.py test/backend/test_dtype_alu.py test/backend/test_linearizer.py test/backend/test_randomness.py test/backend/test_jit.py test/backend/test_graph.py test/backend/test_multitensor.py --durations=20
CNT=1 AMD_LLVM=0 DEBUG=2 FP8E4M3=1 HALF=0 BFLOAT16=0 SHOULD_USE_TC=1 python extra/gemm/simple_matmul.py
CNT=1 AMD_LLVM=0 DEBUG=2 FP8E4M3=0 HALF=1 BFLOAT16=0 SHOULD_USE_TC=1 python extra/gemm/simple_matmul.py

View File

@@ -122,7 +122,7 @@ do_not_mutate = [
"tinygrad/helpers.py",
"tinygrad/tensor.py",
]
tests_dir = ["test/test_tiny.py", "test/test_ops.py"]
tests_dir = ["test/test_tiny.py", "test/backend/test_ops.py"]
debug = true

View File

@@ -1,12 +0,0 @@
FROM ubuntu:22.04
# Install python3.10, and pip3
RUN apt-get update && apt-get install -y --no-install-recommends \
python3.10 \
python3-pip \
&& rm -rf /var/lib/apt/lists/*
# Install python dependencies
COPY . ./tinygrad
WORKDIR tinygrad
RUN pip install -e .

5
test/README Normal file
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@@ -0,0 +1,5 @@
Three groups of tests run in CI
backend -- tests that run on each backend
null -- tests that don't require any backend
unit -- tests that only run on a single backend in CI

0
test/backend/__init__.py Normal file
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@@ -198,7 +198,7 @@ class TestProfiler(unittest.TestCase):
@unittest.skip("this test is flaky")
@unittest.skipUnless(Device[Device.DEFAULT].graph is not None, "graph support required")
def test_graph(self):
from test.test_graph import helper_alloc_rawbuffer, helper_exec_op, helper_test_graphs
from test.backend.test_graph import helper_alloc_rawbuffer, helper_exec_op, helper_test_graphs
device = TestProfiler.d0.device
bufs = [helper_alloc_rawbuffer(device, fill=True) for _ in range(5)]
graphs = [[helper_exec_op(device, bufs[0], [bufs[1], bufs[2]]), helper_exec_op(device, bufs[0], [bufs[3], bufs[4]]),]]

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@@ -2,8 +2,8 @@ import unittest
from tinygrad import Tensor, Device, dtypes
from tinygrad.tensor import _to_np_dtype
from tinygrad.helpers import Context, getenv, CI, OSX
from test.test_schedule import check_schedule
from test.test_dtype_alu import ht, dtypes_float
from test.backend.test_schedule import check_schedule
from test.backend.test_dtype_alu import ht, dtypes_float
from tinygrad.device import is_dtype_supported
import numpy as np
import math

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@@ -12,16 +12,9 @@ from tinygrad.engine.schedule import ExecItem
from tinygrad.device import is_dtype_supported
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.renderer.ptx import PTXRenderer
from test.helpers import get_uops
from test.helpers import to_uops_list
from dataclasses import replace
def to_uops_list(u:list[UOp], ren=None) -> list[UOp]:
sink = UOp.group(*u)
for r in sink.ranges: sink = sink.end(r)
ret = get_uops(sink.sink(arg=KernelInfo(opts_to_apply=())), ren)
assert ret[-1].op is Ops.SINK
return ret
def _uops_to_prg(uops_list):
prg = get_program(UOp.sink(*uops_list, arg=KernelInfo()), Device[Device.DEFAULT].renderer)
return CompiledRunner(replace(prg, device=Device.DEFAULT))

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@@ -2,7 +2,7 @@ from tinygrad import Tensor, dtypes, GlobalCounters
dtypes.default_float = dtypes.float16
from tinygrad.dtype import to_dtype
from tinygrad.helpers import getenv
from test.test_softmax_fusion import single_kernel_softmax
from test.backend.test_softmax_fusion import single_kernel_softmax
if __name__ == "__main__":
# softmax in bert layers

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@@ -3,7 +3,7 @@
set -e
HEAD=$(git rev-parse --abbrev-ref HEAD)
python test/external/process_replay/reset.py
CAPTURE_PROCESS_REPLAY=1 python test/test_ops.py TestOps.test_add
CAPTURE_PROCESS_REPLAY=1 python test/backend/test_ops.py TestOps.test_add
git checkout master
git checkout $HEAD -- test/external/process_replay/process_replay.py
ASSERT_PROCESS_REPLAY=${ASSERT_PROCESS_REPLAY:-1} python test/external/process_replay/process_replay.py

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@@ -67,6 +67,13 @@ def eval_uop(uop:UOp, inputs:list[tuple[DType, list[Any]]]|None=None):
prog(out_buf:=allocator.alloc(uop.dtype.itemsize), *bufs)
return out_buf.cast(uop.dtype.fmt or "").tolist()[0]
def to_uops_list(u:list[UOp], ren=None) -> list[UOp]:
sink = UOp.group(*u)
for r in sink.ranges: sink = sink.end(r)
ret = get_uops(sink.sink(arg=KernelInfo(opts_to_apply=())), ren)
assert ret[-1].op is Ops.SINK
return ret
def not_support_multi_device():
# CL and CUDA don't support multi device if in CI
return CI and Device.DEFAULT in ("CL", "CUDA")

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@@ -5,7 +5,7 @@ from tinygrad.helpers import DEBUG, Context
from tinygrad.uop.ops import Ops, UOp, UPat, PatternMatcher, track_rewrites, graph_rewrite, GroupOp, AxisType
from tinygrad.uop.symbolic import sym
from tinygrad.codegen.late.expander import expander
from test.test_uops import to_uops_list
from test.helpers import to_uops_list
simple_pm = PatternMatcher([
(UPat.cvar('x', dtypes.int), lambda x: UOp.const(dtypes.float, 1.0) + UOp.const(dtypes.float, 2.0)),

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@@ -5,17 +5,10 @@ from tinygrad.tensor import Tensor
from tinygrad.helpers import Timing, Context
from tinygrad.dtype import dtypes, ConstFloat # noqa: F401
from tinygrad.device import Device
from tinygrad.uop.ops import Ops, UOp, UPat, KernelInfo, exec_alu
from tinygrad.uop.ops import Ops, UOp, UPat, exec_alu
from tinygrad.uop.spec import shared_spec
from tinygrad.uop.symbolic import sym
from test.helpers import get_uops
def to_uops_list(u:list[UOp], ren=None) -> list[UOp]:
sink = UOp.group(*u)
for r in sink.ranges: sink = sink.end(r)
ret = get_uops(sink.sink(arg=KernelInfo(opts_to_apply=())), ren)
assert ret[-1].op is Ops.SINK
return ret
from test.helpers import to_uops_list
class TestSafeCast(unittest.TestCase):
def test_cast_folds(self):

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@@ -3,7 +3,7 @@ from tinygrad import dtypes, Variable
from tinygrad.dtype import AddrSpace
from tinygrad.helpers import Context
from tinygrad.uop.ops import Ops, UOp, AxisType
from test.test_uops import to_uops_list
from test.helpers import to_uops_list
class TestValidateOOB(unittest.TestCase):
"""Test z3 validation of index bounds for different ALU ops and patterns."""

0
test/opt/__init__.py Normal file
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@@ -3,7 +3,7 @@ from tinygrad import Device, Tensor, dtypes
from tinygrad.codegen.opt import Opt, OptOps, KernelOptError
# TODO: write a clean version of this
from test.test_linearizer import helper_linearizer_opt
from test.backend.test_linearizer import helper_linearizer_opt
class TestKernelOpts(unittest.TestCase):
@unittest.skipUnless(Device[Device.DEFAULT].renderer.has_local, "test requires locals")

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@@ -14,7 +14,7 @@ from tinygrad.codegen.opt import Opt, OptOps, KernelOptError
from tinygrad.codegen.opt.tc import amd_cdna_1616128
# TODO: write a clean version of this
from test.test_linearizer import helper_realized_ast, helper_linearizer_opt
from test.backend.test_linearizer import helper_realized_ast, helper_linearizer_opt
# NOTE: get_program always passes in Device[Device.DEFAULT].renderer explicitly for process_replay!!!