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test amd gpu crashes (#14459)
* test amd gpu crashes * cleanup * less sketch tests
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126
test/external/external_test_gpu_crash.py
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126
test/external/external_test_gpu_crash.py
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# ruff: noqa: F405
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"""Tests for GPU crash scenarios using AMD assembly to trigger invalid operations.
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These tests intentionally cause GPU faults to verify error handling.
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Run with: AMD=1 python -m pytest test/external/external_test_gpu_crash.py -v
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"""
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import unittest, re
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from tinygrad.device import Device
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from extra.assembly.amd.autogen.rdna3.ins import * # noqa: F403
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from extra.assembly.amd.dsl import s, v, Inst, NULL
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def assemble(code:str, name:str="test") -> str:
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kd = {"next_free_vgpr": 8, "next_free_sgpr": 8, "wavefront_size32": 1, "user_sgpr_kernarg_segment_ptr": 1, "kernarg_size": 8}
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return f".text\n.globl {name}\n.p2align 8\n.type {name},@function\n{name}:\n{code}\n.rodata\n.p2align 6\n.amdhsa_kernel {name}\n" + \
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"\n".join(f".amdhsa_{k} {v}" for k,v in kd.items()) + "\n.end_amdhsa_kernel"
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@unittest.skipIf(Device.DEFAULT != "AMD", "AMD required")
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class TestGPUCrash(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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from tinygrad.runtime.support.compiler_amd import HIPCompiler
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cls.dev = Device["AMD"]
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cls.compiler = HIPCompiler(cls.dev.arch)
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def setUp(self):
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# Verify device works before each test
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from tinygrad import Tensor
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try:
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t = Tensor([1.0, 2.0], device="AMD").realize()
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assert (t + 1).numpy().tolist() == [2.0, 3.0]
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except Exception:
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self.fail("Device not working before test")
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def _run(self, code: str):
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from tinygrad.runtime.ops_amd import AMDProgram
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prg = AMDProgram(self.dev, "test", self.compiler.compile(assemble(code)))
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prg(self.dev.allocator.alloc(64), global_size=(1,1,1), local_size=(1,1,1), wait=True)
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def _run_insts(self, insts: list[Inst]): self._run("\n".join(i.disasm() for i in insts))
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def _assert_gpu_fault(self, func):
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"""Assert that func raises a RuntimeError indicating a GPU fault (not a setup error)."""
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with self.assertRaises(RuntimeError) as cm:
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func()
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err_msg = str(cm.exception).lower()
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# Verify it's a GPU fault, not a setup/device initialization error
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self.assertTrue(
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re.search(r'fault|hang|timeout|illegal|memviol', err_msg),
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f"Expected GPU fault error, got: {cm.exception}"
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)
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class TestOutOfBoundsMemoryAccess(TestGPUCrash):
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"""Tests for out-of-bounds memory accesses."""
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def test_global_load_null_ptr(self):
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"""Global load from NULL pointer."""
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insts = [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 0),
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global_load_b32(v[2], addr=v[0:1], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_global_store_null_ptr(self):
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"""Global store to NULL pointer."""
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insts = [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 0), v_mov_b32_e32(v[2], 0xDEADBEEF),
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global_store_b32(addr=v[0:1], data=v[2], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_global_load_unmapped_high_address(self):
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"""Global load from high unmapped address (0xDEAD00000000)."""
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insts = [v_mov_b32_e32(v[0], 0x00000000), v_mov_b32_e32(v[1], 0xDEAD),
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global_load_b32(v[2], addr=v[0:1], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_global_store_unmapped_high_address(self):
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"""Global store to high unmapped address."""
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insts = [v_mov_b32_e32(v[0], 0x00000000), v_mov_b32_e32(v[1], 0xDEAD), v_mov_b32_e32(v[2], 0x12345678),
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global_store_b32(addr=v[0:1], data=v[2], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_global_atomic_unmapped(self):
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"""Atomic operation on unmapped memory."""
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insts = [v_mov_b32_e32(v[0], 0xBEEF0000), v_mov_b32_e32(v[1], 0xDEAD), v_mov_b32_e32(v[2], 1),
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global_atomic_add_u32(addr=v[0:1], data=v[2], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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class TestSMEMFaults(TestGPUCrash):
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"""Tests for scalar memory (SMEM) faults."""
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def test_smem_load_null(self):
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"""SMEM load from NULL base."""
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insts = [s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
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s_load_b32(s[4], s[2:3], 0, soffset=NULL), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_smem_load_unmapped(self):
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"""SMEM load from unmapped address."""
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insts = [s_mov_b32(s[2], 0xBEEF0000), s_mov_b32(s[3], 0xDEAD),
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s_load_b32(s[4], s[2:3], 0, soffset=NULL), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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class TestFlatMemoryFaults(TestGPUCrash):
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"""Tests for FLAT memory instruction faults."""
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def test_flat_load_null(self):
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"""FLAT load from NULL address."""
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insts = [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 0),
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flat_load_b32(v[2], addr=v[0:1], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_flat_store_null(self):
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"""FLAT store to NULL address."""
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insts = [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 0), v_mov_b32_e32(v[2], 0xDEADBEEF),
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flat_store_b32(addr=v[0:1], data=v[2], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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def test_flat_atomic_null(self):
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"""FLAT atomic on NULL address."""
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insts = [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 0), v_mov_b32_e32(v[2], 1),
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flat_atomic_add_u32(addr=v[0:1], data=v[2], saddr=NULL, offset=0), s_waitcnt(0), s_endpgm()]
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self._assert_gpu_fault(lambda: self._run_insts(insts))
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if __name__ == "__main__":
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unittest.main()
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