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