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44 lines
2 KiB
Python
44 lines
2 KiB
Python
import unittest
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from tinygrad import Device, Tensor
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from tinygrad.engine.jit import TinyJit
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from tinygrad.uop.ops import UOp, Ops
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from tinygrad.dtype import dtypes
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from tinygrad.runtime.graph.hcq import HCQGraph
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from tinygrad.runtime.support.hcq import HCQCompiled
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from tinygrad.runtime.support.usb import USBMMIOInterface
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from test.mockgpu.usb import MockUSB
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@unittest.skipUnless(issubclass(type(Device[Device.DEFAULT]), HCQCompiled), "HCQ device required to run")
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class TestHCQUnit(unittest.TestCase):
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@unittest.skipIf(Device.DEFAULT == "CPU", "requires non-CPU HCQ device")
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def test_supports_uop(self):
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d0, cpu_dev = Device[Device.DEFAULT], Device["CPU"]
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@TinyJit
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def f(inp, inp_cpu):
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return (inp + 1.0).contiguous().realize(), (inp_cpu + 1.0).contiguous().realize()
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inp, inp_cpu = Tensor.randn(10, 10, device=Device.DEFAULT).realize(), Tensor.randn(10, 10, device="CPU").realize()
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for _ in range(5): f(inp, inp_cpu)
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# construct minimal CALL UOps for supports_uop (graphs only see PROGRAMs after compile_linear)
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gpu_call = UOp(Ops.PROGRAM).call(UOp.new_buffer(Device.DEFAULT, 1, dtypes.float))
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cpu_call = UOp(Ops.PROGRAM).call(UOp.new_buffer("CPU", 1, dtypes.float))
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gpu_devs = [d0]
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# local MMIO: GPU works alone and with CPU in batch (cpu_support=True)
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assert HCQGraph.supports_uop(gpu_devs, gpu_call) is True
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assert HCQGraph.supports_uop(gpu_devs, cpu_call) is True
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assert HCQGraph.supports_uop(gpu_devs + [cpu_dev], gpu_call) is True
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# USB MMIO: GPU-only still works, but CPU batching must be rejected (cpu_support=False)
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orig_view = d0.timeline_signal.base_buf.view
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try:
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d0.timeline_signal.base_buf.view = USBMMIOInterface(MockUSB(bytearray(256)), 0, 16, fmt='B')
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assert HCQGraph.supports_uop(gpu_devs, gpu_call) is True
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assert HCQGraph.supports_uop(gpu_devs, cpu_call) is False
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assert HCQGraph.supports_uop(gpu_devs + [cpu_dev], gpu_call) is False
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finally:
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d0.timeline_signal.base_buf.view = orig_view
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if __name__ == "__main__":
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unittest.main()
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