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73 lines
2.3 KiB
73 lines
2.3 KiB
4 days ago
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import unittest, time
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from tinygrad.runtime.support.usb import ASM24Controller
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from tinygrad.helpers import Timing
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from tinygrad import Tensor, Device
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import numpy as np
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class TestASMController(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.ctrl = ASM24Controller()
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def test_write_and_read(self):
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base = 0xF000
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data = b"hello!"
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self.ctrl.write(base, data)
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out = self.ctrl.read(base, len(data))
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self.assertEqual(out, data)
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def test_scsi_write_and_read_from_f000(self):
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payload = bytes([0x5B]) * 4096
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self.ctrl.scsi_write(payload, lba=0)
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back = self.ctrl.read(0xF000, len(payload))
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self.assertEqual(back, payload)
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def test_scsi_write_speed_4k(self):
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payload = bytes([0x5A]) * 4096
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start = time.perf_counter()
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self.ctrl.scsi_write(payload, lba=0)
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dur_ms = (time.perf_counter() - start) * 1000
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print(f"scsi_write 4K took {dur_ms:.3f} ms")
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def test_read_speed_4k(self):
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payload = bytes([0xA5]) * 4096
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self.ctrl.write(0xF000, payload)
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start = time.perf_counter()
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out = self.ctrl.read(0xF000, 4096)
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dur_ms = (time.perf_counter() - start) * 1000
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print(f"read 4K took {dur_ms:.3f} ms")
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self.assertEqual(out, payload)
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class TestDevCopySpeeds(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.sz = 512
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cls.dev = Device["AMD"]
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if not cls.dev.is_usb(): raise unittest.SkipTest("only test this on USB devices")
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def testCopyCPUtoDefault(self):
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for _ in range(10):
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t = Tensor.ones(self.sz, self.sz, device="CPU").contiguous().realize()
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with Timing(f"copyin of {t.nbytes()/1e6:.2f} MB: ", on_exit=lambda ns: f" @ {t.nbytes()/ns * 1e3:.2f} MB/s"): # noqa: F821
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t.to(Device.DEFAULT).realize()
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Device[Device.DEFAULT].synchronize()
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del t
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def testCopyDefaulttoCPU(self):
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t = Tensor.ones(self.sz, self.sz).contiguous().realize()
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for _ in range(10):
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with Timing(f"copyout of {t.nbytes()/1e6:.2f} MB: ", on_exit=lambda ns: f" @ {t.nbytes()/ns * 1e3:.2f} MB/s"):
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t.to('CPU').realize()
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def testValidateCopies(self):
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t = Tensor.randn(self.sz, self.sz, device="CPU").contiguous().realize()
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x = t.to(Device.DEFAULT).realize()
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Device[Device.DEFAULT].synchronize()
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y = x.to('CPU').realize()
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np.testing.assert_equal(t.numpy(), y.numpy())
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del x, y, t
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if __name__ == "__main__":
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unittest.main()
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