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39 lines
1.2 KiB
Python
39 lines
1.2 KiB
Python
import unittest
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from tinygrad import Device
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from tinygrad.codegen.uops import UOpGraph
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from tinygrad.helpers import Timing, Profiling
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class TestDeviceSpeed(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.dev = Device[Device.DEFAULT]
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cls.empty = Device[Device.DEFAULT].renderer.render("test", UOpGraph())
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def test_empty_compile(self):
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with Timing("compiler "):
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self.dev.compiler.compile(self.empty)
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def test_empty_compile_twice(self):
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self.dev.compiler.compile(self.empty)
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with Timing("compiler "):
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self.dev.compiler.compile(self.empty)
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def test_launch_speed(self):
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prg_bin = self.dev.compiler.compile(self.empty)
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prg = self.dev.runtime("test", prg_bin)
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for _ in range(10): prg() # ignore first launches
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with Timing("launch 1000x "):
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for _ in range(1000): prg()
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with Timing("launch 1000x with wait "):
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for _ in range(1000): prg(wait=True)
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def test_profile_launch_speed(self):
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prg_bin = self.dev.compiler.compile(self.empty)
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prg = self.dev.runtime("test", prg_bin)
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for _ in range(10): prg() # ignore first launches
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with Profiling():
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for _ in range(1000): prg()
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if __name__ == '__main__':
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unittest.main()
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