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lil profiling script
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23
test/external/external_benchmark_schedule.py
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23
test/external/external_benchmark_schedule.py
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from extra.models.resnet import ResNet50
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from tinygrad import Tensor
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from tinygrad.helpers import Profiling, Timing, getenv
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from tinygrad.engine.realize import lower_schedule
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if __name__ == "__main__":
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mdl = ResNet50()
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img = Tensor.empty(64, 3, 224, 224)
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PROFILE = getenv("PROFILE", 1)
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with Profiling(PROFILE):
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with Timing("***** model forward in "):
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out = mdl(img)
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with Profiling(PROFILE):
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with Timing("***** model schedule in "):
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sched = out.schedule()
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with Profiling(PROFILE):
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with Timing("***** model lower in "):
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ei = list(lower_schedule(sched))
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