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Summary: Implements a backprop-safe version of `torch.acos` that linearly extrapolates the function outside bounds. Below is a plot of the extrapolated acos for different bounds: {F611339485} Reviewed By: bottler, nikhilaravi Differential Revision: D27945714 fbshipit-source-id: fa2e2385b56d6fe534338d5192447c4a3aec540c
24 lines
612 B
Python
24 lines
612 B
Python
# Copyright (c) Facebook, Inc. and its affiliates. All rights reserved.
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from fvcore.common.benchmark import benchmark
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from test_acos_linear_extrapolation import TestAcosLinearExtrapolation
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def bm_acos_linear_extrapolation() -> None:
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kwargs_list = [
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{"batch_size": 1},
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{"batch_size": 100},
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{"batch_size": 10000},
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{"batch_size": 1000000},
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]
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benchmark(
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TestAcosLinearExtrapolation.acos_linear_extrapolation,
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"ACOS_LINEAR_EXTRAPOLATION",
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kwargs_list,
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warmup_iters=1,
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)
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if __name__ == "__main__":
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bm_acos_linear_extrapolation()
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