wehub-resource-sync
26 lines
988 B
Python
26 lines
988 B
Python
# Copyright 2024 MIT Han Lab
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# SPDX-License-Identifier: Apache-2.0
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import torch
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def compare_results(name: str, result: torch.Tensor, ref_result: torch.Tensor):
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print(f"comparing {name}")
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diff = (result - ref_result).abs().view(-1)
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max_error_pos = diff.argmax()
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print(f"max error: {diff.max()}, mean error: {diff.mean()}")
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print(f"max error pos: {result.view(-1)[max_error_pos]} {ref_result.view(-1)[max_error_pos]}")
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