wehub-resource-sync
52 lines
1.8 KiB
Python
52 lines
1.8 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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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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# default tolerance
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TOLERANCE = {
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"float16": {
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"forward": {"rtol": 1e-3, "atol": 1e-3},
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"backward": {"rtol": 1e-3, "atol": 1e-3},
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"prim_backward": {"rtol": 1e-3, "atol": 1e-3},
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},
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"float32": {
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"forward": {"rtol": 1e-6, "atol": 1e-6},
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"backward": {"rtol": 1e-6, "atol": 1e-6},
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"prim_backward": {"rtol": 1e-6, "atol": 1e-6},
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},
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"float64": {
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"forward": {"rtol": 1e-15, "atol": 1e-15},
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"backward": {"rtol": 1e-15, "atol": 1e-15},
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"prim_backward": {"rtol": 1e-15, "atol": 1e-15},
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},
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}
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# this tolerance is for big composite ops like batch_norm.
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SUB_TOLERANCE = {
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"float16": {
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"forward": {"rtol": 1e-2, "atol": 1e-2},
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"backward": {"rtol": 1e-2, "atol": 1e-2},
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"prim_backward": {"rtol": 1e-2, "atol": 1e-2},
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},
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"float32": {
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"forward": {"rtol": 1e-5, "atol": 1e-5},
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"backward": {"rtol": 1e-5, "atol": 1e-5},
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"prim_backward": {"rtol": 1e-5, "atol": 1e-5},
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},
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"float64": {
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"forward": {"rtol": 1e-13, "atol": 1e-13},
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"backward": {"rtol": 1e-13, "atol": 1e-13},
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"prim_backward": {"rtol": 1e-13, "atol": 1e-13},
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},
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}
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