wehub-resource-sync
217 lines
4.7 KiB
YAML
217 lines
4.7 KiB
YAML
#
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# SPDX-FileCopyrightText: Copyright (c) 2022-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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# SPDX-License-Identifier: Apache-2.0
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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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---
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name: CustomQKVToContextPluginDynamic
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interface: "IPluginV3"
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versions:
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"4":
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inputs:
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- input
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outputs:
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- output
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input_dims:
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input: 5
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output_dims:
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output: "input_0, input_1, hidden_size_0, 1, 1"
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attributes:
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- type_id
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- hidden_size
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- num_heads
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- has_mask
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- dq_probs
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attribute_types:
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type_id: int32
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hidden_size: int32
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num_heads: int32
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has_mask: int32
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dq_probs: float32
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attribute_length:
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type_id: 1
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hidden_size: 1
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num_heads: 1
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has_mask: 1
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dq_probs: 1
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attribute_options:
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type_id:
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- 0
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- 1
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- 2
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hidden_size:
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min: "0"
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max: "=pinf"
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num_heads:
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min: "0"
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max: "=pinf"
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has_mask:
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- 0
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- 1
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dq_probs:
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min: "0"
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max: "=pinf"
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attribute_constraints:
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- "num_heads * k == hidden_size"
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attributes_required:
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- type_id
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- hidden_size
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- num_heads
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- has_mask
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golden_io_path: "plugin/CustomQKVToContextPluginDynamic_PluginGoldenIO.json"
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abs_tol: 1e-5
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rel_tol: 1e-5
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fp16_atol: 1e-2
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fp16_rtol: 1e-2
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configs:
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config1:
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input_types:
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input: float16
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attribute_options:
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type_id:
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value: 1
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shape: "1"
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hidden_size:
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value: 768
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shape: "1"
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num_heads:
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value: 12
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shape: "1"
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has_mask:
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value: 0
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shape: "1"
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output_types:
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output: float16
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config2:
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input_types:
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input: float16
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attribute_options:
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type_id:
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value: 1
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shape: "1"
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hidden_size:
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value: 1024
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shape: "1"
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num_heads:
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value: 16
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shape: "1"
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has_mask:
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value: 0
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shape: "1"
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output_types:
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output: float16
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config5:
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input_types:
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input: float16
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attribute_options:
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type_id:
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value: 1
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shape: "1"
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hidden_size:
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value: 384
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shape: "1"
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num_heads:
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value: 12
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shape: "1"
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has_mask:
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value: 0
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shape: "1"
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output_types:
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output: float16
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has_mask:
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input_types:
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input: float32
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input_mask: int32
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attribute_options:
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type_id:
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value: 0
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shape: "1"
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hidden_size:
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value: 3
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shape: "1"
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num_heads:
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value: 3
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shape: "1"
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has_mask:
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value: 1
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shape: "1"
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output_types:
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output: float32
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"5":
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inputs:
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- input
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- input_mask
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outputs:
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- output
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input_dims:
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input: 5
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input_mask: 1
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output_dims:
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output: "input_0, input_mask_0, hidden_size_0, 1, 1"
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attributes:
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- type_id
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- hidden_size
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- num_heads
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- has_mask
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- dq_probs
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- var_seqlen
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- use_int8_scale_max
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attribute_types:
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type_id: int32
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hidden_size: int32
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num_heads: int32
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has_mask: int32
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dq_probs: float32
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var_seqlen: int32
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use_int8_scale_max: int32
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attribute_length:
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type_id: 1
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hidden_size: 1
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num_heads: 1
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has_mask: 1
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dq_probs: 1
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var_seqlen: 1
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use_int8_scale_max: 1
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attribute_options:
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type_id:
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- 0
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- 1
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- 2
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hidden_size:
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min: "0"
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max: "=pinf"
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num_heads:
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min: "0"
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max: "=pinf"
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has_mask:
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- 0
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- 1
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dq_probs:
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min: "0"
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max: "=pinf"
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use_int8_scale_max:
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- 0
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- 1
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var_seqlen:
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- 0
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# - 1 # Disabled since SM specific tests are not supported yet
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attributes_required:
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- type_id
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- hidden_size
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- num_heads
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- has_mask
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# "3": #version3 - Not supported yet
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...
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