wehub-resource-sync
279 lines
6.0 KiB
YAML
279 lines
6.0 KiB
YAML
#
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# SPDX-FileCopyrightText: Copyright (c) 2023-2025 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: ModulatedDeformConv2d
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versions:
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"1":
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interface: "IPluginV2DynamicExt"
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inputs:
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- x
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- offset
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- mask
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- weight
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- bias
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outputs:
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- output
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input_dims:
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x: 4
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offset: 4
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mask: 4
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weight: 4
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bias: 1
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input_dim_constraints:
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- "offset_0 == x_0"
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- "mask_0 == x_0"
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- "bias_0 == weight_0"
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- "mask_2 == offset_2"
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- "mask_3 == offset_3"
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input_dim_range:
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x:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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offset:
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min: "=1, =2, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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mask:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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weight:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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bias:
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min: "=1"
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max: "=pinf"
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supported_input_types:
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combination1:
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x: float32
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offset: float32
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mask: float32
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weight: float32
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bias: float32
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combination2:
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x: float16
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offset: float16
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mask: float16
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weight: float16
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bias: float16
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output_dims:
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output: "mask_0, weight_0, mask_2, mask_3"
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attributes:
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- stride
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- padding
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- dilation
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- group
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- deformable_group
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attribute_types:
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stride: int32
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padding: int32
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dilation: int32
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group: int32
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deformable_group: int32
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attribute_dims:
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stride: 2
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padding: 2
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dilation: 2
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group: 1
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deformable_group: 1
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attribute_length:
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stride: 2
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padding: 2
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dilation: 2
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group: 1
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deformable_group: 1
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attribute_options:
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stride:
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min: "=1, =1"
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max: "=pinf, =pinf"
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padding:
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min: "=0, =0"
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max: "=pinf, =pinf"
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dilation:
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min: "=1, =1"
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max: "=pinf, =pinf"
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group:
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min: "=1"
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max: "=pinf"
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deformable_group:
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min: "=1"
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max: "=pinf"
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attribute_dim_range:
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stride:
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min: "=2"
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max: "=2"
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padding:
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min: "=2"
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max: "=2"
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dilation:
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min: "=2"
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max: "=2"
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group:
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min: "=1"
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max: "=1"
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deformable_group:
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min: "=1"
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max: "=1"
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attributes_required:
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- stride
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- padding
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- dilation
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- group
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- deformable_group
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golden_io_path: "plugin/CustomModulatedDeformConv2d_PluginGoldenIO.json"
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abs_tol: 1e-5
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rel_tol: 1e-5
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configs:
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config1:
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input_types:
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x: float32
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offset: float32
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mask: float32
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weight: float32
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bias: float32
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attribute_options: []
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output_types:
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output: float32
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"2":
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interface: "IPluginV3"
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inputs:
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- x
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- offset
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- mask
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- weight
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- bias
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outputs:
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- output
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input_dims:
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x: 4
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offset: 4
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mask: 4
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weight: 4
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bias: 1
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input_dim_constraints:
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- "offset_0 == x_0"
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- "mask_0 == x_0"
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- "bias_0 == weight_0"
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- "mask_2 == offset_2"
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- "mask_3 == offset_3"
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input_dim_range:
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x:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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offset:
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min: "=1, =2, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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mask:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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weight:
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min: "=1, =1, =1, =1"
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max: "=pinf, =pinf, =pinf, =pinf"
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bias:
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min: "=1"
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max: "=pinf"
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supported_input_types:
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combination1:
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x: float32
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offset: float32
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mask: float32
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weight: float32
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bias: float32
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combination2:
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x: float16
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offset: float16
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mask: float16
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weight: float16
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bias: float16
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output_dims:
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output: "mask_0, weight_0, mask_2, mask_3"
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attributes:
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- stride
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- padding
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- dilation
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- group
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- deformable_group
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attribute_types:
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stride: int32
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padding: int32
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dilation: int32
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group: int32
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deformable_group: int32
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attribute_dims:
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stride: 2
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padding: 2
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dilation: 2
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group: 1
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deformable_group: 1
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attribute_length:
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stride: 2
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padding: 2
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dilation: 2
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group: 1
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deformable_group: 1
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attribute_options:
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stride:
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min: "=1, =1"
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max: "=pinf, =pinf"
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padding:
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min: "=0, =0"
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max: "=pinf, =pinf"
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dilation:
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min: "=1, =1"
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max: "=pinf, =pinf"
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group:
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min: "=1"
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max: "=pinf"
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deformable_group:
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min: "=1"
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max: "=pinf"
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attribute_dim_range:
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stride:
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min: "=2"
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max: "=2"
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padding:
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min: "=2"
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max: "=2"
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dilation:
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min: "=2"
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max: "=2"
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group:
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min: "=1"
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max: "=1"
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deformable_group:
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min: "=1"
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max: "=1"
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attributes_required:
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- stride
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- padding
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- dilation
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- group
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- deformable_group
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golden_io_path: "plugin/CustomModulatedDeformConv2d_PluginGoldenIO.json"
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abs_tol: 1e-5
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rel_tol: 1e-5
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configs:
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config1:
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input_types:
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x: float32
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offset: float32
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mask: float32
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weight: float32
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bias: float32
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attribute_options: []
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output_types:
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output: float32
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...
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