EfficientNMSPlugin_PluginConfig.yaml

#
# SPDX-FileCopyrightText: Copyright (c) 2022-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
---
name: EfficientNMS_TRT
interface: "IPluginV2DynamicExt"
versions:
  "1":
    inputs:
      - boxes
      - scores
      - anchors
    outputs:
      - num_detections
      - detection_boxes
      - detection_scores
      - detection_classes
    attributes:
      - score_threshold
      - iou_threshold
      - max_output_boxes
      - background_class
      - score_activation
      - class_agnostic
      - box_coding
    attribute_types:
      score_threshold: float32
      iou_threshold: float32
      max_output_boxes: int32
      background_class: int32
      score_activation: int32
      class_agnostic: int32
      box_coding: int32
    attribute_length:
      score_threshold: 1
      iou_threshold: 1
      max_output_boxes: 1
      background_class: 1
      score_activation: 1
      class_agnostic: 1
      box_coding: 1
    attribute_options:
      score_threshold:
        min: "=0"
        max: "=pinf"
      iou_threshold:
        min: "0"
        max: "=pinf"
      max_output_boxes:
        min: "0"
        max: "=pinf"
      background_class:
        min: "=ninf"
        max: "=pinf"
      score_activation:
        - 0
        - 1
      class_agnostic:
        - 0
        - 1
      box_coding:
        - 0
        - 1
    attributes_required:
      - score_threshold
      - iou_threshold
      - max_output_boxes
      - background_class
      - score_activation
      - box_coding
    golden_io_path: "plugin/efficientNMSPlugin/EfficientNMSPlugin_PluginGoldenIO.json"
    abs_tol: 1e-5
    rel_tol: 1e-5
    configs:
      config1:
        input_types:
          boxes: float32
          scores: float32
        attribute_options:
          "background_class":
            value: -1
            shape: "1"
          "score_activation":
            value: 0
            shape: "1"
          "class_agnostic":
            value: 0
            shape: "1"
          "box_coding":
            value: 0
            shape: "1"
        output_types:
          num_detections: int32
          detection_boxes: float32
      class_agnostic:
        input_types:
          boxes: float32
          scores: float32
        attribute_options:
          "background_class":
            value: -1
            shape: "1"
          "score_activation":
            value: 0
            shape: "1"
          "class_agnostic":
            value: 1
            shape: "1"
          "box_coding":
            value: 0
            shape: "1"
        output_types:
          num_detections: int32
          detection_boxes: float32