text: # Licensed to the Apache Software Foundation (ASF) under one
  # or more contributor license agreements.  See the NOTICE file
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  # to you 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
  #
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  # 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
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  """TOPI Testing Util functions.
  
  Used to verify the correctness of operators in TOPI .
  """
  from __future__ import absolute_import as _abs
  
  from .conv1d_ncw_python import conv1d_ncw_python
  from .conv2d_hwcn_python import conv2d_hwcn_python
  from .conv2d_nchw_python import conv2d_nchw_python
  from .conv2d_nhwc_python import conv2d_nhwc_python
  from .conv3d_ncdhw_python import conv3d_ncdhw_python
  from .conv3d_ndhwc_python import conv3d_ndhwc_python
  from .conv3d_transpose_ncdhw_python import conv3d_transpose_ncdhw_python
  from .conv2d_transpose_python import conv2d_transpose_nchw_python, conv2d_transpose_nhwc_python
  from .conv1d_transpose_ncw_python import conv1d_transpose_ncw_python
  from .correlation_nchw_python import correlation_nchw_python
  from .deformable_conv2d_nchw_python import deformable_conv2d_nchw_python
  from .depthwise_conv2d_python import depthwise_conv2d_python_nchw, depthwise_conv2d_python_nhwc
  from .dilate_python import dilate_python
  from .softmax_python import softmax_python, log_softmax_python
  from .upsampling_python import upsampling_python, upsampling3d_python
  from .bilinear_resize_python import bilinear_resize_python
  from .trilinear_resize3d_python import trilinear_resize3d_python
  from .reorg_python import reorg_python
  from .roi_align_python import roi_align_nchw_python
  from .roi_pool_python import roi_pool_nchw_python
  from .lrn_python import lrn_python
  from .l2_normalize_python import l2_normalize_python
  from .gather_python import gather_python
  from .gather_nd_python import gather_nd_python
  from .strided_slice_python import strided_slice_python, strided_set_python
  from .batch_matmul import batch_matmul
  from .slice_axis_python import slice_axis_python
  from .sequence_mask_python import sequence_mask
  from .pool1d_python import pool1d_ncw_python
  from .pool3d_python import pool3d_ncdhw_python
  from .pool_grad_python import pool_grad_nchw
  from .one_hot import one_hot
  from .depth_to_space import depth_to_space_python
  from .space_to_depth import space_to_depth_python
  from .crop_and_resize_python import crop_and_resize_python
  from .common import get_injective_schedule, get_reduce_schedule, get_broadcast_schedule, \
      get_elemwise_schedule, get_conv2d_nchw_implement, dispatch
  from .adaptive_pool_python import adaptive_pool
  from .grid_sample_python import affine_grid_python, grid_sample_nchw_python
  from .matrix_set_diag import matrix_set_diag
  