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Hotfix pylint #3615

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merged 1 commit into from
Jul 24, 2019
Merged

Hotfix pylint #3615

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12 changes: 9 additions & 3 deletions topi/python/topi/testing/pool_grad_python.py
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Original file line number Diff line number Diff line change
Expand Up @@ -14,11 +14,17 @@
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
# pylint: disable=invalid-name, unused-argument, unused-variable
"""Gradient of pooling in python"""
import numpy as np


def pool_grad_nchw(a_np, out_grad_np, pool_size, strides, padding, pool_type, ceil_mode,
def pool_grad_nchw(a_np, out_grad_np,
pool_size,
strides,
padding,
pool_type,
ceil_mode,
count_include_pad=True):
"""pool_grad for NCHW layout in python"""
dtype = a_np.dtype
Expand Down Expand Up @@ -47,8 +53,8 @@ def pool_grad_nchw(a_np, out_grad_np, pool_size, strides, padding, pool_type, ce
# take the first element, as they are the same across batch and channel
pad_count = pad_count.ravel()[0]
pad_pool_grad_np[:, :, i*sh:i*sh+kh, j*sw:j*sw+kw] += \
out_grad_np[:, :, i, j].reshape(n,ic,1,1) / np.maximum(pad_count, 1)
elif pool_type =='max':
out_grad_np[:, :, i, j].reshape(n, ic, 1, 1) / np.maximum(pad_count, 1)
elif pool_type == 'max':
for i in range(oh):
for j in range(ow):
a_patch = pad_np[:, :, i*sh:i*sh+kh, j*sw:j*sw+kw]
Expand Down