From 41d03580b44f23e5ad6dac55b0f2467f89db376a Mon Sep 17 00:00:00 2001
From: zhoufan37 <zhoufan37@h-partners.com>
Date: Tue, 22 Mar 2022 16:16:38 +0800
Subject: [PATCH] modified codecheckkmr Operator

---
 test/test_network_ops/test_normalize_batch.py            | 2 +-
 test/test_network_ops/test_npu_giou.py                   | 2 +-
 test/test_network_ops/test_npu_giou_backward.py          | 2 +-
 test/test_network_ops/test_npu_linear.py                 | 3 ++-
 test/test_network_ops/test_npu_linear_backward.py        | 2 +-
 test/test_network_ops/test_npu_pad.py                    | 2 +-
 test/test_network_ops/test_ones.py                       | 2 +-
 test/test_network_ops/test_pdist.py                      | 2 +-
 test/test_network_ops/test_prelu.py                      | 2 +-
 test/test_network_ops/test_prelu_backward.py             | 2 +-
 test/test_network_ops/test_prod.py                       | 2 +-
 test/test_network_ops/test_put.py                        | 2 +-
 test/test_network_ops/test_qr.py                         | 2 +-
 test/test_network_ops/test_quantize_per_channel.py       | 2 +-
 test/test_network_ops/test_quantize_per_tensor.py        | 2 +-
 test/test_network_ops/test_random_choice_with_mask.py    | 2 +-
 test/test_network_ops/test_randperm.py                   | 2 +-
 test/test_network_ops/test_reflection_pad1d.py           | 2 +-
 test/test_network_ops/test_reflection_pad2d.py           | 2 +-
 test/test_network_ops/test_reflection_pad2d_backward.py  | 2 +-
 test/test_network_ops/test_remainder.py                  | 3 ++-
 test/test_network_ops/test_renorm.py                     | 2 +-
 test/test_network_ops/test_repeat.py                     | 2 +-
 test/test_network_ops/test_repeat_interleave.py          | 2 +-
 test/test_network_ops/test_replication_pad1d.py          | 2 +-
 test/test_network_ops/test_replication_pad2d.py          | 2 +-
 test/test_network_ops/test_replication_pad2d_backward.py | 2 +-
 test/test_network_ops/test_reshape.py                    | 2 +-
 test/test_network_ops/test_roi_align_backward.py         | 3 ++-
 test/test_network_ops/test_roll.py                       | 2 +-
 test/test_network_ops/test_roll_6d.py                    | 2 +-
 test/test_network_ops/test_rotated_iou.py                | 2 +-
 test/test_network_ops/test_rotated_overlaps.py           | 2 +-
 test/test_network_ops/test_round.py                      | 2 +-
 test/test_network_ops/test_rrelu_with_noise.py           | 2 +-
 test/test_network_ops/test_rrelu_with_noise_backward.py  | 2 +-
 test/test_network_ops/test_rsqrt.py                      | 2 +-
 test/test_network_ops/test_rsub.py                       | 3 ++-
 38 files changed, 42 insertions(+), 38 deletions(-)

diff --git a/test/test_network_ops/test_normalize_batch.py b/test/test_network_ops/test_normalize_batch.py
index 2c84fc8a91..93e2042dfa 100644
--- a/test/test_network_ops/test_normalize_batch.py
+++ b/test/test_network_ops/test_normalize_batch.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_npu_giou.py b/test/test_network_ops/test_npu_giou.py
index 2581c89234..0f3c584237 100644
--- a/test/test_network_ops/test_npu_giou.py
+++ b/test/test_network_ops/test_npu_giou.py
@@ -16,8 +16,8 @@
 
 import math
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_npu_giou_backward.py b/test/test_network_ops/test_npu_giou_backward.py
index 1e6cde0bd6..2176fde593 100644
--- a/test/test_network_ops/test_npu_giou_backward.py
+++ b/test/test_network_ops/test_npu_giou_backward.py
@@ -16,8 +16,8 @@
 
 import math
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_npu_linear.py b/test/test_network_ops/test_npu_linear.py
index 45e66980d7..d9d4b022e2 100644
--- a/test/test_network_ops/test_npu_linear.py
+++ b/test/test_network_ops/test_npu_linear.py
@@ -11,9 +11,10 @@
 # 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.
+
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_npu_linear_backward.py b/test/test_network_ops/test_npu_linear_backward.py
index b7f6a1cf1c..252bf651eb 100644
--- a/test/test_network_ops/test_npu_linear_backward.py
+++ b/test/test_network_ops/test_npu_linear_backward.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_npu_pad.py b/test/test_network_ops/test_npu_pad.py
index 5ff36c7a99..83cbfac5e8 100644
--- a/test/test_network_ops/test_npu_pad.py
+++ b/test/test_network_ops/test_npu_pad.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_ones.py b/test/test_network_ops/test_ones.py
index 1c08ec9b4b..a78e30b7a4 100644
--- a/test/test_network_ops/test_ones.py
+++ b/test/test_network_ops/test_ones.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 from torch.nn import functional as F
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_pdist.py b/test/test_network_ops/test_pdist.py
index 90596e1f44..d08e7ea5bf 100644
--- a/test/test_network_ops/test_pdist.py
+++ b/test/test_network_ops/test_pdist.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_prelu.py b/test/test_network_ops/test_prelu.py
index bf4885dbe4..dd23be5c77 100644
--- a/test/test_network_ops/test_prelu.py
+++ b/test/test_network_ops/test_prelu.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_prelu_backward.py b/test/test_network_ops/test_prelu_backward.py
index 0e42898525..af8086cbe8 100644
--- a/test/test_network_ops/test_prelu_backward.py
+++ b/test/test_network_ops/test_prelu_backward.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_prod.py b/test/test_network_ops/test_prod.py
index 3ac716b90d..0f8f6c879a 100644
--- a/test/test_network_ops/test_prod.py
+++ b/test/test_network_ops/test_prod.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_put.py b/test/test_network_ops/test_put.py
index ec1463426b..5a852b7b88 100644
--- a/test/test_network_ops/test_put.py
+++ b/test/test_network_ops/test_put.py
@@ -14,8 +14,8 @@
 
 import copy
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_qr.py b/test/test_network_ops/test_qr.py
index cc527b272d..305ace812d 100644
--- a/test/test_network_ops/test_qr.py
+++ b/test/test_network_ops/test_qr.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_quantize_per_channel.py b/test/test_network_ops/test_quantize_per_channel.py
index f04463256c..fece13b229 100644
--- a/test/test_network_ops/test_quantize_per_channel.py
+++ b/test/test_network_ops/test_quantize_per_channel.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_quantize_per_tensor.py b/test/test_network_ops/test_quantize_per_tensor.py
index c7af4231fc..028ea64826 100644
--- a/test/test_network_ops/test_quantize_per_tensor.py
+++ b/test/test_network_ops/test_quantize_per_tensor.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_random_choice_with_mask.py b/test/test_network_ops/test_random_choice_with_mask.py
index 9d79606f92..8d4cdfafd5 100644
--- a/test/test_network_ops/test_random_choice_with_mask.py
+++ b/test/test_network_ops/test_random_choice_with_mask.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_randperm.py b/test/test_network_ops/test_randperm.py
index 0c1ae3b7c1..21684a5196 100644
--- a/test/test_network_ops/test_randperm.py
+++ b/test/test_network_ops/test_randperm.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_reflection_pad1d.py b/test/test_network_ops/test_reflection_pad1d.py
index 7f39ebe8c7..65abd45574 100644
--- a/test/test_network_ops/test_reflection_pad1d.py
+++ b/test/test_network_ops/test_reflection_pad1d.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_reflection_pad2d.py b/test/test_network_ops/test_reflection_pad2d.py
index 5fac72ead7..67bfc39d04 100644
--- a/test/test_network_ops/test_reflection_pad2d.py
+++ b/test/test_network_ops/test_reflection_pad2d.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_reflection_pad2d_backward.py b/test/test_network_ops/test_reflection_pad2d_backward.py
index e7285d48e8..7f7debffa2 100644
--- a/test/test_network_ops/test_reflection_pad2d_backward.py
+++ b/test/test_network_ops/test_reflection_pad2d_backward.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_remainder.py b/test/test_network_ops/test_remainder.py
index b28251efd0..101060d8e9 100644
--- a/test/test_network_ops/test_remainder.py
+++ b/test/test_network_ops/test_remainder.py
@@ -11,10 +11,11 @@
 # 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.
+
 import copy
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_renorm.py b/test/test_network_ops/test_renorm.py
index b18f43e2a8..11e68ea718 100644
--- a/test/test_network_ops/test_renorm.py
+++ b/test/test_network_ops/test_renorm.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_repeat.py b/test/test_network_ops/test_repeat.py
index 85ada44a5a..9def975dc1 100644
--- a/test/test_network_ops/test_repeat.py
+++ b/test/test_network_ops/test_repeat.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_repeat_interleave.py b/test/test_network_ops/test_repeat_interleave.py
index b984c78b22..e7412ea759 100644
--- a/test/test_network_ops/test_repeat_interleave.py
+++ b/test/test_network_ops/test_repeat_interleave.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_replication_pad1d.py b/test/test_network_ops/test_replication_pad1d.py
index 7351909892..b69eaf0e09 100644
--- a/test/test_network_ops/test_replication_pad1d.py
+++ b/test/test_network_ops/test_replication_pad1d.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_replication_pad2d.py b/test/test_network_ops/test_replication_pad2d.py
index d33248b1df..8834e0d98f 100644
--- a/test/test_network_ops/test_replication_pad2d.py
+++ b/test/test_network_ops/test_replication_pad2d.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_replication_pad2d_backward.py b/test/test_network_ops/test_replication_pad2d_backward.py
index f6214dadbd..e5acdcc19a 100644
--- a/test/test_network_ops/test_replication_pad2d_backward.py
+++ b/test/test_network_ops/test_replication_pad2d_backward.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_reshape.py b/test/test_network_ops/test_reshape.py
index f600ddad26..ed6f06f0db 100644
--- a/test/test_network_ops/test_reshape.py
+++ b/test/test_network_ops/test_reshape.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_roi_align_backward.py b/test/test_network_ops/test_roi_align_backward.py
index 1aa732138f..50fcdd8733 100644
--- a/test/test_network_ops/test_roi_align_backward.py
+++ b/test/test_network_ops/test_roi_align_backward.py
@@ -11,9 +11,10 @@
 # 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.
+
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_roll.py b/test/test_network_ops/test_roll.py
index fe4ab0e8c2..8f83e8016f 100644
--- a/test/test_network_ops/test_roll.py
+++ b/test/test_network_ops/test_roll.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_roll_6d.py b/test/test_network_ops/test_roll_6d.py
index da6a7a633f..8699a910bb 100644
--- a/test/test_network_ops/test_roll_6d.py
+++ b/test/test_network_ops/test_roll_6d.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_rotated_iou.py b/test/test_network_ops/test_rotated_iou.py
index b28fd33d39..bc2c27a3c3 100644
--- a/test/test_network_ops/test_rotated_iou.py
+++ b/test/test_network_ops/test_rotated_iou.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_rotated_overlaps.py b/test/test_network_ops/test_rotated_overlaps.py
index 035b748cd3..6ffe4d6a3b 100644
--- a/test/test_network_ops/test_rotated_overlaps.py
+++ b/test/test_network_ops/test_rotated_overlaps.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 
diff --git a/test/test_network_ops/test_round.py b/test/test_network_ops/test_round.py
index 7393d57ec3..0e7f5ddc20 100644
--- a/test/test_network_ops/test_round.py
+++ b/test/test_network_ops/test_round.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_rrelu_with_noise.py b/test/test_network_ops/test_rrelu_with_noise.py
index 28a904fd06..a27dfc6ac3 100644
--- a/test/test_network_ops/test_rrelu_with_noise.py
+++ b/test/test_network_ops/test_rrelu_with_noise.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_rrelu_with_noise_backward.py b/test/test_network_ops/test_rrelu_with_noise_backward.py
index e3ce328a9d..2c45ff7a0a 100644
--- a/test/test_network_ops/test_rrelu_with_noise_backward.py
+++ b/test/test_network_ops/test_rrelu_with_noise_backward.py
@@ -15,8 +15,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_rsqrt.py b/test/test_network_ops/test_rsqrt.py
index 7fb9924135..c5fb54f263 100644
--- a/test/test_network_ops/test_rsqrt.py
+++ b/test/test_network_ops/test_rsqrt.py
@@ -13,8 +13,8 @@
 # limitations under the License.
 
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
diff --git a/test/test_network_ops/test_rsub.py b/test/test_network_ops/test_rsub.py
index 6cb8fd3574..0557a52717 100644
--- a/test/test_network_ops/test_rsub.py
+++ b/test/test_network_ops/test_rsub.py
@@ -11,9 +11,10 @@
 # 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.
+
 import torch
-import torch_npu
 import numpy as np
+import torch_npu
 
 from torch_npu.testing.testcase import TestCase, run_tests
 from torch_npu.testing.common_utils import create_common_tensor
-- 
Gitee