[co63oc]

PR Category

Operator Mechanism

PR Types

Bug fixes

Description

26 paddle.incubate.nn.functional.fused_bias_dropout_residual_layer_norm
https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/nn/functional/fused_bias_dropout_residual_layer_norm_cn.html#fused-bias-dropout-residual-layer-norm

输出与x相同，但是测试residual如果为0-size，和residual相同，修改infermeta，没有符号推导
反向填充0，PaddeAPITest为自定义规则
https://github.com/PFCCLab/PaddleAPITest/blob/ec3cd8547f76e608c492f8a7ddb941c64765d378/tester/paddle_to_torch/rules.py#L2256

PaddleAPITest测试通过

62 paddle.nn.functional.margin_cross_entropy
PFCCLab/PaddleAPITest#354

margin_cross_entropy 增加logits结尾维度不为0的检查

103 deform_conv2d
文档
https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/deform_conv2d_cn.html
输入输出说明

从文档查看，输入0-size，输出可能不是0-size，测试中有不同规则检查，没有找到对应测试用例，代码还是按填充编写

修改前向和反向，使用0填充
torch测试反向填充

import torch
import torchvision
_kwargs = {}
_kwargs["input"] = torch.randn([0, 2, 5, 5])
_kwargs["input"].requires_grad = True
_kwargs["offset"] = torch.randn([0, 18, 3, 3])
_kwargs["weight"] = torch.randn([1, 2, 3, 3])
_kwargs["weight"].requires_grad = True
_kwargs["bias"] = None
_kwargs["stride"] = [1, 1]
_kwargs["padding"] = [0, 0]
_kwargs["dilation"] = [1, 1]

result = torchvision.ops.deform_conv2d(**_kwargs)
result.sum().backward()
print(_kwargs["weight"].grad)

tensor([[[[0., 0., 0.],
          [0., 0., 0.],
          [0., 0., 0.]],

         [[0., 0., 0.],
          [0., 0., 0.],
          [0., 0., 0.]]]])

PaddleAPITest测试通过

错误中断是torch错误

104 distribute_fpn_proposals
增加单测

文档地址 https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/distribute_fpn_proposals_cn.html

PaddleAPITest 测试通过，错误为numpy error

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[codecov-commenter]

Codecov Report

❌ Patch coverage is 50.00000% with 2 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@b051c4a). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
paddle/phi/infermeta/fusion.cc	50.00%	1 Missing ⚠️
python/paddle/nn/functional/loss.py	50.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             develop   #74029   +/-   ##
==========================================
  Coverage           ?   50.00%           
==========================================
  Files              ?        2           
  Lines              ?        4           
  Branches           ?        0           
==========================================
  Hits               ?        2           
  Misses             ?        2           
  Partials           ?        0           

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[co63oc]

/re-run all-failed

[co63oc]

/re-run all-failed

[DanielSun11]

请解决下conflicts

[co63oc]

@DanielSun11 CI已完成需要review

[DanielSun11]

LGTM