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PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

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### PR Category Execute Infrastructure ### PR Types Bug fixes ### Description ### 存在的问题: 输出tensor的numel超过int的最大值时出现int溢出进而出现访存越界 ### 修复方法: numel超过int 最大值时使用int64 否则使用用int32 ### 回测结果: ![image](https://github.com/user-attachments/assets/d87df2e7-ce41-487f-a3ce-b97c9668f0dd) cuda error 700 已经修复。有一些case报invalid arguement,这不是big Tensor造成的,是allclose不支持shape不同的输入Tensors pcard-67164

### PR Category Execute Infrastructure ### PR Types Bug fixes ### Description **报错:** ![image](https://github.com/user-attachments/assets/2f8da931-565b-48bc-8bf6-0918dc0b60f2) 报错是因为assign里面limit设置的太小了 **PaddleAPITest回测结果:** ![image](https://github.com/user-attachments/assets/3b24575f-0b60-4acc-8f70-b4d5ee4191ff) pcard-67164

### PR Category Execute Infrastructure ### PR Types Improvements ### Description 待修改 [0-size Tensor No.175] Add 0-size Tensor support for group_norm 修改前向和反向 infermeta没有修改 kernel修改cpu/gpu/xpu group和channel维度需要一致并大于0 PaddleAPITest 测试通过 ![image](https://github.com/user-attachments/assets/4f34031a-86ec-47c8-b5a2-f3f32ce09d05)

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### PR Category Performance Optimization ### PR Types New features ### Description Add offload activation.

### PR Category User Experience ### PR Types Others ### Description 迁移 device_event 到 fluid, fluid 头文件不在phi中包含

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### PR Category Execute Infrastructure ### PR Types Improvements ### Description pcard-67164

### PR Category Execute Infrastructure ### PR Types Improvements ### Description paddle.nn.functional.smooth_l1_loss PaddleAPITest 测试通过,增加单测 ![image](https://github.com/user-attachments/assets/ea29b63b-e630-403a-8d94-12f0d2267272)

### PR Category Execute Infrastructure ### PR Types Improvements ### Description paddle.incubate.softmax_mask_fuse_upper_triangle 修改GPU 前向和反向 infermeta 没有修改 PaddleAPITest测试通过 ![image](https://github.com/user-attachments/assets/3aacb778-1cd8-4b60-a0e6-9fe69c4e568c)

### PR Category Execute Infrastructure ### PR Types Improvements ### Description 修改前向和后向 infermeta没有修改 修改kernel CPU/GPU/XPU PaddleAPITest 为numpy error GPU numpy error ![image](https://github.com/user-attachments/assets/c6e0141c-6e7f-43ef-a1ac-586ad444ae40) CPU numpy error ![image](https://github.com/user-attachments/assets/5df5d257-24c4-41dc-8da6-aa5643d47a61)

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### PR Category Execute Infrastructure ### PR Types Improvements ### Description 180 paddle.nn.functional.hinge_embedding_loss GPU 测试通过 CPU 测试通过 182 paddle.nn.functional.kl_div GPU 测试通过 ![image](https://github.com/user-attachments/assets/5cc44601-4920-455d-b060-990fe0b14e75) CPU 测试通过 ![image](https://github.com/user-attachments/assets/67caadf8-f73e-43d1-a142-e81e7db7adec) 183 paddle.nn.functional.l1_loss GPU 测试通过 CPU...

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