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@dependabot dependabot bot commented on behalf of github Jan 5, 2026

Bumps paddlepaddle from 2.6.2 to 3.2.2.

Release notes

Sourced from paddlepaddle's releases.

PaddlePaddle 3.2.2 Release Note

重要更新

飞桨框架3.2.2版本在分布式并行、算子机制、硬件适配三个方面完成多项优化与升级,进一步提升框架性能与稳定性。

1. 分布式训练

  • 优化 FlexCheckpoint 的重切分通信流程; 为 paddle.nn.Layer 新增 full 接口, 用于返回完整模型参数; 支持加载 HuggingFace 开源格式的 Checkpoint。(#76249, #76291)
  • 为 group_sharded_optimizer_stage2 优化器新增 sharded_state_dict 函数。#76311
  • 为 paddle.load 接口修复加载 safetensor 文件 device_id 参数错误及 core_dump 问题。#76317
  • 新增 PipelineDatasetPreprocessor 机制,消除流水线并行策略中可能出现的内存泄漏问题。 #76260

2. 算子机制

  • 修复针对 BFloat16 list 场景下的 to_tensor 精度问题。 #76242

3. 硬件适配

  • 修改了独立的 XPU 内存监控模块,以确保与最新的内存监控逻辑保持一致。 #76056

4. 贡献者名单

qw86972190, xingmingyyj, zhangbo9674, zhangyuqin1998

Important Updates

PaddlePaddle Framework version 3.2.2 features multiple optimizations and upgrades across Distributed Parallelism, Operator Mechanism, and Hardware Adaptation to further enhance the framework's performance and stability.

1. Distributed Training

  • Optimized the communication process for re-sharding in FlexCheckpoint; added the full interface to paddle.nn.Layer for returning complete model parameters; supported loading Checkpoints in the HuggingFace open-source format. (#76249, #76291)
  • Added the sharded_state_dict function to the group_sharded_optimizer_stage2 optimizer. #76311
  • Fixed errors regarding the device_id parameter and a core dump issue when loading safetensor files using the paddle.load interface. #76317
  • Introduced the PipelineDatasetPreprocessor mechanism to eliminate potential memory leak issues in the pipeline parallelism strategy. #76260

2. Operator Mechanisms

  • Fixed a precision issue in to_tensor for BFloat16 list scenarios. #76242

3. Hardware Adaptation

  • Modified the independent XPU memory monitoring module to ensure consistency with the latest memory monitoring logic. #76056

4. List of Contributors

qw86972190, xingmingyyj, zhangbo9674, zhangyuqin1998

PaddlePaddle 3.2.0 Release Note

重要更新

飞桨框架3.2版本在大模型训练推理性能、硬件适配、主流大模型及高性能加速库的支持上进一步提升。

  • 大模型训练方面,飞桨框架在计算、并行策略、容错能力三方面进行了升级:
    • 从基础计算性能层面,提出了存算重叠的稀疏掩码注意力计算FlashMask V3,极致优化Attention的计算效率,同时还实现了高效的FP8混合精度效果无损训练技术。
    • 在分布式并行策略层面,提出了动态自适应的显存卸载策略,实现存算最优均衡,再结合创新设计的显存友好的流水线并行调度,进一步降低显存开销。
    • 增强了框架原生的容错能力,实现了大规模集群训练容错系统,可在不影响训练效率的前提下在线监测静默数据损坏等难以察觉的故障,并实现了高可用的检查点容灾方法,降低中断恢复损失。
  • 在硬件适配方面,面向类CUDA芯片,全面升级插件式适配方案。

... (truncated)

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Bumps [paddlepaddle](https://github.com/paddlepaddle/paddle) from 2.6.2 to 3.2.2.
- [Release notes](https://github.com/paddlepaddle/paddle/releases)
- [Changelog](https://github.com/PaddlePaddle/Paddle/blob/develop/RELEASE.md)
- [Commits](PaddlePaddle/Paddle@v2.6.2...v3.2.2)

---
updated-dependencies:
- dependency-name: paddlepaddle
  dependency-version: 3.2.2
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Jan 5, 2026
@dependabot dependabot bot requested a review from a team as a code owner January 5, 2026 08:20
@dependabot dependabot bot added the python Pull requests that update Python code label Jan 5, 2026
@github-actions github-actions bot added the category: dependency_changes Pull requests that update a dependency file label Jan 5, 2026
@sys-openvino-ci sys-openvino-ci added the ExternalPR External contributor label Jan 5, 2026
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