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Fix bug in bit_count and moe_gate_permute. by liuruyan · Pull Request #73539 · PaddlePaddle/Paddle · GitHub
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Fix bug in bit_count and moe_gate_permute. #73539
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你的PR提交成功,感谢你对开源项目的贡献! |
FeixLiu
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LGTM
A-nnonymous
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Jun 23, 2025
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PR Category
Operator Mechanism
PR Types
Bug fixes
Description
修复bit_count和moe_gate_dispatch_permute问题:
1. bit_count 相关问题:
输入x可以是二维情况,paddle infermeta中添加了额外的约束:x只能为1维,导致模型运行错误:
输出形状信息推导存在错误,导致后续算子infermeta出错,这里对齐eb中自定义算子shape推导信息:
2. moe_gate_dispatch_permute 问题:
inferMeta中存在错误约束,当存在可选输入corr_bias时,其shape[0]应对齐专家数即gate_logits.shape[1],而不是x_dims[0],因此导致模型报错:
TODO:模型输出类型并未对齐eb算子(应对齐输入x类型输出bf16,实际输出fp32,导致后续算子infermeta出错),未在infermeta中发现错误,暂时在组网中添加cast绕过:
pcard-67164