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[OSPP][PIR] Support Resnet50 for PIR #1377

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@qzylalala qzylalala commented Sep 7, 2024

  1. 目前完成了 full , full_int_array 的算子注册,还没有进行单元测试。
  2. 在实现 pir mapper 时发现 pir parser 缺少接口 (paddle2onnx/mapper/mapper.h)
  • Optype()
  • HasInput()
  • HasOutput()
  • GetInput()
  • GetOutput()
  • IsAttrVar()
  • GetAttrVar()
  • IsConstantInput()
  • IsConstant()
  • TryGetInputValue()
  • TryGetValue()
  1. 当前进行 ResNet50 测试,一共涉及到 10 个算子,目前都已注册到 PIR Mapper,但是转换逻辑还需要逐个适配到 PIR
  • conv2d
  • batch_norm
  • relu
  • pool2d
  • elementwise_add
  • full
  • full_int_array
  • scale
  • flatten_contiguous_range
  • matmul

@qzylalala qzylalala changed the title [OSPP][PIR] Support full_int_array [OSPP][PIR] Support Resnet50 for PIR Sep 8, 2024
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CLAassistant commented Sep 18, 2024

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All committers have signed the CLA.

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4 participants