feat: improve context and tensor implemention #4133
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Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
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| import phe | ||
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| try: | ||
| import gmpy2 | ||
| except: |
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| except: | |
| except BaseException: |
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
python/fate_arch/tensor/_tensor.py
Outdated
| f"keygen for kind<{kind}>-distributed<{self.distributed}>-device<{self.device}> is not implemented" | ||
| ) | ||
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| def random_tensor(self, shape, num_partition = 1) -> "FPTensor": |
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| def random_tensor(self, shape, num_partition = 1) -> "FPTensor": | |
| def random_tensor(self, shape, num_partition=1) -> "FPTensor": |
| # 1. remote deserializer with objs | ||
| ctx._push(parties, key, deserializer) | ||
| # 2. remote table | ||
| ctx._push(parties, deserializer.table_key, self._tensor) | ||
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| class PHETensor: |
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| class PHETensor: | |
| class PHETensor: |
| tensor = ctx._pull([party], self.table_key)[0] | ||
| return PHETensor(ctx, tensor) | ||
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| class FPTensorFederationDeserializer(FederationDeserializer): |
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Suggested change
| class FPTensorFederationDeserializer(FederationDeserializer): | |
| class FPTensorFederationDeserializer(FederationDeserializer): |
| # 1. remote deserializer with objs | ||
| ctx._push(parties, key, deserializer) | ||
| # 2. remote table | ||
| ctx._push(parties, deserializer.table_key, self._blocks_table) | ||
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| class PHETensorDistributed(PHETensorABC): |
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| class PHETensorDistributed(PHETensorABC): | |
| class PHETensorDistributed(PHETensorABC): |
| # 1. remote deserializer with objs | ||
| ctx._push(parties, key, deserializer) | ||
| # 2. remote table | ||
| ctx._push(parties, deserializer.table_key, self._blocks_table) | ||
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| class PaillierPHEEncryptorDistributed(PHEEncryptorABC): |
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| class PaillierPHEEncryptorDistributed(PHEEncryptorABC): | |
| class PaillierPHEEncryptorDistributed(PHEEncryptorABC): |
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| block_encrytor, block_decryptor = BlockPaillierCipher.keygen(**kwargs) | ||
| return ( | ||
| PaillierPHEEncryptorDistributed(block_encrytor), | ||
| PaillierPHEDecryptorDistributed(block_decryptor), | ||
| ) | ||
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| class PHETensorFederationDeserializer(FederationDeserializer): |
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Suggested change
| class PHETensorFederationDeserializer(FederationDeserializer): | |
| class PHETensorFederationDeserializer(FederationDeserializer): |
| tensor._is_transpose = self.is_transpose | ||
| return tensor | ||
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| class FPTensorFederationDeserializer(FederationDeserializer): |
There was a problem hiding this comment.
[autopep8] reported by reviewdog 🐶
Suggested change
| class FPTensorFederationDeserializer(FederationDeserializer): | |
| class FPTensorFederationDeserializer(FederationDeserializer): |
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
Signed-off-by: weiwee <wbwmat@gmail.com>
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