Added
- SCQL init release
CHANGELOGS
> Instrument:
>
> - Add `[Feature]` prefix for new features
> - Add `[Bugfix]` prefix for bug fixes
> - Add `[API]` prefix for API changes
staging
>
> please add your unreleased change here.
- [Improvement] Optimize exponential computation for semi2k (**experimental**)
- [Feature] Add more send/recv actions profiling
20240716
- [SPU] 0.9.2b0 release
- [Feature] Support jax.numpy.bitwise_count
- [Bugfix] Fix jax.numpy.signbit wrong answer with very large input
20240621
- [SPU] 0.9.1b0 release
- [Feature] Add ORAM based dynamic_slice for ABY3
- [Feature] Add Atan2Op support
- [API] Add beaver cache support for semi2k (**experimental**)
20240415
- [Feature] Add minimax approximation for log
- [Feature] Support jax.lax.top_k
- [Feature] Support round to nearest even
- [Improvement] Default log approximation to minmax
- [Improvement] Improve median performance
20240306
- [Feature] Support more generic Torch model inference
- [Improvement] Optimize one-time setup for yacl ot
- [Improvement] Optimize sort performance
- [Infra] Python 3.8 is no longer suppoted
- [Infra] Bump jax minimum version to 0.4.16
20240105
- [Feature] Add Odd-Even Merge Sort to replace the bitonic sort
- [Feature] Add radix sort support for ABY3
- [Feature] Integrate with secretflow/psi
- [Feature] Add Linux aarch64 support
- [Feature] Add equal support for SEMI2K and ABY3
- [Improvement] Optimize sort memory usage
- [Improvement] Improve compatibility with latest Jax
- [Bugfix] Fix compilation cache collision under certain cases
- [Deprecated] macOS 11.x is no longer supported
20231108
- [Bugfix] Fix compatibility with latest Jax
- [Feature] Improve memory efficiency during encode/decode data
- [Feature] Add radix sort support for SEMI2K
- [Feature] Experimental: ABY3 matmul CUDA support
- [Feature] Experimental: Private support under colocated mode
- [Feature] Add yacl ot support for Cheetah
20230906
- [SPU] 0.5.0 release
- [API] Update IO interface to support splitting large data into chunks
- [API] Add intrinsic function support
- [Feature] Add half type support
- [Feature] Add PSI progress report
- [Feature] Add SineOp/CosineOp support
- [Feature] Add complex support
20230705
- [SPU] 0.4.1 release
- [Improvement] Improve tanh performance
20230614
- [SPU] 0.4.0 release
- [Feature] Improve secret dynamic slicing performance
- [Feature] Improve accuracy of tanh approximation
- [Example] Add flax GPT2
- [Example] Add ResNet
- [Bugfix] Fix gen cache in unbalanced psi
- [Bugfix] Fix possible compilation cache collision
- [Improvement] Improve accuracy of mean with large size input
- [Improvement] Improve support of Jax 64bit mode
- [API] Add compiler options
20230406
- [SPU] 0.3.2 release
- [Feature] Add TrustedThirdParty beaver provider for semi2k
- [Feature] Expose ssl/tls options
- [Feature] Add EpsilonOp
- [Feature] Support CaseOp
- [Feature] Improve sort performance
- [Feature] Improve shift performance
- [Feature] Support shift by secret number of bits
- [Feature] Support secret indexing
- [Feature] Add PIR python binding
- [bugfix] Fix boolean ConstantOp
- [bugfix] Fix jnp.median
- [bugfix] Fix jnp.sort on floating point inputs
- [bugfix] Fix secret sort with public payloads
- [3p] Relax TensorFlow version in requirements.txt
- [3p] Move to OpenXLA
- [API] Move C++ API from spu to libspu
- [PSI] Add ecdh-oprf 2-party two stage mode.
20230104
- [SPU] 0.3.1 release
- [API] Add get_var_meta
- [API] Change ValueProto to bytes in Runtime/IO binding API
- [Feature] Add SPU logging
- [Feature] ECDH-PSI supports white box interconnection mode
- [Feature] Various performance improvements
- [Feature] Lift IfOp condition limit
- [bugfix] Fix various crashes
- [3p] Build with Tensorflow 2.11.0
- [3p] Update JAX to 0.4.1
20221116
- [SPU] 0.3.0 release
- [API] Add IR type for frontend compilation
- [Feature] Support SignOp, Expm1Op, DotGeneralOp
- [Feature] Improve convolution performance
- [Feature] Link Send/Recv python binding
- [bugfix] Relax iota type constraint
- [bugfix] Fix type inference for whileOp/dynamicUpdateSliceOp
- [bugfix] Relax clamp type constraint
- [bugfix] Fix NotOp with non-pred integer types
20220905
- [SPU] 0.2.4 release
- [bugfix] Fix Tensorflow example
- [miscs] Performance improvements
20220822
- [SPU] 0.2.1 release
- [Feature] Add compiler cache
- [Feature] Support bc22-pcg psi
- [API] Refactor psi api
- [miscs] Various performance improvements
20220727
- [SPU] 0.1.1 release
- [API] Added rsqrt support
- [bugfix] Fixed some crashes and wrong answers
20220527
- [SPU] 0.1.0 release
- [API] Add exp/log approximation configurations.
- [API] Change SigmoidMode enum value.
20220513
- [SPU] 0.0.10
- [Infra] Set minimum macOS requirements to 11.0
- [Feature] Performance improvements
- [Feature] Support SelectAndScatter.
20220511
- [SPU] 0.0.9 release
- [Feature] Add spu.binding.distributed.
- [API] Expose visibility to ValueProto.
- [bugfix] Fixed several vtype and dtype mismatches.
- [bugfix] Improve multiply accuracy under certain scenarios.
- [bugfix] Ensure dynamic-slice & dynamic-update-slice OOB behavior is aligned with XLA semantics.
20220427
- [SPU] 0.0.8.1 release
- [bugfix] Fix iota type mismatch.
20220425
- [SPU] 0.0.8 release
- [Feature] Add tanh support.
- [bugfix] Fix secret shift wrong answer.
20220424
- [SPU] 0.0.7.1 release
- [bugfix] Fix secret shift.
20220422
- [SPU] 0.0.7 release
- [Feature] Add python simulation module.
- [Feature] Support general sort comparator.
- [Feature] Support remainder operation.
- [Feature] Support arithmetic right shift operation.
- [API] Change DataType definition, support more accurate encoding.