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auto-differentiation/xad: XAD v2.1.0

Authors: Auto Differentiation Dev Team; Daniel Roth; Imrane Amri; Xcelerit Team; xcelerit-squad; Reda Ghouzraf; Jose Melo; +1 Authors

auto-differentiation/xad: XAD v2.1.0

Abstract

What's New xad-codegen JIT compilation support XAD now supports xad-codegen, a high-performance native code generation backend that compiles recorded computation graphs to optimized x86-64 machine code with AVX2 SIMD vectorization. New CMake option XAD_ENABLE_CODEGEN (default OFF) New CMake option XAD_CODEGEN_DIR to point to xad-codegen source directory xad::codegen::CodegenBackend and CodegenBackendAVX backend classes Updated LiborSwaptionPricerJIT sample xad-codegen is available under a separate commercial license. See XAD Enterprise for details.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average