Intel OneApi Developer Tools 2024.0.0.49563 / Parallel Studio

• All tools updated to the latest version.
• Intel® Parallel Studio XE 2020 Update 4 includes functional and security updates. Users
should update to the latest version.
• Intel® C/C++ Compiler:
o Added support for Intel® Advanced Matrix Extensions intrinsics.
• Intel® Cluster Checker:
o Added feature to propagate environment variables to all nodes using pdsh for
remote execution.
o Improvements to data collection and messaging for several frameworks.
o Changes to third-party components for resolution of CVEs to those
components.
• Intel® Data Analytics Acceleration Library:
o Improved Intel® DAAL and daal4py performance for certain algorithms.
o Acceleration of KNeighborsClassifier, RandomForestClassifier, and
RandomForestRegressor scikit-learn estimator.
o Conversion of trained XGBoost* and LightGBM* models into a daal4py Gradient
Boosted Trees model for fast prediction.
• Intel® Distribution for Python*:
o Releasing scikit-ipp 1.2.0 for image warping, image filtering, and morphological
operations with scikit-image like API.
Intel® Parallel Studio XE 2020 Update 4 Release Notes
6
o Releasing mkl_umath Python package for Intel technologies-powered NumPy
universal function.
o Added new features for some functions in scikit-learn.
• Intel® Fortran Compiler:
o Added support for Intel® Advanced Matrix Extensions intrinsics.
• Intel® Integrated Performance Primitives:
o Extended optimization for Intel® IPP CRC functions on 10th Generation Intel®
Core™ processor family.
o Extended optimizations for Intel® IPP Image Processing and Color Conversions
functions for selected algorithms for Intel® Advanced Vector Extensions 512
(Intel® AVX-512).
o Extended Intel® IPP Cryptography with ECDSA (Sign) and ECDHE for the NIST
curves p256r1 and p384r1.
• Intel® Math Kernel Library:
o Introduced Intel® Advanced Matrix Extensions (Intel® AMX) based GEMM with
MKL_ENABLE_INSTRUCTIONS=AVX512_E4.
• Intel® MPI Benchmarks:
o Bug fixes.
• Intel® MPI Library:
o Added Intel® Ethernet 800 series support.
o Added MPI + OpenMP offload examples.
o Added new algorithm for MPI_Sendrecv_replace
(I_MPI_ADJUST_SENDRECV_REPLACE=2).
• Intel® Trace Analyzer and Collector:
o Bug fixes.
• Intel® VTune™ Profiler:
o Added support for remote profiling of applications running in Amazon Web
Services* (AWS) EC2 instances.
o Source-level Memory Mapped I/O (MMIO) analysis now supports InfiniBand*
devices.
o Added support for 11th Gen Intel® Core™ processors code named Tiger Lake