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oneAPI Elements
Languages
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DPC++
C++ compiler (clang++/LLVM based) with support for SYCL.
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hipSYCL++
Library-based implementation of SYCL
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Numba
Compiler for data parallel programming in Python
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DPCTL
Python bindings for SYCL classes
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Julia
Compiler for data parallel programming in Julia
Deep Learning
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TensorFlow
Deep learning framework
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PyTorch
Deep learning framework
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ONNX Runtime
Deep learning framework
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Apache MXNet
Deep learning framework
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PaddlePaddle
Deep learning framework
oneCCL
Communication primitives for distributed deep learning
oneDNN
Computation primitives for distributed deep learning
Data Science
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Modin
Accelerated Pandas
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Scikit-learn-intelex
Accelerated Scikit-learn
oneDAL
Accelerated machine learning algorithms for C++, Python, and Java
Ray Tracing, and Rendering
Libraries
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Ginkgo
High-performance linear algebra library, integrated into significant applications in the scientific domain such as deal.II, MFEM, OpenFOAM, HYTEG, Sundials, XGC, HiOp, and OpenCARP.
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dpNP
NumPy-like API accelerated with SYCL
Level Zero
Low-level runtime for oneAPI
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MPICH
High-performance implementation of MPI
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oneDPL
Library for implementing data parallel algorithms with DPC++
oneMKL
Math kernel library
oneTBB
Threading building blocks
Tools
HPCToolkit
Profiling toolkit from Rice University