AMD ROCm™ Software

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292 repositories

hipBLASLt
Public
hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library
machine-learning amd assembly matrix-multiplication blas hip gpu-computing gemm rocm
Assembly
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MIT License
•89•64•9•63•Updated Nov 27, 2024Nov 27, 2024
pytorch
Public
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch rocm
Python
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Other
•23k•219•103•32•Updated Nov 27, 2024Nov 27, 2024
TransformerEngine
Public
Python
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Other
•3•13•8•5•Updated Nov 27, 2024Nov 27, 2024
composable_kernel
Public
Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
C++
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Other
•129•321•28•43•Updated Nov 27, 2024Nov 27, 2024
timemory
Public
MIT License
•1•1•0•0•Updated Nov 27, 2024Nov 27, 2024
llvm-project
Public
This is the AMD-maintained fork of the LLVM git repository. This repository accepts pull requests and issues related to AMD fork-specific topics (amd/*). For all other issues/PRs, please submit upstream at https://github.com/llvm/llvm-project.
LLVM
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Other
•12k•123•32•15•Updated Nov 27, 2024Nov 27, 2024
rocm-examples
Public
A collection of examples for the ROCm software stack
C++
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MIT License
•42•170•6•3•Updated Nov 27, 2024Nov 27, 2024
rocWMMA
Public
rocWMMA
C++
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MIT License
•26•93•2•2•Updated Nov 27, 2024Nov 27, 2024
rocm-cmake
Public
CMake modules used within the ROCm libraries
CMake
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MIT License
•43•60•5•14•Updated Nov 27, 2024Nov 27, 2024
rocThrust
Public
ROCm Thrust - run Thrust dependent software on AMD GPUs
C++
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Apache License 2.0
•47•102•3•8•Updated Nov 27, 2024Nov 27, 2024
rocSPARSE
Public
Next generation SPARSE implementation for ROCm platform
C++
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MIT License
•56•117•2•0•Updated Nov 27, 2024Nov 27, 2024
rocSOLVER
Public
Next generation LAPACK implementation for ROCm platform
linear-algebra lapack rocm
C++
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Other
•53•96•0•15•Updated Nov 27, 2024Nov 27, 2024
rocRAND
Public
RAND library for HIP programming language
random rng hip rocm gpu cuda
C++
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MIT License
•69•111•2•7•Updated Nov 27, 2024Nov 27, 2024
rocPyDecode
Public
rocPyDecode is a set of Python bindings to rocDecode C++ library which provides full HW acceleration for video decoding on AMD GPUs.
C++
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MIT License
•7•2•1•1•Updated Nov 27, 2024Nov 27, 2024
rocPRIM
Public
ROCm Parallel Primitives
amd gpu parallel cuda primitive hip rocm
C++
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MIT License
•69•163•1•7•Updated Nov 27, 2024Nov 27, 2024
rocFFT
Public
Next generation FFT implementation for ROCm
fast amd fourier transform fft hip rocm gpu
C++
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Other
•84•179•1•4•Updated Nov 27, 2024Nov 27, 2024
rocDecode
Public
rocDecode is a high performance video decode SDK for AMD hardware
C++
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Other
•16•13•2•4•Updated Nov 27, 2024Nov 27, 2024
rocBLAS
Public
Next generation BLAS implementation for ROCm platform
blas hip rocm
C++
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Other
•167•347•7•1•Updated Nov 27, 2024Nov 27, 2024
rocALUTION
Public
Next generation library for iterative sparse solvers for ROCm platform
cplusplus fortran opencl solver openmp mpi cuda sparse
C++
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MIT License
•39•77•2•3•Updated Nov 27, 2024Nov 27, 2024
rocAL
Public
The AMD rocAL is designed to efficiently decode and process images and videos from a variety of storage formats and modify them through a processing graph programmable by the user.
C++
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MIT License
•14•11•8•5•Updated Nov 27, 2024Nov 27, 2024
rccl-rdma-sharp-plugins
Public
C
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BSD 3-Clause "New" or "Revised" License
•4•2•0•0•Updated Nov 27, 2024Nov 27, 2024
omnitrace
Public
Omnitrace: Application Profiling, Tracing, and Analysis
python linux profiler tracing performance-metrics performance-analysis profiling performance-monitoring code-coverage hardware-counters
C++
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MIT License
•27•300•13•4•Updated Nov 27, 2024Nov 27, 2024
rccl
Public
ROCm Communication Collectives Library (RCCL)
C++
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Other
•122•273•10•20•Updated Nov 27, 2024Nov 27, 2024
rocprofiler-compute
Public
Advanced Profiling and Analytics for AMD Hardware
linux hpc performance-analysis profiling hardware-counters gpu-kernels
Python
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MIT License
•50•138•50•11•Updated Nov 27, 2024Nov 27, 2024
hipTensor
Public
AMD’s C++ library for accelerating tensor primitives
C++
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MIT License
•17•35•0•5•Updated Nov 27, 2024Nov 27, 2024
hipSPARSELt
Public
C++
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MIT License
•14•11•0•7•Updated Nov 27, 2024Nov 27, 2024
hipSPARSE
Public
ROCm SPARSE marshalling library
C++
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MIT License
•42•69•1•4•Updated Nov 27, 2024Nov 27, 2024
hipSOLVER
Public
ROCm SOLVER marshalling library
C++
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MIT License
•24•24•0•2•Updated Nov 27, 2024Nov 27, 2024
hipfort
Public
Fortran interfaces for ROCm libraries
fortran gpu random solver cuda interoperability gpgpu sparse blas fft
Fortran
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Other
•38•71•15•6•Updated Nov 27, 2024Nov 27, 2024
hipRAND
Public
Random number library that generate pseudo-random and quasi-random numbers.
C++
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MIT License
•24•24•0•5•Updated Nov 27, 2024Nov 27, 2024