PyTorch 1.8 adds AMD ROCm support

This page summarizes the projects mentioned and recommended in the original post on /r/Amd
Deep Learning Blas neural-network Rocm Autograd

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  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

  • ROCm

    Discontinued AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]

    • https://github.com/RadeonOpenCompute/ROCm#Hardware-and-Software-Support

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • rocBLAS

    Next generation BLAS implementation for ROCm platform

    • Although the code is still there, support for (slightly) older devices are already suffering from lack of maintainence and bugs. For instance there's a bug causing gfx803 devices to produce wrong outputs starting from mid-2020, and I'm pretty sure they're never gonna fix it.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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