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Android Leftovers

Radeon ROCm 1.9.1 vs. NVIDIA OpenCL Linux Plus RTX 2080 TensorFlow Benchmarks

Following the GeForce RTX 2080 Linux gaming benchmarks last week with now having that non-Ti variant, I carried out some fresh GPU compute benchmarks of the higher-end NVIDIA GeForce and AMD Radeon graphics cards. Here's a look at the OpenCL performance between the competing vendors plus some fresh CUDA benchmarks as well as NVIDIA GPU Cloud TensorFlow Docker benchmarks. This article provides a fresh look at the Linux GPU compute performance for NVIDIA and AMD. On the AMD side was the Linux 4.19 kernel paired with the ROCm 1.9.1 binary packages for Ubuntu 18.04 LTS. ROCm continues happily running well on the mainline kernel with the latest releases, compared to previously relying upon the out-of-tree/DKMS kernel modules for compute support on the discrete Radeon GPUS. ROCm 2.0 is still supposed to be released before year's end so there will be some fresh benchmarks coming up with that OpenCL 2.0+ implementation when the time comes. The Radeon CPUs tested were the RX Vega 56 and RX Vega 64 as well as tossing in the R9 Fury for some historical context. Read more