Package Details: tensorflow-opt-rocm 2.15.0-8

Git Clone URL: https://aur.archlinux.org/tensorflow-rocm.git (read-only, click to copy)
Package Base: tensorflow-rocm
Description: Library for computation using data flow graphs for scalable machine learning (with ROCM and AVX CPU optimizations)
Upstream URL: https://www.tensorflow.org/
Licenses: Apache
Conflicts: tensorflow
Provides: tensorflow, tensorflow-rocm
Submitter: acxz
Maintainer: acxz
Last Packager: acxz
Votes: 11
Popularity: 0.018901
First Submitted: 2020-07-03 20:44 (UTC)
Last Updated: 2023-12-27 21:32 (UTC)

Required by (12)

Sources (3)

Pinned Comments

acxz commented on 2020-07-03 20:57 (UTC)

Development is on Github: https://github.com/rocm-arch/tensorflow-rocm Please open issues and PRs there instead of commenting.

Latest Comments

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dimitrisk commented on 2024-02-18 16:08 (UTC)

If you are having a linking error with unresolved "GraphExecKernelNodeSetParams" you can get the fix from here: https://github.com/dkarkoulis/tensorflow-rocm.git

You can merge my pull req https://github.com/rocm-arch/tensorflow-rocm/pull/67

dreieck commented on 2024-02-08 18:11 (UTC)

Can you place make the (bazel) download not cluttering the user's home directory (${HOME}/.cache/bazel) but to be placed unter ${srcdir}/, e.g. "${srcdir}/.bazel/"?

Regards and thanks for the package!

dreieck commented on 2024-02-08 16:38 (UTC) (edited on 2024-02-08 16:40 (UTC) by dreieck)

Can you please move all the download stuff out from build()?

If you cannot put it into the source array, please put it into prepare().

Loading: 
    Fetching repository @pypi; Restarting. 34s
    Fetching repository @python_x86_64-unknown-linux-gnu; starting 34s
    Fetching https://github.com/indygreg/python-build-standalone/releases/download/20231002/cpython-3.11.6+20231002-x86_64-unknown-linux-gnu-install_only.tar.gz; 15.9 MiB (16,681,357B) 33s
    Fetching repository @llvm-raw; starting 65s
    Fetching https://storage.googleapis.com/mirror.tensorflow.org/github.com/llvm/llvm-project/archive/49cb1595c1b3ae1de3684fea6148363c15bae12a.tar.gz; 21.8 MiB (22,876,377B) 64s
[...]

Regards and thanks for maintaining!

dreieck commented on 2024-02-08 16:37 (UTC)

prepare() prints out error messages (but continues): 

==> Starting prepare()...
bazel 6.1.0
/tmp/makepkg/yay/tensorflow-rocm/PKGBUILD: line 124: /opt/cuda/bin/nvcc: No such file or directory
sed: can't read /usr/include/cudnn_version.h: No such file or directory

Logrus commented on 2023-09-21 16:26 (UTC) (edited on 2023-09-21 16:27 (UTC) by Logrus)

does somebody knows about fixes for : error: Illegal instruction detected: Invalid dpp_ctrl value: broadcasts are not supported on GFX10+

Jotaf commented on 2023-08-29 12:36 (UTC)

@lubosz your compilations is taking ages, and mostly killing the machines I have tried it

lubosz commented on 2023-08-08 21:54 (UTC) (edited on 2023-08-08 21:55 (UTC) by lubosz)

Please merge my fixes for ROCm 5.6, llvm 16 and update to tensorflow 2.13: https://github.com/rocm-arch/tensorflow-rocm/pulls

Full working branch: https://github.com/lubosz/tensorflow-rocm/commits/master

mpeschel10 commented on 2023-05-31 23:45 (UTC)

Hi. I spent a long time trying to compile tensorflow-rocm but failed. However, you can also run the official rocm/tensorflow docker image, which works for me on Arch with no dependencies other than docker.

Link to the rocm tensorflow docker hub page

In summary:

sudo systemctl start systemd-timesyncd
sudo docker run -it --network=host --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size 16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v $HOME/dockerx:/dockerx rocm/tensorflow:latest

My more in depth tutorial here: https://github.com/mpeschel10/test-tensorflow-rocm

wuxxin commented on 2023-03-21 19:15 (UTC)

i do not use this version of tensorflow anymore, please feel free to adopt.

petronny commented on 2023-02-15 10:32 (UTC)

roctracer is needed to build this package. And after adding roctracer, I get the following error:

ERROR: /build/.cache/bazel/_bazel_builduser/602d407ea92ccabfb83888bc2779e990/external/bazel_tools/platforms/BUILD:84:6: in alias rule @bazel_tools//platforms:linux: Constraints from @bazel_tools//platforms have been removed. Please use constraints from @platforms repository embedded in Bazel, or preferably declare dependency on https://github.com/bazelbuild/platforms. See https://github.com/bazelbuild/bazel/issues/8622 for details.
ERROR: /build/.cache/bazel/_bazel_builduser/602d407ea92ccabfb83888bc2779e990/external/bazel_tools/platforms/BUILD:84:6: Analysis of target '@bazel_tools//platforms:linux' failed
ERROR: /build/tensorflow-amd/src/tensorflow-2.9.2-amd/tensorflow/tools/pip_package/BUILD:277:10: While resolving toolchains for target //tensorflow/tools/pip_package:build_pip_package: Target @local_execution_config_platform//:platform was referenced as a platform, but does not provide PlatformInfo
ERROR: Analysis of target '//tensorflow/tools/pip_package:build_pip_package' failed; build aborted: 
INFO: Elapsed time: 30.803s
INFO: 0 processes.
FAILED: Build did NOT complete successfully (7 packages loaded, 8 targets configured)
==> ERROR: A failure occurred in build().

https://github.com/arch4edu/cactus/actions/runs/4182687113/jobs/7246266093

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