Third-party support matrix#
2024-08-28
3 min read time
ROCm™ supports a variety of third-party libraries and frameworks. The supported versions have been tested so you can be assured that they function as expected. Non-supported third-party versions might work but haven’t been tested.
Deep learning#
ROCm releases support the most recent and two prior releases of PyTorch and
TensorFlow. For TensorFlow the exact version follows the <TensorFlowVersion>.<ROCmVersionWithoutCommas> format.
ROCm |
||
|---|---|---|
6.2.x |
1.13, 2.0, 2.1, 2.2, 2.3 |
2.14.1, 2.15.1, 2.16.1 |
6.1.x |
1.13, 2.0, 2.1 |
2.13.1, 2.14.0, 2.15.0 |
6.0.x |
1.13, 2.0, 2.1 |
2.12.1, 2.13.1, 2.14.0 |
5.7.x |
1.12.1, 1.13, 2.0, 2.1 |
2.12, 2.13, 2.14 |
5.6.x |
1.12.1, 1.13, 2.0, 2.1 |
2.12, 2.13, 2.14 |
5.5.x |
1.11, 1.12.1, 1.13, 2.0 |
2.10, 2.11, 2.12 |
5.4.x |
1.10.1, 1.11, 1.12.1, 1.13 |
2.8, 2.9, 2.10, 2.11 |
5.3.x |
1.10.1, 1.11, 1.12.1, 1.13 |
2.8, 2.9, 2.10 |
5.2.x |
1.10, 1.11, 1.12 |
2.7, 2.8, 2.9 |
5.1.3 |
1.9, 1.10, 1.11 |
2.7, 2.8, 2.9 |
5.0.2 |
1.8, 1.9, 1.10 |
2.6, 2.7, 2.8 |
Note
See the Compatibility matrix for an overview of deep learning framework support across ROCm releases.
Communication libraries#
ROCm supports OpenUCX, an open-source, production-grade communication framework for data-centric and high performance applications.
ROCm version |
UCX version |
|---|---|
>= 6.1.1 |
>= 1.15.0 |
<= 6.1.0, >= 5.5.0 |
>= 1.14.1 |
<= 5.4.x |
>= 1.14.0 |
The Unified Collective Communication (UCC) library also has support for ROCm devices.
ROCm version |
UCC version |
|---|---|
>= 6.1.0 |
>= 1.3.0 |
>= 5.6.0 |
>= 1.2.0 |
<= 5.5.x |
>= 1.1.0 |
Note
See the Compatibility matrix for an overview of support for third-party communication libraries across ROCm releases.
Algorithm libraries#
ROCm releases provide algorithm libraries with interfaces compatible with contemporary CUDA/NVIDIA HPC SDK alternatives.
Thrust → rocThrust
CUB → hipCUB
ROCm |
Thrust / CUB |
HPC SDK |
|---|---|---|
6.2.x |
2.2.0 |
22.9 |
6.1.x |
2.1.0 |
22.9 |
6.0.x |
2.0.1 |
22.9 |
5.7.x |
1.17.2 |
22.9 |
5.6.x |
1.17.2 |
22.9 |
5.5.x |
1.17 |
22.9 |
5.4.x |
1.16 |
22.9 |
5.3.x |
1.16 |
22.7 |
5.2.x |
1.15 |
22.2, 22.3 |
5.1.3 |
1.15 |
22.1 |
5.0.2 |
1.14 |
21.9 |
For the latest documentation of these libraries, refer to the ROCm API libraries.
Note
See the Compatibility matrix for an overview of algorithm library support across ROCm releases.