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Verified Commit d3fff050 authored by Olivier Benz's avatar Olivier Benz
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CUDA images (amd64): Update TensorRT to v10.5.0.18

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...@@ -4,44 +4,45 @@ Image tags = R versions ...@@ -4,44 +4,45 @@ Image tags = R versions
Topmost entry = Tag `latest` Topmost entry = Tag `latest`
| R | Python | SAGA[^1] | CUDA | cuBLAS | cuDNN | NCCL | TensorRT | Linux distro | | R | Python | SAGA[^1] | CUDA | cuBLAS | cuDNN | NCCL | TensorRT[^2] | Linux distro |
|:------|:--------|:---------|:-------|:----------|:----------|:-------|:----------|:-------------| |:------|:--------|:---------|:-------|:----------|:----------|:-------|:------------------------|:-------------|
| 4.4.1 | 3.12.7 | 7.3.0 | 12.6.1 | 12.6.1.4 | 8.9.7.29 | 2.23.4 | 10.3.0.26 | Ubuntu 22.04 | | 4.4.1 | 3.12.7 | 7.3.0 | 12.6.1 | 12.6.1.4 | 8.9.7.29 | 2.23.4 | 10.5.0.18/<br>10.3.0.26 | Ubuntu 22.04 |
| 4.4.0 | 3.12.4 | 7.3.0 | 12.5.0 | 12.5.2.13 | 8.9.7.29 | 2.21.5 | 10.0.1.6 | Ubuntu 22.04 | | 4.4.0 | 3.12.4 | 7.3.0 | 12.5.0 | 12.5.2.13 | 8.9.7.29 | 2.21.5 | 10.0.1.6 | Ubuntu 22.04 |
| 4.3.3 | 3.11.9 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.6.50 | 2.15.5 | 8.5.3[^2] | Ubuntu 22.04 | | 4.3.3 | 3.11.9 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.6.50 | 2.15.5 | 8.5.3[^3] | Ubuntu 22.04 |
| 4.3.2 | 3.11.8 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.6.50 | 2.15.5 | 8.5.3[^2] | Ubuntu 22.04 | | 4.3.2 | 3.11.8 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.6.50 | 2.15.5 | 8.5.3[^3] | Ubuntu 22.04 |
| 4.3.1 | 3.11.6 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.0.131 | 2.15.5 | 8.5.3[^2] | Ubuntu 22.04 | | 4.3.1 | 3.11.6 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.0.131 | 2.15.5 | 8.5.3[^3] | Ubuntu 22.04 |
| 4.3.0 | 3.11.4 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.0.131 | 2.15.5 | 8.5.3[^2] | Ubuntu 22.04 | | 4.3.0 | 3.11.4 | 7.3.0 | 11.8.0 | 11.11.3.6 | 8.9.0.131 | 2.15.5 | 8.5.3[^3] | Ubuntu 22.04 |
| 4.2.3 | 3.10.11 | n/a | 11.8.0 | 11.11.3.6 | 8.7.0.84 | 2.15.5 | 8.5.3[^2] | Ubuntu 22.04 | | 4.2.3 | 3.10.11 | n/a | 11.8.0 | 11.11.3.6 | 8.7.0.84 | 2.15.5 | 8.5.3[^3] | Ubuntu 22.04 |
| 4.2.2 | 3.10.10 | n/a | 11.8.0 | 11.11.3.6 | 8.7.0.84 | 2.16.2 | 8.5.3 | Ubuntu 20.04 | | 4.2.2 | 3.10.10 | n/a | 11.8.0 | 11.11.3.6 | 8.7.0.84 | 2.16.2 | 8.5.3 | Ubuntu 20.04 |
[^1]: qgisprocess image [^1]: qgisprocess image
[^2]: `amd64` only [^2]: amd64/arm64
[^3]: `amd64` only
## PyTorch/TensorFlow compatibility ## PyTorch/TensorFlow compatibility
| Python | CUDA | PyTorch[^3] | TensorFlow[^4] | | Python | CUDA | PyTorch[^4] | TensorFlow[^5] |
|:-------|:-----|:---------------|:----------------------| |:-------|:-----|:---------------|:----------------------|
| 3.12 | 12.6 | 2.2 ≤ version | 2.16 ≤ version | | 3.12 | 12.6 | 2.2 ≤ version | 2.16 ≤ version |
| 3.12 | 12.5 | 2.2 ≤ version | 2.16 ≤ version | | 3.12 | 12.5 | 2.2 ≤ version | 2.16 ≤ version |
| 3.11 | 11.8 | 2.0 ≤ version | 2.12 ≤ version < 2.15 | | 3.11 | 11.8 | 2.0 ≤ version | 2.12 ≤ version < 2.15 |
| 3.10 | 11.8 | 1.12 ≤ version | 2.8 ≤ version < 2.15 | | 3.10 | 11.8 | 1.12 ≤ version | 2.8 ≤ version < 2.15 |
[^3]: Installs its own CUDA binaries [^4]: Installs its own CUDA binaries
[^4]: The expected TensorRT version is symlinked to the installed TensorRT [^5]: The expected TensorRT version is symlinked to the installed TensorRT
version. version.
❗️ This relies on backwards compatibility of TensorRT, which may not always be ❗️ This relies on backwards compatibility of TensorRT, which may not always be
given. given.
## Recommended NVIDIA driver (Regular) ## Recommended NVIDIA driver (Regular)
| CUDA | Linux driver version | Windows driver version[^5] | | CUDA | Linux driver version | Windows driver version[^6] |
|:-------|:---------------------|:---------------------------| |:-------|:---------------------|:---------------------------|
| 12.6.1 | ≥ 560.35.03 | ≥ 560.94 | | 12.6.1 | ≥ 560.35.03 | ≥ 560.94 |
| 12.5.0 | ≥ 555.42.02 | ≥ 555.85 | | 12.5.0 | ≥ 555.42.02 | ≥ 555.85 |
| 11.8.0 | ≥ 520.61.05 | ≥ 520.06 | | 11.8.0 | ≥ 520.61.05 | ≥ 520.06 |
[^5]: [GPU support in Docker Desktop | Docker Docs](https://docs.docker.com/desktop/gpu/) [^6]: [GPU support in Docker Desktop | Docker Docs](https://docs.docker.com/desktop/gpu/)
[Nvidia GPU Support for Windows · Issue #19005 · containers/podman](https://github.com/containers/podman/issues/19005) [Nvidia GPU Support for Windows · Issue #19005 · containers/podman](https://github.com/containers/podman/issues/19005)
## Supported NVIDIA drivers (LTSB) ## Supported NVIDIA drivers (LTSB)
...@@ -50,7 +51,7 @@ Only works with ...@@ -50,7 +51,7 @@ Only works with
[NVIDIA Data Center GPUs](https://resources.nvidia.com/l/en-us-gpu) or [NVIDIA Data Center GPUs](https://resources.nvidia.com/l/en-us-gpu) or
[select NGC-Ready NVIDIA RTX boards](https://docs.nvidia.com/certification-programs/ngc-ready-systems/index.html). [select NGC-Ready NVIDIA RTX boards](https://docs.nvidia.com/certification-programs/ngc-ready-systems/index.html).
| CUDA | Driver version 535[^6] | Driver version 470[^7] | | CUDA | Driver version 535[^7] | Driver version 470[^8] |
|:-------|:----------------------:|:----------------------:| |:-------|:----------------------:|:----------------------:|
| 12.6.1 | 🟢 | 🟢 | | 12.6.1 | 🟢 | 🟢 |
| 12.5.0 | 🟢 | 🟢 | | 12.5.0 | 🟢 | 🟢 |
...@@ -59,5 +60,5 @@ Only works with ...@@ -59,5 +60,5 @@ Only works with
🟢: Works due to the CUDA forward compat package 🟢: Works due to the CUDA forward compat package
🟡: Supported due to backward compatibility 🟡: Supported due to backward compatibility
[^6]: EOL: June 2026 [^7]: EOL: June 2026
[^7]: EOL: July 2024 [^8]: EOL: July 2024
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