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JupyterLab
R
Docker stack
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7ae4bde5
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Commit
7ae4bde5
authored
1 month ago
by
Olivier Benz
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CUDA images: Update CUDA to v12.8.0
- CUDA images (amd64): Update TensorRT to v10.8.0.43
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9fa345e8
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CUDA.md
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CUDA.md
CUDA_VERSION_MATRIX.md
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CUDA_VERSION_MATRIX.md
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CUDA.md
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View file @
7ae4bde5
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@@ -224,7 +224,7 @@ docker run -it --rm \
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@@ -224,7 +224,7 @@ docker run -it --rm \
**What makes this project different:**
**What makes this project different:**
1.
Multi-arch:
`linux/amd64`
,
`linux/arm64/v8`
1.
Multi-arch:
`linux/amd64`
,
`linux/arm64/v8`
1.
Derived from
[
`nvidia/cuda:12.
6.3
-devel-ubuntu22.04`
](
https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=12.
6.3
-devel-ubuntu22.04
)
1.
Derived from
[
`nvidia/cuda:12.
8.0
-devel-ubuntu22.04`
](
https://hub.docker.com/r/nvidia/cuda/tags?page=1&name=12.
8.0
-devel-ubuntu22.04
)
*
including development libraries and headers
*
including development libraries and headers
1.
TensortRT and TensorRT plugin libraries
1.
TensortRT and TensorRT plugin libraries
*
including development libraries and headers
*
including development libraries and headers
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CUDA_VERSION_MATRIX.md
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7ae4bde5
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@@ -6,7 +6,7 @@ Topmost entry = Tag `latest`
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@@ -6,7 +6,7 @@ Topmost entry = Tag `latest`
| R | Python | SAGA[^1] | CUDA | cuBLAS | cuDNN | NCCL | TensorRT[^2] | Linux distro |
| R | Python | SAGA[^1] | CUDA | cuBLAS | cuDNN | NCCL | TensorRT[^2] | Linux distro |
|:------|:--------|:---------|:-------|:----------|:----------|:-------|:------------------------|:-------------|
|:------|:--------|:---------|:-------|:----------|:----------|:-------|:------------------------|:-------------|
| 4.4.2 | 3.12.8 | 7.3.0 | 12.
6.3
| 12.
6.4
.1
| 8.9.7.29 | 2.2
3.4
| 10.
7
.0.
2
3/
<br>
10.3.0.26 | Ubuntu 22.04 |
| 4.4.2 | 3.12.8 | 7.3.0 | 12.
8.0
| 12.
8.3
.1
4
| 8.9.7.29 | 2.2
5.1
| 10.
8
.0.
4
3/
<br>
10.3.0.26 | Ubuntu 22.04 |
| 4.4.1 | 3.12.7 | 7.3.0 | 12.6.2 | 12.6.3.3 | 8.9.7.29 | 2.23.4 | 10.6.0.26/
<br>
10.3.0.26 | Ubuntu 22.04 |
| 4.4.1 | 3.12.7 | 7.3.0 | 12.6.2 | 12.6.3.3 | 8.9.7.29 | 2.23.4 | 10.6.0.26/
<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[^3] | 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 |
...
@@ -24,6 +24,7 @@ Topmost entry = Tag `latest`
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@@ -24,6 +24,7 @@ Topmost entry = Tag `latest`
| Python | CUDA | PyTorch[^4] | TensorFlow[^5] |
| Python | CUDA | PyTorch[^4] | TensorFlow[^5] |
|:-------|:-----|:---------------|:----------------------|
|:-------|:-----|:---------------|:----------------------|
| 3.12 | 12.8 | version ≥ 2.2 | version ≥ 2.16 |
| 3.12 | 12.6 | version ≥ 2.2 | version ≥ 2.16 |
| 3.12 | 12.6 | version ≥ 2.2 | version ≥ 2.16 |
| 3.12 | 12.5 | version ≥ 2.2 | version ≥ 2.16 |
| 3.12 | 12.5 | version ≥ 2.2 | version ≥ 2.16 |
| 3.11 | 11.8 | version ≥ 2.0 | 2.15 ≥ version > 2.12 |
| 3.11 | 11.8 | version ≥ 2.0 | 2.15 ≥ version > 2.12 |
...
@@ -39,6 +40,7 @@ given.
...
@@ -39,6 +40,7 @@ given.
| CUDA | Linux driver version | Windows driver version[^6] |
| CUDA | Linux driver version | Windows driver version[^6] |
|:-------|:---------------------|:---------------------------|
|:-------|:---------------------|:---------------------------|
| 12.8.0 | ≥ 570.26 | ≥ 570.65 |
| 12.6.3 | ≥ 560.35.05 | ≥ 561.17 |
| 12.6.3 | ≥ 560.35.05 | ≥ 561.17 |
| 12.6.2 | ≥ 560.35.03 | ≥ 560.94 |
| 12.6.2 | ≥ 560.35.03 | ≥ 560.94 |
| 12.5.0 | ≥ 555.42.02 | ≥ 555.85 |
| 12.5.0 | ≥ 555.42.02 | ≥ 555.85 |
...
@@ -55,6 +57,7 @@ Only works with
...
@@ -55,6 +57,7 @@ Only works with
| CUDA | Driver version 535[^7] | Driver version 470[^8] |
| CUDA | Driver version 535[^7] | Driver version 470[^8] |
|:-------|:----------------------:|:----------------------:|
|:-------|:----------------------:|:----------------------:|
| 12.8.0 | 🟢 | 🔵 |
| 12.6.3 | 🟢 | 🔵 |
| 12.6.3 | 🟢 | 🔵 |
| 12.6.2 | 🟢 | 🔵 |
| 12.6.2 | 🟢 | 🔵 |
| 12.5.0 | 🟢 | 🔵 |
| 12.5.0 | 🟢 | 🔵 |
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