@@ -24,7 +24,8 @@ The images below include support for both CPU and GPU optimizations:
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| Tag(s) | Pytorch | IPEX | Driver | Dockerfile |
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| ---------------------- | -------- | -------------- | ------ | --------------- |
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- | ` 2.1.40-xpu-pip-base ` ,` 2.1.40-xpu ` | [ v2.1.0] | [ v2.1.40+xpu] | [ 914] | [ v0.4.0-Beta] |
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+ | ` 2.3.110-xpu-pip-base ` ,` 2.3.110-xpu ` | [ torch-2.3.1] | [ v2.3.110+xpu] | [ 950] | [ v0.4.0] |
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+ | ` 2.1.40-xpu-pip-base ` ,` 2.1.40-xpu ` | [ v2.1.0] | [ v2.1.40+xpu] | [ 914] | [ v0.4.0-Beta] |
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| ` 2.1.30-xpu ` | [ v2.1.0] | [ v2.1.30+xpu] | [ 803] | [ v0.4.0-Beta] |
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| ` 2.1.20-xpu ` | [ v2.1.0] | [ v2.1.20+xpu] | [ 803] | [ v0.3.4] |
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| ` 2.1.10-xpu ` | [ v2.1.0] | [ v2.1.10+xpu] | [ 736] | [ v0.2.3] |
@@ -37,7 +38,7 @@ docker run -it --rm \
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--device /dev/dri \
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-v /dev/dri/by-path:/dev/dri/by-path \
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--ipc=host \
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- intel/intel-extension-for-pytorch:2.1.40 -xpu
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+ intel/intel-extension-for-pytorch:2.3.110 -xpu
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```
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---
@@ -46,6 +47,7 @@ The images below additionally include [Jupyter Notebook](https://jupyter.org/) s
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| Tag(s) | Pytorch | IPEX | Driver | Jupyter Port | Dockerfile |
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| --------------------- | -------- | ------------- | ------ | ------------ | --------------- |
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+ | ` 2.3.110-xpu-pip-jupyter ` | [ torch-2.3.1] | [ v2.3.110+xpu] | [ 950] | ` 8888 ` | [ v0.4.0-Beta] |
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| ` 2.1.40-xpu-pip-jupyter ` | [ v2.1.0] | [ v2.1.40+xpu] | [ 914] | ` 8888 ` | [ v0.4.0-Beta] |
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| ` 2.1.20-xpu-pip-jupyter ` | [ v2.1.0] | [ v2.1.20+xpu] | [ 803] | ` 8888 ` | [ v0.3.4] |
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| ` 2.1.10-xpu-pip-jupyter ` | [ v2.1.0] | [ v2.1.10+xpu] | [ 736] | ` 8888 ` | [ v0.2.3] |
@@ -57,7 +59,7 @@ docker run -it --rm \
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-p 8888:8888 \
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--device /dev/dri \
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-v /dev/dri/by-path:/dev/dri/by-path \
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- intel/intel-extension-for-pytorch:2.1.40 -xpu-pip-jupyter
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+ intel/intel-extension-for-pytorch:2.3.110 -xpu-pip-jupyter
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```
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After running the command above, copy the URL (something like ` http://127.0.0.1:$PORT/?token=*** ` ) into your browser to access the notebook server.
@@ -270,6 +272,12 @@ The images below are [TorchServe*] with CPU Optimizations:
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For more details, follow the procedure in the [TorchServe](https://github.com/pytorch/serve/blob/master/examples/intel_extension_for_pytorch/README.md) instructions.
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+ The images below are [TorchServe* ] with XPU Optimizations:
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+
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+ | Tag(s) | Pytorch | IPEX | Dockerfile |
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+ | ------------------- | -------- | ------------ | --------------- |
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+ | ` 2.3.110-serving-xpu` | [torch-2.3.1] | [v2.3.110+xpu] | [v0.4.0-Beta] |
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+
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# # CPU only images with Intel® Distribution for Python*
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The images below are built only with CPU optimizations (GPU acceleration support was deliberately excluded) and include [Intel® Distribution for Python* ]:
@@ -308,6 +316,7 @@ The images below are built only with CPU and GPU optimizations and include [Inte
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| Tag(s) | Pytorch | IPEX | Driver | Dockerfile |
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| ---------------- | -------- | ------------ | -------- | ------ |
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+ | ` 2.3.110-xpu-idp-base` | [torch-v2.3.1] | [v2.3.110+xpu] | [950] | [v0.4.0-Beta] |
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| ` 2.1.40-xpu-idp-base` | [v2.1.0] | [v2.1.40+xpu] | [914] | [v0.4.0-Beta] |
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| ` 2.1.30-xpu-idp-base` | [v2.1.0] | [v2.1.30+xpu] | [803] | [v0.4.0-Beta] |
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| ` 2.1.10-xpu-idp-base` | [v2.1.0] | [v2.1.10+xpu] | [736] | [v0.2.3] |
@@ -316,6 +325,7 @@ The images below additionally include [Jupyter Notebook](https://jupyter.org/) s
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| Tag(s) | Pytorch | IPEX | Driver | Jupyter Port | Dockerfile |
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| --------------------- | -------- | ------------- | ------ | ------------ | --------------- |
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+ | ` 2.3.110-xpu-idp-jupyter` | [torch-v2.3.1] | [v2.3.110+xpu] | [950] | ` 8888` | [v0.4.0-Beta] |
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| ` 2.1.40-xpu-idp-jupyter` | [v2.1.0] | [v2.1.40+xpu] | [914] | ` 8888` | [v0.4.0-Beta] |
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| ` 2.1.20-xpu-idp-jupyter` | [v2.1.0] | [v2.1.20+xpu] | [803] | ` 8888` | [v0.3.4] |
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| ` 2.1.10-xpu-idp-jupyter` | [v2.1.0] | [v2.1.10+xpu] | [736] | ` 8888` | [v0.2.3] |
@@ -384,6 +394,7 @@ It is the image user's responsibility to ensure that any use of The images below
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[v0.2.3]: https://github.com/intel/ai-containers/blob/v0.2.3/pytorch/Dockerfile
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[v0.1.0]: https://github.com/intel/ai-containers/blob/v0.1.0/pytorch/Dockerfile
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+ [v2.3.110+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.3.110%2Bxpu
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[v2.1.40+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.40%2Bxpu
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[v2.1.30+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.30%2Bxpu
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[v2.1.20+xpu]: https://github.com/intel/intel-extension-for-pytorch/releases/tag/v2.1.20%2Bxpu
@@ -399,6 +410,8 @@ It is the image user's responsibility to ensure that any use of The images below
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[v2.0.1]: https://github.com/pytorch/pytorch/releases/tag/v2.0.1
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[v2.0.0]: https://github.com/pytorch/pytorch/releases/tag/v2.0.0
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+ [torch-v2.3.1]: https://github.com/pytorch/pytorch/tree/v2.3.1
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[v3.0]: https://github.com/intel/neural-compressor/releases/tag/v3.0
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[v2.6]: https://github.com/intel/neural-compressor/releases/tag/v2.6
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[v2.4.1]: https://github.com/intel/neural-compressor/releases/tag/v2.4.1
@@ -422,6 +435,7 @@ It is the image user's responsibility to ensure that any use of The images below
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<!-- HuggingFace transformers releases -->
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[v4.44.0]: https://github.com/huggingface/transformers/releases/tag/v4.44.0
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+ [950]: https://dgpu-docs.intel.com/releases/stable_950_13_20240814.html
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[914]: https://dgpu-docs.intel.com/releases/stable_914_33_20240730.html
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[803]: https://dgpu-docs.intel.com/releases/LTS_803.29_20240131.html
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[736]: https://dgpu-docs.intel.com/releases/stable_736_25_20231031.html
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