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feat: torch examples on cpu #375

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merged 3 commits into from
Oct 11, 2023
Merged

feat: torch examples on cpu #375

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e7d18d3
fix: torch on cpu only
ThibaultFy Oct 11, 2023
6382c80
fix: torch on cpu only
ThibaultFy Oct 11, 2023
767e132
fix: install torch cpu
ThibaultFy Oct 11, 2023
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5 changes: 4 additions & 1 deletion docs/source/examples/substrafl/get_started/run_mnist_torch.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -456,6 +456,7 @@
" index_generator=index_generator,\n",
" dataset=TorchDataset,\n",
" seed=seed,\n",
" use_gpu=False,\n",
" )"
]
},
Expand Down Expand Up @@ -574,6 +575,8 @@
"As a last step before launching our experiment, we need to specify the third parties dependencies required to run it.\n",
"The [Dependency](https://docs.substra.org/en/stable/substrafl_doc/api/dependency.html) object is instantiated in order to install the right libraries in\n",
"the Python environment of each organization.\n",
"\n",
"The CPU torch version is installed here to have a `Dependency` object as light as possible as we don't use GPUs (`use_gpu` set to `False`). Remove the `--extra-index-url` to install the cuda torch version.\n",
"\n"
]
},
Expand All @@ -587,7 +590,7 @@
"source": [
"from substrafl.dependency import Dependency\n",
"\n",
"dependencies = Dependency(pypi_dependencies=[\"numpy==1.24.3\", \"torch==2.0.1\", \"scikit-learn==1.3.1\"])"
"dependencies = Dependency(pypi_dependencies=[\"numpy==1.24.3\", \"scikit-learn==1.3.1\", \"torch==2.0.1\", \"--extra-index-url https://download.pytorch.org/whl/cpu\"])"
]
},
{
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3 changes: 2 additions & 1 deletion docs/source/examples/substrafl/go_further/run_mnist_cyclic.ipynb
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Expand Up @@ -819,6 +819,7 @@
" index_generator=index_generator,\n",
" dataset=TorchDataset,\n",
" seed=seed,\n",
" use_gpu=False,\n",
" )\n",
"\n",
"\n",
Expand Down Expand Up @@ -923,7 +924,7 @@
"source": [
"from substrafl.dependency import Dependency\n",
"\n",
"dependencies = Dependency(pypi_dependencies=[\"numpy==1.24.3\", \"torch==2.0.1\", \"scikit-learn==1.3.1\"])"
"dependencies = Dependency(pypi_dependencies=[\"numpy==1.24.3\", \"scikit-learn==1.3.1\", \"torch==2.0.1\", \"--extra-index-url https://download.pytorch.org/whl/cpu\"])"
]
},
{
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