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Notebook documentation #3

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Merged
yashc73080 merged 2 commits into from
Mar 5, 2026
Merged

Notebook documentation #3

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3d5c460
train_steps documentation
yashc73080 Mar 5, 2026
3bf4148
Notebook device
yashc73080 Mar 5, 2026
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9 changes: 8 additions & 1 deletion EIANN/notebooks/explore_MNIST.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -62,6 +62,13 @@
"analyze_receptive_fields = None # ['H2E']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Set `train_steps` (above) to 20000 for full training and to replicate results in the paper. Set to 2000 for quick testing."
]
},
{
"cell_type": "code",
"execution_count": null,
Expand All @@ -74,7 +81,7 @@
" projection_config = network_config['projection_config']\n",
" training_kwargs = network_config['training_kwargs']\n",
"\n",
" return Network(layer_config, projection_config, seed=network_seed, **training_kwargs)"
" return Network(layer_config, projection_config, seed=network_seed, device='cpu', **training_kwargs)"
]
},
{
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4 changes: 2 additions & 2 deletions EIANN/notebooks/explore_spirals.ipynb
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Expand Up @@ -72,7 +72,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": null,
"id": "c77d577f",
"metadata": {},
"outputs": [
Expand Down Expand Up @@ -127,7 +127,7 @@
],
"source": [
"# Create network object\n",
"spiral_net = ut.build_EIANN_from_config(config_file_path, network_seed=network_seed)\n",
"spiral_net = ut.build_EIANN_from_config(config_file_path, network_seed=network_seed, device='cpu')\n",
"\n",
"# Train network\n",
"data_generator.manual_seed(data_seed)\n",
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