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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "d6333170",
"metadata": {},
"outputs": [],
"source": [
"model_dir = 'models/LMD2'"
]
},
{
"cell_type": "markdown",
"id": "af7b15e2",
"metadata": {},
"source": [
"Plot losses:"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c0e63cfc",
"metadata": {},
"outputs": [],
"source": [
"from plots import plot_losses"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "12838fb7",
"metadata": {},
"outputs": [],
"source": [
"# Uncomment the losses that have to be plotted\n",
"losses = [\n",
" #'tot',\n",
" #'structure',\n",
" 'pitch',\n",
" 'dur',\n",
" #'reconstruction',\n",
" #'kld',\n",
" #'beta*kld'\n",
"]\n",
"plot_losses(model_dir, losses, plot_val=True)"
]
},
{
"cell_type": "markdown",
"id": "4c37d02c",
"metadata": {},
"source": [
"Plot accuracies:"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a50f86e0",
"metadata": {},
"outputs": [],
"source": [
"from plots import plot_accuracies"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b8d73b0d",
"metadata": {},
"outputs": [],
"source": [
"# Uncomment the accuracies that have to be plotted\n",
"accuracies = [\n",
" #'s_acc',\n",
" #'s_precision',\n",
" #'s_recall',\n",
" #'s_f1',\n",
" 'pitch',\n",
" 'pitch_drums',\n",
" 'pitch_non_drums',\n",
" #'dur',\n",
" #'note'\n",
"]\n",
"plot_accuracies(model_dir, accuracies, plot_val=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "81432128",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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