Files
Aconity_ML_Expt1/act_plot.ipynb
2023-08-03 21:33:03 +01:00

361 lines
1.1 MiB

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from pathlib import Path\n",
"from itertools import product\n",
"from matplotlib import pyplot as plt\n",
"import torch\n",
"from custom_activations import (\n",
" SoftExp,\n",
" BMU,\n",
" ISRU,\n",
" ISRLU,\n",
" PBessel,\n",
" LeakyPReQU,\n",
" Sinusoid,\n",
" Modulo,\n",
" TriWave,\n",
" Gaussian,\n",
")\n",
"\n",
"plt.style.use(\"default\")\n",
"\n",
"out_path = Path(\"activation_plots\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"x = torch.arange(-5.0, 5.0, 0.01)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"vals = (-1.0, -0.5, 0.0, 0.5, 1.0)\n",
"\n",
"for alpha in vals:\n",
" y = SoftExp(alpha)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.title(\"SoftExp\")\n",
"plt.savefig(out_path / \"SoftExp.png\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = BMU()(x).detach()\n",
"plt.plot(x, y)\n",
"plt.title(\"BMU\")\n",
"plt.savefig(out_path / \"BMU.png\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = ISRU()(x).detach()\n",
"plt.plot(x, y)\n",
"plt.title(\"ISRU\")\n",
"plt.savefig(out_path / \"ISRU.png\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/cianh/Storage/Programming/Git_Projects/Aconity_ML_Test/custom_activations.py:133: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
" alpha = torch.tensor(alpha) if alpha is not None else nn.Parameter(torch.randn(1)) # noqa\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = ISRLU()(x).detach()\n",
"plt.plot(x, y)\n",
"plt.title(\"ISRLU\")\n",
"plt.savefig(out_path / \"ISRLU.png\")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = []\n",
"vals = (-1.0, 0.0, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = PBessel(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"PBessel\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"PBessel.png\")\n",
"plt.show() # To display the plot if you are working in an interactive environment."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = []\n",
"vals = (-1.0, 0.0, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = LeakyPReQU(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"LeakyPReQU\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"LeakyPReQU.png\")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = []\n",
"vals = (-1.0, -0.3, 0.3, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = Sinusoid(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"Sinusoid\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"Sinusoid.png\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = []\n",
"vals = (-1.0, -0.3, 0.3, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = Modulo(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"Modulo\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"Modulo.png\")"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"vals = (-1.0, -0.5, 0.0, 0.5, 1.0)\n",
"\n",
"for alpha in vals:\n",
" y = TriWave(alpha)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.title(\"TriWave\")\n",
"plt.savefig(out_path / \"TriWave.png\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def test(alpha):\n",
" # A parametric triangle wave function\n",
" def f(x):\n",
" return torch.abs(2 * (x / alpha - torch.floor(x / alpha + 0.5)))\n",
"\n",
" return f\n",
"\n",
"\n",
"y = []\n",
"vals = (-1.0, -0.3, 0.3, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = test(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"test\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"test.png\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = []\n",
"vals = (-1.0, -0.3, 0.3, 1.0)\n",
"for alpha, beta in product(vals, vals):\n",
" y = Gaussian(alpha, beta)(x).detach()\n",
" plt.plot(x, y, label=f\"alpha={alpha}, beta={beta}\")\n",
"\n",
"plt.title(\"Gaussian\")\n",
"plt.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n",
"plt.savefig(out_path / \"Gaussian.png\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": ".venv",
"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": "3.11.3"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}