{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "262a5ec8-2553-4237-ab62-319b6ca22089", "metadata": {}, "source": [ "# Example-57: Approximate invariants spread" ] }, { "cell_type": "code", "execution_count": 1, "id": "d8ee9886-1df6-42f7-90ae-b8d5f16ea034", "metadata": {}, "outputs": [], "source": [ "# In this example derivatives of approximate invariants spread with respect to parameters are computed\n", "# Given a set of initial conditions, an objective function can be constructed" ] }, { "cell_type": "code", "execution_count": 2, "id": "6c6e1350-b047-48a0-9bf0-c596f07a1fb8", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "\n", "from matplotlib import pyplot as plt\n", "\n", "from model.library.custom import Custom\n", "from model.library.line import Line\n", "\n", "from model.command.mapping import mapping\n", "from model.command.trajectory import trajectory\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize\n", "from model.command.wrapper import Wrapper" ] }, { "cell_type": "code", "execution_count": 3, "id": "fd073e05-60a4-4dd5-9b35-bc16298d8106", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0., 0., 0., 0.], dtype=torch.float64)\n", "tensor([0., 0., 0., 0.], dtype=torch.float64)\n" ] } ], "source": [ "# Define 4D symplectic transformation\n", "\n", "nux, nuy = torch.tensor([0.168, 0.201], dtype=torch.float64)\n", "mux, muy = 2*torch.pi*nux, 2*torch.pi*nuy\n", "cx, sx, cy, sy = mux.cos(), mux.sin(), muy.cos(), muy.sin()\n", "\n", "def transformation(x, k, dp=None):\n", " qx, px, qy, py, *_ = x\n", " return torch.stack([\n", " cx*qx + sx*(px + qx**2 - qy**2 + k*(qx**3 - 3*qx*qy**2)),\n", " cx*(px + qx**2 - qy**2 + k*(qx**3 - 3*qx*qy**2)) - sx*qx,\n", " cy*qy + sy*(py - 2*qx*qy + k*(-3*qx**2*qy + qy**3)),\n", " cy*(py - 2*qx*qy + k*(-3*qx**2*qy + qy**3)) - sy*qy\n", " ])\n", "\n", "k = torch.tensor(0.0, dtype=torch.float64)\n", "x = torch.tensor([0.0, 0.0, 0.0, 0.0], dtype=torch.float64)\n", "\n", "print(x)\n", "print(transformation(x, k))" ] }, { "cell_type": "code", "execution_count": 4, "id": "90f94747-cbaa-409b-8f35-70e1c5c19465", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0., 0., 0., 0.], dtype=torch.float64)\n" ] } ], "source": [ "# Define custom element using the above transformation\n", "\n", "custom = Custom('custom', transformation, ['k'])\n", "print(custom(x))" ] }, { "cell_type": "code", "execution_count": 5, "id": "b223da44-2fd6-45c9-add5-a35b726e9d94", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0., 0., 0., 0.], dtype=torch.float64)\n" ] } ], "source": [ "# Define line with a single custom element\n", "\n", "ring = Line('ring', [custom])\n", "print(ring(x))" ] }, { "cell_type": "code", "execution_count": 6, "id": "1e4c7fa2-bd7c-4103-ba48-641f426edd62", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0., 0., 0., 0.], dtype=torch.float64)\n", "tensor([0., 0., 0., 0.], dtype=torch.float64)\n" ] } ], "source": [ "# Test tracking \n", "\n", "k = torch.tensor(0, dtype=torch.float64)\n", "x = torch.tensor([0.001, -0.0001, -0.005, 0.0001], dtype=torch.float64)\n", "\n", "data = custom.data()\n", "data['k'] = k\n", "print(transformation(x, k) - custom(x, data=data))\n", "\n", "data = ring.data()\n", "data['custom']['k'] = k\n", "print(transformation(x, k) - ring(x, data=data))" ] }, { "cell_type": "code", "execution_count": 7, "id": "f0be2bde-e4b1-42ea-b1fe-594a9e94c9d2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0., 0., 0., 0.], dtype=torch.float64)\n" ] } ], "source": [ "# Test wrapper\n", "\n", "fn, *_ = mapping(ring, 0, 0, ('k', ['Custom'], None, None))\n", "\n", "print(transformation(x, k) - fn(x, k.unsqueeze(-1)))" ] }, { "cell_type": "code", "execution_count": 8, "id": "98d0b55d-5f2c-4278-ae77-4d7c744d6225", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[ 0.4927, 0.8702, 0.0000, 0.0000],\n", " [-0.8702, 0.4927, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.3030, 0.9530],\n", " [ 0.0000, 0.0000, -0.9530, 0.3030]], dtype=torch.float64)\n", "\n", "tensor([[ 0.4927, 0.8702, 0.0000, 0.0000],\n", " [-0.8702, 0.4927, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.3030, 0.9530],\n", " [ 0.0000, 0.0000, -0.9530, 0.3030]], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Test derivatives\n", "\n", "k = torch.tensor([0.0], dtype=torch.float64)\n", "x = torch.tensor([0.0, 0.0, 0.0, 0.0], dtype=torch.float64)\n", "\n", "print(torch.func.jacrev(transformation)(x, k.squeeze()))\n", "print()\n", "\n", "print(torch.func.jacrev(fn)(x, k))\n", "print()" ] }, { "cell_type": "code", "execution_count": 9, "id": "6d69270e-990f-45b3-8d2d-595139479b64", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Define and test trajectory generator\n", "\n", "fn = trajectory(ring, [0], ('k', ['Custom'], None, None))\n", "\n", "k = torch.tensor([0.0], dtype=torch.float64)\n", "x = torch.tensor([0.0, 0.0, 0.0, 0.0], dtype=torch.float64)\n", "\n", "print(fn(1, x, k))\n", "print()" ] }, { "cell_type": "code", "execution_count": 10, "id": "7ed4f8e0-4015-4085-8856-2a5560916811", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate and plot phase space trajectories in horizontal plane\n", "\n", "n = 2**12\n", "\n", "k = torch.tensor([0.0], dtype=torch.float64)\n", "\n", "qx = torch.linspace(0.00, 0.75, 32, dtype=torch.float64)\n", "px = torch.zeros_like(qx)\n", "qy = torch.zeros_like(qx)\n", "py = torch.zeros_like(qx)\n", "\n", "xs = torch.stack([qx, px, qy, py]).T\n", "\n", "out = torch.vmap(fn, in_dims=(None, 0, None))(n, xs, k)\n", "qxs, pxs, *_ = out.swapaxes(0, -1)\n", "\n", "plt.figure(figsize=(6, 6))\n", "for qx, px in zip(qxs.T, pxs.T):\n", " plt.errorbar(qx.cpu().numpy(), px.cpu().numpy(), fmt=' ', marker='o', ms=1, color='black')\n", "plt.xlim(-0.750, 1.000)\n", "plt.ylim(-0.875, 0.875)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "10280f33-5752-491e-8f88-10cd2d422908", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Test linear invariants conservation\n", "\n", "# Set approximate invariants\n", "\n", "def ix(qx, px, qy, py):\n", " return 0.5*(qx**2 + px**2)\n", "\n", "def iy(qx, px, qy, py):\n", " return 0.5*(qy**2 + py**2)\n", "\n", "# Generate trajectories\n", "\n", "n = 2**12\n", "\n", "k = torch.tensor([0.0], dtype=torch.float64)\n", "\n", "qx = torch.linspace(0.001, 0.250, 16, dtype=torch.float64)\n", "px = torch.zeros_like(qx)\n", "qy = torch.linspace(0.001, 0.250, 16, dtype=torch.float64)\n", "py = torch.zeros_like(qx)\n", "\n", "xs = torch.stack([qx, px, qy, py]).T\n", "\n", "out = torch.vmap(fn, in_dims=(None, 0, None))(n, xs, k).swapaxes(1, -1)\n", "\n", "# Compute invariants\n", "\n", "ixs = torch.vmap(lambda trajectory: ix(*trajectory))(out)\n", "iys = torch.vmap(lambda trajectory: iy(*trajectory))(out)\n", "\n", "# Plot horizontal invariants vs number of iteration\n", "\n", "plt.figure(figsize=(12, 3))\n", "plt.plot(ixs.T.cpu().numpy())\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Plot vertical invariants vs number of iteration\n", "\n", "plt.figure(figsize=(12, 3))\n", "plt.plot(iys.T.cpu().numpy())\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Plot spead vs amplitude (measure of invariant conservation)\n", "\n", "plt.figure(figsize=(12, 3))\n", "plt.plot(ixs.std(-1).cpu().numpy(), color='red')\n", "plt.plot(iys.std(-1).cpu().numpy(), color='blue')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "id": "05e2e384-6c92-451a-8b59-4cf38f59acf0", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define spread merit function\n", "\n", "# Set initial grid\n", "\n", "n = 8\n", "\n", "qx = torch.linspace(-0.3, 0.3, n, dtype=torch.float64)\n", "qy = torch.linspace(-0.3, 0.3, n, dtype=torch.float64)\n", "\n", "qx, qy = torch.stack(torch.meshgrid(qx, qy, indexing='ij')).swapaxes(-1, 0).reshape(n*n, -1).T\n", "\n", "px = torch.zeros_like(qx)\n", "py = torch.zeros_like(qy)\n", "\n", "xs = torch.stack([qx, px, qy, py]).T\n", "\n", "plt.figure(figsize=(4, 4))\n", "plt.errorbar(qx.cpu().numpy(), qy.cpu().numpy(), fmt=' ', marker='o', ms=1, color='black')\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Define objective (mean spread over initials for each plane)\n", "\n", "def objective(k, n=2**10):\n", " out = torch.vmap(fn, in_dims=(None, 0, None))(n, xs, k).swapaxes(1, -1)\n", " ixs = torch.vmap(lambda trajectory: ix(*trajectory))(out)\n", " iys = torch.vmap(lambda trajectory: iy(*trajectory))(out)\n", " return torch.stack([ixs.std(-1).mean(), iys.std(-1).mean()])" ] }, { "cell_type": "code", "execution_count": 13, "id": "304c8ba2-46df-45a4-aa7f-a4c71cd8f30b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.0030, 0.0027], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Test objective\n", "\n", "k = torch.tensor([0.0], dtype=torch.float64)\n", "\n", "print(objective(k))\n", "print()" ] }, { "cell_type": "code", "execution_count": 14, "id": "13e7404a-63b2-4e44-a1b7-988ae39b6bc6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[-0.0007],\n", " [-0.0007]], dtype=torch.float64)\n" ] } ], "source": [ "# Compute derivative\n", "\n", "print(torch.func.jacrev(objective)(k))" ] } ], "metadata": { "colab": { "collapsed_sections": [ "myt0_gMIOq7b", "5d97819c" ], "name": "03_frequency.ipynb", "provenance": [] }, "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": "3.12.1" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }