{ "cells": [ { "cell_type": "markdown", "id": "39d58a9f-b6e7-4fd0-8a46-1de31fa1a28a", "metadata": {}, "source": [ "## ELETTRA-23: ID model fit & compensation (tunes, coupled twiss parameters and dispersion)" ] }, { "cell_type": "code", "execution_count": 1, "id": "4701c9d8-c91a-4736-99b7-b23f6a28e006", "metadata": {}, "outputs": [], "source": [ "# In this example an ID model is fitted from measured tunes, coupled twiss and dispersion (any other set can be used)\n", "# In principal, given a model to be fitted and a measured target vector, any optimizer can be employed\n", "# The fitted model is obtained using response matrix (model jacobian)\n", "# Using the fitted model, corrections are obtained and applied to initial model\n", "# Note, this doesn't require actual measurements and can use any optimization loop\n", "# Only when the final corrections are computed and employed, the measurements can be performed to assert the correction quality" ] }, { "cell_type": "code", "execution_count": 2, "id": "2baa4a47-1d81-4e9e-bcb9-5cd20c5a27d4", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "5062aaf7-497f-4f34-930b-1c560808fd39", "metadata": {}, "outputs": [], "source": [ "# Set data type and device\n", "\n", "Element.dtype = dtype = torch.float64\n", "Element.device = device = torch.device('cpu')" ] }, { "cell_type": "code", "execution_count": 4, "id": "4ea2cce1-d82e-4f19-9883-b15d7b56ff28", "metadata": {}, "outputs": [], "source": [ "# Load lattice (ELEGANT table)\n", "# Note, lattice is allowed to have repeated elements\n", "\n", "path = Path('elettra.lte')\n", "data = load_lattice(path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "c10c9795-7e35-4a2f-9e9a-79f80a42f097", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice lattice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "76dc2b33-5019-40bd-8dbe-307d2f393eb7", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "0de7f092-173c-4776-a6a0-c726880d63f0", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx, etapx, etaqy, etapy = dispersion(ring, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "8f7dc64e-df2f-4705-8d50-c372088807c6", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax, bx, ay, by = twiss(ring, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "79a79aff-25f1-4426-8281-e411e20e649f", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "04117b91-396d-46cc-873a-f9e922e10e0e", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "3376e188-8717-4042-8244-564ebc0125b7", "metadata": {}, "outputs": [], "source": [ "# Quadrupole names for global tune correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 12, "id": "cf2610ff-cce0-47f4-a2ed-e2504693218a", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 13, "id": "ced71a0c-a8f6-413a-8447-eefd5b6d3236", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1., 0., 0.],\n", " [0., 1., 0.],\n", " [0., 0., 1.],\n", " [0., 0., 1.],\n", " [0., 1., 0.],\n", " [1., 0., 0.]], dtype=torch.float64)\n", "\n", "tensor([[ 1., 0.],\n", " [ 0., 1.],\n", " [ 0., -1.],\n", " [-1., 0.]], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Define knobs to magnets mixing matrices (symmetric correction)\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "\n", "print(Sn)\n", "print()\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "\n", "print(Ss)\n", "print()" ] }, { "cell_type": "code", "execution_count": 14, "id": "acba9bba-2fed-40c1-9bc3-6c91648e2677", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)\n" ] } ], "source": [ "# Define ID model\n", "# Note, only the flattened triangular part of the A and B matrices will be passed\n", "\n", "A = torch.tensor([[-0.03484222052711237, 1.0272120741819959E-7, -4.698931299341201E-9, 0.0015923185492594811],\n", " [1.0272120579834892E-7, -0.046082787920135176, 0.0017792061173117564, 3.3551298301095784E-8],\n", " [-4.6989312853101E-9, 0.0017792061173117072, 0.056853750760983084, -1.5929605363332683E-7],\n", " [0.0015923185492594336, 3.3551298348653296E-8, -1.5929605261642905E-7, 0.08311631737263032]], dtype=dtype)\n", "\n", "B = torch.tensor([[0.03649353186115209, 0.0015448347221877217, 0.00002719892025520868, -0.0033681183134964482],\n", " [0.0015448347221877217, 0.13683886657005795, -0.0033198692682377406, 0.00006140578258682469],\n", " [0.00002719892025520868, -0.0033198692682377406, -0.05260095308967722, 0.005019907688182885],\n", " [-0.0033681183134964482, 0.00006140578258682469, 0.005019907688182885, -0.2531573249456863]], dtype=dtype)\n", "\n", "A = A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist()\n", "B = B[torch.triu(torch.ones_like(B, dtype=torch.bool))].tolist()\n", "\n", "# Empty ID\n", "\n", "X = Matrix('X', length=0.0)\n", "\n", "# If A and/or B matrix elements are not passed, ID acts like an identity element\n", "\n", "state = torch.tensor(4*[0.0], dtype=dtype)\n", "print(torch.func.jacrev(X)(state))" ] }, { "cell_type": "code", "execution_count": 15, "id": "f462236b-52e6-4c9d-84c3-3ccbd6df4c53", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert empty ID into the existing lattice\n", "# This will replace the target marker\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "error.insert(X, 'MLL_S01', position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 16, "id": "c01c5bd9-c520-4615-bdf4-4ae7aee777a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([5714, 10])\n" ] } ], "source": [ "# Compute ID response matrix\n", "\n", "def observable(knobs):\n", " a11, a12, a13, a14, a22, a23, a24, a33, a34, a44 = knobs.reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a12', None, ['X'], None),\n", " ('a13', None, ['X'], None),\n", " ('a14', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a23', None, ['X'], None),\n", " ('a24', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a34', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " nux, nuy = tune(error, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True)\n", " wolski = twiss(error, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True, advance=True, full=False, convert=False)\n", " etax, _, etay, _ = dispersion(error, orbit, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups)\n", " return torch.cat([nux.unsqueeze(-1), nuy.unsqueeze(-1), wolski.flatten(), etax, etay])\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "591e21bd-29a1-4b2c-970d-3b875ea9171e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(10)\n" ] } ], "source": [ "# Compute responce matrix rank\n", "# Note, the responce matrix rank is now a full in contrast to the case without coupling\n", "\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 18, "id": "c339b066-66f2-44cc-ac98-9134c3be8dbd", "metadata": {}, "outputs": [], "source": [ "# Activate ID\n", "\n", "X.A = A\n", "X.B = B" ] }, { "cell_type": "code", "execution_count": 19, "id": "10481303-e869-498d-b00d-521766831fa1", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 20, "id": "666e4666-f9d9-461b-9e5c-3ba447a0b007", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_id, etapx_id, etaqy_id, etapy_id = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 21, "id": "96003398-5fd2-4dce-8d08-2152d1f861d7", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_id, bx_id, ay_id, by_id = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 22, "id": "3bfa9c14-c960-48f9-b319-47276954a16f", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 23, "id": "73a4186a-bf09-42db-b2a3-b4ed282c07b7", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "82f8fb01-bfea-409b-a476-55eae7f57f03", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(-0.0114, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id))\n", "print((nuy - nuy_id))" ] }, { "cell_type": "code", "execution_count": 25, "id": "81e1885b-d4b0-4ddc-90db-d70c51d3c863", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)" ] }, { "cell_type": "code", "execution_count": 26, "id": "e7a0ade8-a188-4eb0-a689-e9ac629f5522", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "id": "4d8f7510-226a-4c10-9ecd-cf1a9b1fb118", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 28, "id": "4080a738-e64f-40ce-948e-eb354906fcdc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 29, "id": "3749dfcc-c6ec-42f2-8022-68436726b86f", "metadata": {}, "outputs": [], "source": [ "# Set observable vector (with ID)\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "\n", "nux_target, nuy_target = tune(error, [], matched=True, limit=1)\n", "wolski_target = twiss(error, [], matched=True, advance=True, full=False, convert=False)\n", "etax_target, _, etay_target, _ = dispersion(error, orbit, [], limit=1)\n", "\n", "target = torch.cat([nux_target.unsqueeze(-1), nuy_target.unsqueeze(-1), wolski_target.flatten(), etax_target, etay_target])" ] }, { "cell_type": "code", "execution_count": 30, "id": "87608dea-08ff-44fe-97c6-b03acc5392bc", "metadata": {}, "outputs": [], "source": [ "# Create a ring with ID to be fitted\n", "\n", "X = Matrix('X')\n", "\n", "model = ring.clone()\n", "model.flatten()\n", "model.insert(X, 'MLL_S01', position=0.0)\n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 31, "id": "f74dfab4-e73c-42ea-8229-81d56d781e0b", "metadata": {}, "outputs": [], "source": [ "# Set parametric observalbe\n", "\n", "def observable(knobs):\n", " a11, a12, a13, a14, a22, a23, a24, a33, a34, a44 = knobs.reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a12', None, ['X'], None),\n", " ('a13', None, ['X'], None),\n", " ('a14', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a23', None, ['X'], None),\n", " ('a24', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a34', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " nux, nuy = tune(model, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True)\n", " wolski = twiss(model, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True, advance=True, full=False, convert=False)\n", " etax, _, etay, _ = dispersion(model, orbit, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups)\n", " return torch.cat([nux.unsqueeze(-1), nuy.unsqueeze(-1), wolski.flatten(), etax, etay])" ] }, { "cell_type": "code", "execution_count": 32, "id": "1c0ea04d-e4fe-4f43-b801-91f21b69bd37", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(212.9170, dtype=torch.float64)\n" ] } ], "source": [ "# Error\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype)\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 33, "id": "3566a636-5f70-4421-9ab9-63c17935c2a5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(212.9170, dtype=torch.float64)\n", "tensor(15.9975, dtype=torch.float64)\n", "tensor(1.3375, dtype=torch.float64)\n", "tensor(0.1120, dtype=torch.float64)\n", "tensor(0.0093, dtype=torch.float64)\n", "tensor(0.0008, dtype=torch.float64)\n", "tensor(6.3968e-05, dtype=torch.float64)\n", "tensor(5.2683e-06, dtype=torch.float64)\n", "tensor(4.3278e-07, dtype=torch.float64)\n", "tensor(3.5478e-08, dtype=torch.float64)\n", "tensor(2.9034e-09, dtype=torch.float64)\n", "tensor(2.3727e-10, dtype=torch.float64)\n", "tensor(1.9368e-11, dtype=torch.float64)\n", "tensor(1.5795e-12, dtype=torch.float64)\n", "tensor(1.2871e-13, dtype=torch.float64)\n", "tensor(1.0481e-14, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype)\n", "\n", "# Regularizaton\n", "\n", "factor = 0.01\n", "\n", "# Normal matrix\n", "\n", "N = M.T @ M\n", "\n", "# Regularized system\n", "\n", "R = N + factor**2*torch.eye(len(N), dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(R, M.T @ residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 34, "id": "226ca32c-9e69-4352-bb7d-a58d8c35373f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.1161, dtype=torch.float64)\n", "tensor(5.6730e-10, dtype=torch.float64)\n" ] } ], "source": [ "# Compare fitted knobs\n", "\n", "print((torch.tensor(A, dtype=dtype) - 0.0*knobs).norm())\n", "print((torch.tensor(A, dtype=dtype) - 1.0*knobs).norm())" ] }, { "cell_type": "code", "execution_count": 35, "id": "b7c7db62-a517-48f7-90b3-d8cc7b57e5e6", "metadata": {}, "outputs": [], "source": [ "# Set fitted ID\n", "\n", "X.A = knobs" ] }, { "cell_type": "code", "execution_count": 36, "id": "1b4367ba-652d-47f2-a47e-b9a433df55cd", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_model, nuy_model = tune(model, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 37, "id": "fe6e3297-9a28-45a1-aae9-e5caf532bfd4", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_model, etapx_model, etaqy_model, etapy_model = dispersion(model, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 38, "id": "5256ea20-6425-4468-9671-672dfc75d024", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_model, bx_model, ay_model, by_model = twiss(model, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 39, "id": "5bae67c7-b2ad-4d32-a6a5-d622056f93d6", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_model, muy_model = advance(model, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 40, "id": "0d6ebd38-dce2-4d3e-80f9-bcaccd97b4b4", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_model = coupling(model, [])" ] }, { "cell_type": "code", "execution_count": 41, "id": "09f76745-7556-4054-868d-b377aad7b816", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(-3.8649e-11, dtype=torch.float64)\n", "tensor(4.4956e-12, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux_id - nux_model))\n", "print((nuy_id - nuy_model))" ] }, { "cell_type": "code", "execution_count": 42, "id": "176f2477-08cb-4993-a539-60cdd981cf23", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c_id)\n", "print(c_model)" ] }, { "cell_type": "code", "execution_count": 43, "id": "80d19a60-29d8-4d4f-a5c0-c20dc9733d21", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx_id - etaqx_model).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy_id - etaqy_model).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 44, "id": "31aef31c-f4bd-42c6-9f70-3b9a5297bd68", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(2.1806e-08, dtype=torch.float64)\n", "tensor(4.9204e-09, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx_id - bx_model)/bx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by_id - by_model)/by_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx_id - bx_model)/bx_id)**2).mean().sqrt())\n", "print(100*(((by_id - by_model)/by_id)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 45, "id": "3fe81f50-633c-4ea1-a577-b704437c52f5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.2994, 0.1608], dtype=torch.float64)\n", "tensor([[ 5.8543, 2.0964],\n", " [-2.9918, -1.2602]], dtype=torch.float64)\n" ] } ], "source": [ "# Global tune responce matrix\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(ring, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "knobs = torch.tensor([0.0, 0.0], dtype=dtype)\n", "global_target = global_observable(knobs)\n", "global_matrix = torch.func.jacfwd(global_observable)(knobs)\n", "\n", "print(global_target)\n", "print(global_matrix)" ] }, { "cell_type": "code", "execution_count": 46, "id": "8dc65b7b-91bd-4c28-bd18-204c00c70ffa", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True, \n", " advance=True,\n", " full=False, \n", " convert=False)" ] }, { "cell_type": "code", "execution_count": 47, "id": "9f6a9f6b-21d2-4be5-a7fc-40dd9a8d6609", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define dispersion observable\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T" ] }, { "cell_type": "code", "execution_count": 48, "id": "21fa6836-2637-4fc4-aadc-3e0947e3404f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([5712])\n", "torch.Size([5712, 5])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " wolski = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([wolski.flatten(), etas.flatten()])\n", "\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 49, "id": "62662641-13e0-4bc7-9541-c06834bdf0de", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(model, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(model, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(model, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " wolski = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([wolski.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 50, "id": "8deec659-0988-43ff-893e-8f7b91e9e021", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(212.9162, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 51, "id": "24d88b35-ed64-4331-aa96-35a53582fa18", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(212.9162, dtype=torch.float64)\n", "tensor(12.4882, dtype=torch.float64)\n", "tensor(1.1070, dtype=torch.float64)\n", "tensor(0.3135, dtype=torch.float64)\n", "tensor(0.2637, dtype=torch.float64)\n", "tensor(0.2607, dtype=torch.float64)\n", "tensor(0.2605, dtype=torch.float64)\n", "tensor(0.2605, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 52, "id": "8d4b560e-ab84-477c-aa6c-03e8990344c3", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3, 2])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "model.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " model[name].kn = (model[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " model[name].ks = (model[name].ks + knob).item()\n", " \n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 53, "id": "5fbbbd57-6179-4bbf-85a2-b7b852032a86", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.0533e-06, dtype=torch.float64)\n", "tensor(7.8180e-07, dtype=torch.float64)\n", "tensor(7.1608e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 54, "id": "90ee1d36-b4cf-427c-8c1d-942dd7c6a3f6", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "model.flatten()\n", "\n", "for name in QF:\n", " model[name].kn = (model[name].kn + kd).item()\n", "\n", "for name in QD:\n", " model[name].kn = (model[name].kn + kf).item()\n", " \n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 55, "id": "1566dd91-3450-4509-b1cb-136b7e89c962", "metadata": {}, "outputs": [], "source": [ "# Correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']\n", "\n", "model.flatten()\n", "\n", "knf = {name: model[name].kn.item() for name in nkn}\n", "ksf = {name: model[name].ks.item() for name in nks}\n", "kff = {name: model[name].kn.item() for name in QF}\n", "kdf = {name: model[name].kn.item() for name in QD}\n", "\n", "model.splice()\n", "\n", "error.flatten()\n", "\n", "for name, knob in knf.items():\n", " error[name].kn = knob\n", " \n", "for name, knob in ksf.items():\n", " error[name].ks = knob\n", "\n", "for name, knob in kff.items():\n", " error[name].kn = knob\n", " \n", "for name, knob in kdf.items():\n", " error[name].kn = knob\n", "\n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 56, "id": "6ea55298-dc8e-4a05-8e74-918f5821a6fa", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 57, "id": "8f467951-85e0-43f2-ab37-590582040b24", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_result, etapx_result, etaqy_result, etapy_result = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 58, "id": "deb6b137-02ab-4006-b303-64b86a731653", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 59, "id": "1fefa329-74b8-4e9b-9bd0-684f580aa72f", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 60, "id": "e7bd11c3-98bc-414d-8a69-fe334e03361b", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 61, "id": "5d0c208e-5040-4615-90d3-fe9b918f24d9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(4.7075e-05, dtype=torch.float64)\n", "tensor(6.7220e-05, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 62, "id": "e93c2b23-a4df-46cb-9834-6f103460b9ed", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(6.6045e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 63, "id": "3b15b2e5-218f-46f3-becd-14d238458d76", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 64, "id": "d32dd5a4-6d93-47c6-ae24-4960d6a8eb8a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.2067, dtype=torch.float64)\n", "tensor(0.3851, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 65, "id": "5aeabd0f-bf92-42bc-9494-87d999677069", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3163, dtype=torch.float64)\n", "tensor(0.3459, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 66, "id": "060e0cc6-6ff6-4a80-83f4-ecd02f90b279", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_id) / bx\n", "by_ref_bb = 100.0*(by - by_id) / by\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_id\n", "etay_ref = etaqy - etaqy_id\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_id)}{(nux - nux_id).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_id)}{(nuy - nuy_id).abs().item():.4f}'\n", " rf'\\quad C={c_id.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-20, 20)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 67, "id": "24c8dc4e-49a8-4115-a19f-21d17219253e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753, -0.004463432348109753]\n", "\n", "[-0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045, -0.020078063913138045]\n", "\n" ] } ], "source": [ "# Knobs\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']\n", "\n", "ring.flatten()\n", "\n", "kni = {name: ring[name].kn.item() for name in nkn}\n", "ksi = {name: ring[name].ks.item() for name in nks}\n", "kfi = {name: ring[name].kn.item() for name in QF}\n", "kdi = {name: ring[name].kn.item() for name in QD}\n", "\n", "error.flatten()\n", "\n", "knf = {name: error[name].kn.item() for name in nkn}\n", "ksf = {name: error[name].ks.item() for name in nks}\n", "kff = {name: error[name].kn.item() for name in QF}\n", "kdf = {name: error[name].kn.item() for name in QD}\n", "\n", "print(dkf := [(kff[name] /kfi[name] - 1) for name in kfi if name not in nkn])\n", "print()\n", "\n", "print(dkd := [(kdf[name] /kdi[name] - 1) for name in kdi if name not in nkn])\n", "print()\n", "\n", "dkf, *_ = dkf\n", "dkd, *_ = dkd\n", "\n", "dk = {'DKF': dkf, 'DKD': dkd}" ] }, { "cell_type": "code", "execution_count": 68, "id": "09a734cc-c433-4375-b855-f052c6db8e46", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "dkn = np.array([knf[i]/kni[i] - 1 for i in kni])\n", "dks = np.array([ksf[i] - ksi[i] for i in ksi])\n", "\n", "n_kn = len(dkn)\n", "n_ks = len(dks)\n", "n_dk = len(dk)\n", "\n", "y_kn = np.arange(n_kn)\n", "y_dk = np.arange(n_dk) + n_kn + 2*1\n", "y_ks = np.arange(n_ks) + n_kn + n_dk + 2*2\n", "\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", "ay = ax.twiny()\n", "\n", "bar_kn = ax.barh(y_kn, dkn, height=0.6, alpha=1, label=r'normal', color='red')\n", "bar_dk = ax.barh(y_dk, list(dk.values()), height=0.6, alpha=1, label=r'global', color='black')\n", "bar_ks = ay.barh(y_ks, dks, height=0.6, alpha=1, label=r'skew', color='blue')\n", "\n", "yticks = np.concatenate([y_kn, y_dk, y_ks])\n", "yticklabels = [*kni.keys()] + [*dk.keys()] + [*ksi.keys()]\n", "ax.set_yticks(yticks)\n", "ax.set_yticklabels(yticklabels, fontsize=12)\n", "ay.set_ylim(ax.get_ylim())\n", "ax.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "ay.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "xmax = max(np.max(np.abs(dkn)), np.max(np.abs(list(dk.values()))))\n", "ax.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "xmax = np.max(np.abs(dks))\n", "ay.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "\n", "ax.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=True, top=False, labelbottom=True, labeltop=False)\n", "ax.tick_params(axis='y', length=0, width=0, labelsize=12)\n", "ay.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=False, top=True, labelbottom=False, labeltop=True)\n", "\n", "ax.set_xlabel(r'FSE (normal \\& global)', fontsize=12)\n", "ay.set_xlabel(r'Delta (skew)', fontsize=12)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "ax.spines['top'].set_visible(False)\n", "ay.spines['bottom'].set_visible(False)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] } ], "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": "3.14.0" }, "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 }