{ "cells": [ { "cell_type": "markdown", "id": "9043d199-9103-483b-a957-e302e953f825", "metadata": {}, "source": [ "## ELETTRA-22: ID model fit & compensation (tunes, twiss parameters and dispersion)" ] }, { "cell_type": "code", "execution_count": 1, "id": "44fbcf2f-827e-4cb1-bb5b-58053ec802d2", "metadata": {}, "outputs": [], "source": [ "# In this example an ID model is fitted from measured tunes, 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", "# Here LBFGS optimizer usage for ID model fitting is demonstrated\n", "# But the final 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": "8b6a52c3-8b94-47fe-806d-fc4c1b149ce7", "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": "edf304be-7350-499d-a36b-fc32c7aea496", "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": "3fac1646-ad92-4acc-998d-89fd28e6f9fd", "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": "0603dc9e-9456-44c6-99c7-726025ef6f77", "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": "2fbacdb1-1360-4c74-88db-c7856215fc47", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "10382706-4f3c-4e73-a86e-54434db04601", "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": "2e04d326-2599-4f53-bac3-f0caa5148135", "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": "19d2cd94-8d3f-4b42-8496-f4720c68f88d", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "b8086ba0-4c59-42d4-bc44-a3423d16208e", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "7e762f05-3502-428d-a89b-fa65100f4e6b", "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": "45b30b27-9bde-46ac-9e68-0a81e50b3e07", "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": "c610f560-ba5a-4785-926b-b4398bf3de36", "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": "aa3ca133-9e7a-493f-8896-6cf4b20941b0", "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": "28f3130b-0560-4b74-93c8-e1e0ab8420d1", "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": "2c5c5fc5-b7de-4f20-8240-82ab3def422c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([674, 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", " _, bx, _, by = twiss(error, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True, advance=True, full=False).T\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), bx, by, 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": "7e1b6ee6-c5b4-48be-98fc-f9a7a216ebf9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(8)\n" ] } ], "source": [ "# Compute responce matrix rank\n", "# Note, the responce matrix rank is not full\n", "\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 18, "id": "7a2d337b-9fff-4d3a-a9e6-be06c5ec47df", "metadata": {}, "outputs": [], "source": [ "# Activate ID\n", "\n", "X.A = A\n", "X.B = B" ] }, { "cell_type": "code", "execution_count": 19, "id": "a15bd1bd-9681-4afa-925a-c03d6e960a1e", "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": "40e1558f-d06b-4b37-ae11-8d0b088766e9", "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": "91a76a94-9ac4-4d67-a9c6-1bf5777fdce7", "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": "da213e3d-d7e1-41df-afef-5df25c565391", "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": "1c6a5ca5-c23c-43f7-a12d-7c5946723568", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "79b81fbf-0bcf-496f-b0f3-1704338ab4ef", "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": "4e03371a-eec7-433f-9932-2e1464ee6cef", "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": "386796ef-efff-4875-9a78-c24f0e1670d4", "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": "89ad69db-762c-4efb-ae2a-d29bf334390c", "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": "be9e5c8b-5bdd-4b41-8465-b45fc2d61be6", "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" ] } ], "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": "35cd11f9-4385-4d76-848d-56afb9ec5e1e", "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", "_, bx_target, _, by_target = twiss(error, [], matched=True, advance=True, full=False).T\n", "etax_target, _, etay_target, _ = dispersion(error, orbit, [], limit=1)\n", "\n", "target = torch.cat([nux_target.unsqueeze(-1), nuy_target.unsqueeze(-1), bx_target, by_target, etax_target, etay_target])" ] }, { "cell_type": "code", "execution_count": 30, "id": "dd9dade4-3db5-4423-945d-f3953164b170", "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": "f722e8e9-a40f-4c6e-8299-f1ab0be9465b", "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", " _, bx, _, by = twiss(model, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, matched=True, advance=True, full=False).T\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), bx, by, etax, etay])" ] }, { "cell_type": "code", "execution_count": 32, "id": "34fe8480-b99c-4373-b382-f97fa5773c4f", "metadata": {}, "outputs": [], "source": [ "# Define objective function (LBFGS)\n", "\n", "weights = torch.ones_like(target, dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "def objective(knobs):\n", " residual = target - observable(knobs)\n", " residual = weights*residual\n", " return (residual**2).sum()" ] }, { "cell_type": "code", "execution_count": 33, "id": "7c9dc910-f620-4841-b100-12221afc5078", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "64.26083780114003\n", "8.156500378638511e-05\n", "8.156500378638511e-05\n", "8.156500378638511e-05\n" ] } ], "source": [ "# Fit (LBFGS)\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype, requires_grad=True)\n", "optimizer = torch.optim.LBFGS([knobs], lr=0.1, line_search_fn=\"strong_wolfe\")\n", "\n", "def closure():\n", " optimizer.zero_grad()\n", " value = objective(knobs)\n", " value.backward()\n", " return value\n", "\n", "for epoch in range(4):\n", " value = optimizer.step(closure)\n", " print(value.item())" ] }, { "cell_type": "code", "execution_count": 34, "id": "e594e596-91cd-48d4-b2a1-7d2959d10599", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.1161, dtype=torch.float64)\n", "tensor(0.1083, dtype=torch.float64)\n" ] } ], "source": [ "# Compare fitted knobs\n", "\n", "print((torch.tensor(A, dtype=dtype) - 0.0*knobs.detach()).norm())\n", "print((torch.tensor(A, dtype=dtype) - 1.0*knobs.detach()).norm())" ] }, { "cell_type": "code", "execution_count": 35, "id": "d1f77b54-6e92-457d-a39a-68d18615c586", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2608, dtype=torch.float64, grad_fn=)\n", "tensor(8.1565e-05, dtype=torch.float64, grad_fn=)\n" ] } ], "source": [ "# Error\n", "\n", "print(((observable(0.0*knobs) - target)**2).sum())\n", "print(((observable(1.0*knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 36, "id": "48768447-78de-4fea-bef9-11264235decd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2608, dtype=torch.float64)\n", "tensor(4.7870, dtype=torch.float64)\n", "tensor(0.3928, dtype=torch.float64)\n", "tensor(0.0323, dtype=torch.float64)\n", "tensor(0.0026, dtype=torch.float64)\n", "tensor(0.0002, dtype=torch.float64)\n", "tensor(1.8111e-05, dtype=torch.float64)\n", "tensor(1.7624e-06, dtype=torch.float64)\n", "tensor(3.7398e-07, dtype=torch.float64)\n", "tensor(2.4343e-07, dtype=torch.float64)\n", "tensor(2.2769e-07, dtype=torch.float64)\n", "tensor(2.2494e-07, dtype=torch.float64)\n", "tensor(2.2430e-07, dtype=torch.float64)\n", "tensor(2.2413e-07, dtype=torch.float64)\n", "tensor(2.2408e-07, dtype=torch.float64)\n", "tensor(2.2407e-07, 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": 37, "id": "5ed4921c-b919-4a3b-ba80-138711d02860", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.1161, dtype=torch.float64)\n", "tensor(0.0018, 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": 38, "id": "93fb70b3-fe93-4e09-9b5d-42ddbaee7bdb", "metadata": {}, "outputs": [], "source": [ "# Set fitted ID\n", "\n", "X.A = knobs" ] }, { "cell_type": "code", "execution_count": 39, "id": "1da55beb-6579-4081-bef4-6e0cb87d83a1", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_model, nuy_model = tune(model, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 40, "id": "0a9c6781-2723-492a-b2dd-058a7edfec4b", "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": 41, "id": "273340c8-9971-4312-a205-12d08670f56c", "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": 42, "id": "345f7b2c-edbe-47cf-98f2-75757f3f1ac8", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_model, muy_model = advance(model, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 43, "id": "60fbfdcf-9326-4d6e-b7e3-acc698641738", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_model = coupling(model, [])" ] }, { "cell_type": "code", "execution_count": 44, "id": "45fc7ff5-65c3-48a9-a086-3e2229e1dfaa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(4.0325e-09, dtype=torch.float64)\n", "tensor(2.6445e-10, 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": 45, "id": "d59f46ec-6698-480a-ab2a-86faa5331712", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0006, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c_id)\n", "print(c_model)" ] }, { "cell_type": "code", "execution_count": 46, "id": "7d711d46-8d30-4881-8a18-0364a46b1872", "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": 47, "id": "7244b666-9292-4ebe-b36e-0da8072bfde0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0004, 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": 48, "id": "242ecafc-b9bb-47e1-8320-efd02116de8a", "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": 49, "id": "3e2815a3-8b99-40fb-9a9d-2a15b3b92005", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable\n", "\n", "def observable_twiss(kn, ks):\n", " _, bx, _, by = 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=True).T\n", " return torch.stack([bx, by]).T" ] }, { "cell_type": "code", "execution_count": 50, "id": "d1630e01-0e19-4611-b883-73200fba85a7", "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": 51, "id": "7d044868-e689-4596-aae4-9c339bab376d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([672])\n", "torch.Size([672, 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", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.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": 52, "id": "9c9d4887-82a8-4850-bdeb-d50d299180be", "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", " _, bx, _, by = twiss(model, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=True).T\n", " return torch.stack([bx, by]).T\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", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 53, "id": "444e983f-f065-4d37-8d01-0c6386316b48", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(64.2596, 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": 54, "id": "e2b1f060-ad0e-4445-a2b9-bd1f678ac88d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2596, dtype=torch.float64)\n", "tensor(3.6736, dtype=torch.float64)\n", "tensor(0.3128, dtype=torch.float64)\n", "tensor(0.0688, dtype=torch.float64)\n", "tensor(0.0533, dtype=torch.float64)\n", "tensor(0.0523, dtype=torch.float64)\n", "tensor(0.0523, dtype=torch.float64)\n", "tensor(0.0523, 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": 55, "id": "8a6f5ebf-9fe1-4bf0-8560-0de84b2685e8", "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": 56, "id": "a5ab7e0b-9ae0-4429-af87-7a0031551897", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.1657e-06, dtype=torch.float64)\n", "tensor(7.9162e-07, dtype=torch.float64)\n", "tensor(7.2546e-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": 57, "id": "2ecb4da3-af32-4b60-be8b-fa065d5990dd", "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": 58, "id": "c85da54c-9640-4ac3-b079-ad52de075259", "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": 59, "id": "929d76d2-5653-4062-a6e5-41a9e8f69d54", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 60, "id": "113515c5-e95f-4a44-b142-3fc1a7e030c2", "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": 61, "id": "635bb442-c6cf-489b-be11-321fd2dd3f12", "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": 62, "id": "7fce7609-f859-42f5-8141-86bbd8b99fb8", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 63, "id": "f16419e9-d571-42bb-9fe4-7c5fb099e4db", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 64, "id": "5133ae37-cb94-4c8e-b419-06970fc0d2cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(4.7762e-05, dtype=torch.float64)\n", "tensor(6.7311e-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": 65, "id": "e7ea3d08-ff3a-473a-93c2-4c4f85615f91", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(4.3788e-05, 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": 66, "id": "8b16e67c-9123-4204-bdf4-bee6ac3cb316", "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": 67, "id": "c80e66d6-3e81-4873-947a-ab8245bec716", "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(0.2074, dtype=torch.float64)\n", "tensor(0.3840, 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": 68, "id": "1142e633-4789-444a-a4f2-d91a00900826", "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(0.3180, dtype=torch.float64)\n", "tensor(0.3463, 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": 69, "id": "8c865321-ee34-4866-95f0-3dc484210489", "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": 70, "id": "44a7eb25-da2c-4e37-902c-b4665a59a36e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803, -0.02460512600965803]\n", "\n", "[0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138, 0.06706966882312138]\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]) for name in kfi if name not in nkn])\n", "print()\n", "\n", "print(dkd := [(kdf[name] - kdi[name]) 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": 71, "id": "3e9960e7-b035-4907-a6ff-7b0b3345fd22", "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 }