{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a25808bb-0fba-4ade-8f16-9dd003f56983",
   "metadata": {},
   "source": [
    "# Brief tutorial for the PyAPD library"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0e0a04f-2fc3-4215-a37e-3e86877a4630",
   "metadata": {},
   "source": [
    "## Installation via pip\n",
    "\n",
    "This should be as easy as running the following command."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4756280c-a97d-42e4-a301-5f2b8ac4f3f8",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "pip install PyAPD -U"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "815ae1db-90b9-462b-8d46-12fb9d196363",
   "metadata": {},
   "source": [
    "Note that `PyAPD` relies on\n",
    "- `pykeops` -- a kernel operations library which ensures we are able to always use near 100% of GPU power at our disposal.\n",
    "- `torch` -- the machine learning library that is GPU friendly, we use it for defining the model, storing data and linking between `torch` tensors and `PyKeOps` Lazy Tensors\n",
    "- `pytorch-minimize` -- for optimisation routines, which are designed to mimic `scipy` while remaining on the GPU.\n",
    "- `matplotlib` -- for plotting\n",
    "- `numpy` -- for some of the data manipulation, (using `torch` is preferred though and going forward we may get rid of `numpy` altogether).\n",
    "- `scipy` -- `pytorch-minimize` calls `scipy` and we manually override one of the `pytorch-minimize` modules to ensure that error tolerance for gradients can be vectorial, that is different for each component of the gradient.\n",
    "\n",
    "In the near future we will most likely add `pyvista` to the list of dependencies to have internal 3D plotting capabilities.\n",
    "\n",
    "These dependencies are installed automatically when installing `PyAPD`."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70b0b5c0-fdaa-4ae9-8d3a-b681263b03cb",
   "metadata": {},
   "source": [
    "## Example usage with brief description"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "71a5d976-3ab9-4205-b01d-bac8c2456432",
   "metadata": {},
   "source": [
    "We begin by importing the package and defining an instance of an `apd_system`, which is the central object of the library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1522cca9-1f1d-4dfd-bf2c-491b80bcb9d2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# first import the whole package\n",
    "import PyAPD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ed396758-c000-4933-b6a7-4b3c97b011e2",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[0;31mInit signature:\u001b[0m\n",
       "\u001b[0mPyAPD\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapd_system\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mdomain\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mX\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mAs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mW\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mtarget_masses\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mpixel_params\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mdt\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloat32\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mdevice\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'cuda'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mN\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mD\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mani_thres\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.25\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mheuristic_W\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mradius_of_exclusion\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.01\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mdet_constraint\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0merror_tolerance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.01\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mpixel_size_prefactor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mseed\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;31mDocstring:\u001b[0m      An anisotropic power diagram system.\n",
       "\u001b[0;31mInit docstring:\u001b[0m TODO: add description of the init.\n",
       "\u001b[0;31mFile:\u001b[0m           /global/cfs/cdirs/m4369/mambaforge/lib/python3.10/site-packages/PyAPD/apds.py\n",
       "\u001b[0;31mType:\u001b[0m           type\n",
       "\u001b[0;31mSubclasses:\u001b[0m     "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "?PyAPD.apd_system"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "62bf1114-94fe-4328-8544-6284da135d1d",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1 = PyAPD.apd_system()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4179da04-8331-4bfc-9c39-970c15da236f",
   "metadata": {},
   "source": [
    "By default, we assemble a $D=2$ dimensional system with $N=10$ grains occupying a square domain $[0,1]^D$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6446c9d7-d2eb-4a18-a123-377a0113896b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.N"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e5b5bd79-1c70-46d0-abf8-cee6e4c8cb40",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "051ffedf-6f4f-4321-a5a2-d7da2b5fd8bf",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[0., 1.],\n",
       "        [0., 1.]], device='cuda:0')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.domain"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d8e82ee2-bb46-4d5c-9afe-8e564e99a78e",
   "metadata": {},
   "source": [
    "From the GPU perspective, other important parameters are\n",
    "- `apd1.dt` defining the data type, either `torch.float32` (single precision) or `torch.float64` (double precision). Single precision will be generally much faster as most GPUs are geared towards single precision arithmetic. Unfortunately for our application, when $N$ is large, this can lead to precision loss, we advise caution.\n",
    "- `apd1.device` which by default gets set to `\"cuda\" if torch.cuda.is_available() else \"cpu\"`, meaning that we work with GPUs when they are available, otherwise we rever to a cpu.\n",
    "\n",
    "While these parameters can be adjusted for an already defined `apd_system`, there may be some bugs in the implementation, so a switch to a new instance of `apd_system` is advised if one wants to switch to a different device or a different data type. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "94af7795-2e73-4648-8a56-c129fdf010e9",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.float32"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.dt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "81394723-cf1d-4433-b1e2-68ba885b07cf",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'cuda'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.device"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44fe3288-f93c-462f-9232-d7044859547b",
   "metadata": {},
   "source": [
    "We also have several parameters that are important for fitting optimal APDs and generating synthetic microstructure.\n",
    "\n",
    "- `apd1.error_tolerance` is the relative error tolerance we are happy with with respect to volumes of grains, by default set to $\\varepsilon = 0.01$. If we want $i$th grain to have volume $v_i$, this means that we are happy to accept that a grain, $L_i$, has volume satisfying either (option `error_wrt_each_grain = True` in solvers (to be discused below)):\n",
    "$$\n",
    "\\frac{\\big||L_i|- v_i\\big|}{v_i} \\leq \\varepsilon.\n",
    "$$\n",
    "or (option `error_wrt_each_grain = False`):\n",
    "$$\n",
    "\\frac{\\big||L_i|- v_i\\big|}{\\min_j v_j} \\leq \\varepsilon.\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6a566ea4-7096-4c94-be4c-b1e42d9e57d3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.01"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.error_tolerance"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8571fb7a-2b46-4d05-a5cf-e36ad01c6f8e",
   "metadata": {},
   "source": [
    "In terms of seed points, they are stored at `apd1.X` and their LazyTensor counterpart is stored at `apd1.x`. If we do not pass them explicitly, they are chosen on random with an internal call to `apd1.set_X` which also relies on the parameter: \n",
    "\n",
    "- `apd1.radius_of_exclusion` is used when generating random seed points and defines a relative radius around an already sampled seed ensuring no other seed point is generated inside it. The radius  shrinks with the number of points and is given by \n",
    "$$\n",
    "R_{{\\rm roe}} * N^{-1/D}\n",
    "$$\n",
    "where $R_{{\\rm roe}}$ is `apd1.radius_of_exclusion`. This feature was introduced in relation to precision loss that we observed for very large, $N = 10,000$, especially when $D=2$. This feature can be disabled by setting `apd1.radius_of_exclusion = 0`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "52b1ce09-fb1a-44c6-a106-429bf8cb771c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[0.6072, 0.7969],\n",
       "        [0.1027, 0.0928],\n",
       "        [0.1039, 0.5321],\n",
       "        [0.5579, 0.0531],\n",
       "        [0.2012, 0.2758],\n",
       "        [0.8141, 0.4870],\n",
       "        [0.8155, 0.8287],\n",
       "        [0.1069, 0.7540],\n",
       "        [0.0920, 0.0531],\n",
       "        [0.3421, 0.6514]], device='cuda:0')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c393236b-716e-42f2-a220-188011c96e38",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pykeops.torch.lazytensor.LazyTensor.LazyTensor at 0x7efface3e110>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "762e81c4-210f-4242-baf6-3f97ce5ad489",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.01"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.radius_of_exclusion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a789b6f-db26-4eab-8268-73426c78eeec",
   "metadata": {},
   "source": [
    "In terms of anisotropy matrices, they are stored at `apd1.As` and their LazyTensor counterpart at `apd1.a`. If we do not pass them explicitly, they are chosen on random with an internal call to `apd1.set_As` which relies on two parameters:\n",
    "- `apd1.ani_thres` determines the allowed level of anisotropy each grain can exhibit and is used when generating synthetic microstructure. If ``apd1.ani_thres = 0`, the anisotropy is switched off and have ${\\mathbf A}_i = {\\rm Id}$ and thus we generate a power diagram. If on the other hand `apd1.ani_thres = 1`, then any level of anistropy is allowed, i.e. in principle one of the axes can be arbitrarily small with respect to others. \n",
    "- `apd1.det_constraint` determines whether we constrain the anisotropy matrices to satisfy ${\\rm det} \\mathbf{A}_i = 1$. It is set to `True` be default and we recommend keeping it this way. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1ec791b6-5a68-4f93-a5d2-42076983e351",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[[ 1.1432, -0.3566],\n",
       "         [-0.3566,  0.9860]],\n",
       "\n",
       "        [[ 1.0402, -0.1333],\n",
       "         [-0.1333,  0.9784]],\n",
       "\n",
       "        [[ 1.1480,  0.0102],\n",
       "         [ 0.0102,  0.8712]],\n",
       "\n",
       "        [[ 1.3939, -0.3978],\n",
       "         [-0.3978,  0.8309]],\n",
       "\n",
       "        [[ 1.2677,  0.0975],\n",
       "         [ 0.0975,  0.7963]],\n",
       "\n",
       "        [[ 0.9304, -0.1595],\n",
       "         [-0.1595,  1.1021]],\n",
       "\n",
       "        [[ 1.0072,  0.3385],\n",
       "         [ 0.3385,  1.1066]],\n",
       "\n",
       "        [[ 0.9396,  0.4401],\n",
       "         [ 0.4401,  1.2704]],\n",
       "\n",
       "        [[ 1.3885, -0.0617],\n",
       "         [-0.0617,  0.7230]],\n",
       "\n",
       "        [[ 1.4855, -0.4021],\n",
       "         [-0.4021,  0.7820]]], device='cuda:0')"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.As"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6f4d642c-9f5b-42f3-9ee4-054f6a19fef5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pykeops.torch.lazytensor.LazyTensor.LazyTensor at 0x7efface3d9f0>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "a8f38069-02f6-4025-af76-f50ded0859a9",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.25"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.ani_thres"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7409be64-52a3-4170-a7a0-e91ecbb74297",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.det_constraint"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f9e1dea-ffd4-47be-81b5-06dcd88e3683",
   "metadata": {},
   "source": [
    "We further note that \n",
    "\n",
    "`apd1.seed` determines whether we work with a specific random seed for sampling seed points and anisotropy matrices, which can be useful for reproducibility purposes. By default we have it set to -1 which is meant to mean that we do not fix a random seed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "2bbab097-6681-4536-bcca-d163f5c59211",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.seed"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbc5a053-81d8-4afa-8527-56b78ce07499",
   "metadata": {},
   "source": [
    "In terms of weights, they are stored at `apd1.W` and their LazyTensor counterpart at `apd1.w`. If `apd1.heuristic_W = False` then they are initial set to $W = 0$, whereas if `apd1.heuristic_W = True`, they are set to the heuristic guess discussed in \n",
    "- Teferra, Kirubel, and David J. Rowenhorst. \"Direct parameter estimation for generalised balanced power diagrams.\" Philosophical Magazine Letters 98.2 (2018): 79-87."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "5ada57f5-b91f-4504-9680-744697f563c6",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([0., 0., 0., 0., 0., 0., 0., 0., 0., 0.], device='cuda:0')"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.W"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "dca29777-7e8a-4554-8b39-b84ac08b2c4a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pykeops.torch.lazytensor.LazyTensor.LazyTensor at 0x7efface3e500>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.w"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "5d363d07-9a77-4a23-8121-c876a6e1ecec",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.heuristic_W"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c2fe262-07f1-42a4-8158-58aa7c6a6553",
   "metadata": {},
   "source": [
    "Target masses are stored at `apd1.target_masses` and if they are not passed explicitly, they are by default set to uniform masses, which is $1/N$. Note that if we pass explicitly target masses, they should always add up to 1 and will be internally weighted by `apd1.box_size` which corresponds to the size of the domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "80db9512-a3a3-49d7-857f-aecd72c1d84f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([0.1000, 0.1000, 0.1000, 0.1000, 0.1000, 0.1000, 0.1000, 0.1000, 0.1000,\n",
       "        0.1000], device='cuda:0')"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.target_masses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "cf5639c7-20fe-4bff-bffc-38d51e4b22ef",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor(1., device='cuda:0')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.box_size"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53fb0370-fb13-4185-af4c-4326145af280",
   "metadata": {},
   "source": [
    "The final parameter to discuss is `apd1.pixel_size_prefactor`, which regulates how many pixels we should create. We work with rectilinear pixels/voxels with the length of each pixel/voxel in the $i$th dimension given by $\\Omega_i / M_i$, where \n",
    "$\\Omega_i$ is the length of the domain in the $i$th direction. \n",
    "\n",
    "We use a heuristic formula which, first of all, assumes that $M = M_i$ for all $i$. Secondly, we want each pixel to less than $\\varepsilon \\min_j v_j$, which can be written as\n",
    "$$\n",
    "|\\Omega|\\left(\\frac{1}{M^D}\\right) \\leq \\varepsilon \\min_j v_j.\n",
    "$$\n",
    "Rearranging, we get \n",
    "$$\n",
    "M \\geq \\left(\\frac{|\\Omega|}{\\varepsilon \\min_j v_j}\\right)\n",
    "$$\n",
    "which we translate to \n",
    "$$\n",
    "M = C\\left(\\frac{|\\Omega|}{\\varepsilon \\min_j v_j}\\right)\n",
    "$$\n",
    "and $C$ is precisely `apd1.pixel_size_prefactor`. We recommend keeping at at least $C=1$ and increase if we struggle to hit desired tolerance. Also, setting $C$ at high value is often recommended for plotting purposes,"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b6276b7d-f440-4b41-9d3f-94eedc18b0b9",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.pixel_size_prefactor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "c8c94455-da52-40bf-887c-514dbbb669e4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(62, 62)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.pixel_params"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65a70a3f-3e0a-4557-a207-4b3808fb7725",
   "metadata": {},
   "source": [
    "By default, we set `apd1.optimality = False` to indicate that we have not optimised the APD yet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "2d0ce179-8f43-4106-a96a-9bd65e81a34b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.optimality"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "983d8cd9-9f96-42e0-a301-2ead14cf4839",
   "metadata": {},
   "source": [
    "A specific graphical insight into the model comes from trying to plot seed points $X_i$ with ellipses associated with $\\mathbf A_i$, which shows the preferred anisotropy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "14528521-f644-46a9-9838-aaa4a38bf6c2",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_ellipses()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afad5896-8782-484e-bb8e-2401a0e567a9",
   "metadata": {},
   "source": [
    "## Pixel method -- computing an APD, finding optimal APDs, Lloyds algorithm\n",
    "\n",
    "We are now in a position to run through the capabilities of the library. \n",
    "\n",
    "With `apd1.pixel_params` specified, we can proceed to assembling the pixels, which will be stored at `apd1.Y` and their LazyTensor counterparts at `apd1.y`.\n",
    "\n",
    "In preparation for future updates with regards to adaptable pixel sizes, we also store size of each pixel separate at `apd1.PS`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "ce55e235-9038-4975-b242-da8f0e6702b6",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1.assemble_pixels()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "4adf550a-4f2f-4dc7-a0d3-6a2fe6255074",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[0.0081, 0.0081],\n",
       "        [0.0081, 0.0242],\n",
       "        [0.0081, 0.0403],\n",
       "        ...,\n",
       "        [0.9919, 0.9597],\n",
       "        [0.9919, 0.9758],\n",
       "        [0.9919, 0.9919]], device='cuda:0')"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.Y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "dae5aeeb-8fe5-4a7d-b386-64ab1eda7d6b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pykeops.torch.lazytensor.LazyTensor.LazyTensor at 0x7efec3f553f0>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "a713c17d-a0c4-4ead-aac9-c7cb2256ef50",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([0.0003, 0.0003, 0.0003,  ..., 0.0003, 0.0003, 0.0003], device='cuda:0')"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.PS"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf5fa43a-4089-4661-be73-433387f018db",
   "metadata": {},
   "source": [
    "As we can see, we have $M^D$ pixels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "ebd52b22-44f7-4f74-9ff2-be5657c5f2ee",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3844\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "3844"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import math\n",
    "print(len(apd1.Y))\n",
    "math.prod(apd1.pixel_params)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89f6a3ab-8748-4166-873f-0d031755ac20",
   "metadata": {},
   "source": [
    "For a fixed triplet of seed points $\\{X\\}_{i=1}^N$, anisotropy matrices $\\{\\mathbf A_i\\}_{i=1}^N$ and weights $\\{w_i\\}_{i=1}^N$, we can assemble the APD as follows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "51146622-2749-4f7f-9c2c-ee609a619ad5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([8, 8, 8,  ..., 6, 6, 6], device='cuda:0')"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.assemble_apd()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06fe7369-18eb-44fb-ba75-94acd2c75018",
   "metadata": {},
   "source": [
    "This is an assignment vector assign each pixel to a grain:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "f6e271a6-6ddb-48d8-9d59-989976d57e83",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3844"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(apd1.assemble_apd())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a443c5db-7d50-455c-a234-dd5351353989",
   "metadata": {},
   "source": [
    "With APD computed, we can plot it as follows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "f3cf066f-c3b7-4e74-b74e-125b29e6efdb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_apd()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3abcdd31-2881-4612-984f-4c92f54e7913",
   "metadata": {},
   "source": [
    "We can further check whether the current APD is optimal with respect to target masses:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "98d49e2f-1ebc-4679-aa6d-51c4a163ceda",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Precision loss detected!\n",
      "Percentage error =  90.16633605957031\n"
     ]
    }
   ],
   "source": [
    "apd1.check_optimality()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e708c917-e1b4-4399-ae46-af8c2da8e6bd",
   "metadata": {},
   "source": [
    "and find the set of optimal weights by calling:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "4a87a25a-68ab-4735-8017-9c24fea2e9eb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.055539\n",
      "         Iterations: 9\n",
      "         Function evaluations: 11\n",
      "It took 1.156646966934204 seconds to find optimal W.\n"
     ]
    }
   ],
   "source": [
    "apd1.find_optimal_W()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "59d5b4dd-fe06-4b68-a4f3-6f44fd375d23",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The APD is optimal!\n",
      "Percentage error =  0.9364411234855652\n"
     ]
    }
   ],
   "source": [
    "apd1.check_optimality()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58bfd4ed-c2b7-4da4-8042-07d0a7ccf1de",
   "metadata": {},
   "source": [
    "Let us plot it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "86f752b0-a771-4589-bab7-16c15e3fd14d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_apd()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d00d097d-afc2-4f36-b2e7-d053905bd82a",
   "metadata": {},
   "source": [
    "Since this is a random run and there are not that many grains, it is likely that some grains will be disjoint. To correct for it, we can run a generalised Lloyds algorithm as follows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "47a09111-189a-41c4-a7a9-ad6f193d048e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lloyds iteration: 0\n",
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.055540\n",
      "         Iterations: 1\n",
      "         Function evaluations: 3\n",
      "It took 0.22023749351501465 seconds to find optimal W.\n",
      "The APD is optimal!\n",
      "Percentage error =  0.6762668490409851\n",
      "Lloyds iteration: 1\n",
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.019133\n",
      "         Iterations: 10\n",
      "         Function evaluations: 11\n",
      "It took 1.1903018951416016 seconds to find optimal W.\n",
      "The APD is optimal!\n",
      "Percentage error =  0.41615962982177734\n",
      "Lloyds iteration: 2\n",
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.018164\n",
      "         Iterations: 6\n",
      "         Function evaluations: 8\n",
      "It took 0.8014755249023438 seconds to find optimal W.\n",
      "The APD is optimal!\n",
      "Percentage error =  0.4162713885307312\n",
      "Lloyds iteration: 3\n",
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.017772\n",
      "         Iterations: 2\n",
      "         Function evaluations: 4\n",
      "It took 0.34015774726867676 seconds to find optimal W.\n",
      "The APD is optimal!\n",
      "Percentage error =  0.9364932775497437\n",
      "Lloyds iteration: 4\n",
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(0.0010, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.017545\n",
      "         Iterations: 4\n",
      "         Function evaluations: 6\n",
      "It took 0.6267037391662598 seconds to find optimal W.\n",
      "The APD is optimal!\n",
      "Percentage error =  0.8844956755638123\n"
     ]
    }
   ],
   "source": [
    "apd1.Lloyds_algorithm(verbosity_level=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "ca7efc75-8f27-4fd2-ad43-d44f1249da06",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_apd()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1e1ef32-bb9d-4847-8d2a-53cd6bab95b0",
   "metadata": {},
   "source": [
    "If the resulting APD still has disjoint grains, just run a few more iterations of Lloyds. In any case, we see that this is an interesting approximate space filling algorithm, since now the ellipses are nicely spread out."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "cfc066b5-c935-42be-a7e2-cb878b2342c9",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_ellipses()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b854ae04-823b-4f57-a1a1-e4bf20c923af",
   "metadata": {},
   "source": [
    "One further comment is that for plotting we may wish to increase the pixel parameter $M$, which can be done quickly as follows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "cd2ffec4-e992-4edc-a2bb-f3b92109fc68",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "M =  310\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "310.0"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.pixel_size_prefactor = 10\n",
    "apd1.set_pixel_params(verbose=True)\n",
    "apd1.assemble_pixels()\n",
    "len(apd1.Y)**(1/2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "b3aa320f-1f00-4e92-83a2-c0e45dfdd7da",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_apd()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b663735-80f4-4216-8ab8-71d90c93bb27",
   "metadata": {},
   "source": [
    "What's worth noting is that this only needs to happen at the plotting stage -- for finding optimal set of weights, we are typically alright with much lower values of this parameter. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3accb85a-4273-409b-a43e-382a733fce5b",
   "metadata": {},
   "source": [
    "## A big example to finish off\n",
    "\n",
    "The method is rather fast, even on the `T4 GPU` from Google Colab, which we can demonstrate quickly as follows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "4a0a74ab-eee8-4465-ba06-6ec082a1fd52",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1 = PyAPD.apd_system(N = 5000, heuristic_W = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "3a6b356d-e06e-40f1-b34d-2a12ba4ad960",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1414, 1414)"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.pixel_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "e0381c9b-dfa4-43fa-8d0c-6e0879053a35",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1.assemble_pixels()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "8228a0d4-5163-4375-8a79-5b1837c3f726",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Precision loss detected!\n",
      "Percentage error =  399.4126892089844\n"
     ]
    }
   ],
   "source": [
    "apd1.check_optimality()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "4d8672c1-3154-485b-9569-ca82b2a2ed57",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "It took 0.06335330009460449 seconds to compute an APD.\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start=time.time()\n",
    "apd1.assemble_apd()\n",
    "time_taken = time.time()-start\n",
    "print('It took',time_taken, \"seconds to compute an APD.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "669066f1-71fe-4133-81fe-33aec02d50f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1050x1050 with 1 Axes>, <Axes: >)"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1050x1050 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "apd1.plot_apd()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "51aa5afe-c5b0-4e05-b99f-6fbdf349998c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(2.0000e-06, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.000172\n",
      "         Iterations: 434\n",
      "         Function evaluations: 719\n",
      "It took 221.92954277992249 seconds to find optimal W.\n"
     ]
    }
   ],
   "source": [
    "apd1.find_optimal_W()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c443207-9db9-42bd-9741-bef3b2afc309",
   "metadata": {},
   "source": [
    "It is fast in 3D too."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "16e1c22b-3405-4bda-b6da-e895142c9a22",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1 = PyAPD.apd_system(N = 5000, D = 3, heuristic_W = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "f0693dd8-78ca-4271-990e-f86d55ed0f7a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(158, 158, 158)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "apd1.pixel_params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "6f44548c-59e3-417f-84f1-471bb855f965",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "apd1.assemble_pixels()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "68b56dab-4fd6-4e66-832c-694c7b715d0f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Precision loss detected!\n",
      "Percentage error =  207.02581787109375\n"
     ]
    }
   ],
   "source": [
    "apd1.check_optimality()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "7397b620-55e5-40d2-bf25-997aaafad1f0",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "It took 0.2620527744293213 seconds to compute an APD.\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start=time.time()\n",
    "apd1.assemble_apd()\n",
    "time_taken = time.time()-start\n",
    "print('It took',time_taken, \"seconds to compute an APD.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "b4736598-cb61-44b6-b3c2-837748092347",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plotting in 3D not yet natively implemented, but we recommend \n",
    "# PyVista as a plug in to plot a 3D APDs\n",
    "# using the assignment vector computed above.\n",
    "\n",
    "# apd1.plot_apd()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "02154383-bc36-48fe-a5f3-95d8af3cdbb3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solver tolerance is with respect to each grain separately.\n",
      "Smallest tol:  tensor(2.0000e-06, device='cuda:0')\n",
      "Optimality condition successfully overwritten.\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -0.001607\n",
      "         Iterations: 95\n",
      "         Function evaluations: 105\n",
      "It took 61.928802490234375 seconds to find optimal W.\n"
     ]
    }
   ],
   "source": [
    "apd1.find_optimal_W()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d1edef4c-6f16-47ed-8e68-640829fe4667",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}