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@barrbrain
Last active June 14, 2023 13:55
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Rav1e temporal strength analysis
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "cf1f5ba6",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import warnings\n",
"warnings.filterwarnings('ignore')\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.tri as mtri\n",
"import numpy as np\n",
"import random\n",
"from glob import iglob\n",
"from multiprocessing import Pool\n",
"from os import stat\n",
"from scipy.integrate import cumtrapz\n",
"from scipy.interpolate import LinearNDInterpolator, interp1d, pchip_interpolate\n",
"from scipy.spatial import Delaunay\n",
"from scipy.stats import bootstrap\n",
"from scipy.optimize import LinearConstraint, basinhopping"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b32c5871",
"metadata": {},
"outputs": [],
"source": [
"q_to_log = interp1d(\n",
" [78, 98, 118, 138, 158, 188],\n",
" [\n",
" 3.4093909361377017,\n",
" 3.7548875021634687,\n",
" 4.20945336562895,\n",
" 4.6969633378202085,\n",
" 5.207012254939077,\n",
" 5.998584226232956\n",
" ])\n",
"\n",
"class SequenceData:\n",
" def __init__(self, filename):\n",
" detail = filename[:-len('.y4m.zst.csv')]\n",
" detail, start, end = detail.split('-')\n",
" _, detail, fps = detail.rsplit('_', 2)\n",
" width, height = detail.split('x')\n",
" self.width = int(width)\n",
" self.height = int(height)\n",
" self.start = int(start)\n",
" self.end = int(end)\n",
" self.pixels = self.width * self.height * (self.end - self.start) \n",
" self.weight = stat(filename[:-len('.csv')]).st_size\n",
"\n",
" self.data = np.loadtxt(filename, delimiter=',')\n",
"\n",
" self.apsnr = self.data.T[0]\n",
" self.rate = self.data.T[1]\n",
" self.log_rate = np.log2(self.rate)\n",
"\n",
" q = self.data.T[2]\n",
" self.q = q\n",
" self.x_min = self.log_rate[q == 188].max()\n",
" self.x_max = self.log_rate[q == 78].min()\n",
" self.y_min = self.apsnr[q == 188].max()\n",
" self.y_max = self.apsnr[q == 78].min()\n",
"\n",
" self.strength = self.data.T[3]\n",
"\n",
" idx = self.strength == 2.6\n",
" apsnr = self.apsnr[idx]\n",
" log_rate = self.log_rate[idx]\n",
" Y = np.linspace(self.y_min, self.y_max, 50)\n",
" X = pchip_interpolate(apsnr, log_rate, Y)\n",
" self.baseline = np.trapz(X, Y) / (self.y_max - self.y_min)\n",
" \n",
" self.interp_log_rate = []\n",
" self.interp_apsnr = []\n",
" for qn in [78, 98, 118, 138, 158, 188][::-1]:\n",
" idx = self.q == qn \n",
" self.interp_log_rate.append(interp1d(self.strength[idx], self.log_rate[idx]))\n",
" self.interp_apsnr.append(interp1d(self.strength[idx], self.apsnr[idx]))\n",
"\n",
" def bd_rate(self, log_q_to_s):\n",
" log_rate = []\n",
" apsnr = []\n",
" for qn, interp_log_rate, interp_apsnr in zip(\n",
" [78, 98, 118, 138, 158, 188][::-1],\n",
" self.interp_log_rate,\n",
" self.interp_apsnr):\n",
"\n",
" log_q = q_to_log(qn)\n",
" s = log_q_to_s(log_q)\n",
" idx = self.q == qn \n",
" try:\n",
" log_rate.append(interp_log_rate(s))\n",
" apsnr.append(interp_apsnr(s))\n",
" except: return 0\n",
" Y = np.linspace(self.y_min, self.y_max, 50)\n",
" try: X = pchip_interpolate(apsnr, log_rate, Y)\n",
" except: return 0\n",
" return np.trapz(X, Y) / (self.y_max - self.y_min) - self.baseline\n",
"\n",
"sequences = [SequenceData(filename) for filename in iglob('*.csv')\n",
" if filename != 'lemonade_ads_1920x1080_25-1258-1266.y4m.zst.csv']\n",
"\n",
"weights = np.array([sequence.pixels for sequence in sequences], dtype=float)\n",
"weights /= weights.sum()\n",
"\n",
"def get_bd_rate(n, p):\n",
" return sequences[n].bd_rate(np.poly1d(p))\n",
"\n",
"pool = Pool()\n",
"\n",
"def interp_curves(x0, plot=False):\n",
" if plot:\n",
" plt.figure(figsize=(16,9))\n",
" p = np.polyfit([q_to_log(78), q_to_log(188)], x0, 1)\n",
" if plot: print(p)\n",
" line = np.poly1d(p)\n",
"\n",
" args = [(n, p) for n in range(len(sequences))]\n",
" bd_rates = [bd_rate for bd_rate in pool.starmap(get_bd_rate, args, 20)]\n",
" bd_rates = np.array(bd_rates)\n",
" \n",
" X=np.exp2(bd_rates)*100-100\n",
" if plot:\n",
" sns.histplot(x=X, weights=weights)\n",
" print(X.min(), (X*weights).sum(), X.max())\n",
" wsum = (X*weights).sum()\n",
" return wsum"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d7e3ef61",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/plain": [
" message: ['requested number of basinhopping iterations completed successfully']\n",
" success: True\n",
" fun: -0.519050296262417\n",
" x: [ 1.863e+00 2.637e+00]\n",
" nit: 50\n",
" minimization_failures: 6\n",
" nfev: 12714\n",
" njev: 4238\n",
" lowest_optimization_result: message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH\n",
" success: True\n",
" status: 0\n",
" fun: -0.519050296262417\n",
" x: [ 1.863e+00 2.637e+00]\n",
" nit: 14\n",
" jac: [ 7.496e-02 1.759e-01]\n",
" nfev: 321\n",
" njev: 107\n",
" hess_inv: <2x2 LbfgsInvHessProduct with dtype=float64>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"memo = {}\n",
"values = []\n",
"axis = np.linspace(1.5, 3.0, 129)\n",
"def interp_curves_memo(x0, init=False):\n",
" global tri\n",
" global values\n",
" x1 = (axis[np.argmin(np.abs(axis-x0[0]))], axis[np.argmin(np.abs(axis-x0[1]))])\n",
" if x1 not in memo:\n",
" memo[x1] = interp_curves(x1)\n",
" values.append(memo[x1])\n",
" if init:\n",
" return\n",
" tri.add_points(np.array([x1]))\n",
" interp = LinearNDInterpolator(tri, values)\n",
" return interp(x0)\n",
"tri = Delaunay(np.array([(x, y) for x in [1.5, 2.25, 3.0] for y in [1.5, 2.25, 3.0]]), incremental=True)\n",
"for x0 in tri.points:\n",
" interp_curves_memo(x0, True)\n",
"kwargs = {\"bounds\": [(1.5, 3.0)] * 2}\n",
"result = basinhopping(interp_curves_memo, (1.5, 3.0), niter=50, minimizer_kwargs=kwargs)\n",
"triang = mtri.Triangulation(*tri.points.T, tri.vertices)\n",
"plt.tripcolor(triang, values, cmap='plasma_r', shading='gouraud')\n",
"refiner = mtri.UniformTriRefiner(triang)\n",
"tri_refi, z_refi = refiner.refine_field(values, subdiv=3)\n",
"plt.tricontour(tri_refi, z_refi, cmap='plasma', levels=50)\n",
"plt.scatter(*tri.points.T, color='w', s=1)\n",
"plt.scatter(*result.x, color='k')\n",
"result"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9afb1e7e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.29871756 0.8448363 ]\n",
"-7.754088377206131 -0.5190503006926859 13.491962637521567\n",
"[-8.32142411e-17 2.00000000e+00]\n",
"-10.209936678391344 -0.2152637553198855 33.09721955364577\n",
"[1.86328125 1.96648714 2.10227394 2.24790173 2.4002623 2.63671875]\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1600x900 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1600x900 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"points = []\n",
"interp_curves(result.x, True)\n",
"plt.ylim([0, 0.4])\n",
"plt.xlim([-33, 33])\n",
"interp_curves((2.0, 2.0), True)\n",
"plt.ylim([0, 0.4])\n",
"plt.xlim([-33, 33])\n",
"p = np.polyfit([q_to_log(78), q_to_log(188)], result.x, 1)\n",
"print(np.poly1d(p)([q_to_log(q) for q in [78, 98, 118, 138, 158, 188]]))"
]
}
],
"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": "3.11.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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