{ "cells": [ { "cell_type": "markdown", "id": "d709a676", "metadata": {}, "source": [ "# Comparison Smoothing\n", "\n", "This notebook demonstrates and compares different smoothing techniques for irradiance estimation in optical simulations using the `diffinytrace` package.\n", "\n", "It runs locally and is intended for development, analysis, and visualization of how various smoothing kernels affect the accuracy and convergence of irradiance distributions. \n", "All computations and results are saved to the local filesystem.\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "d74d9ab1", "metadata": {}, "outputs": [], "source": [ "import sys\n", "import os\n", "\n", "sys.path.insert(0, os.path.abspath(\"..\"))\n", "\n", "import diffinytrace as dit\n", "import torch\n", "import numpy as np\n", "torch.set_default_dtype(torch.float64)\n", "import random\n", "\n", "SEED = 0\n", "np.random.seed(SEED)\n", "torch.manual_seed(SEED)\n", "random.seed(SEED)\n", "\n", "\n", "#torch.set_default_device(\"cuda:0\")\n", "device = \"cuda:0\"\n", "aperture_radius = 12.7\n", "#NBK7 = dit.materials[\"NBK7\"]\n", "#dit.plotting.wavelength.plot(NBK7)\n", "\n", "dit_nbk7 = dit.RefractiveIndex(lambda x:1.5046606373973115 + 4215.6909567737075 / (x*1000)**2,[0.1,1.5])\n", "dit_air = dit.RefractiveIndex(lambda x:1.000293,[0.1,1.5])\n", "\n", "\n", "import os\n", "results_folder = \"results/comparison_smoothing/\"\n", "try:\n", " os.mkdir(\"results\")\n", "except:\n", " pass\n", "try:\n", " os.mkdir(results_folder)\n", "except:\n", " pass\n" ] }, { "cell_type": "markdown", "id": "c3a05450", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 9, "id": "5ea135f2", "metadata": {}, "outputs": [], "source": [ "wave_len = 0.5328\n", "\n", "lens_pos1D = 0.5\n", "lens_thickness = 6.5\n", "curvature = 0.05\n", "detector_distance = 25.\n", "\n", "\n", "light_transform = dit.transforms.Offset(torch.tensor([0.0,0.0,0.0]))\n", "light_source = dit.source.CollimatedMonochromatic(light_transform,aperture_radius,wave_len)\n", "light_transform.pos.requires_grad = False\n", "\n", "lens_transform = dit.transforms.Distance(lens_pos1D,parent_transform=light_transform)\n", "lens_transform.distance.requires_grad = False\n", "surface1 = dit.Aspheric(curvature=curvature)\n", "surface2 = dit.Plane()\n", "lens1 = dit.Lens(lens_transform,lens_thickness,surface1,surface2,dit_nbk7,aperture_radius)\n", "lens1.lens_thickness.requires_grad = False\n", "\n", "detector_transform = dit.transforms.Distance(detector_distance)#25.0+0.5\n", "detector_transform.distance.requires_grad = False\n", "plane_surface = dit.Plane()\n", "\n", "det_aperture_radius = aperture_radius*0.5\n", "detector = dit.Detector(detector_transform,plane_surface,det_aperture_radius)\n", "\n", "#gridxt = torch.linspace(-aperture_radius,aperture_radius,grid_size)\n", "#grid_delta =gridxt[1]-gridxt[0] \n", "\n", "\n", "system = dit.SequentialOpticalSystem({\"source\":light_source,\"lens\":lens1,\"detector\":detector},dit_air)\n", "system = system.to(device)" ] }, { "cell_type": "code", "execution_count": 10, "id": "0332eea0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "num_pix 100 grid_delta tensor(0.1283)\n" ] } ], "source": [ "num_pix = 100\n", "__gridxt = torch.linspace(-det_aperture_radius,det_aperture_radius,num_pix)\n", "print(\"num_pix\",num_pix,\"grid_delta\",__gridxt[1]-__gridxt[0])\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "97c4e56c", "metadata": {}, "outputs": [], "source": [ "\n", "x,weights = light_source.sample(30)\n", "x = x.to(device)\n", "sequence = [\"source\",\"lens\",\"detector\"]\n", "O,D,wave_len,_,RayPaths = system(x,sequence)\n", "\n", "#dit.plotting.system3D.plot(system,RayPaths,show_grid=False)\n", "#dit.plotting.system2D.plot(system,RayPaths)" ] }, { "cell_type": "code", "execution_count": 12, "id": "af0e0416", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 100/100 [00:03<00:00, 30.53it/s]\n" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import torch\n", "import tqdm\n", "from diffinytrace.render import binned_irradiance\n", "\n", "\n", "grid = dit.target_grid.GridSquare(det_aperture_radius,num_pix)\n", "raycounting_list = []\n", "for k in tqdm.tqdm(range(100)):\n", " tmp = binned_irradiance(optical_system=system,sequence=sequence,source=light_source,detector=detector,grid=grid,num_rays=1000000,method_ray_tracing=\"monte_carlo\",device=device)\n", " tmp = tmp.detach().cpu()\n", " raycounting_list.append(tmp)\n", "raycounting = torch.mean(torch.stack(raycounting_list),dim=0).detach().cpu()\n", "\n", "\n", "dit.plotting.quantity2D.intensity(raycounting,f\"Ray Counting (#pixels=${grid.x_grid_size}^2$\",[-det_aperture_radius,det_aperture_radius])\n", "\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "846fcdca", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 3/3 [00:09<00:00, 3.29s/it]\n" ] } ], "source": [ "smooth_baseline_dict = {}\n", "\n", "maxirr_est = (1/(det_aperture_radius*2)**2)*10\n", "sigmas = [0.1,0.2,0.5]\n", "\n", "def desired_irradiance_fun(x):\n", " device = x.device\n", " dtype = x.dtype\n", " \n", " x = torch.clamp(x, min=-det_aperture_radius, max=det_aperture_radius)\n", " k = grid.get_k(x,round_to_bounds=True)\n", " k = k.cpu()\n", " \n", " out = raycounting.reshape(-1)[k]\n", " out = out.to(device=device,dtype=dtype)\n", " return out\n", " \n", "\"\"\"\n", "Here we reuse the implementation of calculating the desired irradiance, to smooth the raycounting result.\n", "\"\"\"\n", "dtype = torch.float64\n", "for sigma in tqdm.tqdm(sigmas):\n", "\n", " smoother = dit.gaussian_smoother.GaussianSmootherSquare(det_aperture_radius,num_pix,sigma,desired_irradiance_fun,smoothed_num_integration_points=2**21,smoothed_num_splits=10,device=\"cpu\")\n", " #.smoothing.GaussianSmootherSquare(det_aperture_radius,num_pix,sigma,device=\"cpu\",desired_irradiance_func=desired_irradiance_func)\n", " integrator = dit.integrators.Cube([smoother.x_range, smoother.y_range])\n", " \n", " with torch.no_grad():\n", " y,weights = integrator.sample([grid.x_grid_size,grid.y_grid_size],\"midpoint\")\n", " y = y.to(device=\"cpu\",dtype=dtype)\n", " weights = weights.to(device=\"cpu\",dtype=dtype)\n", " val_multi = desired_irradiance_fun(y)*weights\n", " tmp_multi = (1./torch.sum(val_multi)).detach().cpu()\n", "\n", " val_multi = val_multi*tmp_multi\n", "\n", " tmp = smoother.smoothed_irradiance(y,val_multi)\n", " smooth_baseline_dict[sigma] = tmp\n" ] }, { "cell_type": "code", "execution_count": null, "id": "00633706", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 14, "id": "49dfdab6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 3/3 [00:09<00:00, 3.23s/it]\n" ] }, { "data": { "text/plain": [ "0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import gc\n", "\n", "sigmas = [0.1,0.2,0.5]\n", "tmp = binned_irradiance(optical_system=system,sequence=sequence,source=light_source,detector=detector,grid=grid,num_rays=100000,method_ray_tracing=\"monte_carlo\",device=device)\n", "tmp = tmp.detach().cpu()\n", "binned_irradiance_100k = tmp\n", "\n", "quick_render = lambda num_rays,smoother: dit.render.smoothed_irradiance(optical_system=system,sequence=sequence,source=light_source,detector=detector,smoother=smoother,num_rays=num_rays,method_ray_tracing=\"monte_carlo\",device=device).cpu()\n", "get_smoother = lambda sigma: dit.gaussian_smoother.GaussianSmootherSquare(det_aperture_radius,num_pix,sigma,desired_irradiance_fun,smoothed_num_integration_points=2**21,smoothed_num_splits=10,device=\"cpu\")\n", "all_smoothed_irr100k = []\n", "for sigma in tqdm.tqdm(sigmas):\n", " smoother = get_smoother(sigma)\n", " tmp = quick_render(100000,smoother)\n", " tmp = tmp.detach().cpu()\n", " all_smoothed_irr100k.append(tmp)\n", "\n", "gc.collect()\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "9c08fc69", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\marti\\AppData\\Local\\Temp\\ipykernel_9064\\1786800411.py:49: DeprecationWarning: __array__ implementation doesn't accept a copy keyword, so passing copy=False failed. __array__ must implement 'dtype' and 'copy' keyword arguments. To learn more, see the migration guide https://numpy.org/devdocs/numpy_2_0_migration_guide.html#adapting-to-changes-in-the-copy-keyword\n", " np.array(img)[::-1],\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import torch\n", "##raycounting_high\n", "smooth_baseline_dict = {key: val.cpu() for key, val in smooth_baseline_dict.items()}\n", "binned_irradiance_100k = binned_irradiance_100k.cpu()\n", "all_smoothed_irr100k = [tmp.cpu() for tmp in all_smoothed_irr100k]\n", "raycounting = raycounting.cpu()\n", "# Example placeholders (replace with your data)\n", "irrs = [raycounting] + [val for val in smooth_baseline_dict.values()]+[binned_irradiance_100k]+all_smoothed_irr100k\n", "irrs = [irr.cpu() for irr in irrs]\n", "\n", "rows_extent = [[-det_aperture_radius, det_aperture_radius,\n", " -det_aperture_radius, det_aperture_radius]] * len(irrs)\n", "# sigmas = [...]\n", "\n", "cbar_labelsize = 12\n", "cbar_title_fontsize = 15\n", "cmap = \"jet\"\n", "cbar_title = \"[W/mm²]\"\n", "\n", "\n", "# Compute common vmin/vmax\n", "vmin = 0#torch.min(torch.cat(irrs + [raycounting_high.cpu()]))\n", "vmax = torch.max(torch.cat([raycounting] + list(smooth_baseline_dict.values())+all_smoothed_irr100k))\n", "\n", "# Create 2×4 grid, plus an extra column for the shared colorbar\n", "fig, axes = plt.subplots(\n", " nrows=2, ncols=4, figsize=(16, 8),\n", " constrained_layout=True\n", ")\n", "\n", "# Titles for each column\n", "columns_title = (\n", " [\"RC \\n(100M rays)\"] +\n", " [f\"Smoothed RC\\n(100M rays, σ={sigma} mm)\" for sigma in sigmas] +\n", " [\"RC \\n(100k rays)\"] +\n", " [f\"Measurement Function\\n(100k rays, σ={sigma} mm)\" for sigma in sigmas]\n", ")\n", "\n", "# Flatten axes for easy iteration\n", "axes = axes.flatten()\n", "\n", "# Plot each irradiance map\n", "ims = []\n", "for k, ax in enumerate(axes):\n", " if k < len(irrs):\n", " img = irrs[k]\n", " im = ax.imshow(\n", " np.array(img)[::-1],\n", " extent=rows_extent[k],\n", " vmin=vmin, vmax=vmax,\n", " origin='lower', cmap=cmap\n", " )\n", " ims.append(im)\n", " ax.set_title(columns_title[k], fontsize=cbar_title_fontsize)\n", " ax.set_xticks([-5, -2.5, 0, 2.5, 5])\n", " ax.set_yticks([-5, -2.5, 0, 2.5, 5])\n", " ax.tick_params(labelsize=cbar_labelsize)\n", " if k < 4:\n", " if k == 0:\n", " ax.tick_params(labelbottom=False)\n", " ax.set_ylabel(\"y [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " else:\n", " ax.tick_params(labelbottom=False, labelleft=False)\n", " else:\n", " if k == 4:\n", " ax.set_ylabel(\"y [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " ax.set_xlabel(\"x [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " else:\n", " ax.tick_params(labelleft=False)\n", " ax.set_xlabel(\"x [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", "\n", " else:\n", " ax.axis(\"off\") # Hide unused subplot if fewer than 8 maps\n", "\n", "# Add ONE big colorbar on the right\n", "cbar = fig.colorbar(\n", " ims[0], ax=axes, shrink=0.9, aspect=15,extend='max' # smaller aspect → thicker bar\n", ")\n", "\n", "# Tick labels\n", "cbar.ax.tick_params(labelsize=cbar_labelsize)\n", "\n", "# Set label centered along the bar\n", "cbar.set_label(cbar_title, fontsize=cbar_title_fontsize, labelpad=15)\n", "\n", "# Offset text (scientific notation scale) adjustments\n", "offset_text = cbar.ax.yaxis.offsetText\n", "offset_text.set_size(cbar_labelsize)\n", "offset_text.set_ha('left')\n", "plt.savefig(results_folder+\"irradiance_image_overviewA.png\", dpi=400, bbox_inches='tight')\n", "\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "39263cd7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\marti\\AppData\\Local\\Temp\\ipykernel_9064\\1181717374.py:46: DeprecationWarning: __array__ implementation doesn't accept a copy keyword, so passing copy=False failed. __array__ must implement 'dtype' and 'copy' keyword arguments. To learn more, see the migration guide https://numpy.org/devdocs/numpy_2_0_migration_guide.html#adapting-to-changes-in-the-copy-keyword\n", " np.array(img)[::-1],\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import torch\n", "##raycounting_high\n", "\n", "# Example placeholders (replace with your data)\n", "irrs = [raycounting] + [val for val in smooth_baseline_dict.values()]+[binned_irradiance_100k]+all_smoothed_irr100k\n", "irrs = [irr.cpu() for irr in irrs]\n", "\n", "rows_extent = [[-det_aperture_radius, det_aperture_radius,\n", " -det_aperture_radius, det_aperture_radius]] * len(irrs)\n", "# sigmas = [...]\n", "\n", "cbar_labelsize = 14\n", "cbar_title_fontsize = 17\n", "cmap = \"jet\"\n", "cbar_title = \"[W/mm²]\"\n", "\n", "\n", "# Compute common vmin/vmax\n", "vmin = 0#torch.min(torch.cat(irrs + [raycounting_high.cpu()]))\n", "vmax = torch.max(torch.cat([raycounting] + list(smooth_baseline_dict.values())+all_smoothed_irr100k))\n", "\n", "# Create 2×4 grid, plus an extra column for the shared colorbar\n", "fig, axes = plt.subplots(\n", " nrows=2, ncols=4, figsize=(16, 8),\n", " constrained_layout=True\n", ")\n", "\n", "# Titles for each column\n", "columns_title = (\n", " [\"RC \\n(100M rays)\"] +\n", " [f\"Smoothed RC\\n(100M rays, σ={sigma} mm)\" for sigma in sigmas] +\n", " [\"RC \\n(100k rays)\"] +\n", " [f\"Measurement Function\\n(100k rays, σ={sigma} mm)\" for sigma in sigmas]\n", ")\n", "\n", "# Flatten axes for easy iteration\n", "axes = axes.flatten()\n", "\n", "# Plot each irradiance map\n", "ims = []\n", "for k, ax in enumerate(axes):\n", " if k < len(irrs):\n", " img = irrs[k]\n", " im = ax.imshow(\n", " np.array(img)[::-1],\n", " extent=rows_extent[k],\n", " vmin=vmin, vmax=vmax,\n", " origin='lower', cmap=cmap\n", " )\n", " ims.append(im)\n", " ax.set_title(columns_title[k], fontsize=cbar_title_fontsize)\n", " ax.set_xticks([-5, -2.5, 0, 2.5, 5])\n", " ax.set_yticks([-5, -2.5, 0, 2.5, 5])\n", " ax.tick_params(labelsize=cbar_labelsize)\n", " if k < 4:\n", " if k == 0:\n", " ax.tick_params(labelbottom=False)\n", " ax.set_ylabel(\"y [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " else:\n", " ax.tick_params(labelbottom=False, labelleft=False)\n", " else:\n", " if k == 4:\n", " ax.set_ylabel(\"y [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " ax.set_xlabel(\"x [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " else:\n", " ax.tick_params(labelleft=False)\n", " ax.set_xlabel(\"x [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " if k == 3 or k == 7:\n", " cbar = plt.colorbar(im,ax=ax,shrink=0.65,aspect=9,extend='max') # Add a colorbar for reference\n", " cbar.ax.tick_params(labelsize=cbar_labelsize)\n", " cbar.ax.set_title(\"[W/mm²]\", fontsize=cbar_title_fontsize, pad=10,loc=\"left\") # Set label above\n", " else:\n", " ax.axis(\"off\") # Hide unused subplot if fewer than 8 maps\n", "\n", "\"\"\"# Add ONE big colorbar on the right\n", "cbar = fig.colorbar(\n", " ims[0], ax=axes, shrink=0.9, aspect=15,extend='max' # smaller aspect → thicker bar\n", ")\n", "\n", "# Tick labels\n", "cbar.ax.tick_params(labelsize=cbar_labelsize)\n", "\n", "# Set label centered along the bar\n", "cbar.set_label(cbar_title, fontsize=cbar_title_fontsize, labelpad=15)\n", "\n", "# Offset text (scientific notation scale) adjustments\n", "offset_text = cbar.ax.yaxis.offsetText\n", "offset_text.set_size(cbar_labelsize)\n", "offset_text.set_ha('left')\n", "\"\"\"\n", "plt.savefig(results_folder+\"irradiance_image_overviewA2.png\", dpi=400, bbox_inches='tight')\n", "\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "73fc9533", "metadata": {}, "outputs": [], "source": [ "import tqdm\n", "import gc\n", "def run_all_simulations():\n", " global smoother_baseline_irrs\n", " \n", " L2_diff_RC = {}\n", " L2_diff_smooth = {}\n", "\n", " RMSE_RC = {}\n", " RMSE_smooth = {}\n", " #2**np.linspace(8,20,20)\n", " all_num_rays = np.array(2**np.linspace(5,20,50),dtype=np.int64)\n", " #,5000,10000\n", "\n", " RMSE_RC_RC = []\n", " for num_rays in tqdm.tqdm(all_num_rays):\n", " \n", " irr = binned_irradiance(optical_system=system,sequence=sequence,source=light_source,detector=detector,grid=grid,num_rays=num_rays,method_ray_tracing=\"monte_carlo\",device=device).cpu()\n", " \n", " #_L2_diff_RC = torch.sqrt(smoother.get_integral_over_distribution((irr-raycounting)**2.0))\n", " \n", "\n", " _RMSE_RC = torch.sqrt(torch.mean((irr-raycounting)**2.0))\n", " \n", " RMSE_RC_RC.append(_RMSE_RC)\n", " \n", " #L2_diff_RC[sigma].append(_L2_diff_RC)\n", " \n", " for sigma in sigmas:\n", " quick_render = lambda num_rays,smoother: dit.render.smoothed_irradiance(optical_system=system,sequence=sequence,source=light_source,detector=detector,smoother=smoother,num_rays=num_rays,method_ray_tracing=\"monte_carlo\",device=device).cpu()\n", " get_smoother = lambda sigma: dit.gaussian_smoother.GaussianSmootherSquare(det_aperture_radius,num_pix,sigma,desired_irradiance_fun,smoothed_num_integration_points=2**21,smoothed_num_splits=10,device=\"cpu\")\n", " smoother = get_smoother(sigma)\n", " \n", " baseline_smooth_irr = smooth_baseline_dict[sigma]\n", " \n", " RMSE_RC[sigma] = []\n", " RMSE_smooth[sigma] = []\n", " \n", " L2_diff_RC[sigma] = []\n", " L2_diff_smooth[sigma] = []\n", " \n", "\n", " for num_rays in tqdm.tqdm(all_num_rays):\n", " gc.collect()\n", " #print(\"after baseline render\")\n", " \n", " irr = quick_render(num_rays,smoother)\n", " \n", " _L2_diff_RC = torch.sqrt(smoother.integrate_values((irr-raycounting)**2.0))\n", " _L2_diff_smooth = torch.sqrt(smoother.integrate_values((irr-baseline_smooth_irr)**2.0))\n", " \n", "\n", " _RMSE_RC = torch.sqrt(torch.mean((irr-raycounting)**2.0))\n", " _RMSE_smooth = torch.sqrt(torch.mean((irr-baseline_smooth_irr)**2.0))\n", " \n", " RMSE_RC[sigma].append(_RMSE_RC)\n", " RMSE_smooth[sigma].append(_RMSE_smooth)\n", " \n", " L2_diff_RC[sigma].append(_L2_diff_RC)\n", " L2_diff_smooth[sigma].append(_L2_diff_smooth)\n", " \n", "\n", " return RMSE_RC, RMSE_smooth, L2_diff_RC, L2_diff_smooth,RMSE_RC_RC,all_num_rays" ] }, { "cell_type": "code", "execution_count": 18, "id": "e4e0e743", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 50/50 [00:00<00:00, 88.57it/s] \n", "100%|██████████| 50/50 [00:08<00:00, 6.01it/s]\n", "100%|██████████| 50/50 [00:08<00:00, 6.12it/s]\n", "100%|██████████| 50/50 [00:08<00:00, 6.11it/s]\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import torch\n", "import numpy as np\n", "\n", "\n", "gc.collect()\n", "RMSE_RC, RMSE_smooth, L2_diff_RC, L2_diff_smooth,RMSE_RC_RC,all_num_rays = run_all_simulations()\n", "# Get the number of different ray counts\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "410cbefa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys([0.1, 0.2, 0.5])" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "smooth_baseline_dict.keys()" ] }, { "cell_type": "code", "execution_count": 20, "id": "38e61707", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "plt.figure(figsize=(12,5))\n", "\n", "colors = ['lightblue', 'lightgreen', 'gold', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC[sigma]],'-',linewidth=6, markersize=4,color=colors[i],label=f\"RC (100M rays) vs GM (N rays), σ={sigma} mm\",alpha=1)\n", " \n", "plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC_RC],linewidth=2, markersize=4,color =\"red\",label=\"RC (100M rays) vs RC (N rays)\")\n", "colors = ['darkblue', 'darkgreen', 'darkorange', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_smooth[sigma]],'--',linewidth=2, markersize=4,color = colors[i],label=f\"Smoothed RC (100M rays) vs GM (N rays), σ={sigma} mm\", alpha=1)\n", "\n", "\n", "plt.title('Convergence of Irradiance Estimation with Increasing Number of Rays')#fontsize=16\n", "plt.xlabel('Number of Rays (N)')#, fontsize=14\n", "plt.ylabel('RMSE')#, fontsize=14\n", "plt.legend( ncol=2)\n", "plt.grid(True, 'minor',alpha=0.3)\n", "plt.grid(True,alpha=0.5)\n", "plt.tight_layout()\n", "plt.savefig(results_folder+\"irradiance_comparison_RMSE_VA.png\", dpi=400, bbox_inches='tight')\n", " " ] }, { "cell_type": "code", "execution_count": 21, "id": "546d0c3e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "plt.figure(figsize=(10,5))\n", "\n", "colors = ['lightblue', 'lightgreen', 'gold', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC[sigma]],'-',linewidth=6, markersize=4,color=colors[i],label=f\"RC (100M rays) vs GM (N rays), σ={sigma} mm\",alpha=1)\n", " \n", "plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC_RC],linewidth=2, markersize=4,color =\"red\",label=\"RC (100M rays) vs RC (N rays)\")\n", "colors = ['darkblue', 'darkgreen', 'darkorange', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_smooth[sigma]],'--',linewidth=2, markersize=4,color = colors[i],label=f\"Smoothed RC (100M rays) vs GM (N rays), σ={sigma} mm\", alpha=1)\n", "\n", "\n", "plt.title('Convergence of Irradiance Estimation with Increasing Number of Rays')#fontsize=16\n", "plt.xlabel('Number of Rays (N)')#, fontsize=14\n", "plt.ylabel('RMSE')#, fontsize=14\n", "plt.legend( ncol=2)\n", "plt.grid(True, 'minor',alpha=0.3)\n", "plt.grid(True,alpha=0.5)\n", "plt.tight_layout()\n", "plt.savefig(results_folder+\"irradiance_comparison_RMSE_VB.png\", dpi=400, bbox_inches='tight')\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "b1e3c77e", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "import torch\n", "\n", "\n", "# Prepare data (right-hand grid only)\n", "irrs = [raycounting] + list(smooth_baseline_dict.values()) + [binned_irradiance_100k] + all_smoothed_irr100k\n", "irrs = [irr.cpu() for irr in irrs]\n", "\n", "rows_extent = [[\n", " -det_aperture_radius, det_aperture_radius,\n", " -det_aperture_radius, det_aperture_radius\n", "]] * len(irrs)\n", "\n", "cbar_labelsize = 12\n", "cbar_title_fontsize = 15\n", "cmap = \"jet\"\n", "cbar_title = \"[W/mm²]\"\n", "\n", "# Color scale across the plotted images\n", "vmin = 0.0\n", "vmax = torch.max(torch.cat([raycounting] + list(smooth_baseline_dict.values())+all_smoothed_irr100k))\n", "\n", "# Figure layout: 2 rows × 3 cols\n", "fig = plt.figure(figsize=(14, 8), constrained_layout=True)\n", "gs = gridspec.GridSpec(2, 3, figure=fig)\n", "\n", "# Titles corresponding to `irrs`\n", "columns_title = (\n", " [\"RC\\n(100M rays)\"] +\n", " [f\"Smoothed RC\\n(100M rays, σ={sigma} mm)\" for sigma in sigmas] +\n", " [\"RC\\n(100k rays)\"] +\n", " [f\"Measurement Function\\n(100k rays, σ={sigma} mm)\" for sigma in sigmas]\n", ")\n", "\n", "# Remove 3rd and 7th images (0-based indices: 2 and 6)\n", "remove_indices = {2, 6}\n", "irrs = [irr for i, irr in enumerate(irrs) if i not in remove_indices]\n", "rows_extent = [ext for i, ext in enumerate(rows_extent) if i not in remove_indices]\n", "columns_title = [t for i, t in enumerate(columns_title) if i not in remove_indices]\n", "\n", "# Plot the 2×3 grid\n", "axes = []\n", "ims = []\n", "for r in range(2):\n", " for c in range(3):\n", " idx = r * 3 + c\n", " ax = fig.add_subplot(gs[r, c])\n", " if idx < len(irrs):\n", " img = np.array(irrs)[idx]\n", " im = ax.imshow(\n", " img[::-1],\n", " extent=rows_extent[idx],\n", " vmin=vmin, vmax=vmax,\n", " origin='lower', cmap=cmap\n", " )\n", " ims.append(im)\n", " axes.append(ax)\n", "\n", " ax.set_title(columns_title[idx], fontsize=cbar_title_fontsize)\n", " ax.set_xticks([-5, -2.5, 0, 2.5, 5])\n", " ax.set_yticks([-5, -2.5, 0, 2.5, 5])\n", " ax.tick_params(labelsize=cbar_labelsize)\n", " \n", " # Clean ticks: hide duplicate left labels and top-row bottom labels\n", " if c != 0:\n", " ax.tick_params(labelleft=False)\n", " else:\n", " ax.set_ylabel(\"y [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " \n", " if r == 0:\n", " ax.tick_params(labelbottom=False)\n", " else:\n", " ax.set_xlabel(\"x [mm]\", fontsize=cbar_labelsize) # Add ylabel\n", " \n", " \n", " else:\n", " ax.axis(\"off\")\n", "\n", "# Shared colorbar for everything (thicker, center label, extend at max)\n", "mappable = ims[0] # there should be at least one image\n", "cbar = fig.colorbar(\n", " mappable,\n", " ax=axes,\n", " shrink=0.9,\n", " aspect=15,\n", " extend='max',\n", ")\n", "cbar.ax.tick_params(labelsize=cbar_labelsize)\n", "cbar.set_label(cbar_title, fontsize=cbar_title_fontsize, labelpad=15)\n", "\n", "offset_text = cbar.ax.yaxis.offsetText\n", "offset_text.set_size(cbar_labelsize)\n", "offset_text.set_ha('left')\n", "\n", "plt.savefig(results_folder + \"irradiance_image_overviewD.png\",\n", " dpi=400, bbox_inches='tight')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 23, "id": "3d427eb7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'import matplotlib.pyplot as plt\\nimport torch\\n\\n# --- Assume these are already defined ---\\n# raycounting_high, det_aperture_radius, vmin, vmax, cmap,\\n# cbar_labelsize, cbar_title_fontsize, cbar_title\\n\\nfig, ax = plt.subplots(figsize=(6, 6)) # single square plot\\n\\nim = ax.imshow(\\n raycounting_high.cpu(),\\n extent=[-det_aperture_radius, det_aperture_radius,\\n -det_aperture_radius, det_aperture_radius],\\n vmin=vmin, vmax=vmax,\\n origin=\\'lower\\', cmap=cmap\\n)\\n\\nax.set_title(\"RC High-Resolution\\n(100M rays, $1000^2$ pixels)\",\\n fontsize=cbar_title_fontsize)\\nax.set_xticks([-5, -2.5, 0, 2.5, 5])\\nax.set_yticks([-5, -2.5, 0, 2.5, 5])\\nax.tick_params(labelsize=cbar_labelsize)\\n\\n# Optional: add colorbar\\ncbar = fig.colorbar(im, ax=ax, shrink=0.8, aspect=15,extend=\\'max\\')\\ncbar.ax.tick_params(labelsize=cbar_labelsize)\\ncbar.set_label(cbar_title, fontsize=cbar_title_fontsize, labelpad=15)\\nplt.savefig(results_folder + \"irradiance_image_overviewE.png\",\\n dpi=400, bbox_inches=\\'tight\\')\\n\\nplt.show()\\n'" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"\"\"import matplotlib.pyplot as plt\n", "import torch\n", "\n", "# --- Assume these are already defined ---\n", "# raycounting_high, det_aperture_radius, vmin, vmax, cmap,\n", "# cbar_labelsize, cbar_title_fontsize, cbar_title\n", "\n", "fig, ax = plt.subplots(figsize=(6, 6)) # single square plot\n", "\n", "im = ax.imshow(\n", " raycounting_high.cpu(),\n", " extent=[-det_aperture_radius, det_aperture_radius,\n", " -det_aperture_radius, det_aperture_radius],\n", " vmin=vmin, vmax=vmax,\n", " origin='lower', cmap=cmap\n", ")\n", "\n", "ax.set_title(\"RC High-Resolution\\n(100M rays, $1000^2$ pixels)\",\n", " fontsize=cbar_title_fontsize)\n", "ax.set_xticks([-5, -2.5, 0, 2.5, 5])\n", "ax.set_yticks([-5, -2.5, 0, 2.5, 5])\n", "ax.tick_params(labelsize=cbar_labelsize)\n", "\n", "# Optional: add colorbar\n", "cbar = fig.colorbar(im, ax=ax, shrink=0.8, aspect=15,extend='max')\n", "cbar.ax.tick_params(labelsize=cbar_labelsize)\n", "cbar.set_label(cbar_title, fontsize=cbar_title_fontsize, labelpad=15)\n", "plt.savefig(results_folder + \"irradiance_image_overviewE.png\",\n", " dpi=400, bbox_inches='tight')\n", "\n", "plt.show()\n", "\"\"\"" ] }, { "cell_type": "code", "execution_count": 24, "id": "eec09b03", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "88442" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gc.collect()" ] }, { "cell_type": "code", "execution_count": 25, "id": "469ac574", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "plt.figure(figsize=(10,5))\n", "\n", "colors = ['lightblue', 'lightgreen', 'gold', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC[sigma]],'-',linewidth=6, markersize=4,color=colors[i],label=f\"RC (100M rays) vs GM (N rays), σ={sigma} mm\",alpha=1)\n", " \n", "plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC_RC],linewidth=2, markersize=4,color =\"red\",label=\"RC (100M rays) vs RC (N rays)\")\n", "colors = ['darkblue', 'darkgreen', 'darkorange', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_smooth[sigma]],'--',linewidth=2, markersize=4,color = colors[i],label=f\"Smoothed RC (100M rays) vs GM (N rays), σ={sigma} mm\", alpha=1)\n", "\n", "\n", "plt.title('Convergence of Irradiance Estimation with Increasing Number of Rays')#fontsize=16\n", "plt.xlabel('Number of Rays (N)')#, fontsize=14\n", "plt.ylabel('RMSE')#, fontsize=14\n", "plt.legend(ncol=2, loc='lower center', bbox_to_anchor=(0.5, -0.4), frameon=False)\n", "plt.grid(True, 'minor', alpha=0.3)\n", "plt.grid(True, alpha=0.5)\n", "#plt.tight_layout()\n", "plt.savefig(results_folder+\"irradiance_comparison_RMSE_VB2.png\", dpi=400, bbox_inches='tight')\n" ] }, { "cell_type": "code", "execution_count": 26, "id": "e7d82ebe", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "label_font_size = 16\n", "title_font_size = 16\n", "plt.figure(figsize=(13,7))\n", "\n", "colors = ['lightblue', 'lightgreen', 'gold', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC[sigma]],'-',linewidth=6, markersize=4,color=colors[i],label=f\"RC (Reference) vs GM, σ={sigma} mm\",alpha=1)\n", " \n", "plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_RC_RC],linewidth=2, markersize=4,color =\"red\",label=\"RC (Reference) vs RC\")\n", "colors = ['darkblue', 'darkgreen', 'darkorange', 'purple']\n", "for i, sigma in enumerate(RMSE_RC.keys()):\n", " plt.loglog(all_num_rays,[elem.cpu() for elem in RMSE_smooth[sigma]],'--',linewidth=2, markersize=4,color = colors[i],label=f\"Smoothed RC (Reference) vs GM, σ={sigma} mm\", alpha=1)\n", "\n", "\n", "plt.title('Convergence of Irradiance Estimation\\nwith Increasing Number of Rays', fontsize=title_font_size*1.2)\n", "plt.xlabel('Number of Rays (N)', fontsize=label_font_size)\n", "plt.ylabel('RMSE', fontsize=label_font_size)\n", "plt.tick_params(axis='both', labelsize=label_font_size) # <-- Increase tick font size\n", "plt.legend(ncol=2, loc='lower center', bbox_to_anchor=(0.5, -0.4), frameon=False, fontsize=title_font_size)\n", "plt.grid(True, 'minor', alpha=0.3)\n", "plt.grid(True, alpha=0.5)\n", "#plt.tight_layout()\n", "plt.savefig(results_folder+\"irradiance_comparison_RMSE_VB3.png\", dpi=400, bbox_inches='tight')\n" ] } ], "metadata": { "kernelspec": { "display_name": "working", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }