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@andiac
Last active July 27, 2022 00:06
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "9a9cc8cd",
"metadata": {},
"outputs": [],
"source": [
"import drjit as dr\n",
"import mitsuba as mi\n",
"import numpy as np\n",
"\n",
"mi.set_variant('cuda_ad_rgb')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "f060ac81",
"metadata": {},
"outputs": [],
"source": [
"def mis_weight(pdf_a, pdf_b):\n",
" pdf_a *= pdf_a\n",
" pdf_b *= pdf_b\n",
" return dr.select(pdf_a > mi.Float(0.0), pdf_a / (pdf_a + pdf_b), mi.Float(0.0))\n",
"\n",
"def integrator_sample(scene, sampler, ray, medium, active=True):\n",
" \n",
" throughput = mi.Spectrum(1.0)\n",
" result = mi.Spectrum(0.0)\n",
" eta = mi.Float(1.0)\n",
" depth = mi.UInt32(0)\n",
" \n",
" # TODO: m_hide_emitters... \n",
" valid_ray = dr.neq(scene.environment(), None)\n",
" \n",
" prev_si = dr.zeros(mi.Interaction3f)\n",
" prev_bsdf_pdf = mi.Float(1.0)\n",
" prev_bsdf_delta = mi.Bool(True)\n",
" bsdf_ctx = mi.BSDFContext()\n",
" \n",
" max_depth = 6\n",
" \n",
" while dr.any(active):\n",
" si = scene.ray_intersect(ray)\n",
" \n",
" # Direct emission\n",
" if dr.any(dr.neq(si.emitter(scene), None)):\n",
" ds = mi.DirectionSample3f(scene, si, prev_si)\n",
" em_pdf = mi.Float(0.0)\n",
" # if dr.any(not prev_bsdf_delta):\n",
" if dr.any(dr.neq(prev_bsdf_delta, True)):\n",
" # em_pdf = scene.pdf_emitter_direction(prev_si, ds, not prev_bsdf_delta)\n",
" em_pdf = scene.pdf_emitter_direction(prev_si, ds, dr.neq(prev_bsdf_delta, True))\n",
" mis_bsdf = mis_weight(prev_bsdf_pdf, em_pdf)\n",
" result += throughput * ds.emitter.eval(si, prev_bsdf_pdf > mi.Float(0.0))\n",
" \n",
" active_next = (depth + 1 < max_depth) & si.is_valid()\n",
" if dr.none(active_next):\n",
" break\n",
" \n",
" # emitter sampling\n",
" bsdf = si.bsdf(ray)\n",
" active_em = active_next & mi.has_flag(bsdf.flags(), mi.BSDFFlags.Smooth)\n",
" if dr.any(active_em):\n",
" ds, em_weight = scene.sample_emitter_direction(si, sampler.next_2d(), True, active_em)\n",
" active_em = active_em & dr.neq(ds.pdf, mi.Float(0.0))\n",
" \n",
" if dr.grad_enabled(si.p):\n",
" ds.d = dr.normazlize(ds.p - si.p)\n",
" em_val = scene.eval_emitter_direction(si, ds, active_em)\n",
" em_weight = dr.select(dr.neq(ds.pdf, mi.Float(0.0)), em_val / ds.pdf, 0.0)\n",
" \n",
" wo = si.to_local(ds.d)\n",
" bsdf_val, bsdf_pdf = bsdf.eval_pdf(bsdf_ctx, si, wo, active_em)\n",
" bsdf_val = si.to_world_mueller(bsdf_val, -wo, si.wi)\n",
" \n",
" mis_em = dr.select(ds.delta, mi.Float(1.0), mis_weight(ds.pdf, bsdf_pdf))\n",
" result += dr.select(active_em, throughput * bsdf_val * em_weight * mis_em, mi.Color3f(0.0))\n",
" \n",
" # BSDF sampling\n",
" sample_1 = sampler.next_1d()\n",
" sample_2 = sampler.next_2d()\n",
" \n",
" bsdf_sample, bsdf_weight = bsdf.sample(bsdf_ctx, si, sample_1, sample_2, active_next)\n",
" bsdf_weight = si.to_world_mueller(bsdf_weight, -bsdf_sample.wo, si.wi)\n",
" \n",
" ray = si.spawn_ray(si.to_world(bsdf_sample.wo))\n",
" \n",
" if dr.grad_enabled(ray):\n",
" ray = dr.detach(ray)\n",
" wo = si.to_local(ray.d)\n",
" bsdf_val, bsdf_pdf = bsdf.eval_pdf(bsdf_ctx, si, wo, active)\n",
" bsdf_weight = dr.select(bsdf_pdf > mi.Float(0.0), bsdf_val / dr.detach(bsdf_pdf), bsdf_weight)\n",
" \n",
" throughput *= bsdf_weight\n",
" eta *= bsdf_sample.eta\n",
" valid_ray |= active & si.is_valid() & (dr.neq(mi.has_flag(bsdf_sample.sampled_type, mi.BSDFFlags.Null), True))\n",
" prev_si = si\n",
" prev_bsdf_pdf = bsdf_sample.pdf\n",
" prev_bsdf_delta = mi.has_flag(bsdf_sample.sampled_type, mi.BSDFFlags.Delta)\n",
" \n",
" # Stopping criterion\n",
" depth += dr.select(si.is_valid(), mi.UInt32(1), mi.UInt32(0))\n",
" \n",
" throughput_max = dr.max(throughput)\n",
" rr_prob = dr.minimum(throughput_max * dr.sqr(eta), mi.Float(0.95))\n",
" rr_active = depth >= mi.UInt32(0)\n",
" rr_continue = sampler.next_1d() < rr_prob\n",
" #throughput *= dr.select(rr_active, dr.rcp(dr.detach(rr_prob)), mi.Float(1.0))\n",
" \n",
" active = active_next & (dr.neq(rr_active, True) | rr_continue) & dr.neq(throughput_max, mi.Float(0.0))\n",
" \n",
" \n",
" return dr.select(valid_ray, result, 0.0), valid_ray\n",
" \n",
"\n",
"class MyPathIntegrator(mi.SamplingIntegrator):\n",
" def __init__(self, props):\n",
" mi.SamplingIntegrator.__init__(self, props)\n",
" #self.bsdf_samples = props[\"bsdf_samples\"]\n",
" #self.emitter_samples = props[\"emitter_samples\"]\n",
" self.emitter_samples = props[\"max_depth\"]\n",
"\n",
" def sample(self, scene, sampler, ray, medium, active):\n",
" result, is_valid = integrator_sample(scene, sampler, ray, medium, active)\n",
" return result, is_valid, []\n",
"\n",
" def aov_names(self):\n",
" return []\n",
"\n",
" def to_string(self):\n",
" return \"MyPathIntegrator[]\"\n",
" \n",
"mi.register_integrator(\"mypathintegrator\", lambda props: MyPathIntegrator(props))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "50680c16",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# scene = mi.load_file(\"./scenes/veach_mi/mi.xml\", integrator=\"mypathintegrator\")\n",
"scene = mi.load_file(\"./scenes/cbox.xml\", integrator=\"mypathintegrator\")\n",
"image = mi.render(scene, spp=256)\n",
"import matplotlib.pyplot as plt\n",
"\n",
"plt.axis(\"off\")\n",
"plt.imshow(image ** (1.0 / 2.2)); # approximate sRGB tonemapping"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "2cd8792e",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"scene = mi.load_file(\"./scenes/cbox.xml\", max_depth=6, integrator=\"path\")\n",
"image = mi.render(scene, spp=256)\n",
"plt.axis(\"off\")\n",
"plt.imshow(image ** (1.0 / 2.2)); # approximate sRGB tonemapping"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "56860ca0",
"metadata": {
"scrolled": true
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "131f469b",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "6416660d",
"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": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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