{"id":17763,"url":"https://patchwork.libcamera.org/api/1.1/patches/17763/?format=json","web_url":"https://patchwork.libcamera.org/patch/17763/","project":{"id":1,"url":"https://patchwork.libcamera.org/api/1.1/projects/1/?format=json","name":"libcamera","link_name":"libcamera","list_id":"libcamera_core","list_email":"libcamera-devel@lists.libcamera.org","web_url":"","scm_url":"","webscm_url":""},"msgid":"<20221110045253.1909648-2-paul.elder@ideasonboard.com>","date":"2022-11-10T04:52:51","name":"[libcamera-devel,v6,1/2] ipa: rkisp1: Take into account color temperature during LSC algorithm","commit_ref":"14c869c00fdd79a93d06b506546051716a2f4623","pull_url":null,"state":"accepted","archived":false,"hash":"2183bfb4f867dc60c182663b1ee5142a4a191fcc","submitter":{"id":17,"url":"https://patchwork.libcamera.org/api/1.1/people/17/?format=json","name":"Paul Elder","email":"paul.elder@ideasonboard.com"},"delegate":null,"mbox":"https://patchwork.libcamera.org/patch/17763/mbox/","series":[{"id":3601,"url":"https://patchwork.libcamera.org/api/1.1/series/3601/?format=json","web_url":"https://patchwork.libcamera.org/project/libcamera/list/?series=3601","date":"2022-11-10T04:52:50","name":"Take into account color temperature during LSC algorithm for rkisp1","version":6,"mbox":"https://patchwork.libcamera.org/series/3601/mbox/"}],"comments":"https://patchwork.libcamera.org/api/patches/17763/comments/","check":"pending","checks":"https://patchwork.libcamera.org/api/patches/17763/checks/","tags":{},"headers":{"Return-Path":"<libcamera-devel-bounces@lists.libcamera.org>","X-Original-To":"parsemail@patchwork.libcamera.org","Delivered-To":"parsemail@patchwork.libcamera.org","Received":["from lancelot.ideasonboard.com (lancelot.ideasonboard.com\n\t[92.243.16.209])\n\tby patchwork.libcamera.org (Postfix) with ESMTPS id 85B4CBD16B\n\tfor 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algorithm","X-BeenThere":"libcamera-devel@lists.libcamera.org","X-Mailman-Version":"2.1.29","Precedence":"list","List-Id":"<libcamera-devel.lists.libcamera.org>","List-Unsubscribe":"<https://lists.libcamera.org/options/libcamera-devel>,\n\t<mailto:libcamera-devel-request@lists.libcamera.org?subject=unsubscribe>","List-Archive":"<https://lists.libcamera.org/pipermail/libcamera-devel/>","List-Post":"<mailto:libcamera-devel@lists.libcamera.org>","List-Help":"<mailto:libcamera-devel-request@lists.libcamera.org?subject=help>","List-Subscribe":"<https://lists.libcamera.org/listinfo/libcamera-devel>,\n\t<mailto:libcamera-devel-request@lists.libcamera.org?subject=subscribe>","From":"Paul Elder via libcamera-devel <libcamera-devel@lists.libcamera.org>","Reply-To":"Paul Elder <paul.elder@ideasonboard.com>","Errors-To":"libcamera-devel-bounces@lists.libcamera.org","Sender":"\"libcamera-devel\" <libcamera-devel-bounces@lists.libcamera.org>"},"content":"From: Florian Sylvestre <fsylvestre@baylibre.com>\n\nAdd coefficients sets in the YAML tuning file to allow using different set\ndepending of the image color temperature (provided by AWB algorithm).\n\nDuring processing, LSC algorithm computes coefficients by doing a linear\ninterpolation between the two closer set.\n\nSigned-off-by: Florian Sylvestre <fsylvestre@baylibre.com>\nSigned-off-by: Paul Elder <paul.elder@ideasonboard.com>\nReviewed-by: Jacopo Mondi <jacopo@jmondi.org>\nReviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>\n\n---\nChanges in v6:\n- cosmetic changes\n\nChanges in v5:\n- fix cosmetic issues\n- fix set0 and set1 (they were swapped)\n- improve and simplify ct-rounding conditions\n\nChanges in v4:\n- save both the original and adjusted color temperature\n  - for more correct decisions on skipping interpolation\n- use map to store the LSC tables based on their color temperature\n  - for easier searching for available color temperatures LSC tables\n- redesign the LSC color temperature selection\n  - fix conditions for skipping interpolation\n  - fix choosing the nearest color temperature LSC table\n    - it used to be that, if ct was within 10% of both the upper and\n      lower ct, the lower ct would be chosen unconditionally\n---\n src/ipa/rkisp1/algorithms/lsc.cpp | 200 ++++++++++++++++++++++----\n src/ipa/rkisp1/algorithms/lsc.h   |  26 +++-\n src/ipa/rkisp1/data/ov5640.yaml   | 231 ++++++++++++++++++++----------\n 3 files changed, 352 insertions(+), 105 deletions(-)","diff":"diff --git a/src/ipa/rkisp1/algorithms/lsc.cpp b/src/ipa/rkisp1/algorithms/lsc.cpp\nindex e1c59033..3a443e77 100644\n--- a/src/ipa/rkisp1/algorithms/lsc.cpp\n+++ b/src/ipa/rkisp1/algorithms/lsc.cpp\n@@ -7,6 +7,7 @@\n \n #include \"lsc.h\"\n \n+#include <algorithm>\n #include <cmath>\n #include <numeric>\n \n@@ -89,6 +90,7 @@ static std::vector<uint16_t> parseTable(const YamlObject &tuningData,\n }\n \n LensShadingCorrection::LensShadingCorrection()\n+\t: lastCt_({ 0, 0 })\n {\n }\n \n@@ -104,14 +106,46 @@ int LensShadingCorrection::init([[maybe_unused]] IPAContext &context,\n \tif (xSize_.empty() || ySize_.empty())\n \t\treturn -EINVAL;\n \n-\trData_ = parseTable(tuningData, \"r\");\n-\tgrData_ = parseTable(tuningData, \"gr\");\n-\tgbData_ = parseTable(tuningData, \"gb\");\n-\tbData_ = parseTable(tuningData, \"b\");\n+\t/* Get all defined sets to apply. */\n+\tconst YamlObject &yamlSets = tuningData[\"sets\"];\n+\tif (!yamlSets.isList()) {\n+\t\tLOG(RkISP1Lsc, Error)\n+\t\t\t<< \"'sets' parameter not found in tuning file\";\n+\t\treturn -EINVAL;\n+\t}\n+\n+\tconst auto &sets = yamlSets.asList();\n+\tfor (const auto &yamlSet : sets) {\n+\t\tuint32_t ct = yamlSet[\"ct\"].get<uint32_t>(0);\n+\n+\t\tif (sets_.count(ct)) {\n+\t\t\tLOG(RkISP1Lsc, Error)\n+\t\t\t\t<< \"Multiple sets found for color temperature \"\n+\t\t\t\t<< ct;\n+\t\t\treturn -EINVAL;\n+\t\t}\n+\n+\t\tComponents &set = sets_[ct];\n+\n+\t\tset.ct = ct;\n+\t\tset.r = parseTable(yamlSet, \"r\");\n+\t\tset.gr = parseTable(yamlSet, \"gr\");\n+\t\tset.gb = parseTable(yamlSet, \"gb\");\n+\t\tset.b = parseTable(yamlSet, \"b\");\n+\n+\t\tif (set.r.empty() || set.gr.empty() ||\n+\t\t    set.gb.empty() || set.b.empty()) {\n+\t\t\tLOG(RkISP1Lsc, Error)\n+\t\t\t\t<< \"Set for color temperature \" << ct\n+\t\t\t\t<< \" is missing tables\";\n+\t\t\treturn -EINVAL;\n+\t\t}\n+\t}\n \n-\tif (rData_.empty() || grData_.empty() ||\n-\t    gbData_.empty() || bData_.empty())\n+\tif (sets_.empty()) {\n+\t\tLOG(RkISP1Lsc, Error) << \"Failed to load any sets\";\n \t\treturn -EINVAL;\n+\t}\n \n \treturn 0;\n }\n@@ -151,36 +185,154 @@ int LensShadingCorrection::configure(IPAContext &context,\n \treturn 0;\n }\n \n+void LensShadingCorrection::setParameters(rkisp1_params_cfg *params)\n+{\n+\tstruct rkisp1_cif_isp_lsc_config &config = params->others.lsc_config;\n+\n+\tmemcpy(config.x_grad_tbl, xGrad_, sizeof(config.x_grad_tbl));\n+\tmemcpy(config.y_grad_tbl, yGrad_, sizeof(config.y_grad_tbl));\n+\tmemcpy(config.x_size_tbl, xSizes_, sizeof(config.x_size_tbl));\n+\tmemcpy(config.y_size_tbl, ySizes_, sizeof(config.y_size_tbl));\n+\n+\tparams->module_en_update |= RKISP1_CIF_ISP_MODULE_LSC;\n+\tparams->module_ens |= RKISP1_CIF_ISP_MODULE_LSC;\n+\tparams->module_cfg_update |= RKISP1_CIF_ISP_MODULE_LSC;\n+}\n+\n+void LensShadingCorrection::copyTable(rkisp1_cif_isp_lsc_config &config,\n+\t\t\t\t      const Components &set)\n+{\n+\tstd::copy(set.r.begin(), set.r.end(), &config.r_data_tbl[0][0]);\n+\tstd::copy(set.gr.begin(), set.gr.end(), &config.gr_data_tbl[0][0]);\n+\tstd::copy(set.gb.begin(), set.gb.end(), &config.gb_data_tbl[0][0]);\n+\tstd::copy(set.b.begin(), set.b.end(), &config.b_data_tbl[0][0]);\n+}\n+\n+/*\n+ * Interpolate LSC parameters based on color temperature value.\n+ */\n+void LensShadingCorrection::interpolateTable(rkisp1_cif_isp_lsc_config &config,\n+\t\t\t\t\t     const Components &set0,\n+\t\t\t\t\t     const Components &set1,\n+\t\t\t\t\t     const uint32_t ct)\n+{\n+\tdouble coeff0 = (set1.ct - ct) / (set1.ct - set0.ct);\n+\tdouble coeff1 = (ct - set0.ct) / (set1.ct - set0.ct);\n+\n+\tfor (unsigned int i = 0; i < RKISP1_CIF_ISP_LSC_SAMPLES_MAX; ++i) {\n+\t\tfor (unsigned int j = 0; j < RKISP1_CIF_ISP_LSC_SAMPLES_MAX; ++j) {\n+\t\t\tunsigned int sample = i * RKISP1_CIF_ISP_LSC_SAMPLES_MAX + j;\n+\n+\t\t\tconfig.r_data_tbl[i][j] =\n+\t\t\t\tset0.r[sample] * coeff0 +\n+\t\t\t\tset1.r[sample] * coeff1;\n+\n+\t\t\tconfig.gr_data_tbl[i][j] =\n+\t\t\t\tset0.gr[sample] * coeff0 +\n+\t\t\t\tset1.gr[sample] * coeff1;\n+\n+\t\t\tconfig.gb_data_tbl[i][j] =\n+\t\t\t\tset0.gb[sample] * coeff0 +\n+\t\t\t\tset1.gb[sample] * coeff1;\n+\n+\t\t\tconfig.b_data_tbl[i][j] =\n+\t\t\t\tset0.b[sample] * coeff0 +\n+\t\t\t\tset1.b[sample] * coeff1;\n+\t\t}\n+\t}\n+}\n+\n /**\n  * \\copydoc libcamera::ipa::Algorithm::prepare\n  */\n-void LensShadingCorrection::prepare([[maybe_unused]] IPAContext &context,\n+void LensShadingCorrection::prepare(IPAContext &context,\n \t\t\t\t    const uint32_t frame,\n \t\t\t\t    [[maybe_unused]] IPAFrameContext &frameContext,\n \t\t\t\t    rkisp1_params_cfg *params)\n {\n-\tif (frame > 0)\n+\tstruct rkisp1_cif_isp_lsc_config &config = params->others.lsc_config;\n+\n+\t/*\n+\t * If there is only one set, the configuration has already been done\n+\t * for first frame.\n+\t */\n+\tif (sets_.size() == 1 && frame > 0)\n \t\treturn;\n \n-\tstruct rkisp1_cif_isp_lsc_config &config = params->others.lsc_config;\n+\t/*\n+\t * If there is only one set, pick it. We can ignore lastCt_, as it will\n+\t * never be relevant.\n+\t */\n+\tif (sets_.size() == 1) {\n+\t\tsetParameters(params);\n+\t\tcopyTable(config, sets_.cbegin()->second);\n+\t\treturn;\n+\t}\n \n-\tmemcpy(config.x_grad_tbl, xGrad_, sizeof(config.x_grad_tbl));\n-\tmemcpy(config.y_grad_tbl, yGrad_, sizeof(config.y_grad_tbl));\n-\tmemcpy(config.x_size_tbl, xSizes_, sizeof(config.x_size_tbl));\n-\tmemcpy(config.y_size_tbl, ySizes_, sizeof(config.y_size_tbl));\n+\tuint32_t ct = context.activeState.awb.temperatureK;\n+\tct = std::clamp(ct, sets_.cbegin()->first, sets_.crbegin()->first);\n \n-\tstd::copy(rData_.begin(), rData_.end(),\n-\t\t  &config.r_data_tbl[0][0]);\n-\tstd::copy(grData_.begin(), grData_.end(),\n-\t\t  &config.gr_data_tbl[0][0]);\n-\tstd::copy(gbData_.begin(), gbData_.end(),\n-\t\t  &config.gb_data_tbl[0][0]);\n-\tstd::copy(bData_.begin(), bData_.end(),\n-\t\t  &config.b_data_tbl[0][0]);\n+\t/*\n+\t * If the original is the same, then it means the same adjustment would\n+\t * be made. If the adjusted is the same, then it means that it's the\n+\t * same as what was actually applied. Thus in these cases we can skip\n+\t * reprogramming the LSC.\n+\t *\n+\t * original == adjusted can only happen if an interpolation\n+\t * happened, or if original has an exact entry in sets_. This means\n+\t * that if original != adjusted, then original was adjusted to\n+\t * the nearest available entry in sets_, resulting in adjusted.\n+\t * Clearly, any ct value that is in between original and adjusted\n+\t * will be adjusted to the same adjusted value, so we can skip\n+\t * reprogramming the LSC table.\n+\t *\n+\t * We also skip updating the original value, as the last one had a\n+\t * larger bound and thus a larger range of ct values that will be\n+\t * adjusted to the same adjusted.\n+\t */\n+\tif ((lastCt_.original <= ct && ct <= lastCt_.adjusted) ||\n+\t    (lastCt_.adjusted <= ct && ct <= lastCt_.original))\n+\t\treturn;\n \n-\tparams->module_en_update |= RKISP1_CIF_ISP_MODULE_LSC;\n-\tparams->module_ens |= RKISP1_CIF_ISP_MODULE_LSC;\n-\tparams->module_cfg_update |= RKISP1_CIF_ISP_MODULE_LSC;\n+\tsetParameters(params);\n+\n+\t/*\n+\t * The color temperature matches exactly one of the available LSC tables.\n+\t */\n+\tif (sets_.count(ct)) {\n+\t\tcopyTable(config, sets_[ct]);\n+\t\tlastCt_ = { ct, ct };\n+\t\treturn;\n+\t}\n+\n+\t/* No shortcuts left; we need to round or interpolate */\n+\tauto iter = sets_.upper_bound(ct);\n+\tconst Components &set1 = iter->second;\n+\tconst Components &set0 = (--iter)->second;\n+\tuint32_t ct0 = set0.ct;\n+\tuint32_t ct1 = set1.ct;\n+\tuint32_t diff0 = ct - ct0;\n+\tuint32_t diff1 = ct1 - ct;\n+\tstatic constexpr double kThreshold = 0.1;\n+\tfloat threshold = kThreshold * (ct1 - ct0);\n+\n+\tif (diff0 < threshold || diff1 < threshold) {\n+\t\tconst Components &set = diff0 < diff1 ? set0 : set1;\n+\t\tLOG(RkISP1Lsc, Debug) << \"using LSC table for \" << set.ct;\n+\t\tcopyTable(config, set);\n+\t\tlastCt_ = { ct, set.ct };\n+\t\treturn;\n+\t}\n+\n+\t/*\n+\t * ct is not within 10% of the difference between the neighbouring\n+\t * color temperatures, so we need to interpolate.\n+\t */\n+\tLOG(RkISP1Lsc, Debug)\n+\t\t<< \"ct is \" << ct << \", interpolating between \"\n+\t\t<< ct0 << \" and \" << ct1;\n+\tinterpolateTable(config, set0, set1, ct);\n+\tlastCt_ = { ct, ct };\n }\n \n REGISTER_IPA_ALGORITHM(LensShadingCorrection, \"LensShadingCorrection\")\ndiff --git a/src/ipa/rkisp1/algorithms/lsc.h b/src/ipa/rkisp1/algorithms/lsc.h\nindex da81ea53..e2a93a56 100644\n--- a/src/ipa/rkisp1/algorithms/lsc.h\n+++ b/src/ipa/rkisp1/algorithms/lsc.h\n@@ -7,6 +7,8 @@\n \n #pragma once\n \n+#include <map>\n+\n #include \"algorithm.h\"\n \n namespace libcamera {\n@@ -26,17 +28,31 @@ public:\n \t\t     rkisp1_params_cfg *params) override;\n \n private:\n-\tstd::vector<uint16_t> rData_;\n-\tstd::vector<uint16_t> grData_;\n-\tstd::vector<uint16_t> gbData_;\n-\tstd::vector<uint16_t> bData_;\n-\n+\tstruct Components {\n+\t\tuint32_t ct;\n+\t\tstd::vector<uint16_t> r;\n+\t\tstd::vector<uint16_t> gr;\n+\t\tstd::vector<uint16_t> gb;\n+\t\tstd::vector<uint16_t> b;\n+\t};\n+\n+\tvoid setParameters(rkisp1_params_cfg *params);\n+\tvoid copyTable(rkisp1_cif_isp_lsc_config &config, const Components &set0);\n+\tvoid interpolateTable(rkisp1_cif_isp_lsc_config &config,\n+\t\t\t      const Components &set0, const Components &set1,\n+\t\t\t      const uint32_t ct);\n+\n+\tstd::map<uint32_t, Components> sets_;\n \tstd::vector<double> xSize_;\n \tstd::vector<double> ySize_;\n \tuint16_t xGrad_[RKISP1_CIF_ISP_LSC_SECTORS_TBL_SIZE];\n \tuint16_t yGrad_[RKISP1_CIF_ISP_LSC_SECTORS_TBL_SIZE];\n \tuint16_t xSizes_[RKISP1_CIF_ISP_LSC_SECTORS_TBL_SIZE];\n \tuint16_t ySizes_[RKISP1_CIF_ISP_LSC_SECTORS_TBL_SIZE];\n+\tstruct {\n+\t\tuint32_t original;\n+\t\tuint32_t adjusted;\n+\t} lastCt_;\n };\n \n } /* namespace ipa::rkisp1::algorithms */\ndiff --git a/src/ipa/rkisp1/data/ov5640.yaml b/src/ipa/rkisp1/data/ov5640.yaml\nindex 3dc369ac..897b83cb 100644\n--- a/src/ipa/rkisp1/data/ov5640.yaml\n+++ b/src/ipa/rkisp1/data/ov5640.yaml\n@@ -20,82 +20,161 @@ algorithms:\n   - LensShadingCorrection:\n       x-size: [ 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625 ]\n       y-size: [ 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625, 0.0625 ]\n-      r:  [\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-          ]\n-      gr: [\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-          ]\n-      gb: [\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-          ]\n-      b:  [\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-            1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n-          ]\n+      sets:\n+        - ct: 3000\n+          r:  [\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+              ]\n+          gr: [\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+              ]\n+          gb: [\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+              ]\n+          b:  [\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+                1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024,\n+              ]\n+        - ct: 7000\n+          r:  [\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+              ]\n+          gr: [\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+              ]\n+          gb: [\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+              ]\n+          b:  [\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+                1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536, 1536,\n+              ]\n   - DefectPixelClusterCorrection:\n       fixed-set: false\n       sets:\n","prefixes":["libcamera-devel","v6","1/2"]}