{ "base": { "original": { "cold_generation_seconds": 140.9023737310199, "environment": { "cuda": "12.8", "gpu": "NVIDIA B200", "lingbot_moe_expert_backend": "sglang_triton", "python": "3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]", "torch": "2.8.0+cu128" }, "generation_mean_seconds": 139.886719101551, "hot_generation_mean_seconds": 139.63280544418376, "load": { "nvidia_smi_after": { "memory.total": "183359", "memory.used": "67234", "name": "NVIDIA B200", "power.draw": "249.62", "temperature.gpu": "31", "timestamp": "2026/07/10 08:27:42.682", "utilization.gpu": "14" }, "peak_disk_used_bytes": 188018044928.0, "peak_gpu_memory_used_mb": 66692.0, "peak_gpu_power_watts": 249.71, "peak_gpu_utilization_percent": 19.0, "peak_process_rss_bytes": 10081595392.0, "peak_system_used_bytes": 78059479040.0, "sample_count": 154, "sample_interval_seconds": 0.25, "seconds": 50.28812898299657, "torch_allocated_after_mb": 66603.46142578125, "torch_peak_allocated_mb": 66603.46142578125, "torch_peak_reserved_mb": 66608.0, "torch_reserved_after_mb": 66608.0 }, "outputs": [ { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 140.9023737310199, "prompt_id": "01_arctic_research_drone", "seed": 4201, "sha256": "7a548d09dd53755c1fdd7e759aae7cf92fd57d555bdc13f28023ede4ffe5f95e", "size_bytes": 366044 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 139.39877224492375, "prompt_id": "02_macro_pastry_glaze", "seed": 4202, "sha256": "0073c4f94ed8fc0b9bfaa93966ac627b8a66f31efe9547a78bc6934ee2ecfd82", "size_bytes": 396167 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 139.6812952979235, "prompt_id": "03_rain_market_lanterns", "seed": 4203, "sha256": "753f2016262fbd6a3644b28ad4f6243e15e8b55ef9474616a9c7d636f474090b", "size_bytes": 430040 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 139.6351271129679, "prompt_id": "04_underwater_manta", "seed": 4204, "sha256": "dcd3ffe1e7dd1f72f86e256d0db51acfb6661b880bfb0b2a5b798c9609cae24a", "size_bytes": 359114 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 139.8160271209199, "prompt_id": "05_factory_battery_cells", "seed": 4205, "sha256": "8a08377ecb3877e3ab261ca1840450dfa28a18ccc6cc59679002da1ff7750b49", "size_bytes": 324116 } ], "peak_gpu_memory_used_mb": 126274.0, "peak_process_rss_bytes": 3218972672.0, "peak_system_used_bytes": 92903628800.0, "peak_torch_allocated_mb": 112470.375, "settings": { "batch_cfg": false, "fps": 24, "guidance_scale": 3.0, "height": 480, "null_cond_clone_zero": false, "num_frames": 73, "num_inference_steps": 40, "shift": 3.0, "width": 832 }, "variant": "original" }, "sdnq": { "cold_generation_seconds": 159.77318301890045, "environment": { "cuda": "12.8", "gpu": "NVIDIA B200", "lingbot_moe_expert_backend": "sglang_triton", "python": "3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]", "torch": "2.8.0+cu128" }, "generation_mean_seconds": 158.85054309077094, "hot_generation_mean_seconds": 158.61988310873858, "load": { "nvidia_smi_after": { "memory.total": "183359", "memory.used": "27698", "name": "NVIDIA B200", "power.draw": "250.43", "temperature.gpu": "32", "timestamp": "2026/07/10 08:40:56.535", "utilization.gpu": "17" }, "peak_disk_used_bytes": 188465856512.0, "peak_gpu_memory_used_mb": 27188.0, "peak_gpu_power_watts": 250.52, "peak_gpu_utilization_percent": 19.0, "peak_process_rss_bytes": 10137681920.0, "peak_system_used_bytes": 90347196416.0, "sample_count": 131, "sample_interval_seconds": 0.25, "seconds": 43.81348343298305, "torch_allocated_after_mb": 27063.79736328125, "torch_peak_allocated_mb": 27063.79736328125, "torch_peak_reserved_mb": 27072.0, "torch_reserved_after_mb": 27072.0 }, "outputs": [ { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 159.77318301890045, "prompt_id": "01_arctic_research_drone", "seed": 4201, "sha256": "d040042bdb79aacdcafe80a2c4bd621271e3056823a84621c25ee8fd4fff594b", "size_bytes": 339957 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 158.2769890979398, "prompt_id": "02_macro_pastry_glaze", "seed": 4202, "sha256": "bcb2caabb9e29427019ef3dcc7790a89910c1b570e65f85bac3f8a95dc1912db", "size_bytes": 367773 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 158.72098272107542, "prompt_id": "03_rain_market_lanterns", "seed": 4203, "sha256": "e91a616e88278e062635d12bd204679caf879dafc107cb066cf4155c3efe2486", "size_bytes": 360438 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 158.60668343293946, "prompt_id": "04_underwater_manta", "seed": 4204, "sha256": "add7b1153f552850a2b095afa51998c4e3af4719f3d5c64425105f1af8c7458e", "size_bytes": 359678 }, { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 480, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 832 } ] }, "generation_seconds": 158.87487718299963, "prompt_id": "05_factory_battery_cells", "seed": 4205, "sha256": "7b6909a2aa49397f574338560cce4a3e47bb1930e55304f897523fa436fe7333", "size_bytes": 138406 } ], "peak_gpu_memory_used_mb": 42504.0, "peak_process_rss_bytes": 3307651072.0, "peak_system_used_bytes": 138935304192.0, "peak_torch_allocated_mb": 36067.6962890625, "settings": { "batch_cfg": false, "fps": 24, "guidance_scale": 3.0, "height": 480, "null_cond_clone_zero": false, "num_frames": 73, "num_inference_steps": 40, "shift": 3.0, "width": 832 }, "variant": "sdnq" } }, "base_comparison": { "lpips_alex_mean": 0.48446911692619327, "mae_mean": 0.16070100367069245, "model_key": "moe", "overview": "results/comparison/moe/original_vs_sdnq_overview.webp", "overview_sha256": "63d3d461bb087ad1f1f9d41a9a3d51ea8e56457501b26eb01f8a86afefee0c53", "pair_count": 5, "psnr_db_mean": 13.561039381252957, "rmse_mean": 0.22745323181152344, "rows": [ { "contact_sheet": "results/comparison/moe/contact_sheets/01_arctic_research_drone.webp", "frames_compared": 73, "lpips_alex_max": 0.49758946895599365, "lpips_alex_mean": 0.3660698175430298, "lpips_alex_per_sample": [ 0.2476414144039154, 0.27345791459083557, 0.3994644284248352, 0.49758946895599365, 0.4121958613395691 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.09977923333644867, "model_key": "moe", "paired_video": "results/comparison/moe/paired_videos/01_arctic_research_drone.mp4", "paired_video_sha256": "41841f1a7b8582718df81e184c2ab6da575a3ab6ddf48954bd44e82356450165", "prompt_id": "01_arctic_research_drone", "psnr_db": 15.397562434291663, "rmse": 0.16987203061580658, "seed": 4201, "ssim_mean": 0.7174762266955964, "ssim_min": 0.5880212187767029, "ssim_per_frame": [ 0.815948486328125, 0.8172680735588074, 0.813538134098053, 0.8189052939414978, 0.8162897229194641, 0.8233020305633545, 0.8231996893882751, 0.8228117823600769, 0.8228636384010315, 0.8283355236053467, 0.8278725743293762, 0.8198073506355286, 0.8185964226722717, 0.8222141265869141, 0.8187386989593506, 0.8175520896911621, 0.8135061860084534, 0.8132360577583313, 0.8085610270500183, 0.8033248782157898, 0.7982194423675537, 0.7958628535270691, 0.7879036068916321, 0.7839374542236328, 0.7798027396202087, 0.7828235626220703, 0.7784075736999512, 0.7721009850502014, 0.7670011520385742, 0.7646095156669617, 0.759277880191803, 0.7545956969261169, 0.7483551502227783, 0.7468813061714172, 0.741692841053009, 0.7388647198677063, 0.7317498326301575, 0.7279382348060608, 0.7207943797111511, 0.7136810421943665, 0.7068372368812561, 0.7066268920898438, 0.7022673487663269, 0.6932604312896729, 0.6827082633972168, 0.670372486114502, 0.6597533822059631, 0.6507993936538696, 0.6335822939872742, 0.6215807795524597, 0.6217408776283264, 0.6157029271125793, 0.6097009181976318, 0.605505645275116, 0.6102632880210876, 0.607416570186615, 0.5984581112861633, 0.5978110432624817, 0.597987949848175, 0.5967472195625305, 0.5880212187767029, 0.5886223912239075, 0.5965039730072021, 0.6016489863395691, 0.6031805872917175, 0.610070526599884, 0.6170529723167419, 0.6243048906326294, 0.6309368014335632, 0.6354990601539612, 0.6416515707969666, 0.6445632576942444, 0.6442134976387024 ] }, { "contact_sheet": "results/comparison/moe/contact_sheets/02_macro_pastry_glaze.webp", "frames_compared": 73, "lpips_alex_max": 0.6001331210136414, "lpips_alex_mean": 0.44926533102989197, "lpips_alex_per_sample": [ 0.6001331210136414, 0.36258286237716675, 0.43629735708236694, 0.3857860267162323, 0.4615272879600525 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.1312134861946106, "model_key": "moe", "paired_video": "results/comparison/moe/paired_videos/02_macro_pastry_glaze.mp4", "paired_video_sha256": "85dc9736202f82cd5cdfe8943d30cfb66b87fcc25ee6a6f14172efa8c1865357", "prompt_id": "02_macro_pastry_glaze", "psnr_db": 14.4768864590839, "rmse": 0.18886682391166687, "seed": 4202, "ssim_mean": 0.5787806094509281, "ssim_min": 0.4895164966583252, "ssim_per_frame": [ 0.5101789832115173, 0.5039136409759521, 0.4995757043361664, 0.5030686259269714, 0.5004356503486633, 0.5000353455543518, 0.4938246011734009, 0.49328067898750305, 0.4895164966583252, 0.495154470205307, 0.49706920981407166, 0.5212993025779724, 0.5451509356498718, 0.5666331052780151, 0.5915902256965637, 0.6050708293914795, 0.6023661494255066, 0.5961389541625977, 0.6018909811973572, 0.610996425151825, 0.6195254921913147, 0.6229403614997864, 0.6231721043586731, 0.6339870095252991, 0.6301531195640564, 0.6259884238243103, 0.6181521415710449, 0.6132229566574097, 0.6066119074821472, 0.590770959854126, 0.5679433941841125, 0.5610726475715637, 0.5530350804328918, 0.5511799454689026, 0.549787700176239, 0.551687479019165, 0.5582848787307739, 0.5706369876861572, 0.583132266998291, 0.5960355401039124, 0.6010977625846863, 0.6044058799743652, 0.6089508533477783, 0.615585207939148, 0.6185010075569153, 0.617579996585846, 0.6222048997879028, 0.6282928586006165, 0.6321935057640076, 0.626196563243866, 0.6215870380401611, 0.6205063462257385, 0.6132616400718689, 0.6050674319267273, 0.5964906811714172, 0.5981259942054749, 0.595588743686676, 0.5911547541618347, 0.586731493473053, 0.6050739884376526, 0.5873602032661438, 0.5719940066337585, 0.5696321129798889, 0.5732477307319641, 0.5759497880935669, 0.5759122371673584, 0.5794248580932617, 0.5903618931770325, 0.5902752876281738, 0.5836235880851746, 0.579653263092041, 0.5775242447853088, 0.5329179167747498 ] }, { "contact_sheet": "results/comparison/moe/contact_sheets/03_rain_market_lanterns.webp", "frames_compared": 73, "lpips_alex_max": 0.5985034704208374, "lpips_alex_mean": 0.5795157194137573, "lpips_alex_per_sample": [ 0.5655995607376099, 0.5649772882461548, 0.5731183290481567, 0.5953799486160278, 0.5985034704208374 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.1361708790063858, "model_key": "moe", "paired_video": "results/comparison/moe/paired_videos/03_rain_market_lanterns.mp4", "paired_video_sha256": "21bcca9a790c32dddaabaefca140bff2ebd41c52b82abbf1330fc2e94c29d674", "prompt_id": "03_rain_market_lanterns", "psnr_db": 14.124115173022469, "rmse": 0.19669541716575623, "seed": 4203, "ssim_mean": 0.38195731501056723, "ssim_min": 0.3481620252132416, "ssim_per_frame": [ 0.41585350036621094, 0.4161262512207031, 0.4116396903991699, 0.4006638526916504, 0.38573694229125977, 0.3738834857940674, 0.37310314178466797, 0.3715895414352417, 0.36463186144828796, 0.36271294951438904, 0.36572036147117615, 0.37039053440093994, 0.3709406554698944, 0.3665710985660553, 0.36550673842430115, 0.36750951409339905, 0.36775779724121094, 0.35839709639549255, 0.3538048267364502, 0.37593305110931396, 0.3749948740005493, 0.37423720955848694, 0.3781760632991791, 0.380466490983963, 0.38333332538604736, 0.38023900985717773, 0.37992095947265625, 0.38780251145362854, 0.3880785405635834, 0.3886798918247223, 0.39121806621551514, 0.4004511833190918, 0.39746013283729553, 0.40346062183380127, 0.4083317816257477, 0.41100573539733887, 0.4144200384616852, 0.4143734276294708, 0.3943193256855011, 0.4117291271686554, 0.41018661856651306, 0.408298134803772, 0.40419670939445496, 0.4144850969314575, 0.4065744876861572, 0.3999807834625244, 0.3896530866622925, 0.39111995697021484, 0.38162219524383545, 0.3676925599575043, 0.359792560338974, 0.36612391471862793, 0.3713170289993286, 0.38045647740364075, 0.388373464345932, 0.39537641406059265, 0.39052510261535645, 0.38392749428749084, 0.3786351680755615, 0.37882736325263977, 0.3759993016719818, 0.37157776951789856, 0.366414338350296, 0.37119653820991516, 0.3688088357448578, 0.3631882965564728, 0.3655686378479004, 0.369612455368042, 0.3627750873565674, 0.3481620252132416, 0.34940171241760254, 0.3488502502441406, 0.3529929220676422 ] }, { "contact_sheet": "results/comparison/moe/contact_sheets/04_underwater_manta.webp", "frames_compared": 73, "lpips_alex_max": 0.340717613697052, "lpips_alex_mean": 0.3038590788841248, "lpips_alex_per_sample": [ 0.27423471212387085, 0.340717613697052, 0.3403458297252655, 0.2972971200942993, 0.2667001187801361 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.09768326580524445, "model_key": "moe", "paired_video": "results/comparison/moe/paired_videos/04_underwater_manta.mp4", "paired_video_sha256": "6abef4e55c08d9c90f5d4bf3cfa775c2f72a520e9277e7253d0b0ee056e8a8ba", "prompt_id": "04_underwater_manta", "psnr_db": 16.53130710711494, "rmse": 0.14908523857593536, "seed": 4204, "ssim_mean": 0.7423784161267215, "ssim_min": 0.6998897194862366, "ssim_per_frame": [ 0.7722873687744141, 0.7682217955589294, 0.7656369209289551, 0.7682371139526367, 0.7659023404121399, 0.7668010592460632, 0.7648134231567383, 0.7635293006896973, 0.7619221806526184, 0.7592427134513855, 0.7538409233093262, 0.7557525634765625, 0.752020537853241, 0.7486305236816406, 0.7449901700019836, 0.7388324737548828, 0.7338054180145264, 0.7293537259101868, 0.7243406772613525, 0.7228922843933105, 0.7174240946769714, 0.7110454440116882, 0.7096576690673828, 0.7109854817390442, 0.7136767506599426, 0.711078405380249, 0.7061064839363098, 0.7070527076721191, 0.6998897194862366, 0.70110684633255, 0.7015113830566406, 0.7066493034362793, 0.7084641456604004, 0.7091479897499084, 0.7116720080375671, 0.7198100686073303, 0.7234850525856018, 0.7247838973999023, 0.7271948456764221, 0.7333946228027344, 0.729383647441864, 0.7217099666595459, 0.7220093607902527, 0.7256315350532532, 0.7207891345024109, 0.7163641452789307, 0.7166028618812561, 0.7212476134300232, 0.7265775799751282, 0.7295639514923096, 0.7351130843162537, 0.7424502372741699, 0.7431668639183044, 0.747844398021698, 0.7509554028511047, 0.7566556930541992, 0.7575182914733887, 0.7598528265953064, 0.7642180323600769, 0.7724437713623047, 0.7738829255104065, 0.7751762270927429, 0.7777473330497742, 0.7822370529174805, 0.7798387408256531, 0.7797244191169739, 0.7797310948371887, 0.7840415835380554, 0.7794623374938965, 0.7777134776115417, 0.7756853699684143, 0.7780763506889343, 0.7750186324119568 ] }, { "contact_sheet": "results/comparison/moe/contact_sheets/05_factory_battery_cells.webp", "frames_compared": 73, "lpips_alex_max": 0.7527185082435608, "lpips_alex_mean": 0.7236356377601624, "lpips_alex_per_sample": [ 0.7527185082435608, 0.7162251472473145, 0.7206428050994873, 0.694793164730072, 0.7337985634803772 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.3386581540107727, "model_key": "moe", "paired_video": "results/comparison/moe/paired_videos/05_factory_battery_cells.mp4", "paired_video_sha256": "3ed371dd50f914e6767130f3963d45becfe4b0fe25a7a2ca7e138bafd78b52b3", "prompt_id": "05_factory_battery_cells", "psnr_db": 7.275325732751812, "rmse": 0.43274664878845215, "seed": 4205, "ssim_mean": 0.4464202972307597, "ssim_min": 0.43075504899024963, "ssim_per_frame": [ 0.4308357536792755, 0.43311163783073425, 0.4403398931026459, 0.4425094425678253, 0.4426329433917999, 0.44473323225975037, 0.4456455707550049, 0.445990651845932, 0.4490778148174286, 0.4499867856502533, 0.44725680351257324, 0.4482748806476593, 0.44928720593452454, 0.45053067803382874, 0.4501110017299652, 0.4513057768344879, 0.45205235481262207, 0.453133225440979, 0.45371779799461365, 0.454967737197876, 0.455279141664505, 0.4544898569583893, 0.4557943642139435, 0.45683252811431885, 0.4566708505153656, 0.45442405343055725, 0.4537445604801178, 0.45529696345329285, 0.45509275794029236, 0.4536752700805664, 0.45161208510398865, 0.4491020739078522, 0.44735535979270935, 0.4457247257232666, 0.4456385672092438, 0.44480443000793457, 0.4430907666683197, 0.4414309561252594, 0.4410116970539093, 0.43972739577293396, 0.43905797600746155, 0.43460917472839355, 0.4315737783908844, 0.43075504899024963, 0.43478086590766907, 0.43366777896881104, 0.4359093904495239, 0.4379262924194336, 0.4423658549785614, 0.4450293481349945, 0.4481979310512543, 0.4524199664592743, 0.46424388885498047, 0.4682600200176239, 0.46743282675743103, 0.4652159512042999, 0.4554389417171478, 0.44580626487731934, 0.4430209696292877, 0.44163498282432556, 0.4407486915588379, 0.43870651721954346, 0.4374132454395294, 0.43744853138923645, 0.4349544048309326, 0.4381827414035797, 0.4402274787425995, 0.43665027618408203, 0.43774890899658203, 0.4406414330005646, 0.4480682909488678, 0.4537776708602905, 0.45046666264533997 ] } ], "ssim_mean": 0.5734025729029146 }, "coverage": { "refiner": { "moe_experts": { "logical_numel": 28991029248, "original_bytes": 57982058496, "stored_bytes": 18119393280 }, "quantized": { "logical_params": 30032396288, "original_byte_coverage_percent": 99.65495460853698, "original_parameter_bytes_covered": 60064792576, "parameter_coverage_percent": 99.8267882886455, "stored_bytes": 18705162240 }, "total": { "logical_params": 30084506176, "original_parameter_bytes": 60272760960 } }, "transformer": { "moe_experts": { "logical_numel": 28991029248, "original_bytes": 57982058496, "stored_bytes": 18119393280 }, "quantized": { "logical_params": 30032396288, "original_byte_coverage_percent": 99.65495460853698, "original_parameter_bytes_covered": 60064792576, "parameter_coverage_percent": 99.8267882886455, "stored_bytes": 18705162240 }, "total": { "logical_params": 30084506176, "original_parameter_bytes": 60272760960 } } }, "generated_utc": "2026-07-10T10:02:08Z", "lingbot_video_code_revision": "a2bb04b78edd848500dc27a26e035a95442ae186", "model_key": "moe", "refiner": { "original": { "environment": { "cuda": "12.8", "gpu": "NVIDIA B200", "python": "3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]", "torch": "2.8.0+cu128" }, "generation_seconds": 478.6046418759506, "load": { "peak_disk_used_bytes": 230902558720.0, "peak_gpu_memory_used_mb": 67234.0, "peak_gpu_power_watts": 248.88, "peak_gpu_utilization_percent": 5.0, "peak_process_rss_bytes": 10074099712.0, "peak_system_used_bytes": 101127372800.0, "sample_count": 288, "sample_interval_seconds": 0.25, "seconds": 139.00811451603658, "torch_allocated_after_mb": 66603.46142578125, "torch_peak_allocated_mb": 66603.46142578125, "torch_peak_reserved_mb": 66608.0, "torch_reserved_after_mb": 66608.0 }, "output": { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 1088, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 1920 } ] }, "prompt_id": "01_arctic_research_drone", "seed": 4201, "sha256": "b3bdfa0eaa7f4a3b9cbc3627f15f144b2416778f5160e3242bb2fc1ff284a7de", "size_bytes": 1953653 }, "peak_gpu_memory_used_mb": 179178.0, "peak_process_rss_bytes": 4571336704.0, "peak_system_used_bytes": 115570741248.0, "peak_torch_allocated_mb": 150526.1474609375, "settings": { "batch_cfg": false, "fps": 24, "guidance_scale": 3.0, "height": 1088, "null_cond_clone_zero": true, "num_frames": 73, "num_inference_steps": 8, "shift": 3.0, "sigma_tail_steps": 2, "t_thresh": 0.85, "width": 1920 }, "shared_input": { "base_video": "results/benchmark/moe/original/videos/01_arctic_research_drone.mp4", "base_video_sha256": "e84547fdbd70c1f118435c0b0dee74ccb719a64f1c51e2d7b1260f2185f3dad9", "fps": 24, "height": 1088, "latent_dtype": "torch.float32", "latent_sha256": "502b10f841d96aa101e69421b20083aeb60427c054b42fb0db29c5a6e70824cf", "latent_shape": [ 1, 16, 19, 136, 240 ], "lowres_meta": { "align_to_training": true, "max_frames": 81, "num_source_frames": 73, "sample_frame": 73, "sample_frame_uncapped": 73, "src_fps": 24.0, "t_vae": 19, "truncated_by_max_frames": false, "vae_fps": 24.0 }, "seed": 4201, "t_thresh": 0.85, "width": 1920 }, "variant": "original" }, "sdnq": { "environment": { "cuda": "12.8", "gpu": "NVIDIA B200", "python": "3.12.3 (main, Aug 14 2025, 17:47:21) [GCC 13.3.0]", "torch": "2.8.0+cu128" }, "generation_seconds": 460.47301308601163, "load": { "peak_disk_used_bytes": 230782889984.0, "peak_gpu_memory_used_mb": 27592.0, "peak_gpu_power_watts": 248.6, "peak_gpu_utilization_percent": 12.0, "peak_process_rss_bytes": 10142261248.0, "peak_system_used_bytes": 110398722048.0, "sample_count": 214, "sample_interval_seconds": 0.25, "seconds": 105.56005853798706, "torch_allocated_after_mb": 27063.79736328125, "torch_peak_allocated_mb": 27063.79736328125, "torch_peak_reserved_mb": 27072.0, "torch_reserved_after_mb": 27072.0 }, "output": { "ffprobe": { "programs": [], "streams": [ { "codec_name": "h264", "duration": "3.041667", "height": 1088, "nb_frames": "73", "pix_fmt": "yuv420p", "r_frame_rate": "24/1", "width": 1920 } ] }, "prompt_id": "01_arctic_research_drone", "seed": 4201, "sha256": "fb95a8d0cda0c3038e107a53eb3bc5b1df840a8568318c6f90bb4d0566a7674a", "size_bytes": 1910664 }, "peak_gpu_memory_used_mb": 98232.0, "peak_process_rss_bytes": 4135526400.0, "peak_system_used_bytes": 113527255040.0, "peak_torch_allocated_mb": 74121.7998046875, "settings": { "batch_cfg": false, "fps": 24, "guidance_scale": 3.0, "height": 1088, "null_cond_clone_zero": true, "num_frames": 73, "num_inference_steps": 8, "shift": 3.0, "sigma_tail_steps": 2, "t_thresh": 0.85, "width": 1920 }, "shared_input": { "base_video": "results/benchmark/moe/original/videos/01_arctic_research_drone.mp4", "base_video_sha256": "e84547fdbd70c1f118435c0b0dee74ccb719a64f1c51e2d7b1260f2185f3dad9", "fps": 24, "height": 1088, "latent_dtype": "torch.float32", "latent_sha256": "502b10f841d96aa101e69421b20083aeb60427c054b42fb0db29c5a6e70824cf", "latent_shape": [ 1, 16, 19, 136, 240 ], "lowres_meta": { "align_to_training": true, "max_frames": 81, "num_source_frames": 73, "sample_frame": 73, "sample_frame_uncapped": 73, "src_fps": 24.0, "t_vae": 19, "truncated_by_max_frames": false, "vae_fps": 24.0 }, "seed": 4201, "t_thresh": 0.85, "width": 1920 }, "variant": "sdnq" } }, "refiner_comparison": { "lpips_alex_mean": 0.06311796307563781, "mae_mean": 0.014649635180830956, "model_key": "moe_refiner", "overview": "results/comparison/moe_refiner/original_vs_sdnq_overview.webp", "overview_sha256": "1c60903f42c86777da5149576054bd4c4798e6253acba8794bdf84f756ddd44e", "pair_count": 1, "psnr_db_mean": 29.356930044470634, "rmse_mean": 0.03405285254120827, "rows": [ { "contact_sheet": "results/comparison/moe_refiner/contact_sheets/01_arctic_research_drone.webp", "frames_compared": 73, "lpips_alex_max": 0.08955714106559753, "lpips_alex_mean": 0.06311796307563781, "lpips_alex_per_sample": [ 0.05236101150512695, 0.04634910076856613, 0.05084393173456192, 0.07647863030433655, 0.08955714106559753 ], "lpips_sampled_frame_indices": [ 0, 18, 36, 54, 72 ], "mae": 0.014649635180830956, "model_key": "moe_refiner", "paired_video": "results/comparison/moe_refiner/paired_videos/01_arctic_research_drone.mp4", "paired_video_sha256": "603c8ca01e33b3cb2649b73efa97d6d116d0d5791ee8327d9c87e13d578d5d71", "prompt_id": "01_arctic_research_drone", "psnr_db": 29.356930044470634, "rmse": 0.03405285254120827, "seed": 4201, "ssim_mean": 0.9548161111465873, "ssim_min": 0.9171391129493713, "ssim_per_frame": [ 0.9661064147949219, 0.9666761755943298, 0.9663284420967102, 0.9695181846618652, 0.9697737097740173, 0.9728912711143494, 0.9697763323783875, 0.9725530743598938, 0.9697721600532532, 0.9728060364723206, 0.9706771969795227, 0.9732361435890198, 0.9718213081359863, 0.9754683375358582, 0.9743171334266663, 0.9752790331840515, 0.9729723930358887, 0.9752058982849121, 0.9695265889167786, 0.970918595790863, 0.9685561060905457, 0.9747555255889893, 0.9721786379814148, 0.9732691645622253, 0.9707412719726562, 0.973728358745575, 0.9704788327217102, 0.971571147441864, 0.9674180150032043, 0.9711597561836243, 0.9675024151802063, 0.9691000580787659, 0.9649383425712585, 0.9690258502960205, 0.9678574204444885, 0.969526469707489, 0.9640713334083557, 0.9640881419181824, 0.9616990089416504, 0.9643573760986328, 0.9572374224662781, 0.9586830735206604, 0.9585137367248535, 0.9593629837036133, 0.9536706805229187, 0.9532110095024109, 0.9491230845451355, 0.9518138766288757, 0.9403883814811707, 0.9420010447502136, 0.9363911747932434, 0.9386496543884277, 0.9338410496711731, 0.9414963722229004, 0.9391511082649231, 0.9424983859062195, 0.9294347763061523, 0.9325968623161316, 0.9276795387268066, 0.9305789470672607, 0.9175128936767578, 0.9267792105674744, 0.9171391129493713, 0.9277219772338867, 0.9226672053337097, 0.9321155548095703, 0.9246780872344971, 0.9290270805358887, 0.9251346588134766, 0.9279537200927734, 0.9244167804718018, 0.9291841983795166, 0.9192748069763184 ] } ], "ssim_mean": 0.9548161111465873 }, "schema_version": 1, "sdnq_revision": "d841c383ff7be38728d4df829e17af4f15d4fd66", "smoke_evidence": [ "benchmark/smokes/moe-refiner-sdnq-standard.json", "benchmark/smokes/moe-refiner-sdnq-standard.mp4", "benchmark/smokes/moe-sdnq-model.json", "benchmark/smokes/moe-sdnq-model.mp4", "benchmark/smokes/moe-sdnq-sequential.json", "benchmark/smokes/moe-sdnq-sequential.mp4", "benchmark/smokes/moe-sdnq-standard.json", "benchmark/smokes/moe-sdnq-standard.mp4" ], "source_repo_id": "robbyant/lingbot-video-moe-30b-a3b", "source_revision": "f2e538f64afe00cc4ae674db2aeb52e2945edfd5", "target_repo_id": "WaveCut/LingBot-Video-MoE-30B-A3B-SDNQ-uint4-static" }