{"cpu_memory": 22.80727767944336, "cuda_memory": 5.281512260437012, "gpu_memory": 18.686004638671875, "grad_norm": 0.647502064704895, "grad_norm_std": 1.1320226192474365, "learning_rate": 1.2026666809106246e-05, "n_datas": 115200.0, "n_iterations": 225.0, "time": 1654700160.0, "time_backward": 0.0, "time_data": 0.006117462646216154, "time_forward": 0.0, "train_grad_norm": 0.647502064704895, "train_loss_TCO-iter=1": 0.03820152208209038, "train_loss_TCO-iter=1-init=random": 0.03820152208209038, "train_loss_total": 0.3791787624359131, "train_loss_views_confidence": 0.3791787624359131, "train_time_backward": 0.0, "train_time_data": 0.006117462646216154, "train_time_forward": 0.0, "train_time_iter": 1.552581548690796, "train_time_render": 0.5840069055557251, "epoch": 1, "has_visualization": false} {"cpu_memory": 24.77034568786621, "cuda_memory": 5.281512260437012, "gpu_memory": 19.734466552734375, "grad_norm": 0.2580389678478241, "grad_norm_std": 0.021653959527611732, "learning_rate": 1.8026667021331377e-05, "n_datas": 230400.0, "n_iterations": 450.0, "time": 1654700288.0, "time_backward": 0.0, "time_data": 0.00610147463157773, "time_forward": 0.0, "train_grad_norm": 0.2580389678478241, "train_loss_TCO-iter=1": 0.037727635353803635, "train_loss_TCO-iter=1-init=random": 0.037727635353803635, "train_loss_total": 0.3656844198703766, "train_loss_views_confidence": 0.3656844198703766, "train_time_backward": 0.0, "train_time_data": 0.00610147463157773, "train_time_forward": 0.0, "train_time_iter": 0.9026645421981812, "train_time_render": 0.32944971323013306, "epoch": 2, "has_visualization": false} {"cpu_memory": 26.104164123535156, "cuda_memory": 5.281512260437012, "gpu_memory": 20.442230224609375, "grad_norm": 0.25961512327194214, "grad_norm_std": 0.02711707353591919, "learning_rate": 2.402666723355651e-05, "n_datas": 345600.0, "n_iterations": 675.0, "time": 1654700544.0, "time_backward": 0.0, "time_data": 0.006097482983022928, "time_forward": 0.0, "train_grad_norm": 0.25961512327194214, "train_loss_TCO-iter=1": 0.03744490072131157, "train_loss_TCO-iter=1-init=random": 0.03744490072131157, "train_loss_total": 0.36453568935394287, "train_loss_views_confidence": 0.36453568935394287, "train_time_backward": 0.0, "train_time_data": 0.006097482983022928, "train_time_forward": 0.0, "train_time_iter": 0.909817099571228, "train_time_render": 0.32778531312942505, "epoch": 3, "has_visualization": false} {"cpu_memory": 27.068561553955078, "cuda_memory": 5.281512260437012, "gpu_memory": 20.94207763671875, "grad_norm": 0.25982099771499634, "grad_norm_std": 0.031310878694057465, "learning_rate": 3.002666744578164e-05, "n_datas": 460800.0, "n_iterations": 900.0, "time": 1654700672.0, "time_backward": 0.0, "time_data": 0.00608579907566309, "time_forward": 0.0, "train_grad_norm": 0.25982099771499634, "train_loss_TCO-iter=1": 0.0369488000869751, "train_loss_TCO-iter=1-init=random": 0.0369488000869751, "train_loss_total": 0.3630928099155426, "train_loss_views_confidence": 0.3630928099155426, "train_time_backward": 0.0, "train_time_data": 0.00608579907566309, "train_time_forward": 0.0, "train_time_iter": 0.8541092276573181, "train_time_render": 0.3266957402229309, "epoch": 4, "has_visualization": false} {"cpu_memory": 27.907278060913086, "cuda_memory": 5.281512260437012, "gpu_memory": 21.32489013671875, "grad_norm": 0.271520733833313, "grad_norm_std": 0.03425232321023941, "learning_rate": 3.602666765800677e-05, "n_datas": 576000.0, "n_iterations": 1125.0, "time": 1654700928.0, "time_backward": 0.0, "time_data": 0.006086801178753376, "time_forward": 0.0, "train_grad_norm": 0.271520733833313, "train_loss_TCO-iter=1": 0.0364692397415638, "train_loss_TCO-iter=1-init=random": 0.0364692397415638, "train_loss_total": 0.36069366335868835, "train_loss_views_confidence": 0.36069366335868835, "train_time_backward": 0.0, "train_time_data": 0.006086801178753376, "train_time_forward": 0.0, "train_time_iter": 0.8493422269821167, "train_time_render": 0.326022207736969, "epoch": 5, "has_visualization": false} {"cpu_memory": 28.51769256591797, "cuda_memory": 5.281512260437012, "gpu_memory": 21.618133544921875, "grad_norm": 0.267417848110199, "grad_norm_std": 0.036587636917829514, "learning_rate": 4.202666968922131e-05, "n_datas": 691200.0, "n_iterations": 1350.0, "time": 1654701184.0, "time_backward": 0.0, "time_data": 0.006147477310150862, "time_forward": 0.0, "train_grad_norm": 0.267417848110199, "train_loss_TCO-iter=1": 0.03616703301668167, "train_loss_TCO-iter=1-init=random": 0.03616703301668167, "train_loss_total": 0.3573731780052185, "train_loss_views_confidence": 0.3573731780052185, "train_time_backward": 0.0, "train_time_data": 0.006147477310150862, "train_time_forward": 0.0, "train_time_iter": 0.9201226830482483, "train_time_render": 0.3283940851688385, "epoch": 6, "has_visualization": false} {"cpu_memory": 28.965831756591797, "cuda_memory": 5.281512260437012, "gpu_memory": 21.840789794921875, "grad_norm": 0.2825072705745697, "grad_norm_std": 0.03818297013640404, "learning_rate": 4.8026668082457036e-05, "n_datas": 806400.0, "n_iterations": 1575.0, "time": 1654701440.0, "time_backward": 0.0, "time_data": 0.006180069874972105, "time_forward": 0.0, "train_grad_norm": 0.2825072705745697, "train_loss_TCO-iter=1": 0.03574704751372337, "train_loss_TCO-iter=1-init=random": 0.03574704751372337, "train_loss_total": 0.3524478077888489, "train_loss_views_confidence": 0.3524478077888489, "train_time_backward": 0.0, "train_time_data": 0.006180069874972105, "train_time_forward": 0.0, "train_time_iter": 0.8828450441360474, "train_time_render": 0.32982927560806274, "epoch": 7, "has_visualization": false} {"cpu_memory": 29.341291427612305, "cuda_memory": 5.281512260437012, "gpu_memory": 22.03118896484375, "grad_norm": 0.2970161736011505, "grad_norm_std": 0.04000364989042282, "learning_rate": 5.4026666475692764e-05, "n_datas": 921600.0, "n_iterations": 1800.0, "time": 1654701568.0, "time_backward": 0.0, "time_data": 0.005984917748719454, "time_forward": 0.0, "train_grad_norm": 0.2970161736011505, "train_loss_TCO-iter=1": 0.03536132350564003, "train_loss_TCO-iter=1-init=random": 0.03536132350564003, "train_loss_total": 0.34915223717689514, "train_loss_views_confidence": 0.34915223717689514, "train_time_backward": 0.0, "train_time_data": 0.005984917748719454, "train_time_forward": 0.0, "train_time_iter": 0.8568075895309448, "train_time_render": 0.330438494682312, "epoch": 8, "has_visualization": false} {"cpu_memory": 29.654125213623047, "cuda_memory": 5.281512260437012, "gpu_memory": 22.18914794921875, "grad_norm": 0.2907067537307739, "grad_norm_std": 0.037303533405065536, "learning_rate": 6.002666486892849e-05, "n_datas": 1036800.0, "n_iterations": 2025.0, "time": 1654701824.0, "time_backward": 0.0, "time_data": 0.006085172761231661, "time_forward": 0.0, "train_grad_norm": 0.2907067537307739, "train_loss_TCO-iter=1": 0.035095058381557465, "train_loss_TCO-iter=1-init=random": 0.035095058381557465, "train_loss_total": 0.34475111961364746, "train_loss_views_confidence": 0.34475111961364746, "train_time_backward": 0.0, "train_time_data": 0.006085172761231661, "train_time_forward": 0.0, "train_time_iter": 0.8645221590995789, "train_time_render": 0.3276864290237427, "epoch": 9, "has_visualization": false} {"cpu_memory": 29.943025588989258, "cuda_memory": 5.281512260437012, "gpu_memory": 22.327545166015625, "grad_norm": 0.3080551028251648, "grad_norm_std": 0.04560138285160065, "learning_rate": 6.602666690014303e-05, "n_datas": 1152000.0, "n_iterations": 2250.0, "time": 1654701952.0, "time_backward": 0.0, "time_data": 0.00614445935934782, "time_forward": 0.0, "train_grad_norm": 0.3080551028251648, "train_loss_TCO-iter=1": 0.03477893024682999, "train_loss_TCO-iter=1-init=random": 0.03477893024682999, "train_loss_total": 0.3420233726501465, "train_loss_views_confidence": 0.3420233726501465, "train_time_backward": 0.0, "train_time_data": 0.00614445935934782, "train_time_forward": 0.0, "train_time_iter": 0.8546134233474731, "train_time_render": 0.3278445303440094, "epoch": 10, "has_visualization": false} {"cpu_memory": 30.189556121826172, "cuda_memory": 5.281512260437012, "gpu_memory": 22.446441650390625, "grad_norm": 0.2982524037361145, "grad_norm_std": 0.03832533583045006, "learning_rate": 7.202666893135756e-05, "n_datas": 1267200.0, "n_iterations": 2475.0, "time": 1654702208.0, "time_backward": 0.0, "time_data": 0.006157319527119398, "time_forward": 0.0, "train_grad_norm": 0.2982524037361145, "train_loss_TCO-iter=1": 0.03469051048159599, "train_loss_TCO-iter=1-init=random": 0.03469051048159599, "train_loss_total": 0.33865031599998474, "train_loss_views_confidence": 0.33865031599998474, "train_time_backward": 0.0, "train_time_data": 0.006157319527119398, "train_time_forward": 0.0, "train_time_iter": 0.8613786697387695, "train_time_render": 0.32882827520370483, "epoch": 11, "has_visualization": false} {"cpu_memory": 30.378755569458008, "cuda_memory": 5.281512260437012, "gpu_memory": 22.538177490234375, "grad_norm": 0.2899487316608429, "grad_norm_std": 0.03653988242149353, "learning_rate": 7.802666368661448e-05, "n_datas": 1382400.0, "n_iterations": 2700.0, "time": 1654702336.0, "time_backward": 0.0, "time_data": 0.0061106509529054165, "time_forward": 0.0, "train_grad_norm": 0.2899487316608429, "train_loss_TCO-iter=1": 0.03465280681848526, "train_loss_TCO-iter=1-init=random": 0.03465280681848526, "train_loss_total": 0.33700668811798096, "train_loss_views_confidence": 0.33700668811798096, "train_time_backward": 0.0, "train_time_data": 0.0061106509529054165, "train_time_forward": 0.0, "train_time_iter": 0.8942434191703796, "train_time_render": 0.32935506105422974, "epoch": 12, "has_visualization": false} {"cpu_memory": 30.551860809326172, "cuda_memory": 5.281512260437012, "gpu_memory": 22.62396240234375, "grad_norm": 0.29354098439216614, "grad_norm_std": 0.042168255895376205, "learning_rate": 8.402666571782902e-05, "n_datas": 1497600.0, "n_iterations": 2925.0, "time": 1654702592.0, "time_backward": 0.0, "time_data": 0.006147059611976147, "time_forward": 0.0, "train_grad_norm": 0.29354098439216614, "train_loss_TCO-iter=1": 0.03445563092827797, "train_loss_TCO-iter=1-init=random": 0.03445563092827797, "train_loss_total": 0.33540892601013184, "train_loss_views_confidence": 0.33540892601013184, "train_time_backward": 0.0, "train_time_data": 0.006147059611976147, "train_time_forward": 0.0, "train_time_iter": 0.8780379295349121, "train_time_render": 0.3301423490047455, "epoch": 13, "has_visualization": false} {"cpu_memory": 30.702756881713867, "cuda_memory": 5.281512260437012, "gpu_memory": 22.70037841796875, "grad_norm": 0.30187803506851196, "grad_norm_std": 0.046945970505476, "learning_rate": 9.002666047308594e-05, "n_datas": 1612800.0, "n_iterations": 3150.0, "time": 1654702720.0, "time_backward": 0.0, "time_data": 0.006122078280895948, "time_forward": 0.0, "train_grad_norm": 0.30187803506851196, "train_loss_TCO-iter=1": 0.03435039892792702, "train_loss_TCO-iter=1-init=random": 0.03435039892792702, "train_loss_total": 0.33292093873023987, "train_loss_views_confidence": 0.33292093873023987, "train_time_backward": 0.0, "train_time_data": 0.006122078280895948, "train_time_forward": 0.0, "train_time_iter": 0.8820030689239502, "train_time_render": 0.33002641797065735, "epoch": 14, "has_visualization": false} {"cpu_memory": 30.835346221923828, "cuda_memory": 5.281512260437012, "gpu_memory": 22.763427734375, "grad_norm": 0.3051203489303589, "grad_norm_std": 0.049375586211681366, "learning_rate": 9.60266770562157e-05, "n_datas": 1728000.0, "n_iterations": 3375.0, "time": 1654702976.0, "time_backward": 0.0, "time_data": 0.006129911169409752, "time_forward": 0.0, "train_grad_norm": 0.3051203489303589, "train_loss_TCO-iter=1": 0.03415287286043167, "train_loss_TCO-iter=1-init=random": 0.03415287286043167, "train_loss_total": 0.3329201936721802, "train_loss_views_confidence": 0.3329201936721802, "train_time_backward": 0.0, "train_time_data": 0.006129911169409752, "train_time_forward": 0.0, "train_time_iter": 0.9048129320144653, "train_time_render": 0.32988929748535156, "epoch": 15, "has_visualization": false} {"cpu_memory": 30.949893951416016, "cuda_memory": 5.281512260437012, "gpu_memory": 22.81915283203125, "grad_norm": 0.28325024247169495, "grad_norm_std": 0.042076632380485535, "learning_rate": 0.0001020266572595574, "n_datas": 1843200.0, "n_iterations": 3600.0, "time": 1654703232.0, "time_backward": 0.0, "time_data": 0.006027352996170521, "time_forward": 0.0, "train_grad_norm": 0.28325024247169495, "train_loss_TCO-iter=1": 0.034063734114170074, "train_loss_TCO-iter=1-init=random": 0.034063734114170074, "train_loss_total": 0.3304998278617859, "train_loss_views_confidence": 0.3304998278617859, "train_time_backward": 0.0, "train_time_data": 0.006027352996170521, "train_time_forward": 0.0, "train_time_iter": 0.9024433493614197, "train_time_render": 0.3299065828323364, "epoch": 16, "has_visualization": false} {"cpu_memory": 31.04645347595215, "cuda_memory": 5.281512260437012, "gpu_memory": 22.8690185546875, "grad_norm": 0.2913299798965454, "grad_norm_std": 0.047580186277627945, "learning_rate": 0.00010802666656672955, "n_datas": 1958400.0, "n_iterations": 3825.0, "time": 1654703488.0, "time_backward": 0.0, "time_data": 0.006151868030428886, "time_forward": 0.0, "train_grad_norm": 0.2913299798965454, "train_loss_TCO-iter=1": 0.03402972221374512, "train_loss_TCO-iter=1-init=random": 0.03402972221374512, "train_loss_total": 0.328991174697876, "train_loss_views_confidence": 0.328991174697876, "train_time_backward": 0.0, "train_time_data": 0.006151868030428886, "train_time_forward": 0.0, "train_time_iter": 0.8743306994438171, "train_time_render": 0.32986629009246826, "epoch": 17, "has_visualization": false} {"cpu_memory": 31.13327407836914, "cuda_memory": 5.281512260437012, "gpu_memory": 22.91107177734375, "grad_norm": 0.28362053632736206, "grad_norm_std": 0.045682087540626526, "learning_rate": 0.0001140266758739017, "n_datas": 2073600.0, "n_iterations": 4050.0, "time": 1654703616.0, "time_backward": 0.0, "time_data": 0.006085543893277645, "time_forward": 0.0, "train_grad_norm": 0.28362053632736206, "train_loss_TCO-iter=1": 0.0339631512761116, "train_loss_TCO-iter=1-init=random": 0.0339631512761116, "train_loss_total": 0.32762062549591064, "train_loss_views_confidence": 0.32762062549591064, "train_time_backward": 0.0, "train_time_data": 0.006085543893277645, "train_time_forward": 0.0, "train_time_iter": 0.8443626165390015, "train_time_render": 0.32977381348609924, "epoch": 18, "has_visualization": false} {"cpu_memory": 31.199268341064453, "cuda_memory": 5.281512260437012, "gpu_memory": 22.946868896484375, "grad_norm": 0.2973068356513977, "grad_norm_std": 0.058337196707725525, "learning_rate": 0.00012002665607724339, "n_datas": 2188800.0, "n_iterations": 4275.0, "time": 1654703872.0, "time_backward": 0.0, "time_data": 0.00622364180162549, "time_forward": 0.0, "train_grad_norm": 0.2973068356513977, "train_loss_TCO-iter=1": 0.0338929146528244, "train_loss_TCO-iter=1-init=random": 0.0338929146528244, "train_loss_total": 0.3268936574459076, "train_loss_views_confidence": 0.3268936574459076, "train_time_backward": 0.0, "train_time_data": 0.00622364180162549, "train_time_forward": 0.0, "train_time_iter": 0.8647395372390747, "train_time_render": 0.3302493989467621, "epoch": 19, "has_visualization": false} {"cpu_memory": 31.267786026000977, "cuda_memory": 5.281512260437012, "gpu_memory": 22.97955322265625, "grad_norm": 0.2845107316970825, "grad_norm_std": 0.04941170662641525, "learning_rate": 0.00012602665810845792, "n_datas": 2304000.0, "n_iterations": 4500.0, "time": 1654704000.0, "time_backward": 0.0, "time_data": 0.006047877948731184, "time_forward": 0.0, "train_grad_norm": 0.2845107316970825, "train_loss_TCO-iter=1": 0.03375805914402008, "train_loss_TCO-iter=1-init=random": 0.03375805914402008, "train_loss_total": 0.32485055923461914, "train_loss_views_confidence": 0.32485055923461914, "train_time_backward": 0.0, "train_time_data": 0.006047877948731184, "train_time_forward": 0.0, "train_time_iter": 0.8658452033996582, "train_time_render": 0.33049753308296204, "epoch": 20, "has_visualization": false} {"cpu_memory": 31.32489013671875, "cuda_memory": 5.281512260437012, "gpu_memory": 23.0064697265625, "grad_norm": 0.2812343239784241, "grad_norm_std": 0.04511253535747528, "learning_rate": 0.00013202664558775723, "n_datas": 2419200.0, "n_iterations": 4725.0, "time": 1654704128.0, "time_backward": 0.0, "time_data": 0.006195347290486097, "time_forward": 0.0, "train_grad_norm": 0.2812343239784241, "train_loss_TCO-iter=1": 0.03367036208510399, "train_loss_TCO-iter=1-init=random": 0.03367036208510399, "train_loss_total": 0.323971688747406, "train_loss_views_confidence": 0.323971688747406, "train_time_backward": 0.0, "train_time_data": 0.006195347290486097, "train_time_forward": 0.0, "train_time_iter": 0.8630210161209106, "train_time_render": 0.32976609468460083, "epoch": 21, "has_visualization": false} {"cpu_memory": 31.385841369628906, "cuda_memory": 5.281512260437012, "gpu_memory": 23.035614013671875, "grad_norm": 0.2656635046005249, "grad_norm_std": 0.042081594467163086, "learning_rate": 0.000138026662170887, "n_datas": 2534400.0, "n_iterations": 4950.0, "time": 1654704384.0, "time_backward": 0.0, "time_data": 0.00622352072969079, "time_forward": 0.0, "train_grad_norm": 0.2656635046005249, "train_loss_TCO-iter=1": 0.03362692520022392, "train_loss_TCO-iter=1-init=random": 0.03362692520022392, "train_loss_total": 0.32279539108276367, "train_loss_views_confidence": 0.32279539108276367, "train_time_backward": 0.0, "train_time_data": 0.00622352072969079, "train_time_forward": 0.0, "train_time_iter": 0.8942945003509521, "train_time_render": 0.33043035864830017, "epoch": 22, "has_visualization": false} {"cpu_memory": 31.439254760742188, "cuda_memory": 5.281512260437012, "gpu_memory": 23.0611572265625, "grad_norm": 0.26505643129348755, "grad_norm_std": 0.039387382566928864, "learning_rate": 0.00014402667875401676, "n_datas": 2649600.0, "n_iterations": 5175.0, "time": 1654704384.0, "time_backward": 0.0, "time_data": 0.006226183846592903, "time_forward": 0.0, "train_grad_norm": 0.26505643129348755, "train_loss_TCO-iter=1": 0.033503007143735886, "train_loss_TCO-iter=1-init=random": 0.033503007143735886, "train_loss_total": 0.32065150141716003, "train_loss_views_confidence": 0.32065150141716003, "train_time_backward": 0.0, "train_time_data": 0.006226183846592903, "train_time_forward": 0.0, "train_time_iter": 0.8731293678283691, "train_time_render": 0.3283674120903015, "epoch": 23, "has_visualization": false} {"cpu_memory": 31.488433837890625, "cuda_memory": 5.281512260437012, "gpu_memory": 23.0849609375, "grad_norm": 0.2519696354866028, "grad_norm_std": 0.029807336628437042, "learning_rate": 0.00015002666623331606, "n_datas": 2764800.0, "n_iterations": 5400.0, "time": 1654704768.0, "time_backward": 0.0, "time_data": 0.006206579972058535, "time_forward": 0.0, "train_grad_norm": 0.2519696354866028, "train_loss_TCO-iter=1": 0.03343904763460159, "train_loss_TCO-iter=1-init=random": 0.03343904763460159, "train_loss_total": 0.31836527585983276, "train_loss_views_confidence": 0.31836527585983276, "train_time_backward": 0.0, "train_time_data": 0.006206579972058535, "train_time_forward": 0.0, "train_time_iter": 0.8574526906013489, "train_time_render": 0.3305749297142029, "epoch": 24, "has_visualization": false} {"cpu_memory": 31.52631187438965, "cuda_memory": 5.281512260437012, "gpu_memory": 23.10382080078125, "grad_norm": 0.2561188340187073, "grad_norm_std": 0.03799699246883392, "learning_rate": 0.0001560266682645306, "n_datas": 2880000.0, "n_iterations": 5625.0, "time": 1654704768.0, "time_backward": 0.0, "time_data": 0.006257291417568922, "time_forward": 0.0, "train_grad_norm": 0.2561188340187073, "train_loss_TCO-iter=1": 0.033358536660671234, "train_loss_TCO-iter=1-init=random": 0.033358536660671234, "train_loss_total": 0.3179115056991577, "train_loss_views_confidence": 0.3179115056991577, "train_time_backward": 0.0, "train_time_data": 0.006257291417568922, "train_time_forward": 0.0, "train_time_iter": 0.8429854512214661, "train_time_render": 0.3291971683502197, "epoch": 25, "has_visualization": false} {"cpu_memory": 31.558916091918945, "cuda_memory": 5.281512260437012, "gpu_memory": 23.11859130859375, "grad_norm": 0.2509060204029083, "grad_norm_std": 0.038439247757196426, "learning_rate": 0.00016202667029574513, "n_datas": 2995200.0, "n_iterations": 5850.0, "time": 1654705152.0, "time_backward": 0.0, "time_data": 0.006053163204342127, "time_forward": 0.0, "train_grad_norm": 0.2509060204029083, "train_loss_TCO-iter=1": 0.033181510865688324, "train_loss_TCO-iter=1-init=random": 0.033181510865688324, "train_loss_total": 0.31680044531822205, "train_loss_views_confidence": 0.31680044531822205, "train_time_backward": 0.0, "train_time_data": 0.006053163204342127, "train_time_forward": 0.0, "train_time_iter": 0.863358736038208, "train_time_render": 0.33160164952278137, "epoch": 26, "has_visualization": false} {"cpu_memory": 31.596355438232422, "cuda_memory": 5.281512260437012, "gpu_memory": 23.1346435546875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.00016802667232695967, "n_datas": 3110400.0, "n_iterations": 6075.0, "time": 1654705280.0, "time_backward": 0.0, "time_data": 0.006158973090350628, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.03318771347403526, "train_loss_TCO-iter=1-init=random": 0.03318771347403526, "train_loss_total": 0.3151352107524872, "train_loss_views_confidence": 0.3151352107524872, "train_time_backward": 0.0, "train_time_data": 0.006158973090350628, "train_time_forward": 0.0, "train_time_iter": 0.8745569586753845, "train_time_render": 0.33133450150489807, "epoch": 27, "has_visualization": false} {"cpu_memory": 31.627187728881836, "cuda_memory": 5.281512260437012, "gpu_memory": 23.150665283203125, "grad_norm": 0.24303708970546722, "grad_norm_std": 0.034409236162900925, "learning_rate": 0.0001740266743581742, "n_datas": 3225600.0, "n_iterations": 6300.0, "time": 1654705536.0, "time_backward": 0.0, "time_data": 0.006091856863349676, "time_forward": 0.0, "train_grad_norm": 0.24303708970546722, "train_loss_TCO-iter=1": 0.03317049518227577, "train_loss_TCO-iter=1-init=random": 0.03317049518227577, "train_loss_total": 0.31340715289115906, "train_loss_views_confidence": 0.31340715289115906, "train_time_backward": 0.0, "train_time_data": 0.006091856863349676, "train_time_forward": 0.0, "train_time_iter": 0.8574007749557495, "train_time_render": 0.33012694120407104, "epoch": 28, "has_visualization": false} {"cpu_memory": 31.656034469604492, "cuda_memory": 5.281512260437012, "gpu_memory": 23.16290283203125, "grad_norm": 0.23805400729179382, "grad_norm_std": 0.03330586850643158, "learning_rate": 0.00018002667638938874, "n_datas": 3340800.0, "n_iterations": 6525.0, "time": 1654705664.0, "time_backward": 0.0, "time_data": 0.0063791219145059586, "time_forward": 0.0, "train_grad_norm": 0.23805400729179382, "train_loss_TCO-iter=1": 0.03290655091404915, "train_loss_TCO-iter=1-init=random": 0.03290655091404915, "train_loss_total": 0.31260257959365845, "train_loss_views_confidence": 0.31260257959365845, "train_time_backward": 0.0, "train_time_data": 0.0063791219145059586, "train_time_forward": 0.0, "train_time_iter": 0.8628487586975098, "train_time_render": 0.32924044132232666, "epoch": 29, "has_visualization": false} {"cpu_memory": 31.685081481933594, "cuda_memory": 5.281512260437012, "gpu_memory": 23.176177978515625, "grad_norm": 0.23916791379451752, "grad_norm_std": 0.03194604068994522, "learning_rate": 0.00018602666386868805, "n_datas": 3456000.0, "n_iterations": 6750.0, "time": 1654705920.0, "time_backward": 0.0, "time_data": 0.00610683998093009, "time_forward": 0.0, "train_grad_norm": 0.23916791379451752, "train_loss_TCO-iter=1": 0.032988861203193665, "train_loss_TCO-iter=1-init=random": 0.032988861203193665, "train_loss_total": 0.31053730845451355, "train_loss_views_confidence": 0.31053730845451355, "train_time_backward": 0.0, "train_time_data": 0.00610683998093009, "train_time_forward": 0.0, "train_time_iter": 0.8241432309150696, "train_time_render": 0.3295065760612488, "epoch": 30, "has_visualization": false} {"cpu_memory": 31.712108612060547, "cuda_memory": 5.281512260437012, "gpu_memory": 23.186248779296875, "grad_norm": 0.23066091537475586, "grad_norm_std": 0.0304606631398201, "learning_rate": 0.00019202666589990258, "n_datas": 3571200.0, "n_iterations": 6975.0, "time": 1654706176.0, "time_backward": 0.0, "time_data": 0.012045015580952168, "time_forward": 0.0, "train_grad_norm": 0.23066091537475586, "train_loss_TCO-iter=1": 0.03292703628540039, "train_loss_TCO-iter=1-init=random": 0.03292703628540039, "train_loss_total": 0.3096032440662384, "train_loss_views_confidence": 0.3096032440662384, "train_time_backward": 0.0, "train_time_data": 0.012045015580952168, "train_time_forward": 0.0, "train_time_iter": 0.9153057932853699, "train_time_render": 0.33095112442970276, "epoch": 31, "has_visualization": false} {"cpu_memory": 31.738862991333008, "cuda_memory": 5.281512260437012, "gpu_memory": 23.197540283203125, "grad_norm": 0.22338950634002686, "grad_norm_std": 0.029080549255013466, "learning_rate": 0.00019802666793111712, "n_datas": 3686400.0, "n_iterations": 7200.0, "time": 1654706304.0, "time_backward": 0.0, "time_data": 0.0061918096616864204, "time_forward": 0.0, "train_grad_norm": 0.22338950634002686, "train_loss_TCO-iter=1": 0.032818809151649475, "train_loss_TCO-iter=1-init=random": 0.032818809151649475, "train_loss_total": 0.3078491985797882, "train_loss_views_confidence": 0.3078491985797882, "train_time_backward": 0.0, "train_time_data": 0.0061918096616864204, "train_time_forward": 0.0, "train_time_iter": 0.8926227688789368, "train_time_render": 0.329738587141037, "epoch": 32, "has_visualization": false} {"cpu_memory": 31.764087677001953, "cuda_memory": 5.281512260437012, "gpu_memory": 23.206512451171875, "grad_norm": 0.22713039815425873, "grad_norm_std": 0.028621038421988487, "learning_rate": 0.00020402666996233165, "n_datas": 3801600.0, "n_iterations": 7425.0, "time": 1654706432.0, "time_backward": 0.0, "time_data": 0.006153022404760122, "time_forward": 0.0, "train_grad_norm": 0.22713039815425873, "train_loss_TCO-iter=1": 0.03281184285879135, "train_loss_TCO-iter=1-init=random": 0.03281184285879135, "train_loss_total": 0.30739325284957886, "train_loss_views_confidence": 0.30739325284957886, "train_time_backward": 0.0, "train_time_data": 0.006153022404760122, "train_time_forward": 0.0, "train_time_iter": 0.8403161764144897, "train_time_render": 0.32875746488571167, "epoch": 33, "has_visualization": false} {"cpu_memory": 31.786945343017578, "cuda_memory": 5.281512260437012, "gpu_memory": 23.2132568359375, "grad_norm": 0.21872346103191376, "grad_norm_std": 0.02869197353720665, "learning_rate": 0.0002100266719935462, "n_datas": 3916800.0, "n_iterations": 7650.0, "time": 1654706688.0, "time_backward": 0.0, "time_data": 0.006288030184805393, "time_forward": 0.0, "train_grad_norm": 0.21872346103191376, "train_loss_TCO-iter=1": 0.0328146368265152, "train_loss_TCO-iter=1-init=random": 0.0328146368265152, "train_loss_total": 0.306150883436203, "train_loss_views_confidence": 0.306150883436203, "train_time_backward": 0.0, "train_time_data": 0.006288030184805393, "train_time_forward": 0.0, "train_time_iter": 0.8730677962303162, "train_time_render": 0.32841387391090393, "epoch": 34, "has_visualization": false} {"cpu_memory": 31.80810546875, "cuda_memory": 5.281512260437012, "gpu_memory": 23.224395751953125, "grad_norm": 0.22613078355789185, "grad_norm_std": 0.0306366179138422, "learning_rate": 0.0002160266594728455, "n_datas": 4032000.0, "n_iterations": 7875.0, "time": 1654706816.0, "time_backward": 0.0, "time_data": 0.006208433769643307, "time_forward": 0.0, "train_grad_norm": 0.22613078355789185, "train_loss_TCO-iter=1": 0.032662972807884216, "train_loss_TCO-iter=1-init=random": 0.032662972807884216, "train_loss_total": 0.30397963523864746, "train_loss_views_confidence": 0.30397963523864746, "train_time_backward": 0.0, "train_time_data": 0.006208433769643307, "train_time_forward": 0.0, "train_time_iter": 0.8717824220657349, "train_time_render": 0.32929497957229614, "epoch": 35, "has_visualization": false} {"cpu_memory": 31.82960319519043, "cuda_memory": 5.281512260437012, "gpu_memory": 23.233154296875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.00022202666150406003, "n_datas": 4147200.0, "n_iterations": 8100.0, "time": 1654707072.0, "time_backward": 0.0, "time_data": 0.0062398482114076614, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.032647766172885895, "train_loss_TCO-iter=1-init=random": 0.032647766172885895, "train_loss_total": 0.30286839604377747, "train_loss_views_confidence": 0.30286839604377747, "train_time_backward": 0.0, "train_time_data": 0.0062398482114076614, "train_time_forward": 0.0, "train_time_iter": 0.8936641216278076, "train_time_render": 0.330148309469223, "epoch": 36, "has_visualization": false} {"cpu_memory": 31.849958419799805, "cuda_memory": 5.281512260437012, "gpu_memory": 23.240509033203125, "grad_norm": 0.2055143564939499, "grad_norm_std": 0.023098323494195938, "learning_rate": 0.00022802666353527457, "n_datas": 4262400.0, "n_iterations": 8325.0, "time": 1654707328.0, "time_backward": 0.0, "time_data": 0.006303812842816114, "time_forward": 0.0, "train_grad_norm": 0.2055143564939499, "train_loss_TCO-iter=1": 0.03248118981719017, "train_loss_TCO-iter=1-init=random": 0.03248118981719017, "train_loss_total": 0.3013516068458557, "train_loss_views_confidence": 0.3013516068458557, "train_time_backward": 0.0, "train_time_data": 0.006303812842816114, "train_time_forward": 0.0, "train_time_iter": 0.8527440428733826, "train_time_render": 0.3291148543357849, "epoch": 37, "has_visualization": false} {"cpu_memory": 31.86520004272461, "cuda_memory": 5.281512260437012, "gpu_memory": 23.24627685546875, "grad_norm": 0.19905823469161987, "grad_norm_std": 0.021419687196612358, "learning_rate": 0.0002340266655664891, "n_datas": 4377600.0, "n_iterations": 8550.0, "time": 1654707584.0, "time_backward": 0.0, "time_data": 0.00629263324663043, "time_forward": 0.0, "train_grad_norm": 0.19905823469161987, "train_loss_TCO-iter=1": 0.03257112205028534, "train_loss_TCO-iter=1-init=random": 0.03257112205028534, "train_loss_total": 0.302491158246994, "train_loss_views_confidence": 0.302491158246994, "train_time_backward": 0.0, "train_time_data": 0.00629263324663043, "train_time_forward": 0.0, "train_time_iter": 0.8544194102287292, "train_time_render": 0.32917553186416626, "epoch": 38, "has_visualization": false} {"cpu_memory": 31.88134002685547, "cuda_memory": 5.281512260437012, "gpu_memory": 23.252288818359375, "grad_norm": 0.19891813397407532, "grad_norm_std": 0.02301892451941967, "learning_rate": 0.00024002666759770364, "n_datas": 4492800.0, "n_iterations": 8775.0, "time": 1654707712.0, "time_backward": 0.0, "time_data": 0.006358740851283073, "time_forward": 0.0, "train_grad_norm": 0.19891813397407532, "train_loss_TCO-iter=1": 0.03244370222091675, "train_loss_TCO-iter=1-init=random": 0.03244370222091675, "train_loss_total": 0.3009028136730194, "train_loss_views_confidence": 0.3009028136730194, "train_time_backward": 0.0, "train_time_data": 0.006358740851283073, "train_time_forward": 0.0, "train_time_iter": 0.8475160598754883, "train_time_render": 0.33054566383361816, "epoch": 39, "has_visualization": false} {"cpu_memory": 31.89614486694336, "cuda_memory": 5.281512260437012, "gpu_memory": 23.256591796875, "grad_norm": 0.19547009468078613, "grad_norm_std": 0.02462928555905819, "learning_rate": 0.00024602666962891817, "n_datas": 4608000.0, "n_iterations": 9000.0, "time": 1654707968.0, "time_backward": 0.0, "time_data": 0.00636054202914238, "time_forward": 0.0, "train_grad_norm": 0.19547009468078613, "train_loss_TCO-iter=1": 0.03250792622566223, "train_loss_TCO-iter=1-init=random": 0.03250792622566223, "train_loss_total": 0.2985713481903076, "train_loss_views_confidence": 0.2985713481903076, "train_time_backward": 0.0, "train_time_data": 0.00636054202914238, "train_time_forward": 0.0, "train_time_iter": 0.8347247838973999, "train_time_render": 0.33056938648223877, "epoch": 40, "has_visualization": false} {"cpu_memory": 31.909229278564453, "cuda_memory": 5.281512260437012, "gpu_memory": 23.261505126953125, "grad_norm": 0.19335395097732544, "grad_norm_std": 0.018803421407938004, "learning_rate": 0.0002520266571082175, "n_datas": 4723200.0, "n_iterations": 9225.0, "time": 1654708096.0, "time_backward": 0.0, "time_data": 0.006171336397528648, "time_forward": 0.0, "train_grad_norm": 0.19335395097732544, "train_loss_TCO-iter=1": 0.032335005700588226, "train_loss_TCO-iter=1-init=random": 0.032335005700588226, "train_loss_total": 0.29794102907180786, "train_loss_views_confidence": 0.29794102907180786, "train_time_backward": 0.0, "train_time_data": 0.006171336397528648, "train_time_forward": 0.0, "train_time_iter": 0.8743859529495239, "train_time_render": 0.33167245984077454, "epoch": 41, "has_visualization": false} {"cpu_memory": 31.92620086669922, "cuda_memory": 5.281512260437012, "gpu_memory": 23.26629638671875, "grad_norm": 0.19415447115898132, "grad_norm_std": 0.02331012673676014, "learning_rate": 0.00025802667369134724, "n_datas": 4838400.0, "n_iterations": 9450.0, "time": 1654708224.0, "time_backward": 0.0, "time_data": 0.006284470669925213, "time_forward": 0.0, "train_grad_norm": 0.19415447115898132, "train_loss_TCO-iter=1": 0.032356660813093185, "train_loss_TCO-iter=1-init=random": 0.032356660813093185, "train_loss_total": 0.29726138710975647, "train_loss_views_confidence": 0.29726138710975647, "train_time_backward": 0.0, "train_time_data": 0.006284470669925213, "train_time_forward": 0.0, "train_time_iter": 0.8533908724784851, "train_time_render": 0.33128273487091064, "epoch": 42, "has_visualization": false} {"cpu_memory": 31.94161605834961, "cuda_memory": 5.281512260437012, "gpu_memory": 23.27166748046875, "grad_norm": 0.18630769848823547, "grad_norm_std": 0.02228703163564205, "learning_rate": 0.00026402666117064655, "n_datas": 4953600.0, "n_iterations": 9675.0, "time": 1654708480.0, "time_backward": 0.0, "time_data": 0.006337714847177267, "time_forward": 0.0, "train_grad_norm": 0.18630769848823547, "train_loss_TCO-iter=1": 0.03236313909292221, "train_loss_TCO-iter=1-init=random": 0.03236313909292221, "train_loss_total": 0.2965872883796692, "train_loss_views_confidence": 0.2965872883796692, "train_time_backward": 0.0, "train_time_data": 0.006337714847177267, "train_time_forward": 0.0, "train_time_iter": 0.8290079832077026, "train_time_render": 0.32982468605041504, "epoch": 43, "has_visualization": false} {"cpu_memory": 31.9559268951416, "cuda_memory": 5.281512260437012, "gpu_memory": 23.2760009765625, "grad_norm": 0.18409721553325653, "grad_norm_std": 0.020855411887168884, "learning_rate": 0.0002700266777537763, "n_datas": 5068800.0, "n_iterations": 9900.0, "time": 1654708480.0, "time_backward": 0.0, "time_data": 0.006275838240981102, "time_forward": 0.0, "train_grad_norm": 0.18409721553325653, "train_loss_TCO-iter=1": 0.032384052872657776, "train_loss_TCO-iter=1-init=random": 0.032384052872657776, "train_loss_total": 0.2956714332103729, "train_loss_views_confidence": 0.2956714332103729, "train_time_backward": 0.0, "train_time_data": 0.006275838240981102, "train_time_forward": 0.0, "train_time_iter": 0.8714001774787903, "train_time_render": 0.33126795291900635, "epoch": 44, "has_visualization": false} {"cpu_memory": 31.973236083984375, "cuda_memory": 5.281512260437012, "gpu_memory": 23.28021240234375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0002760266652330756, "n_datas": 5184000.0, "n_iterations": 10125.0, "time": 1654708864.0, "time_backward": 0.0, "time_data": 0.006250062026083469, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.0322093665599823, "train_loss_TCO-iter=1-init=random": 0.0322093665599823, "train_loss_total": 0.2947617769241333, "train_loss_views_confidence": 0.2947617769241333, "train_time_backward": 0.0, "train_time_data": 0.006250062026083469, "train_time_forward": 0.0, "train_time_iter": 0.8536332845687866, "train_time_render": 0.33219489455223083, "epoch": 45, "has_visualization": false} {"cpu_memory": 31.985206604003906, "cuda_memory": 5.281512260437012, "gpu_memory": 23.2840576171875, "grad_norm": 0.17976076900959015, "grad_norm_std": 0.01826472207903862, "learning_rate": 0.0002820266527123749, "n_datas": 5299200.0, "n_iterations": 10350.0, "time": 1654708864.0, "time_backward": 0.0, "time_data": 0.006185945123434067, "time_forward": 0.0, "train_grad_norm": 0.17976076900959015, "train_loss_TCO-iter=1": 0.03225623816251755, "train_loss_TCO-iter=1-init=random": 0.03225623816251755, "train_loss_total": 0.2949698567390442, "train_loss_views_confidence": 0.2949698567390442, "train_time_backward": 0.0, "train_time_data": 0.006185945123434067, "train_time_forward": 0.0, "train_time_iter": 0.8935321569442749, "train_time_render": 0.3326082229614258, "epoch": 46, "has_visualization": false} {"cpu_memory": 31.99793243408203, "cuda_memory": 5.281512260437012, "gpu_memory": 23.28814697265625, "grad_norm": 0.17606040835380554, "grad_norm_std": 0.020199766382575035, "learning_rate": 0.0002880266692955047, "n_datas": 5414400.0, "n_iterations": 10575.0, "time": 1654709248.0, "time_backward": 0.0, "time_data": 0.006282205693423748, "time_forward": 0.0, "train_grad_norm": 0.17606040835380554, "train_loss_TCO-iter=1": 0.03213020786643028, "train_loss_TCO-iter=1-init=random": 0.03213020786643028, "train_loss_total": 0.292997270822525, "train_loss_views_confidence": 0.292997270822525, "train_time_backward": 0.0, "train_time_data": 0.006282205693423748, "train_time_forward": 0.0, "train_time_iter": 0.8624058365821838, "train_time_render": 0.33109307289123535, "epoch": 47, "has_visualization": false} {"cpu_memory": 32.00750732421875, "cuda_memory": 5.281512260437012, "gpu_memory": 23.291595458984375, "grad_norm": 0.1780172735452652, "grad_norm_std": 0.02388419769704342, "learning_rate": 0.000294026656774804, "n_datas": 5529600.0, "n_iterations": 10800.0, "time": 1654709632.0, "time_backward": 0.0, "time_data": 0.006258703768253326, "time_forward": 0.0, "train_grad_norm": 0.1780172735452652, "train_loss_TCO-iter=1": 0.03210466355085373, "train_loss_TCO-iter=1-init=random": 0.03210466355085373, "train_loss_total": 0.2920899987220764, "train_loss_views_confidence": 0.2920899987220764, "train_time_backward": 0.0, "train_time_data": 0.006258703768253326, "train_time_forward": 0.0, "train_time_iter": 0.8614358901977539, "train_time_render": 0.3315103054046631, "epoch": 48, "has_visualization": false} {"cpu_memory": 32.02018356323242, "cuda_memory": 5.281512260437012, "gpu_memory": 23.29345703125, "grad_norm": 0.17196685075759888, "grad_norm_std": 0.01911141723394394, "learning_rate": 0.0003000000142492354, "n_datas": 5644800.0, "n_iterations": 11025.0, "time": 1654709632.0, "time_backward": 0.0, "time_data": 0.006200938485562801, "time_forward": 0.0, "train_grad_norm": 0.17196685075759888, "train_loss_TCO-iter=1": 0.03208710625767708, "train_loss_TCO-iter=1-init=random": 0.03208710625767708, "train_loss_total": 0.2909299433231354, "train_loss_views_confidence": 0.2909299433231354, "train_time_backward": 0.0, "train_time_data": 0.006200938485562801, "train_time_forward": 0.0, "train_time_iter": 0.8878607153892517, "train_time_render": 0.3316359221935272, "epoch": 49, "has_visualization": false} {"cpu_memory": 32.03095245361328, "cuda_memory": 5.281512260437012, "gpu_memory": 23.2957763671875, "grad_norm": 0.17154519259929657, "grad_norm_std": 0.019865943118929863, "learning_rate": 0.0003000000142492354, "n_datas": 5760000.0, "n_iterations": 11250.0, "time": 1654710016.0, "time_backward": 0.0, "time_data": 0.006263312883675098, "time_forward": 0.0, "train_grad_norm": 0.17154519259929657, "train_loss_TCO-iter=1": 0.03201104700565338, "train_loss_TCO-iter=1-init=random": 0.03201104700565338, "train_loss_total": 0.2906072735786438, "train_loss_views_confidence": 0.2906072735786438, "train_time_backward": 0.0, "train_time_data": 0.006263312883675098, "train_time_forward": 0.0, "train_time_iter": 0.8528807163238525, "train_time_render": 0.3304959237575531, "epoch": 50, "has_visualization": false} {"cpu_memory": 21.340126037597656, "cuda_memory": 5.363624572753906, "gpu_memory": 18.747039794921875, "grad_norm": 0.16786524653434753, "grad_norm_std": 0.022596759721636772, "learning_rate": 0.0003000000142492354, "n_datas": 5875200.0, "n_iterations": 11475.0, "time": 1654827264.0, "time_backward": 0.0, "time_data": 0.006006416864693165, "time_forward": 0.0, "train_grad_norm": 0.16786524653434753, "train_loss_TCO-iter=1": 0.032230015844106674, "train_loss_TCO-iter=1-init=random": 0.032230015844106674, "train_loss_total": 0.2897742688655853, "train_loss_views_confidence": 0.2897742688655853, "train_time_backward": 0.0, "train_time_data": 0.006006416864693165, "train_time_forward": 0.0, "train_time_iter": 1.4139965772628784, "train_time_render": 0.5577538013458252, "epoch": 51, "has_visualization": false} {"cpu_memory": 23.27686882019043, "cuda_memory": 5.363624572753906, "gpu_memory": 19.803253173828125, "grad_norm": 0.16851718723773956, "grad_norm_std": 0.021296074613928795, "learning_rate": 0.0003000000142492354, "n_datas": 5990400.0, "n_iterations": 11700.0, "time": 1654827648.0, "time_backward": 0.0, "time_data": 0.006071159616112709, "time_forward": 0.0, "train_grad_norm": 0.16851718723773956, "train_loss_TCO-iter=1": 0.032077375799417496, "train_loss_TCO-iter=1-init=random": 0.032077375799417496, "train_loss_total": 0.2874217629432678, "train_loss_views_confidence": 0.2874217629432678, "train_time_backward": 0.0, "train_time_data": 0.006071159616112709, "train_time_forward": 0.0, "train_time_iter": 0.6951642036437988, "train_time_render": 0.3089638948440552, "epoch": 52, "has_visualization": false} {"cpu_memory": 24.56622886657715, "cuda_memory": 5.363624572753906, "gpu_memory": 20.50128173828125, "grad_norm": 0.16552096605300903, "grad_norm_std": 0.019750438630580902, "learning_rate": 0.0003000000142492354, "n_datas": 6105600.0, "n_iterations": 11925.0, "time": 1654827648.0, "time_backward": 0.0, "time_data": 0.006081182509660721, "time_forward": 0.0, "train_grad_norm": 0.16552096605300903, "train_loss_TCO-iter=1": 0.032029978930950165, "train_loss_TCO-iter=1-init=random": 0.032029978930950165, "train_loss_total": 0.2863737940788269, "train_loss_views_confidence": 0.2863737940788269, "train_time_backward": 0.0, "train_time_data": 0.006081182509660721, "train_time_forward": 0.0, "train_time_iter": 0.6871585845947266, "train_time_render": 0.3078239858150482, "epoch": 53, "has_visualization": false} {"cpu_memory": 25.900623321533203, "cuda_memory": 5.363624572753906, "gpu_memory": 21.00921630859375, "grad_norm": 0.15931423008441925, "grad_norm_std": 0.01716921478509903, "learning_rate": 0.0003000000142492354, "n_datas": 6220800.0, "n_iterations": 12150.0, "time": 1654827904.0, "time_backward": 0.0, "time_data": 0.006049079820513725, "time_forward": 0.0, "train_grad_norm": 0.15931423008441925, "train_loss_TCO-iter=1": 0.032025046646595, "train_loss_TCO-iter=1-init=random": 0.032025046646595, "train_loss_total": 0.286561518907547, "train_loss_views_confidence": 0.286561518907547, "train_time_backward": 0.0, "train_time_data": 0.006049079820513725, "train_time_forward": 0.0, "train_time_iter": 0.6798098683357239, "train_time_render": 0.30789902806282043, "epoch": 54, "has_visualization": false} {"cpu_memory": 28.005910873413086, "cuda_memory": 5.363624572753906, "gpu_memory": 21.406524658203125, "grad_norm": 0.15617772936820984, "grad_norm_std": 0.015813732519745827, "learning_rate": 0.0003000000142492354, "n_datas": 6336000.0, "n_iterations": 12375.0, "time": 1654828032.0, "time_backward": 0.0, "time_data": 0.006118382327258587, "time_forward": 0.0, "train_grad_norm": 0.15617772936820984, "train_loss_TCO-iter=1": 0.03192421793937683, "train_loss_TCO-iter=1-init=random": 0.03192421793937683, "train_loss_total": 0.28417009115219116, "train_loss_views_confidence": 0.28417009115219116, "train_time_backward": 0.0, "train_time_data": 0.006118382327258587, "train_time_forward": 0.0, "train_time_iter": 0.6773849129676819, "train_time_render": 0.3082936406135559, "epoch": 55, "has_visualization": false} {"cpu_memory": 28.648330688476562, "cuda_memory": 5.363624572753906, "gpu_memory": 21.708953857421875, "grad_norm": 0.15600964426994324, "grad_norm_std": 0.01570519618690014, "learning_rate": 0.0003000000142492354, "n_datas": 6451200.0, "n_iterations": 12600.0, "time": 1654828416.0, "time_backward": 0.0, "time_data": 0.006026549264788628, "time_forward": 0.0, "train_grad_norm": 0.15600964426994324, "train_loss_TCO-iter=1": 0.031907521188259125, "train_loss_TCO-iter=1-init=random": 0.031907521188259125, "train_loss_total": 0.2827552556991577, "train_loss_views_confidence": 0.2827552556991577, "train_time_backward": 0.0, "train_time_data": 0.006026549264788628, "train_time_forward": 0.0, "train_time_iter": 0.6654006838798523, "train_time_render": 0.30796340107917786, "epoch": 56, "has_visualization": false} {"cpu_memory": 29.132278442382812, "cuda_memory": 5.363624572753906, "gpu_memory": 21.951171875, "grad_norm": 0.15993888676166534, "grad_norm_std": 0.020250245928764343, "learning_rate": 0.0003000000142492354, "n_datas": 6566400.0, "n_iterations": 12825.0, "time": 1654828416.0, "time_backward": 0.0, "time_data": 0.006059318780899048, "time_forward": 0.0, "train_grad_norm": 0.15993888676166534, "train_loss_TCO-iter=1": 0.03195317089557648, "train_loss_TCO-iter=1-init=random": 0.03195317089557648, "train_loss_total": 0.28308141231536865, "train_loss_views_confidence": 0.28308141231536865, "train_time_backward": 0.0, "train_time_data": 0.006059318780899048, "train_time_forward": 0.0, "train_time_iter": 0.6736936569213867, "train_time_render": 0.3093471825122833, "epoch": 57, "has_visualization": false} {"cpu_memory": 29.540752410888672, "cuda_memory": 5.363624572753906, "gpu_memory": 22.1591796875, "grad_norm": 0.1545138657093048, "grad_norm_std": 0.016764787957072258, "learning_rate": 0.0003000000142492354, "n_datas": 6681600.0, "n_iterations": 13050.0, "time": 1654828544.0, "time_backward": 0.0, "time_data": 0.006003655027598143, "time_forward": 0.0, "train_grad_norm": 0.1545138657093048, "train_loss_TCO-iter=1": 0.03181292489171028, "train_loss_TCO-iter=1-init=random": 0.03181292489171028, "train_loss_total": 0.2819061279296875, "train_loss_views_confidence": 0.2819061279296875, "train_time_backward": 0.0, "train_time_data": 0.006003655027598143, "train_time_forward": 0.0, "train_time_iter": 0.6694830060005188, "train_time_render": 0.3082946240901947, "epoch": 58, "has_visualization": false} {"cpu_memory": 29.87545394897461, "cuda_memory": 5.363624572753906, "gpu_memory": 22.329742431640625, "grad_norm": 0.1543448269367218, "grad_norm_std": 0.01937161013484001, "learning_rate": 0.0003000000142492354, "n_datas": 6796800.0, "n_iterations": 13275.0, "time": 1654828800.0, "time_backward": 0.0, "time_data": 0.006139280274510384, "time_forward": 0.0, "train_grad_norm": 0.1543448269367218, "train_loss_TCO-iter=1": 0.031835656613111496, "train_loss_TCO-iter=1-init=random": 0.031835656613111496, "train_loss_total": 0.27942347526550293, "train_loss_views_confidence": 0.27942347526550293, "train_time_backward": 0.0, "train_time_data": 0.006139280274510384, "train_time_forward": 0.0, "train_time_iter": 0.6754145622253418, "train_time_render": 0.30881214141845703, "epoch": 59, "has_visualization": false} {"cpu_memory": 30.172260284423828, "cuda_memory": 5.363624572753906, "gpu_memory": 22.471893310546875, "grad_norm": 0.15384691953659058, "grad_norm_std": 0.019287200644612312, "learning_rate": 0.0003000000142492354, "n_datas": 6912000.0, "n_iterations": 13500.0, "time": 1654828800.0, "time_backward": 0.0, "time_data": 0.005990297999233007, "time_forward": 0.0, "train_grad_norm": 0.15384691953659058, "train_loss_TCO-iter=1": 0.031795524060726166, "train_loss_TCO-iter=1-init=random": 0.031795524060726166, "train_loss_total": 0.2796175181865692, "train_loss_views_confidence": 0.2796175181865692, "train_time_backward": 0.0, "train_time_data": 0.005990297999233007, "train_time_forward": 0.0, "train_time_iter": 0.6657521724700928, "train_time_render": 0.30872246623039246, "epoch": 60, "has_visualization": false} {"cpu_memory": 30.410646438598633, "cuda_memory": 5.363624572753906, "gpu_memory": 22.584930419921875, "grad_norm": 0.15181051194667816, "grad_norm_std": 0.0161272045224905, "learning_rate": 0.0003000000142492354, "n_datas": 7027200.0, "n_iterations": 13725.0, "time": 1654828928.0, "time_backward": 0.0, "time_data": 0.006018375046551228, "time_forward": 0.0, "train_grad_norm": 0.15181051194667816, "train_loss_TCO-iter=1": 0.03166082128882408, "train_loss_TCO-iter=1-init=random": 0.03166082128882408, "train_loss_total": 0.2779995799064636, "train_loss_views_confidence": 0.2779995799064636, "train_time_backward": 0.0, "train_time_data": 0.006018375046551228, "train_time_forward": 0.0, "train_time_iter": 0.6733960509300232, "train_time_render": 0.3097861707210541, "epoch": 61, "has_visualization": false} {"cpu_memory": 30.622955322265625, "cuda_memory": 5.363624572753906, "gpu_memory": 22.691009521484375, "grad_norm": 0.1508711576461792, "grad_norm_std": 0.015117147006094456, "learning_rate": 0.0003000000142492354, "n_datas": 7142400.0, "n_iterations": 13950.0, "time": 1654829184.0, "time_backward": 0.0, "time_data": 0.006168670486658812, "time_forward": 0.0, "train_grad_norm": 0.1508711576461792, "train_loss_TCO-iter=1": 0.03179319575428963, "train_loss_TCO-iter=1-init=random": 0.03179319575428963, "train_loss_total": 0.2778908312320709, "train_loss_views_confidence": 0.2778908312320709, "train_time_backward": 0.0, "train_time_data": 0.006168670486658812, "train_time_forward": 0.0, "train_time_iter": 0.6539190411567688, "train_time_render": 0.30882662534713745, "epoch": 62, "has_visualization": false} {"cpu_memory": 30.804439544677734, "cuda_memory": 5.363624572753906, "gpu_memory": 22.780792236328125, "grad_norm": 0.15061704814434052, "grad_norm_std": 0.019486185163259506, "learning_rate": 0.0003000000142492354, "n_datas": 7257600.0, "n_iterations": 14175.0, "time": 1654829312.0, "time_backward": 0.0, "time_data": 0.00620049936696887, "time_forward": 0.0, "train_grad_norm": 0.15061704814434052, "train_loss_TCO-iter=1": 0.031702421605587006, "train_loss_TCO-iter=1-init=random": 0.031702421605587006, "train_loss_total": 0.2778095006942749, "train_loss_views_confidence": 0.2778095006942749, "train_time_backward": 0.0, "train_time_data": 0.00620049936696887, "train_time_forward": 0.0, "train_time_iter": 0.6531818509101868, "train_time_render": 0.30835455656051636, "epoch": 63, "has_visualization": false} {"cpu_memory": 30.94679832458496, "cuda_memory": 5.363624572753906, "gpu_memory": 22.8504638671875, "grad_norm": 0.15205787122249603, "grad_norm_std": 0.021219246089458466, "learning_rate": 0.0003000000142492354, "n_datas": 7372800.0, "n_iterations": 14400.0, "time": 1654829312.0, "time_backward": 0.0, "time_data": 0.006150109693408012, "time_forward": 0.0, "train_grad_norm": 0.15205787122249603, "train_loss_TCO-iter=1": 0.03177634999155998, "train_loss_TCO-iter=1-init=random": 0.03177634999155998, "train_loss_total": 0.2773042619228363, "train_loss_views_confidence": 0.2773042619228363, "train_time_backward": 0.0, "train_time_data": 0.006150109693408012, "train_time_forward": 0.0, "train_time_iter": 0.6587835550308228, "train_time_render": 0.3100893497467041, "epoch": 64, "has_visualization": false} {"cpu_memory": 31.076807022094727, "cuda_memory": 5.363624572753906, "gpu_memory": 22.918426513671875, "grad_norm": 0.15158836543560028, "grad_norm_std": 0.018222015351057053, "learning_rate": 0.0003000000142492354, "n_datas": 7488000.0, "n_iterations": 14625.0, "time": 1654829568.0, "time_backward": 0.0, "time_data": 0.006167326122522354, "time_forward": 0.0, "train_grad_norm": 0.15158836543560028, "train_loss_TCO-iter=1": 0.03166886791586876, "train_loss_TCO-iter=1-init=random": 0.03166886791586876, "train_loss_total": 0.27606892585754395, "train_loss_views_confidence": 0.27606892585754395, "train_time_backward": 0.0, "train_time_data": 0.006167326122522354, "train_time_forward": 0.0, "train_time_iter": 0.6569947004318237, "train_time_render": 0.310528963804245, "epoch": 65, "has_visualization": false} {"cpu_memory": 31.190898895263672, "cuda_memory": 5.363624572753906, "gpu_memory": 22.9727783203125, "grad_norm": 0.15123094618320465, "grad_norm_std": 0.020209642127156258, "learning_rate": 0.0003000000142492354, "n_datas": 7603200.0, "n_iterations": 14850.0, "time": 1654829696.0, "time_backward": 0.0, "time_data": 0.0060231382958590984, "time_forward": 0.0, "train_grad_norm": 0.15123094618320465, "train_loss_TCO-iter=1": 0.031568415462970734, "train_loss_TCO-iter=1-init=random": 0.031568415462970734, "train_loss_total": 0.2752026319503784, "train_loss_views_confidence": 0.2752026319503784, "train_time_backward": 0.0, "train_time_data": 0.0060231382958590984, "train_time_forward": 0.0, "train_time_iter": 0.6501942873001099, "train_time_render": 0.3094809651374817, "epoch": 66, "has_visualization": false} {"cpu_memory": 31.28736114501953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.01751708984375, "grad_norm": 0.15422984957695007, "grad_norm_std": 0.02111763134598732, "learning_rate": 0.0003000000142492354, "n_datas": 7718400.0, "n_iterations": 15075.0, "time": 1654829696.0, "time_backward": 0.0, "time_data": 0.006103559397161007, "time_forward": 0.0, "train_grad_norm": 0.15422984957695007, "train_loss_TCO-iter=1": 0.03164822608232498, "train_loss_TCO-iter=1-init=random": 0.03164822608232498, "train_loss_total": 0.2737678289413452, "train_loss_views_confidence": 0.2737678289413452, "train_time_backward": 0.0, "train_time_data": 0.006103559397161007, "train_time_forward": 0.0, "train_time_iter": 0.6667709350585938, "train_time_render": 0.31013229489326477, "epoch": 67, "has_visualization": false} {"cpu_memory": 31.375137329101562, "cuda_memory": 5.363624572753906, "gpu_memory": 23.05999755859375, "grad_norm": 0.15116459131240845, "grad_norm_std": 0.01775241270661354, "learning_rate": 0.0003000000142492354, "n_datas": 7833600.0, "n_iterations": 15300.0, "time": 1654830080.0, "time_backward": 0.0, "time_data": 0.006086545065045357, "time_forward": 0.0, "train_grad_norm": 0.15116459131240845, "train_loss_TCO-iter=1": 0.03157563880085945, "train_loss_TCO-iter=1-init=random": 0.03157563880085945, "train_loss_total": 0.27343279123306274, "train_loss_views_confidence": 0.27343279123306274, "train_time_backward": 0.0, "train_time_data": 0.006086545065045357, "train_time_forward": 0.0, "train_time_iter": 0.6518833041191101, "train_time_render": 0.3101624846458435, "epoch": 68, "has_visualization": false} {"cpu_memory": 31.45456886291504, "cuda_memory": 5.363624572753906, "gpu_memory": 23.097076416015625, "grad_norm": 0.1473369300365448, "grad_norm_std": 0.017325781285762787, "learning_rate": 0.0003000000142492354, "n_datas": 7948800.0, "n_iterations": 15525.0, "time": 1654830208.0, "time_backward": 0.0, "time_data": 0.006054553668946028, "time_forward": 0.0, "train_grad_norm": 0.1473369300365448, "train_loss_TCO-iter=1": 0.0316200815141201, "train_loss_TCO-iter=1-init=random": 0.0316200815141201, "train_loss_total": 0.2733117341995239, "train_loss_views_confidence": 0.2733117341995239, "train_time_backward": 0.0, "train_time_data": 0.006054553668946028, "train_time_forward": 0.0, "train_time_iter": 0.6367722153663635, "train_time_render": 0.3105255961418152, "epoch": 69, "has_visualization": false} {"cpu_memory": 31.530139923095703, "cuda_memory": 5.363624572753906, "gpu_memory": 23.132049560546875, "grad_norm": 0.14880260825157166, "grad_norm_std": 0.01940743438899517, "learning_rate": 0.0003000000142492354, "n_datas": 8064000.0, "n_iterations": 15750.0, "time": 1654830464.0, "time_backward": 0.0, "time_data": 0.006147297099232674, "time_forward": 0.0, "train_grad_norm": 0.14880260825157166, "train_loss_TCO-iter=1": 0.03159227967262268, "train_loss_TCO-iter=1-init=random": 0.03159227967262268, "train_loss_total": 0.27222496271133423, "train_loss_views_confidence": 0.27222496271133423, "train_time_backward": 0.0, "train_time_data": 0.006147297099232674, "train_time_forward": 0.0, "train_time_iter": 0.6616396903991699, "train_time_render": 0.3109588921070099, "epoch": 70, "has_visualization": false} {"cpu_memory": 31.5892333984375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.16021728515625, "grad_norm": 0.14584925770759583, "grad_norm_std": 0.016249824315309525, "learning_rate": 0.0003000000142492354, "n_datas": 8179200.0, "n_iterations": 15975.0, "time": 1654830464.0, "time_backward": 0.0, "time_data": 0.006117717828601599, "time_forward": 0.0, "train_grad_norm": 0.14584925770759583, "train_loss_TCO-iter=1": 0.031580742448568344, "train_loss_TCO-iter=1-init=random": 0.031580742448568344, "train_loss_total": 0.2714988589286804, "train_loss_views_confidence": 0.2714988589286804, "train_time_backward": 0.0, "train_time_data": 0.006117717828601599, "train_time_forward": 0.0, "train_time_iter": 0.665454626083374, "train_time_render": 0.3088892698287964, "epoch": 71, "has_visualization": false} {"cpu_memory": 31.642601013183594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.18682861328125, "grad_norm": 0.14570212364196777, "grad_norm_std": 0.016933303326368332, "learning_rate": 0.0003000000142492354, "n_datas": 8294400.0, "n_iterations": 16200.0, "time": 1654830592.0, "time_backward": 0.0, "time_data": 0.006054665427654982, "time_forward": 0.0, "train_grad_norm": 0.14570212364196777, "train_loss_TCO-iter=1": 0.031525593250989914, "train_loss_TCO-iter=1-init=random": 0.031525593250989914, "train_loss_total": 0.27149996161460876, "train_loss_views_confidence": 0.27149996161460876, "train_time_backward": 0.0, "train_time_data": 0.006054665427654982, "train_time_forward": 0.0, "train_time_iter": 0.657198429107666, "train_time_render": 0.30889731645584106, "epoch": 72, "has_visualization": false} {"cpu_memory": 31.69451904296875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.211578369140625, "grad_norm": 0.14623314142227173, "grad_norm_std": 0.017045479267835617, "learning_rate": 0.0003000000142492354, "n_datas": 8409600.0, "n_iterations": 16425.0, "time": 1654830848.0, "time_backward": 0.0, "time_data": 0.006112012546509504, "time_forward": 0.0, "train_grad_norm": 0.14623314142227173, "train_loss_TCO-iter=1": 0.03142526373267174, "train_loss_TCO-iter=1-init=random": 0.03142526373267174, "train_loss_total": 0.27033647894859314, "train_loss_views_confidence": 0.27033647894859314, "train_time_backward": 0.0, "train_time_data": 0.006112012546509504, "train_time_forward": 0.0, "train_time_iter": 0.6632773280143738, "train_time_render": 0.30771103501319885, "epoch": 73, "has_visualization": false} {"cpu_memory": 31.7386474609375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.232818603515625, "grad_norm": 0.14423668384552002, "grad_norm_std": 0.015830274671316147, "learning_rate": 0.0003000000142492354, "n_datas": 8524800.0, "n_iterations": 16650.0, "time": 1654830976.0, "time_backward": 0.0, "time_data": 0.006062961183488369, "time_forward": 0.0, "train_grad_norm": 0.14423668384552002, "train_loss_TCO-iter=1": 0.03151194006204605, "train_loss_TCO-iter=1-init=random": 0.03151194006204605, "train_loss_total": 0.2700648903846741, "train_loss_views_confidence": 0.2700648903846741, "train_time_backward": 0.0, "train_time_data": 0.006062961183488369, "train_time_forward": 0.0, "train_time_iter": 0.6579598784446716, "train_time_render": 0.3096514344215393, "epoch": 74, "has_visualization": false} {"cpu_memory": 31.784854888916016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.25506591796875, "grad_norm": 0.1435144692659378, "grad_norm_std": 0.015549689531326294, "learning_rate": 0.0003000000142492354, "n_datas": 8640000.0, "n_iterations": 16875.0, "time": 1654831104.0, "time_backward": 0.0, "time_data": 0.006021115928888321, "time_forward": 0.0, "train_grad_norm": 0.1435144692659378, "train_loss_TCO-iter=1": 0.03143598139286041, "train_loss_TCO-iter=1-init=random": 0.03143598139286041, "train_loss_total": 0.26943904161453247, "train_loss_views_confidence": 0.26943904161453247, "train_time_backward": 0.0, "train_time_data": 0.006021115928888321, "train_time_forward": 0.0, "train_time_iter": 0.6588459014892578, "train_time_render": 0.3090447187423706, "epoch": 75, "has_visualization": false} {"cpu_memory": 31.83025360107422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.277069091796875, "grad_norm": 0.1443268209695816, "grad_norm_std": 0.016055766493082047, "learning_rate": 0.0003000000142492354, "n_datas": 8755200.0, "n_iterations": 17100.0, "time": 1654831232.0, "time_backward": 0.0, "time_data": 0.006125408690422773, "time_forward": 0.0, "train_grad_norm": 0.1443268209695816, "train_loss_TCO-iter=1": 0.03140701353549957, "train_loss_TCO-iter=1-init=random": 0.03140701353549957, "train_loss_total": 0.26806163787841797, "train_loss_views_confidence": 0.26806163787841797, "train_time_backward": 0.0, "train_time_data": 0.006125408690422773, "train_time_forward": 0.0, "train_time_iter": 0.6521102786064148, "train_time_render": 0.30961763858795166, "epoch": 76, "has_visualization": false} {"cpu_memory": 31.86505889892578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.2933349609375, "grad_norm": 0.1492060124874115, "grad_norm_std": 0.0192926786839962, "learning_rate": 0.0003000000142492354, "n_datas": 8870400.0, "n_iterations": 17325.0, "time": 1654831360.0, "time_backward": 0.0, "time_data": 0.0060487608425319195, "time_forward": 0.0, "train_grad_norm": 0.1492060124874115, "train_loss_TCO-iter=1": 0.03142175078392029, "train_loss_TCO-iter=1-init=random": 0.03142175078392029, "train_loss_total": 0.2677360475063324, "train_loss_views_confidence": 0.2677360475063324, "train_time_backward": 0.0, "train_time_data": 0.0060487608425319195, "train_time_forward": 0.0, "train_time_iter": 0.6685101985931396, "train_time_render": 0.3113618791103363, "epoch": 77, "has_visualization": false} {"cpu_memory": 31.894084930419922, "cuda_memory": 5.363624572753906, "gpu_memory": 23.306854248046875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 8985600.0, "n_iterations": 17550.0, "time": 1654831360.0, "time_backward": 0.0, "time_data": 0.00612548366189003, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.031367864459753036, "train_loss_TCO-iter=1-init=random": 0.031367864459753036, "train_loss_total": 0.2673012614250183, "train_loss_views_confidence": 0.2673012614250183, "train_time_backward": 0.0, "train_time_data": 0.00612548366189003, "train_time_forward": 0.0, "train_time_iter": 0.6664053201675415, "train_time_render": 0.31133753061294556, "epoch": 78, "has_visualization": false} {"cpu_memory": 31.922168731689453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.319183349609375, "grad_norm": 0.14191973209381104, "grad_norm_std": 0.014868469908833504, "learning_rate": 0.0003000000142492354, "n_datas": 9100800.0, "n_iterations": 17775.0, "time": 1654831744.0, "time_backward": 0.0, "time_data": 0.0061416239477694035, "time_forward": 0.0, "train_grad_norm": 0.14191973209381104, "train_loss_TCO-iter=1": 0.03133763000369072, "train_loss_TCO-iter=1-init=random": 0.03133763000369072, "train_loss_total": 0.2667131721973419, "train_loss_views_confidence": 0.2667131721973419, "train_time_backward": 0.0, "train_time_data": 0.0061416239477694035, "train_time_forward": 0.0, "train_time_iter": 0.6717532873153687, "train_time_render": 0.31088578701019287, "epoch": 79, "has_visualization": false} {"cpu_memory": 31.95029067993164, "cuda_memory": 5.363624572753906, "gpu_memory": 23.332550048828125, "grad_norm": 0.14421296119689941, "grad_norm_std": 0.014090894721448421, "learning_rate": 0.0003000000142492354, "n_datas": 9216000.0, "n_iterations": 18000.0, "time": 1654831744.0, "time_backward": 0.0, "time_data": 0.00607985258102417, "time_forward": 0.0, "train_grad_norm": 0.14421296119689941, "train_loss_TCO-iter=1": 0.03139209747314453, "train_loss_TCO-iter=1-init=random": 0.03139209747314453, "train_loss_total": 0.2662276327610016, "train_loss_views_confidence": 0.2662276327610016, "train_time_backward": 0.0, "train_time_data": 0.00607985258102417, "train_time_forward": 0.0, "train_time_iter": 0.6719281673431396, "train_time_render": 0.3118645250797272, "epoch": 80, "has_visualization": false} {"cpu_memory": 31.98289680480957, "cuda_memory": 5.363624572753906, "gpu_memory": 23.345184326171875, "grad_norm": 0.1416597068309784, "grad_norm_std": 0.014330834150314331, "learning_rate": 0.0003000000142492354, "n_datas": 9331200.0, "n_iterations": 18225.0, "time": 1654832000.0, "time_backward": 0.0, "time_data": 0.011742216534912586, "time_forward": 0.0, "train_grad_norm": 0.1416597068309784, "train_loss_TCO-iter=1": 0.03140726685523987, "train_loss_TCO-iter=1-init=random": 0.03140726685523987, "train_loss_total": 0.2659960389137268, "train_loss_views_confidence": 0.2659960389137268, "train_time_backward": 0.0, "train_time_data": 0.011742216534912586, "train_time_forward": 0.0, "train_time_iter": 0.6534691452980042, "train_time_render": 0.3115248382091522, "epoch": 81, "has_visualization": false} {"cpu_memory": 32.00991439819336, "cuda_memory": 5.363624572753906, "gpu_memory": 23.357696533203125, "grad_norm": 0.14620566368103027, "grad_norm_std": 0.01574714109301567, "learning_rate": 0.0003000000142492354, "n_datas": 9446400.0, "n_iterations": 18450.0, "time": 1654832128.0, "time_backward": 0.0, "time_data": 0.006123609375208616, "time_forward": 0.0, "train_grad_norm": 0.14620566368103027, "train_loss_TCO-iter=1": 0.031132126227021217, "train_loss_TCO-iter=1-init=random": 0.031132126227021217, "train_loss_total": 0.2644578814506531, "train_loss_views_confidence": 0.2644578814506531, "train_time_backward": 0.0, "train_time_data": 0.006123609375208616, "train_time_forward": 0.0, "train_time_iter": 0.6670619249343872, "train_time_render": 0.31049180030822754, "epoch": 82, "has_visualization": false} {"cpu_memory": 32.030906677246094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.367279052734375, "grad_norm": 0.14295679330825806, "grad_norm_std": 0.015221130102872849, "learning_rate": 0.0003000000142492354, "n_datas": 9561600.0, "n_iterations": 18675.0, "time": 1654832256.0, "time_backward": 0.0, "time_data": 0.006111705210059881, "time_forward": 0.0, "train_grad_norm": 0.14295679330825806, "train_loss_TCO-iter=1": 0.03120248392224312, "train_loss_TCO-iter=1-init=random": 0.03120248392224312, "train_loss_total": 0.26405972242355347, "train_loss_views_confidence": 0.26405972242355347, "train_time_backward": 0.0, "train_time_data": 0.006111705210059881, "train_time_forward": 0.0, "train_time_iter": 0.6619322299957275, "train_time_render": 0.3111322224140167, "epoch": 83, "has_visualization": false} {"cpu_memory": 32.055660247802734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.376953125, "grad_norm": 0.1412864327430725, "grad_norm_std": 0.013834462501108646, "learning_rate": 0.0003000000142492354, "n_datas": 9676800.0, "n_iterations": 18900.0, "time": 1654832512.0, "time_backward": 0.0, "time_data": 0.006059121340513229, "time_forward": 0.0, "train_grad_norm": 0.1412864327430725, "train_loss_TCO-iter=1": 0.031229879707098007, "train_loss_TCO-iter=1-init=random": 0.031229879707098007, "train_loss_total": 0.26354506611824036, "train_loss_views_confidence": 0.26354506611824036, "train_time_backward": 0.0, "train_time_data": 0.006059121340513229, "train_time_forward": 0.0, "train_time_iter": 0.6683406233787537, "train_time_render": 0.31264981627464294, "epoch": 84, "has_visualization": false} {"cpu_memory": 32.073177337646484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.384918212890625, "grad_norm": 0.14370538294315338, "grad_norm_std": 0.01617966964840889, "learning_rate": 0.0003000000142492354, "n_datas": 9792000.0, "n_iterations": 19125.0, "time": 1654832640.0, "time_backward": 0.0, "time_data": 0.00615928927436471, "time_forward": 0.0, "train_grad_norm": 0.14370538294315338, "train_loss_TCO-iter=1": 0.03125173598527908, "train_loss_TCO-iter=1-init=random": 0.03125173598527908, "train_loss_total": 0.262865275144577, "train_loss_views_confidence": 0.262865275144577, "train_time_backward": 0.0, "train_time_data": 0.00615928927436471, "train_time_forward": 0.0, "train_time_iter": 0.6719618439674377, "train_time_render": 0.3108649253845215, "epoch": 85, "has_visualization": false} {"cpu_memory": 32.09672927856445, "cuda_memory": 5.363624572753906, "gpu_memory": 23.393218994140625, "grad_norm": 0.14335206151008606, "grad_norm_std": 0.014993950724601746, "learning_rate": 0.0003000000142492354, "n_datas": 9907200.0, "n_iterations": 19350.0, "time": 1654832896.0, "time_backward": 0.0, "time_data": 0.006177214905619621, "time_forward": 0.0, "train_grad_norm": 0.14335206151008606, "train_loss_TCO-iter=1": 0.03115987591445446, "train_loss_TCO-iter=1-init=random": 0.03115987591445446, "train_loss_total": 0.26225757598876953, "train_loss_views_confidence": 0.26225757598876953, "train_time_backward": 0.0, "train_time_data": 0.006177214905619621, "train_time_forward": 0.0, "train_time_iter": 0.6628185510635376, "train_time_render": 0.31034034490585327, "epoch": 86, "has_visualization": false} {"cpu_memory": 32.11980438232422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4019775390625, "grad_norm": 0.13904836773872375, "grad_norm_std": 0.01581883616745472, "learning_rate": 0.0003000000142492354, "n_datas": 10022400.0, "n_iterations": 19575.0, "time": 1654832896.0, "time_backward": 0.0, "time_data": 0.0061681936495006084, "time_forward": 0.0, "train_grad_norm": 0.13904836773872375, "train_loss_TCO-iter=1": 0.0312163308262825, "train_loss_TCO-iter=1-init=random": 0.0312163308262825, "train_loss_total": 0.2628610134124756, "train_loss_views_confidence": 0.2628610134124756, "train_time_backward": 0.0, "train_time_data": 0.0061681936495006084, "train_time_forward": 0.0, "train_time_iter": 0.650982677936554, "train_time_render": 0.3088129758834839, "epoch": 87, "has_visualization": false} {"cpu_memory": 32.1395149230957, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4095458984375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 10137600.0, "n_iterations": 19800.0, "time": 1654833024.0, "time_backward": 0.0, "time_data": 0.0060584526509046555, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.031265243887901306, "train_loss_TCO-iter=1-init=random": 0.031265243887901306, "train_loss_total": 0.26229459047317505, "train_loss_views_confidence": 0.26229459047317505, "train_time_backward": 0.0, "train_time_data": 0.0060584526509046555, "train_time_forward": 0.0, "train_time_iter": 0.6490532755851746, "train_time_render": 0.30851152539253235, "epoch": 88, "has_visualization": false} {"cpu_memory": 32.15823745727539, "cuda_memory": 5.363624572753906, "gpu_memory": 23.415496826171875, "grad_norm": 0.14107421040534973, "grad_norm_std": 0.01621854119002819, "learning_rate": 0.0003000000142492354, "n_datas": 10252800.0, "n_iterations": 20025.0, "time": 1654833152.0, "time_backward": 0.0, "time_data": 0.0061658392660319805, "time_forward": 0.0, "train_grad_norm": 0.14107421040534973, "train_loss_TCO-iter=1": 0.031185319647192955, "train_loss_TCO-iter=1-init=random": 0.031185319647192955, "train_loss_total": 0.2620789408683777, "train_loss_views_confidence": 0.2620789408683777, "train_time_backward": 0.0, "train_time_data": 0.0061658392660319805, "train_time_forward": 0.0, "train_time_iter": 0.6630500555038452, "train_time_render": 0.30968374013900757, "epoch": 89, "has_visualization": false} {"cpu_memory": 32.1757926940918, "cuda_memory": 5.363624572753906, "gpu_memory": 23.422515869140625, "grad_norm": 0.14040987193584442, "grad_norm_std": 0.014468408189713955, "learning_rate": 0.0003000000142492354, "n_datas": 10368000.0, "n_iterations": 20250.0, "time": 1654833408.0, "time_backward": 0.0, "time_data": 0.0062384107150137424, "time_forward": 0.0, "train_grad_norm": 0.14040987193584442, "train_loss_TCO-iter=1": 0.031170222908258438, "train_loss_TCO-iter=1-init=random": 0.031170222908258438, "train_loss_total": 0.26059049367904663, "train_loss_views_confidence": 0.26059049367904663, "train_time_backward": 0.0, "train_time_data": 0.0062384107150137424, "train_time_forward": 0.0, "train_time_iter": 0.6533061861991882, "train_time_render": 0.31044745445251465, "epoch": 90, "has_visualization": false} {"cpu_memory": 32.18901824951172, "cuda_memory": 5.363624572753906, "gpu_memory": 23.427642822265625, "grad_norm": 0.13768266141414642, "grad_norm_std": 0.014121980406343937, "learning_rate": 0.0003000000142492354, "n_datas": 10483200.0, "n_iterations": 20475.0, "time": 1654833408.0, "time_backward": 0.0, "time_data": 0.0061758034862577915, "time_forward": 0.0, "train_grad_norm": 0.13768266141414642, "train_loss_TCO-iter=1": 0.031124934554100037, "train_loss_TCO-iter=1-init=random": 0.031124934554100037, "train_loss_total": 0.2608385384082794, "train_loss_views_confidence": 0.2608385384082794, "train_time_backward": 0.0, "train_time_data": 0.0061758034862577915, "train_time_forward": 0.0, "train_time_iter": 0.6560029983520508, "train_time_render": 0.31068938970565796, "epoch": 91, "has_visualization": false} {"cpu_memory": 32.20649719238281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.433135986328125, "grad_norm": 0.14038261771202087, "grad_norm_std": 0.014806770719587803, "learning_rate": 0.0003000000142492354, "n_datas": 10598400.0, "n_iterations": 20700.0, "time": 1654833664.0, "time_backward": 0.0, "time_data": 0.00602946849539876, "time_forward": 0.0, "train_grad_norm": 0.14038261771202087, "train_loss_TCO-iter=1": 0.0311278086155653, "train_loss_TCO-iter=1-init=random": 0.0311278086155653, "train_loss_total": 0.2599811255931854, "train_loss_views_confidence": 0.2599811255931854, "train_time_backward": 0.0, "train_time_data": 0.00602946849539876, "train_time_forward": 0.0, "train_time_iter": 0.6557202935218811, "train_time_render": 0.3097164034843445, "epoch": 92, "has_visualization": false} {"cpu_memory": 32.219478607177734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.438446044921875, "grad_norm": 0.14101263880729675, "grad_norm_std": 0.01692940667271614, "learning_rate": 0.0003000000142492354, "n_datas": 10713600.0, "n_iterations": 20925.0, "time": 1654833792.0, "time_backward": 0.0, "time_data": 0.006043252069503069, "time_forward": 0.0, "train_grad_norm": 0.14101263880729675, "train_loss_TCO-iter=1": 0.0311452504247427, "train_loss_TCO-iter=1-init=random": 0.0311452504247427, "train_loss_total": 0.2604365050792694, "train_loss_views_confidence": 0.2604365050792694, "train_time_backward": 0.0, "train_time_data": 0.006043252069503069, "train_time_forward": 0.0, "train_time_iter": 0.6506434082984924, "train_time_render": 0.31096431612968445, "epoch": 93, "has_visualization": false} {"cpu_memory": 32.231964111328125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.443359375, "grad_norm": 0.13546708226203918, "grad_norm_std": 0.012442786246538162, "learning_rate": 0.0003000000142492354, "n_datas": 10828800.0, "n_iterations": 21150.0, "time": 1654833792.0, "time_backward": 0.0, "time_data": 0.006204125937074423, "time_forward": 0.0, "train_grad_norm": 0.13546708226203918, "train_loss_TCO-iter=1": 0.031174402683973312, "train_loss_TCO-iter=1-init=random": 0.031174402683973312, "train_loss_total": 0.25917771458625793, "train_loss_views_confidence": 0.25917771458625793, "train_time_backward": 0.0, "train_time_data": 0.006204125937074423, "train_time_forward": 0.0, "train_time_iter": 0.6562120318412781, "train_time_render": 0.3104678988456726, "epoch": 94, "has_visualization": false} {"cpu_memory": 32.245582580566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4466552734375, "grad_norm": 0.13978514075279236, "grad_norm_std": 0.016051167622208595, "learning_rate": 0.0003000000142492354, "n_datas": 10944000.0, "n_iterations": 21375.0, "time": 1654834048.0, "time_backward": 0.0, "time_data": 0.00617032777518034, "time_forward": 0.0, "train_grad_norm": 0.13978514075279236, "train_loss_TCO-iter=1": 0.03125778213143349, "train_loss_TCO-iter=1-init=random": 0.03125778213143349, "train_loss_total": 0.25893282890319824, "train_loss_views_confidence": 0.25893282890319824, "train_time_backward": 0.0, "train_time_data": 0.00617032777518034, "train_time_forward": 0.0, "train_time_iter": 0.6559488773345947, "train_time_render": 0.31160351634025574, "epoch": 95, "has_visualization": false} {"cpu_memory": 32.25586700439453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4500732421875, "grad_norm": 0.13794055581092834, "grad_norm_std": 0.01649654284119606, "learning_rate": 0.0003000000142492354, "n_datas": 11059200.0, "n_iterations": 21600.0, "time": 1654834304.0, "time_backward": 0.0, "time_data": 0.0060985274612903595, "time_forward": 0.0, "train_grad_norm": 0.13794055581092834, "train_loss_TCO-iter=1": 0.03101211227476597, "train_loss_TCO-iter=1-init=random": 0.03101211227476597, "train_loss_total": 0.25747278332710266, "train_loss_views_confidence": 0.25747278332710266, "train_time_backward": 0.0, "train_time_data": 0.0060985274612903595, "train_time_forward": 0.0, "train_time_iter": 0.6591663956642151, "train_time_render": 0.3104128837585449, "epoch": 96, "has_visualization": false} {"cpu_memory": 32.269168853759766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.45513916015625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 11174400.0, "n_iterations": 21825.0, "time": 1654834560.0, "time_backward": 0.0, "time_data": 0.00615994818508625, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.03096495009958744, "train_loss_TCO-iter=1-init=random": 0.03096495009958744, "train_loss_total": 0.2580985724925995, "train_loss_views_confidence": 0.2580985724925995, "train_time_backward": 0.0, "train_time_data": 0.00615994818508625, "train_time_forward": 0.0, "train_time_iter": 0.6529709696769714, "train_time_render": 0.30987948179244995, "epoch": 97, "has_visualization": false} {"cpu_memory": 32.279327392578125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.458038330078125, "grad_norm": 0.13785307109355927, "grad_norm_std": 0.015864476561546326, "learning_rate": 0.0003000000142492354, "n_datas": 11289600.0, "n_iterations": 22050.0, "time": 1654834560.0, "time_backward": 0.0, "time_data": 0.006082024425268173, "time_forward": 0.0, "train_grad_norm": 0.13785307109355927, "train_loss_TCO-iter=1": 0.03117281384766102, "train_loss_TCO-iter=1-init=random": 0.03117281384766102, "train_loss_total": 0.25726157426834106, "train_loss_views_confidence": 0.25726157426834106, "train_time_backward": 0.0, "train_time_data": 0.006082024425268173, "train_time_forward": 0.0, "train_time_iter": 0.6623720526695251, "train_time_render": 0.31085318326950073, "epoch": 98, "has_visualization": false} {"cpu_memory": 32.2912483215332, "cuda_memory": 5.363624572753906, "gpu_memory": 23.462432861328125, "grad_norm": 0.13831071555614471, "grad_norm_std": 0.012729843147099018, "learning_rate": 0.0003000000142492354, "n_datas": 11404800.0, "n_iterations": 22275.0, "time": 1654834688.0, "time_backward": 0.0, "time_data": 0.006240579299628735, "time_forward": 0.0, "train_grad_norm": 0.13831071555614471, "train_loss_TCO-iter=1": 0.031090542674064636, "train_loss_TCO-iter=1-init=random": 0.031090542674064636, "train_loss_total": 0.25649556517601013, "train_loss_views_confidence": 0.25649556517601013, "train_time_backward": 0.0, "train_time_data": 0.006240579299628735, "train_time_forward": 0.0, "train_time_iter": 0.6578521728515625, "train_time_render": 0.31040990352630615, "epoch": 99, "has_visualization": false} {"cpu_memory": 32.30221939086914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4649658203125, "grad_norm": 0.1377386748790741, "grad_norm_std": 0.014261363074183464, "learning_rate": 0.0003000000142492354, "n_datas": 11520000.0, "n_iterations": 22500.0, "time": 1654834944.0, "time_backward": 0.0, "time_data": 0.006064100656658411, "time_forward": 0.0, "train_grad_norm": 0.1377386748790741, "train_loss_TCO-iter=1": 0.03110356256365776, "train_loss_TCO-iter=1-init=random": 0.03110356256365776, "train_loss_total": 0.25663602352142334, "train_loss_views_confidence": 0.25663602352142334, "train_time_backward": 0.0, "train_time_data": 0.006064100656658411, "train_time_forward": 0.0, "train_time_iter": 0.6552269458770752, "train_time_render": 0.3105742335319519, "epoch": 100, "has_visualization": false} {"cpu_memory": 32.319854736328125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4686279296875, "grad_norm": 0.13751481473445892, "grad_norm_std": 0.015604604966938496, "learning_rate": 0.0003000000142492354, "n_datas": 11635200.0, "n_iterations": 22725.0, "time": 1654834944.0, "time_backward": 0.0, "time_data": 0.00619221106171608, "time_forward": 0.0, "train_grad_norm": 0.13751481473445892, "train_loss_TCO-iter=1": 0.03103615902364254, "train_loss_TCO-iter=1-init=random": 0.03103615902364254, "train_loss_total": 0.2558099329471588, "train_loss_views_confidence": 0.2558099329471588, "train_time_backward": 0.0, "train_time_data": 0.00619221106171608, "train_time_forward": 0.0, "train_time_iter": 0.6607818007469177, "train_time_render": 0.3119499683380127, "epoch": 101, "has_visualization": false} {"cpu_memory": 32.32753372192383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.470458984375, "grad_norm": 0.1381109654903412, "grad_norm_std": 0.013171643950045109, "learning_rate": 0.0003000000142492354, "n_datas": 11750400.0, "n_iterations": 22950.0, "time": 1654835200.0, "time_backward": 0.0, "time_data": 0.006157557480037212, "time_forward": 0.0, "train_grad_norm": 0.1381109654903412, "train_loss_TCO-iter=1": 0.030992906540632248, "train_loss_TCO-iter=1-init=random": 0.030992906540632248, "train_loss_total": 0.2552757263183594, "train_loss_views_confidence": 0.2552757263183594, "train_time_backward": 0.0, "train_time_data": 0.006157557480037212, "train_time_forward": 0.0, "train_time_iter": 0.6597644090652466, "train_time_render": 0.3110320568084717, "epoch": 102, "has_visualization": false} {"cpu_memory": 32.33936309814453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.474029541015625, "grad_norm": 0.13587312400341034, "grad_norm_std": 0.01477024331688881, "learning_rate": 0.0003000000142492354, "n_datas": 11865600.0, "n_iterations": 23175.0, "time": 1654835328.0, "time_backward": 0.0, "time_data": 0.006170702166855335, "time_forward": 0.0, "train_grad_norm": 0.13587312400341034, "train_loss_TCO-iter=1": 0.03105201944708824, "train_loss_TCO-iter=1-init=random": 0.03105201944708824, "train_loss_total": 0.25593602657318115, "train_loss_views_confidence": 0.25593602657318115, "train_time_backward": 0.0, "train_time_data": 0.006170702166855335, "train_time_forward": 0.0, "train_time_iter": 0.6547412872314453, "train_time_render": 0.3109092712402344, "epoch": 103, "has_visualization": false} {"cpu_memory": 32.34730529785156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.476043701171875, "grad_norm": 0.1376703679561615, "grad_norm_std": 0.012425416149199009, "learning_rate": 0.0003000000142492354, "n_datas": 11980800.0, "n_iterations": 23400.0, "time": 1654835456.0, "time_backward": 0.0, "time_data": 0.006046894937753677, "time_forward": 0.0, "train_grad_norm": 0.1376703679561615, "train_loss_TCO-iter=1": 0.031043948605656624, "train_loss_TCO-iter=1-init=random": 0.031043948605656624, "train_loss_total": 0.255527138710022, "train_loss_views_confidence": 0.255527138710022, "train_time_backward": 0.0, "train_time_data": 0.006046894937753677, "train_time_forward": 0.0, "train_time_iter": 0.6553696393966675, "train_time_render": 0.310680627822876, "epoch": 104, "has_visualization": false} {"cpu_memory": 32.354820251464844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.477691650390625, "grad_norm": 0.13746832311153412, "grad_norm_std": 0.013103129342198372, "learning_rate": 0.0003000000142492354, "n_datas": 12096000.0, "n_iterations": 23625.0, "time": 1654835456.0, "time_backward": 0.0, "time_data": 0.006132177077233791, "time_forward": 0.0, "train_grad_norm": 0.13746832311153412, "train_loss_TCO-iter=1": 0.031080815941095352, "train_loss_TCO-iter=1-init=random": 0.031080815941095352, "train_loss_total": 0.2547277808189392, "train_loss_views_confidence": 0.2547277808189392, "train_time_backward": 0.0, "train_time_data": 0.006132177077233791, "train_time_forward": 0.0, "train_time_iter": 0.6597504019737244, "train_time_render": 0.3119804859161377, "epoch": 105, "has_visualization": false} {"cpu_memory": 32.36695861816406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.479644775390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 12211200.0, "n_iterations": 23850.0, "time": 1654835712.0, "time_backward": 0.0, "time_data": 0.006189603824168444, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.03097289800643921, "train_loss_TCO-iter=1-init=random": 0.03097289800643921, "train_loss_total": 0.25286898016929626, "train_loss_views_confidence": 0.25286898016929626, "train_time_backward": 0.0, "train_time_data": 0.006189603824168444, "train_time_forward": 0.0, "train_time_iter": 0.6739138960838318, "train_time_render": 0.3116733729839325, "epoch": 106, "has_visualization": false} {"cpu_memory": 32.375064849853516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.482391357421875, "grad_norm": 0.1377439647912979, "grad_norm_std": 0.01588410697877407, "learning_rate": 0.0003000000142492354, "n_datas": 12326400.0, "n_iterations": 24075.0, "time": 1654835840.0, "time_backward": 0.0, "time_data": 0.006104704923927784, "time_forward": 0.0, "train_grad_norm": 0.1377439647912979, "train_loss_TCO-iter=1": 0.03090294636785984, "train_loss_TCO-iter=1-init=random": 0.03090294636785984, "train_loss_total": 0.25369003415107727, "train_loss_views_confidence": 0.25369003415107727, "train_time_backward": 0.0, "train_time_data": 0.006104704923927784, "train_time_forward": 0.0, "train_time_iter": 0.6571540236473083, "train_time_render": 0.3102490305900574, "epoch": 107, "has_visualization": false} {"cpu_memory": 32.386253356933594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.485626220703125, "grad_norm": 0.13529884815216064, "grad_norm_std": 0.01156675349920988, "learning_rate": 0.0003000000142492354, "n_datas": 12441600.0, "n_iterations": 24300.0, "time": 1654836096.0, "time_backward": 0.0, "time_data": 0.006131997797638178, "time_forward": 0.0, "train_grad_norm": 0.13529884815216064, "train_loss_TCO-iter=1": 0.03098890371620655, "train_loss_TCO-iter=1-init=random": 0.03098890371620655, "train_loss_total": 0.2543368637561798, "train_loss_views_confidence": 0.2543368637561798, "train_time_backward": 0.0, "train_time_data": 0.006131997797638178, "train_time_forward": 0.0, "train_time_iter": 0.6591320037841797, "train_time_render": 0.31126266717910767, "epoch": 108, "has_visualization": false} {"cpu_memory": 32.39389419555664, "cuda_memory": 5.363624572753906, "gpu_memory": 23.48895263671875, "grad_norm": 0.13424530625343323, "grad_norm_std": 0.01302441768348217, "learning_rate": 0.0003000000142492354, "n_datas": 12556800.0, "n_iterations": 24525.0, "time": 1654836224.0, "time_backward": 0.0, "time_data": 0.006242330186069012, "time_forward": 0.0, "train_grad_norm": 0.13424530625343323, "train_loss_TCO-iter=1": 0.031059835106134415, "train_loss_TCO-iter=1-init=random": 0.031059835106134415, "train_loss_total": 0.25300338864326477, "train_loss_views_confidence": 0.25300338864326477, "train_time_backward": 0.0, "train_time_data": 0.006242330186069012, "train_time_forward": 0.0, "train_time_iter": 0.6498116850852966, "train_time_render": 0.31074732542037964, "epoch": 109, "has_visualization": false} {"cpu_memory": 32.40454864501953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.49114990234375, "grad_norm": 0.13672387599945068, "grad_norm_std": 0.013998456299304962, "learning_rate": 0.0003000000142492354, "n_datas": 12672000.0, "n_iterations": 24750.0, "time": 1654836352.0, "time_backward": 0.0, "time_data": 0.0060831522569060326, "time_forward": 0.0, "train_grad_norm": 0.13672387599945068, "train_loss_TCO-iter=1": 0.03099231794476509, "train_loss_TCO-iter=1-init=random": 0.03099231794476509, "train_loss_total": 0.25331681966781616, "train_loss_views_confidence": 0.25331681966781616, "train_time_backward": 0.0, "train_time_data": 0.0060831522569060326, "train_time_forward": 0.0, "train_time_iter": 0.6498722434043884, "train_time_render": 0.3106379508972168, "epoch": 110, "has_visualization": false} {"cpu_memory": 32.413108825683594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.493194580078125, "grad_norm": 0.1357528269290924, "grad_norm_std": 0.012314771302044392, "learning_rate": 0.0003000000142492354, "n_datas": 12787200.0, "n_iterations": 24975.0, "time": 1654836608.0, "time_backward": 0.0, "time_data": 0.0061360010877251625, "time_forward": 0.0, "train_grad_norm": 0.1357528269290924, "train_loss_TCO-iter=1": 0.03087008371949196, "train_loss_TCO-iter=1-init=random": 0.03087008371949196, "train_loss_total": 0.25191831588745117, "train_loss_views_confidence": 0.25191831588745117, "train_time_backward": 0.0, "train_time_data": 0.0061360010877251625, "train_time_forward": 0.0, "train_time_iter": 0.6613104343414307, "train_time_render": 0.311123788356781, "epoch": 111, "has_visualization": false} {"cpu_memory": 32.420257568359375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.49505615234375, "grad_norm": 0.13411808013916016, "grad_norm_std": 0.011645078659057617, "learning_rate": 0.0003000000142492354, "n_datas": 12902400.0, "n_iterations": 25200.0, "time": 1654836608.0, "time_backward": 0.0, "time_data": 0.00605139322578907, "time_forward": 0.0, "train_grad_norm": 0.13411808013916016, "train_loss_TCO-iter=1": 0.030906761065125465, "train_loss_TCO-iter=1-init=random": 0.030906761065125465, "train_loss_total": 0.2529882788658142, "train_loss_views_confidence": 0.2529882788658142, "train_time_backward": 0.0, "train_time_data": 0.00605139322578907, "train_time_forward": 0.0, "train_time_iter": 0.6695281863212585, "train_time_render": 0.31088870763778687, "epoch": 112, "has_visualization": false} {"cpu_memory": 32.43045425415039, "cuda_memory": 5.363624572753906, "gpu_memory": 23.49627685546875, "grad_norm": 0.1376185268163681, "grad_norm_std": 0.01548515073955059, "learning_rate": 0.0003000000142492354, "n_datas": 13017600.0, "n_iterations": 25425.0, "time": 1654836736.0, "time_backward": 0.0, "time_data": 0.006107391323894262, "time_forward": 0.0, "train_grad_norm": 0.1376185268163681, "train_loss_TCO-iter=1": 0.030858736485242844, "train_loss_TCO-iter=1-init=random": 0.030858736485242844, "train_loss_total": 0.25208979845046997, "train_loss_views_confidence": 0.25208979845046997, "train_time_backward": 0.0, "train_time_data": 0.006107391323894262, "train_time_forward": 0.0, "train_time_iter": 0.6575874090194702, "train_time_render": 0.3102254271507263, "epoch": 113, "has_visualization": false} {"cpu_memory": 32.43886184692383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.49713134765625, "grad_norm": 0.13489732146263123, "grad_norm_std": 0.014108291827142239, "learning_rate": 0.0003000000142492354, "n_datas": 13132800.0, "n_iterations": 25650.0, "time": 1654836992.0, "time_backward": 0.0, "time_data": 0.0062470221891999245, "time_forward": 0.0, "train_grad_norm": 0.13489732146263123, "train_loss_TCO-iter=1": 0.03080226294696331, "train_loss_TCO-iter=1-init=random": 0.03080226294696331, "train_loss_total": 0.2504696547985077, "train_loss_views_confidence": 0.2504696547985077, "train_time_backward": 0.0, "train_time_data": 0.0062470221891999245, "train_time_forward": 0.0, "train_time_iter": 0.6532350182533264, "train_time_render": 0.3110031187534332, "epoch": 114, "has_visualization": false} {"cpu_memory": 32.4454345703125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.49835205078125, "grad_norm": 0.13503536581993103, "grad_norm_std": 0.013420972973108292, "learning_rate": 0.0003000000142492354, "n_datas": 13248000.0, "n_iterations": 25875.0, "time": 1654837120.0, "time_backward": 0.0, "time_data": 0.006047870498150587, "time_forward": 0.0, "train_grad_norm": 0.13503536581993103, "train_loss_TCO-iter=1": 0.03091271221637726, "train_loss_TCO-iter=1-init=random": 0.03091271221637726, "train_loss_total": 0.25097548961639404, "train_loss_views_confidence": 0.25097548961639404, "train_time_backward": 0.0, "train_time_data": 0.006047870498150587, "train_time_forward": 0.0, "train_time_iter": 0.6615954637527466, "train_time_render": 0.31136125326156616, "epoch": 115, "has_visualization": false} {"cpu_memory": 32.45169448852539, "cuda_memory": 5.363624572753906, "gpu_memory": 23.499542236328125, "grad_norm": 0.13831837475299835, "grad_norm_std": 0.01509055495262146, "learning_rate": 0.0003000000142492354, "n_datas": 13363200.0, "n_iterations": 26100.0, "time": 1654837248.0, "time_backward": 0.0, "time_data": 0.006129041314125061, "time_forward": 0.0, "train_grad_norm": 0.13831837475299835, "train_loss_TCO-iter=1": 0.030868111178278923, "train_loss_TCO-iter=1-init=random": 0.030868111178278923, "train_loss_total": 0.25035038590431213, "train_loss_views_confidence": 0.25035038590431213, "train_time_backward": 0.0, "train_time_data": 0.006129041314125061, "train_time_forward": 0.0, "train_time_iter": 0.6469128727912903, "train_time_render": 0.3106665313243866, "epoch": 116, "has_visualization": false} {"cpu_memory": 32.459442138671875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50115966796875, "grad_norm": 0.13399848341941833, "grad_norm_std": 0.014459206722676754, "learning_rate": 0.0003000000142492354, "n_datas": 13478400.0, "n_iterations": 26325.0, "time": 1654837376.0, "time_backward": 0.0, "time_data": 0.006215356290340424, "time_forward": 0.0, "train_grad_norm": 0.13399848341941833, "train_loss_TCO-iter=1": 0.030882949009537697, "train_loss_TCO-iter=1-init=random": 0.030882949009537697, "train_loss_total": 0.25017502903938293, "train_loss_views_confidence": 0.25017502903938293, "train_time_backward": 0.0, "train_time_data": 0.006215356290340424, "train_time_forward": 0.0, "train_time_iter": 0.6556888818740845, "train_time_render": 0.3116239607334137, "epoch": 117, "has_visualization": false} {"cpu_memory": 32.464935302734375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.502288818359375, "grad_norm": 0.13487552106380463, "grad_norm_std": 0.012209264561533928, "learning_rate": 0.0003000000142492354, "n_datas": 13593600.0, "n_iterations": 26550.0, "time": 1654837504.0, "time_backward": 0.0, "time_data": 0.006043747067451477, "time_forward": 0.0, "train_grad_norm": 0.13487552106380463, "train_loss_TCO-iter=1": 0.030875734984874725, "train_loss_TCO-iter=1-init=random": 0.030875734984874725, "train_loss_total": 0.2491217851638794, "train_loss_views_confidence": 0.2491217851638794, "train_time_backward": 0.0, "train_time_data": 0.006043747067451477, "train_time_forward": 0.0, "train_time_iter": 0.6748138070106506, "train_time_render": 0.311693012714386, "epoch": 118, "has_visualization": false} {"cpu_memory": 32.46924591064453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.503662109375, "grad_norm": 0.1386949121952057, "grad_norm_std": 0.01685214415192604, "learning_rate": 0.0003000000142492354, "n_datas": 13708800.0, "n_iterations": 26775.0, "time": 1654837504.0, "time_backward": 0.0, "time_data": 0.006355959922075272, "time_forward": 0.0, "train_grad_norm": 0.1386949121952057, "train_loss_TCO-iter=1": 0.030783677473664284, "train_loss_TCO-iter=1-init=random": 0.030783677473664284, "train_loss_total": 0.24913564324378967, "train_loss_views_confidence": 0.24913564324378967, "train_time_backward": 0.0, "train_time_data": 0.006355959922075272, "train_time_forward": 0.0, "train_time_iter": 0.6630955934524536, "train_time_render": 0.31142061948776245, "epoch": 119, "has_visualization": false} {"cpu_memory": 32.480247497558594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.505096435546875, "grad_norm": 0.13536936044692993, "grad_norm_std": 0.012566221877932549, "learning_rate": 0.0003000000142492354, "n_datas": 13824000.0, "n_iterations": 27000.0, "time": 1654837888.0, "time_backward": 0.0, "time_data": 0.006115635856986046, "time_forward": 0.0, "train_grad_norm": 0.13536936044692993, "train_loss_TCO-iter=1": 0.030869774520397186, "train_loss_TCO-iter=1-init=random": 0.030869774520397186, "train_loss_total": 0.24853749573230743, "train_loss_views_confidence": 0.24853749573230743, "train_time_backward": 0.0, "train_time_data": 0.006115635856986046, "train_time_forward": 0.0, "train_time_iter": 0.6616001129150391, "train_time_render": 0.31107932329177856, "epoch": 120, "has_visualization": false} {"cpu_memory": 32.48631286621094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.506072998046875, "grad_norm": 0.13542817533016205, "grad_norm_std": 0.012006797827780247, "learning_rate": 0.0003000000142492354, "n_datas": 13939200.0, "n_iterations": 27225.0, "time": 1654837888.0, "time_backward": 0.0, "time_data": 0.0061304159462451935, "time_forward": 0.0, "train_grad_norm": 0.13542817533016205, "train_loss_TCO-iter=1": 0.030834326520562172, "train_loss_TCO-iter=1-init=random": 0.030834326520562172, "train_loss_total": 0.24885709583759308, "train_loss_views_confidence": 0.24885709583759308, "train_time_backward": 0.0, "train_time_data": 0.0061304159462451935, "train_time_forward": 0.0, "train_time_iter": 0.6748390197753906, "train_time_render": 0.31141307950019836, "epoch": 121, "has_visualization": false} {"cpu_memory": 32.49286651611328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.507354736328125, "grad_norm": 0.1362725794315338, "grad_norm_std": 0.013668929226696491, "learning_rate": 0.0003000000142492354, "n_datas": 14054400.0, "n_iterations": 27450.0, "time": 1654838144.0, "time_backward": 0.0, "time_data": 0.011792002245783806, "time_forward": 0.0, "train_grad_norm": 0.1362725794315338, "train_loss_TCO-iter=1": 0.030749330297112465, "train_loss_TCO-iter=1-init=random": 0.030749330297112465, "train_loss_total": 0.24841517210006714, "train_loss_views_confidence": 0.24841517210006714, "train_time_backward": 0.0, "train_time_data": 0.011792002245783806, "train_time_forward": 0.0, "train_time_iter": 0.6598361134529114, "train_time_render": 0.3112340271472931, "epoch": 122, "has_visualization": false} {"cpu_memory": 32.50035095214844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5084228515625, "grad_norm": 0.13467881083488464, "grad_norm_std": 0.013603653758764267, "learning_rate": 0.0003000000142492354, "n_datas": 14169600.0, "n_iterations": 27675.0, "time": 1654838272.0, "time_backward": 0.0, "time_data": 0.006115050986409187, "time_forward": 0.0, "train_grad_norm": 0.13467881083488464, "train_loss_TCO-iter=1": 0.030726846307516098, "train_loss_TCO-iter=1-init=random": 0.030726846307516098, "train_loss_total": 0.24732054769992828, "train_loss_views_confidence": 0.24732054769992828, "train_time_backward": 0.0, "train_time_data": 0.006115050986409187, "train_time_forward": 0.0, "train_time_iter": 0.6495638489723206, "train_time_render": 0.31150907278060913, "epoch": 123, "has_visualization": false} {"cpu_memory": 32.50847625732422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50982666015625, "grad_norm": 0.1345948874950409, "grad_norm_std": 0.014605533331632614, "learning_rate": 0.0003000000142492354, "n_datas": 14284800.0, "n_iterations": 27900.0, "time": 1654838400.0, "time_backward": 0.0, "time_data": 0.006130254827439785, "time_forward": 0.0, "train_grad_norm": 0.1345948874950409, "train_loss_TCO-iter=1": 0.030788220465183258, "train_loss_TCO-iter=1-init=random": 0.030788220465183258, "train_loss_total": 0.2489224672317505, "train_loss_views_confidence": 0.2489224672317505, "train_time_backward": 0.0, "train_time_data": 0.006130254827439785, "train_time_forward": 0.0, "train_time_iter": 0.6645470857620239, "train_time_render": 0.31265851855278015, "epoch": 124, "has_visualization": false} {"cpu_memory": 32.519500732421875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.511688232421875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 14400000.0, "n_iterations": 28125.0, "time": 1654838656.0, "time_backward": 0.0, "time_data": 0.0063805109821259975, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030705183744430542, "train_loss_TCO-iter=1-init=random": 0.030705183744430542, "train_loss_total": 0.24781963229179382, "train_loss_views_confidence": 0.24781963229179382, "train_time_backward": 0.0, "train_time_data": 0.0063805109821259975, "train_time_forward": 0.0, "train_time_iter": 0.6602200865745544, "train_time_render": 0.3124157786369324, "epoch": 125, "has_visualization": false} {"cpu_memory": 32.52734375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.51214599609375, "grad_norm": 0.13503198325634003, "grad_norm_std": 0.013805605471134186, "learning_rate": 0.0003000000142492354, "n_datas": 14515200.0, "n_iterations": 28350.0, "time": 1654838784.0, "time_backward": 0.0, "time_data": 0.006050330586731434, "time_forward": 0.0, "train_grad_norm": 0.13503198325634003, "train_loss_TCO-iter=1": 0.03078964725136757, "train_loss_TCO-iter=1-init=random": 0.03078964725136757, "train_loss_total": 0.24802497029304504, "train_loss_views_confidence": 0.24802497029304504, "train_time_backward": 0.0, "train_time_data": 0.006050330586731434, "train_time_forward": 0.0, "train_time_iter": 0.6555147171020508, "train_time_render": 0.31213781237602234, "epoch": 126, "has_visualization": false} {"cpu_memory": 32.537071228027344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.512847900390625, "grad_norm": 0.1325506716966629, "grad_norm_std": 0.013122345320880413, "learning_rate": 0.0003000000142492354, "n_datas": 14630400.0, "n_iterations": 28575.0, "time": 1654839040.0, "time_backward": 0.0, "time_data": 0.006058622617274523, "time_forward": 0.0, "train_grad_norm": 0.1325506716966629, "train_loss_TCO-iter=1": 0.030764732509851456, "train_loss_TCO-iter=1-init=random": 0.030764732509851456, "train_loss_total": 0.24598951637744904, "train_loss_views_confidence": 0.24598951637744904, "train_time_backward": 0.0, "train_time_data": 0.006058622617274523, "train_time_forward": 0.0, "train_time_iter": 0.6712417602539062, "train_time_render": 0.3132944405078888, "epoch": 127, "has_visualization": false} {"cpu_memory": 32.542724609375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.513671875, "grad_norm": 0.13440096378326416, "grad_norm_std": 0.013033164665102959, "learning_rate": 0.0003000000142492354, "n_datas": 14745600.0, "n_iterations": 28800.0, "time": 1654839040.0, "time_backward": 0.0, "time_data": 0.0061657847836613655, "time_forward": 0.0, "train_grad_norm": 0.13440096378326416, "train_loss_TCO-iter=1": 0.03072962537407875, "train_loss_TCO-iter=1-init=random": 0.03072962537407875, "train_loss_total": 0.24581162631511688, "train_loss_views_confidence": 0.24581162631511688, "train_time_backward": 0.0, "train_time_data": 0.0061657847836613655, "train_time_forward": 0.0, "train_time_iter": 0.6712003946304321, "train_time_render": 0.3136303424835205, "epoch": 128, "has_visualization": false} {"cpu_memory": 32.5484733581543, "cuda_memory": 5.363624572753906, "gpu_memory": 23.515167236328125, "grad_norm": 0.13321448862552643, "grad_norm_std": 0.013293184340000153, "learning_rate": 0.0003000000142492354, "n_datas": 14860800.0, "n_iterations": 29025.0, "time": 1654839168.0, "time_backward": 0.0, "time_data": 0.006170589476823807, "time_forward": 0.0, "train_grad_norm": 0.13321448862552643, "train_loss_TCO-iter=1": 0.030675027519464493, "train_loss_TCO-iter=1-init=random": 0.030675027519464493, "train_loss_total": 0.24595925211906433, "train_loss_views_confidence": 0.24595925211906433, "train_time_backward": 0.0, "train_time_data": 0.006170589476823807, "train_time_forward": 0.0, "train_time_iter": 0.6602476835250854, "train_time_render": 0.31304869055747986, "epoch": 129, "has_visualization": false} {"cpu_memory": 32.55342102050781, "cuda_memory": 5.363624572753906, "gpu_memory": 23.51605224609375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 14976000.0, "n_iterations": 29250.0, "time": 1654839296.0, "time_backward": 0.0, "time_data": 0.006192707922309637, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030673742294311523, "train_loss_TCO-iter=1-init=random": 0.030673742294311523, "train_loss_total": 0.2466708868741989, "train_loss_views_confidence": 0.2466708868741989, "train_time_backward": 0.0, "train_time_data": 0.006192707922309637, "train_time_forward": 0.0, "train_time_iter": 0.6617897152900696, "train_time_render": 0.3126611113548279, "epoch": 130, "has_visualization": false} {"cpu_memory": 32.55805206298828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.516510009765625, "grad_norm": 0.13217808306217194, "grad_norm_std": 0.011935229413211346, "learning_rate": 0.0003000000142492354, "n_datas": 15091200.0, "n_iterations": 29475.0, "time": 1654839552.0, "time_backward": 0.0, "time_data": 0.006168997846543789, "time_forward": 0.0, "train_grad_norm": 0.13217808306217194, "train_loss_TCO-iter=1": 0.030736180022358894, "train_loss_TCO-iter=1-init=random": 0.030736180022358894, "train_loss_total": 0.24562428891658783, "train_loss_views_confidence": 0.24562428891658783, "train_time_backward": 0.0, "train_time_data": 0.006168997846543789, "train_time_forward": 0.0, "train_time_iter": 0.6487804651260376, "train_time_render": 0.3121061623096466, "epoch": 131, "has_visualization": false} {"cpu_memory": 32.56575393676758, "cuda_memory": 5.363624572753906, "gpu_memory": 23.516876220703125, "grad_norm": 0.1334265023469925, "grad_norm_std": 0.013689547777175903, "learning_rate": 0.0003000000142492354, "n_datas": 15206400.0, "n_iterations": 29700.0, "time": 1654839552.0, "time_backward": 0.0, "time_data": 0.0061493730172514915, "time_forward": 0.0, "train_grad_norm": 0.1334265023469925, "train_loss_TCO-iter=1": 0.030836071819067, "train_loss_TCO-iter=1-init=random": 0.030836071819067, "train_loss_total": 0.245074063539505, "train_loss_views_confidence": 0.245074063539505, "train_time_backward": 0.0, "train_time_data": 0.0061493730172514915, "train_time_forward": 0.0, "train_time_iter": 0.6619484424591064, "train_time_render": 0.31188130378723145, "epoch": 132, "has_visualization": false} {"cpu_memory": 32.57271194458008, "cuda_memory": 5.363624572753906, "gpu_memory": 23.517364501953125, "grad_norm": 0.13377061486244202, "grad_norm_std": 0.012923448346555233, "learning_rate": 0.0003000000142492354, "n_datas": 15321600.0, "n_iterations": 29925.0, "time": 1654839808.0, "time_backward": 0.0, "time_data": 0.006093484349548817, "time_forward": 0.0, "train_grad_norm": 0.13377061486244202, "train_loss_TCO-iter=1": 0.030770353972911835, "train_loss_TCO-iter=1-init=random": 0.030770353972911835, "train_loss_total": 0.24523542821407318, "train_loss_views_confidence": 0.24523542821407318, "train_time_backward": 0.0, "train_time_data": 0.006093484349548817, "train_time_forward": 0.0, "train_time_iter": 0.673372745513916, "train_time_render": 0.3133952021598816, "epoch": 133, "has_visualization": false} {"cpu_memory": 32.58148956298828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.518157958984375, "grad_norm": 0.13426536321640015, "grad_norm_std": 0.013047297485172749, "learning_rate": 0.0003000000142492354, "n_datas": 15436800.0, "n_iterations": 30150.0, "time": 1654839936.0, "time_backward": 0.0, "time_data": 0.006121870130300522, "time_forward": 0.0, "train_grad_norm": 0.13426536321640015, "train_loss_TCO-iter=1": 0.030750971287488937, "train_loss_TCO-iter=1-init=random": 0.030750971287488937, "train_loss_total": 0.24444259703159332, "train_loss_views_confidence": 0.24444259703159332, "train_time_backward": 0.0, "train_time_data": 0.006121870130300522, "train_time_forward": 0.0, "train_time_iter": 0.6586501598358154, "train_time_render": 0.312797874212265, "epoch": 134, "has_visualization": false} {"cpu_memory": 32.587589263916016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5189208984375, "grad_norm": 0.1331283301115036, "grad_norm_std": 0.013331504538655281, "learning_rate": 0.0003000000142492354, "n_datas": 15552000.0, "n_iterations": 30375.0, "time": 1654839936.0, "time_backward": 0.0, "time_data": 0.00614301860332489, "time_forward": 0.0, "train_grad_norm": 0.1331283301115036, "train_loss_TCO-iter=1": 0.030664339661598206, "train_loss_TCO-iter=1-init=random": 0.030664339661598206, "train_loss_total": 0.24403807520866394, "train_loss_views_confidence": 0.24403807520866394, "train_time_backward": 0.0, "train_time_data": 0.00614301860332489, "train_time_forward": 0.0, "train_time_iter": 0.6664569973945618, "train_time_render": 0.31360310316085815, "epoch": 135, "has_visualization": false} {"cpu_memory": 32.59462356567383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.519683837890625, "grad_norm": 0.13161548972129822, "grad_norm_std": 0.013197517953813076, "learning_rate": 0.0003000000142492354, "n_datas": 15667200.0, "n_iterations": 30600.0, "time": 1654840320.0, "time_backward": 0.0, "time_data": 0.006215204484760761, "time_forward": 0.0, "train_grad_norm": 0.13161548972129822, "train_loss_TCO-iter=1": 0.030657615512609482, "train_loss_TCO-iter=1-init=random": 0.030657615512609482, "train_loss_total": 0.24318799376487732, "train_loss_views_confidence": 0.24318799376487732, "train_time_backward": 0.0, "train_time_data": 0.006215204484760761, "train_time_forward": 0.0, "train_time_iter": 0.6556454300880432, "train_time_render": 0.312979131937027, "epoch": 136, "has_visualization": false} {"cpu_memory": 32.60140609741211, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52081298828125, "grad_norm": 0.13409574329853058, "grad_norm_std": 0.014369826763868332, "learning_rate": 0.0003000000142492354, "n_datas": 15782400.0, "n_iterations": 30825.0, "time": 1654840448.0, "time_backward": 0.0, "time_data": 0.006251135841012001, "time_forward": 0.0, "train_grad_norm": 0.13409574329853058, "train_loss_TCO-iter=1": 0.030674409121274948, "train_loss_TCO-iter=1-init=random": 0.030674409121274948, "train_loss_total": 0.24320773780345917, "train_loss_views_confidence": 0.24320773780345917, "train_time_backward": 0.0, "train_time_data": 0.006251135841012001, "train_time_forward": 0.0, "train_time_iter": 0.6483018398284912, "train_time_render": 0.3123297095298767, "epoch": 137, "has_visualization": false} {"cpu_memory": 32.60802459716797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.521148681640625, "grad_norm": 0.13299694657325745, "grad_norm_std": 0.013317353092133999, "learning_rate": 0.0003000000142492354, "n_datas": 15897600.0, "n_iterations": 31050.0, "time": 1654840704.0, "time_backward": 0.0, "time_data": 0.0061840517446398735, "time_forward": 0.0, "train_grad_norm": 0.13299694657325745, "train_loss_TCO-iter=1": 0.030670523643493652, "train_loss_TCO-iter=1-init=random": 0.030670523643493652, "train_loss_total": 0.24325242638587952, "train_loss_views_confidence": 0.24325242638587952, "train_time_backward": 0.0, "train_time_data": 0.0061840517446398735, "train_time_forward": 0.0, "train_time_iter": 0.6608009338378906, "train_time_render": 0.31242284178733826, "epoch": 138, "has_visualization": false} {"cpu_memory": 32.612945556640625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52154541015625, "grad_norm": 0.13248330354690552, "grad_norm_std": 0.012560629285871983, "learning_rate": 0.0003000000142492354, "n_datas": 16012800.0, "n_iterations": 31275.0, "time": 1654840704.0, "time_backward": 0.0, "time_data": 0.006119573023170233, "time_forward": 0.0, "train_grad_norm": 0.13248330354690552, "train_loss_TCO-iter=1": 0.030633162707090378, "train_loss_TCO-iter=1-init=random": 0.030633162707090378, "train_loss_total": 0.24388301372528076, "train_loss_views_confidence": 0.24388301372528076, "train_time_backward": 0.0, "train_time_data": 0.006119573023170233, "train_time_forward": 0.0, "train_time_iter": 0.6690323352813721, "train_time_render": 0.31253567337989807, "epoch": 139, "has_visualization": false} {"cpu_memory": 32.61884307861328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.522003173828125, "grad_norm": 0.1322638988494873, "grad_norm_std": 0.014375831000506878, "learning_rate": 0.0003000000142492354, "n_datas": 16128000.0, "n_iterations": 31500.0, "time": 1654840832.0, "time_backward": 0.0, "time_data": 0.0063483817502856255, "time_forward": 0.0, "train_grad_norm": 0.1322638988494873, "train_loss_TCO-iter=1": 0.030660826712846756, "train_loss_TCO-iter=1-init=random": 0.030660826712846756, "train_loss_total": 0.24466660618782043, "train_loss_views_confidence": 0.24466660618782043, "train_time_backward": 0.0, "train_time_data": 0.0063483817502856255, "train_time_forward": 0.0, "train_time_iter": 0.6591612100601196, "train_time_render": 0.31254294514656067, "epoch": 140, "has_visualization": false} {"cpu_memory": 32.62440872192383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.522674560546875, "grad_norm": 0.1307801902294159, "grad_norm_std": 0.012029677629470825, "learning_rate": 0.0003000000142492354, "n_datas": 16243200.0, "n_iterations": 31725.0, "time": 1654841088.0, "time_backward": 0.0, "time_data": 0.00617316085845232, "time_forward": 0.0, "train_grad_norm": 0.1307801902294159, "train_loss_TCO-iter=1": 0.030611427500844002, "train_loss_TCO-iter=1-init=random": 0.030611427500844002, "train_loss_total": 0.24158361554145813, "train_loss_views_confidence": 0.24158361554145813, "train_time_backward": 0.0, "train_time_data": 0.00617316085845232, "train_time_forward": 0.0, "train_time_iter": 0.6583203673362732, "train_time_render": 0.31391429901123047, "epoch": 141, "has_visualization": false} {"cpu_memory": 32.63090515136719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52301025390625, "grad_norm": 0.13343380391597748, "grad_norm_std": 0.01199627947062254, "learning_rate": 0.0003000000142492354, "n_datas": 16358400.0, "n_iterations": 31950.0, "time": 1654841216.0, "time_backward": 0.0, "time_data": 0.00631233025342226, "time_forward": 0.0, "train_grad_norm": 0.13343380391597748, "train_loss_TCO-iter=1": 0.03071271814405918, "train_loss_TCO-iter=1-init=random": 0.03071271814405918, "train_loss_total": 0.24264083802700043, "train_loss_views_confidence": 0.24264083802700043, "train_time_backward": 0.0, "train_time_data": 0.00631233025342226, "train_time_forward": 0.0, "train_time_iter": 0.6573754549026489, "train_time_render": 0.31298309564590454, "epoch": 142, "has_visualization": false} {"cpu_memory": 32.638118743896484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.523223876953125, "grad_norm": 0.13369226455688477, "grad_norm_std": 0.014264591038227081, "learning_rate": 0.0003000000142492354, "n_datas": 16473600.0, "n_iterations": 32175.0, "time": 1654841344.0, "time_backward": 0.0, "time_data": 0.006208707578480244, "time_forward": 0.0, "train_grad_norm": 0.13369226455688477, "train_loss_TCO-iter=1": 0.03075459972023964, "train_loss_TCO-iter=1-init=random": 0.03075459972023964, "train_loss_total": 0.24134382605552673, "train_loss_views_confidence": 0.24134382605552673, "train_time_backward": 0.0, "train_time_data": 0.006208707578480244, "train_time_forward": 0.0, "train_time_iter": 0.6611054539680481, "train_time_render": 0.31262850761413574, "epoch": 143, "has_visualization": false} {"cpu_memory": 32.642635345458984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.523529052734375, "grad_norm": 0.132123202085495, "grad_norm_std": 0.014317186549305916, "learning_rate": 0.0003000000142492354, "n_datas": 16588800.0, "n_iterations": 32400.0, "time": 1654841472.0, "time_backward": 0.0, "time_data": 0.006125990301370621, "time_forward": 0.0, "train_grad_norm": 0.132123202085495, "train_loss_TCO-iter=1": 0.030614212155342102, "train_loss_TCO-iter=1-init=random": 0.030614212155342102, "train_loss_total": 0.24238689243793488, "train_loss_views_confidence": 0.24238689243793488, "train_time_backward": 0.0, "train_time_data": 0.006125990301370621, "train_time_forward": 0.0, "train_time_iter": 0.6601102352142334, "train_time_render": 0.31237924098968506, "epoch": 144, "has_visualization": false} {"cpu_memory": 32.650203704833984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.523834228515625, "grad_norm": 0.1331566870212555, "grad_norm_std": 0.013887024484574795, "learning_rate": 0.0003000000142492354, "n_datas": 16704000.0, "n_iterations": 32625.0, "time": 1654841600.0, "time_backward": 0.0, "time_data": 0.0060923160053789616, "time_forward": 0.0, "train_grad_norm": 0.1331566870212555, "train_loss_TCO-iter=1": 0.030704058706760406, "train_loss_TCO-iter=1-init=random": 0.030704058706760406, "train_loss_total": 0.24228206276893616, "train_loss_views_confidence": 0.24228206276893616, "train_time_backward": 0.0, "train_time_data": 0.0060923160053789616, "train_time_forward": 0.0, "train_time_iter": 0.6563103199005127, "train_time_render": 0.312091588973999, "epoch": 145, "has_visualization": false} {"cpu_memory": 32.654052734375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.523895263671875, "grad_norm": 0.13094386458396912, "grad_norm_std": 0.011282206512987614, "learning_rate": 0.0003000000142492354, "n_datas": 16819200.0, "n_iterations": 32850.0, "time": 1654841600.0, "time_backward": 0.0, "time_data": 0.006045652087777853, "time_forward": 0.0, "train_grad_norm": 0.13094386458396912, "train_loss_TCO-iter=1": 0.030612414702773094, "train_loss_TCO-iter=1-init=random": 0.030612414702773094, "train_loss_total": 0.242294043302536, "train_loss_views_confidence": 0.242294043302536, "train_time_backward": 0.0, "train_time_data": 0.006045652087777853, "train_time_forward": 0.0, "train_time_iter": 0.6718063950538635, "train_time_render": 0.312959760427475, "epoch": 146, "has_visualization": false} {"cpu_memory": 32.6605224609375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.524749755859375, "grad_norm": 0.13036614656448364, "grad_norm_std": 0.012968940660357475, "learning_rate": 0.0003000000142492354, "n_datas": 16934400.0, "n_iterations": 33075.0, "time": 1654841856.0, "time_backward": 0.0, "time_data": 0.0060968706384301186, "time_forward": 0.0, "train_grad_norm": 0.13036614656448364, "train_loss_TCO-iter=1": 0.03063381090760231, "train_loss_TCO-iter=1-init=random": 0.03063381090760231, "train_loss_total": 0.24123290181159973, "train_loss_views_confidence": 0.24123290181159973, "train_time_backward": 0.0, "train_time_data": 0.0060968706384301186, "train_time_forward": 0.0, "train_time_iter": 0.6588139533996582, "train_time_render": 0.31251680850982666, "epoch": 147, "has_visualization": false} {"cpu_memory": 32.66464614868164, "cuda_memory": 5.363624572753906, "gpu_memory": 23.525115966796875, "grad_norm": 0.12965206801891327, "grad_norm_std": 0.012902666814625263, "learning_rate": 0.0003000000142492354, "n_datas": 17049600.0, "n_iterations": 33300.0, "time": 1654841984.0, "time_backward": 0.0, "time_data": 0.006163459271192551, "time_forward": 0.0, "train_grad_norm": 0.12965206801891327, "train_loss_TCO-iter=1": 0.030640235170722008, "train_loss_TCO-iter=1-init=random": 0.030640235170722008, "train_loss_total": 0.2410774528980255, "train_loss_views_confidence": 0.2410774528980255, "train_time_backward": 0.0, "train_time_data": 0.006163459271192551, "train_time_forward": 0.0, "train_time_iter": 0.6523683667182922, "train_time_render": 0.31251391768455505, "epoch": 148, "has_visualization": false} {"cpu_memory": 32.670475006103516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.525238037109375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 17164800.0, "n_iterations": 33525.0, "time": 1654842240.0, "time_backward": 0.0, "time_data": 0.006206524092704058, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030604667961597443, "train_loss_TCO-iter=1-init=random": 0.030604667961597443, "train_loss_total": 0.2398163378238678, "train_loss_views_confidence": 0.2398163378238678, "train_time_backward": 0.0, "train_time_data": 0.006206524092704058, "train_time_forward": 0.0, "train_time_iter": 0.6552221775054932, "train_time_render": 0.3128476142883301, "epoch": 149, "has_visualization": false} {"cpu_memory": 32.67755126953125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.525634765625, "grad_norm": 0.12995970249176025, "grad_norm_std": 0.011894081719219685, "learning_rate": 0.0003000000142492354, "n_datas": 17280000.0, "n_iterations": 33750.0, "time": 1654842368.0, "time_backward": 0.0, "time_data": 0.006110822781920433, "time_forward": 0.0, "train_grad_norm": 0.12995970249176025, "train_loss_TCO-iter=1": 0.030576270073652267, "train_loss_TCO-iter=1-init=random": 0.030576270073652267, "train_loss_total": 0.24051973223686218, "train_loss_views_confidence": 0.24051973223686218, "train_time_backward": 0.0, "train_time_data": 0.006110822781920433, "train_time_forward": 0.0, "train_time_iter": 0.6556659936904907, "train_time_render": 0.311454713344574, "epoch": 150, "has_visualization": false} {"cpu_memory": 32.682308197021484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.525848388671875, "grad_norm": 0.13152602314949036, "grad_norm_std": 0.012022732757031918, "learning_rate": 0.0003000000142492354, "n_datas": 17395200.0, "n_iterations": 33975.0, "time": 1654842496.0, "time_backward": 0.0, "time_data": 0.006165457423776388, "time_forward": 0.0, "train_grad_norm": 0.13152602314949036, "train_loss_TCO-iter=1": 0.030534524470567703, "train_loss_TCO-iter=1-init=random": 0.030534524470567703, "train_loss_total": 0.23865316808223724, "train_loss_views_confidence": 0.23865316808223724, "train_time_backward": 0.0, "train_time_data": 0.006165457423776388, "train_time_forward": 0.0, "train_time_iter": 0.6406036615371704, "train_time_render": 0.3123449683189392, "epoch": 151, "has_visualization": false} {"cpu_memory": 32.68868637084961, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52679443359375, "grad_norm": 0.13269202411174774, "grad_norm_std": 0.013184009119868279, "learning_rate": 0.0003000000142492354, "n_datas": 17510400.0, "n_iterations": 34200.0, "time": 1654842752.0, "time_backward": 0.0, "time_data": 0.006145081948488951, "time_forward": 0.0, "train_grad_norm": 0.13269202411174774, "train_loss_TCO-iter=1": 0.03061825968325138, "train_loss_TCO-iter=1-init=random": 0.03061825968325138, "train_loss_total": 0.2397027462720871, "train_loss_views_confidence": 0.2397027462720871, "train_time_backward": 0.0, "train_time_data": 0.006145081948488951, "train_time_forward": 0.0, "train_time_iter": 0.6518733501434326, "train_time_render": 0.31175777316093445, "epoch": 152, "has_visualization": false} {"cpu_memory": 32.69447708129883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52734375, "grad_norm": 0.1307353377342224, "grad_norm_std": 0.01186556089669466, "learning_rate": 0.0003000000142492354, "n_datas": 17625600.0, "n_iterations": 34425.0, "time": 1654842752.0, "time_backward": 0.0, "time_data": 0.006122924853116274, "time_forward": 0.0, "train_grad_norm": 0.1307353377342224, "train_loss_TCO-iter=1": 0.03056524321436882, "train_loss_TCO-iter=1-init=random": 0.03056524321436882, "train_loss_total": 0.23871466517448425, "train_loss_views_confidence": 0.23871466517448425, "train_time_backward": 0.0, "train_time_data": 0.006122924853116274, "train_time_forward": 0.0, "train_time_iter": 0.6676244139671326, "train_time_render": 0.31294652819633484, "epoch": 153, "has_visualization": false} {"cpu_memory": 32.70036697387695, "cuda_memory": 5.363624572753906, "gpu_memory": 23.527862548828125, "grad_norm": 0.1294916570186615, "grad_norm_std": 0.011531936004757881, "learning_rate": 0.0003000000142492354, "n_datas": 17740800.0, "n_iterations": 34650.0, "time": 1654843136.0, "time_backward": 0.0, "time_data": 0.006082656793296337, "time_forward": 0.0, "train_grad_norm": 0.1294916570186615, "train_loss_TCO-iter=1": 0.030556295067071915, "train_loss_TCO-iter=1-init=random": 0.030556295067071915, "train_loss_total": 0.2397158294916153, "train_loss_views_confidence": 0.2397158294916153, "train_time_backward": 0.0, "train_time_data": 0.006082656793296337, "train_time_forward": 0.0, "train_time_iter": 0.6587706208229065, "train_time_render": 0.31220149993896484, "epoch": 154, "has_visualization": false} {"cpu_memory": 32.70570373535156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.528411865234375, "grad_norm": 0.13133956491947174, "grad_norm_std": 0.012763379141688347, "learning_rate": 0.0003000000142492354, "n_datas": 17856000.0, "n_iterations": 34875.0, "time": 1654843136.0, "time_backward": 0.0, "time_data": 0.006140316370874643, "time_forward": 0.0, "train_grad_norm": 0.13133956491947174, "train_loss_TCO-iter=1": 0.030543174594640732, "train_loss_TCO-iter=1-init=random": 0.030543174594640732, "train_loss_total": 0.23874682188034058, "train_loss_views_confidence": 0.23874682188034058, "train_time_backward": 0.0, "train_time_data": 0.006140316370874643, "train_time_forward": 0.0, "train_time_iter": 0.6646593809127808, "train_time_render": 0.3134468197822571, "epoch": 155, "has_visualization": false} {"cpu_memory": 32.71208572387695, "cuda_memory": 5.363624572753906, "gpu_memory": 23.529083251953125, "grad_norm": 0.13120369613170624, "grad_norm_std": 0.0109666483476758, "learning_rate": 0.0003000000142492354, "n_datas": 17971200.0, "n_iterations": 35100.0, "time": 1654843264.0, "time_backward": 0.0, "time_data": 0.006136288866400719, "time_forward": 0.0, "train_grad_norm": 0.13120369613170624, "train_loss_TCO-iter=1": 0.030454084277153015, "train_loss_TCO-iter=1-init=random": 0.030454084277153015, "train_loss_total": 0.23829874396324158, "train_loss_views_confidence": 0.23829874396324158, "train_time_backward": 0.0, "train_time_data": 0.006136288866400719, "train_time_forward": 0.0, "train_time_iter": 0.661785900592804, "train_time_render": 0.31233346462249756, "epoch": 156, "has_visualization": false} {"cpu_memory": 32.71781921386719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53033447265625, "grad_norm": 0.133029505610466, "grad_norm_std": 0.01501628290861845, "learning_rate": 0.0003000000142492354, "n_datas": 18086400.0, "n_iterations": 35325.0, "time": 1654843392.0, "time_backward": 0.0, "time_data": 0.006307350005954504, "time_forward": 0.0, "train_grad_norm": 0.133029505610466, "train_loss_TCO-iter=1": 0.030454248189926147, "train_loss_TCO-iter=1-init=random": 0.030454248189926147, "train_loss_total": 0.23880194127559662, "train_loss_views_confidence": 0.23880194127559662, "train_time_backward": 0.0, "train_time_data": 0.006307350005954504, "train_time_forward": 0.0, "train_time_iter": 0.6585631370544434, "train_time_render": 0.3127513825893402, "epoch": 157, "has_visualization": false} {"cpu_memory": 32.72494888305664, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53070068359375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 18201600.0, "n_iterations": 35550.0, "time": 1654843520.0, "time_backward": 0.0, "time_data": 0.006238127127289772, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030657699331641197, "train_loss_TCO-iter=1-init=random": 0.030657699331641197, "train_loss_total": 0.2384459227323532, "train_loss_views_confidence": 0.2384459227323532, "train_time_backward": 0.0, "train_time_data": 0.006238127127289772, "train_time_forward": 0.0, "train_time_iter": 0.6654180288314819, "train_time_render": 0.3123985826969147, "epoch": 158, "has_visualization": false} {"cpu_memory": 32.73063659667969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.530914306640625, "grad_norm": 0.1319049894809723, "grad_norm_std": 0.012230981141328812, "learning_rate": 0.0003000000142492354, "n_datas": 18316800.0, "n_iterations": 35775.0, "time": 1654843648.0, "time_backward": 0.0, "time_data": 0.006048701703548431, "time_forward": 0.0, "train_grad_norm": 0.1319049894809723, "train_loss_TCO-iter=1": 0.030583158135414124, "train_loss_TCO-iter=1-init=random": 0.030583158135414124, "train_loss_total": 0.23755231499671936, "train_loss_views_confidence": 0.23755231499671936, "train_time_backward": 0.0, "train_time_data": 0.006048701703548431, "train_time_forward": 0.0, "train_time_iter": 0.6692979335784912, "train_time_render": 0.31341850757598877, "epoch": 159, "has_visualization": false} {"cpu_memory": 32.73621368408203, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5313720703125, "grad_norm": 0.1286366879940033, "grad_norm_std": 0.012414158321917057, "learning_rate": 0.0003000000142492354, "n_datas": 18432000.0, "n_iterations": 36000.0, "time": 1654843904.0, "time_backward": 0.0, "time_data": 0.006227373145520687, "time_forward": 0.0, "train_grad_norm": 0.1286366879940033, "train_loss_TCO-iter=1": 0.03064659610390663, "train_loss_TCO-iter=1-init=random": 0.03064659610390663, "train_loss_total": 0.23852628469467163, "train_loss_views_confidence": 0.23852628469467163, "train_time_backward": 0.0, "train_time_data": 0.006227373145520687, "train_time_forward": 0.0, "train_time_iter": 0.6715611815452576, "train_time_render": 0.3132149279117584, "epoch": 160, "has_visualization": false} {"cpu_memory": 32.74200439453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53167724609375, "grad_norm": 0.13083958625793457, "grad_norm_std": 0.011959169059991837, "learning_rate": 0.0003000000142492354, "n_datas": 18547200.0, "n_iterations": 36225.0, "time": 1654844032.0, "time_backward": 0.0, "time_data": 0.006164866499602795, "time_forward": 0.0, "train_grad_norm": 0.13083958625793457, "train_loss_TCO-iter=1": 0.03060680255293846, "train_loss_TCO-iter=1-init=random": 0.03060680255293846, "train_loss_total": 0.23764628171920776, "train_loss_views_confidence": 0.23764628171920776, "train_time_backward": 0.0, "train_time_data": 0.006164866499602795, "train_time_forward": 0.0, "train_time_iter": 0.6557163000106812, "train_time_render": 0.31245100498199463, "epoch": 161, "has_visualization": false} {"cpu_memory": 32.7469367980957, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53167724609375, "grad_norm": 0.12958143651485443, "grad_norm_std": 0.010795723646879196, "learning_rate": 0.0003000000142492354, "n_datas": 18662400.0, "n_iterations": 36450.0, "time": 1654844032.0, "time_backward": 0.0, "time_data": 0.006109857000410557, "time_forward": 0.0, "train_grad_norm": 0.12958143651485443, "train_loss_TCO-iter=1": 0.030524645000696182, "train_loss_TCO-iter=1-init=random": 0.030524645000696182, "train_loss_total": 0.2379114031791687, "train_loss_views_confidence": 0.2379114031791687, "train_time_backward": 0.0, "train_time_data": 0.006109857000410557, "train_time_forward": 0.0, "train_time_iter": 0.6568901538848877, "train_time_render": 0.3120933771133423, "epoch": 162, "has_visualization": false} {"cpu_memory": 32.75178527832031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.532257080078125, "grad_norm": 0.12949219346046448, "grad_norm_std": 0.012329814955592155, "learning_rate": 0.0003000000142492354, "n_datas": 18777600.0, "n_iterations": 36675.0, "time": 1654844288.0, "time_backward": 0.0, "time_data": 0.011838494800031185, "time_forward": 0.0, "train_grad_norm": 0.12949219346046448, "train_loss_TCO-iter=1": 0.030421284958720207, "train_loss_TCO-iter=1-init=random": 0.030421284958720207, "train_loss_total": 0.2366226613521576, "train_loss_views_confidence": 0.2366226613521576, "train_time_backward": 0.0, "train_time_data": 0.011838494800031185, "train_time_forward": 0.0, "train_time_iter": 0.6580735445022583, "train_time_render": 0.3112470507621765, "epoch": 163, "has_visualization": false} {"cpu_memory": 32.757301330566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.532379150390625, "grad_norm": 0.12931281328201294, "grad_norm_std": 0.012413736432790756, "learning_rate": 0.0003000000142492354, "n_datas": 18892800.0, "n_iterations": 36900.0, "time": 1654844416.0, "time_backward": 0.0, "time_data": 0.006205892655998468, "time_forward": 0.0, "train_grad_norm": 0.12931281328201294, "train_loss_TCO-iter=1": 0.030583009123802185, "train_loss_TCO-iter=1-init=random": 0.030583009123802185, "train_loss_total": 0.23769983649253845, "train_loss_views_confidence": 0.23769983649253845, "train_time_backward": 0.0, "train_time_data": 0.006205892655998468, "train_time_forward": 0.0, "train_time_iter": 0.6567113399505615, "train_time_render": 0.3125699758529663, "epoch": 164, "has_visualization": false} {"cpu_memory": 32.76091384887695, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53314208984375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 19008000.0, "n_iterations": 37125.0, "time": 1654844800.0, "time_backward": 0.0, "time_data": 0.006256734021008015, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030493222177028656, "train_loss_TCO-iter=1-init=random": 0.030493222177028656, "train_loss_total": 0.23644056916236877, "train_loss_views_confidence": 0.23644056916236877, "train_time_backward": 0.0, "train_time_data": 0.006256734021008015, "train_time_forward": 0.0, "train_time_iter": 0.6573034524917603, "train_time_render": 0.31308799982070923, "epoch": 165, "has_visualization": false} {"cpu_memory": 32.76600646972656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.533203125, "grad_norm": 0.13236308097839355, "grad_norm_std": 0.011761412024497986, "learning_rate": 0.0003000000142492354, "n_datas": 19123200.0, "n_iterations": 37350.0, "time": 1654844800.0, "time_backward": 0.0, "time_data": 0.006172722205519676, "time_forward": 0.0, "train_grad_norm": 0.13236308097839355, "train_loss_TCO-iter=1": 0.030548488721251488, "train_loss_TCO-iter=1-init=random": 0.030548488721251488, "train_loss_total": 0.23656928539276123, "train_loss_views_confidence": 0.23656928539276123, "train_time_backward": 0.0, "train_time_data": 0.006172722205519676, "train_time_forward": 0.0, "train_time_iter": 0.6473376750946045, "train_time_render": 0.312452107667923, "epoch": 166, "has_visualization": false} {"cpu_memory": 32.77033233642578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5338134765625, "grad_norm": 0.13066112995147705, "grad_norm_std": 0.012715965509414673, "learning_rate": 0.0003000000142492354, "n_datas": 19238400.0, "n_iterations": 37575.0, "time": 1654844928.0, "time_backward": 0.0, "time_data": 0.006208170671015978, "time_forward": 0.0, "train_grad_norm": 0.13066112995147705, "train_loss_TCO-iter=1": 0.030506376177072525, "train_loss_TCO-iter=1-init=random": 0.030506376177072525, "train_loss_total": 0.23572108149528503, "train_loss_views_confidence": 0.23572108149528503, "train_time_backward": 0.0, "train_time_data": 0.006208170671015978, "train_time_forward": 0.0, "train_time_iter": 0.6639977097511292, "train_time_render": 0.31319573521614075, "epoch": 167, "has_visualization": false} {"cpu_memory": 32.77552795410156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.534027099609375, "grad_norm": 0.13138514757156372, "grad_norm_std": 0.013791020028293133, "learning_rate": 0.0003000000142492354, "n_datas": 19353600.0, "n_iterations": 37800.0, "time": 1654845184.0, "time_backward": 0.0, "time_data": 0.006145780440419912, "time_forward": 0.0, "train_grad_norm": 0.13138514757156372, "train_loss_TCO-iter=1": 0.0304783396422863, "train_loss_TCO-iter=1-init=random": 0.0304783396422863, "train_loss_total": 0.23606500029563904, "train_loss_views_confidence": 0.23606500029563904, "train_time_backward": 0.0, "train_time_data": 0.006145780440419912, "train_time_forward": 0.0, "train_time_iter": 0.6718867421150208, "train_time_render": 0.3133796155452728, "epoch": 168, "has_visualization": false} {"cpu_memory": 32.782108306884766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53466796875, "grad_norm": 0.12840627133846283, "grad_norm_std": 0.013282896019518375, "learning_rate": 0.0003000000142492354, "n_datas": 19468800.0, "n_iterations": 38025.0, "time": 1654845184.0, "time_backward": 0.0, "time_data": 0.006178898736834526, "time_forward": 0.0, "train_grad_norm": 0.12840627133846283, "train_loss_TCO-iter=1": 0.030534591525793076, "train_loss_TCO-iter=1-init=random": 0.030534591525793076, "train_loss_total": 0.23607087135314941, "train_loss_views_confidence": 0.23607087135314941, "train_time_backward": 0.0, "train_time_data": 0.006178898736834526, "train_time_forward": 0.0, "train_time_iter": 0.6573439836502075, "train_time_render": 0.31301987171173096, "epoch": 169, "has_visualization": false} {"cpu_memory": 32.787353515625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53466796875, "grad_norm": 0.12972429394721985, "grad_norm_std": 0.011463610455393791, "learning_rate": 0.0003000000142492354, "n_datas": 19584000.0, "n_iterations": 38250.0, "time": 1654845312.0, "time_backward": 0.0, "time_data": 0.006138288415968418, "time_forward": 0.0, "train_grad_norm": 0.12972429394721985, "train_loss_TCO-iter=1": 0.03052503615617752, "train_loss_TCO-iter=1-init=random": 0.03052503615617752, "train_loss_total": 0.23516321182250977, "train_loss_views_confidence": 0.23516321182250977, "train_time_backward": 0.0, "train_time_data": 0.006138288415968418, "train_time_forward": 0.0, "train_time_iter": 0.6584622263908386, "train_time_render": 0.31280624866485596, "epoch": 170, "has_visualization": false} {"cpu_memory": 32.79331970214844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5355224609375, "grad_norm": 0.1314830631017685, "grad_norm_std": 0.01213870570063591, "learning_rate": 0.0003000000142492354, "n_datas": 19699200.0, "n_iterations": 38475.0, "time": 1654845568.0, "time_backward": 0.0, "time_data": 0.006115118972957134, "time_forward": 0.0, "train_grad_norm": 0.1314830631017685, "train_loss_TCO-iter=1": 0.030448153614997864, "train_loss_TCO-iter=1-init=random": 0.030448153614997864, "train_loss_total": 0.23439323902130127, "train_loss_views_confidence": 0.23439323902130127, "train_time_backward": 0.0, "train_time_data": 0.006115118972957134, "train_time_forward": 0.0, "train_time_iter": 0.672294020652771, "train_time_render": 0.3130703866481781, "epoch": 171, "has_visualization": false} {"cpu_memory": 32.79728317260742, "cuda_memory": 5.363624572753906, "gpu_memory": 23.536102294921875, "grad_norm": 0.13202795386314392, "grad_norm_std": 0.012080044485628605, "learning_rate": 0.0003000000142492354, "n_datas": 19814400.0, "n_iterations": 38700.0, "time": 1654845696.0, "time_backward": 0.0, "time_data": 0.006271645426750183, "time_forward": 0.0, "train_grad_norm": 0.13202795386314392, "train_loss_TCO-iter=1": 0.030475713312625885, "train_loss_TCO-iter=1-init=random": 0.030475713312625885, "train_loss_total": 0.23436282575130463, "train_loss_views_confidence": 0.23436282575130463, "train_time_backward": 0.0, "train_time_data": 0.006271645426750183, "train_time_forward": 0.0, "train_time_iter": 0.6571609973907471, "train_time_render": 0.31297922134399414, "epoch": 172, "has_visualization": false} {"cpu_memory": 32.80104446411133, "cuda_memory": 5.363624572753906, "gpu_memory": 23.536285400390625, "grad_norm": 0.1306639164686203, "grad_norm_std": 0.01078819390386343, "learning_rate": 0.0003000000142492354, "n_datas": 19929600.0, "n_iterations": 38925.0, "time": 1654845696.0, "time_backward": 0.0, "time_data": 0.006112302653491497, "time_forward": 0.0, "train_grad_norm": 0.1306639164686203, "train_loss_TCO-iter=1": 0.030459754168987274, "train_loss_TCO-iter=1-init=random": 0.030459754168987274, "train_loss_total": 0.23507855832576752, "train_loss_views_confidence": 0.23507855832576752, "train_time_backward": 0.0, "train_time_data": 0.006112302653491497, "train_time_forward": 0.0, "train_time_iter": 0.6681230664253235, "train_time_render": 0.31386110186576843, "epoch": 173, "has_visualization": false} {"cpu_memory": 32.80561065673828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.536285400390625, "grad_norm": 0.1298643797636032, "grad_norm_std": 0.010930596850812435, "learning_rate": 0.0003000000142492354, "n_datas": 20044800.0, "n_iterations": 39150.0, "time": 1654845952.0, "time_backward": 0.0, "time_data": 0.00632977532222867, "time_forward": 0.0, "train_grad_norm": 0.1298643797636032, "train_loss_TCO-iter=1": 0.03056821972131729, "train_loss_TCO-iter=1-init=random": 0.03056821972131729, "train_loss_total": 0.23412571847438812, "train_loss_views_confidence": 0.23412571847438812, "train_time_backward": 0.0, "train_time_data": 0.00632977532222867, "train_time_forward": 0.0, "train_time_iter": 0.6566497683525085, "train_time_render": 0.31329867243766785, "epoch": 174, "has_visualization": false} {"cpu_memory": 32.8115234375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53668212890625, "grad_norm": 0.1307017207145691, "grad_norm_std": 0.013841299340128899, "learning_rate": 0.0003000000142492354, "n_datas": 20160000.0, "n_iterations": 39375.0, "time": 1654846080.0, "time_backward": 0.0, "time_data": 0.0062157209031283855, "time_forward": 0.0, "train_grad_norm": 0.1307017207145691, "train_loss_TCO-iter=1": 0.030430829152464867, "train_loss_TCO-iter=1-init=random": 0.030430829152464867, "train_loss_total": 0.23411458730697632, "train_loss_views_confidence": 0.23411458730697632, "train_time_backward": 0.0, "train_time_data": 0.0062157209031283855, "train_time_forward": 0.0, "train_time_iter": 0.6663761138916016, "train_time_render": 0.31293588876724243, "epoch": 175, "has_visualization": false} {"cpu_memory": 32.81526565551758, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53668212890625, "grad_norm": 0.13156934082508087, "grad_norm_std": 0.013918808661401272, "learning_rate": 0.0003000000142492354, "n_datas": 20275200.0, "n_iterations": 39600.0, "time": 1654846080.0, "time_backward": 0.0, "time_data": 0.006183961872011423, "time_forward": 0.0, "train_grad_norm": 0.13156934082508087, "train_loss_TCO-iter=1": 0.03047354146838188, "train_loss_TCO-iter=1-init=random": 0.03047354146838188, "train_loss_total": 0.2333395779132843, "train_loss_views_confidence": 0.2333395779132843, "train_time_backward": 0.0, "train_time_data": 0.006183961872011423, "train_time_forward": 0.0, "train_time_iter": 0.6534536480903625, "train_time_render": 0.3122447729110718, "epoch": 176, "has_visualization": false} {"cpu_memory": 32.825347900390625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5367431640625, "grad_norm": 0.12843629717826843, "grad_norm_std": 0.01055842824280262, "learning_rate": 0.0003000000142492354, "n_datas": 20390400.0, "n_iterations": 39825.0, "time": 1654846464.0, "time_backward": 0.0, "time_data": 0.0062456573359668255, "time_forward": 0.0, "train_grad_norm": 0.12843629717826843, "train_loss_TCO-iter=1": 0.03035804070532322, "train_loss_TCO-iter=1-init=random": 0.03035804070532322, "train_loss_total": 0.2344244420528412, "train_loss_views_confidence": 0.2344244420528412, "train_time_backward": 0.0, "train_time_data": 0.0062456573359668255, "train_time_forward": 0.0, "train_time_iter": 0.6605827212333679, "train_time_render": 0.3132036328315735, "epoch": 177, "has_visualization": false} {"cpu_memory": 32.8303108215332, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537200927734375, "grad_norm": 0.1305786669254303, "grad_norm_std": 0.011540238745510578, "learning_rate": 0.0003000000142492354, "n_datas": 20505600.0, "n_iterations": 40050.0, "time": 1654846592.0, "time_backward": 0.0, "time_data": 0.006291924510151148, "time_forward": 0.0, "train_grad_norm": 0.1305786669254303, "train_loss_TCO-iter=1": 0.030417952686548233, "train_loss_TCO-iter=1-init=random": 0.030417952686548233, "train_loss_total": 0.23368129134178162, "train_loss_views_confidence": 0.23368129134178162, "train_time_backward": 0.0, "train_time_data": 0.006291924510151148, "train_time_forward": 0.0, "train_time_iter": 0.6531885862350464, "train_time_render": 0.3131769299507141, "epoch": 178, "has_visualization": false} {"cpu_memory": 32.83321762084961, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537689208984375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 20620800.0, "n_iterations": 40275.0, "time": 1654846848.0, "time_backward": 0.0, "time_data": 0.0061205727979540825, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030445009469985962, "train_loss_TCO-iter=1-init=random": 0.030445009469985962, "train_loss_total": 0.2325758934020996, "train_loss_views_confidence": 0.2325758934020996, "train_time_backward": 0.0, "train_time_data": 0.0061205727979540825, "train_time_forward": 0.0, "train_time_iter": 0.642870306968689, "train_time_render": 0.31290385127067566, "epoch": 179, "has_visualization": false} {"cpu_memory": 32.84023666381836, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537994384765625, "grad_norm": 0.12917153537273407, "grad_norm_std": 0.013017721474170685, "learning_rate": 0.0003000000142492354, "n_datas": 20736000.0, "n_iterations": 40500.0, "time": 1654846848.0, "time_backward": 0.0, "time_data": 0.00622935825958848, "time_forward": 0.0, "train_grad_norm": 0.12917153537273407, "train_loss_TCO-iter=1": 0.030432282015681267, "train_loss_TCO-iter=1-init=random": 0.030432282015681267, "train_loss_total": 0.23423334956169128, "train_loss_views_confidence": 0.23423334956169128, "train_time_backward": 0.0, "train_time_data": 0.00622935825958848, "train_time_forward": 0.0, "train_time_iter": 0.657820463180542, "train_time_render": 0.31251516938209534, "epoch": 180, "has_visualization": false} {"cpu_memory": 32.8461799621582, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538177490234375, "grad_norm": 0.12920734286308289, "grad_norm_std": 0.012689377181231976, "learning_rate": 0.0003000000142492354, "n_datas": 20851200.0, "n_iterations": 40725.0, "time": 1654846976.0, "time_backward": 0.0, "time_data": 0.006284581497311592, "time_forward": 0.0, "train_grad_norm": 0.12920734286308289, "train_loss_TCO-iter=1": 0.03044550120830536, "train_loss_TCO-iter=1-init=random": 0.03044550120830536, "train_loss_total": 0.23376962542533875, "train_loss_views_confidence": 0.23376962542533875, "train_time_backward": 0.0, "train_time_data": 0.006284581497311592, "train_time_forward": 0.0, "train_time_iter": 0.6689788699150085, "train_time_render": 0.3126961290836334, "epoch": 181, "has_visualization": false} {"cpu_memory": 32.85251235961914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5386962890625, "grad_norm": 0.1287798136472702, "grad_norm_std": 0.012287646532058716, "learning_rate": 0.0003000000142492354, "n_datas": 20966400.0, "n_iterations": 40950.0, "time": 1654847232.0, "time_backward": 0.0, "time_data": 0.006132318172603846, "time_forward": 0.0, "train_grad_norm": 0.1287798136472702, "train_loss_TCO-iter=1": 0.03036027029156685, "train_loss_TCO-iter=1-init=random": 0.03036027029156685, "train_loss_total": 0.23339302837848663, "train_loss_views_confidence": 0.23339302837848663, "train_time_backward": 0.0, "train_time_data": 0.006132318172603846, "train_time_forward": 0.0, "train_time_iter": 0.6628198027610779, "train_time_render": 0.31324219703674316, "epoch": 182, "has_visualization": false} {"cpu_memory": 32.857479095458984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5386962890625, "grad_norm": 0.12599439918994904, "grad_norm_std": 0.010676435194909573, "learning_rate": 0.0003000000142492354, "n_datas": 21081600.0, "n_iterations": 41175.0, "time": 1654847360.0, "time_backward": 0.0, "time_data": 0.006207769736647606, "time_forward": 0.0, "train_grad_norm": 0.12599439918994904, "train_loss_TCO-iter=1": 0.03035753220319748, "train_loss_TCO-iter=1-init=random": 0.03035753220319748, "train_loss_total": 0.2329568862915039, "train_loss_views_confidence": 0.2329568862915039, "train_time_backward": 0.0, "train_time_data": 0.006207769736647606, "train_time_forward": 0.0, "train_time_iter": 0.6632095575332642, "train_time_render": 0.3134433925151825, "epoch": 183, "has_visualization": false} {"cpu_memory": 32.861732482910156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53875732421875, "grad_norm": 0.12568625807762146, "grad_norm_std": 0.010337970219552517, "learning_rate": 0.0003000000142492354, "n_datas": 21196800.0, "n_iterations": 41400.0, "time": 1654847488.0, "time_backward": 0.0, "time_data": 0.006168595049530268, "time_forward": 0.0, "train_grad_norm": 0.12568625807762146, "train_loss_TCO-iter=1": 0.03051045909523964, "train_loss_TCO-iter=1-init=random": 0.03051045909523964, "train_loss_total": 0.23134072124958038, "train_loss_views_confidence": 0.23134072124958038, "train_time_backward": 0.0, "train_time_data": 0.006168595049530268, "train_time_forward": 0.0, "train_time_iter": 0.6683763265609741, "train_time_render": 0.31414496898651123, "epoch": 184, "has_visualization": false} {"cpu_memory": 32.86629867553711, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53912353515625, "grad_norm": 0.12921884655952454, "grad_norm_std": 0.009685980156064034, "learning_rate": 0.0003000000142492354, "n_datas": 21312000.0, "n_iterations": 41625.0, "time": 1654847616.0, "time_backward": 0.0, "time_data": 0.006289597600698471, "time_forward": 0.0, "train_grad_norm": 0.12921884655952454, "train_loss_TCO-iter=1": 0.03037124127149582, "train_loss_TCO-iter=1-init=random": 0.03037124127149582, "train_loss_total": 0.23244601488113403, "train_loss_views_confidence": 0.23244601488113403, "train_time_backward": 0.0, "train_time_data": 0.006289597600698471, "train_time_forward": 0.0, "train_time_iter": 0.6717939972877502, "train_time_render": 0.313419371843338, "epoch": 185, "has_visualization": false} {"cpu_memory": 32.869510650634766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539306640625, "grad_norm": 0.12823724746704102, "grad_norm_std": 0.011398687958717346, "learning_rate": 0.0003000000142492354, "n_datas": 21427200.0, "n_iterations": 41850.0, "time": 1654847744.0, "time_backward": 0.0, "time_data": 0.0062183658592402935, "time_forward": 0.0, "train_grad_norm": 0.12823724746704102, "train_loss_TCO-iter=1": 0.030325353145599365, "train_loss_TCO-iter=1-init=random": 0.030325353145599365, "train_loss_total": 0.23168350756168365, "train_loss_views_confidence": 0.23168350756168365, "train_time_backward": 0.0, "train_time_data": 0.0062183658592402935, "train_time_forward": 0.0, "train_time_iter": 0.6623938679695129, "train_time_render": 0.31302621960639954, "epoch": 186, "has_visualization": false} {"cpu_memory": 32.87651824951172, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539306640625, "grad_norm": 0.12946948409080505, "grad_norm_std": 0.011929250322282314, "learning_rate": 0.0003000000142492354, "n_datas": 21542400.0, "n_iterations": 42075.0, "time": 1654847744.0, "time_backward": 0.0, "time_data": 0.006137279327958822, "time_forward": 0.0, "train_grad_norm": 0.12946948409080505, "train_loss_TCO-iter=1": 0.030517229810357094, "train_loss_TCO-iter=1-init=random": 0.030517229810357094, "train_loss_total": 0.2321774661540985, "train_loss_views_confidence": 0.2321774661540985, "train_time_backward": 0.0, "train_time_data": 0.006137279327958822, "train_time_forward": 0.0, "train_time_iter": 0.6523147821426392, "train_time_render": 0.314105361700058, "epoch": 187, "has_visualization": false} {"cpu_memory": 32.883033752441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53985595703125, "grad_norm": 0.1281813085079193, "grad_norm_std": 0.012047314085066319, "learning_rate": 0.0003000000142492354, "n_datas": 21657600.0, "n_iterations": 42300.0, "time": 1654848128.0, "time_backward": 0.0, "time_data": 0.006189579609781504, "time_forward": 0.0, "train_grad_norm": 0.1281813085079193, "train_loss_TCO-iter=1": 0.03029043972492218, "train_loss_TCO-iter=1-init=random": 0.03029043972492218, "train_loss_total": 0.23066112399101257, "train_loss_views_confidence": 0.23066112399101257, "train_time_backward": 0.0, "train_time_data": 0.006189579609781504, "train_time_forward": 0.0, "train_time_iter": 0.6622681021690369, "train_time_render": 0.31338992714881897, "epoch": 188, "has_visualization": false} {"cpu_memory": 32.88824462890625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5401611328125, "grad_norm": 0.12746357917785645, "grad_norm_std": 0.011141197755932808, "learning_rate": 0.0003000000142492354, "n_datas": 21772800.0, "n_iterations": 42525.0, "time": 1654848128.0, "time_backward": 0.0, "time_data": 0.006241049151867628, "time_forward": 0.0, "train_grad_norm": 0.12746357917785645, "train_loss_TCO-iter=1": 0.030361095443367958, "train_loss_TCO-iter=1-init=random": 0.030361095443367958, "train_loss_total": 0.23125788569450378, "train_loss_views_confidence": 0.23125788569450378, "train_time_backward": 0.0, "train_time_data": 0.006241049151867628, "train_time_forward": 0.0, "train_time_iter": 0.6524616479873657, "train_time_render": 0.3123185336589813, "epoch": 189, "has_visualization": false} {"cpu_memory": 32.8961181640625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54071044921875, "grad_norm": 0.127202570438385, "grad_norm_std": 0.012713257223367691, "learning_rate": 0.0003000000142492354, "n_datas": 21888000.0, "n_iterations": 42750.0, "time": 1654848384.0, "time_backward": 0.0, "time_data": 0.006157584488391876, "time_forward": 0.0, "train_grad_norm": 0.127202570438385, "train_loss_TCO-iter=1": 0.030442114919424057, "train_loss_TCO-iter=1-init=random": 0.030442114919424057, "train_loss_total": 0.23205091059207916, "train_loss_views_confidence": 0.23205091059207916, "train_time_backward": 0.0, "train_time_data": 0.006157584488391876, "train_time_forward": 0.0, "train_time_iter": 0.6679325699806213, "train_time_render": 0.3140442967414856, "epoch": 190, "has_visualization": false} {"cpu_memory": 32.9056396484375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5411376953125, "grad_norm": 0.12680494785308838, "grad_norm_std": 0.010461405850946903, "learning_rate": 0.0003000000142492354, "n_datas": 22003200.0, "n_iterations": 42975.0, "time": 1654848512.0, "time_backward": 0.0, "time_data": 0.006263702176511288, "time_forward": 0.0, "train_grad_norm": 0.12680494785308838, "train_loss_TCO-iter=1": 0.03033478558063507, "train_loss_TCO-iter=1-init=random": 0.03033478558063507, "train_loss_total": 0.2317369431257248, "train_loss_views_confidence": 0.2317369431257248, "train_time_backward": 0.0, "train_time_data": 0.006263702176511288, "train_time_forward": 0.0, "train_time_iter": 0.6619561910629272, "train_time_render": 0.31285127997398376, "epoch": 191, "has_visualization": false} {"cpu_memory": 32.911415100097656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5411376953125, "grad_norm": 0.12853758037090302, "grad_norm_std": 0.011629442684352398, "learning_rate": 0.0003000000142492354, "n_datas": 22118400.0, "n_iterations": 43200.0, "time": 1654848640.0, "time_backward": 0.0, "time_data": 0.00618328433483839, "time_forward": 0.0, "train_grad_norm": 0.12853758037090302, "train_loss_TCO-iter=1": 0.030387869104743004, "train_loss_TCO-iter=1-init=random": 0.030387869104743004, "train_loss_total": 0.2311258316040039, "train_loss_views_confidence": 0.2311258316040039, "train_time_backward": 0.0, "train_time_data": 0.00618328433483839, "train_time_forward": 0.0, "train_time_iter": 0.6641137599945068, "train_time_render": 0.312764048576355, "epoch": 192, "has_visualization": false} {"cpu_memory": 32.915802001953125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54119873046875, "grad_norm": 0.13043615221977234, "grad_norm_std": 0.011855616234242916, "learning_rate": 0.0003000000142492354, "n_datas": 22233600.0, "n_iterations": 43425.0, "time": 1654848896.0, "time_backward": 0.0, "time_data": 0.006181023083627224, "time_forward": 0.0, "train_grad_norm": 0.13043615221977234, "train_loss_TCO-iter=1": 0.03032383881509304, "train_loss_TCO-iter=1-init=random": 0.03032383881509304, "train_loss_total": 0.2315523326396942, "train_loss_views_confidence": 0.2315523326396942, "train_time_backward": 0.0, "train_time_data": 0.006181023083627224, "train_time_forward": 0.0, "train_time_iter": 0.6663027405738831, "train_time_render": 0.3133058249950409, "epoch": 193, "has_visualization": false} {"cpu_memory": 32.91892623901367, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541595458984375, "grad_norm": 0.1264418065547943, "grad_norm_std": 0.01080427598208189, "learning_rate": 0.0003000000142492354, "n_datas": 22348800.0, "n_iterations": 43650.0, "time": 1654849024.0, "time_backward": 0.0, "time_data": 0.006256453227251768, "time_forward": 0.0, "train_grad_norm": 0.1264418065547943, "train_loss_TCO-iter=1": 0.030354319140315056, "train_loss_TCO-iter=1-init=random": 0.030354319140315056, "train_loss_total": 0.23074771463871002, "train_loss_views_confidence": 0.23074771463871002, "train_time_backward": 0.0, "train_time_data": 0.006256453227251768, "train_time_forward": 0.0, "train_time_iter": 0.6748114824295044, "train_time_render": 0.31367576122283936, "epoch": 194, "has_visualization": false} {"cpu_memory": 32.92494201660156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541595458984375, "grad_norm": 0.12837760150432587, "grad_norm_std": 0.01131234597414732, "learning_rate": 0.0003000000142492354, "n_datas": 22464000.0, "n_iterations": 43875.0, "time": 1654849280.0, "time_backward": 0.0, "time_data": 0.0062246015295386314, "time_forward": 0.0, "train_grad_norm": 0.12837760150432587, "train_loss_TCO-iter=1": 0.030416948720812798, "train_loss_TCO-iter=1-init=random": 0.030416948720812798, "train_loss_total": 0.231023907661438, "train_loss_views_confidence": 0.231023907661438, "train_time_backward": 0.0, "train_time_data": 0.0062246015295386314, "train_time_forward": 0.0, "train_time_iter": 0.6583488583564758, "train_time_render": 0.3135577440261841, "epoch": 195, "has_visualization": false} {"cpu_memory": 32.929771423339844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541717529296875, "grad_norm": 0.1278568059206009, "grad_norm_std": 0.012008084915578365, "learning_rate": 0.0003000000142492354, "n_datas": 22579200.0, "n_iterations": 44100.0, "time": 1654849280.0, "time_backward": 0.0, "time_data": 0.006121920887380838, "time_forward": 0.0, "train_grad_norm": 0.1278568059206009, "train_loss_TCO-iter=1": 0.030359163880348206, "train_loss_TCO-iter=1-init=random": 0.030359163880348206, "train_loss_total": 0.2300499677658081, "train_loss_views_confidence": 0.2300499677658081, "train_time_backward": 0.0, "train_time_data": 0.006121920887380838, "train_time_forward": 0.0, "train_time_iter": 0.66907799243927, "train_time_render": 0.31355583667755127, "epoch": 196, "has_visualization": false} {"cpu_memory": 32.93635559082031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541839599609375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 22694400.0, "n_iterations": 44325.0, "time": 1654849408.0, "time_backward": 0.0, "time_data": 0.006194751244038343, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030332183465361595, "train_loss_TCO-iter=1-init=random": 0.030332183465361595, "train_loss_total": 0.2297290563583374, "train_loss_views_confidence": 0.2297290563583374, "train_time_backward": 0.0, "train_time_data": 0.006194751244038343, "train_time_forward": 0.0, "train_time_iter": 0.6577914953231812, "train_time_render": 0.3139500319957733, "epoch": 197, "has_visualization": false} {"cpu_memory": 32.94096374511719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542205810546875, "grad_norm": 0.12847837805747986, "grad_norm_std": 0.011537928134202957, "learning_rate": 0.0003000000142492354, "n_datas": 22809600.0, "n_iterations": 44550.0, "time": 1654849536.0, "time_backward": 0.0, "time_data": 0.006370111834257841, "time_forward": 0.0, "train_grad_norm": 0.12847837805747986, "train_loss_TCO-iter=1": 0.030358174815773964, "train_loss_TCO-iter=1-init=random": 0.030358174815773964, "train_loss_total": 0.23008398711681366, "train_loss_views_confidence": 0.23008398711681366, "train_time_backward": 0.0, "train_time_data": 0.006370111834257841, "train_time_forward": 0.0, "train_time_iter": 0.657368540763855, "train_time_render": 0.31374362111091614, "epoch": 198, "has_visualization": false} {"cpu_memory": 32.946495056152344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542205810546875, "grad_norm": 0.1299045979976654, "grad_norm_std": 0.011667619459331036, "learning_rate": 0.0003000000142492354, "n_datas": 22924800.0, "n_iterations": 44775.0, "time": 1654849792.0, "time_backward": 0.0, "time_data": 0.006148283835500479, "time_forward": 0.0, "train_grad_norm": 0.1299045979976654, "train_loss_TCO-iter=1": 0.03031773678958416, "train_loss_TCO-iter=1-init=random": 0.03031773678958416, "train_loss_total": 0.22967860102653503, "train_loss_views_confidence": 0.22967860102653503, "train_time_backward": 0.0, "train_time_data": 0.006148283835500479, "train_time_forward": 0.0, "train_time_iter": 0.6554281115531921, "train_time_render": 0.31341299414634705, "epoch": 199, "has_visualization": false} {"cpu_memory": 32.952938079833984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542510986328125, "grad_norm": 0.12804915010929108, "grad_norm_std": 0.01095131877809763, "learning_rate": 0.0003000000142492354, "n_datas": 23040000.0, "n_iterations": 45000.0, "time": 1654849792.0, "time_backward": 0.0, "time_data": 0.006168185733258724, "time_forward": 0.0, "train_grad_norm": 0.12804915010929108, "train_loss_TCO-iter=1": 0.030290920287370682, "train_loss_TCO-iter=1-init=random": 0.030290920287370682, "train_loss_total": 0.22925709187984467, "train_loss_views_confidence": 0.22925709187984467, "train_time_backward": 0.0, "train_time_data": 0.006168185733258724, "train_time_forward": 0.0, "train_time_iter": 0.6593904495239258, "train_time_render": 0.3136977553367615, "epoch": 200, "has_visualization": false} {"cpu_memory": 32.95873260498047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542510986328125, "grad_norm": 0.1304941177368164, "grad_norm_std": 0.013356432318687439, "learning_rate": 0.0003000000142492354, "n_datas": 23155200.0, "n_iterations": 45225.0, "time": 1654850048.0, "time_backward": 0.0, "time_data": 0.0061364974826574326, "time_forward": 0.0, "train_grad_norm": 0.1304941177368164, "train_loss_TCO-iter=1": 0.030391808599233627, "train_loss_TCO-iter=1-init=random": 0.030391808599233627, "train_loss_total": 0.23039068281650543, "train_loss_views_confidence": 0.23039068281650543, "train_time_backward": 0.0, "train_time_data": 0.0061364974826574326, "train_time_forward": 0.0, "train_time_iter": 0.6665194034576416, "train_time_render": 0.31386977434158325, "epoch": 201, "has_visualization": false} {"cpu_memory": 32.96571350097656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542724609375, "grad_norm": 0.12930510938167572, "grad_norm_std": 0.012152322567999363, "learning_rate": 0.0003000000142492354, "n_datas": 23270400.0, "n_iterations": 45450.0, "time": 1654850176.0, "time_backward": 0.0, "time_data": 0.006089908070862293, "time_forward": 0.0, "train_grad_norm": 0.12930510938167572, "train_loss_TCO-iter=1": 0.030324967578053474, "train_loss_TCO-iter=1-init=random": 0.030324967578053474, "train_loss_total": 0.22936348617076874, "train_loss_views_confidence": 0.22936348617076874, "train_time_backward": 0.0, "train_time_data": 0.006089908070862293, "train_time_forward": 0.0, "train_time_iter": 0.6721424460411072, "train_time_render": 0.3126041889190674, "epoch": 202, "has_visualization": false} {"cpu_memory": 32.97156524658203, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542999267578125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 23385600.0, "n_iterations": 45675.0, "time": 1654850176.0, "time_backward": 0.0, "time_data": 0.00614172825589776, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030355647206306458, "train_loss_TCO-iter=1-init=random": 0.030355647206306458, "train_loss_total": 0.22983939945697784, "train_loss_views_confidence": 0.22983939945697784, "train_time_backward": 0.0, "train_time_data": 0.00614172825589776, "train_time_forward": 0.0, "train_time_iter": 0.6534050107002258, "train_time_render": 0.3125477731227875, "epoch": 203, "has_visualization": false} {"cpu_memory": 32.975616455078125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543121337890625, "grad_norm": 0.126242995262146, "grad_norm_std": 0.010037287138402462, "learning_rate": 0.0003000000142492354, "n_datas": 23500800.0, "n_iterations": 45900.0, "time": 1654850432.0, "time_backward": 0.0, "time_data": 0.011913962662220001, "time_forward": 0.0, "train_grad_norm": 0.126242995262146, "train_loss_TCO-iter=1": 0.030273396521806717, "train_loss_TCO-iter=1-init=random": 0.030273396521806717, "train_loss_total": 0.22874149680137634, "train_loss_views_confidence": 0.22874149680137634, "train_time_backward": 0.0, "train_time_data": 0.011913962662220001, "train_time_forward": 0.0, "train_time_iter": 0.6602542400360107, "train_time_render": 0.31248563528060913, "epoch": 204, "has_visualization": false} {"cpu_memory": 32.978511810302734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543121337890625, "grad_norm": 0.12632159888744354, "grad_norm_std": 0.010650429874658585, "learning_rate": 0.0003000000142492354, "n_datas": 23616000.0, "n_iterations": 46125.0, "time": 1654850688.0, "time_backward": 0.0, "time_data": 0.006125267595052719, "time_forward": 0.0, "train_grad_norm": 0.12632159888744354, "train_loss_TCO-iter=1": 0.03027297742664814, "train_loss_TCO-iter=1-init=random": 0.03027297742664814, "train_loss_total": 0.22828027606010437, "train_loss_views_confidence": 0.22828027606010437, "train_time_backward": 0.0, "train_time_data": 0.006125267595052719, "train_time_forward": 0.0, "train_time_iter": 0.6574008464813232, "train_time_render": 0.31222474575042725, "epoch": 205, "has_visualization": false} {"cpu_memory": 32.98203659057617, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543121337890625, "grad_norm": 0.12873192131519318, "grad_norm_std": 0.013111227191984653, "learning_rate": 0.0003000000142492354, "n_datas": 23731200.0, "n_iterations": 46350.0, "time": 1654850944.0, "time_backward": 0.0, "time_data": 0.00622631935402751, "time_forward": 0.0, "train_grad_norm": 0.12873192131519318, "train_loss_TCO-iter=1": 0.030337397009134293, "train_loss_TCO-iter=1-init=random": 0.030337397009134293, "train_loss_total": 0.22961413860321045, "train_loss_views_confidence": 0.22961413860321045, "train_time_backward": 0.0, "train_time_data": 0.00622631935402751, "train_time_forward": 0.0, "train_time_iter": 0.6537541151046753, "train_time_render": 0.3133641481399536, "epoch": 206, "has_visualization": false} {"cpu_memory": 32.990909576416016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54339599609375, "grad_norm": 0.12768760323524475, "grad_norm_std": 0.011151574552059174, "learning_rate": 0.0003000000142492354, "n_datas": 23846400.0, "n_iterations": 46575.0, "time": 1654850944.0, "time_backward": 0.0, "time_data": 0.0062273344956338406, "time_forward": 0.0, "train_grad_norm": 0.12768760323524475, "train_loss_TCO-iter=1": 0.030230218544602394, "train_loss_TCO-iter=1-init=random": 0.030230218544602394, "train_loss_total": 0.22910358011722565, "train_loss_views_confidence": 0.22910358011722565, "train_time_backward": 0.0, "train_time_data": 0.0062273344956338406, "train_time_forward": 0.0, "train_time_iter": 0.6636905670166016, "train_time_render": 0.3135311007499695, "epoch": 207, "has_visualization": false} {"cpu_memory": 32.998348236083984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54364013671875, "grad_norm": 0.12499760836362839, "grad_norm_std": 0.010111326351761818, "learning_rate": 0.0003000000142492354, "n_datas": 23961600.0, "n_iterations": 46800.0, "time": 1654851072.0, "time_backward": 0.0, "time_data": 0.006169934291392565, "time_forward": 0.0, "train_grad_norm": 0.12499760836362839, "train_loss_TCO-iter=1": 0.03023293800652027, "train_loss_TCO-iter=1-init=random": 0.03023293800652027, "train_loss_total": 0.22813566029071808, "train_loss_views_confidence": 0.22813566029071808, "train_time_backward": 0.0, "train_time_data": 0.006169934291392565, "train_time_forward": 0.0, "train_time_iter": 0.6652773022651672, "train_time_render": 0.3136064112186432, "epoch": 208, "has_visualization": false} {"cpu_memory": 33.003074645996094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54364013671875, "grad_norm": 0.1267355978488922, "grad_norm_std": 0.009820954874157906, "learning_rate": 0.0003000000142492354, "n_datas": 24076800.0, "n_iterations": 47025.0, "time": 1654851328.0, "time_backward": 0.0, "time_data": 0.006223778240382671, "time_forward": 0.0, "train_grad_norm": 0.1267355978488922, "train_loss_TCO-iter=1": 0.030271604657173157, "train_loss_TCO-iter=1-init=random": 0.030271604657173157, "train_loss_total": 0.22757266461849213, "train_loss_views_confidence": 0.22757266461849213, "train_time_backward": 0.0, "train_time_data": 0.006223778240382671, "train_time_forward": 0.0, "train_time_iter": 0.6593244671821594, "train_time_render": 0.3127276599407196, "epoch": 209, "has_visualization": false} {"cpu_memory": 33.008121490478516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54364013671875, "grad_norm": 0.12693345546722412, "grad_norm_std": 0.012173696421086788, "learning_rate": 0.0003000000142492354, "n_datas": 24192000.0, "n_iterations": 47250.0, "time": 1654851328.0, "time_backward": 0.0, "time_data": 0.006177500355988741, "time_forward": 0.0, "train_grad_norm": 0.12693345546722412, "train_loss_TCO-iter=1": 0.030230624601244926, "train_loss_TCO-iter=1-init=random": 0.030230624601244926, "train_loss_total": 0.2283562421798706, "train_loss_views_confidence": 0.2283562421798706, "train_time_backward": 0.0, "train_time_data": 0.006177500355988741, "train_time_forward": 0.0, "train_time_iter": 0.664657711982727, "train_time_render": 0.31364405155181885, "epoch": 210, "has_visualization": false} {"cpu_memory": 33.01308059692383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54364013671875, "grad_norm": 0.12866538763046265, "grad_norm_std": 0.012226151302456856, "learning_rate": 0.0003000000142492354, "n_datas": 24307200.0, "n_iterations": 47475.0, "time": 1654851584.0, "time_backward": 0.0, "time_data": 0.006093767937272787, "time_forward": 0.0, "train_grad_norm": 0.12866538763046265, "train_loss_TCO-iter=1": 0.030396966263651848, "train_loss_TCO-iter=1-init=random": 0.030396966263651848, "train_loss_total": 0.22821976244449615, "train_loss_views_confidence": 0.22821976244449615, "train_time_backward": 0.0, "train_time_data": 0.006093767937272787, "train_time_forward": 0.0, "train_time_iter": 0.663455605506897, "train_time_render": 0.31319335103034973, "epoch": 211, "has_visualization": false} {"cpu_memory": 33.01856994628906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5439453125, "grad_norm": 0.12663474678993225, "grad_norm_std": 0.011460479348897934, "learning_rate": 0.0003000000142492354, "n_datas": 24422400.0, "n_iterations": 47700.0, "time": 1654851712.0, "time_backward": 0.0, "time_data": 0.0062697227112948895, "time_forward": 0.0, "train_grad_norm": 0.12663474678993225, "train_loss_TCO-iter=1": 0.030230006203055382, "train_loss_TCO-iter=1-init=random": 0.030230006203055382, "train_loss_total": 0.22676445543766022, "train_loss_views_confidence": 0.22676445543766022, "train_time_backward": 0.0, "train_time_data": 0.0062697227112948895, "train_time_forward": 0.0, "train_time_iter": 0.6603332757949829, "train_time_render": 0.31315648555755615, "epoch": 212, "has_visualization": false} {"cpu_memory": 33.02409744262695, "cuda_memory": 5.363624572753906, "gpu_memory": 23.544036865234375, "grad_norm": 0.12668180465698242, "grad_norm_std": 0.01065088715404272, "learning_rate": 0.0003000000142492354, "n_datas": 24537600.0, "n_iterations": 47925.0, "time": 1654851840.0, "time_backward": 0.0, "time_data": 0.006260635331273079, "time_forward": 0.0, "train_grad_norm": 0.12668180465698242, "train_loss_TCO-iter=1": 0.0302768312394619, "train_loss_TCO-iter=1-init=random": 0.0302768312394619, "train_loss_total": 0.22769077122211456, "train_loss_views_confidence": 0.22769077122211456, "train_time_backward": 0.0, "train_time_data": 0.006260635331273079, "train_time_forward": 0.0, "train_time_iter": 0.6573781967163086, "train_time_render": 0.3133203983306885, "epoch": 213, "has_visualization": false} {"cpu_memory": 33.02812576293945, "cuda_memory": 5.363624572753906, "gpu_memory": 23.544189453125, "grad_norm": 0.1273534744977951, "grad_norm_std": 0.010010474361479282, "learning_rate": 0.0003000000142492354, "n_datas": 24652800.0, "n_iterations": 48150.0, "time": 1654851840.0, "time_backward": 0.0, "time_data": 0.006104538217186928, "time_forward": 0.0, "train_grad_norm": 0.1273534744977951, "train_loss_TCO-iter=1": 0.03015787899494171, "train_loss_TCO-iter=1-init=random": 0.03015787899494171, "train_loss_total": 0.22674646973609924, "train_loss_views_confidence": 0.22674646973609924, "train_time_backward": 0.0, "train_time_data": 0.006104538217186928, "train_time_forward": 0.0, "train_time_iter": 0.6607077121734619, "train_time_render": 0.31271764636039734, "epoch": 214, "has_visualization": false} {"cpu_memory": 33.033668518066406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54449462890625, "grad_norm": 0.1257844716310501, "grad_norm_std": 0.009905715472996235, "learning_rate": 0.0003000000142492354, "n_datas": 24768000.0, "n_iterations": 48375.0, "time": 1654852096.0, "time_backward": 0.0, "time_data": 0.00634155236184597, "time_forward": 0.0, "train_grad_norm": 0.1257844716310501, "train_loss_TCO-iter=1": 0.03021123632788658, "train_loss_TCO-iter=1-init=random": 0.03021123632788658, "train_loss_total": 0.22848360240459442, "train_loss_views_confidence": 0.22848360240459442, "train_time_backward": 0.0, "train_time_data": 0.00634155236184597, "train_time_forward": 0.0, "train_time_iter": 0.6627030372619629, "train_time_render": 0.3122944235801697, "epoch": 215, "has_visualization": false} {"cpu_memory": 33.037872314453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54449462890625, "grad_norm": 0.12586742639541626, "grad_norm_std": 0.011355139315128326, "learning_rate": 0.0003000000142492354, "n_datas": 24883200.0, "n_iterations": 48600.0, "time": 1654852224.0, "time_backward": 0.0, "time_data": 0.006155259441584349, "time_forward": 0.0, "train_grad_norm": 0.12586742639541626, "train_loss_TCO-iter=1": 0.03036869503557682, "train_loss_TCO-iter=1-init=random": 0.03036869503557682, "train_loss_total": 0.2268356829881668, "train_loss_views_confidence": 0.2268356829881668, "train_time_backward": 0.0, "train_time_data": 0.006155259441584349, "train_time_forward": 0.0, "train_time_iter": 0.6634714603424072, "train_time_render": 0.31399106979370117, "epoch": 216, "has_visualization": false} {"cpu_memory": 33.04341125488281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5445556640625, "grad_norm": 0.12693098187446594, "grad_norm_std": 0.011252502910792828, "learning_rate": 0.0003000000142492354, "n_datas": 24998400.0, "n_iterations": 48825.0, "time": 1654852480.0, "time_backward": 0.0, "time_data": 0.006163876503705978, "time_forward": 0.0, "train_grad_norm": 0.12693098187446594, "train_loss_TCO-iter=1": 0.03021750971674919, "train_loss_TCO-iter=1-init=random": 0.03021750971674919, "train_loss_total": 0.2256563901901245, "train_loss_views_confidence": 0.2256563901901245, "train_time_backward": 0.0, "train_time_data": 0.006163876503705978, "train_time_forward": 0.0, "train_time_iter": 0.6777797937393188, "train_time_render": 0.3136572539806366, "epoch": 217, "has_visualization": false} {"cpu_memory": 33.05069351196289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5445556640625, "grad_norm": 0.125859335064888, "grad_norm_std": 0.010468910448253155, "learning_rate": 0.0003000000142492354, "n_datas": 25113600.0, "n_iterations": 49050.0, "time": 1654852608.0, "time_backward": 0.0, "time_data": 0.0062073515728116035, "time_forward": 0.0, "train_grad_norm": 0.125859335064888, "train_loss_TCO-iter=1": 0.030264681205153465, "train_loss_TCO-iter=1-init=random": 0.030264681205153465, "train_loss_total": 0.22758269309997559, "train_loss_views_confidence": 0.22758269309997559, "train_time_backward": 0.0, "train_time_data": 0.0062073515728116035, "train_time_forward": 0.0, "train_time_iter": 0.6451556086540222, "train_time_render": 0.31308916211128235, "epoch": 218, "has_visualization": false} {"cpu_memory": 33.05630111694336, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54486083984375, "grad_norm": 0.12552347779273987, "grad_norm_std": 0.010763163678348064, "learning_rate": 0.0003000000142492354, "n_datas": 25228800.0, "n_iterations": 49275.0, "time": 1654852736.0, "time_backward": 0.0, "time_data": 0.006120446603745222, "time_forward": 0.0, "train_grad_norm": 0.12552347779273987, "train_loss_TCO-iter=1": 0.030231697484850883, "train_loss_TCO-iter=1-init=random": 0.030231697484850883, "train_loss_total": 0.22627483308315277, "train_loss_views_confidence": 0.22627483308315277, "train_time_backward": 0.0, "train_time_data": 0.006120446603745222, "train_time_forward": 0.0, "train_time_iter": 0.6680271625518799, "train_time_render": 0.31289270520210266, "epoch": 219, "has_visualization": false} {"cpu_memory": 33.062156677246094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54486083984375, "grad_norm": 0.12602195143699646, "grad_norm_std": 0.011563577689230442, "learning_rate": 0.0003000000142492354, "n_datas": 25344000.0, "n_iterations": 49500.0, "time": 1654852992.0, "time_backward": 0.0, "time_data": 0.0062359170988202095, "time_forward": 0.0, "train_grad_norm": 0.12602195143699646, "train_loss_TCO-iter=1": 0.0302555114030838, "train_loss_TCO-iter=1-init=random": 0.0302555114030838, "train_loss_total": 0.22570088505744934, "train_loss_views_confidence": 0.22570088505744934, "train_time_backward": 0.0, "train_time_data": 0.0062359170988202095, "train_time_forward": 0.0, "train_time_iter": 0.6669102311134338, "train_time_render": 0.312324196100235, "epoch": 220, "has_visualization": false} {"cpu_memory": 33.06703567504883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.544921875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 25459200.0, "n_iterations": 49725.0, "time": 1654852992.0, "time_backward": 0.0, "time_data": 0.006128048058599234, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030281344428658485, "train_loss_TCO-iter=1-init=random": 0.030281344428658485, "train_loss_total": 0.22582243382930756, "train_loss_views_confidence": 0.22582243382930756, "train_time_backward": 0.0, "train_time_data": 0.006128048058599234, "train_time_forward": 0.0, "train_time_iter": 0.6626603603363037, "train_time_render": 0.31372329592704773, "epoch": 221, "has_visualization": false} {"cpu_memory": 33.07538986206055, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54522705078125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 25574400.0, "n_iterations": 49950.0, "time": 1654853376.0, "time_backward": 0.0, "time_data": 0.006347659043967724, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030168931931257248, "train_loss_TCO-iter=1-init=random": 0.030168931931257248, "train_loss_total": 0.225947767496109, "train_loss_views_confidence": 0.225947767496109, "train_time_backward": 0.0, "train_time_data": 0.006347659043967724, "train_time_forward": 0.0, "train_time_iter": 0.66957688331604, "train_time_render": 0.3140421509742737, "epoch": 222, "has_visualization": false} {"cpu_memory": 33.078338623046875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54522705078125, "grad_norm": 0.125467449426651, "grad_norm_std": 0.010885300114750862, "learning_rate": 0.0003000000142492354, "n_datas": 25689600.0, "n_iterations": 50175.0, "time": 1654853376.0, "time_backward": 0.0, "time_data": 0.006092927884310484, "time_forward": 0.0, "train_grad_norm": 0.125467449426651, "train_loss_TCO-iter=1": 0.030267570167779922, "train_loss_TCO-iter=1-init=random": 0.030267570167779922, "train_loss_total": 0.22519734501838684, "train_loss_views_confidence": 0.22519734501838684, "train_time_backward": 0.0, "train_time_data": 0.006092927884310484, "train_time_forward": 0.0, "train_time_iter": 0.6504322290420532, "train_time_render": 0.3137347996234894, "epoch": 223, "has_visualization": false} {"cpu_memory": 33.0843391418457, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54522705078125, "grad_norm": 0.12583646178245544, "grad_norm_std": 0.011426372453570366, "learning_rate": 0.0003000000142492354, "n_datas": 25804800.0, "n_iterations": 50400.0, "time": 1654853504.0, "time_backward": 0.0, "time_data": 0.006204915698617697, "time_forward": 0.0, "train_grad_norm": 0.12583646178245544, "train_loss_TCO-iter=1": 0.03030901961028576, "train_loss_TCO-iter=1-init=random": 0.03030901961028576, "train_loss_total": 0.2258005142211914, "train_loss_views_confidence": 0.2258005142211914, "train_time_backward": 0.0, "train_time_data": 0.006204915698617697, "train_time_forward": 0.0, "train_time_iter": 0.6782665252685547, "train_time_render": 0.3136042356491089, "epoch": 224, "has_visualization": false} {"cpu_memory": 33.092769622802734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54522705078125, "grad_norm": 0.12712964415550232, "grad_norm_std": 0.010765586979687214, "learning_rate": 0.0003000000142492354, "n_datas": 25920000.0, "n_iterations": 50625.0, "time": 1654853632.0, "time_backward": 0.0, "time_data": 0.006142195779830217, "time_forward": 0.0, "train_grad_norm": 0.12712964415550232, "train_loss_TCO-iter=1": 0.0302779208868742, "train_loss_TCO-iter=1-init=random": 0.0302779208868742, "train_loss_total": 0.22560745477676392, "train_loss_views_confidence": 0.22560745477676392, "train_time_backward": 0.0, "train_time_data": 0.006142195779830217, "train_time_forward": 0.0, "train_time_iter": 0.6665095090866089, "train_time_render": 0.3135295510292053, "epoch": 225, "has_visualization": false} {"cpu_memory": 33.09719467163086, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.12736134231090546, "grad_norm_std": 0.011392401531338692, "learning_rate": 0.0003000000142492354, "n_datas": 26035200.0, "n_iterations": 50850.0, "time": 1654853760.0, "time_backward": 0.0, "time_data": 0.006151357665657997, "time_forward": 0.0, "train_grad_norm": 0.12736134231090546, "train_loss_TCO-iter=1": 0.03022812493145466, "train_loss_TCO-iter=1-init=random": 0.03022812493145466, "train_loss_total": 0.22592692077159882, "train_loss_views_confidence": 0.22592692077159882, "train_time_backward": 0.0, "train_time_data": 0.006151357665657997, "train_time_forward": 0.0, "train_time_iter": 0.6575403213500977, "train_time_render": 0.3136325478553772, "epoch": 226, "has_visualization": false} {"cpu_memory": 33.10332489013672, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.12589552998542786, "grad_norm_std": 0.010851421393454075, "learning_rate": 0.0003000000142492354, "n_datas": 26150400.0, "n_iterations": 51075.0, "time": 1654853888.0, "time_backward": 0.0, "time_data": 0.00609173160046339, "time_forward": 0.0, "train_grad_norm": 0.12589552998542786, "train_loss_TCO-iter=1": 0.030174439772963524, "train_loss_TCO-iter=1-init=random": 0.030174439772963524, "train_loss_total": 0.22657030820846558, "train_loss_views_confidence": 0.22657030820846558, "train_time_backward": 0.0, "train_time_data": 0.00609173160046339, "train_time_forward": 0.0, "train_time_iter": 0.6657335758209229, "train_time_render": 0.31351348757743835, "epoch": 227, "has_visualization": false} {"cpu_memory": 33.10961151123047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.1256677359342575, "grad_norm_std": 0.010209593921899796, "learning_rate": 0.0003000000142492354, "n_datas": 26265600.0, "n_iterations": 51300.0, "time": 1654854144.0, "time_backward": 0.0, "time_data": 0.006243704818189144, "time_forward": 0.0, "train_grad_norm": 0.1256677359342575, "train_loss_TCO-iter=1": 0.03019540198147297, "train_loss_TCO-iter=1-init=random": 0.03019540198147297, "train_loss_total": 0.2251504361629486, "train_loss_views_confidence": 0.2251504361629486, "train_time_backward": 0.0, "train_time_data": 0.006243704818189144, "train_time_forward": 0.0, "train_time_iter": 0.6562920808792114, "train_time_render": 0.31312015652656555, "epoch": 228, "has_visualization": false} {"cpu_memory": 33.117427825927734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.12464891374111176, "grad_norm_std": 0.010533173568546772, "learning_rate": 0.0003000000142492354, "n_datas": 26380800.0, "n_iterations": 51525.0, "time": 1654854272.0, "time_backward": 0.0, "time_data": 0.00610115472227335, "time_forward": 0.0, "train_grad_norm": 0.12464891374111176, "train_loss_TCO-iter=1": 0.030153712257742882, "train_loss_TCO-iter=1-init=random": 0.030153712257742882, "train_loss_total": 0.22440651059150696, "train_loss_views_confidence": 0.22440651059150696, "train_time_backward": 0.0, "train_time_data": 0.00610115472227335, "train_time_forward": 0.0, "train_time_iter": 0.6776551008224487, "train_time_render": 0.314403772354126, "epoch": 229, "has_visualization": false} {"cpu_memory": 33.119449615478516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.1249973252415657, "grad_norm_std": 0.010599534027278423, "learning_rate": 0.0003000000142492354, "n_datas": 26496000.0, "n_iterations": 51750.0, "time": 1654854272.0, "time_backward": 0.0, "time_data": 0.006099069491028786, "time_forward": 0.0, "train_grad_norm": 0.1249973252415657, "train_loss_TCO-iter=1": 0.030241725966334343, "train_loss_TCO-iter=1-init=random": 0.030241725966334343, "train_loss_total": 0.22449278831481934, "train_loss_views_confidence": 0.22449278831481934, "train_time_backward": 0.0, "train_time_data": 0.006099069491028786, "train_time_forward": 0.0, "train_time_iter": 0.6590489149093628, "train_time_render": 0.3125540614128113, "epoch": 230, "has_visualization": false} {"cpu_memory": 33.12369155883789, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5452880859375, "grad_norm": 0.12534263730049133, "grad_norm_std": 0.011293144896626472, "learning_rate": 0.0003000000142492354, "n_datas": 26611200.0, "n_iterations": 51975.0, "time": 1654854528.0, "time_backward": 0.0, "time_data": 0.006242271978408098, "time_forward": 0.0, "train_grad_norm": 0.12534263730049133, "train_loss_TCO-iter=1": 0.03020629659295082, "train_loss_TCO-iter=1-init=random": 0.03020629659295082, "train_loss_total": 0.2238634079694748, "train_loss_views_confidence": 0.2238634079694748, "train_time_backward": 0.0, "train_time_data": 0.006242271978408098, "train_time_forward": 0.0, "train_time_iter": 0.6560103893280029, "train_time_render": 0.3129326105117798, "epoch": 231, "has_visualization": false} {"cpu_memory": 33.12938690185547, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.12384259700775146, "grad_norm_std": 0.009852050803601742, "learning_rate": 0.0003000000142492354, "n_datas": 26726400.0, "n_iterations": 52200.0, "time": 1654854656.0, "time_backward": 0.0, "time_data": 0.0060799033381044865, "time_forward": 0.0, "train_grad_norm": 0.12384259700775146, "train_loss_TCO-iter=1": 0.03021145798265934, "train_loss_TCO-iter=1-init=random": 0.03021145798265934, "train_loss_total": 0.2239508479833603, "train_loss_views_confidence": 0.2239508479833603, "train_time_backward": 0.0, "train_time_data": 0.0060799033381044865, "train_time_forward": 0.0, "train_time_iter": 0.6736639142036438, "train_time_render": 0.3141697645187378, "epoch": 232, "has_visualization": false} {"cpu_memory": 33.13318634033203, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54541015625, "grad_norm": 0.12334974855184555, "grad_norm_std": 0.009782879613339901, "learning_rate": 0.0003000000142492354, "n_datas": 26841600.0, "n_iterations": 52425.0, "time": 1654855040.0, "time_backward": 0.0, "time_data": 0.006322040222585201, "time_forward": 0.0, "train_grad_norm": 0.12334974855184555, "train_loss_TCO-iter=1": 0.030275871977210045, "train_loss_TCO-iter=1-init=random": 0.030275871977210045, "train_loss_total": 0.22491154074668884, "train_loss_views_confidence": 0.22491154074668884, "train_time_backward": 0.0, "train_time_data": 0.006322040222585201, "train_time_forward": 0.0, "train_time_iter": 0.6538176536560059, "train_time_render": 0.3132738173007965, "epoch": 233, "has_visualization": false} {"cpu_memory": 33.137996673583984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54547119140625, "grad_norm": 0.12363044172525406, "grad_norm_std": 0.010717119090259075, "learning_rate": 0.0003000000142492354, "n_datas": 26956800.0, "n_iterations": 52650.0, "time": 1654855040.0, "time_backward": 0.0, "time_data": 0.006256775930523872, "time_forward": 0.0, "train_grad_norm": 0.12363044172525406, "train_loss_TCO-iter=1": 0.030272407457232475, "train_loss_TCO-iter=1-init=random": 0.030272407457232475, "train_loss_total": 0.22435036301612854, "train_loss_views_confidence": 0.22435036301612854, "train_time_backward": 0.0, "train_time_data": 0.006256775930523872, "train_time_forward": 0.0, "train_time_iter": 0.6635331511497498, "train_time_render": 0.31365662813186646, "epoch": 234, "has_visualization": false} {"cpu_memory": 33.14439010620117, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54547119140625, "grad_norm": 0.12552723288536072, "grad_norm_std": 0.012057142332196236, "learning_rate": 0.0003000000142492354, "n_datas": 27072000.0, "n_iterations": 52875.0, "time": 1654855168.0, "time_backward": 0.0, "time_data": 0.0062492238357663155, "time_forward": 0.0, "train_grad_norm": 0.12552723288536072, "train_loss_TCO-iter=1": 0.03021668829023838, "train_loss_TCO-iter=1-init=random": 0.03021668829023838, "train_loss_total": 0.22425295412540436, "train_loss_views_confidence": 0.22425295412540436, "train_time_backward": 0.0, "train_time_data": 0.0062492238357663155, "train_time_forward": 0.0, "train_time_iter": 0.654496431350708, "train_time_render": 0.3128628730773926, "epoch": 235, "has_visualization": false} {"cpu_memory": 33.15021514892578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": 0.1260567009449005, "grad_norm_std": 0.011371536180377007, "learning_rate": 0.0003000000142492354, "n_datas": 27187200.0, "n_iterations": 53100.0, "time": 1654855424.0, "time_backward": 0.0, "time_data": 0.006143677979707718, "time_forward": 0.0, "train_grad_norm": 0.1260567009449005, "train_loss_TCO-iter=1": 0.03026682697236538, "train_loss_TCO-iter=1-init=random": 0.03026682697236538, "train_loss_total": 0.2242414802312851, "train_loss_views_confidence": 0.2242414802312851, "train_time_backward": 0.0, "train_time_data": 0.006143677979707718, "train_time_forward": 0.0, "train_time_iter": 0.6629694700241089, "train_time_render": 0.3131105601787567, "epoch": 236, "has_visualization": false} {"cpu_memory": 33.15595245361328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": 0.12441810220479965, "grad_norm_std": 0.013613931834697723, "learning_rate": 0.0003000000142492354, "n_datas": 27302400.0, "n_iterations": 53325.0, "time": 1654855424.0, "time_backward": 0.0, "time_data": 0.006041380576789379, "time_forward": 0.0, "train_grad_norm": 0.12441810220479965, "train_loss_TCO-iter=1": 0.030202506110072136, "train_loss_TCO-iter=1-init=random": 0.030202506110072136, "train_loss_total": 0.22442570328712463, "train_loss_views_confidence": 0.22442570328712463, "train_time_backward": 0.0, "train_time_data": 0.006041380576789379, "train_time_forward": 0.0, "train_time_iter": 0.6565344333648682, "train_time_render": 0.31322622299194336, "epoch": 237, "has_visualization": false} {"cpu_memory": 33.16398620605469, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": 0.12494136393070221, "grad_norm_std": 0.011178053915500641, "learning_rate": 0.0003000000142492354, "n_datas": 27417600.0, "n_iterations": 53550.0, "time": 1654855552.0, "time_backward": 0.0, "time_data": 0.006339073181152344, "time_forward": 0.0, "train_grad_norm": 0.12494136393070221, "train_loss_TCO-iter=1": 0.030187150463461876, "train_loss_TCO-iter=1-init=random": 0.030187150463461876, "train_loss_total": 0.2240169644355774, "train_loss_views_confidence": 0.2240169644355774, "train_time_backward": 0.0, "train_time_data": 0.006339073181152344, "train_time_forward": 0.0, "train_time_iter": 0.6493579745292664, "train_time_render": 0.3127891719341278, "epoch": 238, "has_visualization": false} {"cpu_memory": 33.17136764526367, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": 0.12390697747468948, "grad_norm_std": 0.01020088791847229, "learning_rate": 0.0003000000142492354, "n_datas": 27532800.0, "n_iterations": 53775.0, "time": 1654855808.0, "time_backward": 0.0, "time_data": 0.0061866482719779015, "time_forward": 0.0, "train_grad_norm": 0.12390697747468948, "train_loss_TCO-iter=1": 0.030153296887874603, "train_loss_TCO-iter=1-init=random": 0.030153296887874603, "train_loss_total": 0.2233833223581314, "train_loss_views_confidence": 0.2233833223581314, "train_time_backward": 0.0, "train_time_data": 0.0061866482719779015, "train_time_forward": 0.0, "train_time_iter": 0.6582141518592834, "train_time_render": 0.3129793107509613, "epoch": 239, "has_visualization": false} {"cpu_memory": 33.17612838745117, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 27648000.0, "n_iterations": 54000.0, "time": 1654855936.0, "time_backward": 0.0, "time_data": 0.006257657893002033, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.0301402248442173, "train_loss_TCO-iter=1-init=random": 0.0301402248442173, "train_loss_total": 0.22385798394680023, "train_loss_views_confidence": 0.22385798394680023, "train_time_backward": 0.0, "train_time_data": 0.006257657893002033, "train_time_forward": 0.0, "train_time_iter": 0.6565001606941223, "train_time_render": 0.31288325786590576, "epoch": 240, "has_visualization": false} {"cpu_memory": 33.178466796875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545562744140625, "grad_norm": 0.12324978411197662, "grad_norm_std": 0.010046886280179024, "learning_rate": 0.0003000000142492354, "n_datas": 27763200.0, "n_iterations": 54225.0, "time": 1654855936.0, "time_backward": 0.0, "time_data": 0.00616845116019249, "time_forward": 0.0, "train_grad_norm": 0.12324978411197662, "train_loss_TCO-iter=1": 0.0302036814391613, "train_loss_TCO-iter=1-init=random": 0.0302036814391613, "train_loss_total": 0.22252754867076874, "train_loss_views_confidence": 0.22252754867076874, "train_time_backward": 0.0, "train_time_data": 0.00616845116019249, "train_time_forward": 0.0, "train_time_iter": 0.6622042655944824, "train_time_render": 0.31336745619773865, "epoch": 241, "has_visualization": false} {"cpu_memory": 33.18430709838867, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545928955078125, "grad_norm": 0.12557214498519897, "grad_norm_std": 0.009572627022862434, "learning_rate": 0.0003000000142492354, "n_datas": 27878400.0, "n_iterations": 54450.0, "time": 1654856192.0, "time_backward": 0.0, "time_data": 0.0063646952621638775, "time_forward": 0.0, "train_grad_norm": 0.12557214498519897, "train_loss_TCO-iter=1": 0.030163418501615524, "train_loss_TCO-iter=1-init=random": 0.030163418501615524, "train_loss_total": 0.22269418835639954, "train_loss_views_confidence": 0.22269418835639954, "train_time_backward": 0.0, "train_time_data": 0.0063646952621638775, "train_time_forward": 0.0, "train_time_iter": 0.6497189998626709, "train_time_render": 0.3125686049461365, "epoch": 242, "has_visualization": false} {"cpu_memory": 33.18866729736328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545928955078125, "grad_norm": 0.1259794533252716, "grad_norm_std": 0.011718220077455044, "learning_rate": 0.0003000000142492354, "n_datas": 27993600.0, "n_iterations": 54675.0, "time": 1654856320.0, "time_backward": 0.0, "time_data": 0.0060977996326982975, "time_forward": 0.0, "train_grad_norm": 0.1259794533252716, "train_loss_TCO-iter=1": 0.03018161468207836, "train_loss_TCO-iter=1-init=random": 0.03018161468207836, "train_loss_total": 0.22342202067375183, "train_loss_views_confidence": 0.22342202067375183, "train_time_backward": 0.0, "train_time_data": 0.0060977996326982975, "train_time_forward": 0.0, "train_time_iter": 0.6653955578804016, "train_time_render": 0.31422364711761475, "epoch": 243, "has_visualization": false} {"cpu_memory": 33.19221115112305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54608154296875, "grad_norm": 0.12453237920999527, "grad_norm_std": 0.01095433346927166, "learning_rate": 0.0003000000142492354, "n_datas": 28108800.0, "n_iterations": 54900.0, "time": 1654856320.0, "time_backward": 0.0, "time_data": 0.006115215364843607, "time_forward": 0.0, "train_grad_norm": 0.12453237920999527, "train_loss_TCO-iter=1": 0.030185597017407417, "train_loss_TCO-iter=1-init=random": 0.030185597017407417, "train_loss_total": 0.22246402502059937, "train_loss_views_confidence": 0.22246402502059937, "train_time_backward": 0.0, "train_time_data": 0.006115215364843607, "train_time_forward": 0.0, "train_time_iter": 0.6463392972946167, "train_time_render": 0.31168633699417114, "epoch": 244, "has_visualization": false} {"cpu_memory": 33.19668197631836, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546142578125, "grad_norm": 0.12368270009756088, "grad_norm_std": 0.010571885854005814, "learning_rate": 0.0003000000142492354, "n_datas": 28224000.0, "n_iterations": 55125.0, "time": 1654856704.0, "time_backward": 0.0, "time_data": 0.011865832842886448, "time_forward": 0.0, "train_grad_norm": 0.12368270009756088, "train_loss_TCO-iter=1": 0.030095726251602173, "train_loss_TCO-iter=1-init=random": 0.030095726251602173, "train_loss_total": 0.22249779105186462, "train_loss_views_confidence": 0.22249779105186462, "train_time_backward": 0.0, "train_time_data": 0.011865832842886448, "train_time_forward": 0.0, "train_time_iter": 0.669961154460907, "train_time_render": 0.31327328085899353, "epoch": 245, "has_visualization": false} {"cpu_memory": 33.20490646362305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12347115576267242, "grad_norm_std": 0.01083291880786419, "learning_rate": 0.0003000000142492354, "n_datas": 28339200.0, "n_iterations": 55350.0, "time": 1654856832.0, "time_backward": 0.0, "time_data": 0.006174467504024506, "time_forward": 0.0, "train_grad_norm": 0.12347115576267242, "train_loss_TCO-iter=1": 0.030152831226587296, "train_loss_TCO-iter=1-init=random": 0.030152831226587296, "train_loss_total": 0.22264869511127472, "train_loss_views_confidence": 0.22264869511127472, "train_time_backward": 0.0, "train_time_data": 0.006174467504024506, "train_time_forward": 0.0, "train_time_iter": 0.672987699508667, "train_time_render": 0.31419163942337036, "epoch": 246, "has_visualization": false} {"cpu_memory": 33.21045684814453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546661376953125, "grad_norm": 0.12445848435163498, "grad_norm_std": 0.011295811273157597, "learning_rate": 0.0003000000142492354, "n_datas": 28454400.0, "n_iterations": 55575.0, "time": 1654857088.0, "time_backward": 0.0, "time_data": 0.006221114192157984, "time_forward": 0.0, "train_grad_norm": 0.12445848435163498, "train_loss_TCO-iter=1": 0.030060792341828346, "train_loss_TCO-iter=1-init=random": 0.030060792341828346, "train_loss_total": 0.22202502191066742, "train_loss_views_confidence": 0.22202502191066742, "train_time_backward": 0.0, "train_time_data": 0.006221114192157984, "train_time_forward": 0.0, "train_time_iter": 0.654467761516571, "train_time_render": 0.3122599124908447, "epoch": 247, "has_visualization": false} {"cpu_memory": 33.21609115600586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546661376953125, "grad_norm": 0.12422820180654526, "grad_norm_std": 0.010774806141853333, "learning_rate": 0.0003000000142492354, "n_datas": 28569600.0, "n_iterations": 55800.0, "time": 1654857088.0, "time_backward": 0.0, "time_data": 0.006146485451608896, "time_forward": 0.0, "train_grad_norm": 0.12422820180654526, "train_loss_TCO-iter=1": 0.030065475031733513, "train_loss_TCO-iter=1-init=random": 0.030065475031733513, "train_loss_total": 0.22123056650161743, "train_loss_views_confidence": 0.22123056650161743, "train_time_backward": 0.0, "train_time_data": 0.006146485451608896, "train_time_forward": 0.0, "train_time_iter": 0.6521784067153931, "train_time_render": 0.31243523955345154, "epoch": 248, "has_visualization": false} {"cpu_memory": 33.22471618652344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546844482421875, "grad_norm": 0.1238597109913826, "grad_norm_std": 0.01110722217708826, "learning_rate": 0.0003000000142492354, "n_datas": 28684800.0, "n_iterations": 56025.0, "time": 1654857216.0, "time_backward": 0.0, "time_data": 0.006139918230473995, "time_forward": 0.0, "train_grad_norm": 0.1238597109913826, "train_loss_TCO-iter=1": 0.030097389593720436, "train_loss_TCO-iter=1-init=random": 0.030097389593720436, "train_loss_total": 0.2211848795413971, "train_loss_views_confidence": 0.2211848795413971, "train_time_backward": 0.0, "train_time_data": 0.006139918230473995, "train_time_forward": 0.0, "train_time_iter": 0.6726270914077759, "train_time_render": 0.31290608644485474, "epoch": 249, "has_visualization": false} {"cpu_memory": 33.23093032836914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546844482421875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 28800000.0, "n_iterations": 56250.0, "time": 1654857472.0, "time_backward": 0.0, "time_data": 0.006108313798904419, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030192963778972626, "train_loss_TCO-iter=1-init=random": 0.030192963778972626, "train_loss_total": 0.22202467918395996, "train_loss_views_confidence": 0.22202467918395996, "train_time_backward": 0.0, "train_time_data": 0.006108313798904419, "train_time_forward": 0.0, "train_time_iter": 0.650638997554779, "train_time_render": 0.3124392032623291, "epoch": 250, "has_visualization": false} {"cpu_memory": 33.234615325927734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5469970703125, "grad_norm": 0.12220262736082077, "grad_norm_std": 0.009818121790885925, "learning_rate": 0.0003000000142492354, "n_datas": 28915200.0, "n_iterations": 56475.0, "time": 1654857600.0, "time_backward": 0.0, "time_data": 0.006168954540044069, "time_forward": 0.0, "train_grad_norm": 0.12220262736082077, "train_loss_TCO-iter=1": 0.030107513070106506, "train_loss_TCO-iter=1-init=random": 0.030107513070106506, "train_loss_total": 0.22123867273330688, "train_loss_views_confidence": 0.22123867273330688, "train_time_backward": 0.0, "train_time_data": 0.006168954540044069, "train_time_forward": 0.0, "train_time_iter": 0.6631470918655396, "train_time_render": 0.312828004360199, "epoch": 251, "has_visualization": false} {"cpu_memory": 33.23774719238281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54705810546875, "grad_norm": 0.1227511316537857, "grad_norm_std": 0.009985108859837055, "learning_rate": 0.0003000000142492354, "n_datas": 29030400.0, "n_iterations": 56700.0, "time": 1654857728.0, "time_backward": 0.0, "time_data": 0.006269889883697033, "time_forward": 0.0, "train_grad_norm": 0.1227511316537857, "train_loss_TCO-iter=1": 0.03009748086333275, "train_loss_TCO-iter=1-init=random": 0.03009748086333275, "train_loss_total": 0.22147852182388306, "train_loss_views_confidence": 0.22147852182388306, "train_time_backward": 0.0, "train_time_data": 0.006269889883697033, "train_time_forward": 0.0, "train_time_iter": 0.653221070766449, "train_time_render": 0.3131105303764343, "epoch": 252, "has_visualization": false} {"cpu_memory": 33.24440002441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54705810546875, "grad_norm": 0.12388709932565689, "grad_norm_std": 0.01111389696598053, "learning_rate": 0.0003000000142492354, "n_datas": 29145600.0, "n_iterations": 56925.0, "time": 1654857856.0, "time_backward": 0.0, "time_data": 0.006021558307111263, "time_forward": 0.0, "train_grad_norm": 0.12388709932565689, "train_loss_TCO-iter=1": 0.030147677287459373, "train_loss_TCO-iter=1-init=random": 0.030147677287459373, "train_loss_total": 0.2211933135986328, "train_loss_views_confidence": 0.2211933135986328, "train_time_backward": 0.0, "train_time_data": 0.006021558307111263, "train_time_forward": 0.0, "train_time_iter": 0.6581970453262329, "train_time_render": 0.3131905794143677, "epoch": 253, "has_visualization": false} {"cpu_memory": 33.246742248535156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54705810546875, "grad_norm": 0.12374609708786011, "grad_norm_std": 0.010543348267674446, "learning_rate": 0.0003000000142492354, "n_datas": 29260800.0, "n_iterations": 57150.0, "time": 1654857984.0, "time_backward": 0.0, "time_data": 0.006285442970693111, "time_forward": 0.0, "train_grad_norm": 0.12374609708786011, "train_loss_TCO-iter=1": 0.030054744333028793, "train_loss_TCO-iter=1-init=random": 0.030054744333028793, "train_loss_total": 0.21995294094085693, "train_loss_views_confidence": 0.21995294094085693, "train_time_backward": 0.0, "train_time_data": 0.006285442970693111, "train_time_forward": 0.0, "train_time_iter": 0.657204270362854, "train_time_render": 0.3121090829372406, "epoch": 254, "has_visualization": false} {"cpu_memory": 33.251190185546875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547119140625, "grad_norm": 0.1219363585114479, "grad_norm_std": 0.010070725344121456, "learning_rate": 0.0003000000142492354, "n_datas": 29376000.0, "n_iterations": 57375.0, "time": 1654857984.0, "time_backward": 0.0, "time_data": 0.0061563835479319096, "time_forward": 0.0, "train_grad_norm": 0.1219363585114479, "train_loss_TCO-iter=1": 0.03013976849615574, "train_loss_TCO-iter=1-init=random": 0.03013976849615574, "train_loss_total": 0.2226227968931198, "train_loss_views_confidence": 0.2226227968931198, "train_time_backward": 0.0, "train_time_data": 0.0061563835479319096, "train_time_forward": 0.0, "train_time_iter": 0.6548244953155518, "train_time_render": 0.3131100535392761, "epoch": 255, "has_visualization": false} {"cpu_memory": 33.25577163696289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547119140625, "grad_norm": 0.12508532404899597, "grad_norm_std": 0.010883494280278683, "learning_rate": 0.0003000000142492354, "n_datas": 29491200.0, "n_iterations": 57600.0, "time": 1654858368.0, "time_backward": 0.0, "time_data": 0.006358067039400339, "time_forward": 0.0, "train_grad_norm": 0.12508532404899597, "train_loss_TCO-iter=1": 0.030207213014364243, "train_loss_TCO-iter=1-init=random": 0.030207213014364243, "train_loss_total": 0.22102834284305573, "train_loss_views_confidence": 0.22102834284305573, "train_time_backward": 0.0, "train_time_data": 0.006358067039400339, "train_time_forward": 0.0, "train_time_iter": 0.6626514196395874, "train_time_render": 0.31327003240585327, "epoch": 256, "has_visualization": false} {"cpu_memory": 33.26423645019531, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547119140625, "grad_norm": 0.12355099618434906, "grad_norm_std": 0.011753290891647339, "learning_rate": 0.0003000000142492354, "n_datas": 29606400.0, "n_iterations": 57825.0, "time": 1654858368.0, "time_backward": 0.0, "time_data": 0.006143773440271616, "time_forward": 0.0, "train_grad_norm": 0.12355099618434906, "train_loss_TCO-iter=1": 0.030010584741830826, "train_loss_TCO-iter=1-init=random": 0.030010584741830826, "train_loss_total": 0.220945343375206, "train_loss_views_confidence": 0.220945343375206, "train_time_backward": 0.0, "train_time_data": 0.006143773440271616, "train_time_forward": 0.0, "train_time_iter": 0.645263135433197, "train_time_render": 0.3117988109588623, "epoch": 257, "has_visualization": false} {"cpu_memory": 33.27021026611328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.12303093075752258, "grad_norm_std": 0.00952780432999134, "learning_rate": 0.0003000000142492354, "n_datas": 29721600.0, "n_iterations": 58050.0, "time": 1654858624.0, "time_backward": 0.0, "time_data": 0.006138928234577179, "time_forward": 0.0, "train_grad_norm": 0.12303093075752258, "train_loss_TCO-iter=1": 0.030086124315857887, "train_loss_TCO-iter=1-init=random": 0.030086124315857887, "train_loss_total": 0.22103436291217804, "train_loss_views_confidence": 0.22103436291217804, "train_time_backward": 0.0, "train_time_data": 0.006138928234577179, "train_time_forward": 0.0, "train_time_iter": 0.6583313345909119, "train_time_render": 0.31333765387535095, "epoch": 258, "has_visualization": false} {"cpu_memory": 33.276737213134766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.12387103587388992, "grad_norm_std": 0.010664422996342182, "learning_rate": 0.0003000000142492354, "n_datas": 29836800.0, "n_iterations": 58275.0, "time": 1654858752.0, "time_backward": 0.0, "time_data": 0.006218264810740948, "time_forward": 0.0, "train_grad_norm": 0.12387103587388992, "train_loss_TCO-iter=1": 0.030181698501110077, "train_loss_TCO-iter=1-init=random": 0.030181698501110077, "train_loss_total": 0.22122272849082947, "train_loss_views_confidence": 0.22122272849082947, "train_time_backward": 0.0, "train_time_data": 0.006218264810740948, "train_time_forward": 0.0, "train_time_iter": 0.649289608001709, "train_time_render": 0.3126140832901001, "epoch": 259, "has_visualization": false} {"cpu_memory": 33.284645080566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.12285231798887253, "grad_norm_std": 0.010762111283838749, "learning_rate": 0.0003000000142492354, "n_datas": 29952000.0, "n_iterations": 58500.0, "time": 1654858880.0, "time_backward": 0.0, "time_data": 0.006204818841069937, "time_forward": 0.0, "train_grad_norm": 0.12285231798887253, "train_loss_TCO-iter=1": 0.03014190122485161, "train_loss_TCO-iter=1-init=random": 0.03014190122485161, "train_loss_total": 0.22112105786800385, "train_loss_views_confidence": 0.22112105786800385, "train_time_backward": 0.0, "train_time_data": 0.006204818841069937, "train_time_forward": 0.0, "train_time_iter": 0.6626430749893188, "train_time_render": 0.31212317943573, "epoch": 260, "has_visualization": false} {"cpu_memory": 33.291717529296875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 30067200.0, "n_iterations": 58725.0, "time": 1654859136.0, "time_backward": 0.0, "time_data": 0.006195572204887867, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030164651572704315, "train_loss_TCO-iter=1-init=random": 0.030164651572704315, "train_loss_total": 0.21918624639511108, "train_loss_views_confidence": 0.21918624639511108, "train_time_backward": 0.0, "train_time_data": 0.006195572204887867, "train_time_forward": 0.0, "train_time_iter": 0.6661862730979919, "train_time_render": 0.3142980933189392, "epoch": 261, "has_visualization": false} {"cpu_memory": 33.296852111816406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.12324754148721695, "grad_norm_std": 0.010393808595836163, "learning_rate": 0.0003000000142492354, "n_datas": 30182400.0, "n_iterations": 58950.0, "time": 1654859264.0, "time_backward": 0.0, "time_data": 0.006309462711215019, "time_forward": 0.0, "train_grad_norm": 0.12324754148721695, "train_loss_TCO-iter=1": 0.030092043802142143, "train_loss_TCO-iter=1-init=random": 0.030092043802142143, "train_loss_total": 0.22069142758846283, "train_loss_views_confidence": 0.22069142758846283, "train_time_backward": 0.0, "train_time_data": 0.006309462711215019, "train_time_forward": 0.0, "train_time_iter": 0.6618167161941528, "train_time_render": 0.31292861700057983, "epoch": 262, "has_visualization": false} {"cpu_memory": 33.29985809326172, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 30297600.0, "n_iterations": 59175.0, "time": 1654859520.0, "time_backward": 0.0, "time_data": 0.006223106756806374, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030021432787179947, "train_loss_TCO-iter=1-init=random": 0.030021432787179947, "train_loss_total": 0.22037415206432343, "train_loss_views_confidence": 0.22037415206432343, "train_time_backward": 0.0, "train_time_data": 0.006223106756806374, "train_time_forward": 0.0, "train_time_iter": 0.6494864821434021, "train_time_render": 0.3128105103969574, "epoch": 263, "has_visualization": false} {"cpu_memory": 33.30504608154297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.12317406386137009, "grad_norm_std": 0.00945738609880209, "learning_rate": 0.0003000000142492354, "n_datas": 30412800.0, "n_iterations": 59400.0, "time": 1654859520.0, "time_backward": 0.0, "time_data": 0.00625198520720005, "time_forward": 0.0, "train_grad_norm": 0.12317406386137009, "train_loss_TCO-iter=1": 0.03008744679391384, "train_loss_TCO-iter=1-init=random": 0.03008744679391384, "train_loss_total": 0.22076666355133057, "train_loss_views_confidence": 0.22076666355133057, "train_time_backward": 0.0, "train_time_data": 0.00625198520720005, "train_time_forward": 0.0, "train_time_iter": 0.6636370420455933, "train_time_render": 0.31282857060432434, "epoch": 264, "has_visualization": false} {"cpu_memory": 33.308746337890625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54742431640625, "grad_norm": 0.12362755089998245, "grad_norm_std": 0.011656488291919231, "learning_rate": 0.0003000000142492354, "n_datas": 30528000.0, "n_iterations": 59625.0, "time": 1654859648.0, "time_backward": 0.0, "time_data": 0.00624936493113637, "time_forward": 0.0, "train_grad_norm": 0.12362755089998245, "train_loss_TCO-iter=1": 0.0300983227789402, "train_loss_TCO-iter=1-init=random": 0.0300983227789402, "train_loss_total": 0.22063378989696503, "train_loss_views_confidence": 0.22063378989696503, "train_time_backward": 0.0, "train_time_data": 0.00624936493113637, "train_time_forward": 0.0, "train_time_iter": 0.6535741090774536, "train_time_render": 0.3134218752384186, "epoch": 265, "has_visualization": false} {"cpu_memory": 33.31144714355469, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54742431640625, "grad_norm": 0.1251363456249237, "grad_norm_std": 0.01023528166115284, "learning_rate": 0.0003000000142492354, "n_datas": 30643200.0, "n_iterations": 59850.0, "time": 1654859776.0, "time_backward": 0.0, "time_data": 0.0061404407024383545, "time_forward": 0.0, "train_grad_norm": 0.1251363456249237, "train_loss_TCO-iter=1": 0.03016694262623787, "train_loss_TCO-iter=1-init=random": 0.03016694262623787, "train_loss_total": 0.21984590590000153, "train_loss_views_confidence": 0.21984590590000153, "train_time_backward": 0.0, "train_time_data": 0.0061404407024383545, "train_time_forward": 0.0, "train_time_iter": 0.6576976180076599, "train_time_render": 0.3125941753387451, "epoch": 266, "has_visualization": false} {"cpu_memory": 33.31836700439453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54754638671875, "grad_norm": 0.12359067052602768, "grad_norm_std": 0.012049779295921326, "learning_rate": 0.0003000000142492354, "n_datas": 30758400.0, "n_iterations": 60075.0, "time": 1654859904.0, "time_backward": 0.0, "time_data": 0.0061534978449344635, "time_forward": 0.0, "train_grad_norm": 0.12359067052602768, "train_loss_TCO-iter=1": 0.0300296563655138, "train_loss_TCO-iter=1-init=random": 0.0300296563655138, "train_loss_total": 0.22122064232826233, "train_loss_views_confidence": 0.22122064232826233, "train_time_backward": 0.0, "train_time_data": 0.0061534978449344635, "train_time_forward": 0.0, "train_time_iter": 0.6582601070404053, "train_time_render": 0.31232863664627075, "epoch": 267, "has_visualization": false} {"cpu_memory": 33.326019287109375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54754638671875, "grad_norm": 0.12334808707237244, "grad_norm_std": 0.01071356050670147, "learning_rate": 0.0003000000142492354, "n_datas": 30873600.0, "n_iterations": 60300.0, "time": 1654860032.0, "time_backward": 0.0, "time_data": 0.0061872368678450584, "time_forward": 0.0, "train_grad_norm": 0.12334808707237244, "train_loss_TCO-iter=1": 0.030054420232772827, "train_loss_TCO-iter=1-init=random": 0.030054420232772827, "train_loss_total": 0.219573974609375, "train_loss_views_confidence": 0.219573974609375, "train_time_backward": 0.0, "train_time_data": 0.0061872368678450584, "train_time_forward": 0.0, "train_time_iter": 0.6651226282119751, "train_time_render": 0.3126968741416931, "epoch": 268, "has_visualization": false} {"cpu_memory": 33.333251953125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54754638671875, "grad_norm": 0.12210806459188461, "grad_norm_std": 0.009610729292035103, "learning_rate": 0.0003000000142492354, "n_datas": 30988800.0, "n_iterations": 60525.0, "time": 1654860288.0, "time_backward": 0.0, "time_data": 0.006087945308536291, "time_forward": 0.0, "train_grad_norm": 0.12210806459188461, "train_loss_TCO-iter=1": 0.030024314299225807, "train_loss_TCO-iter=1-init=random": 0.030024314299225807, "train_loss_total": 0.21869847178459167, "train_loss_views_confidence": 0.21869847178459167, "train_time_backward": 0.0, "train_time_data": 0.006087945308536291, "train_time_forward": 0.0, "train_time_iter": 0.6585742831230164, "train_time_render": 0.31230971217155457, "epoch": 269, "has_visualization": false} {"cpu_memory": 33.341495513916016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54754638671875, "grad_norm": 0.12330828607082367, "grad_norm_std": 0.011462296359241009, "learning_rate": 0.0003000000142492354, "n_datas": 31104000.0, "n_iterations": 60750.0, "time": 1654860416.0, "time_backward": 0.0, "time_data": 0.006227766629308462, "time_forward": 0.0, "train_grad_norm": 0.12330828607082367, "train_loss_TCO-iter=1": 0.03006180375814438, "train_loss_TCO-iter=1-init=random": 0.03006180375814438, "train_loss_total": 0.21999423205852509, "train_loss_views_confidence": 0.21999423205852509, "train_time_backward": 0.0, "train_time_data": 0.006227766629308462, "train_time_forward": 0.0, "train_time_iter": 0.6609588861465454, "train_time_render": 0.313035249710083, "epoch": 270, "has_visualization": false} {"cpu_memory": 33.34836196899414, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12262748181819916, "grad_norm_std": 0.009899219498038292, "learning_rate": 0.0003000000142492354, "n_datas": 31219200.0, "n_iterations": 60975.0, "time": 1654860416.0, "time_backward": 0.0, "time_data": 0.006159168668091297, "time_forward": 0.0, "train_grad_norm": 0.12262748181819916, "train_loss_TCO-iter=1": 0.030038774013519287, "train_loss_TCO-iter=1-init=random": 0.030038774013519287, "train_loss_total": 0.21882039308547974, "train_loss_views_confidence": 0.21882039308547974, "train_time_backward": 0.0, "train_time_data": 0.006159168668091297, "train_time_forward": 0.0, "train_time_iter": 0.6525893807411194, "train_time_render": 0.3132270574569702, "epoch": 271, "has_visualization": false} {"cpu_memory": 33.35360336303711, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12301100790500641, "grad_norm_std": 0.01067862007766962, "learning_rate": 0.0003000000142492354, "n_datas": 31334400.0, "n_iterations": 61200.0, "time": 1654860672.0, "time_backward": 0.0, "time_data": 0.006278626155108213, "time_forward": 0.0, "train_grad_norm": 0.12301100790500641, "train_loss_TCO-iter=1": 0.03003540262579918, "train_loss_TCO-iter=1-init=random": 0.03003540262579918, "train_loss_total": 0.21923412382602692, "train_loss_views_confidence": 0.21923412382602692, "train_time_backward": 0.0, "train_time_data": 0.006278626155108213, "train_time_forward": 0.0, "train_time_iter": 0.6646950840950012, "train_time_render": 0.31331971287727356, "epoch": 272, "has_visualization": false} {"cpu_memory": 33.357234954833984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12283788621425629, "grad_norm_std": 0.010255346074700356, "learning_rate": 0.0003000000142492354, "n_datas": 31449600.0, "n_iterations": 61425.0, "time": 1654860800.0, "time_backward": 0.0, "time_data": 0.006252808030694723, "time_forward": 0.0, "train_grad_norm": 0.12283788621425629, "train_loss_TCO-iter=1": 0.030124884098768234, "train_loss_TCO-iter=1-init=random": 0.030124884098768234, "train_loss_total": 0.21941417455673218, "train_loss_views_confidence": 0.21941417455673218, "train_time_backward": 0.0, "train_time_data": 0.006252808030694723, "train_time_forward": 0.0, "train_time_iter": 0.6576704382896423, "train_time_render": 0.31269413232803345, "epoch": 273, "has_visualization": false} {"cpu_memory": 33.359519958496094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 31564800.0, "n_iterations": 61650.0, "time": 1654861184.0, "time_backward": 0.0, "time_data": 0.006188028957694769, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.030062690377235413, "train_loss_TCO-iter=1-init=random": 0.030062690377235413, "train_loss_total": 0.21892429888248444, "train_loss_views_confidence": 0.21892429888248444, "train_time_backward": 0.0, "train_time_data": 0.006188028957694769, "train_time_forward": 0.0, "train_time_iter": 0.6624778509140015, "train_time_render": 0.31404122710227966, "epoch": 274, "has_visualization": false} {"cpu_memory": 33.363182067871094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12038508802652359, "grad_norm_std": 0.009249144233763218, "learning_rate": 0.0003000000142492354, "n_datas": 31680000.0, "n_iterations": 61875.0, "time": 1654861184.0, "time_backward": 0.0, "time_data": 0.006273685488849878, "time_forward": 0.0, "train_grad_norm": 0.12038508802652359, "train_loss_TCO-iter=1": 0.029976479709148407, "train_loss_TCO-iter=1-init=random": 0.029976479709148407, "train_loss_total": 0.21982114017009735, "train_loss_views_confidence": 0.21982114017009735, "train_time_backward": 0.0, "train_time_data": 0.006273685488849878, "train_time_forward": 0.0, "train_time_iter": 0.6611926555633545, "train_time_render": 0.31262797117233276, "epoch": 275, "has_visualization": false} {"cpu_memory": 33.37006378173828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.1231047734618187, "grad_norm_std": 0.010595939122140408, "learning_rate": 0.0003000000142492354, "n_datas": 31795200.0, "n_iterations": 62100.0, "time": 1654861312.0, "time_backward": 0.0, "time_data": 0.006192760542035103, "time_forward": 0.0, "train_grad_norm": 0.1231047734618187, "train_loss_TCO-iter=1": 0.030041668564081192, "train_loss_TCO-iter=1-init=random": 0.030041668564081192, "train_loss_total": 0.2181200087070465, "train_loss_views_confidence": 0.2181200087070465, "train_time_backward": 0.0, "train_time_data": 0.006192760542035103, "train_time_forward": 0.0, "train_time_iter": 0.6674165725708008, "train_time_render": 0.31343919038772583, "epoch": 276, "has_visualization": false} {"cpu_memory": 33.37339782714844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.1215040385723114, "grad_norm_std": 0.009587602689862251, "learning_rate": 0.0003000000142492354, "n_datas": 31910400.0, "n_iterations": 62325.0, "time": 1654861568.0, "time_backward": 0.0, "time_data": 0.0061750104650855064, "time_forward": 0.0, "train_grad_norm": 0.1215040385723114, "train_loss_TCO-iter=1": 0.030099399387836456, "train_loss_TCO-iter=1-init=random": 0.030099399387836456, "train_loss_total": 0.21879884600639343, "train_loss_views_confidence": 0.21879884600639343, "train_time_backward": 0.0, "train_time_data": 0.0061750104650855064, "train_time_forward": 0.0, "train_time_iter": 0.6611237525939941, "train_time_render": 0.31334173679351807, "epoch": 277, "has_visualization": false} {"cpu_memory": 33.37828826904297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12243689596652985, "grad_norm_std": 0.009924476034939289, "learning_rate": 0.0003000000142492354, "n_datas": 32025600.0, "n_iterations": 62550.0, "time": 1654861568.0, "time_backward": 0.0, "time_data": 0.006118827499449253, "time_forward": 0.0, "train_grad_norm": 0.12243689596652985, "train_loss_TCO-iter=1": 0.03003779612481594, "train_loss_TCO-iter=1-init=random": 0.03003779612481594, "train_loss_total": 0.2182377129793167, "train_loss_views_confidence": 0.2182377129793167, "train_time_backward": 0.0, "train_time_data": 0.006118827499449253, "train_time_forward": 0.0, "train_time_iter": 0.6598687171936035, "train_time_render": 0.312279611825943, "epoch": 278, "has_visualization": false} {"cpu_memory": 33.385555267333984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12320613861083984, "grad_norm_std": 0.011081533506512642, "learning_rate": 0.0003000000142492354, "n_datas": 32140800.0, "n_iterations": 62775.0, "time": 1654861824.0, "time_backward": 0.0, "time_data": 0.006278651300817728, "time_forward": 0.0, "train_grad_norm": 0.12320613861083984, "train_loss_TCO-iter=1": 0.02995656244456768, "train_loss_TCO-iter=1-init=random": 0.02995656244456768, "train_loss_total": 0.2187328040599823, "train_loss_views_confidence": 0.2187328040599823, "train_time_backward": 0.0, "train_time_data": 0.006278651300817728, "train_time_forward": 0.0, "train_time_iter": 0.6569703817367554, "train_time_render": 0.31233394145965576, "epoch": 279, "has_visualization": false} {"cpu_memory": 33.39384460449219, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547607421875, "grad_norm": 0.12132550776004791, "grad_norm_std": 0.010170673951506615, "learning_rate": 0.0003000000142492354, "n_datas": 32256000.0, "n_iterations": 63000.0, "time": 1654861952.0, "time_backward": 0.0, "time_data": 0.00629611499607563, "time_forward": 0.0, "train_grad_norm": 0.12132550776004791, "train_loss_TCO-iter=1": 0.03006059303879738, "train_loss_TCO-iter=1-init=random": 0.03006059303879738, "train_loss_total": 0.21861352026462555, "train_loss_views_confidence": 0.21861352026462555, "train_time_backward": 0.0, "train_time_data": 0.00629611499607563, "train_time_forward": 0.0, "train_time_iter": 0.6586287021636963, "train_time_render": 0.3123113512992859, "epoch": 280, "has_visualization": false} {"cpu_memory": 33.40415573120117, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54766845703125, "grad_norm": 0.12301446497440338, "grad_norm_std": 0.010553206317126751, "learning_rate": 0.0003000000142492354, "n_datas": 32371200.0, "n_iterations": 63225.0, "time": 1654862080.0, "time_backward": 0.0, "time_data": 0.006370323710143566, "time_forward": 0.0, "train_grad_norm": 0.12301446497440338, "train_loss_TCO-iter=1": 0.030021993443369865, "train_loss_TCO-iter=1-init=random": 0.030021993443369865, "train_loss_total": 0.2174961119890213, "train_loss_views_confidence": 0.2174961119890213, "train_time_backward": 0.0, "train_time_data": 0.006370323710143566, "train_time_forward": 0.0, "train_time_iter": 0.6489338874816895, "train_time_render": 0.31258243322372437, "epoch": 281, "has_visualization": false} {"cpu_memory": 33.41019058227539, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54766845703125, "grad_norm": 0.12335681915283203, "grad_norm_std": 0.01085403561592102, "learning_rate": 0.0003000000142492354, "n_datas": 32486400.0, "n_iterations": 63450.0, "time": 1654862080.0, "time_backward": 0.0, "time_data": 0.006332568358629942, "time_forward": 0.0, "train_grad_norm": 0.12335681915283203, "train_loss_TCO-iter=1": 0.03004285879433155, "train_loss_TCO-iter=1-init=random": 0.03004285879433155, "train_loss_total": 0.21725063025951385, "train_loss_views_confidence": 0.21725063025951385, "train_time_backward": 0.0, "train_time_data": 0.006332568358629942, "train_time_forward": 0.0, "train_time_iter": 0.6638558506965637, "train_time_render": 0.3123268485069275, "epoch": 282, "has_visualization": false} {"cpu_memory": 33.41505813598633, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54766845703125, "grad_norm": 0.12157605588436127, "grad_norm_std": 0.010318801738321781, "learning_rate": 0.0003000000142492354, "n_datas": 32601600.0, "n_iterations": 63675.0, "time": 1654862336.0, "time_backward": 0.0, "time_data": 0.006120667327195406, "time_forward": 0.0, "train_grad_norm": 0.12157605588436127, "train_loss_TCO-iter=1": 0.02996107004582882, "train_loss_TCO-iter=1-init=random": 0.02996107004582882, "train_loss_total": 0.21810832619667053, "train_loss_views_confidence": 0.21810832619667053, "train_time_backward": 0.0, "train_time_data": 0.006120667327195406, "train_time_forward": 0.0, "train_time_iter": 0.6615734696388245, "train_time_render": 0.3130534291267395, "epoch": 283, "has_visualization": false} {"cpu_memory": 33.41767120361328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54766845703125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 32716800.0, "n_iterations": 63900.0, "time": 1654862464.0, "time_backward": 0.0, "time_data": 0.006126668304204941, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.03008280321955681, "train_loss_TCO-iter=1-init=random": 0.03008280321955681, "train_loss_total": 0.21732036769390106, "train_loss_views_confidence": 0.21732036769390106, "train_time_backward": 0.0, "train_time_data": 0.006126668304204941, "train_time_forward": 0.0, "train_time_iter": 0.6590536832809448, "train_time_render": 0.3130204677581787, "epoch": 284, "has_visualization": false} {"cpu_memory": 33.42121887207031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54766845703125, "grad_norm": 0.1241592988371849, "grad_norm_std": 0.011332876048982143, "learning_rate": 0.0003000000142492354, "n_datas": 32832000.0, "n_iterations": 64125.0, "time": 1654862720.0, "time_backward": 0.0, "time_data": 0.0063321590423583984, "time_forward": 0.0, "train_grad_norm": 0.1241592988371849, "train_loss_TCO-iter=1": 0.03004373423755169, "train_loss_TCO-iter=1-init=random": 0.03004373423755169, "train_loss_total": 0.21716637909412384, "train_loss_views_confidence": 0.21716637909412384, "train_time_backward": 0.0, "train_time_data": 0.0063321590423583984, "train_time_forward": 0.0, "train_time_iter": 0.6758238673210144, "train_time_render": 0.3130268156528473, "epoch": 285, "has_visualization": false} {"cpu_memory": 33.42439270019531, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54791259765625, "grad_norm": 0.12299647927284241, "grad_norm_std": 0.010070468299090862, "learning_rate": 0.0003000000142492354, "n_datas": 32947200.0, "n_iterations": 64350.0, "time": 1654862848.0, "time_backward": 0.0, "time_data": 0.012089959345757961, "time_forward": 0.0, "train_grad_norm": 0.12299647927284241, "train_loss_TCO-iter=1": 0.030009005218744278, "train_loss_TCO-iter=1-init=random": 0.030009005218744278, "train_loss_total": 0.218299999833107, "train_loss_views_confidence": 0.218299999833107, "train_time_backward": 0.0, "train_time_data": 0.012089959345757961, "train_time_forward": 0.0, "train_time_iter": 0.6730644702911377, "train_time_render": 0.3119871914386749, "epoch": 286, "has_visualization": false} {"cpu_memory": 33.42948532104492, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54791259765625, "grad_norm": 0.12360002100467682, "grad_norm_std": 0.011059249751269817, "learning_rate": 0.0003000000142492354, "n_datas": 33062400.0, "n_iterations": 64575.0, "time": 1654862976.0, "time_backward": 0.0, "time_data": 0.0062858895398676395, "time_forward": 0.0, "train_grad_norm": 0.12360002100467682, "train_loss_TCO-iter=1": 0.029989978298544884, "train_loss_TCO-iter=1-init=random": 0.029989978298544884, "train_loss_total": 0.21747569739818573, "train_loss_views_confidence": 0.21747569739818573, "train_time_backward": 0.0, "train_time_data": 0.0062858895398676395, "train_time_forward": 0.0, "train_time_iter": 0.6590120792388916, "train_time_render": 0.3127519190311432, "epoch": 287, "has_visualization": false} {"cpu_memory": 33.43456268310547, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54791259765625, "grad_norm": 0.12148173898458481, "grad_norm_std": 0.009966451674699783, "learning_rate": 0.0003000000142492354, "n_datas": 33177600.0, "n_iterations": 64800.0, "time": 1654863232.0, "time_backward": 0.0, "time_data": 0.006242603994905949, "time_forward": 0.0, "train_grad_norm": 0.12148173898458481, "train_loss_TCO-iter=1": 0.02996838092803955, "train_loss_TCO-iter=1-init=random": 0.02996838092803955, "train_loss_total": 0.21746253967285156, "train_loss_views_confidence": 0.21746253967285156, "train_time_backward": 0.0, "train_time_data": 0.006242603994905949, "train_time_forward": 0.0, "train_time_iter": 0.6556280851364136, "train_time_render": 0.3118871748447418, "epoch": 288, "has_visualization": false} {"cpu_memory": 33.438262939453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12013576924800873, "grad_norm_std": 0.009572098031640053, "learning_rate": 0.0003000000142492354, "n_datas": 33292800.0, "n_iterations": 65025.0, "time": 1654863232.0, "time_backward": 0.0, "time_data": 0.0061974660493433475, "time_forward": 0.0, "train_grad_norm": 0.12013576924800873, "train_loss_TCO-iter=1": 0.029938939958810806, "train_loss_TCO-iter=1-init=random": 0.029938939958810806, "train_loss_total": 0.21680881083011627, "train_loss_views_confidence": 0.21680881083011627, "train_time_backward": 0.0, "train_time_data": 0.0061974660493433475, "train_time_forward": 0.0, "train_time_iter": 0.6560182571411133, "train_time_render": 0.3128901422023773, "epoch": 289, "has_visualization": false} {"cpu_memory": 33.44687271118164, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.1216161847114563, "grad_norm_std": 0.0092699583619833, "learning_rate": 0.0003000000142492354, "n_datas": 33408000.0, "n_iterations": 65250.0, "time": 1654863360.0, "time_backward": 0.0, "time_data": 0.006194284185767174, "time_forward": 0.0, "train_grad_norm": 0.1216161847114563, "train_loss_TCO-iter=1": 0.03002028539776802, "train_loss_TCO-iter=1-init=random": 0.03002028539776802, "train_loss_total": 0.21723556518554688, "train_loss_views_confidence": 0.21723556518554688, "train_time_backward": 0.0, "train_time_data": 0.006194284185767174, "train_time_forward": 0.0, "train_time_iter": 0.6627926826477051, "train_time_render": 0.3125791847705841, "epoch": 290, "has_visualization": false} {"cpu_memory": 33.4548454284668, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12323295325040817, "grad_norm_std": 0.010179085657000542, "learning_rate": 0.0003000000142492354, "n_datas": 33523200.0, "n_iterations": 65475.0, "time": 1654863616.0, "time_backward": 0.0, "time_data": 0.006208866834640503, "time_forward": 0.0, "train_grad_norm": 0.12323295325040817, "train_loss_TCO-iter=1": 0.030011791735887527, "train_loss_TCO-iter=1-init=random": 0.030011791735887527, "train_loss_total": 0.21653017401695251, "train_loss_views_confidence": 0.21653017401695251, "train_time_backward": 0.0, "train_time_data": 0.006208866834640503, "train_time_forward": 0.0, "train_time_iter": 0.6739199161529541, "train_time_render": 0.3133859634399414, "epoch": 291, "has_visualization": false} {"cpu_memory": 33.46515655517578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12154470384120941, "grad_norm_std": 0.011106478050351143, "learning_rate": 0.0003000000142492354, "n_datas": 33638400.0, "n_iterations": 65700.0, "time": 1654863744.0, "time_backward": 0.0, "time_data": 0.0062063164077699184, "time_forward": 0.0, "train_grad_norm": 0.12154470384120941, "train_loss_TCO-iter=1": 0.030051900073885918, "train_loss_TCO-iter=1-init=random": 0.030051900073885918, "train_loss_total": 0.21700234711170197, "train_loss_views_confidence": 0.21700234711170197, "train_time_backward": 0.0, "train_time_data": 0.0062063164077699184, "train_time_forward": 0.0, "train_time_iter": 0.6633914709091187, "train_time_render": 0.3129293620586395, "epoch": 292, "has_visualization": false} {"cpu_memory": 33.47618103027344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12216103076934814, "grad_norm_std": 0.0101180924102664, "learning_rate": 0.0003000000142492354, "n_datas": 33753600.0, "n_iterations": 65925.0, "time": 1654863872.0, "time_backward": 0.0, "time_data": 0.0063018519431352615, "time_forward": 0.0, "train_grad_norm": 0.12216103076934814, "train_loss_TCO-iter=1": 0.030022937804460526, "train_loss_TCO-iter=1-init=random": 0.030022937804460526, "train_loss_total": 0.2166995406150818, "train_loss_views_confidence": 0.2166995406150818, "train_time_backward": 0.0, "train_time_data": 0.0063018519431352615, "train_time_forward": 0.0, "train_time_iter": 0.6605486869812012, "train_time_render": 0.3144926428794861, "epoch": 293, "has_visualization": false} {"cpu_memory": 33.48088455200195, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12243673205375671, "grad_norm_std": 0.010417825542390347, "learning_rate": 0.0003000000142492354, "n_datas": 33868800.0, "n_iterations": 66150.0, "time": 1654864000.0, "time_backward": 0.0, "time_data": 0.006294202525168657, "time_forward": 0.0, "train_grad_norm": 0.12243673205375671, "train_loss_TCO-iter=1": 0.030057145282626152, "train_loss_TCO-iter=1-init=random": 0.030057145282626152, "train_loss_total": 0.21669483184814453, "train_loss_views_confidence": 0.21669483184814453, "train_time_backward": 0.0, "train_time_data": 0.006294202525168657, "train_time_forward": 0.0, "train_time_iter": 0.6643462181091309, "train_time_render": 0.3140311539173126, "epoch": 294, "has_visualization": false} {"cpu_memory": 33.483741760253906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12209317088127136, "grad_norm_std": 0.010945682413876057, "learning_rate": 0.0003000000142492354, "n_datas": 33984000.0, "n_iterations": 66375.0, "time": 1654864128.0, "time_backward": 0.0, "time_data": 0.006340854335576296, "time_forward": 0.0, "train_grad_norm": 0.12209317088127136, "train_loss_TCO-iter=1": 0.02997559681534767, "train_loss_TCO-iter=1-init=random": 0.02997559681534767, "train_loss_total": 0.21659505367279053, "train_loss_views_confidence": 0.21659505367279053, "train_time_backward": 0.0, "train_time_data": 0.006340854335576296, "train_time_forward": 0.0, "train_time_iter": 0.6681868433952332, "train_time_render": 0.31244251132011414, "epoch": 295, "has_visualization": false} {"cpu_memory": 33.48666763305664, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12251947820186615, "grad_norm_std": 0.010420291684567928, "learning_rate": 0.0003000000142492354, "n_datas": 34099200.0, "n_iterations": 66600.0, "time": 1654864384.0, "time_backward": 0.0, "time_data": 0.006291246507316828, "time_forward": 0.0, "train_grad_norm": 0.12251947820186615, "train_loss_TCO-iter=1": 0.03001982904970646, "train_loss_TCO-iter=1-init=random": 0.03001982904970646, "train_loss_total": 0.21713995933532715, "train_loss_views_confidence": 0.21713995933532715, "train_time_backward": 0.0, "train_time_data": 0.006291246507316828, "train_time_forward": 0.0, "train_time_iter": 0.6737363934516907, "train_time_render": 0.3132534921169281, "epoch": 296, "has_visualization": false} {"cpu_memory": 33.488990783691406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12199600785970688, "grad_norm_std": 0.010196220129728317, "learning_rate": 0.0003000000142492354, "n_datas": 34214400.0, "n_iterations": 66825.0, "time": 1654864512.0, "time_backward": 0.0, "time_data": 0.006306102033704519, "time_forward": 0.0, "train_grad_norm": 0.12199600785970688, "train_loss_TCO-iter=1": 0.03002323769032955, "train_loss_TCO-iter=1-init=random": 0.03002323769032955, "train_loss_total": 0.21714632213115692, "train_loss_views_confidence": 0.21714632213115692, "train_time_backward": 0.0, "train_time_data": 0.006306102033704519, "train_time_forward": 0.0, "train_time_iter": 0.6619154810905457, "train_time_render": 0.31276559829711914, "epoch": 297, "has_visualization": false} {"cpu_memory": 33.49386215209961, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12000633776187897, "grad_norm_std": 0.009580702520906925, "learning_rate": 0.0003000000142492354, "n_datas": 34329600.0, "n_iterations": 67050.0, "time": 1654864512.0, "time_backward": 0.0, "time_data": 0.006219850853085518, "time_forward": 0.0, "train_grad_norm": 0.12000633776187897, "train_loss_TCO-iter=1": 0.029931483790278435, "train_loss_TCO-iter=1-init=random": 0.029931483790278435, "train_loss_total": 0.21695861220359802, "train_loss_views_confidence": 0.21695861220359802, "train_time_backward": 0.0, "train_time_data": 0.006219850853085518, "train_time_forward": 0.0, "train_time_iter": 0.6633434891700745, "train_time_render": 0.31338393688201904, "epoch": 298, "has_visualization": false} {"cpu_memory": 33.49769592285156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12282615154981613, "grad_norm_std": 0.009519791230559349, "learning_rate": 0.0003000000142492354, "n_datas": 34444800.0, "n_iterations": 67275.0, "time": 1654864768.0, "time_backward": 0.0, "time_data": 0.006315417587757111, "time_forward": 0.0, "train_grad_norm": 0.12282615154981613, "train_loss_TCO-iter=1": 0.029996994882822037, "train_loss_TCO-iter=1-init=random": 0.029996994882822037, "train_loss_total": 0.21672943234443665, "train_loss_views_confidence": 0.21672943234443665, "train_time_backward": 0.0, "train_time_data": 0.006315417587757111, "train_time_forward": 0.0, "train_time_iter": 0.6631946563720703, "train_time_render": 0.3122493624687195, "epoch": 299, "has_visualization": false} {"cpu_memory": 33.502838134765625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12154170125722885, "grad_norm_std": 0.010304676368832588, "learning_rate": 0.0003000000142492354, "n_datas": 34560000.0, "n_iterations": 67500.0, "time": 1654864896.0, "time_backward": 0.0, "time_data": 0.00611835764721036, "time_forward": 0.0, "train_grad_norm": 0.12154170125722885, "train_loss_TCO-iter=1": 0.029918139800429344, "train_loss_TCO-iter=1-init=random": 0.029918139800429344, "train_loss_total": 0.21675050258636475, "train_loss_views_confidence": 0.21675050258636475, "train_time_backward": 0.0, "train_time_data": 0.00611835764721036, "train_time_forward": 0.0, "train_time_iter": 0.6458110809326172, "train_time_render": 0.31239622831344604, "epoch": 300, "has_visualization": false} {"cpu_memory": 33.50941467285156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12124394625425339, "grad_norm_std": 0.009782944805920124, "learning_rate": 0.0003000000142492354, "n_datas": 34675200.0, "n_iterations": 67725.0, "time": 1654865024.0, "time_backward": 0.0, "time_data": 0.006457373965531588, "time_forward": 0.0, "train_grad_norm": 0.12124394625425339, "train_loss_TCO-iter=1": 0.029906490817666054, "train_loss_TCO-iter=1-init=random": 0.029906490817666054, "train_loss_total": 0.21542567014694214, "train_loss_views_confidence": 0.21542567014694214, "train_time_backward": 0.0, "train_time_data": 0.006457373965531588, "train_time_forward": 0.0, "train_time_iter": 0.6630091667175293, "train_time_render": 0.3127996027469635, "epoch": 301, "has_visualization": false} {"cpu_memory": 33.51835632324219, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 34790400.0, "n_iterations": 67950.0, "time": 1654865280.0, "time_backward": 0.0, "time_data": 0.006189714185893536, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029969004914164543, "train_loss_TCO-iter=1-init=random": 0.029969004914164543, "train_loss_total": 0.21628601849079132, "train_loss_views_confidence": 0.21628601849079132, "train_time_backward": 0.0, "train_time_data": 0.006189714185893536, "train_time_forward": 0.0, "train_time_iter": 0.6690188050270081, "train_time_render": 0.3144528567790985, "epoch": 302, "has_visualization": false} {"cpu_memory": 33.527462005615234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 34905600.0, "n_iterations": 68175.0, "time": 1654865408.0, "time_backward": 0.0, "time_data": 0.006289082579314709, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029978148639202118, "train_loss_TCO-iter=1-init=random": 0.029978148639202118, "train_loss_total": 0.21534574031829834, "train_loss_views_confidence": 0.21534574031829834, "train_time_backward": 0.0, "train_time_data": 0.006289082579314709, "train_time_forward": 0.0, "train_time_iter": 0.6557365655899048, "train_time_render": 0.3130616843700409, "epoch": 303, "has_visualization": false} {"cpu_memory": 33.53861999511719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.11976946145296097, "grad_norm_std": 0.009270518086850643, "learning_rate": 0.0003000000142492354, "n_datas": 35020800.0, "n_iterations": 68400.0, "time": 1654865664.0, "time_backward": 0.0, "time_data": 0.006235373206436634, "time_forward": 0.0, "train_grad_norm": 0.11976946145296097, "train_loss_TCO-iter=1": 0.030011463910341263, "train_loss_TCO-iter=1-init=random": 0.030011463910341263, "train_loss_total": 0.21572604775428772, "train_loss_views_confidence": 0.21572604775428772, "train_time_backward": 0.0, "train_time_data": 0.006235373206436634, "train_time_forward": 0.0, "train_time_iter": 0.6686542630195618, "train_time_render": 0.31319859623908997, "epoch": 304, "has_visualization": false} {"cpu_memory": 33.54441833496094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12290876358747482, "grad_norm_std": 0.010523698292672634, "learning_rate": 0.0003000000142492354, "n_datas": 35136000.0, "n_iterations": 68625.0, "time": 1654865664.0, "time_backward": 0.0, "time_data": 0.0063439239747822285, "time_forward": 0.0, "train_grad_norm": 0.12290876358747482, "train_loss_TCO-iter=1": 0.02998361736536026, "train_loss_TCO-iter=1-init=random": 0.02998361736536026, "train_loss_total": 0.21565654873847961, "train_loss_views_confidence": 0.21565654873847961, "train_time_backward": 0.0, "train_time_data": 0.0063439239747822285, "train_time_forward": 0.0, "train_time_iter": 0.6570501327514648, "train_time_render": 0.3136277198791504, "epoch": 305, "has_visualization": false} {"cpu_memory": 33.549652099609375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.1212669089436531, "grad_norm_std": 0.00939885526895523, "learning_rate": 0.0003000000142492354, "n_datas": 35251200.0, "n_iterations": 68850.0, "time": 1654865792.0, "time_backward": 0.0, "time_data": 0.006293352693319321, "time_forward": 0.0, "train_grad_norm": 0.1212669089436531, "train_loss_TCO-iter=1": 0.02989363856613636, "train_loss_TCO-iter=1-init=random": 0.02989363856613636, "train_loss_total": 0.21560657024383545, "train_loss_views_confidence": 0.21560657024383545, "train_time_backward": 0.0, "train_time_data": 0.006293352693319321, "train_time_forward": 0.0, "train_time_iter": 0.6646929979324341, "train_time_render": 0.3135702311992645, "epoch": 306, "has_visualization": false} {"cpu_memory": 33.55299377441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12139088660478592, "grad_norm_std": 0.010489904321730137, "learning_rate": 0.0003000000142492354, "n_datas": 35366400.0, "n_iterations": 69075.0, "time": 1654866048.0, "time_backward": 0.0, "time_data": 0.006258560810238123, "time_forward": 0.0, "train_grad_norm": 0.12139088660478592, "train_loss_TCO-iter=1": 0.03000539541244507, "train_loss_TCO-iter=1-init=random": 0.03000539541244507, "train_loss_total": 0.21595753729343414, "train_loss_views_confidence": 0.21595753729343414, "train_time_backward": 0.0, "train_time_data": 0.006258560810238123, "train_time_forward": 0.0, "train_time_iter": 0.661475658416748, "train_time_render": 0.31278467178344727, "epoch": 307, "has_visualization": false} {"cpu_memory": 33.55526351928711, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.120711550116539, "grad_norm_std": 0.010110012255609035, "learning_rate": 0.0003000000142492354, "n_datas": 35481600.0, "n_iterations": 69300.0, "time": 1654866176.0, "time_backward": 0.0, "time_data": 0.006292041856795549, "time_forward": 0.0, "train_grad_norm": 0.120711550116539, "train_loss_TCO-iter=1": 0.03000601753592491, "train_loss_TCO-iter=1-init=random": 0.03000601753592491, "train_loss_total": 0.21618492901325226, "train_loss_views_confidence": 0.21618492901325226, "train_time_backward": 0.0, "train_time_data": 0.006292041856795549, "train_time_forward": 0.0, "train_time_iter": 0.6641496419906616, "train_time_render": 0.3134339153766632, "epoch": 308, "has_visualization": false} {"cpu_memory": 33.55900573730469, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.1201382726430893, "grad_norm_std": 0.010200431570410728, "learning_rate": 0.0003000000142492354, "n_datas": 35596800.0, "n_iterations": 69525.0, "time": 1654866176.0, "time_backward": 0.0, "time_data": 0.006150772795081139, "time_forward": 0.0, "train_grad_norm": 0.1201382726430893, "train_loss_TCO-iter=1": 0.02997811883687973, "train_loss_TCO-iter=1-init=random": 0.02997811883687973, "train_loss_total": 0.2146396040916443, "train_loss_views_confidence": 0.2146396040916443, "train_time_backward": 0.0, "train_time_data": 0.006150772795081139, "train_time_forward": 0.0, "train_time_iter": 0.6688523292541504, "train_time_render": 0.3131878972053528, "epoch": 309, "has_visualization": false} {"cpu_memory": 33.56507110595703, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5479736328125, "grad_norm": 0.12142607569694519, "grad_norm_std": 0.010700642131268978, "learning_rate": 0.0003000000142492354, "n_datas": 35712000.0, "n_iterations": 69750.0, "time": 1654866432.0, "time_backward": 0.0, "time_data": 0.0063466718420386314, "time_forward": 0.0, "train_grad_norm": 0.12142607569694519, "train_loss_TCO-iter=1": 0.030001170933246613, "train_loss_TCO-iter=1-init=random": 0.030001170933246613, "train_loss_total": 0.21629716455936432, "train_loss_views_confidence": 0.21629716455936432, "train_time_backward": 0.0, "train_time_data": 0.0063466718420386314, "train_time_forward": 0.0, "train_time_iter": 0.642129123210907, "train_time_render": 0.31218966841697693, "epoch": 310, "has_visualization": false} {"cpu_memory": 33.57011413574219, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.12137569487094879, "grad_norm_std": 0.010972495190799236, "learning_rate": 0.0003000000142492354, "n_datas": 35827200.0, "n_iterations": 69975.0, "time": 1654866560.0, "time_backward": 0.0, "time_data": 0.006227053236216307, "time_forward": 0.0, "train_grad_norm": 0.12137569487094879, "train_loss_TCO-iter=1": 0.029937613755464554, "train_loss_TCO-iter=1-init=random": 0.029937613755464554, "train_loss_total": 0.21544097363948822, "train_loss_views_confidence": 0.21544097363948822, "train_time_backward": 0.0, "train_time_data": 0.006227053236216307, "train_time_forward": 0.0, "train_time_iter": 0.6563958525657654, "train_time_render": 0.3121911883354187, "epoch": 311, "has_visualization": false} {"cpu_memory": 33.57938766479492, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5482177734375, "grad_norm": 0.12087547034025192, "grad_norm_std": 0.009323349222540855, "learning_rate": 0.0003000000142492354, "n_datas": 35942400.0, "n_iterations": 70200.0, "time": 1654866560.0, "time_backward": 0.0, "time_data": 0.006249294616281986, "time_forward": 0.0, "train_grad_norm": 0.12087547034025192, "train_loss_TCO-iter=1": 0.029936013743281364, "train_loss_TCO-iter=1-init=random": 0.029936013743281364, "train_loss_total": 0.21522045135498047, "train_loss_views_confidence": 0.21522045135498047, "train_time_backward": 0.0, "train_time_data": 0.006249294616281986, "train_time_forward": 0.0, "train_time_iter": 0.6680999994277954, "train_time_render": 0.3126051127910614, "epoch": 312, "has_visualization": false} {"cpu_memory": 33.586490631103516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5482177734375, "grad_norm": 0.12274299561977386, "grad_norm_std": 0.010503108613193035, "learning_rate": 0.0003000000142492354, "n_datas": 36057600.0, "n_iterations": 70425.0, "time": 1654866944.0, "time_backward": 0.0, "time_data": 0.006175225134938955, "time_forward": 0.0, "train_grad_norm": 0.12274299561977386, "train_loss_TCO-iter=1": 0.02997070550918579, "train_loss_TCO-iter=1-init=random": 0.02997070550918579, "train_loss_total": 0.2149992138147354, "train_loss_views_confidence": 0.2149992138147354, "train_time_backward": 0.0, "train_time_data": 0.006175225134938955, "train_time_forward": 0.0, "train_time_iter": 0.660187304019928, "train_time_render": 0.3136748969554901, "epoch": 313, "has_visualization": false} {"cpu_memory": 33.59744644165039, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.1215488538146019, "grad_norm_std": 0.011038495227694511, "learning_rate": 0.0003000000142492354, "n_datas": 36172800.0, "n_iterations": 70650.0, "time": 1654867072.0, "time_backward": 0.0, "time_data": 0.006221918389201164, "time_forward": 0.0, "train_grad_norm": 0.1215488538146019, "train_loss_TCO-iter=1": 0.02996567264199257, "train_loss_TCO-iter=1-init=random": 0.02996567264199257, "train_loss_total": 0.21486841142177582, "train_loss_views_confidence": 0.21486841142177582, "train_time_backward": 0.0, "train_time_data": 0.006221918389201164, "train_time_forward": 0.0, "train_time_iter": 0.6676567196846008, "train_time_render": 0.31260377168655396, "epoch": 314, "has_visualization": false} {"cpu_memory": 33.60735321044922, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.12107149511575699, "grad_norm_std": 0.009327108971774578, "learning_rate": 0.0003000000142492354, "n_datas": 36288000.0, "n_iterations": 70875.0, "time": 1654867328.0, "time_backward": 0.0, "time_data": 0.006166423205286264, "time_forward": 0.0, "train_grad_norm": 0.12107149511575699, "train_loss_TCO-iter=1": 0.02992837317287922, "train_loss_TCO-iter=1-init=random": 0.02992837317287922, "train_loss_total": 0.21448101103305817, "train_loss_views_confidence": 0.21448101103305817, "train_time_backward": 0.0, "train_time_data": 0.006166423205286264, "train_time_forward": 0.0, "train_time_iter": 0.6539726257324219, "train_time_render": 0.3128262162208557, "epoch": 315, "has_visualization": false} {"cpu_memory": 33.60877990722656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.12214210629463196, "grad_norm_std": 0.010328538715839386, "learning_rate": 0.0003000000142492354, "n_datas": 36403200.0, "n_iterations": 71100.0, "time": 1654867328.0, "time_backward": 0.0, "time_data": 0.006215823348611593, "time_forward": 0.0, "train_grad_norm": 0.12214210629463196, "train_loss_TCO-iter=1": 0.02989191934466362, "train_loss_TCO-iter=1-init=random": 0.02989191934466362, "train_loss_total": 0.2151644080877304, "train_loss_views_confidence": 0.2151644080877304, "train_time_backward": 0.0, "train_time_data": 0.006215823348611593, "train_time_forward": 0.0, "train_time_iter": 0.6477345824241638, "train_time_render": 0.31280800700187683, "epoch": 316, "has_visualization": false} {"cpu_memory": 33.612796783447266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.12268871068954468, "grad_norm_std": 0.01209148671478033, "learning_rate": 0.0003000000142492354, "n_datas": 36518400.0, "n_iterations": 71325.0, "time": 1654867456.0, "time_backward": 0.0, "time_data": 0.006433913949877024, "time_forward": 0.0, "train_grad_norm": 0.12268871068954468, "train_loss_TCO-iter=1": 0.02996869944036007, "train_loss_TCO-iter=1-init=random": 0.02996869944036007, "train_loss_total": 0.214694544672966, "train_loss_views_confidence": 0.214694544672966, "train_time_backward": 0.0, "train_time_data": 0.006433913949877024, "train_time_forward": 0.0, "train_time_iter": 0.6670999526977539, "train_time_render": 0.31234559416770935, "epoch": 317, "has_visualization": false} {"cpu_memory": 33.61807632446289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.11942112445831299, "grad_norm_std": 0.00953030027449131, "learning_rate": 0.0003000000142492354, "n_datas": 36633600.0, "n_iterations": 71550.0, "time": 1654867712.0, "time_backward": 0.0, "time_data": 0.006414543837308884, "time_forward": 0.0, "train_grad_norm": 0.11942112445831299, "train_loss_TCO-iter=1": 0.029972344636917114, "train_loss_TCO-iter=1-init=random": 0.029972344636917114, "train_loss_total": 0.21375703811645508, "train_loss_views_confidence": 0.21375703811645508, "train_time_backward": 0.0, "train_time_data": 0.006414543837308884, "train_time_forward": 0.0, "train_time_iter": 0.6747441291809082, "train_time_render": 0.313689649105072, "epoch": 318, "has_visualization": false} {"cpu_memory": 33.621826171875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54827880859375, "grad_norm": 0.1197405532002449, "grad_norm_std": 0.010756007395684719, "learning_rate": 0.0003000000142492354, "n_datas": 36748800.0, "n_iterations": 71775.0, "time": 1654867840.0, "time_backward": 0.0, "time_data": 0.0062726158648729324, "time_forward": 0.0, "train_grad_norm": 0.1197405532002449, "train_loss_TCO-iter=1": 0.030085312202572823, "train_loss_TCO-iter=1-init=random": 0.030085312202572823, "train_loss_total": 0.21534305810928345, "train_loss_views_confidence": 0.21534305810928345, "train_time_backward": 0.0, "train_time_data": 0.0062726158648729324, "train_time_forward": 0.0, "train_time_iter": 0.6575610637664795, "train_time_render": 0.3129134774208069, "epoch": 319, "has_visualization": false} {"cpu_memory": 22.560638427734375, "cuda_memory": 5.363624572753906, "gpu_memory": 18.79217529296875, "grad_norm": 0.12103082239627838, "grad_norm_std": 0.010006108321249485, "learning_rate": 0.0003000000142492354, "n_datas": 36864000.0, "n_iterations": 72000.0, "time": 1654980352.0, "time_backward": 0.0, "time_data": 0.006085446570068598, "time_forward": 0.0, "train_grad_norm": 0.12103082239627838, "train_loss_TCO-iter=1": 0.02992226742208004, "train_loss_TCO-iter=1-init=random": 0.02992226742208004, "train_loss_total": 0.2150946408510208, "train_loss_views_confidence": 0.2150946408510208, "train_time_backward": 0.0, "train_time_data": 0.006085446570068598, "train_time_forward": 0.0, "train_time_iter": 1.3824055194854736, "train_time_render": 0.5580262541770935, "epoch": 320, "has_visualization": false} {"cpu_memory": 24.50571632385254, "cuda_memory": 5.363624572753906, "gpu_memory": 19.84552001953125, "grad_norm": 0.11925312131643295, "grad_norm_std": 0.010615079663693905, "learning_rate": 0.0003000000142492354, "n_datas": 36979200.0, "n_iterations": 72225.0, "time": 1654980352.0, "time_backward": 0.0, "time_data": 0.00616814661771059, "time_forward": 0.0, "train_grad_norm": 0.11925312131643295, "train_loss_TCO-iter=1": 0.02990887500345707, "train_loss_TCO-iter=1-init=random": 0.02990887500345707, "train_loss_total": 0.2137475609779358, "train_loss_views_confidence": 0.2137475609779358, "train_time_backward": 0.0, "train_time_data": 0.00616814661771059, "train_time_forward": 0.0, "train_time_iter": 0.6920801401138306, "train_time_render": 0.3084799647331238, "epoch": 321, "has_visualization": false} {"cpu_memory": 25.778457641601562, "cuda_memory": 5.363624572753906, "gpu_memory": 20.52667236328125, "grad_norm": 0.12050317972898483, "grad_norm_std": 0.009955048561096191, "learning_rate": 0.0003000000142492354, "n_datas": 37094400.0, "n_iterations": 72450.0, "time": 1654980608.0, "time_backward": 0.0, "time_data": 0.006186080630868673, "time_forward": 0.0, "train_grad_norm": 0.12050317972898483, "train_loss_TCO-iter=1": 0.029905010014772415, "train_loss_TCO-iter=1-init=random": 0.029905010014772415, "train_loss_total": 0.21341577172279358, "train_loss_views_confidence": 0.21341577172279358, "train_time_backward": 0.0, "train_time_data": 0.006186080630868673, "train_time_forward": 0.0, "train_time_iter": 0.6770445108413696, "train_time_render": 0.3082467317581177, "epoch": 322, "has_visualization": false} {"cpu_memory": 26.724185943603516, "cuda_memory": 5.363624572753906, "gpu_memory": 21.019989013671875, "grad_norm": 0.11900030821561813, "grad_norm_std": 0.009173927828669548, "learning_rate": 0.0003000000142492354, "n_datas": 37209600.0, "n_iterations": 72675.0, "time": 1654980736.0, "time_backward": 0.0, "time_data": 0.006209112703800201, "time_forward": 0.0, "train_grad_norm": 0.11900030821561813, "train_loss_TCO-iter=1": 0.0298482533544302, "train_loss_TCO-iter=1-init=random": 0.0298482533544302, "train_loss_total": 0.21399837732315063, "train_loss_views_confidence": 0.21399837732315063, "train_time_backward": 0.0, "train_time_data": 0.006209112703800201, "train_time_forward": 0.0, "train_time_iter": 0.6747747659683228, "train_time_render": 0.30951857566833496, "epoch": 323, "has_visualization": false} {"cpu_memory": 27.593059539794922, "cuda_memory": 5.363624572753906, "gpu_memory": 21.402130126953125, "grad_norm": 0.12125906348228455, "grad_norm_std": 0.011063029058277607, "learning_rate": 0.0003000000142492354, "n_datas": 37324800.0, "n_iterations": 72900.0, "time": 1654980864.0, "time_backward": 0.0, "time_data": 0.00607112655416131, "time_forward": 0.0, "train_grad_norm": 0.12125906348228455, "train_loss_TCO-iter=1": 0.029923750087618828, "train_loss_TCO-iter=1-init=random": 0.029923750087618828, "train_loss_total": 0.2152559906244278, "train_loss_views_confidence": 0.2152559906244278, "train_time_backward": 0.0, "train_time_data": 0.00607112655416131, "train_time_forward": 0.0, "train_time_iter": 0.6674220561981201, "train_time_render": 0.3082824945449829, "epoch": 324, "has_visualization": false} {"cpu_memory": 28.215219497680664, "cuda_memory": 5.363624572753906, "gpu_memory": 21.715545654296875, "grad_norm": 0.11957772821187973, "grad_norm_std": 0.013636823743581772, "learning_rate": 0.0003000000142492354, "n_datas": 37440000.0, "n_iterations": 73125.0, "time": 1654980864.0, "time_backward": 0.0, "time_data": 0.0061401501297950745, "time_forward": 0.0, "train_grad_norm": 0.11957772821187973, "train_loss_TCO-iter=1": 0.02992228791117668, "train_loss_TCO-iter=1-init=random": 0.02992228791117668, "train_loss_total": 0.2138867974281311, "train_loss_views_confidence": 0.2138867974281311, "train_time_backward": 0.0, "train_time_data": 0.0061401501297950745, "train_time_forward": 0.0, "train_time_iter": 0.674052894115448, "train_time_render": 0.30927544832229614, "epoch": 325, "has_visualization": false} {"cpu_memory": 28.708106994628906, "cuda_memory": 5.363624572753906, "gpu_memory": 21.9737548828125, "grad_norm": 0.11931740492582321, "grad_norm_std": 0.009977906011044979, "learning_rate": 0.0003000000142492354, "n_datas": 37555200.0, "n_iterations": 73350.0, "time": 1654981120.0, "time_backward": 0.0, "time_data": 0.006034146063029766, "time_forward": 0.0, "train_grad_norm": 0.11931740492582321, "train_loss_TCO-iter=1": 0.02994234301149845, "train_loss_TCO-iter=1-init=random": 0.02994234301149845, "train_loss_total": 0.2136126011610031, "train_loss_views_confidence": 0.2136126011610031, "train_time_backward": 0.0, "train_time_data": 0.006034146063029766, "train_time_forward": 0.0, "train_time_iter": 0.6579087972640991, "train_time_render": 0.30831149220466614, "epoch": 326, "has_visualization": false} {"cpu_memory": 29.110841751098633, "cuda_memory": 5.363624572753906, "gpu_memory": 22.181640625, "grad_norm": 0.1188146248459816, "grad_norm_std": 0.008687394671142101, "learning_rate": 0.0003000000142492354, "n_datas": 37670400.0, "n_iterations": 73575.0, "time": 1654981248.0, "time_backward": 0.0, "time_data": 0.006057186052203178, "time_forward": 0.0, "train_grad_norm": 0.1188146248459816, "train_loss_TCO-iter=1": 0.029969463124871254, "train_loss_TCO-iter=1-init=random": 0.029969463124871254, "train_loss_total": 0.21375128626823425, "train_loss_views_confidence": 0.21375128626823425, "train_time_backward": 0.0, "train_time_data": 0.006057186052203178, "train_time_forward": 0.0, "train_time_iter": 0.6596670150756836, "train_time_render": 0.3093734085559845, "epoch": 327, "has_visualization": false} {"cpu_memory": 29.415197372436523, "cuda_memory": 5.363624572753906, "gpu_memory": 22.33966064453125, "grad_norm": 0.11831236630678177, "grad_norm_std": 0.009339938871562481, "learning_rate": 0.0003000000142492354, "n_datas": 37785600.0, "n_iterations": 73800.0, "time": 1654981504.0, "time_backward": 0.0, "time_data": 0.006150130182504654, "time_forward": 0.0, "train_grad_norm": 0.11831236630678177, "train_loss_TCO-iter=1": 0.029947180300951004, "train_loss_TCO-iter=1-init=random": 0.029947180300951004, "train_loss_total": 0.21249209344387054, "train_loss_views_confidence": 0.21249209344387054, "train_time_backward": 0.0, "train_time_data": 0.006150130182504654, "train_time_forward": 0.0, "train_time_iter": 0.6664713621139526, "train_time_render": 0.30966460704803467, "epoch": 328, "has_visualization": false} {"cpu_memory": 29.69785499572754, "cuda_memory": 5.363624572753906, "gpu_memory": 22.4871826171875, "grad_norm": 0.11892824620008469, "grad_norm_std": 0.00949132815003395, "learning_rate": 0.0003000000142492354, "n_datas": 37900800.0, "n_iterations": 74025.0, "time": 1654981632.0, "time_backward": 0.0, "time_data": 0.006175424437969923, "time_forward": 0.0, "train_grad_norm": 0.11892824620008469, "train_loss_TCO-iter=1": 0.02978210151195526, "train_loss_TCO-iter=1-init=random": 0.02978210151195526, "train_loss_total": 0.21374055743217468, "train_loss_views_confidence": 0.21374055743217468, "train_time_backward": 0.0, "train_time_data": 0.006175424437969923, "train_time_forward": 0.0, "train_time_iter": 0.657257616519928, "train_time_render": 0.30910375714302063, "epoch": 329, "has_visualization": false} {"cpu_memory": 29.942750930786133, "cuda_memory": 5.363624572753906, "gpu_memory": 22.606292724609375, "grad_norm": 0.12108954042196274, "grad_norm_std": 0.009660354815423489, "learning_rate": 0.0003000000142492354, "n_datas": 38016000.0, "n_iterations": 74250.0, "time": 1654981760.0, "time_backward": 0.0, "time_data": 0.006190439220517874, "time_forward": 0.0, "train_grad_norm": 0.12108954042196274, "train_loss_TCO-iter=1": 0.02987191639840603, "train_loss_TCO-iter=1-init=random": 0.02987191639840603, "train_loss_total": 0.21411584317684174, "train_loss_views_confidence": 0.21411584317684174, "train_time_backward": 0.0, "train_time_data": 0.006190439220517874, "train_time_forward": 0.0, "train_time_iter": 0.6825237274169922, "train_time_render": 0.3104540705680847, "epoch": 330, "has_visualization": false} {"cpu_memory": 30.12347412109375, "cuda_memory": 5.363624572753906, "gpu_memory": 22.697784423828125, "grad_norm": 0.12031759321689606, "grad_norm_std": 0.009671984240412712, "learning_rate": 0.0003000000142492354, "n_datas": 38131200.0, "n_iterations": 74475.0, "time": 1654982016.0, "time_backward": 0.0, "time_data": 0.006139413453638554, "time_forward": 0.0, "train_grad_norm": 0.12031759321689606, "train_loss_TCO-iter=1": 0.029926259070634842, "train_loss_TCO-iter=1-init=random": 0.029926259070634842, "train_loss_total": 0.21180680394172668, "train_loss_views_confidence": 0.21180680394172668, "train_time_backward": 0.0, "train_time_data": 0.006139413453638554, "train_time_forward": 0.0, "train_time_iter": 0.6583477854728699, "train_time_render": 0.3102481961250305, "epoch": 331, "has_visualization": false} {"cpu_memory": 30.281841278076172, "cuda_memory": 5.363624572753906, "gpu_memory": 22.7783203125, "grad_norm": 0.12000130861997604, "grad_norm_std": 0.009589866735041142, "learning_rate": 0.0003000000142492354, "n_datas": 38246400.0, "n_iterations": 74700.0, "time": 1654982016.0, "time_backward": 0.0, "time_data": 0.00609574792906642, "time_forward": 0.0, "train_grad_norm": 0.12000130861997604, "train_loss_TCO-iter=1": 0.02988268807530403, "train_loss_TCO-iter=1-init=random": 0.02988268807530403, "train_loss_total": 0.2130427062511444, "train_loss_views_confidence": 0.2130427062511444, "train_time_backward": 0.0, "train_time_data": 0.00609574792906642, "train_time_forward": 0.0, "train_time_iter": 0.6680374145507812, "train_time_render": 0.30986925959587097, "epoch": 332, "has_visualization": false} {"cpu_memory": 30.420703887939453, "cuda_memory": 5.363624572753906, "gpu_memory": 22.850372314453125, "grad_norm": 0.12093544751405716, "grad_norm_std": 0.01095953956246376, "learning_rate": 0.0003000000142492354, "n_datas": 38361600.0, "n_iterations": 74925.0, "time": 1654982400.0, "time_backward": 0.0, "time_data": 0.00616528419777751, "time_forward": 0.0, "train_grad_norm": 0.12093544751405716, "train_loss_TCO-iter=1": 0.02995961159467697, "train_loss_TCO-iter=1-init=random": 0.02995961159467697, "train_loss_total": 0.2122677117586136, "train_loss_views_confidence": 0.2122677117586136, "train_time_backward": 0.0, "train_time_data": 0.00616528419777751, "train_time_forward": 0.0, "train_time_iter": 0.6736046075820923, "train_time_render": 0.3102303445339203, "epoch": 333, "has_visualization": false} {"cpu_memory": 30.552536010742188, "cuda_memory": 5.363624572753906, "gpu_memory": 22.915283203125, "grad_norm": 0.12150706350803375, "grad_norm_std": 0.010223658755421638, "learning_rate": 0.0003000000142492354, "n_datas": 38476800.0, "n_iterations": 75150.0, "time": 1654982400.0, "time_backward": 0.0, "time_data": 0.006091595161706209, "time_forward": 0.0, "train_grad_norm": 0.12150706350803375, "train_loss_TCO-iter=1": 0.029899993911385536, "train_loss_TCO-iter=1-init=random": 0.029899993911385536, "train_loss_total": 0.2124817818403244, "train_loss_views_confidence": 0.2124817818403244, "train_time_backward": 0.0, "train_time_data": 0.006091595161706209, "train_time_forward": 0.0, "train_time_iter": 0.6602129936218262, "train_time_render": 0.3107200562953949, "epoch": 334, "has_visualization": false} {"cpu_memory": 30.659732818603516, "cuda_memory": 5.363624572753906, "gpu_memory": 22.96978759765625, "grad_norm": 0.11882072687149048, "grad_norm_std": 0.009411000646650791, "learning_rate": 0.0003000000142492354, "n_datas": 38592000.0, "n_iterations": 75375.0, "time": 1654982528.0, "time_backward": 0.0, "time_data": 0.006170273758471012, "time_forward": 0.0, "train_grad_norm": 0.11882072687149048, "train_loss_TCO-iter=1": 0.029976973310112953, "train_loss_TCO-iter=1-init=random": 0.029976973310112953, "train_loss_total": 0.21221551299095154, "train_loss_views_confidence": 0.21221551299095154, "train_time_backward": 0.0, "train_time_data": 0.006170273758471012, "train_time_forward": 0.0, "train_time_iter": 0.6667613983154297, "train_time_render": 0.310096800327301, "epoch": 335, "has_visualization": false} {"cpu_memory": 30.757221221923828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.017974853515625, "grad_norm": 0.11993514001369476, "grad_norm_std": 0.01136790681630373, "learning_rate": 0.0003000000142492354, "n_datas": 38707200.0, "n_iterations": 75600.0, "time": 1654982656.0, "time_backward": 0.0, "time_data": 0.006074100267142057, "time_forward": 0.0, "train_grad_norm": 0.11993514001369476, "train_loss_TCO-iter=1": 0.029860632494091988, "train_loss_TCO-iter=1-init=random": 0.029860632494091988, "train_loss_total": 0.2130708396434784, "train_loss_views_confidence": 0.2130708396434784, "train_time_backward": 0.0, "train_time_data": 0.006074100267142057, "train_time_forward": 0.0, "train_time_iter": 0.6645699739456177, "train_time_render": 0.31187599897384644, "epoch": 336, "has_visualization": false} {"cpu_memory": 30.837953567504883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.0595703125, "grad_norm": 0.12087325006723404, "grad_norm_std": 0.010099993087351322, "learning_rate": 0.0003000000142492354, "n_datas": 38822400.0, "n_iterations": 75825.0, "time": 1654982784.0, "time_backward": 0.0, "time_data": 0.006060493178665638, "time_forward": 0.0, "train_grad_norm": 0.12087325006723404, "train_loss_TCO-iter=1": 0.029886968433856964, "train_loss_TCO-iter=1-init=random": 0.029886968433856964, "train_loss_total": 0.21258985996246338, "train_loss_views_confidence": 0.21258985996246338, "train_time_backward": 0.0, "train_time_data": 0.006060493178665638, "train_time_forward": 0.0, "train_time_iter": 0.6657984256744385, "train_time_render": 0.31152108311653137, "epoch": 337, "has_visualization": false} {"cpu_memory": 30.915569305419922, "cuda_memory": 5.363624572753906, "gpu_memory": 23.09783935546875, "grad_norm": 0.11924856156110764, "grad_norm_std": 0.010206328704953194, "learning_rate": 0.0003000000142492354, "n_datas": 38937600.0, "n_iterations": 76050.0, "time": 1654982912.0, "time_backward": 0.0, "time_data": 0.006033647805452347, "time_forward": 0.0, "train_grad_norm": 0.11924856156110764, "train_loss_TCO-iter=1": 0.03003220073878765, "train_loss_TCO-iter=1-init=random": 0.03003220073878765, "train_loss_total": 0.21271316707134247, "train_loss_views_confidence": 0.21271316707134247, "train_time_backward": 0.0, "train_time_data": 0.006033647805452347, "train_time_forward": 0.0, "train_time_iter": 0.6598004102706909, "train_time_render": 0.3121269643306732, "epoch": 338, "has_visualization": false} {"cpu_memory": 30.98809242248535, "cuda_memory": 5.363624572753906, "gpu_memory": 23.1339111328125, "grad_norm": 0.11932078003883362, "grad_norm_std": 0.010577861219644547, "learning_rate": 0.0003000000142492354, "n_datas": 39052800.0, "n_iterations": 76275.0, "time": 1654983168.0, "time_backward": 0.0, "time_data": 0.0060621448792517185, "time_forward": 0.0, "train_grad_norm": 0.11932078003883362, "train_loss_TCO-iter=1": 0.029930297285318375, "train_loss_TCO-iter=1-init=random": 0.029930297285318375, "train_loss_total": 0.2110416442155838, "train_loss_views_confidence": 0.2110416442155838, "train_time_backward": 0.0, "train_time_data": 0.0060621448792517185, "train_time_forward": 0.0, "train_time_iter": 0.6557160019874573, "train_time_render": 0.3111238479614258, "epoch": 339, "has_visualization": false} {"cpu_memory": 31.051137924194336, "cuda_memory": 5.363624572753906, "gpu_memory": 23.165283203125, "grad_norm": 0.11817944049835205, "grad_norm_std": 0.009049491956830025, "learning_rate": 0.0003000000142492354, "n_datas": 39168000.0, "n_iterations": 76500.0, "time": 1654983296.0, "time_backward": 0.0, "time_data": 0.006044975947588682, "time_forward": 0.0, "train_grad_norm": 0.11817944049835205, "train_loss_TCO-iter=1": 0.029854340478777885, "train_loss_TCO-iter=1-init=random": 0.029854340478777885, "train_loss_total": 0.21288028359413147, "train_loss_views_confidence": 0.21288028359413147, "train_time_backward": 0.0, "train_time_data": 0.006044975947588682, "train_time_forward": 0.0, "train_time_iter": 0.6647450923919678, "train_time_render": 0.3100700378417969, "epoch": 340, "has_visualization": false} {"cpu_memory": 31.11043357849121, "cuda_memory": 5.363624572753906, "gpu_memory": 23.194488525390625, "grad_norm": 0.1197933778166771, "grad_norm_std": 0.011225776746869087, "learning_rate": 0.0003000000142492354, "n_datas": 39283200.0, "n_iterations": 76725.0, "time": 1654983296.0, "time_backward": 0.0, "time_data": 0.006154912058264017, "time_forward": 0.0, "train_grad_norm": 0.1197933778166771, "train_loss_TCO-iter=1": 0.029896458610892296, "train_loss_TCO-iter=1-init=random": 0.029896458610892296, "train_loss_total": 0.2131800502538681, "train_loss_views_confidence": 0.2131800502538681, "train_time_backward": 0.0, "train_time_data": 0.006154912058264017, "train_time_forward": 0.0, "train_time_iter": 0.6535844802856445, "train_time_render": 0.31158536672592163, "epoch": 341, "has_visualization": false} {"cpu_memory": 31.15874481201172, "cuda_memory": 5.363624572753906, "gpu_memory": 23.219970703125, "grad_norm": 0.11913662403821945, "grad_norm_std": 0.009864618070423603, "learning_rate": 0.0003000000142492354, "n_datas": 39398400.0, "n_iterations": 76950.0, "time": 1654983552.0, "time_backward": 0.0, "time_data": 0.006177033297717571, "time_forward": 0.0, "train_grad_norm": 0.11913662403821945, "train_loss_TCO-iter=1": 0.029780717566609383, "train_loss_TCO-iter=1-init=random": 0.029780717566609383, "train_loss_total": 0.21330910921096802, "train_loss_views_confidence": 0.21330910921096802, "train_time_backward": 0.0, "train_time_data": 0.006177033297717571, "train_time_forward": 0.0, "train_time_iter": 0.6660857200622559, "train_time_render": 0.31018778681755066, "epoch": 342, "has_visualization": false} {"cpu_memory": 31.20614242553711, "cuda_memory": 5.363624572753906, "gpu_memory": 23.242462158203125, "grad_norm": 0.12030450254678726, "grad_norm_std": 0.01015393529087305, "learning_rate": 0.0003000000142492354, "n_datas": 39513600.0, "n_iterations": 77175.0, "time": 1654983680.0, "time_backward": 0.0, "time_data": 0.006246431730687618, "time_forward": 0.0, "train_grad_norm": 0.12030450254678726, "train_loss_TCO-iter=1": 0.029901333153247833, "train_loss_TCO-iter=1-init=random": 0.029901333153247833, "train_loss_total": 0.21173660457134247, "train_loss_views_confidence": 0.21173660457134247, "train_time_backward": 0.0, "train_time_data": 0.006246431730687618, "train_time_forward": 0.0, "train_time_iter": 0.6448093056678772, "train_time_render": 0.3107824921607971, "epoch": 343, "has_visualization": false} {"cpu_memory": 31.254684448242188, "cuda_memory": 5.363624572753906, "gpu_memory": 23.268157958984375, "grad_norm": 0.11837485432624817, "grad_norm_std": 0.009357357397675514, "learning_rate": 0.0003000000142492354, "n_datas": 39628800.0, "n_iterations": 77400.0, "time": 1654983808.0, "time_backward": 0.0, "time_data": 0.006025563459843397, "time_forward": 0.0, "train_grad_norm": 0.11837485432624817, "train_loss_TCO-iter=1": 0.02990378439426422, "train_loss_TCO-iter=1-init=random": 0.02990378439426422, "train_loss_total": 0.2119295299053192, "train_loss_views_confidence": 0.2119295299053192, "train_time_backward": 0.0, "train_time_data": 0.006025563459843397, "train_time_forward": 0.0, "train_time_iter": 0.6661931276321411, "train_time_render": 0.3109714090824127, "epoch": 344, "has_visualization": false} {"cpu_memory": 31.290267944335938, "cuda_memory": 5.363624572753906, "gpu_memory": 23.286376953125, "grad_norm": 0.11893144249916077, "grad_norm_std": 0.010449619963765144, "learning_rate": 0.0003000000142492354, "n_datas": 39744000.0, "n_iterations": 77625.0, "time": 1654984064.0, "time_backward": 0.0, "time_data": 0.006163399200886488, "time_forward": 0.0, "train_grad_norm": 0.11893144249916077, "train_loss_TCO-iter=1": 0.029873859137296677, "train_loss_TCO-iter=1-init=random": 0.029873859137296677, "train_loss_total": 0.21138548851013184, "train_loss_views_confidence": 0.21138548851013184, "train_time_backward": 0.0, "train_time_data": 0.006163399200886488, "train_time_forward": 0.0, "train_time_iter": 0.6605703830718994, "train_time_render": 0.31093156337738037, "epoch": 345, "has_visualization": false} {"cpu_memory": 31.323169708251953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.302764892578125, "grad_norm": 0.11890200525522232, "grad_norm_std": 0.010318063199520111, "learning_rate": 0.0003000000142492354, "n_datas": 39859200.0, "n_iterations": 77850.0, "time": 1654984192.0, "time_backward": 0.0, "time_data": 0.006181494332849979, "time_forward": 0.0, "train_grad_norm": 0.11890200525522232, "train_loss_TCO-iter=1": 0.02986886352300644, "train_loss_TCO-iter=1-init=random": 0.02986886352300644, "train_loss_total": 0.21066798269748688, "train_loss_views_confidence": 0.21066798269748688, "train_time_backward": 0.0, "train_time_data": 0.006181494332849979, "train_time_forward": 0.0, "train_time_iter": 0.6615594029426575, "train_time_render": 0.3103559911251068, "epoch": 346, "has_visualization": false} {"cpu_memory": 31.3531494140625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.318206787109375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 39974400.0, "n_iterations": 78075.0, "time": 1654984448.0, "time_backward": 0.0, "time_data": 0.0061696916818618774, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029930463060736656, "train_loss_TCO-iter=1-init=random": 0.029930463060736656, "train_loss_total": 0.21221743524074554, "train_loss_views_confidence": 0.21221743524074554, "train_time_backward": 0.0, "train_time_data": 0.0061696916818618774, "train_time_forward": 0.0, "train_time_iter": 0.6527578830718994, "train_time_render": 0.3101477324962616, "epoch": 347, "has_visualization": false} {"cpu_memory": 31.375024795532227, "cuda_memory": 5.363624572753906, "gpu_memory": 23.32867431640625, "grad_norm": 0.11930147558450699, "grad_norm_std": 0.010560701601207256, "learning_rate": 0.0003000000142492354, "n_datas": 40089600.0, "n_iterations": 78300.0, "time": 1654984448.0, "time_backward": 0.0, "time_data": 0.006138573866337538, "time_forward": 0.0, "train_grad_norm": 0.11930147558450699, "train_loss_TCO-iter=1": 0.029870284721255302, "train_loss_TCO-iter=1-init=random": 0.029870284721255302, "train_loss_total": 0.21147236227989197, "train_loss_views_confidence": 0.21147236227989197, "train_time_backward": 0.0, "train_time_data": 0.006138573866337538, "train_time_forward": 0.0, "train_time_iter": 0.6555913686752319, "train_time_render": 0.3099156320095062, "epoch": 348, "has_visualization": false} {"cpu_memory": 31.398494720458984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.339385986328125, "grad_norm": 0.11883669346570969, "grad_norm_std": 0.010550946928560734, "learning_rate": 0.0003000000142492354, "n_datas": 40204800.0, "n_iterations": 78525.0, "time": 1654984576.0, "time_backward": 0.0, "time_data": 0.006026232149451971, "time_forward": 0.0, "train_grad_norm": 0.11883669346570969, "train_loss_TCO-iter=1": 0.029784414917230606, "train_loss_TCO-iter=1-init=random": 0.029784414917230606, "train_loss_total": 0.21094472706317902, "train_loss_views_confidence": 0.21094472706317902, "train_time_backward": 0.0, "train_time_data": 0.006026232149451971, "train_time_forward": 0.0, "train_time_iter": 0.6489391922950745, "train_time_render": 0.31088754534721375, "epoch": 349, "has_visualization": false} {"cpu_memory": 31.428192138671875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.353790283203125, "grad_norm": 0.1185886561870575, "grad_norm_std": 0.009896211326122284, "learning_rate": 0.0003000000142492354, "n_datas": 40320000.0, "n_iterations": 78750.0, "time": 1654984832.0, "time_backward": 0.0, "time_data": 0.011819574981927872, "time_forward": 0.0, "train_grad_norm": 0.1185886561870575, "train_loss_TCO-iter=1": 0.029943035915493965, "train_loss_TCO-iter=1-init=random": 0.029943035915493965, "train_loss_total": 0.21148744225502014, "train_loss_views_confidence": 0.21148744225502014, "train_time_backward": 0.0, "train_time_data": 0.011819574981927872, "train_time_forward": 0.0, "train_time_iter": 0.6679127216339111, "train_time_render": 0.31234121322631836, "epoch": 350, "has_visualization": false} {"cpu_memory": 31.447032928466797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.36236572265625, "grad_norm": 0.11886998265981674, "grad_norm_std": 0.0098345298320055, "learning_rate": 0.0003000000142492354, "n_datas": 40435200.0, "n_iterations": 78975.0, "time": 1654984960.0, "time_backward": 0.0, "time_data": 0.0061422656290233135, "time_forward": 0.0, "train_grad_norm": 0.11886998265981674, "train_loss_TCO-iter=1": 0.029772164300084114, "train_loss_TCO-iter=1-init=random": 0.029772164300084114, "train_loss_total": 0.21096129715442657, "train_loss_views_confidence": 0.21096129715442657, "train_time_backward": 0.0, "train_time_data": 0.0061422656290233135, "train_time_forward": 0.0, "train_time_iter": 0.6528830528259277, "train_time_render": 0.3101874887943268, "epoch": 351, "has_visualization": false} {"cpu_memory": 31.469039916992188, "cuda_memory": 5.363624572753906, "gpu_memory": 23.3724365234375, "grad_norm": 0.11874970048666, "grad_norm_std": 0.010302914306521416, "learning_rate": 0.0003000000142492354, "n_datas": 40550400.0, "n_iterations": 79200.0, "time": 1654984960.0, "time_backward": 0.0, "time_data": 0.006074512843042612, "time_forward": 0.0, "train_grad_norm": 0.11874970048666, "train_loss_TCO-iter=1": 0.02990289032459259, "train_loss_TCO-iter=1-init=random": 0.02990289032459259, "train_loss_total": 0.21098844707012177, "train_loss_views_confidence": 0.21098844707012177, "train_time_backward": 0.0, "train_time_data": 0.006074512843042612, "train_time_forward": 0.0, "train_time_iter": 0.6617281436920166, "train_time_render": 0.31185996532440186, "epoch": 352, "has_visualization": false} {"cpu_memory": 31.489503860473633, "cuda_memory": 5.363624572753906, "gpu_memory": 23.381500244140625, "grad_norm": 0.11756002902984619, "grad_norm_std": 0.008376000449061394, "learning_rate": 0.0003000000142492354, "n_datas": 40665600.0, "n_iterations": 79425.0, "time": 1654985216.0, "time_backward": 0.0, "time_data": 0.006072835065424442, "time_forward": 0.0, "train_grad_norm": 0.11756002902984619, "train_loss_TCO-iter=1": 0.029897842556238174, "train_loss_TCO-iter=1-init=random": 0.029897842556238174, "train_loss_total": 0.21120119094848633, "train_loss_views_confidence": 0.21120119094848633, "train_time_backward": 0.0, "train_time_data": 0.006072835065424442, "train_time_forward": 0.0, "train_time_iter": 0.6565314531326294, "train_time_render": 0.31174173951148987, "epoch": 353, "has_visualization": false} {"cpu_memory": 31.505029678344727, "cuda_memory": 5.363624572753906, "gpu_memory": 23.390380859375, "grad_norm": 0.12062414735555649, "grad_norm_std": 0.008892975747585297, "learning_rate": 0.0003000000142492354, "n_datas": 40780800.0, "n_iterations": 79650.0, "time": 1654985344.0, "time_backward": 0.0, "time_data": 0.006060765124857426, "time_forward": 0.0, "train_grad_norm": 0.12062414735555649, "train_loss_TCO-iter=1": 0.029829109087586403, "train_loss_TCO-iter=1-init=random": 0.029829109087586403, "train_loss_total": 0.21110373735427856, "train_loss_views_confidence": 0.21110373735427856, "train_time_backward": 0.0, "train_time_data": 0.006060765124857426, "train_time_forward": 0.0, "train_time_iter": 0.6581029295921326, "train_time_render": 0.3102581202983856, "epoch": 354, "has_visualization": false} {"cpu_memory": 31.52507209777832, "cuda_memory": 5.363624572753906, "gpu_memory": 23.39837646484375, "grad_norm": 0.11917761713266373, "grad_norm_std": 0.009445663541555405, "learning_rate": 0.0003000000142492354, "n_datas": 40896000.0, "n_iterations": 79875.0, "time": 1654985344.0, "time_backward": 0.0, "time_data": 0.006132361013442278, "time_forward": 0.0, "train_grad_norm": 0.11917761713266373, "train_loss_TCO-iter=1": 0.029853399842977524, "train_loss_TCO-iter=1-init=random": 0.029853399842977524, "train_loss_total": 0.21137197315692902, "train_loss_views_confidence": 0.21137197315692902, "train_time_backward": 0.0, "train_time_data": 0.006132361013442278, "train_time_forward": 0.0, "train_time_iter": 0.6580840349197388, "train_time_render": 0.31105369329452515, "epoch": 355, "has_visualization": false} {"cpu_memory": 31.544090270996094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.406829833984375, "grad_norm": 0.1206030324101448, "grad_norm_std": 0.009637149050831795, "learning_rate": 0.0003000000142492354, "n_datas": 41011200.0, "n_iterations": 80100.0, "time": 1654985728.0, "time_backward": 0.0, "time_data": 0.006180165335536003, "time_forward": 0.0, "train_grad_norm": 0.1206030324101448, "train_loss_TCO-iter=1": 0.029859649017453194, "train_loss_TCO-iter=1-init=random": 0.029859649017453194, "train_loss_total": 0.21189796924591064, "train_loss_views_confidence": 0.21189796924591064, "train_time_backward": 0.0, "train_time_data": 0.006180165335536003, "train_time_forward": 0.0, "train_time_iter": 0.651663064956665, "train_time_render": 0.30985227227211, "epoch": 356, "has_visualization": false} {"cpu_memory": 31.558334350585938, "cuda_memory": 5.363624572753906, "gpu_memory": 23.413360595703125, "grad_norm": 0.11968604475259781, "grad_norm_std": 0.010865307413041592, "learning_rate": 0.0003000000142492354, "n_datas": 41126400.0, "n_iterations": 80325.0, "time": 1654985856.0, "time_backward": 0.0, "time_data": 0.006143911276012659, "time_forward": 0.0, "train_grad_norm": 0.11968604475259781, "train_loss_TCO-iter=1": 0.029760822653770447, "train_loss_TCO-iter=1-init=random": 0.029760822653770447, "train_loss_total": 0.2101106196641922, "train_loss_views_confidence": 0.2101106196641922, "train_time_backward": 0.0, "train_time_data": 0.006143911276012659, "train_time_forward": 0.0, "train_time_iter": 0.653999924659729, "train_time_render": 0.310535728931427, "epoch": 357, "has_visualization": false} {"cpu_memory": 31.58270835876465, "cuda_memory": 5.363624572753906, "gpu_memory": 23.41912841796875, "grad_norm": 0.12014134973287582, "grad_norm_std": 0.010577894747257233, "learning_rate": 0.0003000000142492354, "n_datas": 41241600.0, "n_iterations": 80550.0, "time": 1654986112.0, "time_backward": 0.0, "time_data": 0.006104413885623217, "time_forward": 0.0, "train_grad_norm": 0.12014134973287582, "train_loss_TCO-iter=1": 0.029945868998765945, "train_loss_TCO-iter=1-init=random": 0.029945868998765945, "train_loss_total": 0.21182888746261597, "train_loss_views_confidence": 0.21182888746261597, "train_time_backward": 0.0, "train_time_data": 0.006104413885623217, "train_time_forward": 0.0, "train_time_iter": 0.6638208627700806, "train_time_render": 0.3116941750049591, "epoch": 358, "has_visualization": false} {"cpu_memory": 31.590564727783203, "cuda_memory": 5.363624572753906, "gpu_memory": 23.424346923828125, "grad_norm": 0.11985673010349274, "grad_norm_std": 0.009786425158381462, "learning_rate": 0.0003000000142492354, "n_datas": 41356800.0, "n_iterations": 80775.0, "time": 1654986112.0, "time_backward": 0.0, "time_data": 0.006097279954701662, "time_forward": 0.0, "train_grad_norm": 0.11985673010349274, "train_loss_TCO-iter=1": 0.029874539002776146, "train_loss_TCO-iter=1-init=random": 0.029874539002776146, "train_loss_total": 0.2110396921634674, "train_loss_views_confidence": 0.2110396921634674, "train_time_backward": 0.0, "train_time_data": 0.006097279954701662, "train_time_forward": 0.0, "train_time_iter": 0.6607406139373779, "train_time_render": 0.31186312437057495, "epoch": 359, "has_visualization": false} {"cpu_memory": 21.343780517578125, "cuda_memory": 5.363624572753906, "gpu_memory": 18.781982421875, "grad_norm": 0.11886981129646301, "grad_norm_std": 0.00988670252263546, "learning_rate": 0.0003000000142492354, "n_datas": 41472000.0, "n_iterations": 81000.0, "time": 1655051392.0, "time_backward": 0.0, "time_data": 0.0060358354821801186, "time_forward": 0.0, "train_grad_norm": 0.11886981129646301, "train_loss_TCO-iter=1": 0.029968103393912315, "train_loss_TCO-iter=1-init=random": 0.029968103393912315, "train_loss_total": 0.21101395785808563, "train_loss_views_confidence": 0.21101395785808563, "train_time_backward": 0.0, "train_time_data": 0.0060358354821801186, "train_time_forward": 0.0, "train_time_iter": 1.347493052482605, "train_time_render": 0.5602614283561707, "epoch": 360, "has_visualization": false} {"cpu_memory": 23.28573989868164, "cuda_memory": 5.363624572753906, "gpu_memory": 19.83544921875, "grad_norm": 0.11953924596309662, "grad_norm_std": 0.009410811588168144, "learning_rate": 0.0003000000142492354, "n_datas": 41587200.0, "n_iterations": 81225.0, "time": 1655051648.0, "time_backward": 0.0, "time_data": 0.006285012234002352, "time_forward": 0.0, "train_grad_norm": 0.11953924596309662, "train_loss_TCO-iter=1": 0.02987397275865078, "train_loss_TCO-iter=1-init=random": 0.02987397275865078, "train_loss_total": 0.21055082976818085, "train_loss_views_confidence": 0.21055082976818085, "train_time_backward": 0.0, "train_time_data": 0.006285012234002352, "train_time_forward": 0.0, "train_time_iter": 0.69440758228302, "train_time_render": 0.30845046043395996, "epoch": 361, "has_visualization": false} {"cpu_memory": 24.548694610595703, "cuda_memory": 5.363624572753906, "gpu_memory": 20.5146484375, "grad_norm": 0.12050043791532516, "grad_norm_std": 0.014815788716077805, "learning_rate": 0.0003000000142492354, "n_datas": 41702400.0, "n_iterations": 81450.0, "time": 1655051776.0, "time_backward": 0.0, "time_data": 0.006148321088403463, "time_forward": 0.0, "train_grad_norm": 0.12050043791532516, "train_loss_TCO-iter=1": 0.029865959659218788, "train_loss_TCO-iter=1-init=random": 0.029865959659218788, "train_loss_total": 0.21019315719604492, "train_loss_views_confidence": 0.21019315719604492, "train_time_backward": 0.0, "train_time_data": 0.006148321088403463, "train_time_forward": 0.0, "train_time_iter": 0.6891688704490662, "train_time_render": 0.3083031475543976, "epoch": 362, "has_visualization": false} {"cpu_memory": 25.873764038085938, "cuda_memory": 5.363624572753906, "gpu_memory": 21.030059814453125, "grad_norm": 0.11942129582166672, "grad_norm_std": 0.010081826709210873, "learning_rate": 0.0003000000142492354, "n_datas": 41817600.0, "n_iterations": 81675.0, "time": 1655052032.0, "time_backward": 0.0, "time_data": 0.006101748440414667, "time_forward": 0.0, "train_grad_norm": 0.11942129582166672, "train_loss_TCO-iter=1": 0.029846902936697006, "train_loss_TCO-iter=1-init=random": 0.029846902936697006, "train_loss_total": 0.21192330121994019, "train_loss_views_confidence": 0.21192330121994019, "train_time_backward": 0.0, "train_time_data": 0.006101748440414667, "train_time_forward": 0.0, "train_time_iter": 0.6652650237083435, "train_time_render": 0.30776160955429077, "epoch": 363, "has_visualization": false} {"cpu_memory": 27.702926635742188, "cuda_memory": 5.363624572753906, "gpu_memory": 21.414886474609375, "grad_norm": 0.11953495442867279, "grad_norm_std": 0.010659261606633663, "learning_rate": 0.0003000000142492354, "n_datas": 41932800.0, "n_iterations": 81900.0, "time": 1655052032.0, "time_backward": 0.0, "time_data": 0.0061988309025764465, "time_forward": 0.0, "train_grad_norm": 0.11953495442867279, "train_loss_TCO-iter=1": 0.029696660116314888, "train_loss_TCO-iter=1-init=random": 0.029696660116314888, "train_loss_total": 0.2108117938041687, "train_loss_views_confidence": 0.2108117938041687, "train_time_backward": 0.0, "train_time_data": 0.0061988309025764465, "train_time_forward": 0.0, "train_time_iter": 0.6793500781059265, "train_time_render": 0.3075045943260193, "epoch": 364, "has_visualization": false} {"cpu_memory": 28.3306941986084, "cuda_memory": 5.363624572753906, "gpu_memory": 21.7083740234375, "grad_norm": 0.12074781954288483, "grad_norm_std": 0.011247146874666214, "learning_rate": 0.0003000000142492354, "n_datas": 42048000.0, "n_iterations": 82125.0, "time": 1655052160.0, "time_backward": 0.0, "time_data": 0.006137526594102383, "time_forward": 0.0, "train_grad_norm": 0.12074781954288483, "train_loss_TCO-iter=1": 0.029840288683772087, "train_loss_TCO-iter=1-init=random": 0.029840288683772087, "train_loss_total": 0.21097683906555176, "train_loss_views_confidence": 0.21097683906555176, "train_time_backward": 0.0, "train_time_data": 0.006137526594102383, "train_time_forward": 0.0, "train_time_iter": 0.660813570022583, "train_time_render": 0.307679682970047, "epoch": 365, "has_visualization": false} {"cpu_memory": 28.982284545898438, "cuda_memory": 5.363624572753906, "gpu_memory": 21.941741943359375, "grad_norm": 0.11966363340616226, "grad_norm_std": 0.009777755476534367, "learning_rate": 0.0003000000142492354, "n_datas": 42163200.0, "n_iterations": 82350.0, "time": 1655052416.0, "time_backward": 0.0, "time_data": 0.006235934793949127, "time_forward": 0.0, "train_grad_norm": 0.11966363340616226, "train_loss_TCO-iter=1": 0.029860470443964005, "train_loss_TCO-iter=1-init=random": 0.029860470443964005, "train_loss_total": 0.21074478328227997, "train_loss_views_confidence": 0.21074478328227997, "train_time_backward": 0.0, "train_time_data": 0.006235934793949127, "train_time_forward": 0.0, "train_time_iter": 0.6815586686134338, "train_time_render": 0.3105059266090393, "epoch": 366, "has_visualization": false} {"cpu_memory": 29.36025047302246, "cuda_memory": 5.363624572753906, "gpu_memory": 22.128204345703125, "grad_norm": 0.11692117899656296, "grad_norm_std": 0.009114040061831474, "learning_rate": 0.0003000000142492354, "n_datas": 42278400.0, "n_iterations": 82575.0, "time": 1655052544.0, "time_backward": 0.0, "time_data": 0.006038627587258816, "time_forward": 0.0, "train_grad_norm": 0.11692117899656296, "train_loss_TCO-iter=1": 0.02984684891998768, "train_loss_TCO-iter=1-init=random": 0.02984684891998768, "train_loss_total": 0.21019217371940613, "train_loss_views_confidence": 0.21019217371940613, "train_time_backward": 0.0, "train_time_data": 0.006038627587258816, "train_time_forward": 0.0, "train_time_iter": 0.6640616059303284, "train_time_render": 0.30888453125953674, "epoch": 367, "has_visualization": false} {"cpu_memory": 29.68743133544922, "cuda_memory": 5.363624572753906, "gpu_memory": 22.2960205078125, "grad_norm": 0.11784090101718903, "grad_norm_std": 0.009146113879978657, "learning_rate": 0.0003000000142492354, "n_datas": 42393600.0, "n_iterations": 82800.0, "time": 1655052544.0, "time_backward": 0.0, "time_data": 0.006154645700007677, "time_forward": 0.0, "train_grad_norm": 0.11784090101718903, "train_loss_TCO-iter=1": 0.02984721213579178, "train_loss_TCO-iter=1-init=random": 0.02984721213579178, "train_loss_total": 0.2097121924161911, "train_loss_views_confidence": 0.2097121924161911, "train_time_backward": 0.0, "train_time_data": 0.006154645700007677, "train_time_forward": 0.0, "train_time_iter": 0.6653293371200562, "train_time_render": 0.31010037660598755, "epoch": 368, "has_visualization": false} {"cpu_memory": 30.011917114257812, "cuda_memory": 5.363624572753906, "gpu_memory": 22.447296142578125, "grad_norm": 0.11910927295684814, "grad_norm_std": 0.011259247548878193, "learning_rate": 0.0003000000142492354, "n_datas": 42508800.0, "n_iterations": 83025.0, "time": 1655052800.0, "time_backward": 0.0, "time_data": 0.006149305030703545, "time_forward": 0.0, "train_grad_norm": 0.11910927295684814, "train_loss_TCO-iter=1": 0.029819803312420845, "train_loss_TCO-iter=1-init=random": 0.029819803312420845, "train_loss_total": 0.21037906408309937, "train_loss_views_confidence": 0.21037906408309937, "train_time_backward": 0.0, "train_time_data": 0.006149305030703545, "train_time_forward": 0.0, "train_time_iter": 0.6692546606063843, "train_time_render": 0.3095605671405792, "epoch": 369, "has_visualization": false} {"cpu_memory": 30.27450942993164, "cuda_memory": 5.363624572753906, "gpu_memory": 22.568939208984375, "grad_norm": 0.11768098920583725, "grad_norm_std": 0.008562666364014149, "learning_rate": 0.0003000000142492354, "n_datas": 42624000.0, "n_iterations": 83250.0, "time": 1655052928.0, "time_backward": 0.0, "time_data": 0.006099347490817308, "time_forward": 0.0, "train_grad_norm": 0.11768098920583725, "train_loss_TCO-iter=1": 0.029876790940761566, "train_loss_TCO-iter=1-init=random": 0.029876790940761566, "train_loss_total": 0.20886950194835663, "train_loss_views_confidence": 0.20886950194835663, "train_time_backward": 0.0, "train_time_data": 0.006099347490817308, "train_time_forward": 0.0, "train_time_iter": 0.6715003252029419, "train_time_render": 0.31042996048927307, "epoch": 370, "has_visualization": false} {"cpu_memory": 30.474409103393555, "cuda_memory": 5.363624572753906, "gpu_memory": 22.666351318359375, "grad_norm": 0.11866448819637299, "grad_norm_std": 0.009590201079845428, "learning_rate": 0.0003000000142492354, "n_datas": 42739200.0, "n_iterations": 83475.0, "time": 1655053184.0, "time_backward": 0.0, "time_data": 0.00615695072337985, "time_forward": 0.0, "train_grad_norm": 0.11866448819637299, "train_loss_TCO-iter=1": 0.029818056151270866, "train_loss_TCO-iter=1-init=random": 0.029818056151270866, "train_loss_total": 0.20904727280139923, "train_loss_views_confidence": 0.20904727280139923, "train_time_backward": 0.0, "train_time_data": 0.00615695072337985, "train_time_forward": 0.0, "train_time_iter": 0.6678364276885986, "train_time_render": 0.3097444772720337, "epoch": 371, "has_visualization": false} {"cpu_memory": 30.646347045898438, "cuda_memory": 5.363624572753906, "gpu_memory": 22.756866455078125, "grad_norm": 0.11968159675598145, "grad_norm_std": 0.00955916941165924, "learning_rate": 0.0003000000142492354, "n_datas": 42854400.0, "n_iterations": 83700.0, "time": 1655053312.0, "time_backward": 0.0, "time_data": 0.006086827255785465, "time_forward": 0.0, "train_grad_norm": 0.11968159675598145, "train_loss_TCO-iter=1": 0.02979869395494461, "train_loss_TCO-iter=1-init=random": 0.02979869395494461, "train_loss_total": 0.2098463624715805, "train_loss_views_confidence": 0.2098463624715805, "train_time_backward": 0.0, "train_time_data": 0.006086827255785465, "train_time_forward": 0.0, "train_time_iter": 0.6737236380577087, "train_time_render": 0.30927085876464844, "epoch": 372, "has_visualization": false} {"cpu_memory": 30.791427612304688, "cuda_memory": 5.363624572753906, "gpu_memory": 22.834136962890625, "grad_norm": 0.1187005415558815, "grad_norm_std": 0.009730802848935127, "learning_rate": 0.0003000000142492354, "n_datas": 42969600.0, "n_iterations": 83925.0, "time": 1655053440.0, "time_backward": 0.0, "time_data": 0.0061444928869605064, "time_forward": 0.0, "train_grad_norm": 0.1187005415558815, "train_loss_TCO-iter=1": 0.02989070862531662, "train_loss_TCO-iter=1-init=random": 0.02989070862531662, "train_loss_total": 0.2099786102771759, "train_loss_views_confidence": 0.2099786102771759, "train_time_backward": 0.0, "train_time_data": 0.0061444928869605064, "train_time_forward": 0.0, "train_time_iter": 0.6441090703010559, "train_time_render": 0.309110164642334, "epoch": 373, "has_visualization": false} {"cpu_memory": 30.932355880737305, "cuda_memory": 5.363624572753906, "gpu_memory": 22.904510498046875, "grad_norm": 0.11701737344264984, "grad_norm_std": 0.009483112022280693, "learning_rate": 0.0003000000142492354, "n_datas": 43084800.0, "n_iterations": 84150.0, "time": 1655053696.0, "time_backward": 0.0, "time_data": 0.006039031781256199, "time_forward": 0.0, "train_grad_norm": 0.11701737344264984, "train_loss_TCO-iter=1": 0.029810013249516487, "train_loss_TCO-iter=1-init=random": 0.029810013249516487, "train_loss_total": 0.20973163843154907, "train_loss_views_confidence": 0.20973163843154907, "train_time_backward": 0.0, "train_time_data": 0.006039031781256199, "train_time_forward": 0.0, "train_time_iter": 0.666407585144043, "train_time_render": 0.3103877604007721, "epoch": 374, "has_visualization": false} {"cpu_memory": 31.051362991333008, "cuda_memory": 5.363624572753906, "gpu_memory": 22.961181640625, "grad_norm": 0.11770207434892654, "grad_norm_std": 0.0100702540948987, "learning_rate": 0.0003000000142492354, "n_datas": 43200000.0, "n_iterations": 84375.0, "time": 1655053696.0, "time_backward": 0.0, "time_data": 0.0061067137867212296, "time_forward": 0.0, "train_grad_norm": 0.11770207434892654, "train_loss_TCO-iter=1": 0.029784617945551872, "train_loss_TCO-iter=1-init=random": 0.029784617945551872, "train_loss_total": 0.2096841037273407, "train_loss_views_confidence": 0.2096841037273407, "train_time_backward": 0.0, "train_time_data": 0.0061067137867212296, "train_time_forward": 0.0, "train_time_iter": 0.6755514144897461, "train_time_render": 0.31038567423820496, "epoch": 375, "has_visualization": false} {"cpu_memory": 31.159835815429688, "cuda_memory": 5.363624572753906, "gpu_memory": 23.01666259765625, "grad_norm": 0.11915065348148346, "grad_norm_std": 0.009304646402597427, "learning_rate": 0.0003000000142492354, "n_datas": 43315200.0, "n_iterations": 84600.0, "time": 1655054080.0, "time_backward": 0.0, "time_data": 0.006170263979583979, "time_forward": 0.0, "train_grad_norm": 0.11915065348148346, "train_loss_TCO-iter=1": 0.029865816235542297, "train_loss_TCO-iter=1-init=random": 0.029865816235542297, "train_loss_total": 0.20877084136009216, "train_loss_views_confidence": 0.20877084136009216, "train_time_backward": 0.0, "train_time_data": 0.006170263979583979, "train_time_forward": 0.0, "train_time_iter": 0.6581720113754272, "train_time_render": 0.31120240688323975, "epoch": 376, "has_visualization": false} {"cpu_memory": 31.25855255126953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.067718505859375, "grad_norm": 0.11795760691165924, "grad_norm_std": 0.010234173387289047, "learning_rate": 0.0003000000142492354, "n_datas": 43430400.0, "n_iterations": 84825.0, "time": 1655054080.0, "time_backward": 0.0, "time_data": 0.006262226030230522, "time_forward": 0.0, "train_grad_norm": 0.11795760691165924, "train_loss_TCO-iter=1": 0.029795212671160698, "train_loss_TCO-iter=1-init=random": 0.029795212671160698, "train_loss_total": 0.2087123841047287, "train_loss_views_confidence": 0.2087123841047287, "train_time_backward": 0.0, "train_time_data": 0.006262226030230522, "train_time_forward": 0.0, "train_time_iter": 0.6663836240768433, "train_time_render": 0.3125113546848297, "epoch": 377, "has_visualization": false} {"cpu_memory": 31.33689308166504, "cuda_memory": 5.363624572753906, "gpu_memory": 23.10443115234375, "grad_norm": 0.11875332146883011, "grad_norm_std": 0.011319388635456562, "learning_rate": 0.0003000000142492354, "n_datas": 43545600.0, "n_iterations": 85050.0, "time": 1655054208.0, "time_backward": 0.0, "time_data": 0.0061835660599172115, "time_forward": 0.0, "train_grad_norm": 0.11875332146883011, "train_loss_TCO-iter=1": 0.02988419495522976, "train_loss_TCO-iter=1-init=random": 0.02988419495522976, "train_loss_total": 0.20879006385803223, "train_loss_views_confidence": 0.20879006385803223, "train_time_backward": 0.0, "train_time_data": 0.0061835660599172115, "train_time_forward": 0.0, "train_time_iter": 0.6561251282691956, "train_time_render": 0.3135530352592468, "epoch": 378, "has_visualization": false} {"cpu_memory": 31.415302276611328, "cuda_memory": 5.363624572753906, "gpu_memory": 23.144805908203125, "grad_norm": 0.11762586981058121, "grad_norm_std": 0.008752137422561646, "learning_rate": 0.0003000000142492354, "n_datas": 43660800.0, "n_iterations": 85275.0, "time": 1655054336.0, "time_backward": 0.0, "time_data": 0.0061800312250852585, "time_forward": 0.0, "train_grad_norm": 0.11762586981058121, "train_loss_TCO-iter=1": 0.029849374666810036, "train_loss_TCO-iter=1-init=random": 0.029849374666810036, "train_loss_total": 0.2077079564332962, "train_loss_views_confidence": 0.2077079564332962, "train_time_backward": 0.0, "train_time_data": 0.0061800312250852585, "train_time_forward": 0.0, "train_time_iter": 0.649867832660675, "train_time_render": 0.314396470785141, "epoch": 379, "has_visualization": false} {"cpu_memory": 31.484737396240234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.178863525390625, "grad_norm": 0.11911940574645996, "grad_norm_std": 0.01086423173546791, "learning_rate": 0.0003000000142492354, "n_datas": 43776000.0, "n_iterations": 85500.0, "time": 1655054464.0, "time_backward": 0.0, "time_data": 0.006120260339230299, "time_forward": 0.0, "train_grad_norm": 0.11911940574645996, "train_loss_TCO-iter=1": 0.029856057837605476, "train_loss_TCO-iter=1-init=random": 0.029856057837605476, "train_loss_total": 0.20892757177352905, "train_loss_views_confidence": 0.20892757177352905, "train_time_backward": 0.0, "train_time_data": 0.006120260339230299, "train_time_forward": 0.0, "train_time_iter": 0.6743602752685547, "train_time_render": 0.3140888214111328, "epoch": 380, "has_visualization": false} {"cpu_memory": 31.532028198242188, "cuda_memory": 5.363624572753906, "gpu_memory": 23.203643798828125, "grad_norm": 0.1185411885380745, "grad_norm_std": 0.009381492622196674, "learning_rate": 0.0003000000142492354, "n_datas": 43891200.0, "n_iterations": 85725.0, "time": 1655054592.0, "time_backward": 0.0, "time_data": 0.006100906990468502, "time_forward": 0.0, "train_grad_norm": 0.1185411885380745, "train_loss_TCO-iter=1": 0.029901772737503052, "train_loss_TCO-iter=1-init=random": 0.029901772737503052, "train_loss_total": 0.20882990956306458, "train_loss_views_confidence": 0.20882990956306458, "train_time_backward": 0.0, "train_time_data": 0.006100906990468502, "train_time_forward": 0.0, "train_time_iter": 0.6668679714202881, "train_time_render": 0.3129650950431824, "epoch": 381, "has_visualization": false} {"cpu_memory": 31.57994842529297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.226470947265625, "grad_norm": 0.11906863003969193, "grad_norm_std": 0.009413311257958412, "learning_rate": 0.0003000000142492354, "n_datas": 44006400.0, "n_iterations": 85950.0, "time": 1655054848.0, "time_backward": 0.0, "time_data": 0.00608110660687089, "time_forward": 0.0, "train_grad_norm": 0.11906863003969193, "train_loss_TCO-iter=1": 0.029846858233213425, "train_loss_TCO-iter=1-init=random": 0.029846858233213425, "train_loss_total": 0.20828129351139069, "train_loss_views_confidence": 0.20828129351139069, "train_time_backward": 0.0, "train_time_data": 0.00608110660687089, "train_time_forward": 0.0, "train_time_iter": 0.6539672613143921, "train_time_render": 0.3114479184150696, "epoch": 382, "has_visualization": false} {"cpu_memory": 31.628721237182617, "cuda_memory": 5.363624572753906, "gpu_memory": 23.25177001953125, "grad_norm": 0.12027299404144287, "grad_norm_std": 0.01020873710513115, "learning_rate": 0.0003000000142492354, "n_datas": 44121600.0, "n_iterations": 86175.0, "time": 1655054976.0, "time_backward": 0.0, "time_data": 0.006133571267127991, "time_forward": 0.0, "train_grad_norm": 0.12027299404144287, "train_loss_TCO-iter=1": 0.029815981164574623, "train_loss_TCO-iter=1-init=random": 0.029815981164574623, "train_loss_total": 0.20843921601772308, "train_loss_views_confidence": 0.20843921601772308, "train_time_backward": 0.0, "train_time_data": 0.006133571267127991, "train_time_forward": 0.0, "train_time_iter": 0.6582720875740051, "train_time_render": 0.31277036666870117, "epoch": 383, "has_visualization": false} {"cpu_memory": 31.67474937438965, "cuda_memory": 5.363624572753906, "gpu_memory": 23.275054931640625, "grad_norm": 0.11841853708028793, "grad_norm_std": 0.01128929853439331, "learning_rate": 0.0003000000142492354, "n_datas": 44236800.0, "n_iterations": 86400.0, "time": 1655054976.0, "time_backward": 0.0, "time_data": 0.0061347708106040955, "time_forward": 0.0, "train_grad_norm": 0.11841853708028793, "train_loss_TCO-iter=1": 0.02976883016526699, "train_loss_TCO-iter=1-init=random": 0.02976883016526699, "train_loss_total": 0.21044373512268066, "train_loss_views_confidence": 0.21044373512268066, "train_time_backward": 0.0, "train_time_data": 0.0061347708106040955, "train_time_forward": 0.0, "train_time_iter": 0.6625099778175354, "train_time_render": 0.3119087815284729, "epoch": 384, "has_visualization": false} {"cpu_memory": 31.715883255004883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.294036865234375, "grad_norm": 0.11850605905056, "grad_norm_std": 0.0112985884770751, "learning_rate": 0.0003000000142492354, "n_datas": 44352000.0, "n_iterations": 86625.0, "time": 1655055232.0, "time_backward": 0.0, "time_data": 0.006049450486898422, "time_forward": 0.0, "train_grad_norm": 0.11850605905056, "train_loss_TCO-iter=1": 0.029807228595018387, "train_loss_TCO-iter=1-init=random": 0.029807228595018387, "train_loss_total": 0.20888978242874146, "train_loss_views_confidence": 0.20888978242874146, "train_time_backward": 0.0, "train_time_data": 0.006049450486898422, "train_time_forward": 0.0, "train_time_iter": 0.6599024534225464, "train_time_render": 0.31179118156433105, "epoch": 385, "has_visualization": false} {"cpu_memory": 31.75150489807129, "cuda_memory": 5.363624572753906, "gpu_memory": 23.311859130859375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 44467200.0, "n_iterations": 86850.0, "time": 1655055360.0, "time_backward": 0.0, "time_data": 0.006013119127601385, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02986060082912445, "train_loss_TCO-iter=1-init=random": 0.02986060082912445, "train_loss_total": 0.20957881212234497, "train_loss_views_confidence": 0.20957881212234497, "train_time_backward": 0.0, "train_time_data": 0.006013119127601385, "train_time_forward": 0.0, "train_time_iter": 0.6545101404190063, "train_time_render": 0.3118838667869568, "epoch": 386, "has_visualization": false} {"cpu_memory": 31.782028198242188, "cuda_memory": 5.363624572753906, "gpu_memory": 23.327117919921875, "grad_norm": 0.11787234991788864, "grad_norm_std": 0.010138855315744877, "learning_rate": 0.0003000000142492354, "n_datas": 44582400.0, "n_iterations": 87075.0, "time": 1655055488.0, "time_backward": 0.0, "time_data": 0.006139570381492376, "time_forward": 0.0, "train_grad_norm": 0.11787234991788864, "train_loss_TCO-iter=1": 0.029731791466474533, "train_loss_TCO-iter=1-init=random": 0.029731791466474533, "train_loss_total": 0.208269864320755, "train_loss_views_confidence": 0.208269864320755, "train_time_backward": 0.0, "train_time_data": 0.006139570381492376, "train_time_forward": 0.0, "train_time_iter": 0.6475812196731567, "train_time_render": 0.31110596656799316, "epoch": 387, "has_visualization": false} {"cpu_memory": 31.810651779174805, "cuda_memory": 5.363624572753906, "gpu_memory": 23.339691162109375, "grad_norm": 0.11797484755516052, "grad_norm_std": 0.009855239652097225, "learning_rate": 0.0003000000142492354, "n_datas": 44697600.0, "n_iterations": 87300.0, "time": 1655055744.0, "time_backward": 0.0, "time_data": 0.006150760687887669, "time_forward": 0.0, "train_grad_norm": 0.11797484755516052, "train_loss_TCO-iter=1": 0.029711751267313957, "train_loss_TCO-iter=1-init=random": 0.029711751267313957, "train_loss_total": 0.209798663854599, "train_loss_views_confidence": 0.209798663854599, "train_time_backward": 0.0, "train_time_data": 0.006150760687887669, "train_time_forward": 0.0, "train_time_iter": 0.6610886454582214, "train_time_render": 0.31044766306877136, "epoch": 388, "has_visualization": false} {"cpu_memory": 31.83458709716797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.351165771484375, "grad_norm": 0.11814284324645996, "grad_norm_std": 0.009494906291365623, "learning_rate": 0.0003000000142492354, "n_datas": 44812800.0, "n_iterations": 87525.0, "time": 1655055872.0, "time_backward": 0.0, "time_data": 0.00620549451559782, "time_forward": 0.0, "train_grad_norm": 0.11814284324645996, "train_loss_TCO-iter=1": 0.029829099774360657, "train_loss_TCO-iter=1-init=random": 0.029829099774360657, "train_loss_total": 0.2089584767818451, "train_loss_views_confidence": 0.2089584767818451, "train_time_backward": 0.0, "train_time_data": 0.00620549451559782, "train_time_forward": 0.0, "train_time_iter": 0.6598854064941406, "train_time_render": 0.31072065234184265, "epoch": 389, "has_visualization": false} {"cpu_memory": 31.86077880859375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.36285400390625, "grad_norm": 0.11808620393276215, "grad_norm_std": 0.011061753146350384, "learning_rate": 0.0003000000142492354, "n_datas": 44928000.0, "n_iterations": 87750.0, "time": 1655056128.0, "time_backward": 0.0, "time_data": 0.011649862863123417, "time_forward": 0.0, "train_grad_norm": 0.11808620393276215, "train_loss_TCO-iter=1": 0.029746532440185547, "train_loss_TCO-iter=1-init=random": 0.029746532440185547, "train_loss_total": 0.20809274911880493, "train_loss_views_confidence": 0.20809274911880493, "train_time_backward": 0.0, "train_time_data": 0.011649862863123417, "train_time_forward": 0.0, "train_time_iter": 0.6734017729759216, "train_time_render": 0.31028103828430176, "epoch": 390, "has_visualization": false} {"cpu_memory": 31.87989044189453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.373016357421875, "grad_norm": 0.11736945062875748, "grad_norm_std": 0.009995643049478531, "learning_rate": 0.0003000000142492354, "n_datas": 45043200.0, "n_iterations": 87975.0, "time": 1655056128.0, "time_backward": 0.0, "time_data": 0.006042353343218565, "time_forward": 0.0, "train_grad_norm": 0.11736945062875748, "train_loss_TCO-iter=1": 0.029773417860269547, "train_loss_TCO-iter=1-init=random": 0.029773417860269547, "train_loss_total": 0.20929694175720215, "train_loss_views_confidence": 0.20929694175720215, "train_time_backward": 0.0, "train_time_data": 0.006042353343218565, "train_time_forward": 0.0, "train_time_iter": 0.6376454830169678, "train_time_render": 0.3083588778972626, "epoch": 391, "has_visualization": false} {"cpu_memory": 31.900365829467773, "cuda_memory": 5.363624572753906, "gpu_memory": 23.382354736328125, "grad_norm": 0.11811939626932144, "grad_norm_std": 0.01100085861980915, "learning_rate": 0.0003000000142492354, "n_datas": 45158400.0, "n_iterations": 88200.0, "time": 1655056256.0, "time_backward": 0.0, "time_data": 0.006093430332839489, "time_forward": 0.0, "train_grad_norm": 0.11811939626932144, "train_loss_TCO-iter=1": 0.02982383966445923, "train_loss_TCO-iter=1-init=random": 0.02982383966445923, "train_loss_total": 0.20851966738700867, "train_loss_views_confidence": 0.20851966738700867, "train_time_backward": 0.0, "train_time_data": 0.006093430332839489, "train_time_forward": 0.0, "train_time_iter": 0.6528617739677429, "train_time_render": 0.31012001633644104, "epoch": 392, "has_visualization": false} {"cpu_memory": 31.92253875732422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.391082763671875, "grad_norm": 0.11792835593223572, "grad_norm_std": 0.00950043834745884, "learning_rate": 0.0003000000142492354, "n_datas": 45273600.0, "n_iterations": 88425.0, "time": 1655056384.0, "time_backward": 0.0, "time_data": 0.006082428619265556, "time_forward": 0.0, "train_grad_norm": 0.11792835593223572, "train_loss_TCO-iter=1": 0.029749521985650063, "train_loss_TCO-iter=1-init=random": 0.029749521985650063, "train_loss_total": 0.20812982320785522, "train_loss_views_confidence": 0.20812982320785522, "train_time_backward": 0.0, "train_time_data": 0.006082428619265556, "train_time_forward": 0.0, "train_time_iter": 0.6607204079627991, "train_time_render": 0.3107132911682129, "epoch": 393, "has_visualization": false} {"cpu_memory": 31.937803268432617, "cuda_memory": 5.363624572753906, "gpu_memory": 23.3988037109375, "grad_norm": 0.11928272247314453, "grad_norm_std": 0.01188204437494278, "learning_rate": 0.0003000000142492354, "n_datas": 45388800.0, "n_iterations": 88650.0, "time": 1655056640.0, "time_backward": 0.0, "time_data": 0.006116025149822235, "time_forward": 0.0, "train_grad_norm": 0.11928272247314453, "train_loss_TCO-iter=1": 0.029614809900522232, "train_loss_TCO-iter=1-init=random": 0.029614809900522232, "train_loss_total": 0.2083427459001541, "train_loss_views_confidence": 0.2083427459001541, "train_time_backward": 0.0, "train_time_data": 0.006116025149822235, "train_time_forward": 0.0, "train_time_iter": 0.6632236242294312, "train_time_render": 0.3102834224700928, "epoch": 394, "has_visualization": false} {"cpu_memory": 31.95365333557129, "cuda_memory": 5.363624572753906, "gpu_memory": 23.40618896484375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 45504000.0, "n_iterations": 88875.0, "time": 1655056640.0, "time_backward": 0.0, "time_data": 0.0060828253626823425, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029737094417214394, "train_loss_TCO-iter=1-init=random": 0.029737094417214394, "train_loss_total": 0.20806512236595154, "train_loss_views_confidence": 0.20806512236595154, "train_time_backward": 0.0, "train_time_data": 0.0060828253626823425, "train_time_forward": 0.0, "train_time_iter": 0.6539362072944641, "train_time_render": 0.31018081307411194, "epoch": 395, "has_visualization": false} {"cpu_memory": 31.967214584350586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.414459228515625, "grad_norm": 0.11999122053384781, "grad_norm_std": 0.010442377999424934, "learning_rate": 0.0003000000142492354, "n_datas": 45619200.0, "n_iterations": 89100.0, "time": 1655056896.0, "time_backward": 0.0, "time_data": 0.006110800430178642, "time_forward": 0.0, "train_grad_norm": 0.11999122053384781, "train_loss_TCO-iter=1": 0.029695840552449226, "train_loss_TCO-iter=1-init=random": 0.029695840552449226, "train_loss_total": 0.2075491100549698, "train_loss_views_confidence": 0.2075491100549698, "train_time_backward": 0.0, "train_time_data": 0.006110800430178642, "train_time_forward": 0.0, "train_time_iter": 0.6549635529518127, "train_time_render": 0.3107406795024872, "epoch": 396, "has_visualization": false} {"cpu_memory": 31.979948043823242, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4193115234375, "grad_norm": 0.11858846247196198, "grad_norm_std": 0.01010630652308464, "learning_rate": 0.0003000000142492354, "n_datas": 45734400.0, "n_iterations": 89325.0, "time": 1655057024.0, "time_backward": 0.0, "time_data": 0.00596347963437438, "time_forward": 0.0, "train_grad_norm": 0.11858846247196198, "train_loss_TCO-iter=1": 0.029730597510933876, "train_loss_TCO-iter=1-init=random": 0.029730597510933876, "train_loss_total": 0.20690315961837769, "train_loss_views_confidence": 0.20690315961837769, "train_time_backward": 0.0, "train_time_data": 0.00596347963437438, "train_time_forward": 0.0, "train_time_iter": 0.6734500527381897, "train_time_render": 0.31110796332359314, "epoch": 397, "has_visualization": false} {"cpu_memory": 31.998668670654297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.42498779296875, "grad_norm": 0.11760812997817993, "grad_norm_std": 0.009525894187390804, "learning_rate": 0.0003000000142492354, "n_datas": 45849600.0, "n_iterations": 89550.0, "time": 1655057024.0, "time_backward": 0.0, "time_data": 0.006175536196678877, "time_forward": 0.0, "train_grad_norm": 0.11760812997817993, "train_loss_TCO-iter=1": 0.02979973703622818, "train_loss_TCO-iter=1-init=random": 0.02979973703622818, "train_loss_total": 0.20781847834587097, "train_loss_views_confidence": 0.20781847834587097, "train_time_backward": 0.0, "train_time_data": 0.006175536196678877, "train_time_forward": 0.0, "train_time_iter": 0.6644090414047241, "train_time_render": 0.3110353648662567, "epoch": 398, "has_visualization": false} {"cpu_memory": 32.01197814941406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4329833984375, "grad_norm": 0.11621277779340744, "grad_norm_std": 0.009402583353221416, "learning_rate": 0.0003000000142492354, "n_datas": 45964800.0, "n_iterations": 89775.0, "time": 1655057280.0, "time_backward": 0.0, "time_data": 0.006222632247954607, "time_forward": 0.0, "train_grad_norm": 0.11621277779340744, "train_loss_TCO-iter=1": 0.0297520961612463, "train_loss_TCO-iter=1-init=random": 0.0297520961612463, "train_loss_total": 0.20635634660720825, "train_loss_views_confidence": 0.20635634660720825, "train_time_backward": 0.0, "train_time_data": 0.006222632247954607, "train_time_forward": 0.0, "train_time_iter": 0.6491647362709045, "train_time_render": 0.31069934368133545, "epoch": 399, "has_visualization": false} {"cpu_memory": 32.035865783691406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.439788818359375, "grad_norm": 0.11921475827693939, "grad_norm_std": 0.010691176168620586, "learning_rate": 0.0003000000142492354, "n_datas": 46080000.0, "n_iterations": 90000.0, "time": 1655057536.0, "time_backward": 0.0, "time_data": 0.006064738146960735, "time_forward": 0.0, "train_grad_norm": 0.11921475827693939, "train_loss_TCO-iter=1": 0.029687291011214256, "train_loss_TCO-iter=1-init=random": 0.029687291011214256, "train_loss_total": 0.20674201846122742, "train_loss_views_confidence": 0.20674201846122742, "train_time_backward": 0.0, "train_time_data": 0.006064738146960735, "train_time_forward": 0.0, "train_time_iter": 0.6579422950744629, "train_time_render": 0.31137174367904663, "epoch": 400, "has_visualization": false} {"cpu_memory": 32.050315856933594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.444366455078125, "grad_norm": 0.11844737082719803, "grad_norm_std": 0.010027014650404453, "learning_rate": 0.0003000000142492354, "n_datas": 46195200.0, "n_iterations": 90225.0, "time": 1655057792.0, "time_backward": 0.0, "time_data": 0.006142927799373865, "time_forward": 0.0, "train_grad_norm": 0.11844737082719803, "train_loss_TCO-iter=1": 0.02970937080681324, "train_loss_TCO-iter=1-init=random": 0.02970937080681324, "train_loss_total": 0.2078462392091751, "train_loss_views_confidence": 0.2078462392091751, "train_time_backward": 0.0, "train_time_data": 0.006142927799373865, "train_time_forward": 0.0, "train_time_iter": 0.6678088307380676, "train_time_render": 0.31124475598335266, "epoch": 401, "has_visualization": false} {"cpu_memory": 32.066490173339844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.449188232421875, "grad_norm": 0.11833540350198746, "grad_norm_std": 0.011238940060138702, "learning_rate": 0.0003000000142492354, "n_datas": 46310400.0, "n_iterations": 90450.0, "time": 1655057792.0, "time_backward": 0.0, "time_data": 0.006096182856708765, "time_forward": 0.0, "train_grad_norm": 0.11833540350198746, "train_loss_TCO-iter=1": 0.029876859858632088, "train_loss_TCO-iter=1-init=random": 0.029876859858632088, "train_loss_total": 0.20721769332885742, "train_loss_views_confidence": 0.20721769332885742, "train_time_backward": 0.0, "train_time_data": 0.006096182856708765, "train_time_forward": 0.0, "train_time_iter": 0.6738498210906982, "train_time_render": 0.3114801347255707, "epoch": 402, "has_visualization": false} {"cpu_memory": 32.074058532714844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.451629638671875, "grad_norm": 0.11719939112663269, "grad_norm_std": 0.00971794594079256, "learning_rate": 0.0003000000142492354, "n_datas": 46425600.0, "n_iterations": 90675.0, "time": 1655057920.0, "time_backward": 0.0, "time_data": 0.006009580567479134, "time_forward": 0.0, "train_grad_norm": 0.11719939112663269, "train_loss_TCO-iter=1": 0.02976473607122898, "train_loss_TCO-iter=1-init=random": 0.02976473607122898, "train_loss_total": 0.20673778653144836, "train_loss_views_confidence": 0.20673778653144836, "train_time_backward": 0.0, "train_time_data": 0.006009580567479134, "train_time_forward": 0.0, "train_time_iter": 0.662769079208374, "train_time_render": 0.31135493516921997, "epoch": 403, "has_visualization": false} {"cpu_memory": 32.08795166015625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.45477294921875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 46540800.0, "n_iterations": 90900.0, "time": 1655058176.0, "time_backward": 0.0, "time_data": 0.006203260738402605, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029795121401548386, "train_loss_TCO-iter=1-init=random": 0.029795121401548386, "train_loss_total": 0.20781660079956055, "train_loss_views_confidence": 0.20781660079956055, "train_time_backward": 0.0, "train_time_data": 0.006203260738402605, "train_time_forward": 0.0, "train_time_iter": 0.6646252870559692, "train_time_render": 0.31264159083366394, "epoch": 404, "has_visualization": false} {"cpu_memory": 32.09676742553711, "cuda_memory": 5.363624572753906, "gpu_memory": 23.458953857421875, "grad_norm": 0.11803659796714783, "grad_norm_std": 0.009240875951945782, "learning_rate": 0.0003000000142492354, "n_datas": 46656000.0, "n_iterations": 91125.0, "time": 1655058304.0, "time_backward": 0.0, "time_data": 0.006082015577703714, "time_forward": 0.0, "train_grad_norm": 0.11803659796714783, "train_loss_TCO-iter=1": 0.029866095632314682, "train_loss_TCO-iter=1-init=random": 0.029866095632314682, "train_loss_total": 0.20712444186210632, "train_loss_views_confidence": 0.20712444186210632, "train_time_backward": 0.0, "train_time_data": 0.006082015577703714, "train_time_forward": 0.0, "train_time_iter": 0.6518636345863342, "train_time_render": 0.311242938041687, "epoch": 405, "has_visualization": false} {"cpu_memory": 32.111854553222656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.46319580078125, "grad_norm": 0.11740291863679886, "grad_norm_std": 0.0091874860227108, "learning_rate": 0.0003000000142492354, "n_datas": 46771200.0, "n_iterations": 91350.0, "time": 1655058432.0, "time_backward": 0.0, "time_data": 0.006111581344157457, "time_forward": 0.0, "train_grad_norm": 0.11740291863679886, "train_loss_TCO-iter=1": 0.029718495905399323, "train_loss_TCO-iter=1-init=random": 0.029718495905399323, "train_loss_total": 0.2079772651195526, "train_loss_views_confidence": 0.2079772651195526, "train_time_backward": 0.0, "train_time_data": 0.006111581344157457, "train_time_forward": 0.0, "train_time_iter": 0.6536207795143127, "train_time_render": 0.3108362853527069, "epoch": 406, "has_visualization": false} {"cpu_memory": 32.12574005126953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.464752197265625, "grad_norm": 0.11752019822597504, "grad_norm_std": 0.01042246725410223, "learning_rate": 0.0003000000142492354, "n_datas": 46886400.0, "n_iterations": 91575.0, "time": 1655058560.0, "time_backward": 0.0, "time_data": 0.006243535317480564, "time_forward": 0.0, "train_grad_norm": 0.11752019822597504, "train_loss_TCO-iter=1": 0.029774246737360954, "train_loss_TCO-iter=1-init=random": 0.029774246737360954, "train_loss_total": 0.20647959411144257, "train_loss_views_confidence": 0.20647959411144257, "train_time_backward": 0.0, "train_time_data": 0.006243535317480564, "train_time_forward": 0.0, "train_time_iter": 0.6753708720207214, "train_time_render": 0.3118084669113159, "epoch": 407, "has_visualization": false} {"cpu_memory": 32.134979248046875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.467559814453125, "grad_norm": 0.11743656545877457, "grad_norm_std": 0.011867912486195564, "learning_rate": 0.0003000000142492354, "n_datas": 47001600.0, "n_iterations": 91800.0, "time": 1655058688.0, "time_backward": 0.0, "time_data": 0.006243482232093811, "time_forward": 0.0, "train_grad_norm": 0.11743656545877457, "train_loss_TCO-iter=1": 0.029733089730143547, "train_loss_TCO-iter=1-init=random": 0.029733089730143547, "train_loss_total": 0.20767821371555328, "train_loss_views_confidence": 0.20767821371555328, "train_time_backward": 0.0, "train_time_data": 0.006243482232093811, "train_time_forward": 0.0, "train_time_iter": 0.66046541929245, "train_time_render": 0.3123202919960022, "epoch": 408, "has_visualization": false} {"cpu_memory": 32.14400100708008, "cuda_memory": 5.363624572753906, "gpu_memory": 23.470428466796875, "grad_norm": 0.11705919355154037, "grad_norm_std": 0.008733697235584259, "learning_rate": 0.0003000000142492354, "n_datas": 47116800.0, "n_iterations": 92025.0, "time": 1655058688.0, "time_backward": 0.0, "time_data": 0.006156252231448889, "time_forward": 0.0, "train_grad_norm": 0.11705919355154037, "train_loss_TCO-iter=1": 0.02976563572883606, "train_loss_TCO-iter=1-init=random": 0.02976563572883606, "train_loss_total": 0.20688049495220184, "train_loss_views_confidence": 0.20688049495220184, "train_time_backward": 0.0, "train_time_data": 0.006156252231448889, "train_time_forward": 0.0, "train_time_iter": 0.6619367599487305, "train_time_render": 0.31295230984687805, "epoch": 409, "has_visualization": false} {"cpu_memory": 32.15635681152344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.474273681640625, "grad_norm": 0.11642652004957199, "grad_norm_std": 0.009760522283613682, "learning_rate": 0.0003000000142492354, "n_datas": 47232000.0, "n_iterations": 92250.0, "time": 1655058944.0, "time_backward": 0.0, "time_data": 0.0061949919909238815, "time_forward": 0.0, "train_grad_norm": 0.11642652004957199, "train_loss_TCO-iter=1": 0.02967298962175846, "train_loss_TCO-iter=1-init=random": 0.02967298962175846, "train_loss_total": 0.20634618401527405, "train_loss_views_confidence": 0.20634618401527405, "train_time_backward": 0.0, "train_time_data": 0.0061949919909238815, "train_time_forward": 0.0, "train_time_iter": 0.6595358848571777, "train_time_render": 0.31237131357192993, "epoch": 410, "has_visualization": false} {"cpu_memory": 32.16338348388672, "cuda_memory": 5.363624572753906, "gpu_memory": 23.476226806640625, "grad_norm": 0.11723364889621735, "grad_norm_std": 0.009740551002323627, "learning_rate": 0.0003000000142492354, "n_datas": 47347200.0, "n_iterations": 92475.0, "time": 1655059072.0, "time_backward": 0.0, "time_data": 0.006099649239331484, "time_forward": 0.0, "train_grad_norm": 0.11723364889621735, "train_loss_TCO-iter=1": 0.02975419908761978, "train_loss_TCO-iter=1-init=random": 0.02975419908761978, "train_loss_total": 0.20760215818881989, "train_loss_views_confidence": 0.20760215818881989, "train_time_backward": 0.0, "train_time_data": 0.006099649239331484, "train_time_forward": 0.0, "train_time_iter": 0.6739805936813354, "train_time_render": 0.3114568889141083, "epoch": 411, "has_visualization": false} {"cpu_memory": 32.17189025878906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.47869873046875, "grad_norm": 0.1160447895526886, "grad_norm_std": 0.009873427450656891, "learning_rate": 0.0003000000142492354, "n_datas": 47462400.0, "n_iterations": 92700.0, "time": 1655059328.0, "time_backward": 0.0, "time_data": 0.00611629243940115, "time_forward": 0.0, "train_grad_norm": 0.1160447895526886, "train_loss_TCO-iter=1": 0.029760465025901794, "train_loss_TCO-iter=1-init=random": 0.029760465025901794, "train_loss_total": 0.20654690265655518, "train_loss_views_confidence": 0.20654690265655518, "train_time_backward": 0.0, "train_time_data": 0.00611629243940115, "train_time_forward": 0.0, "train_time_iter": 0.6592094898223877, "train_time_render": 0.3120969235897064, "epoch": 412, "has_visualization": false} {"cpu_memory": 32.179866790771484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.48114013671875, "grad_norm": 0.11837653070688248, "grad_norm_std": 0.010755528695881367, "learning_rate": 0.0003000000142492354, "n_datas": 47577600.0, "n_iterations": 92925.0, "time": 1655059456.0, "time_backward": 0.0, "time_data": 0.006265913136303425, "time_forward": 0.0, "train_grad_norm": 0.11837653070688248, "train_loss_TCO-iter=1": 0.029751058667898178, "train_loss_TCO-iter=1-init=random": 0.029751058667898178, "train_loss_total": 0.20656219124794006, "train_loss_views_confidence": 0.20656219124794006, "train_time_backward": 0.0, "train_time_data": 0.006265913136303425, "train_time_forward": 0.0, "train_time_iter": 0.6639305949211121, "train_time_render": 0.3124852776527405, "epoch": 413, "has_visualization": false} {"cpu_memory": 32.19157028198242, "cuda_memory": 5.363624572753906, "gpu_memory": 23.483612060546875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 47692800.0, "n_iterations": 93150.0, "time": 1655059584.0, "time_backward": 0.0, "time_data": 0.006257981993257999, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029709510505199432, "train_loss_TCO-iter=1-init=random": 0.029709510505199432, "train_loss_total": 0.205810546875, "train_loss_views_confidence": 0.205810546875, "train_time_backward": 0.0, "train_time_data": 0.006257981993257999, "train_time_forward": 0.0, "train_time_iter": 0.6650665998458862, "train_time_render": 0.3132833242416382, "epoch": 414, "has_visualization": false} {"cpu_memory": 32.20133972167969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.486419677734375, "grad_norm": 0.11713405698537827, "grad_norm_std": 0.009829742833971977, "learning_rate": 0.0003000000142492354, "n_datas": 47808000.0, "n_iterations": 93375.0, "time": 1655059840.0, "time_backward": 0.0, "time_data": 0.006101756356656551, "time_forward": 0.0, "train_grad_norm": 0.11713405698537827, "train_loss_TCO-iter=1": 0.029716305434703827, "train_loss_TCO-iter=1-init=random": 0.029716305434703827, "train_loss_total": 0.20572243630886078, "train_loss_views_confidence": 0.20572243630886078, "train_time_backward": 0.0, "train_time_data": 0.006101756356656551, "train_time_forward": 0.0, "train_time_iter": 0.6627703905105591, "train_time_render": 0.3137264549732208, "epoch": 415, "has_visualization": false} {"cpu_memory": 32.20951843261719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.489593505859375, "grad_norm": 0.1152615174651146, "grad_norm_std": 0.010375739075243473, "learning_rate": 0.0003000000142492354, "n_datas": 47923200.0, "n_iterations": 93600.0, "time": 1655059968.0, "time_backward": 0.0, "time_data": 0.006034728139638901, "time_forward": 0.0, "train_grad_norm": 0.1152615174651146, "train_loss_TCO-iter=1": 0.02963213063776493, "train_loss_TCO-iter=1-init=random": 0.02963213063776493, "train_loss_total": 0.20604263246059418, "train_loss_views_confidence": 0.20604263246059418, "train_time_backward": 0.0, "train_time_data": 0.006034728139638901, "train_time_forward": 0.0, "train_time_iter": 0.6536271572113037, "train_time_render": 0.3129681348800659, "epoch": 416, "has_visualization": false} {"cpu_memory": 32.22097396850586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4915771484375, "grad_norm": 0.11817651242017746, "grad_norm_std": 0.010079212486743927, "learning_rate": 0.0003000000142492354, "n_datas": 48038400.0, "n_iterations": 93825.0, "time": 1655060224.0, "time_backward": 0.0, "time_data": 0.006154760252684355, "time_forward": 0.0, "train_grad_norm": 0.11817651242017746, "train_loss_TCO-iter=1": 0.02976297214627266, "train_loss_TCO-iter=1-init=random": 0.02976297214627266, "train_loss_total": 0.20658883452415466, "train_loss_views_confidence": 0.20658883452415466, "train_time_backward": 0.0, "train_time_data": 0.006154760252684355, "train_time_forward": 0.0, "train_time_iter": 0.6664323210716248, "train_time_render": 0.3138100802898407, "epoch": 417, "has_visualization": false} {"cpu_memory": 32.232242584228516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.494232177734375, "grad_norm": 0.11593758314847946, "grad_norm_std": 0.00917983241379261, "learning_rate": 0.0003000000142492354, "n_datas": 48153600.0, "n_iterations": 94050.0, "time": 1655060224.0, "time_backward": 0.0, "time_data": 0.006159327458590269, "time_forward": 0.0, "train_grad_norm": 0.11593758314847946, "train_loss_TCO-iter=1": 0.02973129227757454, "train_loss_TCO-iter=1-init=random": 0.02973129227757454, "train_loss_total": 0.20608094334602356, "train_loss_views_confidence": 0.20608094334602356, "train_time_backward": 0.0, "train_time_data": 0.006159327458590269, "train_time_forward": 0.0, "train_time_iter": 0.6572998762130737, "train_time_render": 0.3132953345775604, "epoch": 418, "has_visualization": false} {"cpu_memory": 32.24104309082031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.496185302734375, "grad_norm": 0.11479354649782181, "grad_norm_std": 0.009162211790680885, "learning_rate": 0.0003000000142492354, "n_datas": 48268800.0, "n_iterations": 94275.0, "time": 1655060352.0, "time_backward": 0.0, "time_data": 0.0060728671960532665, "time_forward": 0.0, "train_grad_norm": 0.11479354649782181, "train_loss_TCO-iter=1": 0.029814954847097397, "train_loss_TCO-iter=1-init=random": 0.029814954847097397, "train_loss_total": 0.20615896582603455, "train_loss_views_confidence": 0.20615896582603455, "train_time_backward": 0.0, "train_time_data": 0.0060728671960532665, "train_time_forward": 0.0, "train_time_iter": 0.6645953059196472, "train_time_render": 0.31405317783355713, "epoch": 419, "has_visualization": false} {"cpu_memory": 32.248809814453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.4981689453125, "grad_norm": 0.11652659624814987, "grad_norm_std": 0.009766971692442894, "learning_rate": 0.0003000000142492354, "n_datas": 48384000.0, "n_iterations": 94500.0, "time": 1655060480.0, "time_backward": 0.0, "time_data": 0.006178839132189751, "time_forward": 0.0, "train_grad_norm": 0.11652659624814987, "train_loss_TCO-iter=1": 0.02967478521168232, "train_loss_TCO-iter=1-init=random": 0.02967478521168232, "train_loss_total": 0.20567138493061066, "train_loss_views_confidence": 0.20567138493061066, "train_time_backward": 0.0, "train_time_data": 0.006178839132189751, "train_time_forward": 0.0, "train_time_iter": 0.6604900360107422, "train_time_render": 0.314779669046402, "epoch": 420, "has_visualization": false} {"cpu_memory": 32.262813568115234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50042724609375, "grad_norm": 0.11630932241678238, "grad_norm_std": 0.010322541929781437, "learning_rate": 0.0003000000142492354, "n_datas": 48499200.0, "n_iterations": 94725.0, "time": 1655060608.0, "time_backward": 0.0, "time_data": 0.006142056547105312, "time_forward": 0.0, "train_grad_norm": 0.11630932241678238, "train_loss_TCO-iter=1": 0.029735364019870758, "train_loss_TCO-iter=1-init=random": 0.029735364019870758, "train_loss_total": 0.20631127059459686, "train_loss_views_confidence": 0.20631127059459686, "train_time_backward": 0.0, "train_time_data": 0.006142056547105312, "train_time_forward": 0.0, "train_time_iter": 0.6726803779602051, "train_time_render": 0.3138202428817749, "epoch": 421, "has_visualization": false} {"cpu_memory": 32.26890563964844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.502044677734375, "grad_norm": 0.11635249853134155, "grad_norm_std": 0.010058702901005745, "learning_rate": 0.0003000000142492354, "n_datas": 48614400.0, "n_iterations": 94950.0, "time": 1655060736.0, "time_backward": 0.0, "time_data": 0.006176786031574011, "time_forward": 0.0, "train_grad_norm": 0.11635249853134155, "train_loss_TCO-iter=1": 0.029656408354640007, "train_loss_TCO-iter=1-init=random": 0.029656408354640007, "train_loss_total": 0.20543336868286133, "train_loss_views_confidence": 0.20543336868286133, "train_time_backward": 0.0, "train_time_data": 0.006176786031574011, "train_time_forward": 0.0, "train_time_iter": 0.657475471496582, "train_time_render": 0.3123115301132202, "epoch": 422, "has_visualization": false} {"cpu_memory": 32.27798843383789, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50299072265625, "grad_norm": 0.11672957986593246, "grad_norm_std": 0.009485039860010147, "learning_rate": 0.0003000000142492354, "n_datas": 48729600.0, "n_iterations": 95175.0, "time": 1655060992.0, "time_backward": 0.0, "time_data": 0.00608473364263773, "time_forward": 0.0, "train_grad_norm": 0.11672957986593246, "train_loss_TCO-iter=1": 0.029675636440515518, "train_loss_TCO-iter=1-init=random": 0.029675636440515518, "train_loss_total": 0.2053201049566269, "train_loss_views_confidence": 0.2053201049566269, "train_time_backward": 0.0, "train_time_data": 0.00608473364263773, "train_time_forward": 0.0, "train_time_iter": 0.6834598779678345, "train_time_render": 0.31330832839012146, "epoch": 423, "has_visualization": false} {"cpu_memory": 32.28272247314453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.504119873046875, "grad_norm": 0.11487388610839844, "grad_norm_std": 0.00827101431787014, "learning_rate": 0.0003000000142492354, "n_datas": 48844800.0, "n_iterations": 95400.0, "time": 1655061120.0, "time_backward": 0.0, "time_data": 0.006047629285603762, "time_forward": 0.0, "train_grad_norm": 0.11487388610839844, "train_loss_TCO-iter=1": 0.029768193140625954, "train_loss_TCO-iter=1-init=random": 0.029768193140625954, "train_loss_total": 0.20588819682598114, "train_loss_views_confidence": 0.20588819682598114, "train_time_backward": 0.0, "train_time_data": 0.006047629285603762, "train_time_forward": 0.0, "train_time_iter": 0.6686937808990479, "train_time_render": 0.3131231665611267, "epoch": 424, "has_visualization": false} {"cpu_memory": 32.29049301147461, "cuda_memory": 5.363624572753906, "gpu_memory": 23.505462646484375, "grad_norm": 0.11609983444213867, "grad_norm_std": 0.010519145056605339, "learning_rate": 0.0003000000142492354, "n_datas": 48960000.0, "n_iterations": 95625.0, "time": 1655061120.0, "time_backward": 0.0, "time_data": 0.006168761756271124, "time_forward": 0.0, "train_grad_norm": 0.11609983444213867, "train_loss_TCO-iter=1": 0.029665516689419746, "train_loss_TCO-iter=1-init=random": 0.029665516689419746, "train_loss_total": 0.20468448102474213, "train_loss_views_confidence": 0.20468448102474213, "train_time_backward": 0.0, "train_time_data": 0.006168761756271124, "train_time_forward": 0.0, "train_time_iter": 0.6471529006958008, "train_time_render": 0.3118771016597748, "epoch": 425, "has_visualization": false} {"cpu_memory": 32.29823303222656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.506744384765625, "grad_norm": 0.11512456834316254, "grad_norm_std": 0.008796080015599728, "learning_rate": 0.0003000000142492354, "n_datas": 49075200.0, "n_iterations": 95850.0, "time": 1655061376.0, "time_backward": 0.0, "time_data": 0.006160327233374119, "time_forward": 0.0, "train_grad_norm": 0.11512456834316254, "train_loss_TCO-iter=1": 0.02965615689754486, "train_loss_TCO-iter=1-init=random": 0.02965615689754486, "train_loss_total": 0.20488063991069794, "train_loss_views_confidence": 0.20488063991069794, "train_time_backward": 0.0, "train_time_data": 0.006160327233374119, "train_time_forward": 0.0, "train_time_iter": 0.6572229862213135, "train_time_render": 0.3130287826061249, "epoch": 426, "has_visualization": false} {"cpu_memory": 32.30369567871094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50762939453125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 49190400.0, "n_iterations": 96075.0, "time": 1655061632.0, "time_backward": 0.0, "time_data": 0.006115286611020565, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02961367927491665, "train_loss_TCO-iter=1-init=random": 0.02961367927491665, "train_loss_total": 0.20571382343769073, "train_loss_views_confidence": 0.20571382343769073, "train_time_backward": 0.0, "train_time_data": 0.006115286611020565, "train_time_forward": 0.0, "train_time_iter": 0.6562896370887756, "train_time_render": 0.3126091957092285, "epoch": 427, "has_visualization": false} {"cpu_memory": 32.30974578857422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5086669921875, "grad_norm": 0.1162184327840805, "grad_norm_std": 0.009123770520091057, "learning_rate": 0.0003000000142492354, "n_datas": 49305600.0, "n_iterations": 96300.0, "time": 1655061888.0, "time_backward": 0.0, "time_data": 0.006174043752253056, "time_forward": 0.0, "train_grad_norm": 0.1162184327840805, "train_loss_TCO-iter=1": 0.029703732579946518, "train_loss_TCO-iter=1-init=random": 0.029703732579946518, "train_loss_total": 0.20613262057304382, "train_loss_views_confidence": 0.20613262057304382, "train_time_backward": 0.0, "train_time_data": 0.006174043752253056, "train_time_forward": 0.0, "train_time_iter": 0.6703499555587769, "train_time_render": 0.31295108795166016, "epoch": 428, "has_visualization": false} {"cpu_memory": 32.31977081298828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.50909423828125, "grad_norm": 0.11531003564596176, "grad_norm_std": 0.009672978892922401, "learning_rate": 0.0003000000142492354, "n_datas": 49420800.0, "n_iterations": 96525.0, "time": 1655061888.0, "time_backward": 0.0, "time_data": 0.006140317767858505, "time_forward": 0.0, "train_grad_norm": 0.11531003564596176, "train_loss_TCO-iter=1": 0.02974342741072178, "train_loss_TCO-iter=1-init=random": 0.02974342741072178, "train_loss_total": 0.20561541616916656, "train_loss_views_confidence": 0.20561541616916656, "train_time_backward": 0.0, "train_time_data": 0.006140317767858505, "train_time_forward": 0.0, "train_time_iter": 0.6629451513290405, "train_time_render": 0.3129914402961731, "epoch": 429, "has_visualization": false} {"cpu_memory": 32.32594299316406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.510498046875, "grad_norm": 0.11632693558931351, "grad_norm_std": 0.011004231870174408, "learning_rate": 0.0003000000142492354, "n_datas": 49536000.0, "n_iterations": 96750.0, "time": 1655062016.0, "time_backward": 0.0, "time_data": 0.0062299673445522785, "time_forward": 0.0, "train_grad_norm": 0.11632693558931351, "train_loss_TCO-iter=1": 0.029645614326000214, "train_loss_TCO-iter=1-init=random": 0.029645614326000214, "train_loss_total": 0.20558539032936096, "train_loss_views_confidence": 0.20558539032936096, "train_time_backward": 0.0, "train_time_data": 0.0062299673445522785, "train_time_forward": 0.0, "train_time_iter": 0.6589511036872864, "train_time_render": 0.3128221333026886, "epoch": 430, "has_visualization": false} {"cpu_memory": 32.331417083740234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.511474609375, "grad_norm": 0.11800354719161987, "grad_norm_std": 0.011078476905822754, "learning_rate": 0.0003000000142492354, "n_datas": 49651200.0, "n_iterations": 96975.0, "time": 1655062272.0, "time_backward": 0.0, "time_data": 0.011918963864445686, "time_forward": 0.0, "train_grad_norm": 0.11800354719161987, "train_loss_TCO-iter=1": 0.029643844813108444, "train_loss_TCO-iter=1-init=random": 0.029643844813108444, "train_loss_total": 0.2056112438440323, "train_loss_views_confidence": 0.2056112438440323, "train_time_backward": 0.0, "train_time_data": 0.011918963864445686, "train_time_forward": 0.0, "train_time_iter": 0.6686035990715027, "train_time_render": 0.3122399151325226, "epoch": 431, "has_visualization": false} {"cpu_memory": 32.34281539916992, "cuda_memory": 5.363624572753906, "gpu_memory": 23.512969970703125, "grad_norm": 0.1151832640171051, "grad_norm_std": 0.009190921671688557, "learning_rate": 0.0003000000142492354, "n_datas": 49766400.0, "n_iterations": 97200.0, "time": 1655062272.0, "time_backward": 0.0, "time_data": 0.006278884131461382, "time_forward": 0.0, "train_grad_norm": 0.1151832640171051, "train_loss_TCO-iter=1": 0.02973560243844986, "train_loss_TCO-iter=1-init=random": 0.02973560243844986, "train_loss_total": 0.2065427601337433, "train_loss_views_confidence": 0.2065427601337433, "train_time_backward": 0.0, "train_time_data": 0.006278884131461382, "train_time_forward": 0.0, "train_time_iter": 0.6549858450889587, "train_time_render": 0.31222206354141235, "epoch": 432, "has_visualization": false} {"cpu_memory": 32.35151672363281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.514862060546875, "grad_norm": 0.11560352891683578, "grad_norm_std": 0.008576277643442154, "learning_rate": 0.0003000000142492354, "n_datas": 49881600.0, "n_iterations": 97425.0, "time": 1655062528.0, "time_backward": 0.0, "time_data": 0.006206766236573458, "time_forward": 0.0, "train_grad_norm": 0.11560352891683578, "train_loss_TCO-iter=1": 0.029712479561567307, "train_loss_TCO-iter=1-init=random": 0.029712479561567307, "train_loss_total": 0.20565660297870636, "train_loss_views_confidence": 0.20565660297870636, "train_time_backward": 0.0, "train_time_data": 0.006206766236573458, "train_time_forward": 0.0, "train_time_iter": 0.6581749320030212, "train_time_render": 0.31306037306785583, "epoch": 433, "has_visualization": false} {"cpu_memory": 32.35553741455078, "cuda_memory": 5.363624572753906, "gpu_memory": 23.51568603515625, "grad_norm": 0.11574021726846695, "grad_norm_std": 0.008903710171580315, "learning_rate": 0.0003000000142492354, "n_datas": 49996800.0, "n_iterations": 97650.0, "time": 1655062656.0, "time_backward": 0.0, "time_data": 0.006124438252300024, "time_forward": 0.0, "train_grad_norm": 0.11574021726846695, "train_loss_TCO-iter=1": 0.02966405637562275, "train_loss_TCO-iter=1-init=random": 0.02966405637562275, "train_loss_total": 0.20535582304000854, "train_loss_views_confidence": 0.20535582304000854, "train_time_backward": 0.0, "train_time_data": 0.006124438252300024, "train_time_forward": 0.0, "train_time_iter": 0.6595760583877563, "train_time_render": 0.31350478529930115, "epoch": 434, "has_visualization": false} {"cpu_memory": 32.361202239990234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5162353515625, "grad_norm": 0.11648617684841156, "grad_norm_std": 0.009875668212771416, "learning_rate": 0.0003000000142492354, "n_datas": 50112000.0, "n_iterations": 97875.0, "time": 1655062784.0, "time_backward": 0.0, "time_data": 0.006101756822317839, "time_forward": 0.0, "train_grad_norm": 0.11648617684841156, "train_loss_TCO-iter=1": 0.029674315825104713, "train_loss_TCO-iter=1-init=random": 0.029674315825104713, "train_loss_total": 0.20420295000076294, "train_loss_views_confidence": 0.20420295000076294, "train_time_backward": 0.0, "train_time_data": 0.006101756822317839, "train_time_forward": 0.0, "train_time_iter": 0.663550853729248, "train_time_render": 0.31337887048721313, "epoch": 435, "has_visualization": false} {"cpu_memory": 32.37006378173828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.517486572265625, "grad_norm": 0.11499977856874466, "grad_norm_std": 0.00907617062330246, "learning_rate": 0.0003000000142492354, "n_datas": 50227200.0, "n_iterations": 98100.0, "time": 1655062784.0, "time_backward": 0.0, "time_data": 0.006035594269633293, "time_forward": 0.0, "train_grad_norm": 0.11499977856874466, "train_loss_TCO-iter=1": 0.029813501983880997, "train_loss_TCO-iter=1-init=random": 0.029813501983880997, "train_loss_total": 0.2057603895664215, "train_loss_views_confidence": 0.2057603895664215, "train_time_backward": 0.0, "train_time_data": 0.006035594269633293, "train_time_forward": 0.0, "train_time_iter": 0.666428804397583, "train_time_render": 0.3143506944179535, "epoch": 436, "has_visualization": false} {"cpu_memory": 32.376766204833984, "cuda_memory": 5.363624572753906, "gpu_memory": 23.51824951171875, "grad_norm": 0.1133710965514183, "grad_norm_std": 0.00799444131553173, "learning_rate": 0.0003000000142492354, "n_datas": 50342400.0, "n_iterations": 98325.0, "time": 1655063040.0, "time_backward": 0.0, "time_data": 0.006142516154795885, "time_forward": 0.0, "train_grad_norm": 0.1133710965514183, "train_loss_TCO-iter=1": 0.029741574078798294, "train_loss_TCO-iter=1-init=random": 0.029741574078798294, "train_loss_total": 0.2045278400182724, "train_loss_views_confidence": 0.2045278400182724, "train_time_backward": 0.0, "train_time_data": 0.006142516154795885, "train_time_forward": 0.0, "train_time_iter": 0.6667689681053162, "train_time_render": 0.31315410137176514, "epoch": 437, "has_visualization": false} {"cpu_memory": 32.38157272338867, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5186767578125, "grad_norm": 0.11559482663869858, "grad_norm_std": 0.009911898523569107, "learning_rate": 0.0003000000142492354, "n_datas": 50457600.0, "n_iterations": 98550.0, "time": 1655063168.0, "time_backward": 0.0, "time_data": 0.006131350994110107, "time_forward": 0.0, "train_grad_norm": 0.11559482663869858, "train_loss_TCO-iter=1": 0.029649337753653526, "train_loss_TCO-iter=1-init=random": 0.029649337753653526, "train_loss_total": 0.20417429506778717, "train_loss_views_confidence": 0.20417429506778717, "train_time_backward": 0.0, "train_time_data": 0.006131350994110107, "train_time_forward": 0.0, "train_time_iter": 0.6623849868774414, "train_time_render": 0.3130699694156647, "epoch": 438, "has_visualization": false} {"cpu_memory": 32.387638092041016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.51885986328125, "grad_norm": 0.11595821380615234, "grad_norm_std": 0.010028264485299587, "learning_rate": 0.0003000000142492354, "n_datas": 50572800.0, "n_iterations": 98775.0, "time": 1655063424.0, "time_backward": 0.0, "time_data": 0.006203149911016226, "time_forward": 0.0, "train_grad_norm": 0.11595821380615234, "train_loss_TCO-iter=1": 0.02969842404127121, "train_loss_TCO-iter=1-init=random": 0.02969842404127121, "train_loss_total": 0.2054516077041626, "train_loss_views_confidence": 0.2054516077041626, "train_time_backward": 0.0, "train_time_data": 0.006203149911016226, "train_time_forward": 0.0, "train_time_iter": 0.6630603075027466, "train_time_render": 0.312679648399353, "epoch": 439, "has_visualization": false} {"cpu_memory": 32.40034103393555, "cuda_memory": 5.363624572753906, "gpu_memory": 23.519775390625, "grad_norm": 0.11655201017856598, "grad_norm_std": 0.009239285252988338, "learning_rate": 0.0003000000142492354, "n_datas": 50688000.0, "n_iterations": 99000.0, "time": 1655063552.0, "time_backward": 0.0, "time_data": 0.006212211679667234, "time_forward": 0.0, "train_grad_norm": 0.11655201017856598, "train_loss_TCO-iter=1": 0.02970675751566887, "train_loss_TCO-iter=1-init=random": 0.02970675751566887, "train_loss_total": 0.20450712740421295, "train_loss_views_confidence": 0.20450712740421295, "train_time_backward": 0.0, "train_time_data": 0.006212211679667234, "train_time_forward": 0.0, "train_time_iter": 0.6636663675308228, "train_time_render": 0.3131963014602661, "epoch": 440, "has_visualization": false} {"cpu_memory": 32.404151916503906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5208740234375, "grad_norm": 0.1177857294678688, "grad_norm_std": 0.009552176110446453, "learning_rate": 0.0003000000142492354, "n_datas": 50803200.0, "n_iterations": 99225.0, "time": 1655063680.0, "time_backward": 0.0, "time_data": 0.006062905304133892, "time_forward": 0.0, "train_grad_norm": 0.1177857294678688, "train_loss_TCO-iter=1": 0.029755789786577225, "train_loss_TCO-iter=1-init=random": 0.029755789786577225, "train_loss_total": 0.20396313071250916, "train_loss_views_confidence": 0.20396313071250916, "train_time_backward": 0.0, "train_time_data": 0.006062905304133892, "train_time_forward": 0.0, "train_time_iter": 0.659425675868988, "train_time_render": 0.3132757246494293, "epoch": 441, "has_visualization": false} {"cpu_memory": 32.40804672241211, "cuda_memory": 5.363624572753906, "gpu_memory": 23.521392822265625, "grad_norm": 0.11498905718326569, "grad_norm_std": 0.00811673328280449, "learning_rate": 0.0003000000142492354, "n_datas": 50918400.0, "n_iterations": 99450.0, "time": 1655063936.0, "time_backward": 0.0, "time_data": 0.006314342841506004, "time_forward": 0.0, "train_grad_norm": 0.11498905718326569, "train_loss_TCO-iter=1": 0.029595913365483284, "train_loss_TCO-iter=1-init=random": 0.029595913365483284, "train_loss_total": 0.2046898901462555, "train_loss_views_confidence": 0.2046898901462555, "train_time_backward": 0.0, "train_time_data": 0.006314342841506004, "train_time_forward": 0.0, "train_time_iter": 0.6585700511932373, "train_time_render": 0.313133180141449, "epoch": 442, "has_visualization": false} {"cpu_memory": 32.41730499267578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.521636962890625, "grad_norm": 0.11372888833284378, "grad_norm_std": 0.009091625921428204, "learning_rate": 0.0003000000142492354, "n_datas": 51033600.0, "n_iterations": 99675.0, "time": 1655063936.0, "time_backward": 0.0, "time_data": 0.006239890120923519, "time_forward": 0.0, "train_grad_norm": 0.11372888833284378, "train_loss_TCO-iter=1": 0.029779158532619476, "train_loss_TCO-iter=1-init=random": 0.029779158532619476, "train_loss_total": 0.2055867463350296, "train_loss_views_confidence": 0.2055867463350296, "train_time_backward": 0.0, "train_time_data": 0.006239890120923519, "train_time_forward": 0.0, "train_time_iter": 0.6721948385238647, "train_time_render": 0.31294217705726624, "epoch": 443, "has_visualization": false} {"cpu_memory": 32.42192077636719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52227783203125, "grad_norm": 0.11535288393497467, "grad_norm_std": 0.009869803674519062, "learning_rate": 0.0003000000142492354, "n_datas": 51148800.0, "n_iterations": 99900.0, "time": 1655064320.0, "time_backward": 0.0, "time_data": 0.0061378320679068565, "time_forward": 0.0, "train_grad_norm": 0.11535288393497467, "train_loss_TCO-iter=1": 0.029724139720201492, "train_loss_TCO-iter=1-init=random": 0.029724139720201492, "train_loss_total": 0.20444390177726746, "train_loss_views_confidence": 0.20444390177726746, "train_time_backward": 0.0, "train_time_data": 0.0061378320679068565, "train_time_forward": 0.0, "train_time_iter": 0.6549171209335327, "train_time_render": 0.31387704610824585, "epoch": 444, "has_visualization": false} {"cpu_memory": 32.42671203613281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.522613525390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 51264000.0, "n_iterations": 100125.0, "time": 1655064320.0, "time_backward": 0.0, "time_data": 0.006222677882760763, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02977513149380684, "train_loss_TCO-iter=1-init=random": 0.02977513149380684, "train_loss_total": 0.2048863023519516, "train_loss_views_confidence": 0.2048863023519516, "train_time_backward": 0.0, "train_time_data": 0.006222677882760763, "train_time_forward": 0.0, "train_time_iter": 0.6565337181091309, "train_time_render": 0.3129032552242279, "epoch": 445, "has_visualization": false} {"cpu_memory": 32.436222076416016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.523712158203125, "grad_norm": 0.11629804223775864, "grad_norm_std": 0.009790326468646526, "learning_rate": 0.0003000000142492354, "n_datas": 51379200.0, "n_iterations": 100350.0, "time": 1655064448.0, "time_backward": 0.0, "time_data": 0.006278261076658964, "time_forward": 0.0, "train_grad_norm": 0.11629804223775864, "train_loss_TCO-iter=1": 0.029578013345599174, "train_loss_TCO-iter=1-init=random": 0.029578013345599174, "train_loss_total": 0.20378629863262177, "train_loss_views_confidence": 0.20378629863262177, "train_time_backward": 0.0, "train_time_data": 0.006278261076658964, "train_time_forward": 0.0, "train_time_iter": 0.6633063554763794, "train_time_render": 0.31258848309516907, "epoch": 446, "has_visualization": false} {"cpu_memory": 32.44461441040039, "cuda_memory": 5.363624572753906, "gpu_memory": 23.524444580078125, "grad_norm": 0.11530667543411255, "grad_norm_std": 0.009627040475606918, "learning_rate": 0.0003000000142492354, "n_datas": 51494400.0, "n_iterations": 100575.0, "time": 1655064576.0, "time_backward": 0.0, "time_data": 0.0063018398359417915, "time_forward": 0.0, "train_grad_norm": 0.11530667543411255, "train_loss_TCO-iter=1": 0.029645295813679695, "train_loss_TCO-iter=1-init=random": 0.029645295813679695, "train_loss_total": 0.2037171870470047, "train_loss_views_confidence": 0.2037171870470047, "train_time_backward": 0.0, "train_time_data": 0.0063018398359417915, "train_time_forward": 0.0, "train_time_iter": 0.6700141429901123, "train_time_render": 0.3128494918346405, "epoch": 447, "has_visualization": false} {"cpu_memory": 32.450660705566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52508544921875, "grad_norm": 0.11466574668884277, "grad_norm_std": 0.008573714643716812, "learning_rate": 0.0003000000142492354, "n_datas": 51609600.0, "n_iterations": 100800.0, "time": 1655064704.0, "time_backward": 0.0, "time_data": 0.006266465410590172, "time_forward": 0.0, "train_grad_norm": 0.11466574668884277, "train_loss_TCO-iter=1": 0.029674731194972992, "train_loss_TCO-iter=1-init=random": 0.029674731194972992, "train_loss_total": 0.20522117614746094, "train_loss_views_confidence": 0.20522117614746094, "train_time_backward": 0.0, "train_time_data": 0.006266465410590172, "train_time_forward": 0.0, "train_time_iter": 0.6636145710945129, "train_time_render": 0.3136628568172455, "epoch": 448, "has_visualization": false} {"cpu_memory": 32.460628509521484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.525726318359375, "grad_norm": 0.11487416177988052, "grad_norm_std": 0.008612425066530704, "learning_rate": 0.0003000000142492354, "n_datas": 51724800.0, "n_iterations": 101025.0, "time": 1655064832.0, "time_backward": 0.0, "time_data": 0.006211413070559502, "time_forward": 0.0, "train_grad_norm": 0.11487416177988052, "train_loss_TCO-iter=1": 0.02967694215476513, "train_loss_TCO-iter=1-init=random": 0.02967694215476513, "train_loss_total": 0.20356467366218567, "train_loss_views_confidence": 0.20356467366218567, "train_time_backward": 0.0, "train_time_data": 0.006211413070559502, "train_time_forward": 0.0, "train_time_iter": 0.6586584448814392, "train_time_render": 0.31358563899993896, "epoch": 449, "has_visualization": false} {"cpu_memory": 32.467559814453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52655029296875, "grad_norm": 0.11347821354866028, "grad_norm_std": 0.00862506777048111, "learning_rate": 0.0003000000142492354, "n_datas": 51840000.0, "n_iterations": 101250.0, "time": 1655065088.0, "time_backward": 0.0, "time_data": 0.006273745093494654, "time_forward": 0.0, "train_grad_norm": 0.11347821354866028, "train_loss_TCO-iter=1": 0.029665619134902954, "train_loss_TCO-iter=1-init=random": 0.029665619134902954, "train_loss_total": 0.205927312374115, "train_loss_views_confidence": 0.205927312374115, "train_time_backward": 0.0, "train_time_data": 0.006273745093494654, "train_time_forward": 0.0, "train_time_iter": 0.6595946550369263, "train_time_render": 0.3137075901031494, "epoch": 450, "has_visualization": false} {"cpu_memory": 32.47146224975586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52734375, "grad_norm": 0.11538732796907425, "grad_norm_std": 0.009235435165464878, "learning_rate": 0.0003000000142492354, "n_datas": 51955200.0, "n_iterations": 101475.0, "time": 1655065216.0, "time_backward": 0.0, "time_data": 0.006270300131291151, "time_forward": 0.0, "train_grad_norm": 0.11538732796907425, "train_loss_TCO-iter=1": 0.029648680239915848, "train_loss_TCO-iter=1-init=random": 0.029648680239915848, "train_loss_total": 0.2043534815311432, "train_loss_views_confidence": 0.2043534815311432, "train_time_backward": 0.0, "train_time_data": 0.006270300131291151, "train_time_forward": 0.0, "train_time_iter": 0.6593177914619446, "train_time_render": 0.31370484828948975, "epoch": 451, "has_visualization": false} {"cpu_memory": 32.4771728515625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.527587890625, "grad_norm": 0.1161523163318634, "grad_norm_std": 0.010199902579188347, "learning_rate": 0.0003000000142492354, "n_datas": 52070400.0, "n_iterations": 101700.0, "time": 1655065216.0, "time_backward": 0.0, "time_data": 0.006274384446442127, "time_forward": 0.0, "train_grad_norm": 0.1161523163318634, "train_loss_TCO-iter=1": 0.029719624668359756, "train_loss_TCO-iter=1-init=random": 0.029719624668359756, "train_loss_total": 0.20388749241828918, "train_loss_views_confidence": 0.20388749241828918, "train_time_backward": 0.0, "train_time_data": 0.006274384446442127, "train_time_forward": 0.0, "train_time_iter": 0.6623704433441162, "train_time_render": 0.31339025497436523, "epoch": 452, "has_visualization": false} {"cpu_memory": 32.48070526123047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.528076171875, "grad_norm": 0.115053191781044, "grad_norm_std": 0.009696781635284424, "learning_rate": 0.0003000000142492354, "n_datas": 52185600.0, "n_iterations": 101925.0, "time": 1655065472.0, "time_backward": 0.0, "time_data": 0.006131167523562908, "time_forward": 0.0, "train_grad_norm": 0.115053191781044, "train_loss_TCO-iter=1": 0.029677502810955048, "train_loss_TCO-iter=1-init=random": 0.029677502810955048, "train_loss_total": 0.2038375586271286, "train_loss_views_confidence": 0.2038375586271286, "train_time_backward": 0.0, "train_time_data": 0.006131167523562908, "train_time_forward": 0.0, "train_time_iter": 0.6672744750976562, "train_time_render": 0.31319230794906616, "epoch": 453, "has_visualization": false} {"cpu_memory": 32.48927307128906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52825927734375, "grad_norm": 0.11472002416849136, "grad_norm_std": 0.010370939038693905, "learning_rate": 0.0003000000142492354, "n_datas": 52300800.0, "n_iterations": 102150.0, "time": 1655065600.0, "time_backward": 0.0, "time_data": 0.006277367938309908, "time_forward": 0.0, "train_grad_norm": 0.11472002416849136, "train_loss_TCO-iter=1": 0.029522908851504326, "train_loss_TCO-iter=1-init=random": 0.029522908851504326, "train_loss_total": 0.20405317842960358, "train_loss_views_confidence": 0.20405317842960358, "train_time_backward": 0.0, "train_time_data": 0.006277367938309908, "train_time_forward": 0.0, "train_time_iter": 0.6702523231506348, "train_time_render": 0.31358733773231506, "epoch": 454, "has_visualization": false} {"cpu_memory": 32.49470138549805, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52850341796875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 52416000.0, "n_iterations": 102375.0, "time": 1655065984.0, "time_backward": 0.0, "time_data": 0.006267853081226349, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029662804678082466, "train_loss_TCO-iter=1-init=random": 0.029662804678082466, "train_loss_total": 0.20326699316501617, "train_loss_views_confidence": 0.20326699316501617, "train_time_backward": 0.0, "train_time_data": 0.006267853081226349, "train_time_forward": 0.0, "train_time_iter": 0.6632153391838074, "train_time_render": 0.31350594758987427, "epoch": 455, "has_visualization": false} {"cpu_memory": 32.497520446777344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52880859375, "grad_norm": 0.11489567160606384, "grad_norm_std": 0.009519933722913265, "learning_rate": 0.0003000000142492354, "n_datas": 52531200.0, "n_iterations": 102600.0, "time": 1655065984.0, "time_backward": 0.0, "time_data": 0.006196782924234867, "time_forward": 0.0, "train_grad_norm": 0.11489567160606384, "train_loss_TCO-iter=1": 0.02973329648375511, "train_loss_TCO-iter=1-init=random": 0.02973329648375511, "train_loss_total": 0.2040400356054306, "train_loss_views_confidence": 0.2040400356054306, "train_time_backward": 0.0, "train_time_data": 0.006196782924234867, "train_time_forward": 0.0, "train_time_iter": 0.6615970134735107, "train_time_render": 0.31374043226242065, "epoch": 456, "has_visualization": false} {"cpu_memory": 32.50856018066406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.52923583984375, "grad_norm": 0.11612142622470856, "grad_norm_std": 0.00911763496696949, "learning_rate": 0.0003000000142492354, "n_datas": 52646400.0, "n_iterations": 102825.0, "time": 1655066112.0, "time_backward": 0.0, "time_data": 0.006369071081280708, "time_forward": 0.0, "train_grad_norm": 0.11612142622470856, "train_loss_TCO-iter=1": 0.029675805941224098, "train_loss_TCO-iter=1-init=random": 0.029675805941224098, "train_loss_total": 0.2037121057510376, "train_loss_views_confidence": 0.2037121057510376, "train_time_backward": 0.0, "train_time_data": 0.006369071081280708, "train_time_forward": 0.0, "train_time_iter": 0.6723859310150146, "train_time_render": 0.31448864936828613, "epoch": 457, "has_visualization": false} {"cpu_memory": 32.51639938354492, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5294189453125, "grad_norm": 0.1161583960056305, "grad_norm_std": 0.009896798990666866, "learning_rate": 0.0003000000142492354, "n_datas": 52761600.0, "n_iterations": 103050.0, "time": 1655066368.0, "time_backward": 0.0, "time_data": 0.0062680370174348354, "time_forward": 0.0, "train_grad_norm": 0.1161583960056305, "train_loss_TCO-iter=1": 0.029685698449611664, "train_loss_TCO-iter=1-init=random": 0.029685698449611664, "train_loss_total": 0.20324088633060455, "train_loss_views_confidence": 0.20324088633060455, "train_time_backward": 0.0, "train_time_data": 0.0062680370174348354, "train_time_forward": 0.0, "train_time_iter": 0.6605429649353027, "train_time_render": 0.31397905945777893, "epoch": 458, "has_visualization": false} {"cpu_memory": 32.52040100097656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5296630859375, "grad_norm": 0.11660801619291306, "grad_norm_std": 0.010485689155757427, "learning_rate": 0.0003000000142492354, "n_datas": 52876800.0, "n_iterations": 103275.0, "time": 1655066368.0, "time_backward": 0.0, "time_data": 0.00622562924399972, "time_forward": 0.0, "train_grad_norm": 0.11660801619291306, "train_loss_TCO-iter=1": 0.029595185071229935, "train_loss_TCO-iter=1-init=random": 0.029595185071229935, "train_loss_total": 0.20398323237895966, "train_loss_views_confidence": 0.20398323237895966, "train_time_backward": 0.0, "train_time_data": 0.00622562924399972, "train_time_forward": 0.0, "train_time_iter": 0.666027307510376, "train_time_render": 0.31316351890563965, "epoch": 459, "has_visualization": false} {"cpu_memory": 32.5330924987793, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5299072265625, "grad_norm": 0.11411941796541214, "grad_norm_std": 0.009994762018322945, "learning_rate": 0.0003000000142492354, "n_datas": 52992000.0, "n_iterations": 103500.0, "time": 1655066496.0, "time_backward": 0.0, "time_data": 0.006217915564775467, "time_forward": 0.0, "train_grad_norm": 0.11411941796541214, "train_loss_TCO-iter=1": 0.02965320274233818, "train_loss_TCO-iter=1-init=random": 0.02965320274233818, "train_loss_total": 0.20311877131462097, "train_loss_views_confidence": 0.20311877131462097, "train_time_backward": 0.0, "train_time_data": 0.006217915564775467, "train_time_forward": 0.0, "train_time_iter": 0.6570544838905334, "train_time_render": 0.31363964080810547, "epoch": 460, "has_visualization": false} {"cpu_memory": 32.5347900390625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.530303955078125, "grad_norm": 0.11415373533964157, "grad_norm_std": 0.008005600422620773, "learning_rate": 0.0003000000142492354, "n_datas": 53107200.0, "n_iterations": 103725.0, "time": 1655066752.0, "time_backward": 0.0, "time_data": 0.00621446967124939, "time_forward": 0.0, "train_grad_norm": 0.11415373533964157, "train_loss_TCO-iter=1": 0.029606513679027557, "train_loss_TCO-iter=1-init=random": 0.029606513679027557, "train_loss_total": 0.20400607585906982, "train_loss_views_confidence": 0.20400607585906982, "train_time_backward": 0.0, "train_time_data": 0.00621446967124939, "train_time_forward": 0.0, "train_time_iter": 0.669370174407959, "train_time_render": 0.313608855009079, "epoch": 461, "has_visualization": false} {"cpu_memory": 32.53898239135742, "cuda_memory": 5.363624572753906, "gpu_memory": 23.530364990234375, "grad_norm": 0.11539995670318604, "grad_norm_std": 0.009268369525671005, "learning_rate": 0.0003000000142492354, "n_datas": 53222400.0, "n_iterations": 103950.0, "time": 1655066880.0, "time_backward": 0.0, "time_data": 0.006265334784984589, "time_forward": 0.0, "train_grad_norm": 0.11539995670318604, "train_loss_TCO-iter=1": 0.029603255912661552, "train_loss_TCO-iter=1-init=random": 0.029603255912661552, "train_loss_total": 0.20341353118419647, "train_loss_views_confidence": 0.20341353118419647, "train_time_backward": 0.0, "train_time_data": 0.006265334784984589, "train_time_forward": 0.0, "train_time_iter": 0.6797093749046326, "train_time_render": 0.3136259615421295, "epoch": 462, "has_visualization": false} {"cpu_memory": 32.5459098815918, "cuda_memory": 5.363624572753906, "gpu_memory": 23.531341552734375, "grad_norm": 0.11641956865787506, "grad_norm_std": 0.009866500273346901, "learning_rate": 0.0003000000142492354, "n_datas": 53337600.0, "n_iterations": 104175.0, "time": 1655066880.0, "time_backward": 0.0, "time_data": 0.006206449121236801, "time_forward": 0.0, "train_grad_norm": 0.11641956865787506, "train_loss_TCO-iter=1": 0.02962459810078144, "train_loss_TCO-iter=1-init=random": 0.02962459810078144, "train_loss_total": 0.2045089602470398, "train_loss_views_confidence": 0.2045089602470398, "train_time_backward": 0.0, "train_time_data": 0.006206449121236801, "train_time_forward": 0.0, "train_time_iter": 0.6662453413009644, "train_time_render": 0.31382811069488525, "epoch": 463, "has_visualization": false} {"cpu_memory": 32.550540924072266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.531524658203125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 53452800.0, "n_iterations": 104400.0, "time": 1655067136.0, "time_backward": 0.0, "time_data": 0.006158018950372934, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029629746451973915, "train_loss_TCO-iter=1-init=random": 0.029629746451973915, "train_loss_total": 0.20417684316635132, "train_loss_views_confidence": 0.20417684316635132, "train_time_backward": 0.0, "train_time_data": 0.006158018950372934, "train_time_forward": 0.0, "train_time_iter": 0.6602206230163574, "train_time_render": 0.31387466192245483, "epoch": 464, "has_visualization": false} {"cpu_memory": 32.55621337890625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.531890869140625, "grad_norm": 0.11403270810842514, "grad_norm_std": 0.009105036966502666, "learning_rate": 0.0003000000142492354, "n_datas": 53568000.0, "n_iterations": 104625.0, "time": 1655067264.0, "time_backward": 0.0, "time_data": 0.006223502568900585, "time_forward": 0.0, "train_grad_norm": 0.11403270810842514, "train_loss_TCO-iter=1": 0.02966032363474369, "train_loss_TCO-iter=1-init=random": 0.02966032363474369, "train_loss_total": 0.20375706255435944, "train_loss_views_confidence": 0.20375706255435944, "train_time_backward": 0.0, "train_time_data": 0.006223502568900585, "train_time_forward": 0.0, "train_time_iter": 0.6612787246704102, "train_time_render": 0.31198108196258545, "epoch": 465, "has_visualization": false} {"cpu_memory": 32.56297302246094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.531951904296875, "grad_norm": 0.11534056067466736, "grad_norm_std": 0.009449006989598274, "learning_rate": 0.0003000000142492354, "n_datas": 53683200.0, "n_iterations": 104850.0, "time": 1655067520.0, "time_backward": 0.0, "time_data": 0.006222473457455635, "time_forward": 0.0, "train_grad_norm": 0.11534056067466736, "train_loss_TCO-iter=1": 0.02971690520644188, "train_loss_TCO-iter=1-init=random": 0.02971690520644188, "train_loss_total": 0.20320802927017212, "train_loss_views_confidence": 0.20320802927017212, "train_time_backward": 0.0, "train_time_data": 0.006222473457455635, "train_time_forward": 0.0, "train_time_iter": 0.6654543876647949, "train_time_render": 0.313955694437027, "epoch": 466, "has_visualization": false} {"cpu_memory": 32.5700798034668, "cuda_memory": 5.363624572753906, "gpu_memory": 23.532135009765625, "grad_norm": 0.11508239805698395, "grad_norm_std": 0.008986786007881165, "learning_rate": 0.0003000000142492354, "n_datas": 53798400.0, "n_iterations": 105075.0, "time": 1655067648.0, "time_backward": 0.0, "time_data": 0.006126554682850838, "time_forward": 0.0, "train_grad_norm": 0.11508239805698395, "train_loss_TCO-iter=1": 0.029709497466683388, "train_loss_TCO-iter=1-init=random": 0.029709497466683388, "train_loss_total": 0.2031528800725937, "train_loss_views_confidence": 0.2031528800725937, "train_time_backward": 0.0, "train_time_data": 0.006126554682850838, "train_time_forward": 0.0, "train_time_iter": 0.657311201095581, "train_time_render": 0.312460333108902, "epoch": 467, "has_visualization": false} {"cpu_memory": 32.574195861816406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.532867431640625, "grad_norm": 0.11544117331504822, "grad_norm_std": 0.009029210545122623, "learning_rate": 0.0003000000142492354, "n_datas": 53913600.0, "n_iterations": 105300.0, "time": 1655067776.0, "time_backward": 0.0, "time_data": 0.006375192664563656, "time_forward": 0.0, "train_grad_norm": 0.11544117331504822, "train_loss_TCO-iter=1": 0.029581857845187187, "train_loss_TCO-iter=1-init=random": 0.029581857845187187, "train_loss_total": 0.20208624005317688, "train_loss_views_confidence": 0.20208624005317688, "train_time_backward": 0.0, "train_time_data": 0.006375192664563656, "train_time_forward": 0.0, "train_time_iter": 0.6682581901550293, "train_time_render": 0.31366875767707825, "epoch": 468, "has_visualization": false} {"cpu_memory": 32.5784797668457, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53326416015625, "grad_norm": 0.11478541791439056, "grad_norm_std": 0.009677955880761147, "learning_rate": 0.0003000000142492354, "n_datas": 54028800.0, "n_iterations": 105525.0, "time": 1655068032.0, "time_backward": 0.0, "time_data": 0.00636632414534688, "time_forward": 0.0, "train_grad_norm": 0.11478541791439056, "train_loss_TCO-iter=1": 0.02965642139315605, "train_loss_TCO-iter=1-init=random": 0.02965642139315605, "train_loss_total": 0.2034955769777298, "train_loss_views_confidence": 0.2034955769777298, "train_time_backward": 0.0, "train_time_data": 0.00636632414534688, "train_time_forward": 0.0, "train_time_iter": 0.6748259663581848, "train_time_render": 0.31308144330978394, "epoch": 469, "has_visualization": false} {"cpu_memory": 32.588584899902344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.533447265625, "grad_norm": 0.1130213811993599, "grad_norm_std": 0.008542807772755623, "learning_rate": 0.0003000000142492354, "n_datas": 54144000.0, "n_iterations": 105750.0, "time": 1655068032.0, "time_backward": 0.0, "time_data": 0.006282450165599585, "time_forward": 0.0, "train_grad_norm": 0.1130213811993599, "train_loss_TCO-iter=1": 0.029642796143889427, "train_loss_TCO-iter=1-init=random": 0.029642796143889427, "train_loss_total": 0.20299828052520752, "train_loss_views_confidence": 0.20299828052520752, "train_time_backward": 0.0, "train_time_data": 0.006282450165599585, "train_time_forward": 0.0, "train_time_iter": 0.6661141514778137, "train_time_render": 0.31352028250694275, "epoch": 470, "has_visualization": false} {"cpu_memory": 32.595645904541016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53399658203125, "grad_norm": 0.11466294527053833, "grad_norm_std": 0.008802250027656555, "learning_rate": 0.0003000000142492354, "n_datas": 54259200.0, "n_iterations": 105975.0, "time": 1655068160.0, "time_backward": 0.0, "time_data": 0.006172920111566782, "time_forward": 0.0, "train_grad_norm": 0.11466294527053833, "train_loss_TCO-iter=1": 0.02946827933192253, "train_loss_TCO-iter=1-init=random": 0.02946827933192253, "train_loss_total": 0.20242513716220856, "train_loss_views_confidence": 0.20242513716220856, "train_time_backward": 0.0, "train_time_data": 0.006172920111566782, "train_time_forward": 0.0, "train_time_iter": 0.6568301320075989, "train_time_render": 0.31302905082702637, "epoch": 471, "has_visualization": false} {"cpu_memory": 32.60005187988281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5340576171875, "grad_norm": 0.11362293362617493, "grad_norm_std": 0.009055770002305508, "learning_rate": 0.0003000000142492354, "n_datas": 54374400.0, "n_iterations": 106200.0, "time": 1655068416.0, "time_backward": 0.0, "time_data": 0.011772923171520233, "time_forward": 0.0, "train_grad_norm": 0.11362293362617493, "train_loss_TCO-iter=1": 0.02949853241443634, "train_loss_TCO-iter=1-init=random": 0.02949853241443634, "train_loss_total": 0.20144210755825043, "train_loss_views_confidence": 0.20144210755825043, "train_time_backward": 0.0, "train_time_data": 0.011772923171520233, "train_time_forward": 0.0, "train_time_iter": 0.6736581325531006, "train_time_render": 0.3131318688392639, "epoch": 472, "has_visualization": false} {"cpu_memory": 32.60425567626953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.534637451171875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 54489600.0, "n_iterations": 106425.0, "time": 1655068544.0, "time_backward": 0.0, "time_data": 0.006323323585093021, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029606347903609276, "train_loss_TCO-iter=1-init=random": 0.029606347903609276, "train_loss_total": 0.20254331827163696, "train_loss_views_confidence": 0.20254331827163696, "train_time_backward": 0.0, "train_time_data": 0.006323323585093021, "train_time_forward": 0.0, "train_time_iter": 0.6686112880706787, "train_time_render": 0.31285589933395386, "epoch": 473, "has_visualization": false} {"cpu_memory": 32.613609313964844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.535308837890625, "grad_norm": 0.11265068501234055, "grad_norm_std": 0.009068399667739868, "learning_rate": 0.0003000000142492354, "n_datas": 54604800.0, "n_iterations": 106650.0, "time": 1655068672.0, "time_backward": 0.0, "time_data": 0.006278113927692175, "time_forward": 0.0, "train_grad_norm": 0.11265068501234055, "train_loss_TCO-iter=1": 0.02973148413002491, "train_loss_TCO-iter=1-init=random": 0.02973148413002491, "train_loss_total": 0.20337358117103577, "train_loss_views_confidence": 0.20337358117103577, "train_time_backward": 0.0, "train_time_data": 0.006278113927692175, "train_time_forward": 0.0, "train_time_iter": 0.6616645455360413, "train_time_render": 0.3134784400463104, "epoch": 474, "has_visualization": false} {"cpu_memory": 32.61748504638672, "cuda_memory": 5.363624572753906, "gpu_memory": 23.536712646484375, "grad_norm": 0.1125192642211914, "grad_norm_std": 0.00805336982011795, "learning_rate": 0.0003000000142492354, "n_datas": 54720000.0, "n_iterations": 106875.0, "time": 1655068800.0, "time_backward": 0.0, "time_data": 0.0063442629761993885, "time_forward": 0.0, "train_grad_norm": 0.1125192642211914, "train_loss_TCO-iter=1": 0.029543399810791016, "train_loss_TCO-iter=1-init=random": 0.029543399810791016, "train_loss_total": 0.20311328768730164, "train_loss_views_confidence": 0.20311328768730164, "train_time_backward": 0.0, "train_time_data": 0.0063442629761993885, "train_time_forward": 0.0, "train_time_iter": 0.6709582805633545, "train_time_render": 0.3139776289463043, "epoch": 475, "has_visualization": false} {"cpu_memory": 32.6248893737793, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53692626953125, "grad_norm": 0.11397971212863922, "grad_norm_std": 0.008879630826413631, "learning_rate": 0.0003000000142492354, "n_datas": 54835200.0, "n_iterations": 107100.0, "time": 1655068928.0, "time_backward": 0.0, "time_data": 0.006318982690572739, "time_forward": 0.0, "train_grad_norm": 0.11397971212863922, "train_loss_TCO-iter=1": 0.029691679403185844, "train_loss_TCO-iter=1-init=random": 0.029691679403185844, "train_loss_total": 0.2018742859363556, "train_loss_views_confidence": 0.2018742859363556, "train_time_backward": 0.0, "train_time_data": 0.006318982690572739, "train_time_forward": 0.0, "train_time_iter": 0.6547065377235413, "train_time_render": 0.31337323784828186, "epoch": 476, "has_visualization": false} {"cpu_memory": 32.62889862060547, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53704833984375, "grad_norm": 0.11325877904891968, "grad_norm_std": 0.008750335313379765, "learning_rate": 0.0003000000142492354, "n_datas": 54950400.0, "n_iterations": 107325.0, "time": 1655069184.0, "time_backward": 0.0, "time_data": 0.006189214996993542, "time_forward": 0.0, "train_grad_norm": 0.11325877904891968, "train_loss_TCO-iter=1": 0.029677418991923332, "train_loss_TCO-iter=1-init=random": 0.029677418991923332, "train_loss_total": 0.20239439606666565, "train_loss_views_confidence": 0.20239439606666565, "train_time_backward": 0.0, "train_time_data": 0.006189214996993542, "train_time_forward": 0.0, "train_time_iter": 0.6764001846313477, "train_time_render": 0.3133074641227722, "epoch": 477, "has_visualization": false} {"cpu_memory": 32.633155822753906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537200927734375, "grad_norm": 0.11381770670413971, "grad_norm_std": 0.009380425326526165, "learning_rate": 0.0003000000142492354, "n_datas": 55065600.0, "n_iterations": 107550.0, "time": 1655069312.0, "time_backward": 0.0, "time_data": 0.006220876704901457, "time_forward": 0.0, "train_grad_norm": 0.11381770670413971, "train_loss_TCO-iter=1": 0.02959718182682991, "train_loss_TCO-iter=1-init=random": 0.02959718182682991, "train_loss_total": 0.20272350311279297, "train_loss_views_confidence": 0.20272350311279297, "train_time_backward": 0.0, "train_time_data": 0.006220876704901457, "train_time_forward": 0.0, "train_time_iter": 0.6572120189666748, "train_time_render": 0.3131479024887085, "epoch": 478, "has_visualization": false} {"cpu_memory": 32.639366149902344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537200927734375, "grad_norm": 0.11284688860177994, "grad_norm_std": 0.008871728554368019, "learning_rate": 0.0003000000142492354, "n_datas": 55180800.0, "n_iterations": 107775.0, "time": 1655069312.0, "time_backward": 0.0, "time_data": 0.006181968841701746, "time_forward": 0.0, "train_grad_norm": 0.11284688860177994, "train_loss_TCO-iter=1": 0.029768232256174088, "train_loss_TCO-iter=1-init=random": 0.029768232256174088, "train_loss_total": 0.20306241512298584, "train_loss_views_confidence": 0.20306241512298584, "train_time_backward": 0.0, "train_time_data": 0.006181968841701746, "train_time_forward": 0.0, "train_time_iter": 0.6617525219917297, "train_time_render": 0.3140498697757721, "epoch": 479, "has_visualization": false} {"cpu_memory": 32.64435958862305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537506103515625, "grad_norm": 0.11314693093299866, "grad_norm_std": 0.008999543264508247, "learning_rate": 0.0003000000142492354, "n_datas": 55296000.0, "n_iterations": 108000.0, "time": 1655069568.0, "time_backward": 0.0, "time_data": 0.00615492882207036, "time_forward": 0.0, "train_grad_norm": 0.11314693093299866, "train_loss_TCO-iter=1": 0.029643114656209946, "train_loss_TCO-iter=1-init=random": 0.029643114656209946, "train_loss_total": 0.20219750702381134, "train_loss_views_confidence": 0.20219750702381134, "train_time_backward": 0.0, "train_time_data": 0.00615492882207036, "train_time_forward": 0.0, "train_time_iter": 0.6632486581802368, "train_time_render": 0.3132556676864624, "epoch": 480, "has_visualization": false} {"cpu_memory": 32.651695251464844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537872314453125, "grad_norm": 0.11324974149465561, "grad_norm_std": 0.008373996242880821, "learning_rate": 0.0003000000142492354, "n_datas": 55411200.0, "n_iterations": 108225.0, "time": 1655069696.0, "time_backward": 0.0, "time_data": 0.006278399843722582, "time_forward": 0.0, "train_grad_norm": 0.11324974149465561, "train_loss_TCO-iter=1": 0.029630402103066444, "train_loss_TCO-iter=1-init=random": 0.029630402103066444, "train_loss_total": 0.20182254910469055, "train_loss_views_confidence": 0.20182254910469055, "train_time_backward": 0.0, "train_time_data": 0.006278399843722582, "train_time_forward": 0.0, "train_time_iter": 0.6574403047561646, "train_time_render": 0.31415945291519165, "epoch": 481, "has_visualization": false} {"cpu_memory": 32.655494689941406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.537872314453125, "grad_norm": 0.1151311919093132, "grad_norm_std": 0.009693174622952938, "learning_rate": 0.0003000000142492354, "n_datas": 55526400.0, "n_iterations": 108450.0, "time": 1655069824.0, "time_backward": 0.0, "time_data": 0.006125579588115215, "time_forward": 0.0, "train_grad_norm": 0.1151311919093132, "train_loss_TCO-iter=1": 0.029647892341017723, "train_loss_TCO-iter=1-init=random": 0.029647892341017723, "train_loss_total": 0.20199713110923767, "train_loss_views_confidence": 0.20199713110923767, "train_time_backward": 0.0, "train_time_data": 0.006125579588115215, "train_time_forward": 0.0, "train_time_iter": 0.6691958904266357, "train_time_render": 0.314415842294693, "epoch": 482, "has_visualization": false} {"cpu_memory": 32.66505432128906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538177490234375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 55641600.0, "n_iterations": 108675.0, "time": 1655070080.0, "time_backward": 0.0, "time_data": 0.006225100718438625, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029547251760959625, "train_loss_TCO-iter=1-init=random": 0.029547251760959625, "train_loss_total": 0.2015601098537445, "train_loss_views_confidence": 0.2015601098537445, "train_time_backward": 0.0, "train_time_data": 0.006225100718438625, "train_time_forward": 0.0, "train_time_iter": 0.671541690826416, "train_time_render": 0.3141387104988098, "epoch": 483, "has_visualization": false} {"cpu_memory": 32.67089080810547, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538177490234375, "grad_norm": 0.11374684423208237, "grad_norm_std": 0.0083322674036026, "learning_rate": 0.0003000000142492354, "n_datas": 55756800.0, "n_iterations": 108900.0, "time": 1655070208.0, "time_backward": 0.0, "time_data": 0.006115110591053963, "time_forward": 0.0, "train_grad_norm": 0.11374684423208237, "train_loss_TCO-iter=1": 0.029606958851218224, "train_loss_TCO-iter=1-init=random": 0.029606958851218224, "train_loss_total": 0.2025824785232544, "train_loss_views_confidence": 0.2025824785232544, "train_time_backward": 0.0, "train_time_data": 0.006115110591053963, "train_time_forward": 0.0, "train_time_iter": 0.6654268503189087, "train_time_render": 0.31318044662475586, "epoch": 484, "has_visualization": false} {"cpu_memory": 32.675418853759766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538177490234375, "grad_norm": 0.11659446358680725, "grad_norm_std": 0.009394832886755466, "learning_rate": 0.0003000000142492354, "n_datas": 55872000.0, "n_iterations": 109125.0, "time": 1655070464.0, "time_backward": 0.0, "time_data": 0.006350685376673937, "time_forward": 0.0, "train_grad_norm": 0.11659446358680725, "train_loss_TCO-iter=1": 0.02962586283683777, "train_loss_TCO-iter=1-init=random": 0.02962586283683777, "train_loss_total": 0.20188085734844208, "train_loss_views_confidence": 0.20188085734844208, "train_time_backward": 0.0, "train_time_data": 0.006350685376673937, "train_time_forward": 0.0, "train_time_iter": 0.6656796336174011, "train_time_render": 0.3131478428840637, "epoch": 485, "has_visualization": false} {"cpu_memory": 32.6771125793457, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538177490234375, "grad_norm": 0.11427692323923111, "grad_norm_std": 0.00908562634140253, "learning_rate": 0.0003000000142492354, "n_datas": 55987200.0, "n_iterations": 109350.0, "time": 1655070464.0, "time_backward": 0.0, "time_data": 0.006244064774364233, "time_forward": 0.0, "train_grad_norm": 0.11427692323923111, "train_loss_TCO-iter=1": 0.029514074325561523, "train_loss_TCO-iter=1-init=random": 0.029514074325561523, "train_loss_total": 0.20267555117607117, "train_loss_views_confidence": 0.20267555117607117, "train_time_backward": 0.0, "train_time_data": 0.006244064774364233, "train_time_forward": 0.0, "train_time_iter": 0.6574481725692749, "train_time_render": 0.31300991773605347, "epoch": 486, "has_visualization": false} {"cpu_memory": 32.67748260498047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538299560546875, "grad_norm": 0.11365135759115219, "grad_norm_std": 0.009174059145152569, "learning_rate": 0.0003000000142492354, "n_datas": 56102400.0, "n_iterations": 109575.0, "time": 1655070592.0, "time_backward": 0.0, "time_data": 0.006218650843948126, "time_forward": 0.0, "train_grad_norm": 0.11365135759115219, "train_loss_TCO-iter=1": 0.029650617390871048, "train_loss_TCO-iter=1-init=random": 0.029650617390871048, "train_loss_total": 0.20176994800567627, "train_loss_views_confidence": 0.20176994800567627, "train_time_backward": 0.0, "train_time_data": 0.006218650843948126, "train_time_forward": 0.0, "train_time_iter": 0.6548042297363281, "train_time_render": 0.3138284385204315, "epoch": 487, "has_visualization": false} {"cpu_memory": 32.68586349487305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538299560546875, "grad_norm": 0.11368104070425034, "grad_norm_std": 0.008647887036204338, "learning_rate": 0.0003000000142492354, "n_datas": 56217600.0, "n_iterations": 109800.0, "time": 1655070848.0, "time_backward": 0.0, "time_data": 0.006165799219161272, "time_forward": 0.0, "train_grad_norm": 0.11368104070425034, "train_loss_TCO-iter=1": 0.029583251103758812, "train_loss_TCO-iter=1-init=random": 0.029583251103758812, "train_loss_total": 0.20145438611507416, "train_loss_views_confidence": 0.20145438611507416, "train_time_backward": 0.0, "train_time_data": 0.006165799219161272, "train_time_forward": 0.0, "train_time_iter": 0.6556084752082825, "train_time_render": 0.3133317530155182, "epoch": 488, "has_visualization": false} {"cpu_memory": 32.6912841796875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538299560546875, "grad_norm": 0.11411172151565552, "grad_norm_std": 0.010225694626569748, "learning_rate": 0.0003000000142492354, "n_datas": 56332800.0, "n_iterations": 110025.0, "time": 1655070976.0, "time_backward": 0.0, "time_data": 0.00631753820925951, "time_forward": 0.0, "train_grad_norm": 0.11411172151565552, "train_loss_TCO-iter=1": 0.029557056725025177, "train_loss_TCO-iter=1-init=random": 0.029557056725025177, "train_loss_total": 0.20185911655426025, "train_loss_views_confidence": 0.20185911655426025, "train_time_backward": 0.0, "train_time_data": 0.00631753820925951, "train_time_forward": 0.0, "train_time_iter": 0.666254460811615, "train_time_render": 0.3127765953540802, "epoch": 489, "has_visualization": false} {"cpu_memory": 32.694496154785156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.538604736328125, "grad_norm": 0.11449360847473145, "grad_norm_std": 0.009315002709627151, "learning_rate": 0.0003000000142492354, "n_datas": 56448000.0, "n_iterations": 110250.0, "time": 1655070976.0, "time_backward": 0.0, "time_data": 0.006164935417473316, "time_forward": 0.0, "train_grad_norm": 0.11449360847473145, "train_loss_TCO-iter=1": 0.02963043749332428, "train_loss_TCO-iter=1-init=random": 0.02963043749332428, "train_loss_total": 0.2020905315876007, "train_loss_views_confidence": 0.2020905315876007, "train_time_backward": 0.0, "train_time_data": 0.006164935417473316, "train_time_forward": 0.0, "train_time_iter": 0.6508898735046387, "train_time_render": 0.31251096725463867, "epoch": 490, "has_visualization": false} {"cpu_memory": 32.70196533203125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53900146484375, "grad_norm": 0.11476343125104904, "grad_norm_std": 0.009884532541036606, "learning_rate": 0.0003000000142492354, "n_datas": 56563200.0, "n_iterations": 110475.0, "time": 1655071232.0, "time_backward": 0.0, "time_data": 0.0062118712812662125, "time_forward": 0.0, "train_grad_norm": 0.11476343125104904, "train_loss_TCO-iter=1": 0.029468959197402, "train_loss_TCO-iter=1-init=random": 0.029468959197402, "train_loss_total": 0.20169508457183838, "train_loss_views_confidence": 0.20169508457183838, "train_time_backward": 0.0, "train_time_data": 0.0062118712812662125, "train_time_forward": 0.0, "train_time_iter": 0.6701140403747559, "train_time_render": 0.3138616383075714, "epoch": 491, "has_visualization": false} {"cpu_memory": 32.70806884765625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539276123046875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 0.0003000000142492354, "n_datas": 56678400.0, "n_iterations": 110700.0, "time": 1655071360.0, "time_backward": 0.0, "time_data": 0.0063002342358231544, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029584668576717377, "train_loss_TCO-iter=1-init=random": 0.029584668576717377, "train_loss_total": 0.20033881068229675, "train_loss_views_confidence": 0.20033881068229675, "train_time_backward": 0.0, "train_time_data": 0.0063002342358231544, "train_time_forward": 0.0, "train_time_iter": 0.667161762714386, "train_time_render": 0.3132133483886719, "epoch": 492, "has_visualization": false} {"cpu_memory": 32.71052932739258, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539337158203125, "grad_norm": 0.11329563707113266, "grad_norm_std": 0.008761554956436157, "learning_rate": 0.0003000000142492354, "n_datas": 56793600.0, "n_iterations": 110925.0, "time": 1655071360.0, "time_backward": 0.0, "time_data": 0.006364880129694939, "time_forward": 0.0, "train_grad_norm": 0.11329563707113266, "train_loss_TCO-iter=1": 0.0296553373336792, "train_loss_TCO-iter=1-init=random": 0.0296553373336792, "train_loss_total": 0.20064139366149902, "train_loss_views_confidence": 0.20064139366149902, "train_time_backward": 0.0, "train_time_data": 0.006364880129694939, "train_time_forward": 0.0, "train_time_iter": 0.661886990070343, "train_time_render": 0.31302130222320557, "epoch": 493, "has_visualization": false} {"cpu_memory": 32.716552734375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539337158203125, "grad_norm": 0.11251219362020493, "grad_norm_std": 0.009334923699498177, "learning_rate": 0.0003000000142492354, "n_datas": 56908800.0, "n_iterations": 111150.0, "time": 1655071744.0, "time_backward": 0.0, "time_data": 0.006307563278824091, "time_forward": 0.0, "train_grad_norm": 0.11251219362020493, "train_loss_TCO-iter=1": 0.029625993221998215, "train_loss_TCO-iter=1-init=random": 0.029625993221998215, "train_loss_total": 0.20146404206752777, "train_loss_views_confidence": 0.20146404206752777, "train_time_backward": 0.0, "train_time_data": 0.006307563278824091, "train_time_forward": 0.0, "train_time_iter": 0.6642352938652039, "train_time_render": 0.313785195350647, "epoch": 494, "has_visualization": false} {"cpu_memory": 32.72134780883789, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539520263671875, "grad_norm": 0.11357294768095016, "grad_norm_std": 0.010313725098967552, "learning_rate": 0.0003000000142492354, "n_datas": 57024000.0, "n_iterations": 111375.0, "time": 1655071872.0, "time_backward": 0.0, "time_data": 0.00621295440942049, "time_forward": 0.0, "train_grad_norm": 0.11357294768095016, "train_loss_TCO-iter=1": 0.029619498178362846, "train_loss_TCO-iter=1-init=random": 0.029619498178362846, "train_loss_total": 0.20170818269252777, "train_loss_views_confidence": 0.20170818269252777, "train_time_backward": 0.0, "train_time_data": 0.00621295440942049, "train_time_forward": 0.0, "train_time_iter": 0.6700015664100647, "train_time_render": 0.3134850561618805, "epoch": 495, "has_visualization": false} {"cpu_memory": 32.72890090942383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.539520263671875, "grad_norm": 0.11269351094961166, "grad_norm_std": 0.00878195557743311, "learning_rate": 0.0003000000142492354, "n_datas": 57139200.0, "n_iterations": 111600.0, "time": 1655072128.0, "time_backward": 0.0, "time_data": 0.006312794983386993, "time_forward": 0.0, "train_grad_norm": 0.11269351094961166, "train_loss_TCO-iter=1": 0.02956170216202736, "train_loss_TCO-iter=1-init=random": 0.02956170216202736, "train_loss_total": 0.20174068212509155, "train_loss_views_confidence": 0.20174068212509155, "train_time_backward": 0.0, "train_time_data": 0.006312794983386993, "train_time_forward": 0.0, "train_time_iter": 0.6643916368484497, "train_time_render": 0.31352370977401733, "epoch": 496, "has_visualization": false} {"cpu_memory": 32.72913360595703, "cuda_memory": 5.363624572753906, "gpu_memory": 23.53973388671875, "grad_norm": 0.1132175549864769, "grad_norm_std": 0.008899502456188202, "learning_rate": 0.0003000000142492354, "n_datas": 57254400.0, "n_iterations": 111825.0, "time": 1655072128.0, "time_backward": 0.0, "time_data": 0.006150279194116592, "time_forward": 0.0, "train_grad_norm": 0.1132175549864769, "train_loss_TCO-iter=1": 0.02958657778799534, "train_loss_TCO-iter=1-init=random": 0.02958657778799534, "train_loss_total": 0.20354285836219788, "train_loss_views_confidence": 0.20354285836219788, "train_time_backward": 0.0, "train_time_data": 0.006150279194116592, "train_time_forward": 0.0, "train_time_iter": 0.6513166427612305, "train_time_render": 0.31278514862060547, "epoch": 497, "has_visualization": false} {"cpu_memory": 32.73851013183594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54034423828125, "grad_norm": 0.11427448689937592, "grad_norm_std": 0.010148109868168831, "learning_rate": 0.0003000000142492354, "n_datas": 57369600.0, "n_iterations": 112050.0, "time": 1655072256.0, "time_backward": 0.0, "time_data": 0.0060902852565050125, "time_forward": 0.0, "train_grad_norm": 0.11427448689937592, "train_loss_TCO-iter=1": 0.029567264020442963, "train_loss_TCO-iter=1-init=random": 0.029567264020442963, "train_loss_total": 0.20148129761219025, "train_loss_views_confidence": 0.20148129761219025, "train_time_backward": 0.0, "train_time_data": 0.0060902852565050125, "train_time_forward": 0.0, "train_time_iter": 0.656793475151062, "train_time_render": 0.3134838342666626, "epoch": 498, "has_visualization": false} {"cpu_memory": 32.74542236328125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54058837890625, "grad_norm": 0.1131725013256073, "grad_norm_std": 0.008507001213729382, "learning_rate": 2.9999999242136255e-05, "n_datas": 57484800.0, "n_iterations": 112275.0, "time": 1655072512.0, "time_backward": 0.0, "time_data": 0.00615905225276947, "time_forward": 0.0, "train_grad_norm": 0.1131725013256073, "train_loss_TCO-iter=1": 0.02966809645295143, "train_loss_TCO-iter=1-init=random": 0.02966809645295143, "train_loss_total": 0.20156973600387573, "train_loss_views_confidence": 0.20156973600387573, "train_time_backward": 0.0, "train_time_data": 0.00615905225276947, "train_time_forward": 0.0, "train_time_iter": 0.6580851674079895, "train_time_render": 0.313288152217865, "epoch": 499, "has_visualization": false} {"cpu_memory": 32.75006866455078, "cuda_memory": 5.363624572753906, "gpu_memory": 23.540771484375, "grad_norm": 0.11048664152622223, "grad_norm_std": 0.007581934332847595, "learning_rate": 2.9999999242136255e-05, "n_datas": 57600000.0, "n_iterations": 112500.0, "time": 1655072640.0, "time_backward": 0.0, "time_data": 0.006121787242591381, "time_forward": 0.0, "train_grad_norm": 0.11048664152622223, "train_loss_TCO-iter=1": 0.02961963415145874, "train_loss_TCO-iter=1-init=random": 0.02961963415145874, "train_loss_total": 0.1989288330078125, "train_loss_views_confidence": 0.1989288330078125, "train_time_backward": 0.0, "train_time_data": 0.006121787242591381, "train_time_forward": 0.0, "train_time_iter": 0.653312623500824, "train_time_render": 0.31296637654304504, "epoch": 500, "has_visualization": false} {"cpu_memory": 32.75407409667969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.540771484375, "grad_norm": 0.11070400476455688, "grad_norm_std": 0.006931736133992672, "learning_rate": 2.9999999242136255e-05, "n_datas": 57715200.0, "n_iterations": 112725.0, "time": 1655072768.0, "time_backward": 0.0, "time_data": 0.0063315583392977715, "time_forward": 0.0, "train_grad_norm": 0.11070400476455688, "train_loss_TCO-iter=1": 0.02947125770151615, "train_loss_TCO-iter=1-init=random": 0.02947125770151615, "train_loss_total": 0.19749319553375244, "train_loss_views_confidence": 0.19749319553375244, "train_time_backward": 0.0, "train_time_data": 0.0063315583392977715, "train_time_forward": 0.0, "train_time_iter": 0.6617449522018433, "train_time_render": 0.31297510862350464, "epoch": 501, "has_visualization": false} {"cpu_memory": 32.76093673706055, "cuda_memory": 5.363624572753906, "gpu_memory": 23.540771484375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 57830400.0, "n_iterations": 112950.0, "time": 1655072896.0, "time_backward": 0.0, "time_data": 0.006233568768948317, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02934863604605198, "train_loss_TCO-iter=1-init=random": 0.02934863604605198, "train_loss_total": 0.1961529552936554, "train_loss_views_confidence": 0.1961529552936554, "train_time_backward": 0.0, "train_time_data": 0.006233568768948317, "train_time_forward": 0.0, "train_time_iter": 0.6855213642120361, "train_time_render": 0.3139141798019409, "epoch": 502, "has_visualization": false} {"cpu_memory": 32.76609420776367, "cuda_memory": 5.363624572753906, "gpu_memory": 23.540771484375, "grad_norm": 0.11343251168727875, "grad_norm_std": 0.0075785075314342976, "learning_rate": 2.9999999242136255e-05, "n_datas": 57945600.0, "n_iterations": 113175.0, "time": 1655073024.0, "time_backward": 0.0, "time_data": 0.006176176480948925, "time_forward": 0.0, "train_grad_norm": 0.11343251168727875, "train_loss_TCO-iter=1": 0.029477151110768318, "train_loss_TCO-iter=1-init=random": 0.029477151110768318, "train_loss_total": 0.19506140053272247, "train_loss_views_confidence": 0.19506140053272247, "train_time_backward": 0.0, "train_time_data": 0.006176176480948925, "train_time_forward": 0.0, "train_time_iter": 0.6855358481407166, "train_time_render": 0.31425970792770386, "epoch": 503, "has_visualization": false} {"cpu_memory": 32.77207946777344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.540771484375, "grad_norm": 0.11343938112258911, "grad_norm_std": 0.008419673889875412, "learning_rate": 2.9999999242136255e-05, "n_datas": 58060800.0, "n_iterations": 113400.0, "time": 1655073024.0, "time_backward": 0.0, "time_data": 0.006122740916907787, "time_forward": 0.0, "train_grad_norm": 0.11343938112258911, "train_loss_TCO-iter=1": 0.029440399259328842, "train_loss_TCO-iter=1-init=random": 0.029440399259328842, "train_loss_total": 0.19539912045001984, "train_loss_views_confidence": 0.19539912045001984, "train_time_backward": 0.0, "train_time_data": 0.006122740916907787, "train_time_forward": 0.0, "train_time_iter": 0.660996675491333, "train_time_render": 0.31345754861831665, "epoch": 504, "has_visualization": false} {"cpu_memory": 32.776649475097656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54083251953125, "grad_norm": 0.11304596066474915, "grad_norm_std": 0.00693531846627593, "learning_rate": 2.9999999242136255e-05, "n_datas": 58176000.0, "n_iterations": 113625.0, "time": 1655073408.0, "time_backward": 0.0, "time_data": 0.006190186366438866, "time_forward": 0.0, "train_grad_norm": 0.11304596066474915, "train_loss_TCO-iter=1": 0.029452670365571976, "train_loss_TCO-iter=1-init=random": 0.029452670365571976, "train_loss_total": 0.19525451958179474, "train_loss_views_confidence": 0.19525451958179474, "train_time_backward": 0.0, "train_time_data": 0.006190186366438866, "train_time_forward": 0.0, "train_time_iter": 0.6579558253288269, "train_time_render": 0.3133198320865631, "epoch": 505, "has_visualization": false} {"cpu_memory": 32.780609130859375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54107666015625, "grad_norm": 0.1143350601196289, "grad_norm_std": 0.008641425520181656, "learning_rate": 2.9999999242136255e-05, "n_datas": 58291200.0, "n_iterations": 113850.0, "time": 1655073408.0, "time_backward": 0.0, "time_data": 0.0062694186344742775, "time_forward": 0.0, "train_grad_norm": 0.1143350601196289, "train_loss_TCO-iter=1": 0.02942478097975254, "train_loss_TCO-iter=1-init=random": 0.02942478097975254, "train_loss_total": 0.19439248740673065, "train_loss_views_confidence": 0.19439248740673065, "train_time_backward": 0.0, "train_time_data": 0.0062694186344742775, "train_time_forward": 0.0, "train_time_iter": 0.6648752689361572, "train_time_render": 0.31313592195510864, "epoch": 506, "has_visualization": false} {"cpu_memory": 32.78866958618164, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541229248046875, "grad_norm": 0.11471117287874222, "grad_norm_std": 0.0074250646866858006, "learning_rate": 2.9999999242136255e-05, "n_datas": 58406400.0, "n_iterations": 114075.0, "time": 1655073664.0, "time_backward": 0.0, "time_data": 0.006199221592396498, "time_forward": 0.0, "train_grad_norm": 0.11471117287874222, "train_loss_TCO-iter=1": 0.029485132545232773, "train_loss_TCO-iter=1-init=random": 0.029485132545232773, "train_loss_total": 0.19389984011650085, "train_loss_views_confidence": 0.19389984011650085, "train_time_backward": 0.0, "train_time_data": 0.006199221592396498, "train_time_forward": 0.0, "train_time_iter": 0.6660163998603821, "train_time_render": 0.31342393159866333, "epoch": 507, "has_visualization": false} {"cpu_memory": 32.79576873779297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541595458984375, "grad_norm": 0.11472669988870621, "grad_norm_std": 0.007167517673224211, "learning_rate": 2.9999999242136255e-05, "n_datas": 58521600.0, "n_iterations": 114300.0, "time": 1655073792.0, "time_backward": 0.0, "time_data": 0.0062357643619179726, "time_forward": 0.0, "train_grad_norm": 0.11472669988870621, "train_loss_TCO-iter=1": 0.029392991214990616, "train_loss_TCO-iter=1-init=random": 0.029392991214990616, "train_loss_total": 0.19359280169010162, "train_loss_views_confidence": 0.19359280169010162, "train_time_backward": 0.0, "train_time_data": 0.0062357643619179726, "train_time_forward": 0.0, "train_time_iter": 0.665897786617279, "train_time_render": 0.3130120635032654, "epoch": 508, "has_visualization": false} {"cpu_memory": 32.802711486816406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541595458984375, "grad_norm": 0.11680535227060318, "grad_norm_std": 0.00797365978360176, "learning_rate": 2.9999999242136255e-05, "n_datas": 58636800.0, "n_iterations": 114525.0, "time": 1655073920.0, "time_backward": 0.0, "time_data": 0.00615269597619772, "time_forward": 0.0, "train_grad_norm": 0.11680535227060318, "train_loss_TCO-iter=1": 0.029380695894360542, "train_loss_TCO-iter=1-init=random": 0.029380695894360542, "train_loss_total": 0.1935373842716217, "train_loss_views_confidence": 0.1935373842716217, "train_time_backward": 0.0, "train_time_data": 0.00615269597619772, "train_time_forward": 0.0, "train_time_iter": 0.6641644835472107, "train_time_render": 0.3129251301288605, "epoch": 509, "has_visualization": false} {"cpu_memory": 32.80841064453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541595458984375, "grad_norm": 0.11581746488809586, "grad_norm_std": 0.007976009510457516, "learning_rate": 2.9999999242136255e-05, "n_datas": 58752000.0, "n_iterations": 114750.0, "time": 1655074176.0, "time_backward": 0.0, "time_data": 0.006125285290181637, "time_forward": 0.0, "train_grad_norm": 0.11581746488809586, "train_loss_TCO-iter=1": 0.02953934296965599, "train_loss_TCO-iter=1-init=random": 0.02953934296965599, "train_loss_total": 0.19563819468021393, "train_loss_views_confidence": 0.19563819468021393, "train_time_backward": 0.0, "train_time_data": 0.006125285290181637, "train_time_forward": 0.0, "train_time_iter": 0.6741708517074585, "train_time_render": 0.3137146532535553, "epoch": 510, "has_visualization": false} {"cpu_memory": 32.81252670288086, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541839599609375, "grad_norm": 0.11701708287000656, "grad_norm_std": 0.008212084881961346, "learning_rate": 2.9999999242136255e-05, "n_datas": 58867200.0, "n_iterations": 114975.0, "time": 1655074304.0, "time_backward": 0.0, "time_data": 0.006226778961718082, "time_forward": 0.0, "train_grad_norm": 0.11701708287000656, "train_loss_TCO-iter=1": 0.029459329321980476, "train_loss_TCO-iter=1-init=random": 0.029459329321980476, "train_loss_total": 0.19417083263397217, "train_loss_views_confidence": 0.19417083263397217, "train_time_backward": 0.0, "train_time_data": 0.006226778961718082, "train_time_forward": 0.0, "train_time_iter": 0.6568944454193115, "train_time_render": 0.3128564655780792, "epoch": 511, "has_visualization": false} {"cpu_memory": 32.81907653808594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541839599609375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 58982400.0, "n_iterations": 115200.0, "time": 1655074560.0, "time_backward": 0.0, "time_data": 0.006234628614038229, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02938726171851158, "train_loss_TCO-iter=1-init=random": 0.02938726171851158, "train_loss_total": 0.1931229829788208, "train_loss_views_confidence": 0.1931229829788208, "train_time_backward": 0.0, "train_time_data": 0.006234628614038229, "train_time_forward": 0.0, "train_time_iter": 0.6565926671028137, "train_time_render": 0.31342464685440063, "epoch": 512, "has_visualization": false} {"cpu_memory": 32.82062911987305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.541839599609375, "grad_norm": 0.11835753917694092, "grad_norm_std": 0.008296151645481586, "learning_rate": 2.9999999242136255e-05, "n_datas": 59097600.0, "n_iterations": 115425.0, "time": 1655074560.0, "time_backward": 0.0, "time_data": 0.011788484640419483, "time_forward": 0.0, "train_grad_norm": 0.11835753917694092, "train_loss_TCO-iter=1": 0.02936186082661152, "train_loss_TCO-iter=1-init=random": 0.02936186082661152, "train_loss_total": 0.19297227263450623, "train_loss_views_confidence": 0.19297227263450623, "train_time_backward": 0.0, "train_time_data": 0.011788484640419483, "train_time_forward": 0.0, "train_time_iter": 0.6701620221138, "train_time_render": 0.31253781914711, "epoch": 513, "has_visualization": false} {"cpu_memory": 32.82726287841797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542083740234375, "grad_norm": 0.1182965636253357, "grad_norm_std": 0.008151101879775524, "learning_rate": 2.9999999242136255e-05, "n_datas": 59212800.0, "n_iterations": 115650.0, "time": 1655074688.0, "time_backward": 0.0, "time_data": 0.006222914904356003, "time_forward": 0.0, "train_grad_norm": 0.1182965636253357, "train_loss_TCO-iter=1": 0.02936706133186817, "train_loss_TCO-iter=1-init=random": 0.02936706133186817, "train_loss_total": 0.19271275401115417, "train_loss_views_confidence": 0.19271275401115417, "train_time_backward": 0.0, "train_time_data": 0.006222914904356003, "train_time_forward": 0.0, "train_time_iter": 0.6597903966903687, "train_time_render": 0.312483549118042, "epoch": 514, "has_visualization": false} {"cpu_memory": 32.831363677978516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542266845703125, "grad_norm": 0.1176958680152893, "grad_norm_std": 0.008119863457977772, "learning_rate": 2.9999999242136255e-05, "n_datas": 59328000.0, "n_iterations": 115875.0, "time": 1655074816.0, "time_backward": 0.0, "time_data": 0.0061506894417107105, "time_forward": 0.0, "train_grad_norm": 0.1176958680152893, "train_loss_TCO-iter=1": 0.029408132657408714, "train_loss_TCO-iter=1-init=random": 0.029408132657408714, "train_loss_total": 0.19296547770500183, "train_loss_views_confidence": 0.19296547770500183, "train_time_backward": 0.0, "train_time_data": 0.0061506894417107105, "train_time_forward": 0.0, "train_time_iter": 0.6615862846374512, "train_time_render": 0.31318745017051697, "epoch": 515, "has_visualization": false} {"cpu_memory": 32.8389892578125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542266845703125, "grad_norm": 0.1171085312962532, "grad_norm_std": 0.0075402772054076195, "learning_rate": 2.9999999242136255e-05, "n_datas": 59443200.0, "n_iterations": 116100.0, "time": 1655075072.0, "time_backward": 0.0, "time_data": 0.006293023005127907, "time_forward": 0.0, "train_grad_norm": 0.1171085312962532, "train_loss_TCO-iter=1": 0.029425205662846565, "train_loss_TCO-iter=1-init=random": 0.029425205662846565, "train_loss_total": 0.19439426064491272, "train_loss_views_confidence": 0.19439426064491272, "train_time_backward": 0.0, "train_time_data": 0.006293023005127907, "train_time_forward": 0.0, "train_time_iter": 0.6675754189491272, "train_time_render": 0.3129924535751343, "epoch": 516, "has_visualization": false} {"cpu_memory": 32.84177017211914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542266845703125, "grad_norm": 0.11793611943721771, "grad_norm_std": 0.008515480905771255, "learning_rate": 2.9999999242136255e-05, "n_datas": 59558400.0, "n_iterations": 116325.0, "time": 1655075072.0, "time_backward": 0.0, "time_data": 0.006298472639173269, "time_forward": 0.0, "train_grad_norm": 0.11793611943721771, "train_loss_TCO-iter=1": 0.029358454048633575, "train_loss_TCO-iter=1-init=random": 0.029358454048633575, "train_loss_total": 0.19255955517292023, "train_loss_views_confidence": 0.19255955517292023, "train_time_backward": 0.0, "train_time_data": 0.006298472639173269, "train_time_forward": 0.0, "train_time_iter": 0.6601216793060303, "train_time_render": 0.3127199113368988, "epoch": 517, "has_visualization": false} {"cpu_memory": 32.84959030151367, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542266845703125, "grad_norm": 0.11777838319540024, "grad_norm_std": 0.0076795658096671104, "learning_rate": 2.9999999242136255e-05, "n_datas": 59673600.0, "n_iterations": 116550.0, "time": 1655075328.0, "time_backward": 0.0, "time_data": 0.00620519882068038, "time_forward": 0.0, "train_grad_norm": 0.11777838319540024, "train_loss_TCO-iter=1": 0.029297837987542152, "train_loss_TCO-iter=1-init=random": 0.029297837987542152, "train_loss_total": 0.19251702725887299, "train_loss_views_confidence": 0.19251702725887299, "train_time_backward": 0.0, "train_time_data": 0.00620519882068038, "train_time_forward": 0.0, "train_time_iter": 0.6619929671287537, "train_time_render": 0.3129125237464905, "epoch": 518, "has_visualization": false} {"cpu_memory": 32.85396957397461, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54241943359375, "grad_norm": 0.11718843877315521, "grad_norm_std": 0.008012665435671806, "learning_rate": 2.9999999242136255e-05, "n_datas": 59788800.0, "n_iterations": 116775.0, "time": 1655075456.0, "time_backward": 0.0, "time_data": 0.006203527096658945, "time_forward": 0.0, "train_grad_norm": 0.11718843877315521, "train_loss_TCO-iter=1": 0.029416970908641815, "train_loss_TCO-iter=1-init=random": 0.029416970908641815, "train_loss_total": 0.19254393875598907, "train_loss_views_confidence": 0.19254393875598907, "train_time_backward": 0.0, "train_time_data": 0.006203527096658945, "train_time_forward": 0.0, "train_time_iter": 0.6580559611320496, "train_time_render": 0.3128580152988434, "epoch": 519, "has_visualization": false} {"cpu_memory": 32.862281799316406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5426025390625, "grad_norm": 0.11865777522325516, "grad_norm_std": 0.007599704433232546, "learning_rate": 2.9999999242136255e-05, "n_datas": 59904000.0, "n_iterations": 117000.0, "time": 1655075456.0, "time_backward": 0.0, "time_data": 0.006196946837007999, "time_forward": 0.0, "train_grad_norm": 0.11865777522325516, "train_loss_TCO-iter=1": 0.029438024386763573, "train_loss_TCO-iter=1-init=random": 0.029438024386763573, "train_loss_total": 0.19250240921974182, "train_loss_views_confidence": 0.19250240921974182, "train_time_backward": 0.0, "train_time_data": 0.006196946837007999, "train_time_forward": 0.0, "train_time_iter": 0.6595298051834106, "train_time_render": 0.3132372200489044, "epoch": 520, "has_visualization": false} {"cpu_memory": 32.86408615112305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5426025390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 60019200.0, "n_iterations": 117225.0, "time": 1655075712.0, "time_backward": 0.0, "time_data": 0.006154067814350128, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029386159032583237, "train_loss_TCO-iter=1-init=random": 0.029386159032583237, "train_loss_total": 0.19363126158714294, "train_loss_views_confidence": 0.19363126158714294, "train_time_backward": 0.0, "train_time_data": 0.006154067814350128, "train_time_forward": 0.0, "train_time_iter": 0.6540267467498779, "train_time_render": 0.3124241828918457, "epoch": 521, "has_visualization": false} {"cpu_memory": 32.87051773071289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542724609375, "grad_norm": 0.1189948320388794, "grad_norm_std": 0.008516119793057442, "learning_rate": 2.9999999242136255e-05, "n_datas": 60134400.0, "n_iterations": 117450.0, "time": 1655075968.0, "time_backward": 0.0, "time_data": 0.0061757005751132965, "time_forward": 0.0, "train_grad_norm": 0.1189948320388794, "train_loss_TCO-iter=1": 0.029449347406625748, "train_loss_TCO-iter=1-init=random": 0.029449347406625748, "train_loss_total": 0.19300632178783417, "train_loss_views_confidence": 0.19300632178783417, "train_time_backward": 0.0, "train_time_data": 0.0061757005751132965, "train_time_forward": 0.0, "train_time_iter": 0.6554906964302063, "train_time_render": 0.3132820129394531, "epoch": 522, "has_visualization": false} {"cpu_memory": 32.878807067871094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.542724609375, "grad_norm": 0.11908275634050369, "grad_norm_std": 0.007770187221467495, "learning_rate": 2.9999999242136255e-05, "n_datas": 60249600.0, "n_iterations": 117675.0, "time": 1655076224.0, "time_backward": 0.0, "time_data": 0.006150153465569019, "time_forward": 0.0, "train_grad_norm": 0.11908275634050369, "train_loss_TCO-iter=1": 0.029345691204071045, "train_loss_TCO-iter=1-init=random": 0.029345691204071045, "train_loss_total": 0.1920817792415619, "train_loss_views_confidence": 0.1920817792415619, "train_time_backward": 0.0, "train_time_data": 0.006150153465569019, "train_time_forward": 0.0, "train_time_iter": 0.6701845526695251, "train_time_render": 0.3132276237010956, "epoch": 523, "has_visualization": false} {"cpu_memory": 32.88422393798828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54296875, "grad_norm": 0.12049593031406403, "grad_norm_std": 0.007317899726331234, "learning_rate": 2.9999999242136255e-05, "n_datas": 60364800.0, "n_iterations": 117900.0, "time": 1655076224.0, "time_backward": 0.0, "time_data": 0.0061650569550693035, "time_forward": 0.0, "train_grad_norm": 0.12049593031406403, "train_loss_TCO-iter=1": 0.029329337179660797, "train_loss_TCO-iter=1-init=random": 0.029329337179660797, "train_loss_total": 0.19235995411872864, "train_loss_views_confidence": 0.19235995411872864, "train_time_backward": 0.0, "train_time_data": 0.0061650569550693035, "train_time_forward": 0.0, "train_time_iter": 0.6671805381774902, "train_time_render": 0.31264597177505493, "epoch": 524, "has_visualization": false} {"cpu_memory": 32.888431549072266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54296875, "grad_norm": 0.11967674642801285, "grad_norm_std": 0.007990045472979546, "learning_rate": 2.9999999242136255e-05, "n_datas": 60480000.0, "n_iterations": 118125.0, "time": 1655076352.0, "time_backward": 0.0, "time_data": 0.006218380760401487, "time_forward": 0.0, "train_grad_norm": 0.11967674642801285, "train_loss_TCO-iter=1": 0.029408151283860207, "train_loss_TCO-iter=1-init=random": 0.029408151283860207, "train_loss_total": 0.19137509167194366, "train_loss_views_confidence": 0.19137509167194366, "train_time_backward": 0.0, "train_time_data": 0.006218380760401487, "train_time_forward": 0.0, "train_time_iter": 0.6570350527763367, "train_time_render": 0.3137855529785156, "epoch": 525, "has_visualization": false} {"cpu_memory": 32.892791748046875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54296875, "grad_norm": 0.11983758211135864, "grad_norm_std": 0.008023249916732311, "learning_rate": 2.9999999242136255e-05, "n_datas": 60595200.0, "n_iterations": 118350.0, "time": 1655076608.0, "time_backward": 0.0, "time_data": 0.006142758298665285, "time_forward": 0.0, "train_grad_norm": 0.11983758211135864, "train_loss_TCO-iter=1": 0.02931876853108406, "train_loss_TCO-iter=1-init=random": 0.02931876853108406, "train_loss_total": 0.19276505708694458, "train_loss_views_confidence": 0.19276505708694458, "train_time_backward": 0.0, "train_time_data": 0.006142758298665285, "train_time_forward": 0.0, "train_time_iter": 0.6521856784820557, "train_time_render": 0.31301194429397583, "epoch": 526, "has_visualization": false} {"cpu_memory": 32.89990234375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5430908203125, "grad_norm": 0.11858955770730972, "grad_norm_std": 0.007579032331705093, "learning_rate": 2.9999999242136255e-05, "n_datas": 60710400.0, "n_iterations": 118575.0, "time": 1655076736.0, "time_backward": 0.0, "time_data": 0.006281456910073757, "time_forward": 0.0, "train_grad_norm": 0.11858955770730972, "train_loss_TCO-iter=1": 0.0295119471848011, "train_loss_TCO-iter=1-init=random": 0.0295119471848011, "train_loss_total": 0.19260099530220032, "train_loss_views_confidence": 0.19260099530220032, "train_time_backward": 0.0, "train_time_data": 0.006281456910073757, "train_time_forward": 0.0, "train_time_iter": 0.656601071357727, "train_time_render": 0.3132099211215973, "epoch": 527, "has_visualization": false} {"cpu_memory": 32.90886688232422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5430908203125, "grad_norm": 0.12002982199192047, "grad_norm_std": 0.008360355161130428, "learning_rate": 2.9999999242136255e-05, "n_datas": 60825600.0, "n_iterations": 118800.0, "time": 1655076864.0, "time_backward": 0.0, "time_data": 0.006328570656478405, "time_forward": 0.0, "train_grad_norm": 0.12002982199192047, "train_loss_TCO-iter=1": 0.029376782476902008, "train_loss_TCO-iter=1-init=random": 0.029376782476902008, "train_loss_total": 0.1921694278717041, "train_loss_views_confidence": 0.1921694278717041, "train_time_backward": 0.0, "train_time_data": 0.006328570656478405, "train_time_forward": 0.0, "train_time_iter": 0.6563506126403809, "train_time_render": 0.3128960132598877, "epoch": 528, "has_visualization": false} {"cpu_memory": 32.91423797607422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5430908203125, "grad_norm": 0.12078086286783218, "grad_norm_std": 0.008527308702468872, "learning_rate": 2.9999999242136255e-05, "n_datas": 60940800.0, "n_iterations": 119025.0, "time": 1655076992.0, "time_backward": 0.0, "time_data": 0.006199984345585108, "time_forward": 0.0, "train_grad_norm": 0.12078086286783218, "train_loss_TCO-iter=1": 0.02935142070055008, "train_loss_TCO-iter=1-init=random": 0.02935142070055008, "train_loss_total": 0.1922234296798706, "train_loss_views_confidence": 0.1922234296798706, "train_time_backward": 0.0, "train_time_data": 0.006199984345585108, "train_time_forward": 0.0, "train_time_iter": 0.6640700697898865, "train_time_render": 0.31203150749206543, "epoch": 529, "has_visualization": false} {"cpu_memory": 32.91801452636719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5433349609375, "grad_norm": 0.12164963036775589, "grad_norm_std": 0.008787816390395164, "learning_rate": 2.9999999242136255e-05, "n_datas": 61056000.0, "n_iterations": 119250.0, "time": 1655077120.0, "time_backward": 0.0, "time_data": 0.006173582747578621, "time_forward": 0.0, "train_grad_norm": 0.12164963036775589, "train_loss_TCO-iter=1": 0.02943342551589012, "train_loss_TCO-iter=1-init=random": 0.02943342551589012, "train_loss_total": 0.19078615307807922, "train_loss_views_confidence": 0.19078615307807922, "train_time_backward": 0.0, "train_time_data": 0.006173582747578621, "train_time_forward": 0.0, "train_time_iter": 0.666986346244812, "train_time_render": 0.3143748939037323, "epoch": 530, "has_visualization": false} {"cpu_memory": 32.92418670654297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543487548828125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 61171200.0, "n_iterations": 119475.0, "time": 1655077120.0, "time_backward": 0.0, "time_data": 0.006308383774012327, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02933333069086075, "train_loss_TCO-iter=1-init=random": 0.02933333069086075, "train_loss_total": 0.1910950094461441, "train_loss_views_confidence": 0.1910950094461441, "train_time_backward": 0.0, "train_time_data": 0.006308383774012327, "train_time_forward": 0.0, "train_time_iter": 0.6714585423469543, "train_time_render": 0.31299135088920593, "epoch": 531, "has_visualization": false} {"cpu_memory": 32.92589569091797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543487548828125, "grad_norm": 0.12147694081068039, "grad_norm_std": 0.008265664801001549, "learning_rate": 2.9999999242136255e-05, "n_datas": 61286400.0, "n_iterations": 119700.0, "time": 1655077376.0, "time_backward": 0.0, "time_data": 0.006248234771192074, "time_forward": 0.0, "train_grad_norm": 0.12147694081068039, "train_loss_TCO-iter=1": 0.029383327811956406, "train_loss_TCO-iter=1-init=random": 0.029383327811956406, "train_loss_total": 0.19149723649024963, "train_loss_views_confidence": 0.19149723649024963, "train_time_backward": 0.0, "train_time_data": 0.006248234771192074, "train_time_forward": 0.0, "train_time_iter": 0.6520022749900818, "train_time_render": 0.31326979398727417, "epoch": 532, "has_visualization": false} {"cpu_memory": 32.932884216308594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543487548828125, "grad_norm": 0.12042747437953949, "grad_norm_std": 0.008158162236213684, "learning_rate": 2.9999999242136255e-05, "n_datas": 61401600.0, "n_iterations": 119925.0, "time": 1655077504.0, "time_backward": 0.0, "time_data": 0.006236910354346037, "time_forward": 0.0, "train_grad_norm": 0.12042747437953949, "train_loss_TCO-iter=1": 0.029319291934370995, "train_loss_TCO-iter=1-init=random": 0.029319291934370995, "train_loss_total": 0.19211038947105408, "train_loss_views_confidence": 0.19211038947105408, "train_time_backward": 0.0, "train_time_data": 0.006236910354346037, "train_time_forward": 0.0, "train_time_iter": 0.6605685949325562, "train_time_render": 0.31331077218055725, "epoch": 533, "has_visualization": false} {"cpu_memory": 32.938987731933594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543731689453125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 61516800.0, "n_iterations": 120150.0, "time": 1655077760.0, "time_backward": 0.0, "time_data": 0.00628723343834281, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029374701902270317, "train_loss_TCO-iter=1-init=random": 0.029374701902270317, "train_loss_total": 0.19205407798290253, "train_loss_views_confidence": 0.19205407798290253, "train_time_backward": 0.0, "train_time_data": 0.00628723343834281, "train_time_forward": 0.0, "train_time_iter": 0.6609445214271545, "train_time_render": 0.3126443028450012, "epoch": 534, "has_visualization": false} {"cpu_memory": 32.945045471191406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543731689453125, "grad_norm": 0.1235487088561058, "grad_norm_std": 0.008393811993300915, "learning_rate": 2.9999999242136255e-05, "n_datas": 61632000.0, "n_iterations": 120375.0, "time": 1655077888.0, "time_backward": 0.0, "time_data": 0.0062063103541731834, "time_forward": 0.0, "train_grad_norm": 0.1235487088561058, "train_loss_TCO-iter=1": 0.02934560365974903, "train_loss_TCO-iter=1-init=random": 0.02934560365974903, "train_loss_total": 0.1920427829027176, "train_loss_views_confidence": 0.1920427829027176, "train_time_backward": 0.0, "train_time_data": 0.0062063103541731834, "train_time_forward": 0.0, "train_time_iter": 0.6667340993881226, "train_time_render": 0.3130117356777191, "epoch": 535, "has_visualization": false} {"cpu_memory": 32.95143127441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.543792724609375, "grad_norm": 0.12296625226736069, "grad_norm_std": 0.008428433910012245, "learning_rate": 2.9999999242136255e-05, "n_datas": 61747200.0, "n_iterations": 120600.0, "time": 1655078016.0, "time_backward": 0.0, "time_data": 0.006223152857273817, "time_forward": 0.0, "train_grad_norm": 0.12296625226736069, "train_loss_TCO-iter=1": 0.02937854453921318, "train_loss_TCO-iter=1-init=random": 0.02937854453921318, "train_loss_total": 0.19152937829494476, "train_loss_views_confidence": 0.19152937829494476, "train_time_backward": 0.0, "train_time_data": 0.006223152857273817, "train_time_forward": 0.0, "train_time_iter": 0.674207866191864, "train_time_render": 0.3131760060787201, "epoch": 536, "has_visualization": false} {"cpu_memory": 32.956974029541016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54400634765625, "grad_norm": 0.12169355899095535, "grad_norm_std": 0.007837658748030663, "learning_rate": 2.9999999242136255e-05, "n_datas": 61862400.0, "n_iterations": 120825.0, "time": 1655078272.0, "time_backward": 0.0, "time_data": 0.006271780002862215, "time_forward": 0.0, "train_grad_norm": 0.12169355899095535, "train_loss_TCO-iter=1": 0.02933783456683159, "train_loss_TCO-iter=1-init=random": 0.02933783456683159, "train_loss_total": 0.19225966930389404, "train_loss_views_confidence": 0.19225966930389404, "train_time_backward": 0.0, "train_time_data": 0.006271780002862215, "train_time_forward": 0.0, "train_time_iter": 0.6696791052818298, "train_time_render": 0.31363964080810547, "epoch": 537, "has_visualization": false} {"cpu_memory": 32.96955871582031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5443115234375, "grad_norm": 0.1223650649189949, "grad_norm_std": 0.008119836449623108, "learning_rate": 2.9999999242136255e-05, "n_datas": 61977600.0, "n_iterations": 121050.0, "time": 1655078400.0, "time_backward": 0.0, "time_data": 0.006200083065778017, "time_forward": 0.0, "train_grad_norm": 0.1223650649189949, "train_loss_TCO-iter=1": 0.029391083866357803, "train_loss_TCO-iter=1-init=random": 0.029391083866357803, "train_loss_total": 0.19099950790405273, "train_loss_views_confidence": 0.19099950790405273, "train_time_backward": 0.0, "train_time_data": 0.006200083065778017, "train_time_forward": 0.0, "train_time_iter": 0.6541181802749634, "train_time_render": 0.3130033612251282, "epoch": 538, "has_visualization": false} {"cpu_memory": 32.972206115722656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5443115234375, "grad_norm": 0.12062228471040726, "grad_norm_std": 0.0083210039883852, "learning_rate": 2.9999999242136255e-05, "n_datas": 62092800.0, "n_iterations": 121275.0, "time": 1655078656.0, "time_backward": 0.0, "time_data": 0.006261621601879597, "time_forward": 0.0, "train_grad_norm": 0.12062228471040726, "train_loss_TCO-iter=1": 0.02937796153128147, "train_loss_TCO-iter=1-init=random": 0.02937796153128147, "train_loss_total": 0.1917896270751953, "train_loss_views_confidence": 0.1917896270751953, "train_time_backward": 0.0, "train_time_data": 0.006261621601879597, "train_time_forward": 0.0, "train_time_iter": 0.654328465461731, "train_time_render": 0.3130831718444824, "epoch": 539, "has_visualization": false} {"cpu_memory": 32.9779052734375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54449462890625, "grad_norm": 0.12251080572605133, "grad_norm_std": 0.008234906941652298, "learning_rate": 2.9999999242136255e-05, "n_datas": 62208000.0, "n_iterations": 121500.0, "time": 1655078656.0, "time_backward": 0.0, "time_data": 0.006180536933243275, "time_forward": 0.0, "train_grad_norm": 0.12251080572605133, "train_loss_TCO-iter=1": 0.02931416779756546, "train_loss_TCO-iter=1-init=random": 0.02931416779756546, "train_loss_total": 0.19200286269187927, "train_loss_views_confidence": 0.19200286269187927, "train_time_backward": 0.0, "train_time_data": 0.006180536933243275, "train_time_forward": 0.0, "train_time_iter": 0.6588919758796692, "train_time_render": 0.31362202763557434, "epoch": 540, "has_visualization": false} {"cpu_memory": 32.98197937011719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.544677734375, "grad_norm": 0.12273858487606049, "grad_norm_std": 0.00894229020923376, "learning_rate": 2.9999999242136255e-05, "n_datas": 62323200.0, "n_iterations": 121725.0, "time": 1655078784.0, "time_backward": 0.0, "time_data": 0.0061521450988948345, "time_forward": 0.0, "train_grad_norm": 0.12273858487606049, "train_loss_TCO-iter=1": 0.029309138655662537, "train_loss_TCO-iter=1-init=random": 0.029309138655662537, "train_loss_total": 0.1908298283815384, "train_loss_views_confidence": 0.1908298283815384, "train_time_backward": 0.0, "train_time_data": 0.0061521450988948345, "train_time_forward": 0.0, "train_time_iter": 0.6643942594528198, "train_time_render": 0.3138848543167114, "epoch": 541, "has_visualization": false} {"cpu_memory": 32.98854064941406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.544677734375, "grad_norm": 0.122965507209301, "grad_norm_std": 0.008063790388405323, "learning_rate": 2.9999999242136255e-05, "n_datas": 62438400.0, "n_iterations": 121950.0, "time": 1655078912.0, "time_backward": 0.0, "time_data": 0.006149110849946737, "time_forward": 0.0, "train_grad_norm": 0.122965507209301, "train_loss_TCO-iter=1": 0.029412051662802696, "train_loss_TCO-iter=1-init=random": 0.029412051662802696, "train_loss_total": 0.1914326548576355, "train_loss_views_confidence": 0.1914326548576355, "train_time_backward": 0.0, "train_time_data": 0.006149110849946737, "train_time_forward": 0.0, "train_time_iter": 0.664849042892456, "train_time_render": 0.3130868375301361, "epoch": 542, "has_visualization": false} {"cpu_memory": 32.99342727661133, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54486083984375, "grad_norm": 0.12352900952100754, "grad_norm_std": 0.008884569630026817, "learning_rate": 2.9999999242136255e-05, "n_datas": 62553600.0, "n_iterations": 122175.0, "time": 1655079040.0, "time_backward": 0.0, "time_data": 0.006206268910318613, "time_forward": 0.0, "train_grad_norm": 0.12352900952100754, "train_loss_TCO-iter=1": 0.029360415413975716, "train_loss_TCO-iter=1-init=random": 0.029360415413975716, "train_loss_total": 0.18975095450878143, "train_loss_views_confidence": 0.18975095450878143, "train_time_backward": 0.0, "train_time_data": 0.006206268910318613, "train_time_forward": 0.0, "train_time_iter": 0.6553072333335876, "train_time_render": 0.31333810091018677, "epoch": 543, "has_visualization": false} {"cpu_memory": 32.99840545654297, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.1223624125123024, "grad_norm_std": 0.008834486827254295, "learning_rate": 2.9999999242136255e-05, "n_datas": 62668800.0, "n_iterations": 122400.0, "time": 1655079168.0, "time_backward": 0.0, "time_data": 0.0063447505235672, "time_forward": 0.0, "train_grad_norm": 0.1223624125123024, "train_loss_TCO-iter=1": 0.029363542795181274, "train_loss_TCO-iter=1-init=random": 0.029363542795181274, "train_loss_total": 0.19083420932292938, "train_loss_views_confidence": 0.19083420932292938, "train_time_backward": 0.0, "train_time_data": 0.0063447505235672, "train_time_forward": 0.0, "train_time_iter": 0.6700707077980042, "train_time_render": 0.3135066032409668, "epoch": 544, "has_visualization": false} {"cpu_memory": 33.00325012207031, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.1247578039765358, "grad_norm_std": 0.009404100477695465, "learning_rate": 2.9999999242136255e-05, "n_datas": 62784000.0, "n_iterations": 122625.0, "time": 1655079424.0, "time_backward": 0.0, "time_data": 0.0061142160557210445, "time_forward": 0.0, "train_grad_norm": 0.1247578039765358, "train_loss_TCO-iter=1": 0.02939937822520733, "train_loss_TCO-iter=1-init=random": 0.02939937822520733, "train_loss_total": 0.18993906676769257, "train_loss_views_confidence": 0.18993906676769257, "train_time_backward": 0.0, "train_time_data": 0.0061142160557210445, "train_time_forward": 0.0, "train_time_iter": 0.6571112871170044, "train_time_render": 0.3127625584602356, "epoch": 545, "has_visualization": false} {"cpu_memory": 33.0083122253418, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.12403726577758789, "grad_norm_std": 0.008279500529170036, "learning_rate": 2.9999999242136255e-05, "n_datas": 62899200.0, "n_iterations": 122850.0, "time": 1655079552.0, "time_backward": 0.0, "time_data": 0.006203020922839642, "time_forward": 0.0, "train_grad_norm": 0.12403726577758789, "train_loss_TCO-iter=1": 0.02940654382109642, "train_loss_TCO-iter=1-init=random": 0.02940654382109642, "train_loss_total": 0.19169040024280548, "train_loss_views_confidence": 0.19169040024280548, "train_time_backward": 0.0, "train_time_data": 0.006203020922839642, "train_time_forward": 0.0, "train_time_iter": 0.6701076030731201, "train_time_render": 0.31393924355506897, "epoch": 546, "has_visualization": false} {"cpu_memory": 33.0156135559082, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.12375158071517944, "grad_norm_std": 0.008580579422414303, "learning_rate": 2.9999999242136255e-05, "n_datas": 63014400.0, "n_iterations": 123075.0, "time": 1655079552.0, "time_backward": 0.0, "time_data": 0.006198440678417683, "time_forward": 0.0, "train_grad_norm": 0.12375158071517944, "train_loss_TCO-iter=1": 0.029413390904664993, "train_loss_TCO-iter=1-init=random": 0.029413390904664993, "train_loss_total": 0.19080954790115356, "train_loss_views_confidence": 0.19080954790115356, "train_time_backward": 0.0, "train_time_data": 0.006198440678417683, "train_time_forward": 0.0, "train_time_iter": 0.6626278162002563, "train_time_render": 0.3132542073726654, "epoch": 547, "has_visualization": false} {"cpu_memory": 33.01980209350586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.12362105399370193, "grad_norm_std": 0.008757253177464008, "learning_rate": 2.9999999242136255e-05, "n_datas": 63129600.0, "n_iterations": 123300.0, "time": 1655079808.0, "time_backward": 0.0, "time_data": 0.006032716017216444, "time_forward": 0.0, "train_grad_norm": 0.12362105399370193, "train_loss_TCO-iter=1": 0.029388893395662308, "train_loss_TCO-iter=1-init=random": 0.029388893395662308, "train_loss_total": 0.1912441849708557, "train_loss_views_confidence": 0.1912441849708557, "train_time_backward": 0.0, "train_time_data": 0.006032716017216444, "train_time_forward": 0.0, "train_time_iter": 0.6629266142845154, "train_time_render": 0.31321626901626587, "epoch": 548, "has_visualization": false} {"cpu_memory": 33.028018951416016, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.12341698259115219, "grad_norm_std": 0.008310029283165932, "learning_rate": 2.9999999242136255e-05, "n_datas": 63244800.0, "n_iterations": 123525.0, "time": 1655079936.0, "time_backward": 0.0, "time_data": 0.006129583343863487, "time_forward": 0.0, "train_grad_norm": 0.12341698259115219, "train_loss_TCO-iter=1": 0.02937914989888668, "train_loss_TCO-iter=1-init=random": 0.02937914989888668, "train_loss_total": 0.19020462036132812, "train_loss_views_confidence": 0.19020462036132812, "train_time_backward": 0.0, "train_time_data": 0.006129583343863487, "train_time_forward": 0.0, "train_time_iter": 0.6607559323310852, "train_time_render": 0.3134862780570984, "epoch": 549, "has_visualization": false} {"cpu_memory": 33.03767013549805, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54534912109375, "grad_norm": 0.1241007000207901, "grad_norm_std": 0.008523394353687763, "learning_rate": 2.9999999242136255e-05, "n_datas": 63360000.0, "n_iterations": 123750.0, "time": 1655080320.0, "time_backward": 0.0, "time_data": 0.00609255488961935, "time_forward": 0.0, "train_grad_norm": 0.1241007000207901, "train_loss_TCO-iter=1": 0.029334258288145065, "train_loss_TCO-iter=1-init=random": 0.029334258288145065, "train_loss_total": 0.1917339414358139, "train_loss_views_confidence": 0.1917339414358139, "train_time_backward": 0.0, "train_time_data": 0.00609255488961935, "train_time_forward": 0.0, "train_time_iter": 0.6571050882339478, "train_time_render": 0.31322425603866577, "epoch": 550, "has_visualization": false} {"cpu_memory": 33.039283752441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5455322265625, "grad_norm": 0.12260459363460541, "grad_norm_std": 0.007439487148076296, "learning_rate": 2.9999999242136255e-05, "n_datas": 63475200.0, "n_iterations": 123975.0, "time": 1655080320.0, "time_backward": 0.0, "time_data": 0.0062930164858698845, "time_forward": 0.0, "train_grad_norm": 0.12260459363460541, "train_loss_TCO-iter=1": 0.029463529586791992, "train_loss_TCO-iter=1-init=random": 0.029463529586791992, "train_loss_total": 0.19185295701026917, "train_loss_views_confidence": 0.19185295701026917, "train_time_backward": 0.0, "train_time_data": 0.0062930164858698845, "train_time_forward": 0.0, "train_time_iter": 0.66887366771698, "train_time_render": 0.3139916956424713, "epoch": 551, "has_visualization": false} {"cpu_memory": 33.046566009521484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54559326171875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 63590400.0, "n_iterations": 124200.0, "time": 1655080448.0, "time_backward": 0.0, "time_data": 0.006231604143977165, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029291588813066483, "train_loss_TCO-iter=1-init=random": 0.029291588813066483, "train_loss_total": 0.19080400466918945, "train_loss_views_confidence": 0.19080400466918945, "train_time_backward": 0.0, "train_time_data": 0.006231604143977165, "train_time_forward": 0.0, "train_time_iter": 0.6645006537437439, "train_time_render": 0.31364452838897705, "epoch": 552, "has_visualization": false} {"cpu_memory": 33.05421829223633, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54559326171875, "grad_norm": 0.12448669970035553, "grad_norm_std": 0.00937254074960947, "learning_rate": 2.9999999242136255e-05, "n_datas": 63705600.0, "n_iterations": 124425.0, "time": 1655080704.0, "time_backward": 0.0, "time_data": 0.0061518726870417595, "time_forward": 0.0, "train_grad_norm": 0.12448669970035553, "train_loss_TCO-iter=1": 0.0292927548289299, "train_loss_TCO-iter=1-init=random": 0.0292927548289299, "train_loss_total": 0.19078856706619263, "train_loss_views_confidence": 0.19078856706619263, "train_time_backward": 0.0, "train_time_data": 0.0061518726870417595, "train_time_forward": 0.0, "train_time_iter": 0.6640775799751282, "train_time_render": 0.3127269446849823, "epoch": 553, "has_visualization": false} {"cpu_memory": 33.054595947265625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54559326171875, "grad_norm": 0.12420705705881119, "grad_norm_std": 0.008954471908509731, "learning_rate": 2.9999999242136255e-05, "n_datas": 63820800.0, "n_iterations": 124650.0, "time": 1655080704.0, "time_backward": 0.0, "time_data": 0.011768692173063755, "time_forward": 0.0, "train_grad_norm": 0.12420705705881119, "train_loss_TCO-iter=1": 0.029367610812187195, "train_loss_TCO-iter=1-init=random": 0.029367610812187195, "train_loss_total": 0.19057857990264893, "train_loss_views_confidence": 0.19057857990264893, "train_time_backward": 0.0, "train_time_data": 0.011768692173063755, "train_time_forward": 0.0, "train_time_iter": 0.6798526644706726, "train_time_render": 0.31270623207092285, "epoch": 554, "has_visualization": false} {"cpu_memory": 33.05857849121094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54559326171875, "grad_norm": 0.12532468140125275, "grad_norm_std": 0.008956060744822025, "learning_rate": 2.9999999242136255e-05, "n_datas": 63936000.0, "n_iterations": 124875.0, "time": 1655080960.0, "time_backward": 0.0, "time_data": 0.0062711285427212715, "time_forward": 0.0, "train_grad_norm": 0.12532468140125275, "train_loss_TCO-iter=1": 0.02936488948762417, "train_loss_TCO-iter=1-init=random": 0.02936488948762417, "train_loss_total": 0.189944788813591, "train_loss_views_confidence": 0.189944788813591, "train_time_backward": 0.0, "train_time_data": 0.0062711285427212715, "train_time_forward": 0.0, "train_time_iter": 0.6499549150466919, "train_time_render": 0.31349384784698486, "epoch": 555, "has_visualization": false} {"cpu_memory": 33.06295394897461, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12646223604679108, "grad_norm_std": 0.009147550910711288, "learning_rate": 2.9999999242136255e-05, "n_datas": 64051200.0, "n_iterations": 125100.0, "time": 1655081088.0, "time_backward": 0.0, "time_data": 0.006431449204683304, "time_forward": 0.0, "train_grad_norm": 0.12646223604679108, "train_loss_TCO-iter=1": 0.02933318354189396, "train_loss_TCO-iter=1-init=random": 0.02933318354189396, "train_loss_total": 0.19047020375728607, "train_loss_views_confidence": 0.19047020375728607, "train_time_backward": 0.0, "train_time_data": 0.006431449204683304, "train_time_forward": 0.0, "train_time_iter": 0.6555543541908264, "train_time_render": 0.31245744228363037, "epoch": 556, "has_visualization": false} {"cpu_memory": 33.07124710083008, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12478240579366684, "grad_norm_std": 0.008501967415213585, "learning_rate": 2.9999999242136255e-05, "n_datas": 64166400.0, "n_iterations": 125325.0, "time": 1655081216.0, "time_backward": 0.0, "time_data": 0.006129434332251549, "time_forward": 0.0, "train_grad_norm": 0.12478240579366684, "train_loss_TCO-iter=1": 0.02935255877673626, "train_loss_TCO-iter=1-init=random": 0.02935255877673626, "train_loss_total": 0.1901673823595047, "train_loss_views_confidence": 0.1901673823595047, "train_time_backward": 0.0, "train_time_data": 0.006129434332251549, "train_time_forward": 0.0, "train_time_iter": 0.6586874723434448, "train_time_render": 0.31235742568969727, "epoch": 557, "has_visualization": false} {"cpu_memory": 33.077301025390625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12413021177053452, "grad_norm_std": 0.008115578442811966, "learning_rate": 2.9999999242136255e-05, "n_datas": 64281600.0, "n_iterations": 125550.0, "time": 1655081216.0, "time_backward": 0.0, "time_data": 0.006187682971358299, "time_forward": 0.0, "train_grad_norm": 0.12413021177053452, "train_loss_TCO-iter=1": 0.02929711900651455, "train_loss_TCO-iter=1-init=random": 0.02929711900651455, "train_loss_total": 0.1911725550889969, "train_loss_views_confidence": 0.1911725550889969, "train_time_backward": 0.0, "train_time_data": 0.006187682971358299, "train_time_forward": 0.0, "train_time_iter": 0.6556111574172974, "train_time_render": 0.31210070848464966, "epoch": 558, "has_visualization": false} {"cpu_memory": 33.08366394042969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12568694353103638, "grad_norm_std": 0.008793598040938377, "learning_rate": 2.9999999242136255e-05, "n_datas": 64396800.0, "n_iterations": 125775.0, "time": 1655081472.0, "time_backward": 0.0, "time_data": 0.006175627000629902, "time_forward": 0.0, "train_grad_norm": 0.12568694353103638, "train_loss_TCO-iter=1": 0.029346009716391563, "train_loss_TCO-iter=1-init=random": 0.029346009716391563, "train_loss_total": 0.1909833699464798, "train_loss_views_confidence": 0.1909833699464798, "train_time_backward": 0.0, "train_time_data": 0.006175627000629902, "train_time_forward": 0.0, "train_time_iter": 0.6694493293762207, "train_time_render": 0.31283852458000183, "epoch": 559, "has_visualization": false} {"cpu_memory": 33.09541702270508, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 64512000.0, "n_iterations": 126000.0, "time": 1655081600.0, "time_backward": 0.0, "time_data": 0.0060839420184493065, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02936401218175888, "train_loss_TCO-iter=1-init=random": 0.02936401218175888, "train_loss_total": 0.19054082036018372, "train_loss_views_confidence": 0.19054082036018372, "train_time_backward": 0.0, "train_time_data": 0.0060839420184493065, "train_time_forward": 0.0, "train_time_iter": 0.6711239218711853, "train_time_render": 0.31423941254615784, "epoch": 560, "has_visualization": false} {"cpu_memory": 33.101158142089844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.124930739402771, "grad_norm_std": 0.008319507353007793, "learning_rate": 2.9999999242136255e-05, "n_datas": 64627200.0, "n_iterations": 126225.0, "time": 1655081856.0, "time_backward": 0.0, "time_data": 0.00629327492788434, "time_forward": 0.0, "train_grad_norm": 0.124930739402771, "train_loss_TCO-iter=1": 0.029299134388566017, "train_loss_TCO-iter=1-init=random": 0.029299134388566017, "train_loss_total": 0.18995510041713715, "train_loss_views_confidence": 0.18995510041713715, "train_time_backward": 0.0, "train_time_data": 0.00629327492788434, "train_time_forward": 0.0, "train_time_iter": 0.6485203504562378, "train_time_render": 0.3129647672176361, "epoch": 561, "has_visualization": false} {"cpu_memory": 33.10208511352539, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12604406476020813, "grad_norm_std": 0.008542264811694622, "learning_rate": 2.9999999242136255e-05, "n_datas": 64742400.0, "n_iterations": 126450.0, "time": 1655081984.0, "time_backward": 0.0, "time_data": 0.006285917013883591, "time_forward": 0.0, "train_grad_norm": 0.12604406476020813, "train_loss_TCO-iter=1": 0.029377704486250877, "train_loss_TCO-iter=1-init=random": 0.029377704486250877, "train_loss_total": 0.18987074494361877, "train_loss_views_confidence": 0.18987074494361877, "train_time_backward": 0.0, "train_time_data": 0.006285917013883591, "train_time_forward": 0.0, "train_time_iter": 0.6645733118057251, "train_time_render": 0.3138858377933502, "epoch": 562, "has_visualization": false} {"cpu_memory": 33.10829544067383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.1254781037569046, "grad_norm_std": 0.009348761290311813, "learning_rate": 2.9999999242136255e-05, "n_datas": 64857600.0, "n_iterations": 126675.0, "time": 1655082112.0, "time_backward": 0.0, "time_data": 0.006186308339238167, "time_forward": 0.0, "train_grad_norm": 0.1254781037569046, "train_loss_TCO-iter=1": 0.029271794483065605, "train_loss_TCO-iter=1-init=random": 0.029271794483065605, "train_loss_total": 0.19118261337280273, "train_loss_views_confidence": 0.19118261337280273, "train_time_backward": 0.0, "train_time_data": 0.006186308339238167, "train_time_forward": 0.0, "train_time_iter": 0.6586694121360779, "train_time_render": 0.31205207109451294, "epoch": 563, "has_visualization": false} {"cpu_memory": 33.11104202270508, "cuda_memory": 5.363624572753906, "gpu_memory": 23.545867919921875, "grad_norm": 0.12546990811824799, "grad_norm_std": 0.008825198747217655, "learning_rate": 2.9999999242136255e-05, "n_datas": 64972800.0, "n_iterations": 126900.0, "time": 1655082368.0, "time_backward": 0.0, "time_data": 0.006090072449296713, "time_forward": 0.0, "train_grad_norm": 0.12546990811824799, "train_loss_TCO-iter=1": 0.029380783438682556, "train_loss_TCO-iter=1-init=random": 0.029380783438682556, "train_loss_total": 0.1905708909034729, "train_loss_views_confidence": 0.1905708909034729, "train_time_backward": 0.0, "train_time_data": 0.006090072449296713, "train_time_forward": 0.0, "train_time_iter": 0.6751092672348022, "train_time_render": 0.3134188950061798, "epoch": 564, "has_visualization": false} {"cpu_memory": 33.11723709106445, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546234130859375, "grad_norm": 0.1262037456035614, "grad_norm_std": 0.008784910663962364, "learning_rate": 2.9999999242136255e-05, "n_datas": 65088000.0, "n_iterations": 127125.0, "time": 1655082368.0, "time_backward": 0.0, "time_data": 0.006069294176995754, "time_forward": 0.0, "train_grad_norm": 0.1262037456035614, "train_loss_TCO-iter=1": 0.0293983593583107, "train_loss_TCO-iter=1-init=random": 0.0293983593583107, "train_loss_total": 0.19111280143260956, "train_loss_views_confidence": 0.19111280143260956, "train_time_backward": 0.0, "train_time_data": 0.006069294176995754, "train_time_forward": 0.0, "train_time_iter": 0.6561605334281921, "train_time_render": 0.31272533535957336, "epoch": 565, "has_visualization": false} {"cpu_memory": 33.12162780761719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546234130859375, "grad_norm": 0.12607988715171814, "grad_norm_std": 0.008890705183148384, "learning_rate": 2.9999999242136255e-05, "n_datas": 65203200.0, "n_iterations": 127350.0, "time": 1655082752.0, "time_backward": 0.0, "time_data": 0.006276567000895739, "time_forward": 0.0, "train_grad_norm": 0.12607988715171814, "train_loss_TCO-iter=1": 0.029375726357102394, "train_loss_TCO-iter=1-init=random": 0.029375726357102394, "train_loss_total": 0.19083985686302185, "train_loss_views_confidence": 0.19083985686302185, "train_time_backward": 0.0, "train_time_data": 0.006276567000895739, "train_time_forward": 0.0, "train_time_iter": 0.6766148209571838, "train_time_render": 0.3134187161922455, "epoch": 566, "has_visualization": false} {"cpu_memory": 33.12697219848633, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.12652228772640228, "grad_norm_std": 0.00900120846927166, "learning_rate": 2.9999999242136255e-05, "n_datas": 65318400.0, "n_iterations": 127575.0, "time": 1655082752.0, "time_backward": 0.0, "time_data": 0.006071201991289854, "time_forward": 0.0, "train_grad_norm": 0.12652228772640228, "train_loss_TCO-iter=1": 0.029318811371922493, "train_loss_TCO-iter=1-init=random": 0.029318811371922493, "train_loss_total": 0.1900937557220459, "train_loss_views_confidence": 0.1900937557220459, "train_time_backward": 0.0, "train_time_data": 0.006071201991289854, "train_time_forward": 0.0, "train_time_iter": 0.6574246287345886, "train_time_render": 0.31319278478622437, "epoch": 567, "has_visualization": false} {"cpu_memory": 33.13086700439453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.12799367308616638, "grad_norm_std": 0.009459193795919418, "learning_rate": 2.9999999242136255e-05, "n_datas": 65433600.0, "n_iterations": 127800.0, "time": 1655082880.0, "time_backward": 0.0, "time_data": 0.0061822738498449326, "time_forward": 0.0, "train_grad_norm": 0.12799367308616638, "train_loss_TCO-iter=1": 0.029353979974985123, "train_loss_TCO-iter=1-init=random": 0.029353979974985123, "train_loss_total": 0.1890896111726761, "train_loss_views_confidence": 0.1890896111726761, "train_time_backward": 0.0, "train_time_data": 0.0061822738498449326, "train_time_forward": 0.0, "train_time_iter": 0.6688955426216125, "train_time_render": 0.3136751651763916, "epoch": 568, "has_visualization": false} {"cpu_memory": 33.139930725097656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.1267787665128708, "grad_norm_std": 0.008523833006620407, "learning_rate": 2.9999999242136255e-05, "n_datas": 65548800.0, "n_iterations": 128025.0, "time": 1655083008.0, "time_backward": 0.0, "time_data": 0.006093468517065048, "time_forward": 0.0, "train_grad_norm": 0.1267787665128708, "train_loss_TCO-iter=1": 0.02933356538414955, "train_loss_TCO-iter=1-init=random": 0.02933356538414955, "train_loss_total": 0.18964949250221252, "train_loss_views_confidence": 0.18964949250221252, "train_time_backward": 0.0, "train_time_data": 0.006093468517065048, "train_time_forward": 0.0, "train_time_iter": 0.6726576089859009, "train_time_render": 0.3131583333015442, "epoch": 569, "has_visualization": false} {"cpu_memory": 33.15036392211914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.1275729537010193, "grad_norm_std": 0.009112933650612831, "learning_rate": 2.9999999242136255e-05, "n_datas": 65664000.0, "n_iterations": 128250.0, "time": 1655083136.0, "time_backward": 0.0, "time_data": 0.006155382376164198, "time_forward": 0.0, "train_grad_norm": 0.1275729537010193, "train_loss_TCO-iter=1": 0.029325783252716064, "train_loss_TCO-iter=1-init=random": 0.029325783252716064, "train_loss_total": 0.1894141137599945, "train_loss_views_confidence": 0.1894141137599945, "train_time_backward": 0.0, "train_time_data": 0.006155382376164198, "train_time_forward": 0.0, "train_time_iter": 0.6561359763145447, "train_time_render": 0.3137531578540802, "epoch": 570, "has_visualization": false} {"cpu_memory": 33.1578483581543, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.1269349902868271, "grad_norm_std": 0.00868808850646019, "learning_rate": 2.9999999242136255e-05, "n_datas": 65779200.0, "n_iterations": 128475.0, "time": 1655083264.0, "time_backward": 0.0, "time_data": 0.006192462053149939, "time_forward": 0.0, "train_grad_norm": 0.1269349902868271, "train_loss_TCO-iter=1": 0.029274867847561836, "train_loss_TCO-iter=1-init=random": 0.029274867847561836, "train_loss_total": 0.18985743820667267, "train_loss_views_confidence": 0.18985743820667267, "train_time_backward": 0.0, "train_time_data": 0.006192462053149939, "train_time_forward": 0.0, "train_time_iter": 0.6523920893669128, "train_time_render": 0.31239914894104004, "epoch": 571, "has_visualization": false} {"cpu_memory": 33.16377639770508, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.12588748335838318, "grad_norm_std": 0.008590251207351685, "learning_rate": 2.9999999242136255e-05, "n_datas": 65894400.0, "n_iterations": 128700.0, "time": 1655083520.0, "time_backward": 0.0, "time_data": 0.006189438514411449, "time_forward": 0.0, "train_grad_norm": 0.12588748335838318, "train_loss_TCO-iter=1": 0.029296502470970154, "train_loss_TCO-iter=1-init=random": 0.029296502470970154, "train_loss_total": 0.19105277955532074, "train_loss_views_confidence": 0.19105277955532074, "train_time_backward": 0.0, "train_time_data": 0.006189438514411449, "train_time_forward": 0.0, "train_time_iter": 0.6663054823875427, "train_time_render": 0.3138349652290344, "epoch": 572, "has_visualization": false} {"cpu_memory": 33.16673278808594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546356201171875, "grad_norm": 0.12660102546215057, "grad_norm_std": 0.009585263207554817, "learning_rate": 2.9999999242136255e-05, "n_datas": 66009600.0, "n_iterations": 128925.0, "time": 1655083648.0, "time_backward": 0.0, "time_data": 0.006222985219210386, "time_forward": 0.0, "train_grad_norm": 0.12660102546215057, "train_loss_TCO-iter=1": 0.029293792322278023, "train_loss_TCO-iter=1-init=random": 0.029293792322278023, "train_loss_total": 0.19026511907577515, "train_loss_views_confidence": 0.19026511907577515, "train_time_backward": 0.0, "train_time_data": 0.006222985219210386, "train_time_forward": 0.0, "train_time_iter": 0.6729580163955688, "train_time_render": 0.3137573003768921, "epoch": 573, "has_visualization": false} {"cpu_memory": 33.17270278930664, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12659326195716858, "grad_norm_std": 0.008709099143743515, "learning_rate": 2.9999999242136255e-05, "n_datas": 66124800.0, "n_iterations": 129150.0, "time": 1655083648.0, "time_backward": 0.0, "time_data": 0.0060724662616848946, "time_forward": 0.0, "train_grad_norm": 0.12659326195716858, "train_loss_TCO-iter=1": 0.02930903621017933, "train_loss_TCO-iter=1-init=random": 0.02930903621017933, "train_loss_total": 0.18965527415275574, "train_loss_views_confidence": 0.18965527415275574, "train_time_backward": 0.0, "train_time_data": 0.0060724662616848946, "train_time_forward": 0.0, "train_time_iter": 0.6646475195884705, "train_time_render": 0.3126773536205292, "epoch": 574, "has_visualization": false} {"cpu_memory": 33.17564392089844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12704551219940186, "grad_norm_std": 0.008693813346326351, "learning_rate": 2.9999999242136255e-05, "n_datas": 66240000.0, "n_iterations": 129375.0, "time": 1655083904.0, "time_backward": 0.0, "time_data": 0.006187102757394314, "time_forward": 0.0, "train_grad_norm": 0.12704551219940186, "train_loss_TCO-iter=1": 0.02940879389643669, "train_loss_TCO-iter=1-init=random": 0.02940879389643669, "train_loss_total": 0.18941625952720642, "train_loss_views_confidence": 0.18941625952720642, "train_time_backward": 0.0, "train_time_data": 0.006187102757394314, "train_time_forward": 0.0, "train_time_iter": 0.6614632606506348, "train_time_render": 0.3135402798652649, "epoch": 575, "has_visualization": false} {"cpu_memory": 33.1788330078125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12668409943580627, "grad_norm_std": 0.008647093549370766, "learning_rate": 2.9999999242136255e-05, "n_datas": 66355200.0, "n_iterations": 129600.0, "time": 1655084032.0, "time_backward": 0.0, "time_data": 0.006254964042454958, "time_forward": 0.0, "train_grad_norm": 0.12668409943580627, "train_loss_TCO-iter=1": 0.0293082594871521, "train_loss_TCO-iter=1-init=random": 0.0293082594871521, "train_loss_total": 0.18996602296829224, "train_loss_views_confidence": 0.18996602296829224, "train_time_backward": 0.0, "train_time_data": 0.006254964042454958, "train_time_forward": 0.0, "train_time_iter": 0.6611623764038086, "train_time_render": 0.3128284811973572, "epoch": 576, "has_visualization": false} {"cpu_memory": 33.18766784667969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 66470400.0, "n_iterations": 129825.0, "time": 1655084160.0, "time_backward": 0.0, "time_data": 0.006154683418571949, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029229331761598587, "train_loss_TCO-iter=1-init=random": 0.029229331761598587, "train_loss_total": 0.19005605578422546, "train_loss_views_confidence": 0.19005605578422546, "train_time_backward": 0.0, "train_time_data": 0.006154683418571949, "train_time_forward": 0.0, "train_time_iter": 0.6587264537811279, "train_time_render": 0.3134549856185913, "epoch": 577, "has_visualization": false} {"cpu_memory": 33.193214416503906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12722048163414001, "grad_norm_std": 0.009304413571953773, "learning_rate": 2.9999999242136255e-05, "n_datas": 66585600.0, "n_iterations": 130050.0, "time": 1655084416.0, "time_backward": 0.0, "time_data": 0.006101097911596298, "time_forward": 0.0, "train_grad_norm": 0.12722048163414001, "train_loss_TCO-iter=1": 0.0292668454349041, "train_loss_TCO-iter=1-init=random": 0.0292668454349041, "train_loss_total": 0.18962502479553223, "train_loss_views_confidence": 0.18962502479553223, "train_time_backward": 0.0, "train_time_data": 0.006101097911596298, "train_time_forward": 0.0, "train_time_iter": 0.6517848968505859, "train_time_render": 0.31206944584846497, "epoch": 578, "has_visualization": false} {"cpu_memory": 33.1965217590332, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12727013230323792, "grad_norm_std": 0.008976878598332405, "learning_rate": 2.9999999242136255e-05, "n_datas": 66700800.0, "n_iterations": 130275.0, "time": 1655084544.0, "time_backward": 0.0, "time_data": 0.006132916081696749, "time_forward": 0.0, "train_grad_norm": 0.12727013230323792, "train_loss_TCO-iter=1": 0.02935931831598282, "train_loss_TCO-iter=1-init=random": 0.02935931831598282, "train_loss_total": 0.19013071060180664, "train_loss_views_confidence": 0.19013071060180664, "train_time_backward": 0.0, "train_time_data": 0.006132916081696749, "train_time_forward": 0.0, "train_time_iter": 0.6753671169281006, "train_time_render": 0.3135024309158325, "epoch": 579, "has_visualization": false} {"cpu_memory": 33.20488357543945, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12838467955589294, "grad_norm_std": 0.009304618462920189, "learning_rate": 2.9999999242136255e-05, "n_datas": 66816000.0, "n_iterations": 130500.0, "time": 1655084800.0, "time_backward": 0.0, "time_data": 0.006244344636797905, "time_forward": 0.0, "train_grad_norm": 0.12838467955589294, "train_loss_TCO-iter=1": 0.029255211353302002, "train_loss_TCO-iter=1-init=random": 0.029255211353302002, "train_loss_total": 0.18976274132728577, "train_loss_views_confidence": 0.18976274132728577, "train_time_backward": 0.0, "train_time_data": 0.006244344636797905, "train_time_forward": 0.0, "train_time_iter": 0.6506500840187073, "train_time_render": 0.31320440769195557, "epoch": 580, "has_visualization": false} {"cpu_memory": 33.21672439575195, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12665504217147827, "grad_norm_std": 0.009238936007022858, "learning_rate": 2.9999999242136255e-05, "n_datas": 66931200.0, "n_iterations": 130725.0, "time": 1655084800.0, "time_backward": 0.0, "time_data": 0.006086776964366436, "time_forward": 0.0, "train_grad_norm": 0.12665504217147827, "train_loss_TCO-iter=1": 0.029371894896030426, "train_loss_TCO-iter=1-init=random": 0.029371894896030426, "train_loss_total": 0.19034667313098907, "train_loss_views_confidence": 0.19034667313098907, "train_time_backward": 0.0, "train_time_data": 0.006086776964366436, "train_time_forward": 0.0, "train_time_iter": 0.6667046546936035, "train_time_render": 0.31325721740722656, "epoch": 581, "has_visualization": false} {"cpu_memory": 33.2221565246582, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.12631168961524963, "grad_norm_std": 0.009036321192979813, "learning_rate": 2.9999999242136255e-05, "n_datas": 67046400.0, "n_iterations": 130950.0, "time": 1655084928.0, "time_backward": 0.0, "time_data": 0.006182938814163208, "time_forward": 0.0, "train_grad_norm": 0.12631168961524963, "train_loss_TCO-iter=1": 0.02924993447959423, "train_loss_TCO-iter=1-init=random": 0.02924993447959423, "train_loss_total": 0.19049030542373657, "train_loss_views_confidence": 0.19049030542373657, "train_time_backward": 0.0, "train_time_data": 0.006182938814163208, "train_time_forward": 0.0, "train_time_iter": 0.6562139987945557, "train_time_render": 0.31223517656326294, "epoch": 582, "has_visualization": false} {"cpu_memory": 33.22233581542969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54638671875, "grad_norm": 0.126469224691391, "grad_norm_std": 0.008999978192150593, "learning_rate": 2.9999999242136255e-05, "n_datas": 67161600.0, "n_iterations": 131175.0, "time": 1655085184.0, "time_backward": 0.0, "time_data": 0.006164269987493753, "time_forward": 0.0, "train_grad_norm": 0.126469224691391, "train_loss_TCO-iter=1": 0.029332872480154037, "train_loss_TCO-iter=1-init=random": 0.029332872480154037, "train_loss_total": 0.19067741930484772, "train_loss_views_confidence": 0.19067741930484772, "train_time_backward": 0.0, "train_time_data": 0.006164269987493753, "train_time_forward": 0.0, "train_time_iter": 0.6516786217689514, "train_time_render": 0.31327471137046814, "epoch": 583, "has_visualization": false} {"cpu_memory": 33.22736358642578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12762220203876495, "grad_norm_std": 0.008851677179336548, "learning_rate": 2.9999999242136255e-05, "n_datas": 67276800.0, "n_iterations": 131400.0, "time": 1655085312.0, "time_backward": 0.0, "time_data": 0.006200637202709913, "time_forward": 0.0, "train_grad_norm": 0.12762220203876495, "train_loss_TCO-iter=1": 0.029322294518351555, "train_loss_TCO-iter=1-init=random": 0.029322294518351555, "train_loss_total": 0.18986177444458008, "train_loss_views_confidence": 0.18986177444458008, "train_time_backward": 0.0, "train_time_data": 0.006200637202709913, "train_time_forward": 0.0, "train_time_iter": 0.6513348817825317, "train_time_render": 0.31224048137664795, "epoch": 584, "has_visualization": false} {"cpu_memory": 33.233863830566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12770378589630127, "grad_norm_std": 0.009294589050114155, "learning_rate": 2.9999999242136255e-05, "n_datas": 67392000.0, "n_iterations": 131625.0, "time": 1655085312.0, "time_backward": 0.0, "time_data": 0.006043069995939732, "time_forward": 0.0, "train_grad_norm": 0.12770378589630127, "train_loss_TCO-iter=1": 0.02928461879491806, "train_loss_TCO-iter=1-init=random": 0.02928461879491806, "train_loss_total": 0.18937590718269348, "train_loss_views_confidence": 0.18937590718269348, "train_time_backward": 0.0, "train_time_data": 0.006043069995939732, "train_time_forward": 0.0, "train_time_iter": 0.6812058687210083, "train_time_render": 0.3136339485645294, "epoch": 585, "has_visualization": false} {"cpu_memory": 33.23748779296875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.1275348961353302, "grad_norm_std": 0.009783100336790085, "learning_rate": 2.9999999242136255e-05, "n_datas": 67507200.0, "n_iterations": 131850.0, "time": 1655085568.0, "time_backward": 0.0, "time_data": 0.006147824227809906, "time_forward": 0.0, "train_grad_norm": 0.1275348961353302, "train_loss_TCO-iter=1": 0.02936633676290512, "train_loss_TCO-iter=1-init=random": 0.02936633676290512, "train_loss_total": 0.19035637378692627, "train_loss_views_confidence": 0.19035637378692627, "train_time_backward": 0.0, "train_time_data": 0.006147824227809906, "train_time_forward": 0.0, "train_time_iter": 0.6766679286956787, "train_time_render": 0.31382808089256287, "epoch": 586, "has_visualization": false} {"cpu_memory": 33.240692138671875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 67622400.0, "n_iterations": 132075.0, "time": 1655085696.0, "time_backward": 0.0, "time_data": 0.0061830212362110615, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029276486486196518, "train_loss_TCO-iter=1-init=random": 0.029276486486196518, "train_loss_total": 0.19000360369682312, "train_loss_views_confidence": 0.19000360369682312, "train_time_backward": 0.0, "train_time_data": 0.0061830212362110615, "train_time_forward": 0.0, "train_time_iter": 0.6533733010292053, "train_time_render": 0.31267663836479187, "epoch": 587, "has_visualization": false} {"cpu_memory": 33.247291564941406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12618771195411682, "grad_norm_std": 0.009208539500832558, "learning_rate": 2.9999999242136255e-05, "n_datas": 67737600.0, "n_iterations": 132300.0, "time": 1655085696.0, "time_backward": 0.0, "time_data": 0.006094949785619974, "time_forward": 0.0, "train_grad_norm": 0.12618771195411682, "train_loss_TCO-iter=1": 0.029183436185121536, "train_loss_TCO-iter=1-init=random": 0.029183436185121536, "train_loss_total": 0.1893884241580963, "train_loss_views_confidence": 0.1893884241580963, "train_time_backward": 0.0, "train_time_data": 0.006094949785619974, "train_time_forward": 0.0, "train_time_iter": 0.6588231325149536, "train_time_render": 0.31293022632598877, "epoch": 588, "has_visualization": false} {"cpu_memory": 33.25373077392578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12814193964004517, "grad_norm_std": 0.00955553911626339, "learning_rate": 2.9999999242136255e-05, "n_datas": 67852800.0, "n_iterations": 132525.0, "time": 1655086080.0, "time_backward": 0.0, "time_data": 0.0061457185074687, "time_forward": 0.0, "train_grad_norm": 0.12814193964004517, "train_loss_TCO-iter=1": 0.029328912496566772, "train_loss_TCO-iter=1-init=random": 0.029328912496566772, "train_loss_total": 0.1894867867231369, "train_loss_views_confidence": 0.1894867867231369, "train_time_backward": 0.0, "train_time_data": 0.0061457185074687, "train_time_forward": 0.0, "train_time_iter": 0.668790340423584, "train_time_render": 0.31275856494903564, "epoch": 589, "has_visualization": false} {"cpu_memory": 33.25634765625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.1291520595550537, "grad_norm_std": 0.00987565703690052, "learning_rate": 2.9999999242136255e-05, "n_datas": 67968000.0, "n_iterations": 132750.0, "time": 1655086208.0, "time_backward": 0.0, "time_data": 0.0060721710324287415, "time_forward": 0.0, "train_grad_norm": 0.1291520595550537, "train_loss_TCO-iter=1": 0.02929551899433136, "train_loss_TCO-iter=1-init=random": 0.02929551899433136, "train_loss_total": 0.18930551409721375, "train_loss_views_confidence": 0.18930551409721375, "train_time_backward": 0.0, "train_time_data": 0.0060721710324287415, "train_time_forward": 0.0, "train_time_iter": 0.6662718653678894, "train_time_render": 0.31313490867614746, "epoch": 590, "has_visualization": false} {"cpu_memory": 33.26897430419922, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12827622890472412, "grad_norm_std": 0.008720677345991135, "learning_rate": 2.9999999242136255e-05, "n_datas": 68083200.0, "n_iterations": 132975.0, "time": 1655086464.0, "time_backward": 0.0, "time_data": 0.00618460588157177, "time_forward": 0.0, "train_grad_norm": 0.12827622890472412, "train_loss_TCO-iter=1": 0.029244758188724518, "train_loss_TCO-iter=1-init=random": 0.029244758188724518, "train_loss_total": 0.18963666260242462, "train_loss_views_confidence": 0.18963666260242462, "train_time_backward": 0.0, "train_time_data": 0.00618460588157177, "train_time_forward": 0.0, "train_time_iter": 0.6700233221054077, "train_time_render": 0.3138817250728607, "epoch": 591, "has_visualization": false} {"cpu_memory": 33.2791748046875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12852804362773895, "grad_norm_std": 0.00917581096291542, "learning_rate": 2.9999999242136255e-05, "n_datas": 68198400.0, "n_iterations": 133200.0, "time": 1655086464.0, "time_backward": 0.0, "time_data": 0.006179708521813154, "time_forward": 0.0, "train_grad_norm": 0.12852804362773895, "train_loss_TCO-iter=1": 0.029303645715117455, "train_loss_TCO-iter=1-init=random": 0.029303645715117455, "train_loss_total": 0.18924733996391296, "train_loss_views_confidence": 0.18924733996391296, "train_time_backward": 0.0, "train_time_data": 0.006179708521813154, "train_time_forward": 0.0, "train_time_iter": 0.6585051417350769, "train_time_render": 0.3121863603591919, "epoch": 592, "has_visualization": false} {"cpu_memory": 33.28291320800781, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12930497527122498, "grad_norm_std": 0.010526362806558609, "learning_rate": 2.9999999242136255e-05, "n_datas": 68313600.0, "n_iterations": 133425.0, "time": 1655086592.0, "time_backward": 0.0, "time_data": 0.006098872981965542, "time_forward": 0.0, "train_grad_norm": 0.12930497527122498, "train_loss_TCO-iter=1": 0.029219787567853928, "train_loss_TCO-iter=1-init=random": 0.029219787567853928, "train_loss_total": 0.18919436633586884, "train_loss_views_confidence": 0.18919436633586884, "train_time_backward": 0.0, "train_time_data": 0.006098872981965542, "train_time_forward": 0.0, "train_time_iter": 0.6525402069091797, "train_time_render": 0.3135608732700348, "epoch": 593, "has_visualization": false} {"cpu_memory": 33.28737258911133, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12711238861083984, "grad_norm_std": 0.009108082391321659, "learning_rate": 2.9999999242136255e-05, "n_datas": 68428800.0, "n_iterations": 133650.0, "time": 1655086848.0, "time_backward": 0.0, "time_data": 0.006145457271486521, "time_forward": 0.0, "train_grad_norm": 0.12711238861083984, "train_loss_TCO-iter=1": 0.02933148294687271, "train_loss_TCO-iter=1-init=random": 0.02933148294687271, "train_loss_total": 0.18953263759613037, "train_loss_views_confidence": 0.18953263759613037, "train_time_backward": 0.0, "train_time_data": 0.006145457271486521, "train_time_forward": 0.0, "train_time_iter": 0.6595064401626587, "train_time_render": 0.3129827082157135, "epoch": 594, "has_visualization": false} {"cpu_memory": 33.294288635253906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.1292853057384491, "grad_norm_std": 0.00901790801435709, "learning_rate": 2.9999999242136255e-05, "n_datas": 68544000.0, "n_iterations": 133875.0, "time": 1655086976.0, "time_backward": 0.0, "time_data": 0.011669013649225235, "time_forward": 0.0, "train_grad_norm": 0.1292853057384491, "train_loss_TCO-iter=1": 0.02930338867008686, "train_loss_TCO-iter=1-init=random": 0.02930338867008686, "train_loss_total": 0.18945474922657013, "train_loss_views_confidence": 0.18945474922657013, "train_time_backward": 0.0, "train_time_data": 0.011669013649225235, "train_time_forward": 0.0, "train_time_iter": 0.6754046082496643, "train_time_render": 0.31248199939727783, "epoch": 595, "has_visualization": false} {"cpu_memory": 33.296810150146484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 68659200.0, "n_iterations": 134100.0, "time": 1655087104.0, "time_backward": 0.0, "time_data": 0.006239098496735096, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029412630945444107, "train_loss_TCO-iter=1-init=random": 0.029412630945444107, "train_loss_total": 0.18974679708480835, "train_loss_views_confidence": 0.18974679708480835, "train_time_backward": 0.0, "train_time_data": 0.006239098496735096, "train_time_forward": 0.0, "train_time_iter": 0.6558724641799927, "train_time_render": 0.31346559524536133, "epoch": 596, "has_visualization": false} {"cpu_memory": 33.29958724975586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 68774400.0, "n_iterations": 134325.0, "time": 1655087232.0, "time_backward": 0.0, "time_data": 0.006094994023442268, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02929634042084217, "train_loss_TCO-iter=1-init=random": 0.02929634042084217, "train_loss_total": 0.1902572214603424, "train_loss_views_confidence": 0.1902572214603424, "train_time_backward": 0.0, "train_time_data": 0.006094994023442268, "train_time_forward": 0.0, "train_time_iter": 0.6504570245742798, "train_time_render": 0.31222620606422424, "epoch": 597, "has_visualization": false} {"cpu_memory": 33.30413818359375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.1267222911119461, "grad_norm_std": 0.009196924045681953, "learning_rate": 2.9999999242136255e-05, "n_datas": 68889600.0, "n_iterations": 134550.0, "time": 1655087360.0, "time_backward": 0.0, "time_data": 0.006090642884373665, "time_forward": 0.0, "train_grad_norm": 0.1267222911119461, "train_loss_TCO-iter=1": 0.02938327006995678, "train_loss_TCO-iter=1-init=random": 0.02938327006995678, "train_loss_total": 0.18973124027252197, "train_loss_views_confidence": 0.18973124027252197, "train_time_backward": 0.0, "train_time_data": 0.006090642884373665, "train_time_forward": 0.0, "train_time_iter": 0.6607739329338074, "train_time_render": 0.31259793043136597, "epoch": 598, "has_visualization": false} {"cpu_memory": 33.31352233886719, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.1277843713760376, "grad_norm_std": 0.00949628185480833, "learning_rate": 2.9999999242136255e-05, "n_datas": 69004800.0, "n_iterations": 134775.0, "time": 1655087360.0, "time_backward": 0.0, "time_data": 0.006188505794852972, "time_forward": 0.0, "train_grad_norm": 0.1277843713760376, "train_loss_TCO-iter=1": 0.029231473803520203, "train_loss_TCO-iter=1-init=random": 0.029231473803520203, "train_loss_total": 0.18896588683128357, "train_loss_views_confidence": 0.18896588683128357, "train_time_backward": 0.0, "train_time_data": 0.006188505794852972, "train_time_forward": 0.0, "train_time_iter": 0.6679597496986389, "train_time_render": 0.31244751811027527, "epoch": 599, "has_visualization": false} {"cpu_memory": 33.31808090209961, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54644775390625, "grad_norm": 0.12975530326366425, "grad_norm_std": 0.009561274200677872, "learning_rate": 2.9999999242136255e-05, "n_datas": 69120000.0, "n_iterations": 135000.0, "time": 1655087744.0, "time_backward": 0.0, "time_data": 0.006174737587571144, "time_forward": 0.0, "train_grad_norm": 0.12975530326366425, "train_loss_TCO-iter=1": 0.029377730563282967, "train_loss_TCO-iter=1-init=random": 0.029377730563282967, "train_loss_total": 0.18912534415721893, "train_loss_views_confidence": 0.18912534415721893, "train_time_backward": 0.0, "train_time_data": 0.006174737587571144, "train_time_forward": 0.0, "train_time_iter": 0.6671672463417053, "train_time_render": 0.3130322992801666, "epoch": 600, "has_visualization": false} {"cpu_memory": 33.3231201171875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5465087890625, "grad_norm": 0.12837785482406616, "grad_norm_std": 0.008468985557556152, "learning_rate": 2.9999999242136255e-05, "n_datas": 69235200.0, "n_iterations": 135225.0, "time": 1655087744.0, "time_backward": 0.0, "time_data": 0.006100420840084553, "time_forward": 0.0, "train_grad_norm": 0.12837785482406616, "train_loss_TCO-iter=1": 0.02933075837790966, "train_loss_TCO-iter=1-init=random": 0.02933075837790966, "train_loss_total": 0.1882663369178772, "train_loss_views_confidence": 0.1882663369178772, "train_time_backward": 0.0, "train_time_data": 0.006100420840084553, "train_time_forward": 0.0, "train_time_iter": 0.6651421189308167, "train_time_render": 0.3125995099544525, "epoch": 601, "has_visualization": false} {"cpu_memory": 33.33611297607422, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5465087890625, "grad_norm": 0.12906531989574432, "grad_norm_std": 0.010084496811032295, "learning_rate": 2.9999999242136255e-05, "n_datas": 69350400.0, "n_iterations": 135450.0, "time": 1655088000.0, "time_backward": 0.0, "time_data": 0.0061254254542291164, "time_forward": 0.0, "train_grad_norm": 0.12906531989574432, "train_loss_TCO-iter=1": 0.02931302599608898, "train_loss_TCO-iter=1-init=random": 0.02931302599608898, "train_loss_total": 0.18940140306949615, "train_loss_views_confidence": 0.18940140306949615, "train_time_backward": 0.0, "train_time_data": 0.0061254254542291164, "train_time_forward": 0.0, "train_time_iter": 0.6522843241691589, "train_time_render": 0.31287649273872375, "epoch": 602, "has_visualization": false} {"cpu_memory": 33.344635009765625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5465087890625, "grad_norm": 0.12777464091777802, "grad_norm_std": 0.009870899841189384, "learning_rate": 2.9999999242136255e-05, "n_datas": 69465600.0, "n_iterations": 135675.0, "time": 1655088128.0, "time_backward": 0.0, "time_data": 0.006130628287792206, "time_forward": 0.0, "train_grad_norm": 0.12777464091777802, "train_loss_TCO-iter=1": 0.029409019276499748, "train_loss_TCO-iter=1-init=random": 0.029409019276499748, "train_loss_total": 0.18999648094177246, "train_loss_views_confidence": 0.18999648094177246, "train_time_backward": 0.0, "train_time_data": 0.006130628287792206, "train_time_forward": 0.0, "train_time_iter": 0.6499886512756348, "train_time_render": 0.3130050301551819, "epoch": 603, "has_visualization": false} {"cpu_memory": 33.351680755615234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546783447265625, "grad_norm": 0.13143037259578705, "grad_norm_std": 0.010188638232648373, "learning_rate": 2.9999999242136255e-05, "n_datas": 69580800.0, "n_iterations": 135900.0, "time": 1655088256.0, "time_backward": 0.0, "time_data": 0.006247740238904953, "time_forward": 0.0, "train_grad_norm": 0.13143037259578705, "train_loss_TCO-iter=1": 0.02933993749320507, "train_loss_TCO-iter=1-init=random": 0.02933993749320507, "train_loss_total": 0.18949498236179352, "train_loss_views_confidence": 0.18949498236179352, "train_time_backward": 0.0, "train_time_data": 0.006247740238904953, "train_time_forward": 0.0, "train_time_iter": 0.6671663522720337, "train_time_render": 0.3131701648235321, "epoch": 604, "has_visualization": false} {"cpu_memory": 33.35591125488281, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546783447265625, "grad_norm": 0.12941531836986542, "grad_norm_std": 0.008573068305850029, "learning_rate": 2.9999999242136255e-05, "n_datas": 69696000.0, "n_iterations": 136125.0, "time": 1655088512.0, "time_backward": 0.0, "time_data": 0.0060384334065020084, "time_forward": 0.0, "train_grad_norm": 0.12941531836986542, "train_loss_TCO-iter=1": 0.02932025119662285, "train_loss_TCO-iter=1-init=random": 0.02932025119662285, "train_loss_total": 0.1889931708574295, "train_loss_views_confidence": 0.1889931708574295, "train_time_backward": 0.0, "train_time_data": 0.0060384334065020084, "train_time_forward": 0.0, "train_time_iter": 0.6710771322250366, "train_time_render": 0.3138391971588135, "epoch": 605, "has_visualization": false} {"cpu_memory": 33.35919189453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546783447265625, "grad_norm": 0.1285189837217331, "grad_norm_std": 0.009114859625697136, "learning_rate": 2.9999999242136255e-05, "n_datas": 69811200.0, "n_iterations": 136350.0, "time": 1655088640.0, "time_backward": 0.0, "time_data": 0.006098384968936443, "time_forward": 0.0, "train_grad_norm": 0.1285189837217331, "train_loss_TCO-iter=1": 0.029238387942314148, "train_loss_TCO-iter=1-init=random": 0.029238387942314148, "train_loss_total": 0.18946871161460876, "train_loss_views_confidence": 0.18946871161460876, "train_time_backward": 0.0, "train_time_data": 0.006098384968936443, "train_time_forward": 0.0, "train_time_iter": 0.6735358238220215, "train_time_render": 0.312589168548584, "epoch": 606, "has_visualization": false} {"cpu_memory": 33.363765716552734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546783447265625, "grad_norm": 0.12907347083091736, "grad_norm_std": 0.009404553100466728, "learning_rate": 2.9999999242136255e-05, "n_datas": 69926400.0, "n_iterations": 136575.0, "time": 1655088896.0, "time_backward": 0.0, "time_data": 0.006021810229867697, "time_forward": 0.0, "train_grad_norm": 0.12907347083091736, "train_loss_TCO-iter=1": 0.02917720004916191, "train_loss_TCO-iter=1-init=random": 0.02917720004916191, "train_loss_total": 0.1893477439880371, "train_loss_views_confidence": 0.1893477439880371, "train_time_backward": 0.0, "train_time_data": 0.006021810229867697, "train_time_forward": 0.0, "train_time_iter": 0.6593816876411438, "train_time_render": 0.31220871210098267, "epoch": 607, "has_visualization": false} {"cpu_memory": 33.368316650390625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546783447265625, "grad_norm": 0.1296178549528122, "grad_norm_std": 0.00919666700065136, "learning_rate": 2.9999999242136255e-05, "n_datas": 70041600.0, "n_iterations": 136800.0, "time": 1655088896.0, "time_backward": 0.0, "time_data": 0.006154562812298536, "time_forward": 0.0, "train_grad_norm": 0.1296178549528122, "train_loss_TCO-iter=1": 0.029329001903533936, "train_loss_TCO-iter=1-init=random": 0.029329001903533936, "train_loss_total": 0.18905752897262573, "train_loss_views_confidence": 0.18905752897262573, "train_time_backward": 0.0, "train_time_data": 0.006154562812298536, "train_time_forward": 0.0, "train_time_iter": 0.6678919196128845, "train_time_render": 0.3133123815059662, "epoch": 608, "has_visualization": false} {"cpu_memory": 33.372493743896484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546905517578125, "grad_norm": 0.1306554675102234, "grad_norm_std": 0.009569605812430382, "learning_rate": 2.9999999242136255e-05, "n_datas": 70156800.0, "n_iterations": 137025.0, "time": 1655089024.0, "time_backward": 0.0, "time_data": 0.006051695439964533, "time_forward": 0.0, "train_grad_norm": 0.1306554675102234, "train_loss_TCO-iter=1": 0.0292457677423954, "train_loss_TCO-iter=1-init=random": 0.0292457677423954, "train_loss_total": 0.18928803503513336, "train_loss_views_confidence": 0.18928803503513336, "train_time_backward": 0.0, "train_time_data": 0.006051695439964533, "train_time_forward": 0.0, "train_time_iter": 0.6601338982582092, "train_time_render": 0.3124372363090515, "epoch": 609, "has_visualization": false} {"cpu_memory": 33.38066101074219, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546905517578125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 70272000.0, "n_iterations": 137250.0, "time": 1655089152.0, "time_backward": 0.0, "time_data": 0.006016968283802271, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029278084635734558, "train_loss_TCO-iter=1-init=random": 0.029278084635734558, "train_loss_total": 0.18955868482589722, "train_loss_views_confidence": 0.18955868482589722, "train_time_backward": 0.0, "train_time_data": 0.006016968283802271, "train_time_forward": 0.0, "train_time_iter": 0.6533460021018982, "train_time_render": 0.31223607063293457, "epoch": 610, "has_visualization": false} {"cpu_memory": 33.3857307434082, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.1294373720884323, "grad_norm_std": 0.009405894204974174, "learning_rate": 2.9999999242136255e-05, "n_datas": 70387200.0, "n_iterations": 137475.0, "time": 1655089408.0, "time_backward": 0.0, "time_data": 0.006111043971031904, "time_forward": 0.0, "train_grad_norm": 0.1294373720884323, "train_loss_TCO-iter=1": 0.029334060847759247, "train_loss_TCO-iter=1-init=random": 0.029334060847759247, "train_loss_total": 0.1891835480928421, "train_loss_views_confidence": 0.1891835480928421, "train_time_backward": 0.0, "train_time_data": 0.006111043971031904, "train_time_forward": 0.0, "train_time_iter": 0.666633665561676, "train_time_render": 0.3127274513244629, "epoch": 611, "has_visualization": false} {"cpu_memory": 33.391998291015625, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13012132048606873, "grad_norm_std": 0.008353883400559425, "learning_rate": 2.9999999242136255e-05, "n_datas": 70502400.0, "n_iterations": 137700.0, "time": 1655089408.0, "time_backward": 0.0, "time_data": 0.006111942231655121, "time_forward": 0.0, "train_grad_norm": 0.13012132048606873, "train_loss_TCO-iter=1": 0.0293507669121027, "train_loss_TCO-iter=1-init=random": 0.0293507669121027, "train_loss_total": 0.18937931954860687, "train_loss_views_confidence": 0.18937931954860687, "train_time_backward": 0.0, "train_time_data": 0.006111942231655121, "train_time_forward": 0.0, "train_time_iter": 0.6554207801818848, "train_time_render": 0.3131372630596161, "epoch": 612, "has_visualization": false} {"cpu_memory": 33.40822982788086, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13065385818481445, "grad_norm_std": 0.010454284027218819, "learning_rate": 2.9999999242136255e-05, "n_datas": 70617600.0, "n_iterations": 137925.0, "time": 1655089664.0, "time_backward": 0.0, "time_data": 0.0061722504906356335, "time_forward": 0.0, "train_grad_norm": 0.13065385818481445, "train_loss_TCO-iter=1": 0.029250768944621086, "train_loss_TCO-iter=1-init=random": 0.029250768944621086, "train_loss_total": 0.18892958760261536, "train_loss_views_confidence": 0.18892958760261536, "train_time_backward": 0.0, "train_time_data": 0.0061722504906356335, "train_time_forward": 0.0, "train_time_iter": 0.6622194647789001, "train_time_render": 0.3118625283241272, "epoch": 613, "has_visualization": false} {"cpu_memory": 33.41223907470703, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13006389141082764, "grad_norm_std": 0.009599603712558746, "learning_rate": 2.9999999242136255e-05, "n_datas": 70732800.0, "n_iterations": 138150.0, "time": 1655089792.0, "time_backward": 0.0, "time_data": 0.006129858084022999, "time_forward": 0.0, "train_grad_norm": 0.13006389141082764, "train_loss_TCO-iter=1": 0.029290685430169106, "train_loss_TCO-iter=1-init=random": 0.029290685430169106, "train_loss_total": 0.1884939968585968, "train_loss_views_confidence": 0.1884939968585968, "train_time_backward": 0.0, "train_time_data": 0.006129858084022999, "train_time_forward": 0.0, "train_time_iter": 0.6571699380874634, "train_time_render": 0.3135185241699219, "epoch": 614, "has_visualization": false} {"cpu_memory": 33.41693115234375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13169559836387634, "grad_norm_std": 0.00985264778137207, "learning_rate": 2.9999999242136255e-05, "n_datas": 70848000.0, "n_iterations": 138375.0, "time": 1655089792.0, "time_backward": 0.0, "time_data": 0.006139176432043314, "time_forward": 0.0, "train_grad_norm": 0.13169559836387634, "train_loss_TCO-iter=1": 0.029267821460962296, "train_loss_TCO-iter=1-init=random": 0.029267821460962296, "train_loss_total": 0.1885521411895752, "train_loss_views_confidence": 0.1885521411895752, "train_time_backward": 0.0, "train_time_data": 0.006139176432043314, "train_time_forward": 0.0, "train_time_iter": 0.6589816212654114, "train_time_render": 0.31253090500831604, "epoch": 615, "has_visualization": false} {"cpu_memory": 33.424686431884766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.1293748915195465, "grad_norm_std": 0.009578020311892033, "learning_rate": 2.9999999242136255e-05, "n_datas": 70963200.0, "n_iterations": 138600.0, "time": 1655090048.0, "time_backward": 0.0, "time_data": 0.006116777658462524, "time_forward": 0.0, "train_grad_norm": 0.1293748915195465, "train_loss_TCO-iter=1": 0.02933405712246895, "train_loss_TCO-iter=1-init=random": 0.02933405712246895, "train_loss_total": 0.18917429447174072, "train_loss_views_confidence": 0.18917429447174072, "train_time_backward": 0.0, "train_time_data": 0.006116777658462524, "train_time_forward": 0.0, "train_time_iter": 0.6668237447738647, "train_time_render": 0.31295689940452576, "epoch": 616, "has_visualization": false} {"cpu_memory": 33.429969787597656, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.1300782412290573, "grad_norm_std": 0.009583776816725731, "learning_rate": 2.9999999242136255e-05, "n_datas": 71078400.0, "n_iterations": 138825.0, "time": 1655090304.0, "time_backward": 0.0, "time_data": 0.006095520220696926, "time_forward": 0.0, "train_grad_norm": 0.1300782412290573, "train_loss_TCO-iter=1": 0.02930794470012188, "train_loss_TCO-iter=1-init=random": 0.02930794470012188, "train_loss_total": 0.1907295286655426, "train_loss_views_confidence": 0.1907295286655426, "train_time_backward": 0.0, "train_time_data": 0.006095520220696926, "train_time_forward": 0.0, "train_time_iter": 0.6740906238555908, "train_time_render": 0.3127107322216034, "epoch": 617, "has_visualization": false} {"cpu_memory": 33.434574127197266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.1306733638048172, "grad_norm_std": 0.009293042123317719, "learning_rate": 2.9999999242136255e-05, "n_datas": 71193600.0, "n_iterations": 139050.0, "time": 1655090560.0, "time_backward": 0.0, "time_data": 0.0062773865647614, "time_forward": 0.0, "train_grad_norm": 0.1306733638048172, "train_loss_TCO-iter=1": 0.02927861362695694, "train_loss_TCO-iter=1-init=random": 0.02927861362695694, "train_loss_total": 0.18938131630420685, "train_loss_views_confidence": 0.18938131630420685, "train_time_backward": 0.0, "train_time_data": 0.0062773865647614, "train_time_forward": 0.0, "train_time_iter": 0.6578755378723145, "train_time_render": 0.31186941266059875, "epoch": 618, "has_visualization": false} {"cpu_memory": 33.43632507324219, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13072089850902557, "grad_norm_std": 0.009792285040020943, "learning_rate": 2.9999999242136255e-05, "n_datas": 71308800.0, "n_iterations": 139275.0, "time": 1655090560.0, "time_backward": 0.0, "time_data": 0.006169284228235483, "time_forward": 0.0, "train_grad_norm": 0.13072089850902557, "train_loss_TCO-iter=1": 0.02924550510942936, "train_loss_TCO-iter=1-init=random": 0.02924550510942936, "train_loss_total": 0.18951134383678436, "train_loss_views_confidence": 0.18951134383678436, "train_time_backward": 0.0, "train_time_data": 0.006169284228235483, "train_time_forward": 0.0, "train_time_iter": 0.661199688911438, "train_time_render": 0.31228142976760864, "epoch": 619, "has_visualization": false} {"cpu_memory": 33.445186614990234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13123084604740143, "grad_norm_std": 0.009823637083172798, "learning_rate": 2.9999999242136255e-05, "n_datas": 71424000.0, "n_iterations": 139500.0, "time": 1655090688.0, "time_backward": 0.0, "time_data": 0.00628143735229969, "time_forward": 0.0, "train_grad_norm": 0.13123084604740143, "train_loss_TCO-iter=1": 0.029364056885242462, "train_loss_TCO-iter=1-init=random": 0.029364056885242462, "train_loss_total": 0.18899713456630707, "train_loss_views_confidence": 0.18899713456630707, "train_time_backward": 0.0, "train_time_data": 0.00628143735229969, "train_time_forward": 0.0, "train_time_iter": 0.6625458002090454, "train_time_render": 0.31201714277267456, "epoch": 620, "has_visualization": false} {"cpu_memory": 33.45244216918945, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13002720475196838, "grad_norm_std": 0.00986478105187416, "learning_rate": 2.9999999242136255e-05, "n_datas": 71539200.0, "n_iterations": 139725.0, "time": 1655090944.0, "time_backward": 0.0, "time_data": 0.006236428860574961, "time_forward": 0.0, "train_grad_norm": 0.13002720475196838, "train_loss_TCO-iter=1": 0.02926614135503769, "train_loss_TCO-iter=1-init=random": 0.02926614135503769, "train_loss_total": 0.18806588649749756, "train_loss_views_confidence": 0.18806588649749756, "train_time_backward": 0.0, "train_time_data": 0.006236428860574961, "train_time_forward": 0.0, "train_time_iter": 0.657791018486023, "train_time_render": 0.3121822476387024, "epoch": 621, "has_visualization": false} {"cpu_memory": 33.45560073852539, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.1312081515789032, "grad_norm_std": 0.009515256620943546, "learning_rate": 2.9999999242136255e-05, "n_datas": 71654400.0, "n_iterations": 139950.0, "time": 1655090944.0, "time_backward": 0.0, "time_data": 0.006138659082353115, "time_forward": 0.0, "train_grad_norm": 0.1312081515789032, "train_loss_TCO-iter=1": 0.0293310284614563, "train_loss_TCO-iter=1-init=random": 0.0293310284614563, "train_loss_total": 0.1885416954755783, "train_loss_views_confidence": 0.1885416954755783, "train_time_backward": 0.0, "train_time_data": 0.006138659082353115, "train_time_forward": 0.0, "train_time_iter": 0.6593433618545532, "train_time_render": 0.31371524930000305, "epoch": 622, "has_visualization": false} {"cpu_memory": 33.46747970581055, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13149258494377136, "grad_norm_std": 0.00844545103609562, "learning_rate": 2.9999999242136255e-05, "n_datas": 71769600.0, "n_iterations": 140175.0, "time": 1655091200.0, "time_backward": 0.0, "time_data": 0.006085701286792755, "time_forward": 0.0, "train_grad_norm": 0.13149258494377136, "train_loss_TCO-iter=1": 0.02930530719459057, "train_loss_TCO-iter=1-init=random": 0.02930530719459057, "train_loss_total": 0.18950285017490387, "train_loss_views_confidence": 0.18950285017490387, "train_time_backward": 0.0, "train_time_data": 0.006085701286792755, "train_time_forward": 0.0, "train_time_iter": 0.6524544358253479, "train_time_render": 0.31234443187713623, "epoch": 623, "has_visualization": false} {"cpu_memory": 33.477943420410156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13038840889930725, "grad_norm_std": 0.009629095904529095, "learning_rate": 2.9999999242136255e-05, "n_datas": 71884800.0, "n_iterations": 140400.0, "time": 1655091328.0, "time_backward": 0.0, "time_data": 0.0063871596939861774, "time_forward": 0.0, "train_grad_norm": 0.13038840889930725, "train_loss_TCO-iter=1": 0.029302852228283882, "train_loss_TCO-iter=1-init=random": 0.029302852228283882, "train_loss_total": 0.18912918865680695, "train_loss_views_confidence": 0.18912918865680695, "train_time_backward": 0.0, "train_time_data": 0.0063871596939861774, "train_time_forward": 0.0, "train_time_iter": 0.6686527729034424, "train_time_render": 0.3132442831993103, "epoch": 624, "has_visualization": false} {"cpu_memory": 33.48404312133789, "cuda_memory": 5.363624572753906, "gpu_memory": 23.546966552734375, "grad_norm": 0.13059328496456146, "grad_norm_std": 0.009108244441449642, "learning_rate": 2.9999999242136255e-05, "n_datas": 72000000.0, "n_iterations": 140625.0, "time": 1655091456.0, "time_backward": 0.0, "time_data": 0.0063422732055187225, "time_forward": 0.0, "train_grad_norm": 0.13059328496456146, "train_loss_TCO-iter=1": 0.029326528310775757, "train_loss_TCO-iter=1-init=random": 0.029326528310775757, "train_loss_total": 0.18859732151031494, "train_loss_views_confidence": 0.18859732151031494, "train_time_backward": 0.0, "train_time_data": 0.0063422732055187225, "train_time_forward": 0.0, "train_time_iter": 0.6508148908615112, "train_time_render": 0.3133417069911957, "epoch": 625, "has_visualization": false} {"cpu_memory": 33.487483978271484, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.13045720756053925, "grad_norm_std": 0.008932886645197868, "learning_rate": 2.9999999242136255e-05, "n_datas": 72115200.0, "n_iterations": 140850.0, "time": 1655091456.0, "time_backward": 0.0, "time_data": 0.006112430244684219, "time_forward": 0.0, "train_grad_norm": 0.13045720756053925, "train_loss_TCO-iter=1": 0.029317706823349, "train_loss_TCO-iter=1-init=random": 0.029317706823349, "train_loss_total": 0.189517080783844, "train_loss_views_confidence": 0.189517080783844, "train_time_backward": 0.0, "train_time_data": 0.006112430244684219, "train_time_forward": 0.0, "train_time_iter": 0.6596214175224304, "train_time_render": 0.3117818236351013, "epoch": 626, "has_visualization": false} {"cpu_memory": 33.49164581298828, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.13065031170845032, "grad_norm_std": 0.009644508361816406, "learning_rate": 2.9999999242136255e-05, "n_datas": 72230400.0, "n_iterations": 141075.0, "time": 1655091712.0, "time_backward": 0.0, "time_data": 0.006236020941287279, "time_forward": 0.0, "train_grad_norm": 0.13065031170845032, "train_loss_TCO-iter=1": 0.029309898614883423, "train_loss_TCO-iter=1-init=random": 0.029309898614883423, "train_loss_total": 0.18961451947689056, "train_loss_views_confidence": 0.18961451947689056, "train_time_backward": 0.0, "train_time_data": 0.006236020941287279, "train_time_forward": 0.0, "train_time_iter": 0.662505567073822, "train_time_render": 0.3128913640975952, "epoch": 627, "has_visualization": false} {"cpu_memory": 33.499290466308594, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 72345600.0, "n_iterations": 141300.0, "time": 1655091840.0, "time_backward": 0.0, "time_data": 0.00617020670324564, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029322024434804916, "train_loss_TCO-iter=1-init=random": 0.029322024434804916, "train_loss_total": 0.18799331784248352, "train_loss_views_confidence": 0.18799331784248352, "train_time_backward": 0.0, "train_time_data": 0.00617020670324564, "train_time_forward": 0.0, "train_time_iter": 0.6622545123100281, "train_time_render": 0.31248992681503296, "epoch": 628, "has_visualization": false} {"cpu_memory": 33.503318786621094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.13054704666137695, "grad_norm_std": 0.008560976013541222, "learning_rate": 2.9999999242136255e-05, "n_datas": 72460800.0, "n_iterations": 141525.0, "time": 1655092096.0, "time_backward": 0.0, "time_data": 0.006056877784430981, "time_forward": 0.0, "train_grad_norm": 0.13054704666137695, "train_loss_TCO-iter=1": 0.029336128383874893, "train_loss_TCO-iter=1-init=random": 0.029336128383874893, "train_loss_total": 0.18912486732006073, "train_loss_views_confidence": 0.18912486732006073, "train_time_backward": 0.0, "train_time_data": 0.006056877784430981, "train_time_forward": 0.0, "train_time_iter": 0.6648028492927551, "train_time_render": 0.313180148601532, "epoch": 629, "has_visualization": false} {"cpu_memory": 33.508033752441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.13176052272319794, "grad_norm_std": 0.009927332401275635, "learning_rate": 2.9999999242136255e-05, "n_datas": 72576000.0, "n_iterations": 141750.0, "time": 1655092224.0, "time_backward": 0.0, "time_data": 0.006281273905187845, "time_forward": 0.0, "train_grad_norm": 0.13176052272319794, "train_loss_TCO-iter=1": 0.02929411269724369, "train_loss_TCO-iter=1-init=random": 0.02929411269724369, "train_loss_total": 0.18820223212242126, "train_loss_views_confidence": 0.18820223212242126, "train_time_backward": 0.0, "train_time_data": 0.006281273905187845, "train_time_forward": 0.0, "train_time_iter": 0.6696844696998596, "train_time_render": 0.3127751648426056, "epoch": 630, "has_visualization": false} {"cpu_memory": 33.516357421875, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5472412109375, "grad_norm": 0.13208189606666565, "grad_norm_std": 0.009017810225486755, "learning_rate": 2.9999999242136255e-05, "n_datas": 72691200.0, "n_iterations": 141975.0, "time": 1655092352.0, "time_backward": 0.0, "time_data": 0.006214949768036604, "time_forward": 0.0, "train_grad_norm": 0.13208189606666565, "train_loss_TCO-iter=1": 0.029285646975040436, "train_loss_TCO-iter=1-init=random": 0.029285646975040436, "train_loss_total": 0.1894807070493698, "train_loss_views_confidence": 0.1894807070493698, "train_time_backward": 0.0, "train_time_data": 0.006214949768036604, "train_time_forward": 0.0, "train_time_iter": 0.6557833552360535, "train_time_render": 0.3122795820236206, "epoch": 631, "has_visualization": false} {"cpu_memory": 33.52357482910156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13124927878379822, "grad_norm_std": 0.008637791499495506, "learning_rate": 2.9999999242136255e-05, "n_datas": 72806400.0, "n_iterations": 142200.0, "time": 1655092608.0, "time_backward": 0.0, "time_data": 0.0062468647956848145, "time_forward": 0.0, "train_grad_norm": 0.13124927878379822, "train_loss_TCO-iter=1": 0.02941579930484295, "train_loss_TCO-iter=1-init=random": 0.02941579930484295, "train_loss_total": 0.19003425538539886, "train_loss_views_confidence": 0.19003425538539886, "train_time_backward": 0.0, "train_time_data": 0.0062468647956848145, "train_time_forward": 0.0, "train_time_iter": 0.6536410450935364, "train_time_render": 0.31304818391799927, "epoch": 632, "has_visualization": false} {"cpu_memory": 33.52763748168945, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1309347301721573, "grad_norm_std": 0.009401417337357998, "learning_rate": 2.9999999242136255e-05, "n_datas": 72921600.0, "n_iterations": 142425.0, "time": 1655092608.0, "time_backward": 0.0, "time_data": 0.006286543793976307, "time_forward": 0.0, "train_grad_norm": 0.1309347301721573, "train_loss_TCO-iter=1": 0.02932145819067955, "train_loss_TCO-iter=1-init=random": 0.02932145819067955, "train_loss_total": 0.1893206238746643, "train_loss_views_confidence": 0.1893206238746643, "train_time_backward": 0.0, "train_time_data": 0.006286543793976307, "train_time_forward": 0.0, "train_time_iter": 0.6621174216270447, "train_time_render": 0.31236258149147034, "epoch": 633, "has_visualization": false} {"cpu_memory": 33.537445068359375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13348524272441864, "grad_norm_std": 0.009662465192377567, "learning_rate": 2.9999999242136255e-05, "n_datas": 73036800.0, "n_iterations": 142650.0, "time": 1655092992.0, "time_backward": 0.0, "time_data": 0.006272387225180864, "time_forward": 0.0, "train_grad_norm": 0.13348524272441864, "train_loss_TCO-iter=1": 0.02929619699716568, "train_loss_TCO-iter=1-init=random": 0.02929619699716568, "train_loss_total": 0.18908175826072693, "train_loss_views_confidence": 0.18908175826072693, "train_time_backward": 0.0, "train_time_data": 0.006272387225180864, "train_time_forward": 0.0, "train_time_iter": 0.6646443009376526, "train_time_render": 0.31265199184417725, "epoch": 634, "has_visualization": false} {"cpu_memory": 33.545528411865234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 73152000.0, "n_iterations": 142875.0, "time": 1655092992.0, "time_backward": 0.0, "time_data": 0.006276308558881283, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029275698587298393, "train_loss_TCO-iter=1-init=random": 0.029275698587298393, "train_loss_total": 0.18904924392700195, "train_loss_views_confidence": 0.18904924392700195, "train_time_backward": 0.0, "train_time_data": 0.006276308558881283, "train_time_forward": 0.0, "train_time_iter": 0.6665995121002197, "train_time_render": 0.31235718727111816, "epoch": 635, "has_visualization": false} {"cpu_memory": 33.552955627441406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13266223669052124, "grad_norm_std": 0.009880742989480495, "learning_rate": 2.9999999242136255e-05, "n_datas": 73267200.0, "n_iterations": 143100.0, "time": 1655093120.0, "time_backward": 0.0, "time_data": 0.011851790361106396, "time_forward": 0.0, "train_grad_norm": 0.13266223669052124, "train_loss_TCO-iter=1": 0.029312610626220703, "train_loss_TCO-iter=1-init=random": 0.029312610626220703, "train_loss_total": 0.1887102723121643, "train_loss_views_confidence": 0.1887102723121643, "train_time_backward": 0.0, "train_time_data": 0.011851790361106396, "train_time_forward": 0.0, "train_time_iter": 0.6561611890792847, "train_time_render": 0.31169241666793823, "epoch": 636, "has_visualization": false} {"cpu_memory": 33.55796813964844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1340107023715973, "grad_norm_std": 0.010506383143365383, "learning_rate": 2.9999999242136255e-05, "n_datas": 73382400.0, "n_iterations": 143325.0, "time": 1655093248.0, "time_backward": 0.0, "time_data": 0.006220362149178982, "time_forward": 0.0, "train_grad_norm": 0.1340107023715973, "train_loss_TCO-iter=1": 0.02932664565742016, "train_loss_TCO-iter=1-init=random": 0.02932664565742016, "train_loss_total": 0.18837782740592957, "train_loss_views_confidence": 0.18837782740592957, "train_time_backward": 0.0, "train_time_data": 0.006220362149178982, "train_time_forward": 0.0, "train_time_iter": 0.6568890810012817, "train_time_render": 0.31191620230674744, "epoch": 637, "has_visualization": false} {"cpu_memory": 33.56509780883789, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.132693812251091, "grad_norm_std": 0.009773199446499348, "learning_rate": 2.9999999242136255e-05, "n_datas": 73497600.0, "n_iterations": 143550.0, "time": 1655093376.0, "time_backward": 0.0, "time_data": 0.006148693151772022, "time_forward": 0.0, "train_grad_norm": 0.132693812251091, "train_loss_TCO-iter=1": 0.02935640513896942, "train_loss_TCO-iter=1-init=random": 0.02935640513896942, "train_loss_total": 0.1888405978679657, "train_loss_views_confidence": 0.1888405978679657, "train_time_backward": 0.0, "train_time_data": 0.006148693151772022, "train_time_forward": 0.0, "train_time_iter": 0.6563615202903748, "train_time_render": 0.3126644790172577, "epoch": 638, "has_visualization": false} {"cpu_memory": 33.568992614746094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.130833700299263, "grad_norm_std": 0.009804217144846916, "learning_rate": 2.9999999242136255e-05, "n_datas": 73612800.0, "n_iterations": 143775.0, "time": 1655093504.0, "time_backward": 0.0, "time_data": 0.00624191015958786, "time_forward": 0.0, "train_grad_norm": 0.130833700299263, "train_loss_TCO-iter=1": 0.02928007021546364, "train_loss_TCO-iter=1-init=random": 0.02928007021546364, "train_loss_total": 0.18882670998573303, "train_loss_views_confidence": 0.18882670998573303, "train_time_backward": 0.0, "train_time_data": 0.00624191015958786, "train_time_forward": 0.0, "train_time_iter": 0.6565773487091064, "train_time_render": 0.3120749294757843, "epoch": 639, "has_visualization": false} {"cpu_memory": 33.57233428955078, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13036856055259705, "grad_norm_std": 0.009841041639447212, "learning_rate": 2.9999999242136255e-05, "n_datas": 73728000.0, "n_iterations": 144000.0, "time": 1655093760.0, "time_backward": 0.0, "time_data": 0.006359681487083435, "time_forward": 0.0, "train_grad_norm": 0.13036856055259705, "train_loss_TCO-iter=1": 0.029343264177441597, "train_loss_TCO-iter=1-init=random": 0.029343264177441597, "train_loss_total": 0.18928499519824982, "train_loss_views_confidence": 0.18928499519824982, "train_time_backward": 0.0, "train_time_data": 0.006359681487083435, "train_time_forward": 0.0, "train_time_iter": 0.6551549434661865, "train_time_render": 0.3123006522655487, "epoch": 640, "has_visualization": false} {"cpu_memory": 33.58050537109375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13117113709449768, "grad_norm_std": 0.009298155084252357, "learning_rate": 2.9999999242136255e-05, "n_datas": 73843200.0, "n_iterations": 144225.0, "time": 1655093888.0, "time_backward": 0.0, "time_data": 0.0063119675032794476, "time_forward": 0.0, "train_grad_norm": 0.13117113709449768, "train_loss_TCO-iter=1": 0.029327886179089546, "train_loss_TCO-iter=1-init=random": 0.029327886179089546, "train_loss_total": 0.18841557204723358, "train_loss_views_confidence": 0.18841557204723358, "train_time_backward": 0.0, "train_time_data": 0.0063119675032794476, "train_time_forward": 0.0, "train_time_iter": 0.664547860622406, "train_time_render": 0.31249067187309265, "epoch": 641, "has_visualization": false} {"cpu_memory": 33.58814239501953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13289585709571838, "grad_norm_std": 0.009831617586314678, "learning_rate": 2.9999999242136255e-05, "n_datas": 73958400.0, "n_iterations": 144450.0, "time": 1655093888.0, "time_backward": 0.0, "time_data": 0.006260427180677652, "time_forward": 0.0, "train_grad_norm": 0.13289585709571838, "train_loss_TCO-iter=1": 0.029309792444109917, "train_loss_TCO-iter=1-init=random": 0.029309792444109917, "train_loss_total": 0.18911132216453552, "train_loss_views_confidence": 0.18911132216453552, "train_time_backward": 0.0, "train_time_data": 0.006260427180677652, "train_time_forward": 0.0, "train_time_iter": 0.6571398377418518, "train_time_render": 0.3116629719734192, "epoch": 642, "has_visualization": false} {"cpu_memory": 33.59425735473633, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13185548782348633, "grad_norm_std": 0.009872209280729294, "learning_rate": 2.9999999242136255e-05, "n_datas": 74073600.0, "n_iterations": 144675.0, "time": 1655094144.0, "time_backward": 0.0, "time_data": 0.0062419031746685505, "time_forward": 0.0, "train_grad_norm": 0.13185548782348633, "train_loss_TCO-iter=1": 0.029304876923561096, "train_loss_TCO-iter=1-init=random": 0.029304876923561096, "train_loss_total": 0.18835943937301636, "train_loss_views_confidence": 0.18835943937301636, "train_time_backward": 0.0, "train_time_data": 0.0062419031746685505, "train_time_forward": 0.0, "train_time_iter": 0.6625069379806519, "train_time_render": 0.31207069754600525, "epoch": 643, "has_visualization": false} {"cpu_memory": 33.6036376953125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1318659782409668, "grad_norm_std": 0.010226666927337646, "learning_rate": 2.9999999242136255e-05, "n_datas": 74188800.0, "n_iterations": 144900.0, "time": 1655094272.0, "time_backward": 0.0, "time_data": 0.006121696438640356, "time_forward": 0.0, "train_grad_norm": 0.1318659782409668, "train_loss_TCO-iter=1": 0.02921876311302185, "train_loss_TCO-iter=1-init=random": 0.02921876311302185, "train_loss_total": 0.18800312280654907, "train_loss_views_confidence": 0.18800312280654907, "train_time_backward": 0.0, "train_time_data": 0.006121696438640356, "train_time_forward": 0.0, "train_time_iter": 0.6603174209594727, "train_time_render": 0.31292372941970825, "epoch": 644, "has_visualization": false} {"cpu_memory": 33.61514663696289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13146908581256866, "grad_norm_std": 0.008816031739115715, "learning_rate": 2.9999999242136255e-05, "n_datas": 74304000.0, "n_iterations": 145125.0, "time": 1655094656.0, "time_backward": 0.0, "time_data": 0.00628473237156868, "time_forward": 0.0, "train_grad_norm": 0.13146908581256866, "train_loss_TCO-iter=1": 0.02934868633747101, "train_loss_TCO-iter=1-init=random": 0.02934868633747101, "train_loss_total": 0.18850234150886536, "train_loss_views_confidence": 0.18850234150886536, "train_time_backward": 0.0, "train_time_data": 0.00628473237156868, "train_time_forward": 0.0, "train_time_iter": 0.6676955223083496, "train_time_render": 0.31275609135627747, "epoch": 645, "has_visualization": false} {"cpu_memory": 33.61986541748047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1318153440952301, "grad_norm_std": 0.010109956376254559, "learning_rate": 2.9999999242136255e-05, "n_datas": 74419200.0, "n_iterations": 145350.0, "time": 1655094656.0, "time_backward": 0.0, "time_data": 0.0062772654928267, "time_forward": 0.0, "train_grad_norm": 0.1318153440952301, "train_loss_TCO-iter=1": 0.029201798141002655, "train_loss_TCO-iter=1-init=random": 0.029201798141002655, "train_loss_total": 0.18804696202278137, "train_loss_views_confidence": 0.18804696202278137, "train_time_backward": 0.0, "train_time_data": 0.0062772654928267, "train_time_forward": 0.0, "train_time_iter": 0.6600790619850159, "train_time_render": 0.3115614354610443, "epoch": 646, "has_visualization": false} {"cpu_memory": 33.6248893737793, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1317342221736908, "grad_norm_std": 0.009585192427039146, "learning_rate": 2.9999999242136255e-05, "n_datas": 74534400.0, "n_iterations": 145575.0, "time": 1655094784.0, "time_backward": 0.0, "time_data": 0.006084290333092213, "time_forward": 0.0, "train_grad_norm": 0.1317342221736908, "train_loss_TCO-iter=1": 0.029292652383446693, "train_loss_TCO-iter=1-init=random": 0.029292652383446693, "train_loss_total": 0.18941351771354675, "train_loss_views_confidence": 0.18941351771354675, "train_time_backward": 0.0, "train_time_data": 0.006084290333092213, "train_time_forward": 0.0, "train_time_iter": 0.6601821184158325, "train_time_render": 0.3119860291481018, "epoch": 647, "has_visualization": false} {"cpu_memory": 33.630271911621094, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 74649600.0, "n_iterations": 145800.0, "time": 1655095040.0, "time_backward": 0.0, "time_data": 0.006237047258764505, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029309898614883423, "train_loss_TCO-iter=1-init=random": 0.029309898614883423, "train_loss_total": 0.18737193942070007, "train_loss_views_confidence": 0.18737193942070007, "train_time_backward": 0.0, "train_time_data": 0.006237047258764505, "train_time_forward": 0.0, "train_time_iter": 0.661218523979187, "train_time_render": 0.31302040815353394, "epoch": 648, "has_visualization": false} {"cpu_memory": 33.6373176574707, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1320275068283081, "grad_norm_std": 0.009500631131231785, "learning_rate": 2.9999999242136255e-05, "n_datas": 74764800.0, "n_iterations": 146025.0, "time": 1655095040.0, "time_backward": 0.0, "time_data": 0.006165499798953533, "time_forward": 0.0, "train_grad_norm": 0.1320275068283081, "train_loss_TCO-iter=1": 0.029309121891856194, "train_loss_TCO-iter=1-init=random": 0.029309121891856194, "train_loss_total": 0.1885729432106018, "train_loss_views_confidence": 0.1885729432106018, "train_time_backward": 0.0, "train_time_data": 0.006165499798953533, "train_time_forward": 0.0, "train_time_iter": 0.6525582075119019, "train_time_render": 0.3117567002773285, "epoch": 649, "has_visualization": false} {"cpu_memory": 33.643157958984375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13187654316425323, "grad_norm_std": 0.00982996728271246, "learning_rate": 2.9999999242136255e-05, "n_datas": 74880000.0, "n_iterations": 146250.0, "time": 1655095168.0, "time_backward": 0.0, "time_data": 0.006347772665321827, "time_forward": 0.0, "train_grad_norm": 0.13187654316425323, "train_loss_TCO-iter=1": 0.029256079345941544, "train_loss_TCO-iter=1-init=random": 0.029256079345941544, "train_loss_total": 0.18834078311920166, "train_loss_views_confidence": 0.18834078311920166, "train_time_backward": 0.0, "train_time_data": 0.006347772665321827, "train_time_forward": 0.0, "train_time_iter": 0.6612077355384827, "train_time_render": 0.31201761960983276, "epoch": 650, "has_visualization": false} {"cpu_memory": 33.64737319946289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13423827290534973, "grad_norm_std": 0.009561319835484028, "learning_rate": 2.9999999242136255e-05, "n_datas": 74995200.0, "n_iterations": 146475.0, "time": 1655095424.0, "time_backward": 0.0, "time_data": 0.006196178961545229, "time_forward": 0.0, "train_grad_norm": 0.13423827290534973, "train_loss_TCO-iter=1": 0.029193256050348282, "train_loss_TCO-iter=1-init=random": 0.029193256050348282, "train_loss_total": 0.18846139311790466, "train_loss_views_confidence": 0.18846139311790466, "train_time_backward": 0.0, "train_time_data": 0.006196178961545229, "train_time_forward": 0.0, "train_time_iter": 0.671218752861023, "train_time_render": 0.3133901059627533, "epoch": 651, "has_visualization": false} {"cpu_memory": 33.65681076049805, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.1312473714351654, "grad_norm_std": 0.009374289773404598, "learning_rate": 2.9999999242136255e-05, "n_datas": 75110400.0, "n_iterations": 146700.0, "time": 1655095552.0, "time_backward": 0.0, "time_data": 0.006168309133499861, "time_forward": 0.0, "train_grad_norm": 0.1312473714351654, "train_loss_TCO-iter=1": 0.029300475493073463, "train_loss_TCO-iter=1-init=random": 0.029300475493073463, "train_loss_total": 0.18750080466270447, "train_loss_views_confidence": 0.18750080466270447, "train_time_backward": 0.0, "train_time_data": 0.006168309133499861, "train_time_forward": 0.0, "train_time_iter": 0.6683502197265625, "train_time_render": 0.3122203052043915, "epoch": 652, "has_visualization": false} {"cpu_memory": 33.66379928588867, "cuda_memory": 5.363624572753906, "gpu_memory": 23.5474853515625, "grad_norm": 0.13321486115455627, "grad_norm_std": 0.009772179648280144, "learning_rate": 2.9999999242136255e-05, "n_datas": 75225600.0, "n_iterations": 146925.0, "time": 1655095552.0, "time_backward": 0.0, "time_data": 0.006028775125741959, "time_forward": 0.0, "train_grad_norm": 0.13321486115455627, "train_loss_TCO-iter=1": 0.029262103140354156, "train_loss_TCO-iter=1-init=random": 0.029262103140354156, "train_loss_total": 0.18758007884025574, "train_loss_views_confidence": 0.18758007884025574, "train_time_backward": 0.0, "train_time_data": 0.006028775125741959, "train_time_forward": 0.0, "train_time_iter": 0.6537106037139893, "train_time_render": 0.3123587369918823, "epoch": 653, "has_visualization": false} {"cpu_memory": 33.66808319091797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547760009765625, "grad_norm": 0.1332421451807022, "grad_norm_std": 0.009415579959750175, "learning_rate": 2.9999999242136255e-05, "n_datas": 75340800.0, "n_iterations": 147150.0, "time": 1655095808.0, "time_backward": 0.0, "time_data": 0.006262346636503935, "time_forward": 0.0, "train_grad_norm": 0.1332421451807022, "train_loss_TCO-iter=1": 0.029295623302459717, "train_loss_TCO-iter=1-init=random": 0.029295623302459717, "train_loss_total": 0.18932391703128815, "train_loss_views_confidence": 0.18932391703128815, "train_time_backward": 0.0, "train_time_data": 0.006262346636503935, "train_time_forward": 0.0, "train_time_iter": 0.6623309850692749, "train_time_render": 0.3112952709197998, "epoch": 654, "has_visualization": false} {"cpu_memory": 33.67406463623047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547760009765625, "grad_norm": 0.13249985873699188, "grad_norm_std": 0.00953128095716238, "learning_rate": 2.9999999242136255e-05, "n_datas": 75456000.0, "n_iterations": 147375.0, "time": 1655095936.0, "time_backward": 0.0, "time_data": 0.0061583444476127625, "time_forward": 0.0, "train_grad_norm": 0.13249985873699188, "train_loss_TCO-iter=1": 0.0292883962392807, "train_loss_TCO-iter=1-init=random": 0.0292883962392807, "train_loss_total": 0.18912222981452942, "train_loss_views_confidence": 0.18912222981452942, "train_time_backward": 0.0, "train_time_data": 0.0061583444476127625, "train_time_forward": 0.0, "train_time_iter": 0.6610553860664368, "train_time_render": 0.3128809630870819, "epoch": 655, "has_visualization": false} {"cpu_memory": 33.688236236572266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547760009765625, "grad_norm": 0.13433940708637238, "grad_norm_std": 0.010085850954055786, "learning_rate": 2.9999999242136255e-05, "n_datas": 75571200.0, "n_iterations": 147600.0, "time": 1655095936.0, "time_backward": 0.0, "time_data": 0.006243611220270395, "time_forward": 0.0, "train_grad_norm": 0.13433940708637238, "train_loss_TCO-iter=1": 0.029322370886802673, "train_loss_TCO-iter=1-init=random": 0.029322370886802673, "train_loss_total": 0.18902795016765594, "train_loss_views_confidence": 0.18902795016765594, "train_time_backward": 0.0, "train_time_data": 0.006243611220270395, "train_time_forward": 0.0, "train_time_iter": 0.667484700679779, "train_time_render": 0.31356942653656006, "epoch": 656, "has_visualization": false} {"cpu_memory": 33.69712829589844, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547821044921875, "grad_norm": 0.1327037662267685, "grad_norm_std": 0.01001838780939579, "learning_rate": 2.9999999242136255e-05, "n_datas": 75686400.0, "n_iterations": 147825.0, "time": 1655096320.0, "time_backward": 0.0, "time_data": 0.006385056301951408, "time_forward": 0.0, "train_grad_norm": 0.1327037662267685, "train_loss_TCO-iter=1": 0.02927544340491295, "train_loss_TCO-iter=1-init=random": 0.02927544340491295, "train_loss_total": 0.18886996805667877, "train_loss_views_confidence": 0.18886996805667877, "train_time_backward": 0.0, "train_time_data": 0.006385056301951408, "train_time_forward": 0.0, "train_time_iter": 0.6615085601806641, "train_time_render": 0.3117300271987915, "epoch": 657, "has_visualization": false} {"cpu_memory": 33.69964599609375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547821044921875, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 75801600.0, "n_iterations": 148050.0, "time": 1655096448.0, "time_backward": 0.0, "time_data": 0.0062326411716639996, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02921915613114834, "train_loss_TCO-iter=1-init=random": 0.02921915613114834, "train_loss_total": 0.18727900087833405, "train_loss_views_confidence": 0.18727900087833405, "train_time_backward": 0.0, "train_time_data": 0.0062326411716639996, "train_time_forward": 0.0, "train_time_iter": 0.6641654968261719, "train_time_render": 0.3128668963909149, "epoch": 658, "has_visualization": false} {"cpu_memory": 33.708473205566406, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547821044921875, "grad_norm": 0.13276787102222443, "grad_norm_std": 0.0098795834928751, "learning_rate": 2.9999999242136255e-05, "n_datas": 75916800.0, "n_iterations": 148275.0, "time": 1655096704.0, "time_backward": 0.0, "time_data": 0.006290311925113201, "time_forward": 0.0, "train_grad_norm": 0.13276787102222443, "train_loss_TCO-iter=1": 0.029211556538939476, "train_loss_TCO-iter=1-init=random": 0.029211556538939476, "train_loss_total": 0.18869876861572266, "train_loss_views_confidence": 0.18869876861572266, "train_time_backward": 0.0, "train_time_data": 0.006290311925113201, "train_time_forward": 0.0, "train_time_iter": 0.6687424182891846, "train_time_render": 0.3127061426639557, "epoch": 659, "has_visualization": false} {"cpu_memory": 33.711063385009766, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547821044921875, "grad_norm": 0.1340789496898651, "grad_norm_std": 0.010874025523662567, "learning_rate": 2.9999999242136255e-05, "n_datas": 76032000.0, "n_iterations": 148500.0, "time": 1655096704.0, "time_backward": 0.0, "time_data": 0.006145812571048737, "time_forward": 0.0, "train_grad_norm": 0.1340789496898651, "train_loss_TCO-iter=1": 0.02922109328210354, "train_loss_TCO-iter=1-init=random": 0.02922109328210354, "train_loss_total": 0.18873916566371918, "train_loss_views_confidence": 0.18873916566371918, "train_time_backward": 0.0, "train_time_data": 0.006145812571048737, "train_time_forward": 0.0, "train_time_iter": 0.6584590077400208, "train_time_render": 0.3120464086532593, "epoch": 660, "has_visualization": false} {"cpu_memory": 33.717864990234375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.547821044921875, "grad_norm": 0.13469091057777405, "grad_norm_std": 0.010336888954043388, "learning_rate": 2.9999999242136255e-05, "n_datas": 76147200.0, "n_iterations": 148725.0, "time": 1655096832.0, "time_backward": 0.0, "time_data": 0.006194859743118286, "time_forward": 0.0, "train_grad_norm": 0.13469091057777405, "train_loss_TCO-iter=1": 0.029202885925769806, "train_loss_TCO-iter=1-init=random": 0.029202885925769806, "train_loss_total": 0.18813064694404602, "train_loss_views_confidence": 0.18813064694404602, "train_time_backward": 0.0, "train_time_data": 0.006194859743118286, "train_time_forward": 0.0, "train_time_iter": 0.6691906452178955, "train_time_render": 0.3125418722629547, "epoch": 661, "has_visualization": false} {"cpu_memory": 33.722904205322266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13298313319683075, "grad_norm_std": 0.009285754524171352, "learning_rate": 2.9999999242136255e-05, "n_datas": 76262400.0, "n_iterations": 148950.0, "time": 1655097088.0, "time_backward": 0.0, "time_data": 0.006355416029691696, "time_forward": 0.0, "train_grad_norm": 0.13298313319683075, "train_loss_TCO-iter=1": 0.029394613578915596, "train_loss_TCO-iter=1-init=random": 0.029394613578915596, "train_loss_total": 0.1880781203508377, "train_loss_views_confidence": 0.1880781203508377, "train_time_backward": 0.0, "train_time_data": 0.006355416029691696, "train_time_forward": 0.0, "train_time_iter": 0.66188645362854, "train_time_render": 0.3132573664188385, "epoch": 662, "has_visualization": false} {"cpu_memory": 33.730831146240234, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13324302434921265, "grad_norm_std": 0.009263860061764717, "learning_rate": 2.9999999242136255e-05, "n_datas": 76377600.0, "n_iterations": 149175.0, "time": 1655097216.0, "time_backward": 0.0, "time_data": 0.006237669847905636, "time_forward": 0.0, "train_grad_norm": 0.13324302434921265, "train_loss_TCO-iter=1": 0.02935963124036789, "train_loss_TCO-iter=1-init=random": 0.02935963124036789, "train_loss_total": 0.18830139935016632, "train_loss_views_confidence": 0.18830139935016632, "train_time_backward": 0.0, "train_time_data": 0.006237669847905636, "train_time_forward": 0.0, "train_time_iter": 0.6431845426559448, "train_time_render": 0.3122682273387909, "epoch": 663, "has_visualization": false} {"cpu_memory": 33.736637115478516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.1336061805486679, "grad_norm_std": 0.009498425759375095, "learning_rate": 2.9999999242136255e-05, "n_datas": 76492800.0, "n_iterations": 149400.0, "time": 1655097344.0, "time_backward": 0.0, "time_data": 0.006345418747514486, "time_forward": 0.0, "train_grad_norm": 0.1336061805486679, "train_loss_TCO-iter=1": 0.02924424223601818, "train_loss_TCO-iter=1-init=random": 0.02924424223601818, "train_loss_total": 0.18775001168251038, "train_loss_views_confidence": 0.18775001168251038, "train_time_backward": 0.0, "train_time_data": 0.006345418747514486, "train_time_forward": 0.0, "train_time_iter": 0.6703386306762695, "train_time_render": 0.31232088804244995, "epoch": 664, "has_visualization": false} {"cpu_memory": 33.7441520690918, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13399988412857056, "grad_norm_std": 0.009326652623713017, "learning_rate": 2.9999999242136255e-05, "n_datas": 76608000.0, "n_iterations": 149625.0, "time": 1655097472.0, "time_backward": 0.0, "time_data": 0.006162676960229874, "time_forward": 0.0, "train_grad_norm": 0.13399988412857056, "train_loss_TCO-iter=1": 0.029219582676887512, "train_loss_TCO-iter=1-init=random": 0.029219582676887512, "train_loss_total": 0.18761441111564636, "train_loss_views_confidence": 0.18761441111564636, "train_time_backward": 0.0, "train_time_data": 0.006162676960229874, "train_time_forward": 0.0, "train_time_iter": 0.6570351123809814, "train_time_render": 0.31244736909866333, "epoch": 665, "has_visualization": false} {"cpu_memory": 33.75000762939453, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13413187861442566, "grad_norm_std": 0.010507874190807343, "learning_rate": 2.9999999242136255e-05, "n_datas": 76723200.0, "n_iterations": 149850.0, "time": 1655097600.0, "time_backward": 0.0, "time_data": 0.006255217827856541, "time_forward": 0.0, "train_grad_norm": 0.13413187861442566, "train_loss_TCO-iter=1": 0.02919294498860836, "train_loss_TCO-iter=1-init=random": 0.02919294498860836, "train_loss_total": 0.18791423738002777, "train_loss_views_confidence": 0.18791423738002777, "train_time_backward": 0.0, "train_time_data": 0.006255217827856541, "train_time_forward": 0.0, "train_time_iter": 0.6541414260864258, "train_time_render": 0.3120907247066498, "epoch": 666, "has_visualization": false} {"cpu_memory": 33.76300811767578, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.1328173577785492, "grad_norm_std": 0.010157378390431404, "learning_rate": 2.9999999242136255e-05, "n_datas": 76838400.0, "n_iterations": 150075.0, "time": 1655097600.0, "time_backward": 0.0, "time_data": 0.006135652307420969, "time_forward": 0.0, "train_grad_norm": 0.1328173577785492, "train_loss_TCO-iter=1": 0.029342452064156532, "train_loss_TCO-iter=1-init=random": 0.029342452064156532, "train_loss_total": 0.18911370635032654, "train_loss_views_confidence": 0.18911370635032654, "train_time_backward": 0.0, "train_time_data": 0.006135652307420969, "train_time_forward": 0.0, "train_time_iter": 0.6716361045837402, "train_time_render": 0.3127193748950958, "epoch": 667, "has_visualization": false} {"cpu_memory": 33.765655517578125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13327337801456451, "grad_norm_std": 0.0096060149371624, "learning_rate": 2.9999999242136255e-05, "n_datas": 76953600.0, "n_iterations": 150300.0, "time": 1655097984.0, "time_backward": 0.0, "time_data": 0.00618031295016408, "time_forward": 0.0, "train_grad_norm": 0.13327337801456451, "train_loss_TCO-iter=1": 0.029201064258813858, "train_loss_TCO-iter=1-init=random": 0.029201064258813858, "train_loss_total": 0.18796823918819427, "train_loss_views_confidence": 0.18796823918819427, "train_time_backward": 0.0, "train_time_data": 0.00618031295016408, "train_time_forward": 0.0, "train_time_iter": 0.6505693197250366, "train_time_render": 0.31241145730018616, "epoch": 668, "has_visualization": false} {"cpu_memory": 33.77285385131836, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13415591418743134, "grad_norm_std": 0.010704653337597847, "learning_rate": 2.9999999242136255e-05, "n_datas": 77068800.0, "n_iterations": 150525.0, "time": 1655097984.0, "time_backward": 0.0, "time_data": 0.006192854605615139, "time_forward": 0.0, "train_grad_norm": 0.13415591418743134, "train_loss_TCO-iter=1": 0.029308337718248367, "train_loss_TCO-iter=1-init=random": 0.029308337718248367, "train_loss_total": 0.1874421387910843, "train_loss_views_confidence": 0.1874421387910843, "train_time_backward": 0.0, "train_time_data": 0.006192854605615139, "train_time_forward": 0.0, "train_time_iter": 0.6745188236236572, "train_time_render": 0.3132840692996979, "epoch": 669, "has_visualization": false} {"cpu_memory": 33.778812408447266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.1321047842502594, "grad_norm_std": 0.009283991530537605, "learning_rate": 2.9999999242136255e-05, "n_datas": 77184000.0, "n_iterations": 150750.0, "time": 1655098240.0, "time_backward": 0.0, "time_data": 0.006150966510176659, "time_forward": 0.0, "train_grad_norm": 0.1321047842502594, "train_loss_TCO-iter=1": 0.029287053272128105, "train_loss_TCO-iter=1-init=random": 0.029287053272128105, "train_loss_total": 0.18817110359668732, "train_loss_views_confidence": 0.18817110359668732, "train_time_backward": 0.0, "train_time_data": 0.006150966510176659, "train_time_forward": 0.0, "train_time_iter": 0.6596740484237671, "train_time_render": 0.3127794861793518, "epoch": 670, "has_visualization": false} {"cpu_memory": 33.78429412841797, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 77299200.0, "n_iterations": 150975.0, "time": 1655098368.0, "time_backward": 0.0, "time_data": 0.006211414933204651, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.02922968938946724, "train_loss_TCO-iter=1-init=random": 0.02922968938946724, "train_loss_total": 0.18755343556404114, "train_loss_views_confidence": 0.18755343556404114, "train_time_backward": 0.0, "train_time_data": 0.006211414933204651, "train_time_forward": 0.0, "train_time_iter": 0.6509068012237549, "train_time_render": 0.3128223419189453, "epoch": 671, "has_visualization": false} {"cpu_memory": 33.78853225708008, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.1355220526456833, "grad_norm_std": 0.010861252434551716, "learning_rate": 2.9999999242136255e-05, "n_datas": 77414400.0, "n_iterations": 151200.0, "time": 1655098496.0, "time_backward": 0.0, "time_data": 0.0061832754872739315, "time_forward": 0.0, "train_grad_norm": 0.1355220526456833, "train_loss_TCO-iter=1": 0.029269739985466003, "train_loss_TCO-iter=1-init=random": 0.029269739985466003, "train_loss_total": 0.18823133409023285, "train_loss_views_confidence": 0.18823133409023285, "train_time_backward": 0.0, "train_time_data": 0.0061832754872739315, "train_time_forward": 0.0, "train_time_iter": 0.6583291888237, "train_time_render": 0.3128097653388977, "epoch": 672, "has_visualization": false} {"cpu_memory": 33.79759979248047, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13376984000205994, "grad_norm_std": 0.009905703365802765, "learning_rate": 2.9999999242136255e-05, "n_datas": 77529600.0, "n_iterations": 151425.0, "time": 1655098752.0, "time_backward": 0.0, "time_data": 0.006224082317203283, "time_forward": 0.0, "train_grad_norm": 0.13376984000205994, "train_loss_TCO-iter=1": 0.0293327197432518, "train_loss_TCO-iter=1-init=random": 0.0293327197432518, "train_loss_total": 0.1887425184249878, "train_loss_views_confidence": 0.1887425184249878, "train_time_backward": 0.0, "train_time_data": 0.006224082317203283, "train_time_forward": 0.0, "train_time_iter": 0.6522963047027588, "train_time_render": 0.3123725354671478, "epoch": 673, "has_visualization": false} {"cpu_memory": 33.804996490478516, "cuda_memory": 5.363624572753906, "gpu_memory": 23.548095703125, "grad_norm": 0.13384854793548584, "grad_norm_std": 0.009099550545215607, "learning_rate": 2.9999999242136255e-05, "n_datas": 77644800.0, "n_iterations": 151650.0, "time": 1655098880.0, "time_backward": 0.0, "time_data": 0.006238982081413269, "time_forward": 0.0, "train_grad_norm": 0.13384854793548584, "train_loss_TCO-iter=1": 0.029277512803673744, "train_loss_TCO-iter=1-init=random": 0.029277512803673744, "train_loss_total": 0.18878743052482605, "train_loss_views_confidence": 0.18878743052482605, "train_time_backward": 0.0, "train_time_data": 0.006238982081413269, "train_time_forward": 0.0, "train_time_iter": 0.6597821116447449, "train_time_render": 0.3130428194999695, "epoch": 674, "has_visualization": false} {"cpu_memory": 33.808204650878906, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1347392499446869, "grad_norm_std": 0.010311784222722054, "learning_rate": 2.9999999242136255e-05, "n_datas": 77760000.0, "n_iterations": 151875.0, "time": 1655099136.0, "time_backward": 0.0, "time_data": 0.0063539836555719376, "time_forward": 0.0, "train_grad_norm": 0.1347392499446869, "train_loss_TCO-iter=1": 0.029102619737386703, "train_loss_TCO-iter=1-init=random": 0.029102619737386703, "train_loss_total": 0.1872277855873108, "train_loss_views_confidence": 0.1872277855873108, "train_time_backward": 0.0, "train_time_data": 0.0063539836555719376, "train_time_forward": 0.0, "train_time_iter": 0.6638545393943787, "train_time_render": 0.31340134143829346, "epoch": 675, "has_visualization": false} {"cpu_memory": 33.81779479980469, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13395321369171143, "grad_norm_std": 0.010131949558854103, "learning_rate": 2.9999999242136255e-05, "n_datas": 77875200.0, "n_iterations": 152100.0, "time": 1655099136.0, "time_backward": 0.0, "time_data": 0.0061641875654459, "time_forward": 0.0, "train_grad_norm": 0.13395321369171143, "train_loss_TCO-iter=1": 0.02924124151468277, "train_loss_TCO-iter=1-init=random": 0.02924124151468277, "train_loss_total": 0.1883961409330368, "train_loss_views_confidence": 0.1883961409330368, "train_time_backward": 0.0, "train_time_data": 0.0061641875654459, "train_time_forward": 0.0, "train_time_iter": 0.6637608408927917, "train_time_render": 0.31299781799316406, "epoch": 676, "has_visualization": false} {"cpu_memory": 33.827884674072266, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1348748505115509, "grad_norm_std": 0.011741040274500847, "learning_rate": 2.9999999242136255e-05, "n_datas": 77990400.0, "n_iterations": 152325.0, "time": 1655099264.0, "time_backward": 0.0, "time_data": 0.012100569903850555, "time_forward": 0.0, "train_grad_norm": 0.1348748505115509, "train_loss_TCO-iter=1": 0.02928272634744644, "train_loss_TCO-iter=1-init=random": 0.02928272634744644, "train_loss_total": 0.18747928738594055, "train_loss_views_confidence": 0.18747928738594055, "train_time_backward": 0.0, "train_time_data": 0.012100569903850555, "train_time_forward": 0.0, "train_time_iter": 0.6644840836524963, "train_time_render": 0.31241247057914734, "epoch": 677, "has_visualization": false} {"cpu_memory": 33.8329963684082, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1356453001499176, "grad_norm_std": 0.010441937483847141, "learning_rate": 2.9999999242136255e-05, "n_datas": 78105600.0, "n_iterations": 152550.0, "time": 1655099392.0, "time_backward": 0.0, "time_data": 0.0061062974855303764, "time_forward": 0.0, "train_grad_norm": 0.1356453001499176, "train_loss_TCO-iter=1": 0.029330816119909286, "train_loss_TCO-iter=1-init=random": 0.029330816119909286, "train_loss_total": 0.18830063939094543, "train_loss_views_confidence": 0.18830063939094543, "train_time_backward": 0.0, "train_time_data": 0.0061062974855303764, "train_time_forward": 0.0, "train_time_iter": 0.6639126539230347, "train_time_render": 0.31401097774505615, "epoch": 678, "has_visualization": false} {"cpu_memory": 33.83731460571289, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13492122292518616, "grad_norm_std": 0.009802686050534248, "learning_rate": 2.9999999242136255e-05, "n_datas": 78220800.0, "n_iterations": 152775.0, "time": 1655099520.0, "time_backward": 0.0, "time_data": 0.006154139060527086, "time_forward": 0.0, "train_grad_norm": 0.13492122292518616, "train_loss_TCO-iter=1": 0.029252581298351288, "train_loss_TCO-iter=1-init=random": 0.029252581298351288, "train_loss_total": 0.18812385201454163, "train_loss_views_confidence": 0.18812385201454163, "train_time_backward": 0.0, "train_time_data": 0.006154139060527086, "train_time_forward": 0.0, "train_time_iter": 0.6579630970954895, "train_time_render": 0.31267186999320984, "epoch": 679, "has_visualization": false} {"cpu_memory": 33.84377670288086, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1351584494113922, "grad_norm_std": 0.01042639184743166, "learning_rate": 2.9999999242136255e-05, "n_datas": 78336000.0, "n_iterations": 153000.0, "time": 1655099648.0, "time_backward": 0.0, "time_data": 0.0064925155602395535, "time_forward": 0.0, "train_grad_norm": 0.1351584494113922, "train_loss_TCO-iter=1": 0.02927006594836712, "train_loss_TCO-iter=1-init=random": 0.02927006594836712, "train_loss_total": 0.18757769465446472, "train_loss_views_confidence": 0.18757769465446472, "train_time_backward": 0.0, "train_time_data": 0.0064925155602395535, "train_time_forward": 0.0, "train_time_iter": 0.6626327633857727, "train_time_render": 0.3124699294567108, "epoch": 680, "has_visualization": false} {"cpu_memory": 33.85300064086914, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1330493688583374, "grad_norm_std": 0.009078467264771461, "learning_rate": 2.9999999242136255e-05, "n_datas": 78451200.0, "n_iterations": 153225.0, "time": 1655099904.0, "time_backward": 0.0, "time_data": 0.0061924695037305355, "time_forward": 0.0, "train_grad_norm": 0.1330493688583374, "train_loss_TCO-iter=1": 0.029376590624451637, "train_loss_TCO-iter=1-init=random": 0.029376590624451637, "train_loss_total": 0.18737202882766724, "train_loss_views_confidence": 0.18737202882766724, "train_time_backward": 0.0, "train_time_data": 0.0061924695037305355, "train_time_forward": 0.0, "train_time_iter": 0.6613831520080566, "train_time_render": 0.31308668851852417, "epoch": 681, "has_visualization": false} {"cpu_memory": 33.8575439453125, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13410548865795135, "grad_norm_std": 0.00936865247786045, "learning_rate": 2.9999999242136255e-05, "n_datas": 78566400.0, "n_iterations": 153450.0, "time": 1655100032.0, "time_backward": 0.0, "time_data": 0.00625230185687542, "time_forward": 0.0, "train_grad_norm": 0.13410548865795135, "train_loss_TCO-iter=1": 0.02924668975174427, "train_loss_TCO-iter=1-init=random": 0.02924668975174427, "train_loss_total": 0.18726180493831635, "train_loss_views_confidence": 0.18726180493831635, "train_time_backward": 0.0, "train_time_data": 0.00625230185687542, "train_time_forward": 0.0, "train_time_iter": 0.6547799110412598, "train_time_render": 0.31293293833732605, "epoch": 682, "has_visualization": false} {"cpu_memory": 33.86157989501953, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1349799484014511, "grad_norm_std": 0.01029160525649786, "learning_rate": 2.9999999242136255e-05, "n_datas": 78681600.0, "n_iterations": 153675.0, "time": 1655100032.0, "time_backward": 0.0, "time_data": 0.006222403608262539, "time_forward": 0.0, "train_grad_norm": 0.1349799484014511, "train_loss_TCO-iter=1": 0.02915472351014614, "train_loss_TCO-iter=1-init=random": 0.02915472351014614, "train_loss_total": 0.18835774064064026, "train_loss_views_confidence": 0.18835774064064026, "train_time_backward": 0.0, "train_time_data": 0.006222403608262539, "train_time_forward": 0.0, "train_time_iter": 0.6610003709793091, "train_time_render": 0.31278344988822937, "epoch": 683, "has_visualization": false} {"cpu_memory": 33.87117004394531, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1329629123210907, "grad_norm_std": 0.009907703846693039, "learning_rate": 2.9999999242136255e-05, "n_datas": 78796800.0, "n_iterations": 153900.0, "time": 1655100288.0, "time_backward": 0.0, "time_data": 0.0061197043396532536, "time_forward": 0.0, "train_grad_norm": 0.1329629123210907, "train_loss_TCO-iter=1": 0.029341597110033035, "train_loss_TCO-iter=1-init=random": 0.029341597110033035, "train_loss_total": 0.18849900364875793, "train_loss_views_confidence": 0.18849900364875793, "train_time_backward": 0.0, "train_time_data": 0.0061197043396532536, "train_time_forward": 0.0, "train_time_iter": 0.6471177339553833, "train_time_render": 0.31201499700546265, "epoch": 684, "has_visualization": false} {"cpu_memory": 33.87489700317383, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13470324873924255, "grad_norm_std": 0.010621262714266777, "learning_rate": 2.9999999242136255e-05, "n_datas": 78912000.0, "n_iterations": 154125.0, "time": 1655100544.0, "time_backward": 0.0, "time_data": 0.006122254766523838, "time_forward": 0.0, "train_grad_norm": 0.13470324873924255, "train_loss_TCO-iter=1": 0.029293302446603775, "train_loss_TCO-iter=1-init=random": 0.029293302446603775, "train_loss_total": 0.18890796601772308, "train_loss_views_confidence": 0.18890796601772308, "train_time_backward": 0.0, "train_time_data": 0.006122254766523838, "train_time_forward": 0.0, "train_time_iter": 0.6667072772979736, "train_time_render": 0.3131589889526367, "epoch": 685, "has_visualization": false} {"cpu_memory": 33.88002395629883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1339758336544037, "grad_norm_std": 0.00974453054368496, "learning_rate": 2.9999999242136255e-05, "n_datas": 79027200.0, "n_iterations": 154350.0, "time": 1655100800.0, "time_backward": 0.0, "time_data": 0.006338933948427439, "time_forward": 0.0, "train_grad_norm": 0.1339758336544037, "train_loss_TCO-iter=1": 0.029281124472618103, "train_loss_TCO-iter=1-init=random": 0.029281124472618103, "train_loss_total": 0.18862926959991455, "train_loss_views_confidence": 0.18862926959991455, "train_time_backward": 0.0, "train_time_data": 0.006338933948427439, "train_time_forward": 0.0, "train_time_iter": 0.6526896953582764, "train_time_render": 0.3129981756210327, "epoch": 686, "has_visualization": false} {"cpu_memory": 33.88908767700195, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 79142400.0, "n_iterations": 154575.0, "time": 1655100800.0, "time_backward": 0.0, "time_data": 0.006388622336089611, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029293499886989594, "train_loss_TCO-iter=1-init=random": 0.029293499886989594, "train_loss_total": 0.18876495957374573, "train_loss_views_confidence": 0.18876495957374573, "train_time_backward": 0.0, "train_time_data": 0.006388622336089611, "train_time_forward": 0.0, "train_time_iter": 0.6705335974693298, "train_time_render": 0.31216052174568176, "epoch": 687, "has_visualization": false} {"cpu_memory": 33.89837646484375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13550497591495514, "grad_norm_std": 0.00986358430236578, "learning_rate": 2.9999999242136255e-05, "n_datas": 79257600.0, "n_iterations": 154800.0, "time": 1655100928.0, "time_backward": 0.0, "time_data": 0.006297172047197819, "time_forward": 0.0, "train_grad_norm": 0.13550497591495514, "train_loss_TCO-iter=1": 0.029237091541290283, "train_loss_TCO-iter=1-init=random": 0.029237091541290283, "train_loss_total": 0.18780596554279327, "train_loss_views_confidence": 0.18780596554279327, "train_time_backward": 0.0, "train_time_data": 0.006297172047197819, "train_time_forward": 0.0, "train_time_iter": 0.6673163175582886, "train_time_render": 0.3126557469367981, "epoch": 688, "has_visualization": false} {"cpu_memory": 33.903072357177734, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13423791527748108, "grad_norm_std": 0.009406492114067078, "learning_rate": 2.9999999242136255e-05, "n_datas": 79372800.0, "n_iterations": 155025.0, "time": 1655101184.0, "time_backward": 0.0, "time_data": 0.006169239059090614, "time_forward": 0.0, "train_grad_norm": 0.13423791527748108, "train_loss_TCO-iter=1": 0.029312945902347565, "train_loss_TCO-iter=1-init=random": 0.029312945902347565, "train_loss_total": 0.18651148676872253, "train_loss_views_confidence": 0.18651148676872253, "train_time_backward": 0.0, "train_time_data": 0.006169239059090614, "train_time_forward": 0.0, "train_time_iter": 0.6594001054763794, "train_time_render": 0.3122727572917938, "epoch": 689, "has_visualization": false} {"cpu_memory": 33.90684509277344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13361048698425293, "grad_norm_std": 0.009968174621462822, "learning_rate": 2.9999999242136255e-05, "n_datas": 79488000.0, "n_iterations": 155250.0, "time": 1655101184.0, "time_backward": 0.0, "time_data": 0.0062962681986391544, "time_forward": 0.0, "train_grad_norm": 0.13361048698425293, "train_loss_TCO-iter=1": 0.02926340140402317, "train_loss_TCO-iter=1-init=random": 0.02926340140402317, "train_loss_total": 0.1876065731048584, "train_loss_views_confidence": 0.1876065731048584, "train_time_backward": 0.0, "train_time_data": 0.0062962681986391544, "train_time_forward": 0.0, "train_time_iter": 0.6579941511154175, "train_time_render": 0.3130667507648468, "epoch": 690, "has_visualization": false} {"cpu_memory": 33.91530990600586, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13521574437618256, "grad_norm_std": 0.01020359992980957, "learning_rate": 2.9999999242136255e-05, "n_datas": 79603200.0, "n_iterations": 155475.0, "time": 1655101440.0, "time_backward": 0.0, "time_data": 0.006264332216233015, "time_forward": 0.0, "train_grad_norm": 0.13521574437618256, "train_loss_TCO-iter=1": 0.02927340753376484, "train_loss_TCO-iter=1-init=random": 0.02927340753376484, "train_loss_total": 0.1881299614906311, "train_loss_views_confidence": 0.1881299614906311, "train_time_backward": 0.0, "train_time_data": 0.006264332216233015, "train_time_forward": 0.0, "train_time_iter": 0.6603218913078308, "train_time_render": 0.3129458427429199, "epoch": 691, "has_visualization": false} {"cpu_memory": 33.92221450805664, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1367528736591339, "grad_norm_std": 0.009593380615115166, "learning_rate": 2.9999999242136255e-05, "n_datas": 79718400.0, "n_iterations": 155700.0, "time": 1655101568.0, "time_backward": 0.0, "time_data": 0.0061983633786439896, "time_forward": 0.0, "train_grad_norm": 0.1367528736591339, "train_loss_TCO-iter=1": 0.029239067807793617, "train_loss_TCO-iter=1-init=random": 0.029239067807793617, "train_loss_total": 0.18688790500164032, "train_loss_views_confidence": 0.18688790500164032, "train_time_backward": 0.0, "train_time_data": 0.0061983633786439896, "train_time_forward": 0.0, "train_time_iter": 0.6806808710098267, "train_time_render": 0.31333673000335693, "epoch": 692, "has_visualization": false} {"cpu_memory": 33.92985534667969, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13397762179374695, "grad_norm_std": 0.009831012226641178, "learning_rate": 2.9999999242136255e-05, "n_datas": 79833600.0, "n_iterations": 155925.0, "time": 1655101696.0, "time_backward": 0.0, "time_data": 0.006266506854444742, "time_forward": 0.0, "train_grad_norm": 0.13397762179374695, "train_loss_TCO-iter=1": 0.029219677671790123, "train_loss_TCO-iter=1-init=random": 0.029219677671790123, "train_loss_total": 0.18951207399368286, "train_loss_views_confidence": 0.18951207399368286, "train_time_backward": 0.0, "train_time_data": 0.006266506854444742, "train_time_forward": 0.0, "train_time_iter": 0.6578190326690674, "train_time_render": 0.3127414286136627, "epoch": 693, "has_visualization": false} {"cpu_memory": 33.933067321777344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13556616008281708, "grad_norm_std": 0.009860477410256863, "learning_rate": 2.9999999242136255e-05, "n_datas": 79948800.0, "n_iterations": 156150.0, "time": 1655101696.0, "time_backward": 0.0, "time_data": 0.0062629966996610165, "time_forward": 0.0, "train_grad_norm": 0.13556616008281708, "train_loss_TCO-iter=1": 0.029234183952212334, "train_loss_TCO-iter=1-init=random": 0.029234183952212334, "train_loss_total": 0.1868017017841339, "train_loss_views_confidence": 0.1868017017841339, "train_time_backward": 0.0, "train_time_data": 0.0062629966996610165, "train_time_forward": 0.0, "train_time_iter": 0.6617237329483032, "train_time_render": 0.3121362328529358, "epoch": 694, "has_visualization": false} {"cpu_memory": 33.941856384277344, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13613322377204895, "grad_norm_std": 0.009558058343827724, "learning_rate": 2.9999999242136255e-05, "n_datas": 80064000.0, "n_iterations": 156375.0, "time": 1655101952.0, "time_backward": 0.0, "time_data": 0.006213412620127201, "time_forward": 0.0, "train_grad_norm": 0.13613322377204895, "train_loss_TCO-iter=1": 0.029340069741010666, "train_loss_TCO-iter=1-init=random": 0.029340069741010666, "train_loss_total": 0.18763375282287598, "train_loss_views_confidence": 0.18763375282287598, "train_time_backward": 0.0, "train_time_data": 0.006213412620127201, "train_time_forward": 0.0, "train_time_iter": 0.6605794429779053, "train_time_render": 0.3115006685256958, "epoch": 695, "has_visualization": false} {"cpu_memory": 33.949134826660156, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.135284423828125, "grad_norm_std": 0.010055046528577805, "learning_rate": 2.9999999242136255e-05, "n_datas": 80179200.0, "n_iterations": 156600.0, "time": 1655102080.0, "time_backward": 0.0, "time_data": 0.0061368681490421295, "time_forward": 0.0, "train_grad_norm": 0.135284423828125, "train_loss_TCO-iter=1": 0.029305748641490936, "train_loss_TCO-iter=1-init=random": 0.029305748641490936, "train_loss_total": 0.18746891617774963, "train_loss_views_confidence": 0.18746891617774963, "train_time_backward": 0.0, "train_time_data": 0.0061368681490421295, "train_time_forward": 0.0, "train_time_iter": 0.664985716342926, "train_time_render": 0.3130669593811035, "epoch": 696, "has_visualization": false} {"cpu_memory": 33.952728271484375, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": null, "grad_norm_std": null, "learning_rate": 2.9999999242136255e-05, "n_datas": 80294400.0, "n_iterations": 156825.0, "time": 1655102336.0, "time_backward": 0.0, "time_data": 0.006141835357993841, "time_forward": 0.0, "train_grad_norm": null, "train_loss_TCO-iter=1": 0.029382921755313873, "train_loss_TCO-iter=1-init=random": 0.029382921755313873, "train_loss_total": 0.1886763870716095, "train_loss_views_confidence": 0.1886763870716095, "train_time_backward": 0.0, "train_time_data": 0.006141835357993841, "train_time_forward": 0.0, "train_time_iter": 0.6653070449829102, "train_time_render": 0.31386974453926086, "epoch": 697, "has_visualization": false} {"cpu_memory": 33.96320724487305, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13595357537269592, "grad_norm_std": 0.009583773091435432, "learning_rate": 2.9999999242136255e-05, "n_datas": 80409600.0, "n_iterations": 157050.0, "time": 1655102464.0, "time_backward": 0.0, "time_data": 0.0062015727162361145, "time_forward": 0.0, "train_grad_norm": 0.13595357537269592, "train_loss_TCO-iter=1": 0.029223494231700897, "train_loss_TCO-iter=1-init=random": 0.029223494231700897, "train_loss_total": 0.18712055683135986, "train_loss_views_confidence": 0.18712055683135986, "train_time_backward": 0.0, "train_time_data": 0.0062015727162361145, "train_time_forward": 0.0, "train_time_iter": 0.6561339497566223, "train_time_render": 0.31280818581581116, "epoch": 698, "has_visualization": false} {"cpu_memory": 33.97307205200195, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.13550622761249542, "grad_norm_std": 0.010549884289503098, "learning_rate": 2.9999999242136255e-05, "n_datas": 80524800.0, "n_iterations": 157275.0, "time": 1655102592.0, "time_backward": 0.0, "time_data": 0.006273383740335703, "time_forward": 0.0, "train_grad_norm": 0.13550622761249542, "train_loss_TCO-iter=1": 0.02935350127518177, "train_loss_TCO-iter=1-init=random": 0.02935350127518177, "train_loss_total": 0.18790596723556519, "train_loss_views_confidence": 0.18790596723556519, "train_time_backward": 0.0, "train_time_data": 0.006273383740335703, "train_time_forward": 0.0, "train_time_iter": 0.6551755666732788, "train_time_render": 0.3136034607887268, "epoch": 699, "has_visualization": false} {"cpu_memory": 33.97768020629883, "cuda_memory": 5.363624572753906, "gpu_memory": 23.54815673828125, "grad_norm": 0.1357850432395935, "grad_norm_std": 0.010121477767825127, "learning_rate": 2.9999999242136255e-05, "n_datas": 80640000.0, "n_iterations": 157500.0, "time": 1655102848.0, "time_backward": 0.0, "time_data": 0.00636206055060029, "time_forward": 0.0, "train_grad_norm": 0.1357850432395935, "train_loss_TCO-iter=1": 0.029271550476551056, "train_loss_TCO-iter=1-init=random": 0.029271550476551056, "train_loss_total": 0.18806077539920807, "train_loss_views_confidence": 0.18806077539920807, "train_time_backward": 0.0, "train_time_data": 0.00636206055060029, "train_time_forward": 0.0, "train_time_iter": 0.6506440043449402, "train_time_render": 0.31276533007621765, "epoch": 700, "has_visualization": false}