{"env_info": "sys.platform: linux\nPython: 3.8.19 (default, Mar 20 2024, 19:58:24) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 D\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 12.1, V12.1.105\nGCC: gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nPyTorch: 2.1.2\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201703\n - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v3.1.1 (Git Hash 64f6bcbcbab628e96f33a62c3e975f8535a7bde4)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX512\n - CUDA Runtime 12.1\n - NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90\n - CuDNN 8.9.2\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=12.1, CUDNN_VERSION=8.9.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=old-style-cast -Wno-invalid-partial-specialization -Wno-unused-private-field -Wno-aligned-allocation-unavailable -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.1.2, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.16.2\nOpenCV: 4.10.0\nMMCV: 1.7.2\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 12.1\nMMSegmentation: 0.30.0+", "seed": null, "exp_name": "fpn_recnext_m5_ade20k_40k.py", "mmseg_version": "0.30.0+", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained='open-mmlab://resnet50_v1c',\n backbone=dict(\n type='recnext_m5',\n depth=50,\n num_stages=4,\n out_indices=(0, 1, 2, 3),\n dilations=(1, 1, 1, 1),\n strides=(1, 2, 2, 2),\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n norm_eval=False,\n style='pytorch',\n contract_dilation=True,\n init_cfg=dict(\n type='Pretrained',\n checkpoint='pretrain/recnext_m5_distill_300e.pth'),\n pretrained='open-mmlab://resnet50_v1c'),\n neck=dict(\n type='FPN',\n in_channels=[80, 160, 320, 640],\n out_channels=256,\n num_outs=4),\n decode_head=dict(\n type='FPNHead',\n in_channels=[256, 256, 256, 256],\n in_index=[0, 1, 2, 3],\n feature_strides=[4, 8, 16, 32],\n channels=128,\n dropout_ratio=0.1,\n num_classes=150,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)),\n train_cfg=dict(),\n test_cfg=dict(mode='whole'))\ndataset_type = 'ADE20KDataset'\ndata_root = 'data/ade/ADEChallengeData2016'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ncrop_size = (512, 512)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=True),\n dict(type='Resize', img_scale=(2048, 512), ratio_range=(0.5, 2.0)),\n dict(type='RandomCrop', crop_size=(512, 512), cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 512),\n flip=False,\n transforms=[\n dict(type='AlignResize', keep_ratio=True, size_divisor=32),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=4,\n workers_per_gpu=4,\n train=dict(\n type='RepeatDataset',\n times=50,\n dataset=dict(\n type='ADE20KDataset',\n data_root='data/ade/ADEChallengeData2016',\n img_dir='images/training',\n ann_dir='annotations/training',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=True),\n dict(\n type='Resize',\n img_scale=(2048, 512),\n ratio_range=(0.5, 2.0)),\n dict(\n type='RandomCrop',\n crop_size=(512, 512),\n cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n ])),\n val=dict(\n type='ADE20KDataset',\n data_root='data/ade/ADEChallengeData2016',\n img_dir='images/validation',\n ann_dir='annotations/validation',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 512),\n flip=False,\n transforms=[\n dict(type='AlignResize', keep_ratio=True, size_divisor=32),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='ADE20KDataset',\n data_root='data/ade/ADEChallengeData2016',\n img_dir='images/validation',\n ann_dir='annotations/validation',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 512),\n flip=False,\n transforms=[\n dict(type='AlignResize', keep_ratio=True, size_divisor=32),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nlog_config = dict(\n interval=50, hooks=[dict(type='TextLoggerHook', by_epoch=False)])\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\ncudnn_benchmark = True\ngpu_multiples = 1\noptimizer = dict(type='AdamW', lr=0.0001, weight_decay=0.05)\noptimizer_config = dict()\nlr_config = dict(policy='poly', power=0.9, min_lr=1e-06, by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=80000)\ncheckpoint_config = dict(by_epoch=False, interval=8000)\nevaluation = dict(interval=8000, metric='mIoU')\nwork_dir = './work_dirs/fpn_recnext_m5_ade20k_40k'\ngpu_ids = range(0, 8)\ndevice = 'cuda'\nseed = None\n", "CLASSES": ["wall", "building", "sky", "floor", "tree", "ceiling", "road", "bed ", "windowpane", "grass", "cabinet", "sidewalk", "person", "earth", "door", "table", "mountain", "plant", "curtain", "chair", "car", "water", "painting", "sofa", "shelf", "house", "sea", "mirror", "rug", "field", "armchair", "seat", "fence", "desk", "rock", "wardrobe", "lamp", "bathtub", "railing", "cushion", "base", "box", "column", "signboard", "chest of drawers", "counter", "sand", "sink", "skyscraper", "fireplace", "refrigerator", "grandstand", "path", "stairs", "runway", "case", "pool table", "pillow", "screen door", "stairway", "river", "bridge", "bookcase", "blind", "coffee table", "toilet", "flower", "book", "hill", "bench", "countertop", "stove", "palm", "kitchen island", "computer", "swivel chair", "boat", "bar", "arcade machine", "hovel", "bus", "towel", "light", "truck", "tower", "chandelier", "awning", "streetlight", "booth", "television receiver", "airplane", "dirt track", "apparel", "pole", "land", "bannister", "escalator", "ottoman", "bottle", "buffet", "poster", "stage", "van", "ship", "fountain", "conveyer belt", "canopy", "washer", "plaything", "swimming pool", "stool", "barrel", "basket", "waterfall", "tent", "bag", "minibike", "cradle", "oven", "ball", "food", "step", "tank", "trade name", "microwave", "pot", "animal", "bicycle", "lake", "dishwasher", "screen", "blanket", "sculpture", "hood", "sconce", "vase", "traffic light", "tray", "ashcan", "fan", "pier", "crt screen", "plate", "monitor", "bulletin board", "shower", "radiator", "glass", "clock", "flag"], "PALETTE": [[120, 120, 120], [180, 120, 120], [6, 230, 230], [80, 50, 50], [4, 200, 3], [120, 120, 80], [140, 140, 140], [204, 5, 255], [230, 230, 230], [4, 250, 7], [224, 5, 255], [235, 255, 7], [150, 5, 61], [120, 120, 70], [8, 255, 51], [255, 6, 82], [143, 255, 140], [204, 255, 4], [255, 51, 7], [204, 70, 3], [0, 102, 200], [61, 230, 250], [255, 6, 51], [11, 102, 255], [255, 7, 71], [255, 9, 224], [9, 7, 230], [220, 220, 220], [255, 9, 92], [112, 9, 255], [8, 255, 214], [7, 255, 224], [255, 184, 6], [10, 255, 71], [255, 41, 10], [7, 255, 255], [224, 255, 8], [102, 8, 255], [255, 61, 6], [255, 194, 7], [255, 122, 8], [0, 255, 20], [255, 8, 41], [255, 5, 153], [6, 51, 255], [235, 12, 255], [160, 150, 20], [0, 163, 255], [140, 140, 140], [250, 10, 15], [20, 255, 0], [31, 255, 0], [255, 31, 0], [255, 224, 0], [153, 255, 0], [0, 0, 255], [255, 71, 0], [0, 235, 255], [0, 173, 255], [31, 0, 255], [11, 200, 200], [255, 82, 0], [0, 255, 245], [0, 61, 255], [0, 255, 112], [0, 255, 133], [255, 0, 0], [255, 163, 0], [255, 102, 0], [194, 255, 0], [0, 143, 255], [51, 255, 0], [0, 82, 255], [0, 255, 41], [0, 255, 173], [10, 0, 255], [173, 255, 0], [0, 255, 153], [255, 92, 0], [255, 0, 255], [255, 0, 245], [255, 0, 102], [255, 173, 0], [255, 0, 20], [255, 184, 184], [0, 31, 255], [0, 255, 61], [0, 71, 255], [255, 0, 204], [0, 255, 194], [0, 255, 82], [0, 10, 255], [0, 112, 255], [51, 0, 255], [0, 194, 255], [0, 122, 255], [0, 255, 163], [255, 153, 0], [0, 255, 10], [255, 112, 0], [143, 255, 0], [82, 0, 255], [163, 255, 0], [255, 235, 0], [8, 184, 170], [133, 0, 255], [0, 255, 92], [184, 0, 255], [255, 0, 31], [0, 184, 255], [0, 214, 255], [255, 0, 112], [92, 255, 0], [0, 224, 255], [112, 224, 255], [70, 184, 160], [163, 0, 255], [153, 0, 255], [71, 255, 0], [255, 0, 163], [255, 204, 0], [255, 0, 143], [0, 255, 235], [133, 255, 0], [255, 0, 235], [245, 0, 255], [255, 0, 122], [255, 245, 0], [10, 190, 212], [214, 255, 0], [0, 204, 255], [20, 0, 255], [255, 255, 0], [0, 153, 255], [0, 41, 255], [0, 255, 204], [41, 0, 255], [41, 255, 0], [173, 0, 255], [0, 245, 255], [71, 0, 255], [122, 0, 255], [0, 255, 184], [0, 92, 255], [184, 255, 0], [0, 133, 255], [255, 214, 0], [25, 194, 194], [102, 255, 0], [92, 0, 255]]} {"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0001, "memory": 7451, "data_time": 0.01874, "decode.loss_ce": 3.2661, "decode.acc_seg": 31.18402, "loss": 3.2661, "time": 0.2718} {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0001, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 2.16643, "decode.acc_seg": 50.42174, "loss": 2.16643, "time": 0.23604} {"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0001, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 1.89736, "decode.acc_seg": 53.32941, "loss": 1.89736, "time": 0.23204} {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0001, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 1.66496, "decode.acc_seg": 56.31024, "loss": 1.66496, "time": 0.23433} {"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0001, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 1.54299, "decode.acc_seg": 58.24064, "loss": 1.54299, "time": 0.23987} {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0001, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 1.47951, "decode.acc_seg": 59.90829, "loss": 1.47951, "time": 0.23322} {"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0001, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 1.37614, "decode.acc_seg": 61.29492, "loss": 1.37614, "time": 0.23399} {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0001, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 1.40359, "decode.acc_seg": 61.3281, "loss": 1.40359, "time": 0.2324} {"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0001, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 1.3014, "decode.acc_seg": 63.4536, "loss": 1.3014, "time": 0.23963} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0001, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 1.26458, "decode.acc_seg": 63.81318, "loss": 1.26458, "time": 0.23356} {"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0001, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 1.2564, "decode.acc_seg": 63.23144, "loss": 1.2564, "time": 0.2378} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0001, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 1.18809, "decode.acc_seg": 65.71339, "loss": 1.18809, "time": 0.23216} {"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0001, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 1.20591, "decode.acc_seg": 64.11381, "loss": 1.20591, "time": 0.23229} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0001, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 1.13405, "decode.acc_seg": 66.50803, "loss": 1.13405, "time": 0.23287} {"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0001, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 1.12592, "decode.acc_seg": 65.92283, "loss": 1.12592, "time": 0.23185} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0001, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 1.10208, "decode.acc_seg": 66.52679, "loss": 1.10208, "time": 0.23225} {"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0001, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 1.0689, "decode.acc_seg": 66.93604, "loss": 1.0689, "time": 0.23816} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0001, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 1.03659, "decode.acc_seg": 67.54947, "loss": 1.03659, "time": 0.23351} {"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0001, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 1.04763, "decode.acc_seg": 67.11256, "loss": 1.04763, "time": 0.23185} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0001, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 1.02121, "decode.acc_seg": 67.81154, "loss": 1.02121, "time": 0.23433} {"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0001, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 1.01528, "decode.acc_seg": 67.99483, "loss": 1.01528, "time": 0.23782} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0001, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.95823, "decode.acc_seg": 69.69101, "loss": 0.95823, "time": 0.23384} {"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0001, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.98475, "decode.acc_seg": 68.77029, "loss": 0.98475, "time": 0.23461} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0001, "memory": 7451, "data_time": 0.01722, "decode.loss_ce": 0.99532, "decode.acc_seg": 68.65679, "loss": 0.99532, "time": 0.23784} {"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0001, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.99858, "decode.acc_seg": 68.0461, "loss": 0.99858, "time": 0.23269} {"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0001, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.98733, "decode.acc_seg": 68.25749, "loss": 0.98733, "time": 0.23411} {"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0001, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.94136, "decode.acc_seg": 69.99228, "loss": 0.94136, "time": 0.23572} {"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0001, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.92596, "decode.acc_seg": 70.43807, "loss": 0.92596, "time": 0.23206} {"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0001, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.91335, "decode.acc_seg": 70.10356, "loss": 0.91335, "time": 0.23209} {"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0001, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.93047, "decode.acc_seg": 69.68792, "loss": 0.93047, "time": 0.23223} {"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0001, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.88721, "decode.acc_seg": 70.61121, "loss": 0.88721, "time": 0.23184} {"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0001, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.89343, "decode.acc_seg": 70.74617, "loss": 0.89343, "time": 0.23163} {"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0001, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.8783, "decode.acc_seg": 71.1891, "loss": 0.8783, "time": 0.23756} {"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0001, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.82827, "decode.acc_seg": 72.58124, "loss": 0.82827, "time": 0.23237} {"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0001, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.85754, "decode.acc_seg": 71.13821, "loss": 0.85754, "time": 0.23179} {"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0001, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.8348, "decode.acc_seg": 72.51613, "loss": 0.8348, "time": 0.23605} {"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0001, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.82929, "decode.acc_seg": 72.28263, "loss": 0.82929, "time": 0.23211} {"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0001, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.8003, "decode.acc_seg": 72.82459, "loss": 0.8003, "time": 0.23207} {"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0001, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.84552, "decode.acc_seg": 71.91425, "loss": 0.84552, "time": 0.2316} {"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0001, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.79849, "decode.acc_seg": 72.76566, "loss": 0.79849, "time": 0.23553} {"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0001, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.80253, "decode.acc_seg": 72.93048, "loss": 0.80253, "time": 0.22993} {"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0001, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.80577, "decode.acc_seg": 73.13952, "loss": 0.80577, "time": 0.23165} {"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0001, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.80234, "decode.acc_seg": 72.59178, "loss": 0.80234, "time": 0.23449} {"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0001, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.77888, "decode.acc_seg": 73.8194, "loss": 0.77888, "time": 0.2308} {"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0001, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.77605, "decode.acc_seg": 73.40926, "loss": 0.77605, "time": 0.23132} {"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0001, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.73849, "decode.acc_seg": 74.79205, "loss": 0.73849, "time": 0.23204} {"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0001, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.80659, "decode.acc_seg": 72.85067, "loss": 0.80659, "time": 0.23095} {"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0001, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.75814, "decode.acc_seg": 74.59502, "loss": 0.75814, "time": 0.22966} {"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0001, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.77659, "decode.acc_seg": 73.38819, "loss": 0.77659, "time": 0.23706} {"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0001, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.79225, "decode.acc_seg": 72.61043, "loss": 0.79225, "time": 0.23196} {"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0001, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.7551, "decode.acc_seg": 74.02378, "loss": 0.7551, "time": 0.23442} {"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0001, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.72152, "decode.acc_seg": 75.03076, "loss": 0.72152, "time": 0.2376} {"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0001, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.72273, "decode.acc_seg": 74.954, "loss": 0.72273, "time": 0.23188} {"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0001, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.74438, "decode.acc_seg": 74.30432, "loss": 0.74438, "time": 0.23113} {"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0001, "memory": 7451, "data_time": 0.01717, "decode.loss_ce": 0.73018, "decode.acc_seg": 74.55453, "loss": 0.73018, "time": 0.23102} {"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0001, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.71556, "decode.acc_seg": 75.29612, "loss": 0.71556, "time": 0.23769} {"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0001, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.71937, "decode.acc_seg": 74.63392, "loss": 0.71937, "time": 0.23029} {"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0001, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.71075, "decode.acc_seg": 75.6597, "loss": 0.71075, "time": 0.23972} {"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0001, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.74551, "decode.acc_seg": 73.75334, "loss": 0.74551, "time": 0.22992} {"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0001, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.7095, "decode.acc_seg": 75.17491, "loss": 0.7095, "time": 0.23075} {"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0001, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.70228, "decode.acc_seg": 75.01656, "loss": 0.70228, "time": 0.23153} {"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0001, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.68947, "decode.acc_seg": 75.9681, "loss": 0.68947, "time": 0.22949} {"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0001, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.68455, "decode.acc_seg": 76.04339, "loss": 0.68455, "time": 0.23036} {"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0001, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.68108, "decode.acc_seg": 76.22045, "loss": 0.68108, "time": 0.23759} {"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0001, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.69553, "decode.acc_seg": 75.61523, "loss": 0.69553, "time": 0.22974} {"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0001, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.7149, "decode.acc_seg": 74.94098, "loss": 0.7149, "time": 0.23107} {"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0001, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.68529, "decode.acc_seg": 76.01694, "loss": 0.68529, "time": 0.23029} {"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0001, "memory": 7451, "data_time": 0.01609, "decode.loss_ce": 0.67097, "decode.acc_seg": 76.54516, "loss": 0.67097, "time": 0.2392} {"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0001, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.68666, "decode.acc_seg": 76.08898, "loss": 0.68666, "time": 0.23156} {"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0001, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.69006, "decode.acc_seg": 76.01992, "loss": 0.69006, "time": 0.23157} {"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0001, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.67676, "decode.acc_seg": 76.33322, "loss": 0.67676, "time": 0.23834} {"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0001, "memory": 7451, "data_time": 0.01697, "decode.loss_ce": 0.68448, "decode.acc_seg": 76.46264, "loss": 0.68448, "time": 0.22979} {"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0001, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.65995, "decode.acc_seg": 76.90606, "loss": 0.65995, "time": 0.22995} {"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0001, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.64109, "decode.acc_seg": 77.12671, "loss": 0.64109, "time": 0.23865} {"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0001, "memory": 7451, "data_time": 0.01611, "decode.loss_ce": 0.65325, "decode.acc_seg": 77.45433, "loss": 0.65325, "time": 0.23157} {"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0001, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.6591, "decode.acc_seg": 76.87688, "loss": 0.6591, "time": 0.23302} {"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0001, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.63744, "decode.acc_seg": 77.11932, "loss": 0.63744, "time": 0.23099} {"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0001, "memory": 7451, "data_time": 0.01708, "decode.loss_ce": 0.67616, "decode.acc_seg": 76.13163, "loss": 0.67616, "time": 0.23102} {"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0001, "memory": 7451, "data_time": 0.01718, "decode.loss_ce": 0.65263, "decode.acc_seg": 76.62736, "loss": 0.65263, "time": 0.23192} {"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0001, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.6262, "decode.acc_seg": 77.5356, "loss": 0.6262, "time": 0.23705} {"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0001, "memory": 7451, "data_time": 0.01728, "decode.loss_ce": 0.64456, "decode.acc_seg": 77.68701, "loss": 0.64456, "time": 0.23134} {"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0001, "memory": 7451, "data_time": 0.01725, "decode.loss_ce": 0.64723, "decode.acc_seg": 76.7218, "loss": 0.64723, "time": 0.23177} {"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0001, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.63151, "decode.acc_seg": 77.42054, "loss": 0.63151, "time": 0.2371} {"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0001, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.61832, "decode.acc_seg": 77.82878, "loss": 0.61832, "time": 0.23013} {"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0001, "memory": 7451, "data_time": 0.01566, "decode.loss_ce": 0.63366, "decode.acc_seg": 77.33031, "loss": 0.63366, "time": 0.23014} {"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0001, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.61672, "decode.acc_seg": 77.95815, "loss": 0.61672, "time": 0.22966} {"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0001, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.61653, "decode.acc_seg": 78.17714, "loss": 0.61653, "time": 0.23954} {"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0001, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.64374, "decode.acc_seg": 77.44799, "loss": 0.64374, "time": 0.22963} {"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0001, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.64495, "decode.acc_seg": 76.82537, "loss": 0.64495, "time": 0.23363} {"mode": "train", "epoch": 1, "iter": 4500, "lr": 9e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.60859, "decode.acc_seg": 78.55866, "loss": 0.60859, "time": 0.23804} {"mode": "train", "epoch": 1, "iter": 4550, "lr": 9e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.61715, "decode.acc_seg": 77.8549, "loss": 0.61715, "time": 0.22964} {"mode": "train", "epoch": 1, "iter": 4600, "lr": 9e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.62451, "decode.acc_seg": 77.41732, "loss": 0.62451, "time": 0.22953} {"mode": "train", "epoch": 1, "iter": 4650, "lr": 9e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.61653, "decode.acc_seg": 78.31891, "loss": 0.61653, "time": 0.23069} {"mode": "train", "epoch": 1, "iter": 4700, "lr": 9e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.60608, "decode.acc_seg": 78.34959, "loss": 0.60608, "time": 0.22871} {"mode": "train", "epoch": 1, "iter": 4750, "lr": 9e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.63312, "decode.acc_seg": 77.07047, "loss": 0.63312, "time": 0.23469} {"mode": "train", "epoch": 1, "iter": 4800, "lr": 9e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.61208, "decode.acc_seg": 78.12066, "loss": 0.61208, "time": 0.23453} {"mode": "train", "epoch": 1, "iter": 4850, "lr": 9e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.60065, "decode.acc_seg": 78.86315, "loss": 0.60065, "time": 0.23031} {"mode": "train", "epoch": 1, "iter": 4900, "lr": 9e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.58763, "decode.acc_seg": 78.5342, "loss": 0.58763, "time": 0.23006} {"mode": "train", "epoch": 1, "iter": 4950, "lr": 9e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.5868, "decode.acc_seg": 79.23485, "loss": 0.5868, "time": 0.23963} {"mode": "train", "epoch": 1, "iter": 5000, "lr": 9e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.57978, "decode.acc_seg": 79.11415, "loss": 0.57978, "time": 0.23078} {"mode": "train", "epoch": 1, "iter": 5050, "lr": 9e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.57246, "decode.acc_seg": 79.07815, "loss": 0.57246, "time": 0.22962} {"mode": "train", "epoch": 1, "iter": 5100, "lr": 9e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.60889, "decode.acc_seg": 78.16789, "loss": 0.60889, "time": 0.23674} {"mode": "train", "epoch": 1, "iter": 5150, "lr": 9e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.58354, "decode.acc_seg": 79.23399, "loss": 0.58354, "time": 0.23617} {"mode": "train", "epoch": 1, "iter": 5200, "lr": 9e-05, "memory": 7451, "data_time": 0.0171, "decode.loss_ce": 0.57262, "decode.acc_seg": 79.37891, "loss": 0.57262, "time": 0.22981} {"mode": "train", "epoch": 1, "iter": 5250, "lr": 9e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.57174, "decode.acc_seg": 79.38577, "loss": 0.57174, "time": 0.24278} {"mode": "train", "epoch": 1, "iter": 5300, "lr": 9e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.59516, "decode.acc_seg": 78.46625, "loss": 0.59516, "time": 0.22966} {"mode": "train", "epoch": 1, "iter": 5350, "lr": 9e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.57845, "decode.acc_seg": 79.2367, "loss": 0.57845, "time": 0.22853} {"mode": "train", "epoch": 1, "iter": 5400, "lr": 9e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.57074, "decode.acc_seg": 79.01788, "loss": 0.57074, "time": 0.22937} {"mode": "train", "epoch": 1, "iter": 5450, "lr": 9e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.57559, "decode.acc_seg": 78.93531, "loss": 0.57559, "time": 0.2284} {"mode": "train", "epoch": 1, "iter": 5500, "lr": 9e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.54847, "decode.acc_seg": 79.84896, "loss": 0.54847, "time": 0.23027} {"mode": "train", "epoch": 1, "iter": 5550, "lr": 9e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.55661, "decode.acc_seg": 79.71077, "loss": 0.55661, "time": 0.24205} {"mode": "train", "epoch": 1, "iter": 5600, "lr": 9e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.57053, "decode.acc_seg": 79.35061, "loss": 0.57053, "time": 0.22952} {"mode": "train", "epoch": 1, "iter": 5650, "lr": 9e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.56956, "decode.acc_seg": 79.11634, "loss": 0.56956, "time": 0.22968} {"mode": "train", "epoch": 1, "iter": 5700, "lr": 9e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.57202, "decode.acc_seg": 79.47891, "loss": 0.57202, "time": 0.23171} {"mode": "train", "epoch": 1, "iter": 5750, "lr": 9e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.55255, "decode.acc_seg": 79.76576, "loss": 0.55255, "time": 0.23933} {"mode": "train", "epoch": 1, "iter": 5800, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.58388, "decode.acc_seg": 78.79373, "loss": 0.58388, "time": 0.22952} {"mode": "train", "epoch": 1, "iter": 5850, "lr": 9e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.56253, "decode.acc_seg": 79.72021, "loss": 0.56253, "time": 0.23078} {"mode": "train", "epoch": 1, "iter": 5900, "lr": 9e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.55249, "decode.acc_seg": 79.96255, "loss": 0.55249, "time": 0.24373} {"mode": "train", "epoch": 1, "iter": 5950, "lr": 9e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.55034, "decode.acc_seg": 80.11668, "loss": 0.55034, "time": 0.23001} {"mode": "train", "epoch": 1, "iter": 6000, "lr": 9e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.55814, "decode.acc_seg": 79.72893, "loss": 0.55814, "time": 0.23122} {"mode": "train", "epoch": 1, "iter": 6050, "lr": 9e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.56116, "decode.acc_seg": 80.01057, "loss": 0.56116, "time": 0.24257} {"mode": "train", "epoch": 1, "iter": 6100, "lr": 9e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.54733, "decode.acc_seg": 80.18661, "loss": 0.54733, "time": 0.23005} {"mode": "train", "epoch": 1, "iter": 6150, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.54869, "decode.acc_seg": 80.04785, "loss": 0.54869, "time": 0.22993} {"mode": "train", "epoch": 1, "iter": 6200, "lr": 9e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.54469, "decode.acc_seg": 80.42826, "loss": 0.54469, "time": 0.22915} {"mode": "train", "epoch": 1, "iter": 6250, "lr": 9e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.52815, "decode.acc_seg": 80.68016, "loss": 0.52815, "time": 0.22883} {"mode": "train", "epoch": 1, "iter": 6300, "lr": 9e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.53953, "decode.acc_seg": 79.98607, "loss": 0.53953, "time": 0.22955} {"mode": "train", "epoch": 1, "iter": 6350, "lr": 9e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.53518, "decode.acc_seg": 80.24173, "loss": 0.53518, "time": 0.24196} {"mode": "train", "epoch": 1, "iter": 6400, "lr": 9e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.54906, "decode.acc_seg": 80.18871, "loss": 0.54906, "time": 0.22999} {"mode": "train", "epoch": 1, "iter": 6450, "lr": 9e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.54002, "decode.acc_seg": 80.41162, "loss": 0.54002, "time": 0.22888} {"mode": "train", "epoch": 1, "iter": 6500, "lr": 9e-05, "memory": 7451, "data_time": 0.01737, "decode.loss_ce": 0.55175, "decode.acc_seg": 79.86916, "loss": 0.55175, "time": 0.24571} {"mode": "train", "epoch": 1, "iter": 6550, "lr": 9e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.52842, "decode.acc_seg": 80.6852, "loss": 0.52842, "time": 0.22972} {"mode": "train", "epoch": 1, "iter": 6600, "lr": 9e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.52955, "decode.acc_seg": 80.66443, "loss": 0.52955, "time": 0.22883} {"mode": "train", "epoch": 1, "iter": 6650, "lr": 9e-05, "memory": 7451, "data_time": 0.01754, "decode.loss_ce": 0.53682, "decode.acc_seg": 80.41555, "loss": 0.53682, "time": 0.22981} {"mode": "train", "epoch": 1, "iter": 6700, "lr": 9e-05, "memory": 7451, "data_time": 0.01729, "decode.loss_ce": 0.53966, "decode.acc_seg": 80.49985, "loss": 0.53966, "time": 0.24249} {"mode": "train", "epoch": 1, "iter": 6750, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.54005, "decode.acc_seg": 80.75714, "loss": 0.54005, "time": 0.22945} {"mode": "train", "epoch": 1, "iter": 6800, "lr": 9e-05, "memory": 7451, "data_time": 0.0156, "decode.loss_ce": 0.51718, "decode.acc_seg": 80.95333, "loss": 0.51718, "time": 0.23467} {"mode": "train", "epoch": 1, "iter": 6850, "lr": 9e-05, "memory": 7451, "data_time": 0.01859, "decode.loss_ce": 0.51053, "decode.acc_seg": 81.37909, "loss": 0.51053, "time": 0.23254} {"mode": "train", "epoch": 1, "iter": 6900, "lr": 9e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.52301, "decode.acc_seg": 80.8894, "loss": 0.52301, "time": 0.22831} {"mode": "train", "epoch": 1, "iter": 6950, "lr": 9e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.52682, "decode.acc_seg": 80.55921, "loss": 0.52682, "time": 0.22733} {"mode": "train", "epoch": 1, "iter": 7000, "lr": 9e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.53967, "decode.acc_seg": 80.56755, "loss": 0.53967, "time": 0.22933} {"mode": "train", "epoch": 1, "iter": 7050, "lr": 9e-05, "memory": 7451, "data_time": 0.01556, "decode.loss_ce": 0.511, "decode.acc_seg": 81.17325, "loss": 0.511, "time": 0.23037} {"mode": "train", "epoch": 1, "iter": 7100, "lr": 9e-05, "memory": 7451, "data_time": 0.01559, "decode.loss_ce": 0.50987, "decode.acc_seg": 81.43142, "loss": 0.50987, "time": 0.23865} {"mode": "train", "epoch": 1, "iter": 7150, "lr": 9e-05, "memory": 7451, "data_time": 0.01583, "decode.loss_ce": 0.49304, "decode.acc_seg": 81.92775, "loss": 0.49304, "time": 0.22956} {"mode": "train", "epoch": 1, "iter": 7200, "lr": 9e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.49102, "decode.acc_seg": 81.88572, "loss": 0.49102, "time": 0.22628} {"mode": "train", "epoch": 1, "iter": 7250, "lr": 9e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.50323, "decode.acc_seg": 81.48814, "loss": 0.50323, "time": 0.22824} {"mode": "train", "epoch": 1, "iter": 7300, "lr": 9e-05, "memory": 7451, "data_time": 0.01578, "decode.loss_ce": 0.50465, "decode.acc_seg": 81.27228, "loss": 0.50465, "time": 0.2401} {"mode": "train", "epoch": 1, "iter": 7350, "lr": 9e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.47931, "decode.acc_seg": 82.50847, "loss": 0.47931, "time": 0.22844} {"mode": "train", "epoch": 1, "iter": 7400, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.49852, "decode.acc_seg": 81.50078, "loss": 0.49852, "time": 0.22859} {"mode": "train", "epoch": 1, "iter": 7450, "lr": 9e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.50432, "decode.acc_seg": 81.4364, "loss": 0.50432, "time": 0.24074} {"mode": "train", "epoch": 1, "iter": 7500, "lr": 9e-05, "memory": 7451, "data_time": 0.01722, "decode.loss_ce": 0.51621, "decode.acc_seg": 81.31719, "loss": 0.51621, "time": 0.23356} {"mode": "train", "epoch": 1, "iter": 7550, "lr": 9e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.52643, "decode.acc_seg": 80.90507, "loss": 0.52643, "time": 0.22928} {"mode": "train", "epoch": 1, "iter": 7600, "lr": 9e-05, "memory": 7451, "data_time": 0.01719, "decode.loss_ce": 0.50613, "decode.acc_seg": 81.30731, "loss": 0.50613, "time": 0.24007} {"mode": "train", "epoch": 1, "iter": 7650, "lr": 9e-05, "memory": 7451, "data_time": 0.01745, "decode.loss_ce": 0.512, "decode.acc_seg": 81.25811, "loss": 0.512, "time": 0.22908} {"mode": "train", "epoch": 1, "iter": 7700, "lr": 9e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.54045, "decode.acc_seg": 80.82033, "loss": 0.54045, "time": 0.22932} {"mode": "train", "epoch": 1, "iter": 7750, "lr": 9e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.50247, "decode.acc_seg": 81.5271, "loss": 0.50247, "time": 0.22916} {"mode": "train", "epoch": 1, "iter": 7800, "lr": 9e-05, "memory": 7451, "data_time": 0.01592, "decode.loss_ce": 0.50927, "decode.acc_seg": 81.2875, "loss": 0.50927, "time": 0.22912} {"mode": "train", "epoch": 1, "iter": 7850, "lr": 9e-05, "memory": 7451, "data_time": 0.01608, "decode.loss_ce": 0.49392, "decode.acc_seg": 81.75906, "loss": 0.49392, "time": 0.22975} {"mode": "train", "epoch": 1, "iter": 7900, "lr": 9e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.50474, "decode.acc_seg": 81.58371, "loss": 0.50474, "time": 0.24136} {"mode": "train", "epoch": 1, "iter": 7950, "lr": 9e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.5005, "decode.acc_seg": 81.59171, "loss": 0.5005, "time": 0.23122} {"mode": "train", "epoch": 1, "iter": 8000, "lr": 9e-05, "memory": 7451, "data_time": 0.01743, "decode.loss_ce": 0.51497, "decode.acc_seg": 80.84743, "loss": 0.51497, "time": 0.24321} {"mode": "val", "epoch": 1, "iter": 250, "lr": 9e-05, "aAcc": 0.7866, "mIoU": 0.3995, "mAcc": 0.5358, "IoU.wall": 0.728, "IoU.building": 0.7556, "IoU.sky": 0.9288, "IoU.floor": 0.7655, "IoU.tree": 0.7092, "IoU.ceiling": 0.8002, "IoU.road": 0.7652, "IoU.bed ": 0.8429, "IoU.windowpane": 0.5562, "IoU.grass": 0.6705, "IoU.cabinet": 0.5283, "IoU.sidewalk": 0.5783, "IoU.person": 0.7631, "IoU.earth": 0.2849, "IoU.door": 0.3904, "IoU.table": 0.4986, "IoU.mountain": 0.5649, "IoU.plant": 0.4779, "IoU.curtain": 0.6434, "IoU.chair": 0.5015, "IoU.car": 0.8059, "IoU.water": 0.4788, "IoU.painting": 0.6547, "IoU.sofa": 0.5712, "IoU.shelf": 0.3827, "IoU.house": 0.3282, "IoU.sea": 0.5434, "IoU.mirror": 0.5486, "IoU.rug": 0.49, "IoU.field": 0.2674, "IoU.armchair": 0.3248, "IoU.seat": 0.5634, "IoU.fence": 0.3661, "IoU.desk": 0.3785, "IoU.rock": 0.4067, "IoU.wardrobe": 0.4341, "IoU.lamp": 0.5052, "IoU.bathtub": 0.6444, "IoU.railing": 0.2772, "IoU.cushion": 0.4898, "IoU.base": 0.2255, "IoU.box": 0.1676, "IoU.column": 0.4029, "IoU.signboard": 0.3012, "IoU.chest of drawers": 0.3783, "IoU.counter": 0.1792, "IoU.sand": 0.3647, "IoU.sink": 0.6117, "IoU.skyscraper": 0.3778, "IoU.fireplace": 0.6124, "IoU.refrigerator": 0.5563, "IoU.grandstand": 0.4112, "IoU.path": 0.1861, "IoU.stairs": 0.3359, "IoU.runway": 0.6637, "IoU.case": 0.5196, "IoU.pool table": 0.8942, "IoU.pillow": 0.4451, "IoU.screen door": 0.5652, "IoU.stairway": 0.3415, "IoU.river": 0.1009, "IoU.bridge": 0.3396, "IoU.bookcase": 0.2739, "IoU.blind": 0.288, "IoU.coffee table": 0.5024, "IoU.toilet": 0.7458, "IoU.flower": 0.3459, "IoU.book": 0.3678, "IoU.hill": 0.0734, "IoU.bench": 0.3618, "IoU.countertop": 0.4493, "IoU.stove": 0.6148, "IoU.palm": 0.4455, "IoU.kitchen island": 0.2629, "IoU.computer": 0.6488, "IoU.swivel chair": 0.3265, "IoU.boat": 0.5642, "IoU.bar": 0.3111, "IoU.arcade machine": 0.3811, "IoU.hovel": 0.3314, "IoU.bus": 0.8009, "IoU.towel": 0.4549, "IoU.light": 0.2859, "IoU.truck": 0.3219, "IoU.tower": 0.3086, "IoU.chandelier": 0.5825, "IoU.awning": 0.1521, "IoU.streetlight": 0.1521, "IoU.booth": 0.316, "IoU.television receiver": 0.5231, "IoU.airplane": 0.4452, "IoU.dirt track": 0.0185, "IoU.apparel": 0.3185, "IoU.pole": 0.1195, "IoU.land": 0.0292, "IoU.bannister": 0.0992, "IoU.escalator": 0.2091, "IoU.ottoman": 0.3193, "IoU.bottle": 0.1862, "IoU.buffet": 0.3526, "IoU.poster": 0.1545, "IoU.stage": 0.0841, "IoU.van": 0.3006, "IoU.ship": 0.5169, "IoU.fountain": 0.1723, "IoU.conveyer belt": 0.5971, "IoU.canopy": 0.2265, "IoU.washer": 0.6756, "IoU.plaything": 0.155, "IoU.swimming pool": 0.4211, "IoU.stool": 0.2354, "IoU.barrel": 0.2883, "IoU.basket": 0.2331, "IoU.waterfall": 0.4783, "IoU.tent": 0.6582, "IoU.bag": 0.0335, "IoU.minibike": 0.5985, "IoU.cradle": 0.7068, "IoU.oven": 0.2676, "IoU.ball": 0.3749, "IoU.food": 0.5038, "IoU.step": 0.0169, "IoU.tank": 0.3773, "IoU.trade name": 0.0956, "IoU.microwave": 0.6405, "IoU.pot": 0.2702, "IoU.animal": 0.5078, "IoU.bicycle": 0.4996, "IoU.lake": 0.0055, "IoU.dishwasher": 0.5203, "IoU.screen": 0.5274, "IoU.blanket": 0.0344, "IoU.sculpture": 0.3611, "IoU.hood": 0.3994, "IoU.sconce": 0.0989, "IoU.vase": 0.2522, "IoU.traffic light": 0.1854, "IoU.tray": 0.0077, "IoU.ashcan": 0.3046, "IoU.fan": 0.4142, "IoU.pier": 0.1299, "IoU.crt screen": 0.0, "IoU.plate": 0.4121, "IoU.monitor": 0.4321, "IoU.bulletin board": 0.2355, "IoU.shower": 0.0, "IoU.radiator": 0.4507, "IoU.glass": 0.0916, "IoU.clock": 0.167, "IoU.flag": 0.3137, "Acc.wall": 0.8501, "Acc.building": 0.8227, "Acc.sky": 0.9649, "Acc.floor": 0.8821, "Acc.tree": 0.8948, "Acc.ceiling": 0.8951, "Acc.road": 0.8197, "Acc.bed ": 0.9404, "Acc.windowpane": 0.743, "Acc.grass": 0.8669, "Acc.cabinet": 0.6384, "Acc.sidewalk": 0.7843, "Acc.person": 0.926, "Acc.earth": 0.3632, "Acc.door": 0.5043, "Acc.table": 0.6954, "Acc.mountain": 0.6906, "Acc.plant": 0.6261, "Acc.curtain": 0.8637, "Acc.chair": 0.6786, "Acc.car": 0.9098, "Acc.water": 0.6598, "Acc.painting": 0.8173, "Acc.sofa": 0.7686, "Acc.shelf": 0.5647, "Acc.house": 0.8671, "Acc.sea": 0.6698, "Acc.mirror": 0.6086, "Acc.rug": 0.5873, "Acc.field": 0.3721, "Acc.armchair": 0.4823, "Acc.seat": 0.7181, "Acc.fence": 0.5053, "Acc.desk": 0.61, "Acc.rock": 0.6345, "Acc.wardrobe": 0.609, "Acc.lamp": 0.7294, "Acc.bathtub": 0.8135, "Acc.railing": 0.4686, "Acc.cushion": 0.6181, "Acc.base": 0.3501, "Acc.box": 0.2545, "Acc.column": 0.6252, "Acc.signboard": 0.3781, "Acc.chest of drawers": 0.5413, "Acc.counter": 0.2181, "Acc.sand": 0.4267, "Acc.sink": 0.731, "Acc.skyscraper": 0.9204, "Acc.fireplace": 0.8767, "Acc.refrigerator": 0.7991, "Acc.grandstand": 0.4855, "Acc.path": 0.3806, "Acc.stairs": 0.4072, "Acc.runway": 0.8727, "Acc.case": 0.5941, "Acc.pool table": 0.9571, "Acc.pillow": 0.5235, "Acc.screen door": 0.6217, "Acc.stairway": 0.4403, "Acc.river": 0.3106, "Acc.bridge": 0.6566, "Acc.bookcase": 0.4161, "Acc.blind": 0.3281, "Acc.coffee table": 0.7264, "Acc.toilet": 0.8653, "Acc.flower": 0.4542, "Acc.book": 0.6799, "Acc.hill": 0.1131, "Acc.bench": 0.4646, "Acc.countertop": 0.5127, "Acc.stove": 0.7896, "Acc.palm": 0.697, "Acc.kitchen island": 0.6236, "Acc.computer": 0.8502, "Acc.swivel chair": 0.4456, "Acc.boat": 0.7948, "Acc.bar": 0.3935, "Acc.arcade machine": 0.5693, "Acc.hovel": 0.519, "Acc.bus": 0.927, "Acc.towel": 0.5404, "Acc.light": 0.3087, "Acc.truck": 0.4546, "Acc.tower": 0.5681, "Acc.chandelier": 0.7633, "Acc.awning": 0.1979, "Acc.streetlight": 0.2077, "Acc.booth": 0.3649, "Acc.television receiver": 0.7458, "Acc.airplane": 0.5285, "Acc.dirt track": 0.0488, "Acc.apparel": 0.568, "Acc.pole": 0.1563, "Acc.land": 0.0347, "Acc.bannister": 0.1569, "Acc.escalator": 0.2281, "Acc.ottoman": 0.372, "Acc.bottle": 0.2409, "Acc.buffet": 0.3768, "Acc.poster": 0.1716, "Acc.stage": 0.2315, "Acc.van": 0.3483, "Acc.ship": 0.6097, "Acc.fountain": 0.1958, "Acc.conveyer belt": 0.91, "Acc.canopy": 0.4309, "Acc.washer": 0.6899, "Acc.plaything": 0.386, "Acc.swimming pool": 0.8146, "Acc.stool": 0.3528, "Acc.barrel": 0.6509, "Acc.basket": 0.3156, "Acc.waterfall": 0.9687, "Acc.tent": 0.9859, "Acc.bag": 0.0342, "Acc.minibike": 0.781, "Acc.cradle": 0.9817, "Acc.oven": 0.4576, "Acc.ball": 0.6355, "Acc.food": 0.6807, "Acc.step": 0.0174, "Acc.tank": 0.4452, "Acc.trade name": 0.0988, "Acc.microwave": 0.6778, "Acc.pot": 0.331, "Acc.animal": 0.5561, "Acc.bicycle": 0.6966, "Acc.lake": 0.0069, "Acc.dishwasher": 0.6787, "Acc.screen": 0.8729, "Acc.blanket": 0.0414, "Acc.sculpture": 0.5468, "Acc.hood": 0.4707, "Acc.sconce": 0.1055, "Acc.vase": 0.3862, "Acc.traffic light": 0.2565, "Acc.tray": 0.0097, "Acc.ashcan": 0.4278, "Acc.fan": 0.4858, "Acc.pier": 0.2226, "Acc.crt screen": 0.0, "Acc.plate": 0.576, "Acc.monitor": 0.5477, "Acc.bulletin board": 0.2476, "Acc.shower": 0.0, "Acc.radiator": 0.4915, "Acc.glass": 0.0948, "Acc.clock": 0.2134, "Acc.flag": 0.3673} {"mode": "train", "epoch": 1, "iter": 8050, "lr": 9e-05, "memory": 7451, "data_time": 0.82002, "decode.loss_ce": 0.49065, "decode.acc_seg": 81.91566, "loss": 0.49065, "time": 1.04952} {"mode": "train", "epoch": 1, "iter": 8100, "lr": 9e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.49106, "decode.acc_seg": 81.69326, "loss": 0.49106, "time": 0.23172} {"mode": "train", "epoch": 1, "iter": 8150, "lr": 9e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.49047, "decode.acc_seg": 81.8597, "loss": 0.49047, "time": 0.23542} {"mode": "train", "epoch": 1, "iter": 8200, "lr": 9e-05, "memory": 7451, "data_time": 0.01719, "decode.loss_ce": 0.49111, "decode.acc_seg": 81.80406, "loss": 0.49111, "time": 0.23895} {"mode": "train", "epoch": 1, "iter": 8250, "lr": 9e-05, "memory": 7451, "data_time": 0.01739, "decode.loss_ce": 0.50014, "decode.acc_seg": 81.67558, "loss": 0.50014, "time": 0.23147} {"mode": "train", "epoch": 1, "iter": 8300, "lr": 9e-05, "memory": 7451, "data_time": 0.01744, "decode.loss_ce": 0.48336, "decode.acc_seg": 82.11954, "loss": 0.48336, "time": 0.234} {"mode": "train", "epoch": 1, "iter": 8350, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.49199, "decode.acc_seg": 81.75593, "loss": 0.49199, "time": 0.24104} {"mode": "train", "epoch": 1, "iter": 8400, "lr": 9e-05, "memory": 7451, "data_time": 0.0177, "decode.loss_ce": 0.47272, "decode.acc_seg": 82.59375, "loss": 0.47272, "time": 0.23675} {"mode": "train", "epoch": 1, "iter": 8450, "lr": 9e-05, "memory": 7451, "data_time": 0.01751, "decode.loss_ce": 0.47372, "decode.acc_seg": 82.06408, "loss": 0.47372, "time": 0.23444} {"mode": "train", "epoch": 1, "iter": 8500, "lr": 9e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.48548, "decode.acc_seg": 81.89677, "loss": 0.48548, "time": 0.24131} {"mode": "train", "epoch": 1, "iter": 8550, "lr": 9e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.48044, "decode.acc_seg": 82.33935, "loss": 0.48044, "time": 0.23899} {"mode": "train", "epoch": 1, "iter": 8600, "lr": 9e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.49295, "decode.acc_seg": 82.05482, "loss": 0.49295, "time": 0.23464} {"mode": "train", "epoch": 1, "iter": 8650, "lr": 9e-05, "memory": 7451, "data_time": 0.01744, "decode.loss_ce": 0.46322, "decode.acc_seg": 82.66598, "loss": 0.46322, "time": 0.23529} {"mode": "train", "epoch": 1, "iter": 8700, "lr": 9e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.47683, "decode.acc_seg": 82.00512, "loss": 0.47683, "time": 0.24281} {"mode": "train", "epoch": 1, "iter": 8750, "lr": 9e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.46617, "decode.acc_seg": 82.67945, "loss": 0.46617, "time": 0.23444} {"mode": "train", "epoch": 1, "iter": 8800, "lr": 9e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.46505, "decode.acc_seg": 83.03883, "loss": 0.46505, "time": 0.23432} {"mode": "train", "epoch": 1, "iter": 8850, "lr": 9e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.46583, "decode.acc_seg": 82.87385, "loss": 0.46583, "time": 0.24396} {"mode": "train", "epoch": 1, "iter": 8900, "lr": 9e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.48637, "decode.acc_seg": 82.19059, "loss": 0.48637, "time": 0.23233} {"mode": "train", "epoch": 1, "iter": 8950, "lr": 9e-05, "memory": 7451, "data_time": 0.01594, "decode.loss_ce": 0.48165, "decode.acc_seg": 81.95427, "loss": 0.48165, "time": 0.23174} {"mode": "train", "epoch": 1, "iter": 9000, "lr": 9e-05, "memory": 7451, "data_time": 0.01515, "decode.loss_ce": 0.45962, "decode.acc_seg": 82.90858, "loss": 0.45962, "time": 0.23803} {"mode": "train", "epoch": 1, "iter": 9050, "lr": 9e-05, "memory": 7451, "data_time": 0.01556, "decode.loss_ce": 0.49261, "decode.acc_seg": 81.99157, "loss": 0.49261, "time": 0.2343} {"mode": "train", "epoch": 1, "iter": 9100, "lr": 9e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.45486, "decode.acc_seg": 83.08068, "loss": 0.45486, "time": 0.23491} {"mode": "train", "epoch": 1, "iter": 9150, "lr": 9e-05, "memory": 7451, "data_time": 0.01714, "decode.loss_ce": 0.48451, "decode.acc_seg": 82.00367, "loss": 0.48451, "time": 0.24057} {"mode": "train", "epoch": 1, "iter": 9200, "lr": 9e-05, "memory": 7451, "data_time": 0.01723, "decode.loss_ce": 0.47209, "decode.acc_seg": 82.47192, "loss": 0.47209, "time": 0.23672} {"mode": "train", "epoch": 1, "iter": 9250, "lr": 9e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.45404, "decode.acc_seg": 83.02872, "loss": 0.45404, "time": 0.23255} {"mode": "train", "epoch": 1, "iter": 9300, "lr": 9e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.47126, "decode.acc_seg": 82.72716, "loss": 0.47126, "time": 0.24296} {"mode": "train", "epoch": 1, "iter": 9350, "lr": 9e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.45174, "decode.acc_seg": 82.866, "loss": 0.45174, "time": 0.2321} {"mode": "train", "epoch": 1, "iter": 9400, "lr": 9e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.47947, "decode.acc_seg": 82.19278, "loss": 0.47947, "time": 0.23267} {"mode": "train", "epoch": 1, "iter": 9450, "lr": 9e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.46436, "decode.acc_seg": 82.72261, "loss": 0.46436, "time": 0.23135} {"mode": "train", "epoch": 1, "iter": 9500, "lr": 9e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.46531, "decode.acc_seg": 83.01226, "loss": 0.46531, "time": 0.24149} {"mode": "train", "epoch": 1, "iter": 9550, "lr": 9e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.43621, "decode.acc_seg": 83.67883, "loss": 0.43621, "time": 0.23177} {"mode": "train", "epoch": 1, "iter": 9600, "lr": 9e-05, "memory": 7451, "data_time": 0.01714, "decode.loss_ce": 0.47195, "decode.acc_seg": 82.54041, "loss": 0.47195, "time": 0.24112} {"mode": "train", "epoch": 1, "iter": 9650, "lr": 9e-05, "memory": 7451, "data_time": 0.01727, "decode.loss_ce": 0.44317, "decode.acc_seg": 83.6135, "loss": 0.44317, "time": 0.23548} {"mode": "train", "epoch": 1, "iter": 9700, "lr": 9e-05, "memory": 7451, "data_time": 0.01599, "decode.loss_ce": 0.48167, "decode.acc_seg": 82.2797, "loss": 0.48167, "time": 0.23321} {"mode": "train", "epoch": 1, "iter": 9750, "lr": 9e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.46974, "decode.acc_seg": 82.81403, "loss": 0.46974, "time": 0.23452} {"mode": "train", "epoch": 1, "iter": 9800, "lr": 9e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.46553, "decode.acc_seg": 82.74695, "loss": 0.46553, "time": 0.23788} {"mode": "train", "epoch": 1, "iter": 9850, "lr": 9e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.44931, "decode.acc_seg": 83.18957, "loss": 0.44931, "time": 0.23298} {"mode": "train", "epoch": 1, "iter": 9900, "lr": 9e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.44658, "decode.acc_seg": 83.526, "loss": 0.44658, "time": 0.23674} {"mode": "train", "epoch": 1, "iter": 9950, "lr": 9e-05, "memory": 7451, "data_time": 0.01614, "decode.loss_ce": 0.44299, "decode.acc_seg": 83.37669, "loss": 0.44299, "time": 0.23863} {"mode": "train", "epoch": 1, "iter": 10000, "lr": 9e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.44472, "decode.acc_seg": 83.3346, "loss": 0.44472, "time": 0.23343} {"mode": "train", "epoch": 1, "iter": 10050, "lr": 9e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.44604, "decode.acc_seg": 83.38404, "loss": 0.44604, "time": 0.2356} {"mode": "train", "epoch": 1, "iter": 10100, "lr": 9e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.43668, "decode.acc_seg": 83.7881, "loss": 0.43668, "time": 0.24392} {"mode": "train", "epoch": 1, "iter": 10150, "lr": 9e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.45998, "decode.acc_seg": 82.83876, "loss": 0.45998, "time": 0.23257} {"mode": "train", "epoch": 1, "iter": 10200, "lr": 9e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.46619, "decode.acc_seg": 82.9318, "loss": 0.46619, "time": 0.23162} {"mode": "train", "epoch": 1, "iter": 10250, "lr": 9e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.44196, "decode.acc_seg": 83.37881, "loss": 0.44196, "time": 0.2432} {"mode": "train", "epoch": 1, "iter": 10300, "lr": 9e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.4365, "decode.acc_seg": 83.90118, "loss": 0.4365, "time": 0.23554} {"mode": "train", "epoch": 1, "iter": 10350, "lr": 9e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.43449, "decode.acc_seg": 83.81473, "loss": 0.43449, "time": 0.23341} {"mode": "train", "epoch": 1, "iter": 10400, "lr": 9e-05, "memory": 7451, "data_time": 0.01614, "decode.loss_ce": 0.43414, "decode.acc_seg": 83.93579, "loss": 0.43414, "time": 0.24682} {"mode": "train", "epoch": 1, "iter": 10450, "lr": 9e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.43534, "decode.acc_seg": 83.50849, "loss": 0.43534, "time": 0.23245} {"mode": "train", "epoch": 1, "iter": 10500, "lr": 9e-05, "memory": 7451, "data_time": 0.01612, "decode.loss_ce": 0.43453, "decode.acc_seg": 83.71946, "loss": 0.43453, "time": 0.23406} {"mode": "train", "epoch": 1, "iter": 10550, "lr": 9e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.4179, "decode.acc_seg": 84.51545, "loss": 0.4179, "time": 0.23614} {"mode": "train", "epoch": 1, "iter": 10600, "lr": 9e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.44062, "decode.acc_seg": 83.57947, "loss": 0.44062, "time": 0.23236} {"mode": "train", "epoch": 1, "iter": 10650, "lr": 9e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.44784, "decode.acc_seg": 83.24628, "loss": 0.44784, "time": 0.23148} {"mode": "train", "epoch": 1, "iter": 10700, "lr": 9e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.43211, "decode.acc_seg": 83.57047, "loss": 0.43211, "time": 0.24374} {"mode": "train", "epoch": 1, "iter": 10750, "lr": 9e-05, "memory": 7451, "data_time": 0.01533, "decode.loss_ce": 0.42659, "decode.acc_seg": 84.19345, "loss": 0.42659, "time": 0.23518} {"mode": "train", "epoch": 1, "iter": 10800, "lr": 9e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.42883, "decode.acc_seg": 83.87998, "loss": 0.42883, "time": 0.235} {"mode": "train", "epoch": 1, "iter": 10850, "lr": 9e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.42656, "decode.acc_seg": 83.82155, "loss": 0.42656, "time": 0.24325} {"mode": "train", "epoch": 1, "iter": 10900, "lr": 9e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.42242, "decode.acc_seg": 84.30816, "loss": 0.42242, "time": 0.24141} {"mode": "train", "epoch": 1, "iter": 10950, "lr": 9e-05, "memory": 7451, "data_time": 0.01689, "decode.loss_ce": 0.43442, "decode.acc_seg": 83.67642, "loss": 0.43442, "time": 0.23427} {"mode": "train", "epoch": 1, "iter": 11000, "lr": 9e-05, "memory": 7451, "data_time": 0.01731, "decode.loss_ce": 0.42501, "decode.acc_seg": 84.03659, "loss": 0.42501, "time": 0.23639} {"mode": "train", "epoch": 1, "iter": 11050, "lr": 9e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.42945, "decode.acc_seg": 84.19169, "loss": 0.42945, "time": 0.24793} {"mode": "train", "epoch": 1, "iter": 11100, "lr": 9e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.42007, "decode.acc_seg": 84.21825, "loss": 0.42007, "time": 0.23388} {"mode": "train", "epoch": 1, "iter": 11150, "lr": 9e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.4198, "decode.acc_seg": 84.35444, "loss": 0.4198, "time": 0.23195} {"mode": "train", "epoch": 1, "iter": 11200, "lr": 9e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.42217, "decode.acc_seg": 84.18632, "loss": 0.42217, "time": 0.24663} {"mode": "train", "epoch": 1, "iter": 11250, "lr": 9e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.42448, "decode.acc_seg": 83.96896, "loss": 0.42448, "time": 0.23379} {"mode": "train", "epoch": 1, "iter": 11300, "lr": 9e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.42972, "decode.acc_seg": 83.92232, "loss": 0.42972, "time": 0.2311} {"mode": "train", "epoch": 1, "iter": 11350, "lr": 9e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.42264, "decode.acc_seg": 84.14441, "loss": 0.42264, "time": 0.23427} {"mode": "train", "epoch": 1, "iter": 11400, "lr": 9e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.42419, "decode.acc_seg": 84.18774, "loss": 0.42419, "time": 0.23219} {"mode": "train", "epoch": 1, "iter": 11450, "lr": 9e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.42549, "decode.acc_seg": 84.27116, "loss": 0.42549, "time": 0.23119} {"mode": "train", "epoch": 1, "iter": 11500, "lr": 9e-05, "memory": 7451, "data_time": 0.01616, "decode.loss_ce": 0.41781, "decode.acc_seg": 83.94582, "loss": 0.41781, "time": 0.24349} {"mode": "train", "epoch": 1, "iter": 11550, "lr": 9e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.42401, "decode.acc_seg": 84.23182, "loss": 0.42401, "time": 0.23525} {"mode": "train", "epoch": 1, "iter": 11600, "lr": 9e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.42594, "decode.acc_seg": 84.06239, "loss": 0.42594, "time": 0.23414} {"mode": "train", "epoch": 1, "iter": 11650, "lr": 9e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.43271, "decode.acc_seg": 83.95995, "loss": 0.43271, "time": 0.24711} {"mode": "train", "epoch": 1, "iter": 11700, "lr": 9e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.41468, "decode.acc_seg": 84.43746, "loss": 0.41468, "time": 0.23342} {"mode": "train", "epoch": 1, "iter": 11750, "lr": 9e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.39892, "decode.acc_seg": 84.86448, "loss": 0.39892, "time": 0.23489} {"mode": "train", "epoch": 1, "iter": 11800, "lr": 9e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.39941, "decode.acc_seg": 84.88781, "loss": 0.39941, "time": 0.233} {"mode": "train", "epoch": 1, "iter": 11850, "lr": 9e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.40812, "decode.acc_seg": 84.69361, "loss": 0.40812, "time": 0.24696} {"mode": "train", "epoch": 1, "iter": 11900, "lr": 9e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.42061, "decode.acc_seg": 84.23955, "loss": 0.42061, "time": 0.23385} {"mode": "train", "epoch": 1, "iter": 11950, "lr": 9e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.40777, "decode.acc_seg": 84.62683, "loss": 0.40777, "time": 0.24246} {"mode": "train", "epoch": 1, "iter": 12000, "lr": 9e-05, "memory": 7451, "data_time": 0.01608, "decode.loss_ce": 0.40396, "decode.acc_seg": 84.81948, "loss": 0.40396, "time": 0.23672} {"mode": "train", "epoch": 1, "iter": 12050, "lr": 9e-05, "memory": 7451, "data_time": 0.01503, "decode.loss_ce": 0.40712, "decode.acc_seg": 85.03658, "loss": 0.40712, "time": 0.23168} {"mode": "train", "epoch": 1, "iter": 12100, "lr": 9e-05, "memory": 7451, "data_time": 0.01738, "decode.loss_ce": 0.40774, "decode.acc_seg": 84.66627, "loss": 0.40774, "time": 0.23369} {"mode": "train", "epoch": 1, "iter": 12150, "lr": 9e-05, "memory": 7451, "data_time": 0.01728, "decode.loss_ce": 0.40848, "decode.acc_seg": 84.64382, "loss": 0.40848, "time": 0.23444} {"mode": "train", "epoch": 1, "iter": 12200, "lr": 9e-05, "memory": 7451, "data_time": 0.0173, "decode.loss_ce": 0.40575, "decode.acc_seg": 84.85346, "loss": 0.40575, "time": 0.23169} {"mode": "train", "epoch": 1, "iter": 12250, "lr": 9e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.41107, "decode.acc_seg": 84.8085, "loss": 0.41107, "time": 0.23885} {"mode": "train", "epoch": 1, "iter": 12300, "lr": 9e-05, "memory": 7451, "data_time": 0.0191, "decode.loss_ce": 0.41271, "decode.acc_seg": 84.50565, "loss": 0.41271, "time": 0.23846} {"mode": "train", "epoch": 1, "iter": 12350, "lr": 9e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.40235, "decode.acc_seg": 84.84316, "loss": 0.40235, "time": 0.23499} {"mode": "train", "epoch": 1, "iter": 12400, "lr": 9e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.40525, "decode.acc_seg": 84.97863, "loss": 0.40525, "time": 0.23183} {"mode": "train", "epoch": 1, "iter": 12450, "lr": 9e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.43324, "decode.acc_seg": 84.08688, "loss": 0.43324, "time": 0.24817} {"mode": "train", "epoch": 1, "iter": 12500, "lr": 9e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.40303, "decode.acc_seg": 84.79702, "loss": 0.40303, "time": 0.23319} {"mode": "train", "epoch": 1, "iter": 12550, "lr": 9e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.40648, "decode.acc_seg": 84.59675, "loss": 0.40648, "time": 0.23287} {"mode": "train", "epoch": 1, "iter": 12600, "lr": 9e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.38754, "decode.acc_seg": 85.47487, "loss": 0.38754, "time": 0.24155} {"mode": "train", "epoch": 1, "iter": 12650, "lr": 9e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.40889, "decode.acc_seg": 84.66753, "loss": 0.40889, "time": 0.23864} {"mode": "train", "epoch": 1, "iter": 12700, "lr": 9e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.41336, "decode.acc_seg": 84.86666, "loss": 0.41336, "time": 0.23274} {"mode": "train", "epoch": 1, "iter": 12750, "lr": 9e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.3881, "decode.acc_seg": 85.32175, "loss": 0.3881, "time": 0.24737} {"mode": "train", "epoch": 1, "iter": 12800, "lr": 9e-05, "memory": 7451, "data_time": 0.01573, "decode.loss_ce": 0.38699, "decode.acc_seg": 85.02199, "loss": 0.38699, "time": 0.23352} {"mode": "train", "epoch": 1, "iter": 12850, "lr": 9e-05, "memory": 7451, "data_time": 0.01603, "decode.loss_ce": 0.3943, "decode.acc_seg": 85.12275, "loss": 0.3943, "time": 0.23199} {"mode": "train", "epoch": 1, "iter": 12900, "lr": 9e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.39782, "decode.acc_seg": 85.02828, "loss": 0.39782, "time": 0.23588} {"mode": "train", "epoch": 1, "iter": 12950, "lr": 9e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.40427, "decode.acc_seg": 84.79528, "loss": 0.40427, "time": 0.23244} {"mode": "train", "epoch": 1, "iter": 13000, "lr": 9e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.40147, "decode.acc_seg": 84.68828, "loss": 0.40147, "time": 0.23517} {"mode": "train", "epoch": 1, "iter": 13050, "lr": 9e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.38797, "decode.acc_seg": 85.33417, "loss": 0.38797, "time": 0.24588} {"mode": "train", "epoch": 1, "iter": 13100, "lr": 9e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.38971, "decode.acc_seg": 85.45362, "loss": 0.38971, "time": 0.23695} {"mode": "train", "epoch": 1, "iter": 13150, "lr": 9e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.39859, "decode.acc_seg": 85.05636, "loss": 0.39859, "time": 0.23322} {"mode": "train", "epoch": 1, "iter": 13200, "lr": 9e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.38745, "decode.acc_seg": 85.43964, "loss": 0.38745, "time": 0.2415} {"mode": "train", "epoch": 1, "iter": 13250, "lr": 9e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.40879, "decode.acc_seg": 84.74818, "loss": 0.40879, "time": 0.2407} {"mode": "train", "epoch": 1, "iter": 13300, "lr": 9e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.39012, "decode.acc_seg": 85.24857, "loss": 0.39012, "time": 0.23433} {"mode": "train", "epoch": 1, "iter": 13350, "lr": 9e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.39702, "decode.acc_seg": 85.02079, "loss": 0.39702, "time": 0.23373} {"mode": "train", "epoch": 1, "iter": 13400, "lr": 8e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.37804, "decode.acc_seg": 85.70831, "loss": 0.37804, "time": 0.2482} {"mode": "train", "epoch": 1, "iter": 13450, "lr": 8e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.37947, "decode.acc_seg": 85.491, "loss": 0.37947, "time": 0.23164} {"mode": "train", "epoch": 1, "iter": 13500, "lr": 8e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.38736, "decode.acc_seg": 85.46858, "loss": 0.38736, "time": 0.23344} {"mode": "train", "epoch": 1, "iter": 13550, "lr": 8e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.38834, "decode.acc_seg": 85.2374, "loss": 0.38834, "time": 0.24496} {"mode": "train", "epoch": 1, "iter": 13600, "lr": 8e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.40731, "decode.acc_seg": 84.64447, "loss": 0.40731, "time": 0.23259} {"mode": "train", "epoch": 1, "iter": 13650, "lr": 8e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.38686, "decode.acc_seg": 85.14593, "loss": 0.38686, "time": 0.23225} {"mode": "train", "epoch": 1, "iter": 13700, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.39794, "decode.acc_seg": 84.85047, "loss": 0.39794, "time": 0.23582} {"mode": "train", "epoch": 1, "iter": 13750, "lr": 8e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.3866, "decode.acc_seg": 85.56549, "loss": 0.3866, "time": 0.23428} {"mode": "train", "epoch": 1, "iter": 13800, "lr": 8e-05, "memory": 7451, "data_time": 0.01729, "decode.loss_ce": 0.3763, "decode.acc_seg": 85.78342, "loss": 0.3763, "time": 0.2341} {"mode": "train", "epoch": 1, "iter": 13850, "lr": 8e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.37384, "decode.acc_seg": 85.69081, "loss": 0.37384, "time": 0.24674} {"mode": "train", "epoch": 1, "iter": 13900, "lr": 8e-05, "memory": 7451, "data_time": 0.01731, "decode.loss_ce": 0.38876, "decode.acc_seg": 85.08511, "loss": 0.38876, "time": 0.23547} {"mode": "train", "epoch": 1, "iter": 13950, "lr": 8e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.38418, "decode.acc_seg": 85.42885, "loss": 0.38418, "time": 0.23404} {"mode": "train", "epoch": 1, "iter": 14000, "lr": 8e-05, "memory": 7451, "data_time": 0.01689, "decode.loss_ce": 0.39173, "decode.acc_seg": 85.34116, "loss": 0.39173, "time": 0.24778} {"mode": "train", "epoch": 1, "iter": 14050, "lr": 8e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.39932, "decode.acc_seg": 85.18071, "loss": 0.39932, "time": 0.2317} {"mode": "train", "epoch": 1, "iter": 14100, "lr": 8e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.3913, "decode.acc_seg": 85.256, "loss": 0.3913, "time": 0.23228} {"mode": "train", "epoch": 1, "iter": 14150, "lr": 8e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.37018, "decode.acc_seg": 85.87599, "loss": 0.37018, "time": 0.23455} {"mode": "train", "epoch": 1, "iter": 14200, "lr": 8e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.36964, "decode.acc_seg": 85.81912, "loss": 0.36964, "time": 0.24634} {"mode": "train", "epoch": 1, "iter": 14250, "lr": 8e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.39333, "decode.acc_seg": 85.22459, "loss": 0.39333, "time": 0.23315} {"mode": "train", "epoch": 1, "iter": 14300, "lr": 8e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.39168, "decode.acc_seg": 85.11853, "loss": 0.39168, "time": 0.24256} {"mode": "train", "epoch": 1, "iter": 14350, "lr": 8e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.3844, "decode.acc_seg": 85.45641, "loss": 0.3844, "time": 0.23531} {"mode": "train", "epoch": 1, "iter": 14400, "lr": 8e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.38578, "decode.acc_seg": 85.53719, "loss": 0.38578, "time": 0.23182} {"mode": "train", "epoch": 1, "iter": 14450, "lr": 8e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.38381, "decode.acc_seg": 85.66777, "loss": 0.38381, "time": 0.23271} {"mode": "train", "epoch": 1, "iter": 14500, "lr": 8e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.37449, "decode.acc_seg": 85.8046, "loss": 0.37449, "time": 0.23622} {"mode": "train", "epoch": 1, "iter": 14550, "lr": 8e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.38684, "decode.acc_seg": 85.32869, "loss": 0.38684, "time": 0.23357} {"mode": "train", "epoch": 1, "iter": 14600, "lr": 8e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.38498, "decode.acc_seg": 85.47743, "loss": 0.38498, "time": 0.24183} {"mode": "train", "epoch": 1, "iter": 14650, "lr": 8e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.38357, "decode.acc_seg": 85.51378, "loss": 0.38357, "time": 0.23904} {"mode": "train", "epoch": 1, "iter": 14700, "lr": 8e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.38448, "decode.acc_seg": 85.62441, "loss": 0.38448, "time": 0.23275} {"mode": "train", "epoch": 1, "iter": 14750, "lr": 8e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.39562, "decode.acc_seg": 85.21951, "loss": 0.39562, "time": 0.23267} {"mode": "train", "epoch": 1, "iter": 14800, "lr": 8e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.3779, "decode.acc_seg": 86.02895, "loss": 0.3779, "time": 0.24852} {"mode": "train", "epoch": 1, "iter": 14850, "lr": 8e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.37158, "decode.acc_seg": 86.0667, "loss": 0.37158, "time": 0.23368} {"mode": "train", "epoch": 1, "iter": 14900, "lr": 8e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.38321, "decode.acc_seg": 85.61, "loss": 0.38321, "time": 0.23569} {"mode": "train", "epoch": 1, "iter": 14950, "lr": 8e-05, "memory": 7451, "data_time": 0.01604, "decode.loss_ce": 0.37895, "decode.acc_seg": 85.55303, "loss": 0.37895, "time": 0.24191} {"mode": "train", "epoch": 1, "iter": 15000, "lr": 8e-05, "memory": 7451, "data_time": 0.01525, "decode.loss_ce": 0.3666, "decode.acc_seg": 85.96865, "loss": 0.3666, "time": 0.23845} {"mode": "train", "epoch": 1, "iter": 15050, "lr": 8e-05, "memory": 7451, "data_time": 0.01569, "decode.loss_ce": 0.35833, "decode.acc_seg": 86.43087, "loss": 0.35833, "time": 0.23199} {"mode": "train", "epoch": 1, "iter": 15100, "lr": 8e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.36319, "decode.acc_seg": 86.14887, "loss": 0.36319, "time": 0.24721} {"mode": "train", "epoch": 1, "iter": 15150, "lr": 8e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.37105, "decode.acc_seg": 86.04948, "loss": 0.37105, "time": 0.23135} {"mode": "train", "epoch": 1, "iter": 15200, "lr": 8e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.3545, "decode.acc_seg": 86.11023, "loss": 0.3545, "time": 0.23363} {"mode": "train", "epoch": 1, "iter": 15250, "lr": 8e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.35739, "decode.acc_seg": 86.35883, "loss": 0.35739, "time": 0.2317} {"mode": "train", "epoch": 1, "iter": 15300, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.3686, "decode.acc_seg": 86.12546, "loss": 0.3686, "time": 0.23589} {"mode": "train", "epoch": 1, "iter": 15350, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.36675, "decode.acc_seg": 86.23737, "loss": 0.36675, "time": 0.233} {"mode": "train", "epoch": 1, "iter": 15400, "lr": 8e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.3513, "decode.acc_seg": 86.55393, "loss": 0.3513, "time": 0.24498} {"mode": "train", "epoch": 1, "iter": 15450, "lr": 8e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.36619, "decode.acc_seg": 86.0974, "loss": 0.36619, "time": 0.2349} {"mode": "train", "epoch": 1, "iter": 15500, "lr": 8e-05, "memory": 7451, "data_time": 0.01596, "decode.loss_ce": 0.3578, "decode.acc_seg": 86.34211, "loss": 0.3578, "time": 0.23234} {"mode": "train", "epoch": 1, "iter": 15550, "lr": 8e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.34681, "decode.acc_seg": 86.64847, "loss": 0.34681, "time": 0.23745} {"mode": "train", "epoch": 1, "iter": 15600, "lr": 8e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.35899, "decode.acc_seg": 86.41953, "loss": 0.35899, "time": 0.24314} {"mode": "train", "epoch": 1, "iter": 15650, "lr": 8e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.36829, "decode.acc_seg": 85.84393, "loss": 0.36829, "time": 0.23253} {"mode": "train", "epoch": 1, "iter": 15700, "lr": 8e-05, "memory": 7451, "data_time": 0.0171, "decode.loss_ce": 0.36689, "decode.acc_seg": 86.37386, "loss": 0.36689, "time": 0.23201} {"mode": "train", "epoch": 1, "iter": 15750, "lr": 8e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.36568, "decode.acc_seg": 86.26213, "loss": 0.36568, "time": 0.24793} {"mode": "train", "epoch": 1, "iter": 15800, "lr": 8e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.35337, "decode.acc_seg": 86.58612, "loss": 0.35337, "time": 0.23275} {"mode": "train", "epoch": 1, "iter": 15850, "lr": 8e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.34293, "decode.acc_seg": 87.11808, "loss": 0.34293, "time": 0.23237} {"mode": "train", "epoch": 1, "iter": 15900, "lr": 8e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.34591, "decode.acc_seg": 86.85378, "loss": 0.34591, "time": 0.24527} {"mode": "train", "epoch": 1, "iter": 15950, "lr": 8e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.35717, "decode.acc_seg": 86.41196, "loss": 0.35717, "time": 0.23145} {"mode": "train", "epoch": 1, "iter": 16000, "lr": 8e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.35831, "decode.acc_seg": 86.40751, "loss": 0.35831, "time": 0.24448} {"mode": "val", "epoch": 1, "iter": 250, "lr": 8e-05, "aAcc": 0.8019, "mIoU": 0.4209, "mAcc": 0.5284, "IoU.wall": 0.7302, "IoU.building": 0.8059, "IoU.sky": 0.9383, "IoU.floor": 0.7818, "IoU.tree": 0.7268, "IoU.ceiling": 0.8026, "IoU.road": 0.7971, "IoU.bed ": 0.8651, "IoU.windowpane": 0.556, "IoU.grass": 0.655, "IoU.cabinet": 0.5453, "IoU.sidewalk": 0.6248, "IoU.person": 0.7851, "IoU.earth": 0.3181, "IoU.door": 0.3917, "IoU.table": 0.5361, "IoU.mountain": 0.5156, "IoU.plant": 0.4882, "IoU.curtain": 0.6651, "IoU.chair": 0.5118, "IoU.car": 0.8124, "IoU.water": 0.4835, "IoU.painting": 0.6862, "IoU.sofa": 0.6108, "IoU.shelf": 0.399, "IoU.house": 0.3787, "IoU.sea": 0.5761, "IoU.mirror": 0.5619, "IoU.rug": 0.4239, "IoU.field": 0.2952, "IoU.armchair": 0.3543, "IoU.seat": 0.5713, "IoU.fence": 0.3329, "IoU.desk": 0.4213, "IoU.rock": 0.4064, "IoU.wardrobe": 0.3928, "IoU.lamp": 0.5697, "IoU.bathtub": 0.7192, "IoU.railing": 0.2823, "IoU.cushion": 0.5239, "IoU.base": 0.2729, "IoU.box": 0.2278, "IoU.column": 0.3891, "IoU.signboard": 0.3198, "IoU.chest of drawers": 0.3737, "IoU.counter": 0.2356, "IoU.sand": 0.2938, "IoU.sink": 0.6571, "IoU.skyscraper": 0.4085, "IoU.fireplace": 0.7011, "IoU.refrigerator": 0.6309, "IoU.grandstand": 0.4552, "IoU.path": 0.2314, "IoU.stairs": 0.2695, "IoU.runway": 0.625, "IoU.case": 0.3366, "IoU.pool table": 0.9036, "IoU.pillow": 0.5127, "IoU.screen door": 0.5043, "IoU.stairway": 0.2759, "IoU.river": 0.1177, "IoU.bridge": 0.419, "IoU.bookcase": 0.3441, "IoU.blind": 0.388, "IoU.coffee table": 0.5286, "IoU.toilet": 0.8014, "IoU.flower": 0.3807, "IoU.book": 0.4165, "IoU.hill": 0.0598, "IoU.bench": 0.3879, "IoU.countertop": 0.4579, "IoU.stove": 0.6294, "IoU.palm": 0.4851, "IoU.kitchen island": 0.1298, "IoU.computer": 0.6502, "IoU.swivel chair": 0.3375, "IoU.boat": 0.421, "IoU.bar": 0.3277, "IoU.arcade machine": 0.6282, "IoU.hovel": 0.3126, "IoU.bus": 0.8115, "IoU.towel": 0.5197, "IoU.light": 0.3627, "IoU.truck": 0.3131, "IoU.tower": 0.3055, "IoU.chandelier": 0.6271, "IoU.awning": 0.1845, "IoU.streetlight": 0.1947, "IoU.booth": 0.2286, "IoU.television receiver": 0.6669, "IoU.airplane": 0.5212, "IoU.dirt track": 0.0193, "IoU.apparel": 0.2989, "IoU.pole": 0.172, "IoU.land": 0.044, "IoU.bannister": 0.1299, "IoU.escalator": 0.2244, "IoU.ottoman": 0.4139, "IoU.bottle": 0.2955, "IoU.buffet": 0.3883, "IoU.poster": 0.084, "IoU.stage": 0.0462, "IoU.van": 0.4193, "IoU.ship": 0.3016, "IoU.fountain": 0.2489, "IoU.conveyer belt": 0.7082, "IoU.canopy": 0.1386, "IoU.washer": 0.6385, "IoU.plaything": 0.3028, "IoU.swimming pool": 0.3531, "IoU.stool": 0.2646, "IoU.barrel": 0.4187, "IoU.basket": 0.2547, "IoU.waterfall": 0.4245, "IoU.tent": 0.7839, "IoU.bag": 0.0781, "IoU.minibike": 0.5097, "IoU.cradle": 0.7379, "IoU.oven": 0.2165, "IoU.ball": 0.4468, "IoU.food": 0.4677, "IoU.step": 0.0604, "IoU.tank": 0.3273, "IoU.trade name": 0.2577, "IoU.microwave": 0.3908, "IoU.pot": 0.3656, "IoU.animal": 0.5256, "IoU.bicycle": 0.4701, "IoU.lake": 0.5119, "IoU.dishwasher": 0.5599, "IoU.screen": 0.6003, "IoU.blanket": 0.0555, "IoU.sculpture": 0.4203, "IoU.hood": 0.4457, "IoU.sconce": 0.1782, "IoU.vase": 0.2807, "IoU.traffic light": 0.2626, "IoU.tray": 0.05, "IoU.ashcan": 0.345, "IoU.fan": 0.506, "IoU.pier": 0.2837, "IoU.crt screen": 0.0439, "IoU.plate": 0.3482, "IoU.monitor": 0.2138, "IoU.bulletin board": 0.2433, "IoU.shower": 0.0, "IoU.radiator": 0.4885, "IoU.glass": 0.1294, "IoU.clock": 0.1648, "IoU.flag": 0.3472, "Acc.wall": 0.8793, "Acc.building": 0.9269, "Acc.sky": 0.9649, "Acc.floor": 0.8914, "Acc.tree": 0.8771, "Acc.ceiling": 0.8846, "Acc.road": 0.8778, "Acc.bed ": 0.939, "Acc.windowpane": 0.7062, "Acc.grass": 0.8306, "Acc.cabinet": 0.6579, "Acc.sidewalk": 0.8319, "Acc.person": 0.9174, "Acc.earth": 0.4255, "Acc.door": 0.6027, "Acc.table": 0.7479, "Acc.mountain": 0.6789, "Acc.plant": 0.5995, "Acc.curtain": 0.8067, "Acc.chair": 0.6376, "Acc.car": 0.9074, "Acc.water": 0.6207, "Acc.painting": 0.8006, "Acc.sofa": 0.8165, "Acc.shelf": 0.6365, "Acc.house": 0.4428, "Acc.sea": 0.8266, "Acc.mirror": 0.6171, "Acc.rug": 0.4502, "Acc.field": 0.4061, "Acc.armchair": 0.5028, "Acc.seat": 0.7815, "Acc.fence": 0.4803, "Acc.desk": 0.5983, "Acc.rock": 0.5738, "Acc.wardrobe": 0.5079, "Acc.lamp": 0.715, "Acc.bathtub": 0.8487, "Acc.railing": 0.4352, "Acc.cushion": 0.6371, "Acc.base": 0.4348, "Acc.box": 0.2862, "Acc.column": 0.5606, "Acc.signboard": 0.4031, "Acc.chest of drawers": 0.6352, "Acc.counter": 0.2906, "Acc.sand": 0.4221, "Acc.sink": 0.752, "Acc.skyscraper": 0.5051, "Acc.fireplace": 0.8331, "Acc.refrigerator": 0.7314, "Acc.grandstand": 0.5583, "Acc.path": 0.3071, "Acc.stairs": 0.3482, "Acc.runway": 0.8052, "Acc.case": 0.382, "Acc.pool table": 0.9493, "Acc.pillow": 0.6251, "Acc.screen door": 0.6001, "Acc.stairway": 0.4444, "Acc.river": 0.3082, "Acc.bridge": 0.5058, "Acc.bookcase": 0.5191, "Acc.blind": 0.4254, "Acc.coffee table": 0.7889, "Acc.toilet": 0.8858, "Acc.flower": 0.4632, "Acc.book": 0.6939, "Acc.hill": 0.0918, "Acc.bench": 0.469, "Acc.countertop": 0.5993, "Acc.stove": 0.6725, "Acc.palm": 0.7483, "Acc.kitchen island": 0.1723, "Acc.computer": 0.754, "Acc.swivel chair": 0.4064, "Acc.boat": 0.5708, "Acc.bar": 0.4143, "Acc.arcade machine": 0.6626, "Acc.hovel": 0.5073, "Acc.bus": 0.9179, "Acc.towel": 0.6698, "Acc.light": 0.4001, "Acc.truck": 0.486, "Acc.tower": 0.4127, "Acc.chandelier": 0.7901, "Acc.awning": 0.2194, "Acc.streetlight": 0.2395, "Acc.booth": 0.2403, "Acc.television receiver": 0.7423, "Acc.airplane": 0.6131, "Acc.dirt track": 0.0662, "Acc.apparel": 0.4039, "Acc.pole": 0.2341, "Acc.land": 0.0718, "Acc.bannister": 0.1841, "Acc.escalator": 0.265, "Acc.ottoman": 0.5338, "Acc.bottle": 0.461, "Acc.buffet": 0.523, "Acc.poster": 0.0903, "Acc.stage": 0.0839, "Acc.van": 0.5645, "Acc.ship": 0.3472, "Acc.fountain": 0.2719, "Acc.conveyer belt": 0.8474, "Acc.canopy": 0.1832, "Acc.washer": 0.6494, "Acc.plaything": 0.3734, "Acc.swimming pool": 0.5747, "Acc.stool": 0.3242, "Acc.barrel": 0.6182, "Acc.basket": 0.3223, "Acc.waterfall": 0.5247, "Acc.tent": 0.9752, "Acc.bag": 0.0836, "Acc.minibike": 0.5881, "Acc.cradle": 0.9, "Acc.oven": 0.6451, "Acc.ball": 0.5621, "Acc.food": 0.5234, "Acc.step": 0.0702, "Acc.tank": 0.3314, "Acc.trade name": 0.2846, "Acc.microwave": 0.4072, "Acc.pot": 0.4542, "Acc.animal": 0.5739, "Acc.bicycle": 0.6955, "Acc.lake": 0.5711, "Acc.dishwasher": 0.7057, "Acc.screen": 0.8567, "Acc.blanket": 0.0605, "Acc.sculpture": 0.5201, "Acc.hood": 0.4944, "Acc.sconce": 0.1918, "Acc.vase": 0.4183, "Acc.traffic light": 0.3908, "Acc.tray": 0.1536, "Acc.ashcan": 0.4218, "Acc.fan": 0.5929, "Acc.pier": 0.3399, "Acc.crt screen": 0.0939, "Acc.plate": 0.4629, "Acc.monitor": 0.242, "Acc.bulletin board": 0.2965, "Acc.shower": 0.0, "Acc.radiator": 0.5434, "Acc.glass": 0.1465, "Acc.clock": 0.2053, "Acc.flag": 0.3813} {"mode": "train", "epoch": 1, "iter": 16050, "lr": 8e-05, "memory": 7451, "data_time": 0.43102, "decode.loss_ce": 0.35707, "decode.acc_seg": 86.2935, "loss": 0.35707, "time": 0.64804} {"mode": "train", "epoch": 1, "iter": 16100, "lr": 8e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.35881, "decode.acc_seg": 86.06327, "loss": 0.35881, "time": 0.23807} {"mode": "train", "epoch": 1, "iter": 16150, "lr": 8e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.33615, "decode.acc_seg": 87.18627, "loss": 0.33615, "time": 0.23543} {"mode": "train", "epoch": 1, "iter": 16200, "lr": 8e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.33969, "decode.acc_seg": 87.16557, "loss": 0.33969, "time": 0.23156} {"mode": "train", "epoch": 1, "iter": 16250, "lr": 8e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.34357, "decode.acc_seg": 86.87562, "loss": 0.34357, "time": 0.23243} {"mode": "train", "epoch": 1, "iter": 16300, "lr": 8e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.35935, "decode.acc_seg": 86.52606, "loss": 0.35935, "time": 0.23139} {"mode": "train", "epoch": 1, "iter": 16350, "lr": 8e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.36661, "decode.acc_seg": 86.22032, "loss": 0.36661, "time": 0.23413} {"mode": "train", "epoch": 1, "iter": 16400, "lr": 8e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.35364, "decode.acc_seg": 86.58708, "loss": 0.35364, "time": 0.23922} {"mode": "train", "epoch": 1, "iter": 16450, "lr": 8e-05, "memory": 7451, "data_time": 0.01562, "decode.loss_ce": 0.3398, "decode.acc_seg": 86.76363, "loss": 0.3398, "time": 0.23512} {"mode": "train", "epoch": 1, "iter": 16500, "lr": 8e-05, "memory": 7451, "data_time": 0.01597, "decode.loss_ce": 0.36225, "decode.acc_seg": 86.13021, "loss": 0.36225, "time": 0.23269} {"mode": "train", "epoch": 1, "iter": 16550, "lr": 8e-05, "memory": 7451, "data_time": 0.01594, "decode.loss_ce": 0.3587, "decode.acc_seg": 86.17819, "loss": 0.3587, "time": 0.24066} {"mode": "train", "epoch": 1, "iter": 16600, "lr": 8e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.35993, "decode.acc_seg": 86.6272, "loss": 0.35993, "time": 0.2335} {"mode": "train", "epoch": 1, "iter": 16650, "lr": 8e-05, "memory": 7451, "data_time": 0.01581, "decode.loss_ce": 0.35403, "decode.acc_seg": 86.70268, "loss": 0.35403, "time": 0.23319} {"mode": "train", "epoch": 1, "iter": 16700, "lr": 8e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.34238, "decode.acc_seg": 87.00291, "loss": 0.34238, "time": 0.23321} {"mode": "train", "epoch": 1, "iter": 16750, "lr": 8e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.34879, "decode.acc_seg": 86.77228, "loss": 0.34879, "time": 0.23844} {"mode": "train", "epoch": 1, "iter": 16800, "lr": 8e-05, "memory": 7451, "data_time": 0.01718, "decode.loss_ce": 0.34932, "decode.acc_seg": 86.48575, "loss": 0.34932, "time": 0.23611} {"mode": "train", "epoch": 1, "iter": 16850, "lr": 8e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.3382, "decode.acc_seg": 87.07096, "loss": 0.3382, "time": 0.2322} {"mode": "train", "epoch": 1, "iter": 16900, "lr": 8e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.35732, "decode.acc_seg": 86.42535, "loss": 0.35732, "time": 0.2395} {"mode": "train", "epoch": 1, "iter": 16950, "lr": 8e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.35016, "decode.acc_seg": 86.47253, "loss": 0.35016, "time": 0.23489} {"mode": "train", "epoch": 1, "iter": 17000, "lr": 8e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.35509, "decode.acc_seg": 86.71876, "loss": 0.35509, "time": 0.23269} {"mode": "train", "epoch": 1, "iter": 17050, "lr": 8e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.3386, "decode.acc_seg": 86.78777, "loss": 0.3386, "time": 0.23158} {"mode": "train", "epoch": 1, "iter": 17100, "lr": 8e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.3414, "decode.acc_seg": 87.07512, "loss": 0.3414, "time": 0.23196} {"mode": "train", "epoch": 1, "iter": 17150, "lr": 8e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.35095, "decode.acc_seg": 86.53635, "loss": 0.35095, "time": 0.23151} {"mode": "train", "epoch": 1, "iter": 17200, "lr": 8e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.34985, "decode.acc_seg": 86.75503, "loss": 0.34985, "time": 0.24061} {"mode": "train", "epoch": 1, "iter": 17250, "lr": 8e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.34532, "decode.acc_seg": 87.04666, "loss": 0.34532, "time": 0.23612} {"mode": "train", "epoch": 1, "iter": 17300, "lr": 8e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.33513, "decode.acc_seg": 87.00771, "loss": 0.33513, "time": 0.2333} {"mode": "train", "epoch": 1, "iter": 17350, "lr": 8e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.33817, "decode.acc_seg": 87.15359, "loss": 0.33817, "time": 0.24034} {"mode": "train", "epoch": 1, "iter": 17400, "lr": 8e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.33585, "decode.acc_seg": 87.06151, "loss": 0.33585, "time": 0.23556} {"mode": "train", "epoch": 1, "iter": 17450, "lr": 8e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.32391, "decode.acc_seg": 87.6227, "loss": 0.32391, "time": 0.2333} {"mode": "train", "epoch": 1, "iter": 17500, "lr": 8e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.32721, "decode.acc_seg": 87.55857, "loss": 0.32721, "time": 0.23384} {"mode": "train", "epoch": 1, "iter": 17550, "lr": 8e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.34062, "decode.acc_seg": 86.83876, "loss": 0.34062, "time": 0.24096} {"mode": "train", "epoch": 1, "iter": 17600, "lr": 8e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.3317, "decode.acc_seg": 87.27967, "loss": 0.3317, "time": 0.23527} {"mode": "train", "epoch": 1, "iter": 17650, "lr": 8e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.33842, "decode.acc_seg": 87.02237, "loss": 0.33842, "time": 0.23899} {"mode": "train", "epoch": 1, "iter": 17700, "lr": 8e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.34039, "decode.acc_seg": 86.78548, "loss": 0.34039, "time": 0.23316} {"mode": "train", "epoch": 1, "iter": 17750, "lr": 8e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.31891, "decode.acc_seg": 87.50116, "loss": 0.31891, "time": 0.23585} {"mode": "train", "epoch": 1, "iter": 17800, "lr": 8e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.32155, "decode.acc_seg": 87.57586, "loss": 0.32155, "time": 0.2336} {"mode": "train", "epoch": 1, "iter": 17850, "lr": 8e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.33086, "decode.acc_seg": 87.31745, "loss": 0.33086, "time": 0.23187} {"mode": "train", "epoch": 1, "iter": 17900, "lr": 8e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.35674, "decode.acc_seg": 86.41129, "loss": 0.35674, "time": 0.23285} {"mode": "train", "epoch": 1, "iter": 17950, "lr": 8e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.34257, "decode.acc_seg": 86.85062, "loss": 0.34257, "time": 0.2407} {"mode": "train", "epoch": 1, "iter": 18000, "lr": 8e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.33801, "decode.acc_seg": 86.97808, "loss": 0.33801, "time": 0.23255} {"mode": "train", "epoch": 1, "iter": 18050, "lr": 8e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.33966, "decode.acc_seg": 87.19439, "loss": 0.33966, "time": 0.23398} {"mode": "train", "epoch": 1, "iter": 18100, "lr": 8e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.33999, "decode.acc_seg": 87.10588, "loss": 0.33999, "time": 0.23269} {"mode": "train", "epoch": 1, "iter": 18150, "lr": 8e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.34562, "decode.acc_seg": 86.97675, "loss": 0.34562, "time": 0.23937} {"mode": "train", "epoch": 1, "iter": 18200, "lr": 8e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.33121, "decode.acc_seg": 87.24485, "loss": 0.33121, "time": 0.23339} {"mode": "train", "epoch": 1, "iter": 18250, "lr": 8e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.33162, "decode.acc_seg": 87.21271, "loss": 0.33162, "time": 0.23309} {"mode": "train", "epoch": 1, "iter": 18300, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.3313, "decode.acc_seg": 87.16114, "loss": 0.3313, "time": 0.24028} {"mode": "train", "epoch": 1, "iter": 18350, "lr": 8e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.3414, "decode.acc_seg": 87.00556, "loss": 0.3414, "time": 0.2326} {"mode": "train", "epoch": 1, "iter": 18400, "lr": 8e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.33726, "decode.acc_seg": 87.17015, "loss": 0.33726, "time": 0.23489} {"mode": "train", "epoch": 1, "iter": 18450, "lr": 8e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.32984, "decode.acc_seg": 87.28817, "loss": 0.32984, "time": 0.23957} {"mode": "train", "epoch": 1, "iter": 18500, "lr": 8e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.34293, "decode.acc_seg": 87.22901, "loss": 0.34293, "time": 0.23656} {"mode": "train", "epoch": 1, "iter": 18550, "lr": 8e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.33509, "decode.acc_seg": 87.04779, "loss": 0.33509, "time": 0.23498} {"mode": "train", "epoch": 1, "iter": 18600, "lr": 8e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.3371, "decode.acc_seg": 86.87632, "loss": 0.3371, "time": 0.23344} {"mode": "train", "epoch": 1, "iter": 18650, "lr": 8e-05, "memory": 7451, "data_time": 0.01719, "decode.loss_ce": 0.35666, "decode.acc_seg": 86.56193, "loss": 0.35666, "time": 0.2342} {"mode": "train", "epoch": 1, "iter": 18700, "lr": 8e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.32925, "decode.acc_seg": 87.41911, "loss": 0.32925, "time": 0.2346} {"mode": "train", "epoch": 1, "iter": 18750, "lr": 8e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.34791, "decode.acc_seg": 86.8418, "loss": 0.34791, "time": 0.24209} {"mode": "train", "epoch": 1, "iter": 18800, "lr": 8e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.34472, "decode.acc_seg": 86.85192, "loss": 0.34472, "time": 0.23716} {"mode": "train", "epoch": 1, "iter": 18850, "lr": 8e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.3214, "decode.acc_seg": 87.68172, "loss": 0.3214, "time": 0.23366} {"mode": "train", "epoch": 1, "iter": 18900, "lr": 8e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.34497, "decode.acc_seg": 86.83282, "loss": 0.34497, "time": 0.24006} {"mode": "train", "epoch": 1, "iter": 18950, "lr": 8e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.34122, "decode.acc_seg": 86.87522, "loss": 0.34122, "time": 0.23192} {"mode": "train", "epoch": 1, "iter": 19000, "lr": 8e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.33119, "decode.acc_seg": 87.20717, "loss": 0.33119, "time": 0.234} {"mode": "train", "epoch": 1, "iter": 19050, "lr": 8e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.32739, "decode.acc_seg": 87.49033, "loss": 0.32739, "time": 0.23212} {"mode": "train", "epoch": 1, "iter": 19100, "lr": 8e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.33258, "decode.acc_seg": 87.43607, "loss": 0.33258, "time": 0.24079} {"mode": "train", "epoch": 1, "iter": 19150, "lr": 8e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.33224, "decode.acc_seg": 87.45546, "loss": 0.33224, "time": 0.23503} {"mode": "train", "epoch": 1, "iter": 19200, "lr": 8e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.32707, "decode.acc_seg": 87.61785, "loss": 0.32707, "time": 0.23247} {"mode": "train", "epoch": 1, "iter": 19250, "lr": 8e-05, "memory": 7451, "data_time": 0.01603, "decode.loss_ce": 0.33322, "decode.acc_seg": 87.21644, "loss": 0.33322, "time": 0.24003} {"mode": "train", "epoch": 1, "iter": 19300, "lr": 8e-05, "memory": 7451, "data_time": 0.01611, "decode.loss_ce": 0.32061, "decode.acc_seg": 87.91719, "loss": 0.32061, "time": 0.23525} {"mode": "train", "epoch": 1, "iter": 19350, "lr": 8e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.30931, "decode.acc_seg": 88.1191, "loss": 0.30931, "time": 0.23233} {"mode": "train", "epoch": 1, "iter": 19400, "lr": 8e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.31271, "decode.acc_seg": 88.10074, "loss": 0.31271, "time": 0.232} {"mode": "train", "epoch": 1, "iter": 19450, "lr": 8e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.3227, "decode.acc_seg": 87.55769, "loss": 0.3227, "time": 0.23312} {"mode": "train", "epoch": 1, "iter": 19500, "lr": 8e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.31725, "decode.acc_seg": 87.62928, "loss": 0.31725, "time": 0.23393} {"mode": "train", "epoch": 1, "iter": 19550, "lr": 8e-05, "memory": 7451, "data_time": 0.01573, "decode.loss_ce": 0.33434, "decode.acc_seg": 87.30727, "loss": 0.33434, "time": 0.24053} {"mode": "train", "epoch": 1, "iter": 19600, "lr": 8e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.32616, "decode.acc_seg": 87.4519, "loss": 0.32616, "time": 0.23409} {"mode": "train", "epoch": 1, "iter": 19650, "lr": 8e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.32852, "decode.acc_seg": 87.40825, "loss": 0.32852, "time": 0.23346} {"mode": "train", "epoch": 1, "iter": 19700, "lr": 8e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.32582, "decode.acc_seg": 87.50363, "loss": 0.32582, "time": 0.24213} {"mode": "train", "epoch": 1, "iter": 19750, "lr": 8e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.33203, "decode.acc_seg": 87.25376, "loss": 0.33203, "time": 0.2348} {"mode": "train", "epoch": 1, "iter": 19800, "lr": 8e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.32426, "decode.acc_seg": 87.65409, "loss": 0.32426, "time": 0.23191} {"mode": "train", "epoch": 1, "iter": 19850, "lr": 8e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.32665, "decode.acc_seg": 87.37821, "loss": 0.32665, "time": 0.23236} {"mode": "train", "epoch": 1, "iter": 19900, "lr": 8e-05, "memory": 7451, "data_time": 0.01709, "decode.loss_ce": 0.33455, "decode.acc_seg": 87.4298, "loss": 0.33455, "time": 0.24198} {"mode": "train", "epoch": 1, "iter": 19950, "lr": 8e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.33976, "decode.acc_seg": 86.91096, "loss": 0.33976, "time": 0.23689} {"mode": "train", "epoch": 1, "iter": 20000, "lr": 8e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.33591, "decode.acc_seg": 87.27556, "loss": 0.33591, "time": 0.24087} {"mode": "train", "epoch": 1, "iter": 20050, "lr": 8e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.33034, "decode.acc_seg": 87.32209, "loss": 0.33034, "time": 0.23283} {"mode": "train", "epoch": 1, "iter": 20100, "lr": 8e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.3229, "decode.acc_seg": 87.42141, "loss": 0.3229, "time": 0.23553} {"mode": "train", "epoch": 1, "iter": 20150, "lr": 8e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.32244, "decode.acc_seg": 87.50581, "loss": 0.32244, "time": 0.23447} {"mode": "train", "epoch": 1, "iter": 20200, "lr": 8e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.30291, "decode.acc_seg": 88.2868, "loss": 0.30291, "time": 0.23361} {"mode": "train", "epoch": 1, "iter": 20250, "lr": 8e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.30813, "decode.acc_seg": 87.87163, "loss": 0.30813, "time": 0.23474} {"mode": "train", "epoch": 1, "iter": 20300, "lr": 8e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.31933, "decode.acc_seg": 87.59862, "loss": 0.31933, "time": 0.23969} {"mode": "train", "epoch": 1, "iter": 20350, "lr": 8e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.31806, "decode.acc_seg": 87.77671, "loss": 0.31806, "time": 0.23246} {"mode": "train", "epoch": 1, "iter": 20400, "lr": 8e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.32586, "decode.acc_seg": 87.55666, "loss": 0.32586, "time": 0.23482} {"mode": "train", "epoch": 1, "iter": 20450, "lr": 8e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.32932, "decode.acc_seg": 87.49234, "loss": 0.32932, "time": 0.23269} {"mode": "train", "epoch": 1, "iter": 20500, "lr": 8e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.31051, "decode.acc_seg": 87.81383, "loss": 0.31051, "time": 0.23869} {"mode": "train", "epoch": 1, "iter": 20550, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.31635, "decode.acc_seg": 87.89063, "loss": 0.31635, "time": 0.23473} {"mode": "train", "epoch": 1, "iter": 20600, "lr": 8e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.31587, "decode.acc_seg": 87.77534, "loss": 0.31587, "time": 0.23416} {"mode": "train", "epoch": 1, "iter": 20650, "lr": 8e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.31246, "decode.acc_seg": 87.93259, "loss": 0.31246, "time": 0.23892} {"mode": "train", "epoch": 1, "iter": 20700, "lr": 8e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.31453, "decode.acc_seg": 87.84634, "loss": 0.31453, "time": 0.23218} {"mode": "train", "epoch": 1, "iter": 20750, "lr": 8e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.32639, "decode.acc_seg": 87.68617, "loss": 0.32639, "time": 0.23556} {"mode": "train", "epoch": 1, "iter": 20800, "lr": 8e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.31889, "decode.acc_seg": 87.58057, "loss": 0.31889, "time": 0.23869} {"mode": "train", "epoch": 1, "iter": 20850, "lr": 8e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.31029, "decode.acc_seg": 88.15085, "loss": 0.31029, "time": 0.23501} {"mode": "train", "epoch": 1, "iter": 20900, "lr": 8e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.34789, "decode.acc_seg": 86.81086, "loss": 0.34789, "time": 0.23336} {"mode": "train", "epoch": 1, "iter": 20950, "lr": 8e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.32154, "decode.acc_seg": 87.48107, "loss": 0.32154, "time": 0.23237} {"mode": "train", "epoch": 1, "iter": 21000, "lr": 8e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.31735, "decode.acc_seg": 87.79968, "loss": 0.31735, "time": 0.23462} {"mode": "train", "epoch": 1, "iter": 21050, "lr": 8e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.3238, "decode.acc_seg": 87.66011, "loss": 0.3238, "time": 0.23207} {"mode": "train", "epoch": 1, "iter": 21100, "lr": 8e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.31238, "decode.acc_seg": 87.80889, "loss": 0.31238, "time": 0.23784} {"mode": "train", "epoch": 1, "iter": 21150, "lr": 8e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.31376, "decode.acc_seg": 87.75877, "loss": 0.31376, "time": 0.23525} {"mode": "train", "epoch": 1, "iter": 21200, "lr": 8e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.31392, "decode.acc_seg": 87.87532, "loss": 0.31392, "time": 0.23259} {"mode": "train", "epoch": 1, "iter": 21250, "lr": 8e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.32232, "decode.acc_seg": 87.35841, "loss": 0.32232, "time": 0.23801} {"mode": "train", "epoch": 1, "iter": 21300, "lr": 8e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.32068, "decode.acc_seg": 87.56564, "loss": 0.32068, "time": 0.23157} {"mode": "train", "epoch": 1, "iter": 21350, "lr": 8e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.30874, "decode.acc_seg": 88.1258, "loss": 0.30874, "time": 0.23504} {"mode": "train", "epoch": 1, "iter": 21400, "lr": 8e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.29844, "decode.acc_seg": 88.46733, "loss": 0.29844, "time": 0.232} {"mode": "train", "epoch": 1, "iter": 21450, "lr": 8e-05, "memory": 7451, "data_time": 0.01702, "decode.loss_ce": 0.29336, "decode.acc_seg": 88.56591, "loss": 0.29336, "time": 0.238} {"mode": "train", "epoch": 1, "iter": 21500, "lr": 8e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.31118, "decode.acc_seg": 87.84472, "loss": 0.31118, "time": 0.23633} {"mode": "train", "epoch": 1, "iter": 21550, "lr": 8e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.30544, "decode.acc_seg": 88.36365, "loss": 0.30544, "time": 0.23262} {"mode": "train", "epoch": 1, "iter": 21600, "lr": 8e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.30616, "decode.acc_seg": 88.39614, "loss": 0.30616, "time": 0.23815} {"mode": "train", "epoch": 1, "iter": 21650, "lr": 8e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.31345, "decode.acc_seg": 87.86538, "loss": 0.31345, "time": 0.23588} {"mode": "train", "epoch": 1, "iter": 21700, "lr": 8e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.30529, "decode.acc_seg": 88.12345, "loss": 0.30529, "time": 0.23273} {"mode": "train", "epoch": 1, "iter": 21750, "lr": 8e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.3198, "decode.acc_seg": 87.76935, "loss": 0.3198, "time": 0.23355} {"mode": "train", "epoch": 1, "iter": 21800, "lr": 8e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.31747, "decode.acc_seg": 87.84954, "loss": 0.31747, "time": 0.23395} {"mode": "train", "epoch": 1, "iter": 21850, "lr": 8e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.30272, "decode.acc_seg": 88.36404, "loss": 0.30272, "time": 0.23413} {"mode": "train", "epoch": 1, "iter": 21900, "lr": 8e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.29105, "decode.acc_seg": 88.73137, "loss": 0.29105, "time": 0.2385} {"mode": "train", "epoch": 1, "iter": 21950, "lr": 8e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.293, "decode.acc_seg": 88.65308, "loss": 0.293, "time": 0.23486} {"mode": "train", "epoch": 1, "iter": 22000, "lr": 8e-05, "memory": 7451, "data_time": 0.01766, "decode.loss_ce": 0.31704, "decode.acc_seg": 87.98437, "loss": 0.31704, "time": 0.23346} {"mode": "train", "epoch": 1, "iter": 22050, "lr": 8e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.29573, "decode.acc_seg": 88.46615, "loss": 0.29573, "time": 0.23822} {"mode": "train", "epoch": 1, "iter": 22100, "lr": 8e-05, "memory": 7451, "data_time": 0.0173, "decode.loss_ce": 0.30538, "decode.acc_seg": 88.06554, "loss": 0.30538, "time": 0.23501} {"mode": "train", "epoch": 1, "iter": 22150, "lr": 7e-05, "memory": 7451, "data_time": 0.01744, "decode.loss_ce": 0.30835, "decode.acc_seg": 88.27121, "loss": 0.30835, "time": 0.23355} {"mode": "train", "epoch": 1, "iter": 22200, "lr": 7e-05, "memory": 7451, "data_time": 0.01743, "decode.loss_ce": 0.30242, "decode.acc_seg": 88.13756, "loss": 0.30242, "time": 0.23324} {"mode": "train", "epoch": 1, "iter": 22250, "lr": 7e-05, "memory": 7451, "data_time": 0.01708, "decode.loss_ce": 0.29885, "decode.acc_seg": 88.15471, "loss": 0.29885, "time": 0.2393} {"mode": "train", "epoch": 1, "iter": 22300, "lr": 7e-05, "memory": 7451, "data_time": 0.01616, "decode.loss_ce": 0.29919, "decode.acc_seg": 88.41383, "loss": 0.29919, "time": 0.23553} {"mode": "train", "epoch": 1, "iter": 22350, "lr": 7e-05, "memory": 7451, "data_time": 0.01589, "decode.loss_ce": 0.3026, "decode.acc_seg": 88.1281, "loss": 0.3026, "time": 0.23729} {"mode": "train", "epoch": 1, "iter": 22400, "lr": 7e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.28972, "decode.acc_seg": 88.79551, "loss": 0.28972, "time": 0.23342} {"mode": "train", "epoch": 1, "iter": 22450, "lr": 7e-05, "memory": 7451, "data_time": 0.01712, "decode.loss_ce": 0.29708, "decode.acc_seg": 88.51295, "loss": 0.29708, "time": 0.23505} {"mode": "train", "epoch": 1, "iter": 22500, "lr": 7e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.2892, "decode.acc_seg": 88.64107, "loss": 0.2892, "time": 0.23308} {"mode": "train", "epoch": 1, "iter": 22550, "lr": 7e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.30624, "decode.acc_seg": 88.21374, "loss": 0.30624, "time": 0.23149} {"mode": "train", "epoch": 1, "iter": 22600, "lr": 7e-05, "memory": 7451, "data_time": 0.01726, "decode.loss_ce": 0.29657, "decode.acc_seg": 88.45065, "loss": 0.29657, "time": 0.23299} {"mode": "train", "epoch": 1, "iter": 22650, "lr": 7e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.28806, "decode.acc_seg": 88.94073, "loss": 0.28806, "time": 0.23857} {"mode": "train", "epoch": 1, "iter": 22700, "lr": 7e-05, "memory": 7451, "data_time": 0.01581, "decode.loss_ce": 0.2928, "decode.acc_seg": 88.65385, "loss": 0.2928, "time": 0.23168} {"mode": "train", "epoch": 1, "iter": 22750, "lr": 7e-05, "memory": 7451, "data_time": 0.01578, "decode.loss_ce": 0.29838, "decode.acc_seg": 88.30896, "loss": 0.29838, "time": 0.23318} {"mode": "train", "epoch": 1, "iter": 22800, "lr": 7e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.30622, "decode.acc_seg": 88.15197, "loss": 0.30622, "time": 0.234} {"mode": "train", "epoch": 1, "iter": 22850, "lr": 7e-05, "memory": 7451, "data_time": 0.01592, "decode.loss_ce": 0.29556, "decode.acc_seg": 88.58462, "loss": 0.29556, "time": 0.23919} {"mode": "train", "epoch": 1, "iter": 22900, "lr": 7e-05, "memory": 7451, "data_time": 0.01608, "decode.loss_ce": 0.28698, "decode.acc_seg": 88.68071, "loss": 0.28698, "time": 0.23479} {"mode": "train", "epoch": 1, "iter": 22950, "lr": 7e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.30444, "decode.acc_seg": 88.25072, "loss": 0.30444, "time": 0.23204} {"mode": "train", "epoch": 1, "iter": 23000, "lr": 7e-05, "memory": 7451, "data_time": 0.01712, "decode.loss_ce": 0.29484, "decode.acc_seg": 88.51146, "loss": 0.29484, "time": 0.24006} {"mode": "train", "epoch": 1, "iter": 23050, "lr": 7e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.29676, "decode.acc_seg": 88.20501, "loss": 0.29676, "time": 0.23349} {"mode": "train", "epoch": 1, "iter": 23100, "lr": 7e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.30555, "decode.acc_seg": 88.14386, "loss": 0.30555, "time": 0.23511} {"mode": "train", "epoch": 1, "iter": 23150, "lr": 7e-05, "memory": 7451, "data_time": 0.0173, "decode.loss_ce": 0.29817, "decode.acc_seg": 88.45355, "loss": 0.29817, "time": 0.23827} {"mode": "train", "epoch": 1, "iter": 23200, "lr": 7e-05, "memory": 7451, "data_time": 0.01714, "decode.loss_ce": 0.29409, "decode.acc_seg": 88.46098, "loss": 0.29409, "time": 0.2363} {"mode": "train", "epoch": 1, "iter": 23250, "lr": 7e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.29557, "decode.acc_seg": 88.55732, "loss": 0.29557, "time": 0.23165} {"mode": "train", "epoch": 1, "iter": 23300, "lr": 7e-05, "memory": 7451, "data_time": 0.01697, "decode.loss_ce": 0.29763, "decode.acc_seg": 88.36152, "loss": 0.29763, "time": 0.2319} {"mode": "train", "epoch": 1, "iter": 23350, "lr": 7e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.28742, "decode.acc_seg": 88.77866, "loss": 0.28742, "time": 0.23065} {"mode": "train", "epoch": 1, "iter": 23400, "lr": 7e-05, "memory": 7451, "data_time": 0.01716, "decode.loss_ce": 0.29815, "decode.acc_seg": 88.42172, "loss": 0.29815, "time": 0.2325} {"mode": "train", "epoch": 1, "iter": 23450, "lr": 7e-05, "memory": 7451, "data_time": 0.01719, "decode.loss_ce": 0.30588, "decode.acc_seg": 88.10606, "loss": 0.30588, "time": 0.23875} {"mode": "train", "epoch": 1, "iter": 23500, "lr": 7e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.28892, "decode.acc_seg": 88.90398, "loss": 0.28892, "time": 0.23522} {"mode": "train", "epoch": 1, "iter": 23550, "lr": 7e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.29403, "decode.acc_seg": 88.49026, "loss": 0.29403, "time": 0.23318} {"mode": "train", "epoch": 1, "iter": 23600, "lr": 7e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.28952, "decode.acc_seg": 88.57371, "loss": 0.28952, "time": 0.23801} {"mode": "train", "epoch": 1, "iter": 23650, "lr": 7e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.28641, "decode.acc_seg": 88.70073, "loss": 0.28641, "time": 0.23286} {"mode": "train", "epoch": 1, "iter": 23700, "lr": 7e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.30362, "decode.acc_seg": 88.06913, "loss": 0.30362, "time": 0.23444} {"mode": "train", "epoch": 1, "iter": 23750, "lr": 7e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.31002, "decode.acc_seg": 88.02655, "loss": 0.31002, "time": 0.23292} {"mode": "train", "epoch": 1, "iter": 23800, "lr": 7e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.28474, "decode.acc_seg": 89.01266, "loss": 0.28474, "time": 0.23961} {"mode": "train", "epoch": 1, "iter": 23850, "lr": 7e-05, "memory": 7451, "data_time": 0.01716, "decode.loss_ce": 0.2944, "decode.acc_seg": 88.5824, "loss": 0.2944, "time": 0.23623} {"mode": "train", "epoch": 1, "iter": 23900, "lr": 7e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.28657, "decode.acc_seg": 88.85114, "loss": 0.28657, "time": 0.2337} {"mode": "train", "epoch": 1, "iter": 23950, "lr": 7e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.28578, "decode.acc_seg": 88.89705, "loss": 0.28578, "time": 0.23849} {"mode": "train", "epoch": 1, "iter": 24000, "lr": 7e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.30359, "decode.acc_seg": 88.19764, "loss": 0.30359, "time": 0.24896} {"mode": "val", "epoch": 1, "iter": 250, "lr": 7e-05, "aAcc": 0.7933, "mIoU": 0.4196, "mAcc": 0.5228, "IoU.wall": 0.7043, "IoU.building": 0.7637, "IoU.sky": 0.9304, "IoU.floor": 0.7651, "IoU.tree": 0.7114, "IoU.ceiling": 0.7769, "IoU.road": 0.7918, "IoU.bed ": 0.8583, "IoU.windowpane": 0.5577, "IoU.grass": 0.6351, "IoU.cabinet": 0.5868, "IoU.sidewalk": 0.6198, "IoU.person": 0.7786, "IoU.earth": 0.2597, "IoU.door": 0.3756, "IoU.table": 0.5374, "IoU.mountain": 0.5231, "IoU.plant": 0.4992, "IoU.curtain": 0.6621, "IoU.chair": 0.5099, "IoU.car": 0.8059, "IoU.water": 0.4997, "IoU.painting": 0.6577, "IoU.sofa": 0.6118, "IoU.shelf": 0.3903, "IoU.house": 0.3961, "IoU.sea": 0.5286, "IoU.mirror": 0.6089, "IoU.rug": 0.4528, "IoU.field": 0.2647, "IoU.armchair": 0.3907, "IoU.seat": 0.4494, "IoU.fence": 0.3189, "IoU.desk": 0.3834, "IoU.rock": 0.3765, "IoU.wardrobe": 0.4474, "IoU.lamp": 0.5687, "IoU.bathtub": 0.6404, "IoU.railing": 0.2652, "IoU.cushion": 0.5352, "IoU.base": 0.2225, "IoU.box": 0.2256, "IoU.column": 0.3703, "IoU.signboard": 0.3489, "IoU.chest of drawers": 0.3406, "IoU.counter": 0.1645, "IoU.sand": 0.3292, "IoU.sink": 0.6513, "IoU.skyscraper": 0.5371, "IoU.fireplace": 0.632, "IoU.refrigerator": 0.6473, "IoU.grandstand": 0.4223, "IoU.path": 0.1903, "IoU.stairs": 0.252, "IoU.runway": 0.6182, "IoU.case": 0.4583, "IoU.pool table": 0.8976, "IoU.pillow": 0.4837, "IoU.screen door": 0.4773, "IoU.stairway": 0.2045, "IoU.river": 0.1554, "IoU.bridge": 0.4094, "IoU.bookcase": 0.2891, "IoU.blind": 0.2061, "IoU.coffee table": 0.5596, "IoU.toilet": 0.8221, "IoU.flower": 0.3737, "IoU.book": 0.3915, "IoU.hill": 0.0889, "IoU.bench": 0.3673, "IoU.countertop": 0.4546, "IoU.stove": 0.7353, "IoU.palm": 0.4681, "IoU.kitchen island": 0.1897, "IoU.computer": 0.6624, "IoU.swivel chair": 0.3766, "IoU.boat": 0.6366, "IoU.bar": 0.3144, "IoU.arcade machine": 0.568, "IoU.hovel": 0.2933, "IoU.bus": 0.78, "IoU.towel": 0.5319, "IoU.light": 0.4091, "IoU.truck": 0.2882, "IoU.tower": 0.212, "IoU.chandelier": 0.6014, "IoU.awning": 0.1996, "IoU.streetlight": 0.2187, "IoU.booth": 0.2942, "IoU.television receiver": 0.649, "IoU.airplane": 0.5033, "IoU.dirt track": 0.0018, "IoU.apparel": 0.336, "IoU.pole": 0.1583, "IoU.land": 0.0455, "IoU.bannister": 0.0889, "IoU.escalator": 0.1893, "IoU.ottoman": 0.3421, "IoU.bottle": 0.2008, "IoU.buffet": 0.3859, "IoU.poster": 0.1763, "IoU.stage": 0.0693, "IoU.van": 0.4244, "IoU.ship": 0.3159, "IoU.fountain": 0.2733, "IoU.conveyer belt": 0.7873, "IoU.canopy": 0.1337, "IoU.washer": 0.6758, "IoU.plaything": 0.2885, "IoU.swimming pool": 0.2418, "IoU.stool": 0.2499, "IoU.barrel": 0.4825, "IoU.basket": 0.2513, "IoU.waterfall": 0.4832, "IoU.tent": 0.658, "IoU.bag": 0.1596, "IoU.minibike": 0.5482, "IoU.cradle": 0.7753, "IoU.oven": 0.2488, "IoU.ball": 0.4042, "IoU.food": 0.4411, "IoU.step": 0.0642, "IoU.tank": 0.297, "IoU.trade name": 0.2535, "IoU.microwave": 0.6015, "IoU.pot": 0.2981, "IoU.animal": 0.4606, "IoU.bicycle": 0.5106, "IoU.lake": 0.5663, "IoU.dishwasher": 0.6011, "IoU.screen": 0.5429, "IoU.blanket": 0.0323, "IoU.sculpture": 0.3153, "IoU.hood": 0.3841, "IoU.sconce": 0.2599, "IoU.vase": 0.2879, "IoU.traffic light": 0.2765, "IoU.tray": 0.0408, "IoU.ashcan": 0.3915, "IoU.fan": 0.5274, "IoU.pier": 0.1264, "IoU.crt screen": 0.0654, "IoU.plate": 0.4291, "IoU.monitor": 0.4763, "IoU.bulletin board": 0.2509, "IoU.shower": 0.0004, "IoU.radiator": 0.5082, "IoU.glass": 0.1115, "IoU.clock": 0.1713, "IoU.flag": 0.2856, "Acc.wall": 0.9069, "Acc.building": 0.8333, "Acc.sky": 0.9707, "Acc.floor": 0.8926, "Acc.tree": 0.8515, "Acc.ceiling": 0.8445, "Acc.road": 0.8649, "Acc.bed ": 0.952, "Acc.windowpane": 0.7494, "Acc.grass": 0.8797, "Acc.cabinet": 0.7667, "Acc.sidewalk": 0.7988, "Acc.person": 0.9329, "Acc.earth": 0.2951, "Acc.door": 0.4644, "Acc.table": 0.7217, "Acc.mountain": 0.7143, "Acc.plant": 0.5903, "Acc.curtain": 0.808, "Acc.chair": 0.7015, "Acc.car": 0.8834, "Acc.water": 0.6153, "Acc.painting": 0.8584, "Acc.sofa": 0.7915, "Acc.shelf": 0.637, "Acc.house": 0.5722, "Acc.sea": 0.8495, "Acc.mirror": 0.7784, "Acc.rug": 0.5181, "Acc.field": 0.389, "Acc.armchair": 0.478, "Acc.seat": 0.5528, "Acc.fence": 0.4671, "Acc.desk": 0.6917, "Acc.rock": 0.4928, "Acc.wardrobe": 0.541, "Acc.lamp": 0.7144, "Acc.bathtub": 0.67, "Acc.railing": 0.4177, "Acc.cushion": 0.671, "Acc.base": 0.3568, "Acc.box": 0.2749, "Acc.column": 0.4253, "Acc.signboard": 0.4673, "Acc.chest of drawers": 0.4123, "Acc.counter": 0.1957, "Acc.sand": 0.5333, "Acc.sink": 0.722, "Acc.skyscraper": 0.6802, "Acc.fireplace": 0.7558, "Acc.refrigerator": 0.6875, "Acc.grandstand": 0.5301, "Acc.path": 0.2728, "Acc.stairs": 0.2778, "Acc.runway": 0.7809, "Acc.case": 0.5707, "Acc.pool table": 0.93, "Acc.pillow": 0.544, "Acc.screen door": 0.5017, "Acc.stairway": 0.2855, "Acc.river": 0.307, "Acc.bridge": 0.4631, "Acc.bookcase": 0.4833, "Acc.blind": 0.2108, "Acc.coffee table": 0.7119, "Acc.toilet": 0.8793, "Acc.flower": 0.5872, "Acc.book": 0.5649, "Acc.hill": 0.1515, "Acc.bench": 0.4346, "Acc.countertop": 0.7087, "Acc.stove": 0.7929, "Acc.palm": 0.758, "Acc.kitchen island": 0.2628, "Acc.computer": 0.8457, "Acc.swivel chair": 0.5602, "Acc.boat": 0.7863, "Acc.bar": 0.3516, "Acc.arcade machine": 0.9251, "Acc.hovel": 0.4591, "Acc.bus": 0.8854, "Acc.towel": 0.6216, "Acc.light": 0.4474, "Acc.truck": 0.419, "Acc.tower": 0.2559, "Acc.chandelier": 0.8364, "Acc.awning": 0.2348, "Acc.streetlight": 0.3012, "Acc.booth": 0.303, "Acc.television receiver": 0.7415, "Acc.airplane": 0.6211, "Acc.dirt track": 0.0026, "Acc.apparel": 0.5189, "Acc.pole": 0.2057, "Acc.land": 0.082, "Acc.bannister": 0.1119, "Acc.escalator": 0.1972, "Acc.ottoman": 0.3761, "Acc.bottle": 0.2431, "Acc.buffet": 0.4024, "Acc.poster": 0.2173, "Acc.stage": 0.1044, "Acc.van": 0.5265, "Acc.ship": 0.3455, "Acc.fountain": 0.278, "Acc.conveyer belt": 0.8492, "Acc.canopy": 0.1456, "Acc.washer": 0.6968, "Acc.plaything": 0.4082, "Acc.swimming pool": 0.4186, "Acc.stool": 0.3261, "Acc.barrel": 0.5633, "Acc.basket": 0.3257, "Acc.waterfall": 0.5406, "Acc.tent": 0.7446, "Acc.bag": 0.1843, "Acc.minibike": 0.6358, "Acc.cradle": 0.9489, "Acc.oven": 0.4734, "Acc.ball": 0.4659, "Acc.food": 0.4902, "Acc.step": 0.0691, "Acc.tank": 0.3109, "Acc.trade name": 0.2878, "Acc.microwave": 0.6558, "Acc.pot": 0.3243, "Acc.animal": 0.5008, "Acc.bicycle": 0.6705, "Acc.lake": 0.652, "Acc.dishwasher": 0.6277, "Acc.screen": 0.8004, "Acc.blanket": 0.0336, "Acc.sculpture": 0.4825, "Acc.hood": 0.3903, "Acc.sconce": 0.2962, "Acc.vase": 0.4974, "Acc.traffic light": 0.3565, "Acc.tray": 0.0564, "Acc.ashcan": 0.5212, "Acc.fan": 0.6284, "Acc.pier": 0.1578, "Acc.crt screen": 0.1224, "Acc.plate": 0.5818, "Acc.monitor": 0.7644, "Acc.bulletin board": 0.3052, "Acc.shower": 0.0005, "Acc.radiator": 0.5658, "Acc.glass": 0.1228, "Acc.clock": 0.2223, "Acc.flag": 0.3459} {"mode": "train", "epoch": 1, "iter": 24050, "lr": 7e-05, "memory": 7451, "data_time": 0.40437, "decode.loss_ce": 0.29947, "decode.acc_seg": 88.42446, "loss": 0.29947, "time": 0.61917} {"mode": "train", "epoch": 1, "iter": 24100, "lr": 7e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.29613, "decode.acc_seg": 88.55704, "loss": 0.29613, "time": 0.23497} {"mode": "train", "epoch": 1, "iter": 24150, "lr": 7e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.29395, "decode.acc_seg": 88.68404, "loss": 0.29395, "time": 0.23978} {"mode": "train", "epoch": 1, "iter": 24200, "lr": 7e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.28886, "decode.acc_seg": 88.76948, "loss": 0.28886, "time": 0.23242} {"mode": "train", "epoch": 1, "iter": 24250, "lr": 7e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.29729, "decode.acc_seg": 88.62259, "loss": 0.29729, "time": 0.23224} {"mode": "train", "epoch": 1, "iter": 24300, "lr": 7e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.29498, "decode.acc_seg": 88.66614, "loss": 0.29498, "time": 0.23761} {"mode": "train", "epoch": 1, "iter": 24350, "lr": 7e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.28875, "decode.acc_seg": 88.56165, "loss": 0.28875, "time": 0.2355} {"mode": "train", "epoch": 1, "iter": 24400, "lr": 7e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.30271, "decode.acc_seg": 88.37976, "loss": 0.30271, "time": 0.2357} {"mode": "train", "epoch": 1, "iter": 24450, "lr": 7e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.28387, "decode.acc_seg": 89.02061, "loss": 0.28387, "time": 0.23463} {"mode": "train", "epoch": 1, "iter": 24500, "lr": 7e-05, "memory": 7451, "data_time": 0.01722, "decode.loss_ce": 0.28958, "decode.acc_seg": 88.8322, "loss": 0.28958, "time": 0.23245} {"mode": "train", "epoch": 1, "iter": 24550, "lr": 7e-05, "memory": 7451, "data_time": 0.01744, "decode.loss_ce": 0.28709, "decode.acc_seg": 88.85462, "loss": 0.28709, "time": 0.23187} {"mode": "train", "epoch": 1, "iter": 24600, "lr": 7e-05, "memory": 7451, "data_time": 0.01715, "decode.loss_ce": 0.29423, "decode.acc_seg": 88.61632, "loss": 0.29423, "time": 0.23787} {"mode": "train", "epoch": 1, "iter": 24650, "lr": 7e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.29592, "decode.acc_seg": 88.3848, "loss": 0.29592, "time": 0.23205} {"mode": "train", "epoch": 1, "iter": 24700, "lr": 7e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.29713, "decode.acc_seg": 88.5455, "loss": 0.29713, "time": 0.23257} {"mode": "train", "epoch": 1, "iter": 24750, "lr": 7e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.29676, "decode.acc_seg": 88.58368, "loss": 0.29676, "time": 0.23998} {"mode": "train", "epoch": 1, "iter": 24800, "lr": 7e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.28468, "decode.acc_seg": 88.88453, "loss": 0.28468, "time": 0.23397} {"mode": "train", "epoch": 1, "iter": 24850, "lr": 7e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.29879, "decode.acc_seg": 88.50783, "loss": 0.29879, "time": 0.2339} {"mode": "train", "epoch": 1, "iter": 24900, "lr": 7e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.2942, "decode.acc_seg": 88.73224, "loss": 0.2942, "time": 0.23619} {"mode": "train", "epoch": 1, "iter": 24950, "lr": 7e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.28333, "decode.acc_seg": 88.96172, "loss": 0.28333, "time": 0.23946} {"mode": "train", "epoch": 1, "iter": 25000, "lr": 7e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.30005, "decode.acc_seg": 88.15898, "loss": 0.30005, "time": 0.23342} {"mode": "train", "epoch": 1, "iter": 25050, "lr": 7e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.27784, "decode.acc_seg": 89.05431, "loss": 0.27784, "time": 0.23748} {"mode": "train", "epoch": 1, "iter": 25100, "lr": 7e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.27751, "decode.acc_seg": 89.23173, "loss": 0.27751, "time": 0.2321} {"mode": "train", "epoch": 1, "iter": 25150, "lr": 7e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.29407, "decode.acc_seg": 88.68204, "loss": 0.29407, "time": 0.2334} {"mode": "train", "epoch": 1, "iter": 25200, "lr": 7e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.28454, "decode.acc_seg": 88.81978, "loss": 0.28454, "time": 0.23664} {"mode": "train", "epoch": 1, "iter": 25250, "lr": 7e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.28567, "decode.acc_seg": 88.85522, "loss": 0.28567, "time": 0.23324} {"mode": "train", "epoch": 1, "iter": 25300, "lr": 7e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.26771, "decode.acc_seg": 89.46731, "loss": 0.26771, "time": 0.23272} {"mode": "train", "epoch": 1, "iter": 25350, "lr": 7e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.28124, "decode.acc_seg": 88.7648, "loss": 0.28124, "time": 0.23787} {"mode": "train", "epoch": 1, "iter": 25400, "lr": 7e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.28949, "decode.acc_seg": 88.98066, "loss": 0.28949, "time": 0.22963} {"mode": "train", "epoch": 1, "iter": 25450, "lr": 7e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.28214, "decode.acc_seg": 89.02191, "loss": 0.28214, "time": 0.23074} {"mode": "train", "epoch": 1, "iter": 25500, "lr": 7e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.28446, "decode.acc_seg": 89.06188, "loss": 0.28446, "time": 0.22994} {"mode": "train", "epoch": 1, "iter": 25550, "lr": 7e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.29353, "decode.acc_seg": 88.8121, "loss": 0.29353, "time": 0.24108} {"mode": "train", "epoch": 1, "iter": 25600, "lr": 7e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.28309, "decode.acc_seg": 89.0959, "loss": 0.28309, "time": 0.23142} {"mode": "train", "epoch": 1, "iter": 25650, "lr": 7e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.2878, "decode.acc_seg": 88.7524, "loss": 0.2878, "time": 0.23255} {"mode": "train", "epoch": 1, "iter": 25700, "lr": 7e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.27814, "decode.acc_seg": 89.00673, "loss": 0.27814, "time": 0.23952} {"mode": "train", "epoch": 1, "iter": 25750, "lr": 7e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.2724, "decode.acc_seg": 89.29047, "loss": 0.2724, "time": 0.23303} {"mode": "train", "epoch": 1, "iter": 25800, "lr": 7e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.27581, "decode.acc_seg": 89.14833, "loss": 0.27581, "time": 0.23088} {"mode": "train", "epoch": 1, "iter": 25850, "lr": 7e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.27569, "decode.acc_seg": 89.27876, "loss": 0.27569, "time": 0.23833} {"mode": "train", "epoch": 1, "iter": 25900, "lr": 7e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.28204, "decode.acc_seg": 89.01293, "loss": 0.28204, "time": 0.23252} {"mode": "train", "epoch": 1, "iter": 25950, "lr": 7e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.29128, "decode.acc_seg": 88.54249, "loss": 0.29128, "time": 0.23479} {"mode": "train", "epoch": 1, "iter": 26000, "lr": 7e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.28123, "decode.acc_seg": 88.86679, "loss": 0.28123, "time": 0.2362} {"mode": "train", "epoch": 1, "iter": 26050, "lr": 7e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.27849, "decode.acc_seg": 89.03728, "loss": 0.27849, "time": 0.23434} {"mode": "train", "epoch": 1, "iter": 26100, "lr": 7e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.28842, "decode.acc_seg": 88.5535, "loss": 0.28842, "time": 0.2347} {"mode": "train", "epoch": 1, "iter": 26150, "lr": 7e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.27723, "decode.acc_seg": 89.21531, "loss": 0.27723, "time": 0.24056} {"mode": "train", "epoch": 1, "iter": 26200, "lr": 7e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.27007, "decode.acc_seg": 89.32708, "loss": 0.27007, "time": 0.23198} {"mode": "train", "epoch": 1, "iter": 26250, "lr": 7e-05, "memory": 7451, "data_time": 0.01702, "decode.loss_ce": 0.26386, "decode.acc_seg": 89.66243, "loss": 0.26386, "time": 0.23297} {"mode": "train", "epoch": 1, "iter": 26300, "lr": 7e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.27829, "decode.acc_seg": 89.06324, "loss": 0.27829, "time": 0.2386} {"mode": "train", "epoch": 1, "iter": 26350, "lr": 7e-05, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.28175, "decode.acc_seg": 89.22986, "loss": 0.28175, "time": 0.23566} {"mode": "train", "epoch": 1, "iter": 26400, "lr": 7e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.28397, "decode.acc_seg": 88.78402, "loss": 0.28397, "time": 0.23237} {"mode": "train", "epoch": 1, "iter": 26450, "lr": 7e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.2789, "decode.acc_seg": 89.08597, "loss": 0.2789, "time": 0.2346} {"mode": "train", "epoch": 1, "iter": 26500, "lr": 7e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.28213, "decode.acc_seg": 89.18199, "loss": 0.28213, "time": 0.23902} {"mode": "train", "epoch": 1, "iter": 26550, "lr": 7e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.29635, "decode.acc_seg": 88.82803, "loss": 0.29635, "time": 0.23459} {"mode": "train", "epoch": 1, "iter": 26600, "lr": 7e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.27632, "decode.acc_seg": 89.3081, "loss": 0.27632, "time": 0.2344} {"mode": "train", "epoch": 1, "iter": 26650, "lr": 7e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.2685, "decode.acc_seg": 89.38914, "loss": 0.2685, "time": 0.23829} {"mode": "train", "epoch": 1, "iter": 26700, "lr": 7e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.28068, "decode.acc_seg": 89.02433, "loss": 0.28068, "time": 0.23282} {"mode": "train", "epoch": 1, "iter": 26750, "lr": 7e-05, "memory": 7451, "data_time": 0.01613, "decode.loss_ce": 0.27853, "decode.acc_seg": 89.42475, "loss": 0.27853, "time": 0.2347} {"mode": "train", "epoch": 1, "iter": 26800, "lr": 7e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.27734, "decode.acc_seg": 89.25089, "loss": 0.27734, "time": 0.23356} {"mode": "train", "epoch": 1, "iter": 26850, "lr": 7e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.27571, "decode.acc_seg": 89.28208, "loss": 0.27571, "time": 0.23195} {"mode": "train", "epoch": 1, "iter": 26900, "lr": 7e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.28771, "decode.acc_seg": 88.92189, "loss": 0.28771, "time": 0.23297} {"mode": "train", "epoch": 1, "iter": 26950, "lr": 7e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.27622, "decode.acc_seg": 89.24774, "loss": 0.27622, "time": 0.24118} {"mode": "train", "epoch": 1, "iter": 27000, "lr": 7e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.25757, "decode.acc_seg": 89.89366, "loss": 0.25757, "time": 0.23079} {"mode": "train", "epoch": 1, "iter": 27050, "lr": 7e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.2702, "decode.acc_seg": 89.3568, "loss": 0.2702, "time": 0.23265} {"mode": "train", "epoch": 1, "iter": 27100, "lr": 7e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.26972, "decode.acc_seg": 89.46503, "loss": 0.26972, "time": 0.24095} {"mode": "train", "epoch": 1, "iter": 27150, "lr": 7e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.26491, "decode.acc_seg": 89.67745, "loss": 0.26491, "time": 0.232} {"mode": "train", "epoch": 1, "iter": 27200, "lr": 7e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.27993, "decode.acc_seg": 89.01826, "loss": 0.27993, "time": 0.23368} {"mode": "train", "epoch": 1, "iter": 27250, "lr": 7e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.27298, "decode.acc_seg": 89.32467, "loss": 0.27298, "time": 0.23453} {"mode": "train", "epoch": 1, "iter": 27300, "lr": 7e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.26757, "decode.acc_seg": 89.28183, "loss": 0.26757, "time": 0.23925} {"mode": "train", "epoch": 1, "iter": 27350, "lr": 7e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.27308, "decode.acc_seg": 89.28207, "loss": 0.27308, "time": 0.2311} {"mode": "train", "epoch": 1, "iter": 27400, "lr": 7e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.27066, "decode.acc_seg": 89.38717, "loss": 0.27066, "time": 0.23847} {"mode": "train", "epoch": 1, "iter": 27450, "lr": 7e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.26988, "decode.acc_seg": 89.42138, "loss": 0.26988, "time": 0.23354} {"mode": "train", "epoch": 1, "iter": 27500, "lr": 7e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.27667, "decode.acc_seg": 89.28672, "loss": 0.27667, "time": 0.23348} {"mode": "train", "epoch": 1, "iter": 27550, "lr": 7e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.27809, "decode.acc_seg": 89.33694, "loss": 0.27809, "time": 0.23615} {"mode": "train", "epoch": 1, "iter": 27600, "lr": 7e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.26863, "decode.acc_seg": 89.46936, "loss": 0.26863, "time": 0.23201} {"mode": "train", "epoch": 1, "iter": 27650, "lr": 7e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.27007, "decode.acc_seg": 89.32403, "loss": 0.27007, "time": 0.23297} {"mode": "train", "epoch": 1, "iter": 27700, "lr": 7e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.26771, "decode.acc_seg": 89.443, "loss": 0.26771, "time": 0.23969} {"mode": "train", "epoch": 1, "iter": 27750, "lr": 7e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.26692, "decode.acc_seg": 89.7063, "loss": 0.26692, "time": 0.23167} {"mode": "train", "epoch": 1, "iter": 27800, "lr": 7e-05, "memory": 7451, "data_time": 0.01709, "decode.loss_ce": 0.26572, "decode.acc_seg": 89.46994, "loss": 0.26572, "time": 0.23309} {"mode": "train", "epoch": 1, "iter": 27850, "lr": 7e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.26601, "decode.acc_seg": 89.5692, "loss": 0.26601, "time": 0.23315} {"mode": "train", "epoch": 1, "iter": 27900, "lr": 7e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.26473, "decode.acc_seg": 89.5407, "loss": 0.26473, "time": 0.24374} {"mode": "train", "epoch": 1, "iter": 27950, "lr": 7e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.27285, "decode.acc_seg": 89.24133, "loss": 0.27285, "time": 0.23488} {"mode": "train", "epoch": 1, "iter": 28000, "lr": 7e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.27448, "decode.acc_seg": 89.00257, "loss": 0.27448, "time": 0.23386} {"mode": "train", "epoch": 1, "iter": 28050, "lr": 7e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.26719, "decode.acc_seg": 89.41328, "loss": 0.26719, "time": 0.24147} {"mode": "train", "epoch": 1, "iter": 28100, "lr": 7e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.26591, "decode.acc_seg": 89.60664, "loss": 0.26591, "time": 0.23177} {"mode": "train", "epoch": 1, "iter": 28150, "lr": 7e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.26518, "decode.acc_seg": 89.56011, "loss": 0.26518, "time": 0.23463} {"mode": "train", "epoch": 1, "iter": 28200, "lr": 7e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.26614, "decode.acc_seg": 89.59431, "loss": 0.26614, "time": 0.24052} {"mode": "train", "epoch": 1, "iter": 28250, "lr": 7e-05, "memory": 7451, "data_time": 0.01752, "decode.loss_ce": 0.25621, "decode.acc_seg": 89.93043, "loss": 0.25621, "time": 0.23466} {"mode": "train", "epoch": 1, "iter": 28300, "lr": 7e-05, "memory": 7451, "data_time": 0.01718, "decode.loss_ce": 0.26841, "decode.acc_seg": 89.52467, "loss": 0.26841, "time": 0.23292} {"mode": "train", "epoch": 1, "iter": 28350, "lr": 7e-05, "memory": 7451, "data_time": 0.01722, "decode.loss_ce": 0.25655, "decode.acc_seg": 89.93128, "loss": 0.25655, "time": 0.23582} {"mode": "train", "epoch": 1, "iter": 28400, "lr": 7e-05, "memory": 7451, "data_time": 0.01733, "decode.loss_ce": 0.26565, "decode.acc_seg": 89.60918, "loss": 0.26565, "time": 0.23403} {"mode": "train", "epoch": 1, "iter": 28450, "lr": 7e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.27373, "decode.acc_seg": 89.34944, "loss": 0.27373, "time": 0.23431} {"mode": "train", "epoch": 1, "iter": 28500, "lr": 7e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.26653, "decode.acc_seg": 89.40574, "loss": 0.26653, "time": 0.24316} {"mode": "train", "epoch": 1, "iter": 28550, "lr": 7e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.26651, "decode.acc_seg": 89.56309, "loss": 0.26651, "time": 0.23393} {"mode": "train", "epoch": 1, "iter": 28600, "lr": 7e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.27015, "decode.acc_seg": 89.25217, "loss": 0.27015, "time": 0.23386} {"mode": "train", "epoch": 1, "iter": 28650, "lr": 7e-05, "memory": 7451, "data_time": 0.01715, "decode.loss_ce": 0.26411, "decode.acc_seg": 89.5117, "loss": 0.26411, "time": 0.24053} {"mode": "train", "epoch": 1, "iter": 28700, "lr": 7e-05, "memory": 7451, "data_time": 0.01706, "decode.loss_ce": 0.27022, "decode.acc_seg": 89.33416, "loss": 0.27022, "time": 0.23614} {"mode": "train", "epoch": 1, "iter": 28750, "lr": 7e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.27888, "decode.acc_seg": 89.15531, "loss": 0.27888, "time": 0.23229} {"mode": "train", "epoch": 1, "iter": 28800, "lr": 7e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.26245, "decode.acc_seg": 89.70239, "loss": 0.26245, "time": 0.23663} {"mode": "train", "epoch": 1, "iter": 28850, "lr": 7e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.27414, "decode.acc_seg": 89.42422, "loss": 0.27414, "time": 0.24065} {"mode": "train", "epoch": 1, "iter": 28900, "lr": 7e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.26756, "decode.acc_seg": 89.38871, "loss": 0.26756, "time": 0.23232} {"mode": "train", "epoch": 1, "iter": 28950, "lr": 7e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.26555, "decode.acc_seg": 89.35768, "loss": 0.26555, "time": 0.23518} {"mode": "train", "epoch": 1, "iter": 29000, "lr": 7e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.26475, "decode.acc_seg": 89.52836, "loss": 0.26475, "time": 0.23997} {"mode": "train", "epoch": 1, "iter": 29050, "lr": 7e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.27245, "decode.acc_seg": 89.09978, "loss": 0.27245, "time": 0.2337} {"mode": "train", "epoch": 1, "iter": 29100, "lr": 7e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.27138, "decode.acc_seg": 89.38647, "loss": 0.27138, "time": 0.23799} {"mode": "train", "epoch": 1, "iter": 29150, "lr": 7e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.25726, "decode.acc_seg": 89.71558, "loss": 0.25726, "time": 0.23357} {"mode": "train", "epoch": 1, "iter": 29200, "lr": 7e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.26197, "decode.acc_seg": 89.86464, "loss": 0.26197, "time": 0.23497} {"mode": "train", "epoch": 1, "iter": 29250, "lr": 7e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.26625, "decode.acc_seg": 89.59143, "loss": 0.26625, "time": 0.2344} {"mode": "train", "epoch": 1, "iter": 29300, "lr": 7e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.2635, "decode.acc_seg": 89.55941, "loss": 0.2635, "time": 0.24169} {"mode": "train", "epoch": 1, "iter": 29350, "lr": 7e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.26412, "decode.acc_seg": 89.67675, "loss": 0.26412, "time": 0.23505} {"mode": "train", "epoch": 1, "iter": 29400, "lr": 7e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.25833, "decode.acc_seg": 89.89044, "loss": 0.25833, "time": 0.2339} {"mode": "train", "epoch": 1, "iter": 29450, "lr": 7e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.2655, "decode.acc_seg": 89.6521, "loss": 0.2655, "time": 0.24188} {"mode": "train", "epoch": 1, "iter": 29500, "lr": 7e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.26087, "decode.acc_seg": 89.63518, "loss": 0.26087, "time": 0.23239} {"mode": "train", "epoch": 1, "iter": 29550, "lr": 7e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.26243, "decode.acc_seg": 89.79052, "loss": 0.26243, "time": 0.23191} {"mode": "train", "epoch": 1, "iter": 29600, "lr": 7e-05, "memory": 7451, "data_time": 0.01609, "decode.loss_ce": 0.26552, "decode.acc_seg": 89.48425, "loss": 0.26552, "time": 0.23605} {"mode": "train", "epoch": 1, "iter": 29650, "lr": 7e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.26509, "decode.acc_seg": 89.58895, "loss": 0.26509, "time": 0.23799} {"mode": "train", "epoch": 1, "iter": 29700, "lr": 7e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.26357, "decode.acc_seg": 89.76229, "loss": 0.26357, "time": 0.23533} {"mode": "train", "epoch": 1, "iter": 29750, "lr": 7e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.2699, "decode.acc_seg": 89.33199, "loss": 0.2699, "time": 0.23897} {"mode": "train", "epoch": 1, "iter": 29800, "lr": 7e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.25735, "decode.acc_seg": 89.96529, "loss": 0.25735, "time": 0.23166} {"mode": "train", "epoch": 1, "iter": 29850, "lr": 7e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.25288, "decode.acc_seg": 90.02172, "loss": 0.25288, "time": 0.23276} {"mode": "train", "epoch": 1, "iter": 29900, "lr": 7e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.26114, "decode.acc_seg": 89.60961, "loss": 0.26114, "time": 0.23441} {"mode": "train", "epoch": 1, "iter": 29950, "lr": 7e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.24974, "decode.acc_seg": 90.05625, "loss": 0.24974, "time": 0.23477} {"mode": "train", "epoch": 1, "iter": 30000, "lr": 7e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.2559, "decode.acc_seg": 90.0335, "loss": 0.2559, "time": 0.23463} {"mode": "train", "epoch": 1, "iter": 30050, "lr": 7e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.25542, "decode.acc_seg": 89.8846, "loss": 0.25542, "time": 0.23898} {"mode": "train", "epoch": 1, "iter": 30100, "lr": 7e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.25723, "decode.acc_seg": 89.80227, "loss": 0.25723, "time": 0.2358} {"mode": "train", "epoch": 1, "iter": 30150, "lr": 7e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.24856, "decode.acc_seg": 90.01503, "loss": 0.24856, "time": 0.23223} {"mode": "train", "epoch": 1, "iter": 30200, "lr": 7e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.25096, "decode.acc_seg": 90.12032, "loss": 0.25096, "time": 0.23287} {"mode": "train", "epoch": 1, "iter": 30250, "lr": 7e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.26045, "decode.acc_seg": 89.83909, "loss": 0.26045, "time": 0.24044} {"mode": "train", "epoch": 1, "iter": 30300, "lr": 7e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.24812, "decode.acc_seg": 90.00108, "loss": 0.24812, "time": 0.23203} {"mode": "train", "epoch": 1, "iter": 30350, "lr": 7e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.25447, "decode.acc_seg": 89.95162, "loss": 0.25447, "time": 0.2352} {"mode": "train", "epoch": 1, "iter": 30400, "lr": 7e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.25587, "decode.acc_seg": 89.96738, "loss": 0.25587, "time": 0.24187} {"mode": "train", "epoch": 1, "iter": 30450, "lr": 7e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.2567, "decode.acc_seg": 89.79649, "loss": 0.2567, "time": 0.23387} {"mode": "train", "epoch": 1, "iter": 30500, "lr": 7e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.2503, "decode.acc_seg": 89.91572, "loss": 0.2503, "time": 0.23266} {"mode": "train", "epoch": 1, "iter": 30550, "lr": 7e-05, "memory": 7451, "data_time": 0.01615, "decode.loss_ce": 0.25667, "decode.acc_seg": 90.01506, "loss": 0.25667, "time": 0.23756} {"mode": "train", "epoch": 1, "iter": 30600, "lr": 7e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.25655, "decode.acc_seg": 89.81562, "loss": 0.25655, "time": 0.23259} {"mode": "train", "epoch": 1, "iter": 30650, "lr": 7e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.25168, "decode.acc_seg": 89.94679, "loss": 0.25168, "time": 0.23266} {"mode": "train", "epoch": 1, "iter": 30700, "lr": 7e-05, "memory": 7451, "data_time": 0.01608, "decode.loss_ce": 0.25987, "decode.acc_seg": 89.80758, "loss": 0.25987, "time": 0.23583} {"mode": "train", "epoch": 1, "iter": 30750, "lr": 6e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.25912, "decode.acc_seg": 89.68784, "loss": 0.25912, "time": 0.23307} {"mode": "train", "epoch": 1, "iter": 30800, "lr": 6e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.25567, "decode.acc_seg": 89.94055, "loss": 0.25567, "time": 0.23208} {"mode": "train", "epoch": 1, "iter": 30850, "lr": 6e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.255, "decode.acc_seg": 90.04593, "loss": 0.255, "time": 0.24157} {"mode": "train", "epoch": 1, "iter": 30900, "lr": 6e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.25167, "decode.acc_seg": 90.08159, "loss": 0.25167, "time": 0.23304} {"mode": "train", "epoch": 1, "iter": 30950, "lr": 6e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.24818, "decode.acc_seg": 90.19502, "loss": 0.24818, "time": 0.23352} {"mode": "train", "epoch": 1, "iter": 31000, "lr": 6e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.2622, "decode.acc_seg": 89.6956, "loss": 0.2622, "time": 0.23472} {"mode": "train", "epoch": 1, "iter": 31050, "lr": 6e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.25654, "decode.acc_seg": 89.81717, "loss": 0.25654, "time": 0.23652} {"mode": "train", "epoch": 1, "iter": 31100, "lr": 6e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.25764, "decode.acc_seg": 89.90991, "loss": 0.25764, "time": 0.23348} {"mode": "train", "epoch": 1, "iter": 31150, "lr": 6e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.25258, "decode.acc_seg": 90.11261, "loss": 0.25258, "time": 0.23322} {"mode": "train", "epoch": 1, "iter": 31200, "lr": 6e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.25106, "decode.acc_seg": 90.04291, "loss": 0.25106, "time": 0.24202} {"mode": "train", "epoch": 1, "iter": 31250, "lr": 6e-05, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.25281, "decode.acc_seg": 89.98878, "loss": 0.25281, "time": 0.23289} {"mode": "train", "epoch": 1, "iter": 31300, "lr": 6e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.25478, "decode.acc_seg": 89.86325, "loss": 0.25478, "time": 0.23138} {"mode": "train", "epoch": 1, "iter": 31350, "lr": 6e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.24228, "decode.acc_seg": 90.33763, "loss": 0.24228, "time": 0.23836} {"mode": "train", "epoch": 1, "iter": 31400, "lr": 6e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.26081, "decode.acc_seg": 89.58298, "loss": 0.26081, "time": 0.23172} {"mode": "train", "epoch": 1, "iter": 31450, "lr": 6e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.25419, "decode.acc_seg": 89.97676, "loss": 0.25419, "time": 0.2345} {"mode": "train", "epoch": 1, "iter": 31500, "lr": 6e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.24995, "decode.acc_seg": 90.14295, "loss": 0.24995, "time": 0.23202} {"mode": "train", "epoch": 1, "iter": 31550, "lr": 6e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.26129, "decode.acc_seg": 89.60175, "loss": 0.26129, "time": 0.2323} {"mode": "train", "epoch": 2, "iter": 31600, "lr": 6e-05, "memory": 7451, "data_time": 0.06495, "decode.loss_ce": 0.24541, "decode.acc_seg": 90.25783, "loss": 0.24541, "time": 0.27929} {"mode": "train", "epoch": 2, "iter": 31650, "lr": 6e-05, "memory": 7451, "data_time": 0.01606, "decode.loss_ce": 0.24862, "decode.acc_seg": 90.26352, "loss": 0.24862, "time": 0.23982} {"mode": "train", "epoch": 2, "iter": 31700, "lr": 6e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.26, "decode.acc_seg": 89.71724, "loss": 0.26, "time": 0.23274} {"mode": "train", "epoch": 2, "iter": 31750, "lr": 6e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.25068, "decode.acc_seg": 89.97897, "loss": 0.25068, "time": 0.23297} {"mode": "train", "epoch": 2, "iter": 31800, "lr": 6e-05, "memory": 7451, "data_time": 0.01614, "decode.loss_ce": 0.25066, "decode.acc_seg": 89.90135, "loss": 0.25066, "time": 0.24092} {"mode": "train", "epoch": 2, "iter": 31850, "lr": 6e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.24574, "decode.acc_seg": 90.37424, "loss": 0.24574, "time": 0.23465} {"mode": "train", "epoch": 2, "iter": 31900, "lr": 6e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.23493, "decode.acc_seg": 90.69457, "loss": 0.23493, "time": 0.23528} {"mode": "train", "epoch": 2, "iter": 31950, "lr": 6e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.24501, "decode.acc_seg": 90.39293, "loss": 0.24501, "time": 0.23756} {"mode": "train", "epoch": 2, "iter": 32000, "lr": 6e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.2423, "decode.acc_seg": 90.31497, "loss": 0.2423, "time": 0.25245} {"mode": "val", "epoch": 2, "iter": 250, "lr": 6e-05, "aAcc": 0.8067, "mIoU": 0.4396, "mAcc": 0.5537, "IoU.wall": 0.7486, "IoU.building": 0.8132, "IoU.sky": 0.9361, "IoU.floor": 0.7812, "IoU.tree": 0.7153, "IoU.ceiling": 0.8052, "IoU.road": 0.7994, "IoU.bed ": 0.8678, "IoU.windowpane": 0.5968, "IoU.grass": 0.6623, "IoU.cabinet": 0.5698, "IoU.sidewalk": 0.5964, "IoU.person": 0.7848, "IoU.earth": 0.3368, "IoU.door": 0.4061, "IoU.table": 0.5477, "IoU.mountain": 0.5631, "IoU.plant": 0.5075, "IoU.curtain": 0.6685, "IoU.chair": 0.5418, "IoU.car": 0.8198, "IoU.water": 0.3308, "IoU.painting": 0.6934, "IoU.sofa": 0.63, "IoU.shelf": 0.3745, "IoU.house": 0.4306, "IoU.sea": 0.4949, "IoU.mirror": 0.6651, "IoU.rug": 0.4139, "IoU.field": 0.3015, "IoU.armchair": 0.4277, "IoU.seat": 0.5465, "IoU.fence": 0.3583, "IoU.desk": 0.4184, "IoU.rock": 0.3305, "IoU.wardrobe": 0.4126, "IoU.lamp": 0.5856, "IoU.bathtub": 0.7619, "IoU.railing": 0.3188, "IoU.cushion": 0.5434, "IoU.base": 0.1881, "IoU.box": 0.243, "IoU.column": 0.4012, "IoU.signboard": 0.3249, "IoU.chest of drawers": 0.3776, "IoU.counter": 0.2728, "IoU.sand": 0.296, "IoU.sink": 0.702, "IoU.skyscraper": 0.5639, "IoU.fireplace": 0.6761, "IoU.refrigerator": 0.7156, "IoU.grandstand": 0.2781, "IoU.path": 0.1693, "IoU.stairs": 0.2606, "IoU.runway": 0.6015, "IoU.case": 0.3436, "IoU.pool table": 0.9137, "IoU.pillow": 0.5111, "IoU.screen door": 0.5345, "IoU.stairway": 0.2523, "IoU.river": 0.1361, "IoU.bridge": 0.381, "IoU.bookcase": 0.3146, "IoU.blind": 0.318, "IoU.coffee table": 0.5413, "IoU.toilet": 0.8231, "IoU.flower": 0.4126, "IoU.book": 0.4235, "IoU.hill": 0.1086, "IoU.bench": 0.3543, "IoU.countertop": 0.526, "IoU.stove": 0.6381, "IoU.palm": 0.4327, "IoU.kitchen island": 0.1868, "IoU.computer": 0.6485, "IoU.swivel chair": 0.4134, "IoU.boat": 0.4776, "IoU.bar": 0.3441, "IoU.arcade machine": 0.6628, "IoU.hovel": 0.2933, "IoU.bus": 0.8453, "IoU.towel": 0.5203, "IoU.light": 0.473, "IoU.truck": 0.3193, "IoU.tower": 0.377, "IoU.chandelier": 0.6349, "IoU.awning": 0.171, "IoU.streetlight": 0.222, "IoU.booth": 0.3263, "IoU.television receiver": 0.654, "IoU.airplane": 0.536, "IoU.dirt track": 0.0011, "IoU.apparel": 0.3619, "IoU.pole": 0.15, "IoU.land": 0.059, "IoU.bannister": 0.1233, "IoU.escalator": 0.1969, "IoU.ottoman": 0.3953, "IoU.bottle": 0.3084, "IoU.buffet": 0.2899, "IoU.poster": 0.2171, "IoU.stage": 0.1378, "IoU.van": 0.3882, "IoU.ship": 0.2123, "IoU.fountain": 0.2966, "IoU.conveyer belt": 0.7023, "IoU.canopy": 0.1283, "IoU.washer": 0.6484, "IoU.plaything": 0.2253, "IoU.swimming pool": 0.3744, "IoU.stool": 0.3383, "IoU.barrel": 0.4752, "IoU.basket": 0.2852, "IoU.waterfall": 0.5214, "IoU.tent": 0.8902, "IoU.bag": 0.155, "IoU.minibike": 0.6378, "IoU.cradle": 0.8448, "IoU.oven": 0.259, "IoU.ball": 0.4151, "IoU.food": 0.4829, "IoU.step": 0.1237, "IoU.tank": 0.3313, "IoU.trade name": 0.2289, "IoU.microwave": 0.5067, "IoU.pot": 0.37, "IoU.animal": 0.4638, "IoU.bicycle": 0.5319, "IoU.lake": 0.6159, "IoU.dishwasher": 0.5831, "IoU.screen": 0.5352, "IoU.blanket": 0.1152, "IoU.sculpture": 0.4831, "IoU.hood": 0.5715, "IoU.sconce": 0.3201, "IoU.vase": 0.2824, "IoU.traffic light": 0.3138, "IoU.tray": 0.0592, "IoU.ashcan": 0.404, "IoU.fan": 0.5444, "IoU.pier": 0.4172, "IoU.crt screen": 0.0846, "IoU.plate": 0.3321, "IoU.monitor": 0.4063, "IoU.bulletin board": 0.3352, "IoU.shower": 0.0, "IoU.radiator": 0.5207, "IoU.glass": 0.0831, "IoU.clock": 0.2254, "IoU.flag": 0.3778, "Acc.wall": 0.869, "Acc.building": 0.9139, "Acc.sky": 0.973, "Acc.floor": 0.8977, "Acc.tree": 0.883, "Acc.ceiling": 0.871, "Acc.road": 0.9149, "Acc.bed ": 0.9558, "Acc.windowpane": 0.7342, "Acc.grass": 0.8219, "Acc.cabinet": 0.7302, "Acc.sidewalk": 0.7455, "Acc.person": 0.9306, "Acc.earth": 0.4329, "Acc.door": 0.5255, "Acc.table": 0.7102, "Acc.mountain": 0.7457, "Acc.plant": 0.6383, "Acc.curtain": 0.8493, "Acc.chair": 0.6869, "Acc.car": 0.9018, "Acc.water": 0.3834, "Acc.painting": 0.8588, "Acc.sofa": 0.7908, "Acc.shelf": 0.665, "Acc.house": 0.6549, "Acc.sea": 0.923, "Acc.mirror": 0.7793, "Acc.rug": 0.4546, "Acc.field": 0.4741, "Acc.armchair": 0.6088, "Acc.seat": 0.7513, "Acc.fence": 0.5153, "Acc.desk": 0.6418, "Acc.rock": 0.4939, "Acc.wardrobe": 0.6018, "Acc.lamp": 0.74, "Acc.bathtub": 0.8629, "Acc.railing": 0.4378, "Acc.cushion": 0.6741, "Acc.base": 0.2356, "Acc.box": 0.3765, "Acc.column": 0.5436, "Acc.signboard": 0.4486, "Acc.chest of drawers": 0.5582, "Acc.counter": 0.3599, "Acc.sand": 0.4525, "Acc.sink": 0.794, "Acc.skyscraper": 0.7684, "Acc.fireplace": 0.8695, "Acc.refrigerator": 0.7847, "Acc.grandstand": 0.4157, "Acc.path": 0.2314, "Acc.stairs": 0.3445, "Acc.runway": 0.7489, "Acc.case": 0.4084, "Acc.pool table": 0.9536, "Acc.pillow": 0.606, "Acc.screen door": 0.5897, "Acc.stairway": 0.3559, "Acc.river": 0.407, "Acc.bridge": 0.4461, "Acc.bookcase": 0.4574, "Acc.blind": 0.3374, "Acc.coffee table": 0.7759, "Acc.toilet": 0.8816, "Acc.flower": 0.5192, "Acc.book": 0.6954, "Acc.hill": 0.1347, "Acc.bench": 0.4452, "Acc.countertop": 0.699, "Acc.stove": 0.6717, "Acc.palm": 0.7857, "Acc.kitchen island": 0.317, "Acc.computer": 0.7425, "Acc.swivel chair": 0.5855, "Acc.boat": 0.5756, "Acc.bar": 0.4432, "Acc.arcade machine": 0.7836, "Acc.hovel": 0.4371, "Acc.bus": 0.9012, "Acc.towel": 0.7202, "Acc.light": 0.5371, "Acc.truck": 0.4397, "Acc.tower": 0.4765, "Acc.chandelier": 0.8212, "Acc.awning": 0.2022, "Acc.streetlight": 0.2825, "Acc.booth": 0.3296, "Acc.television receiver": 0.7535, "Acc.airplane": 0.6229, "Acc.dirt track": 0.0043, "Acc.apparel": 0.5709, "Acc.pole": 0.1961, "Acc.land": 0.0955, "Acc.bannister": 0.1649, "Acc.escalator": 0.2125, "Acc.ottoman": 0.5234, "Acc.bottle": 0.432, "Acc.buffet": 0.3126, "Acc.poster": 0.2853, "Acc.stage": 0.2324, "Acc.van": 0.5335, "Acc.ship": 0.2739, "Acc.fountain": 0.3037, "Acc.conveyer belt": 0.8186, "Acc.canopy": 0.1428, "Acc.washer": 0.6741, "Acc.plaything": 0.354, "Acc.swimming pool": 0.659, "Acc.stool": 0.4528, "Acc.barrel": 0.649, "Acc.basket": 0.3833, "Acc.waterfall": 0.5939, "Acc.tent": 0.9769, "Acc.bag": 0.1966, "Acc.minibike": 0.7333, "Acc.cradle": 0.9422, "Acc.oven": 0.736, "Acc.ball": 0.4566, "Acc.food": 0.5579, "Acc.step": 0.1591, "Acc.tank": 0.3393, "Acc.trade name": 0.2528, "Acc.microwave": 0.5435, "Acc.pot": 0.4304, "Acc.animal": 0.4765, "Acc.bicycle": 0.6618, "Acc.lake": 0.6775, "Acc.dishwasher": 0.7036, "Acc.screen": 0.6719, "Acc.blanket": 0.1309, "Acc.sculpture": 0.6865, "Acc.hood": 0.6134, "Acc.sconce": 0.3888, "Acc.vase": 0.4832, "Acc.traffic light": 0.4966, "Acc.tray": 0.1435, "Acc.ashcan": 0.4968, "Acc.fan": 0.6523, "Acc.pier": 0.5268, "Acc.crt screen": 0.1607, "Acc.plate": 0.3946, "Acc.monitor": 0.5903, "Acc.bulletin board": 0.4234, "Acc.shower": 0.0, "Acc.radiator": 0.6026, "Acc.glass": 0.0884, "Acc.clock": 0.2749, "Acc.flag": 0.4077} {"mode": "train", "epoch": 2, "iter": 32050, "lr": 6e-05, "memory": 7451, "data_time": 0.40728, "decode.loss_ce": 0.24583, "decode.acc_seg": 90.27185, "loss": 0.24583, "time": 0.62108} {"mode": "train", "epoch": 2, "iter": 32100, "lr": 6e-05, "memory": 7451, "data_time": 0.0161, "decode.loss_ce": 0.24328, "decode.acc_seg": 90.29877, "loss": 0.24328, "time": 0.23587} {"mode": "train", "epoch": 2, "iter": 32150, "lr": 6e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.24833, "decode.acc_seg": 89.93278, "loss": 0.24833, "time": 0.2316} {"mode": "train", "epoch": 2, "iter": 32200, "lr": 6e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.24037, "decode.acc_seg": 90.28015, "loss": 0.24037, "time": 0.23398} {"mode": "train", "epoch": 2, "iter": 32250, "lr": 6e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.2484, "decode.acc_seg": 90.21613, "loss": 0.2484, "time": 0.23066} {"mode": "train", "epoch": 2, "iter": 32300, "lr": 6e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.25289, "decode.acc_seg": 89.83459, "loss": 0.25289, "time": 0.23376} {"mode": "train", "epoch": 2, "iter": 32350, "lr": 6e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.24401, "decode.acc_seg": 90.18759, "loss": 0.24401, "time": 0.23501} {"mode": "train", "epoch": 2, "iter": 32400, "lr": 6e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.24555, "decode.acc_seg": 90.34026, "loss": 0.24555, "time": 0.23789} {"mode": "train", "epoch": 2, "iter": 32450, "lr": 6e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.24174, "decode.acc_seg": 90.40636, "loss": 0.24174, "time": 0.23259} {"mode": "train", "epoch": 2, "iter": 32500, "lr": 6e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.25786, "decode.acc_seg": 89.70845, "loss": 0.25786, "time": 0.23382} {"mode": "train", "epoch": 2, "iter": 32550, "lr": 6e-05, "memory": 7451, "data_time": 0.01713, "decode.loss_ce": 0.25908, "decode.acc_seg": 89.85291, "loss": 0.25908, "time": 0.2347} {"mode": "train", "epoch": 2, "iter": 32600, "lr": 6e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.24229, "decode.acc_seg": 90.3414, "loss": 0.24229, "time": 0.23774} {"mode": "train", "epoch": 2, "iter": 32650, "lr": 6e-05, "memory": 7451, "data_time": 0.01733, "decode.loss_ce": 0.2479, "decode.acc_seg": 90.1899, "loss": 0.2479, "time": 0.23279} {"mode": "train", "epoch": 2, "iter": 32700, "lr": 6e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.24162, "decode.acc_seg": 90.49443, "loss": 0.24162, "time": 0.23311} {"mode": "train", "epoch": 2, "iter": 32750, "lr": 6e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.24157, "decode.acc_seg": 90.41271, "loss": 0.24157, "time": 0.23771} {"mode": "train", "epoch": 2, "iter": 32800, "lr": 6e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.24714, "decode.acc_seg": 90.2188, "loss": 0.24714, "time": 0.23258} {"mode": "train", "epoch": 2, "iter": 32850, "lr": 6e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.26313, "decode.acc_seg": 89.6042, "loss": 0.26313, "time": 0.23269} {"mode": "train", "epoch": 2, "iter": 32900, "lr": 6e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.25097, "decode.acc_seg": 90.14869, "loss": 0.25097, "time": 0.23756} {"mode": "train", "epoch": 2, "iter": 32950, "lr": 6e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.24718, "decode.acc_seg": 90.1535, "loss": 0.24718, "time": 0.2338} {"mode": "train", "epoch": 2, "iter": 33000, "lr": 6e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.23687, "decode.acc_seg": 90.45903, "loss": 0.23687, "time": 0.23565} {"mode": "train", "epoch": 2, "iter": 33050, "lr": 6e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.24648, "decode.acc_seg": 90.36326, "loss": 0.24648, "time": 0.23239} {"mode": "train", "epoch": 2, "iter": 33100, "lr": 6e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.24051, "decode.acc_seg": 90.59828, "loss": 0.24051, "time": 0.23294} {"mode": "train", "epoch": 2, "iter": 33150, "lr": 6e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.26294, "decode.acc_seg": 89.86249, "loss": 0.26294, "time": 0.23535} {"mode": "train", "epoch": 2, "iter": 33200, "lr": 6e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.24243, "decode.acc_seg": 90.32385, "loss": 0.24243, "time": 0.23957} {"mode": "train", "epoch": 2, "iter": 33250, "lr": 6e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.25862, "decode.acc_seg": 89.74434, "loss": 0.25862, "time": 0.23377} {"mode": "train", "epoch": 2, "iter": 33300, "lr": 6e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.23655, "decode.acc_seg": 90.65627, "loss": 0.23655, "time": 0.23244} {"mode": "train", "epoch": 2, "iter": 33350, "lr": 6e-05, "memory": 7451, "data_time": 0.0158, "decode.loss_ce": 0.24773, "decode.acc_seg": 90.19513, "loss": 0.24773, "time": 0.23912} {"mode": "train", "epoch": 2, "iter": 33400, "lr": 6e-05, "memory": 7451, "data_time": 0.01596, "decode.loss_ce": 0.23697, "decode.acc_seg": 90.5552, "loss": 0.23697, "time": 0.23886} {"mode": "train", "epoch": 2, "iter": 33450, "lr": 6e-05, "memory": 7451, "data_time": 0.01538, "decode.loss_ce": 0.23425, "decode.acc_seg": 90.72768, "loss": 0.23425, "time": 0.23726} {"mode": "train", "epoch": 2, "iter": 33500, "lr": 6e-05, "memory": 7451, "data_time": 0.01561, "decode.loss_ce": 0.22987, "decode.acc_seg": 90.91996, "loss": 0.22987, "time": 0.23466} {"mode": "train", "epoch": 2, "iter": 33550, "lr": 6e-05, "memory": 7451, "data_time": 0.01556, "decode.loss_ce": 0.24067, "decode.acc_seg": 90.50894, "loss": 0.24067, "time": 0.24025} {"mode": "train", "epoch": 2, "iter": 33600, "lr": 6e-05, "memory": 7451, "data_time": 0.01535, "decode.loss_ce": 0.24627, "decode.acc_seg": 90.19777, "loss": 0.24627, "time": 0.23516} {"mode": "train", "epoch": 2, "iter": 33650, "lr": 6e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.25301, "decode.acc_seg": 89.91191, "loss": 0.25301, "time": 0.23475} {"mode": "train", "epoch": 2, "iter": 33700, "lr": 6e-05, "memory": 7451, "data_time": 0.01709, "decode.loss_ce": 0.24339, "decode.acc_seg": 90.46081, "loss": 0.24339, "time": 0.24114} {"mode": "train", "epoch": 2, "iter": 33750, "lr": 6e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.24107, "decode.acc_seg": 90.33327, "loss": 0.24107, "time": 0.23745} {"mode": "train", "epoch": 2, "iter": 33800, "lr": 6e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.24088, "decode.acc_seg": 90.37569, "loss": 0.24088, "time": 0.23353} {"mode": "train", "epoch": 2, "iter": 33850, "lr": 6e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.24024, "decode.acc_seg": 90.46751, "loss": 0.24024, "time": 0.2342} {"mode": "train", "epoch": 2, "iter": 33900, "lr": 6e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.24557, "decode.acc_seg": 90.2297, "loss": 0.24557, "time": 0.23256} {"mode": "train", "epoch": 2, "iter": 33950, "lr": 6e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.24458, "decode.acc_seg": 90.24218, "loss": 0.24458, "time": 0.23536} {"mode": "train", "epoch": 2, "iter": 34000, "lr": 6e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.24022, "decode.acc_seg": 90.47558, "loss": 0.24022, "time": 0.23809} {"mode": "train", "epoch": 2, "iter": 34050, "lr": 6e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.2351, "decode.acc_seg": 90.61476, "loss": 0.2351, "time": 0.23379} {"mode": "train", "epoch": 2, "iter": 34100, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.24069, "decode.acc_seg": 90.26108, "loss": 0.24069, "time": 0.23733} {"mode": "train", "epoch": 2, "iter": 34150, "lr": 6e-05, "memory": 7451, "data_time": 0.01615, "decode.loss_ce": 0.25075, "decode.acc_seg": 90.0076, "loss": 0.25075, "time": 0.23855} {"mode": "train", "epoch": 2, "iter": 34200, "lr": 6e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.24677, "decode.acc_seg": 90.36753, "loss": 0.24677, "time": 0.23462} {"mode": "train", "epoch": 2, "iter": 34250, "lr": 6e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.24459, "decode.acc_seg": 90.27995, "loss": 0.24459, "time": 0.23615} {"mode": "train", "epoch": 2, "iter": 34300, "lr": 6e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.22794, "decode.acc_seg": 90.95686, "loss": 0.22794, "time": 0.23337} {"mode": "train", "epoch": 2, "iter": 34350, "lr": 6e-05, "memory": 7451, "data_time": 0.01603, "decode.loss_ce": 0.24775, "decode.acc_seg": 89.99947, "loss": 0.24775, "time": 0.23973} {"mode": "train", "epoch": 2, "iter": 34400, "lr": 6e-05, "memory": 7451, "data_time": 0.01591, "decode.loss_ce": 0.24547, "decode.acc_seg": 90.357, "loss": 0.24547, "time": 0.23246} {"mode": "train", "epoch": 2, "iter": 34450, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.23565, "decode.acc_seg": 90.6057, "loss": 0.23565, "time": 0.23423} {"mode": "train", "epoch": 2, "iter": 34500, "lr": 6e-05, "memory": 7451, "data_time": 0.01953, "decode.loss_ce": 0.23626, "decode.acc_seg": 90.35573, "loss": 0.23626, "time": 0.23752} {"mode": "train", "epoch": 2, "iter": 34550, "lr": 6e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.23506, "decode.acc_seg": 90.69025, "loss": 0.23506, "time": 0.23649} {"mode": "train", "epoch": 2, "iter": 34600, "lr": 6e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.23567, "decode.acc_seg": 90.53011, "loss": 0.23567, "time": 0.23305} {"mode": "train", "epoch": 2, "iter": 34650, "lr": 6e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.23541, "decode.acc_seg": 90.72256, "loss": 0.23541, "time": 0.23395} {"mode": "train", "epoch": 2, "iter": 34700, "lr": 6e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.22597, "decode.acc_seg": 91.03295, "loss": 0.22597, "time": 0.23388} {"mode": "train", "epoch": 2, "iter": 34750, "lr": 6e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.23152, "decode.acc_seg": 90.84918, "loss": 0.23152, "time": 0.24215} {"mode": "train", "epoch": 2, "iter": 34800, "lr": 6e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.23382, "decode.acc_seg": 90.45833, "loss": 0.23382, "time": 0.2364} {"mode": "train", "epoch": 2, "iter": 34850, "lr": 6e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.24534, "decode.acc_seg": 90.3942, "loss": 0.24534, "time": 0.23442} {"mode": "train", "epoch": 2, "iter": 34900, "lr": 6e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.24223, "decode.acc_seg": 90.39638, "loss": 0.24223, "time": 0.23783} {"mode": "train", "epoch": 2, "iter": 34950, "lr": 6e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.23262, "decode.acc_seg": 90.5412, "loss": 0.23262, "time": 0.24093} {"mode": "train", "epoch": 2, "iter": 35000, "lr": 6e-05, "memory": 7451, "data_time": 0.01689, "decode.loss_ce": 0.23612, "decode.acc_seg": 90.56789, "loss": 0.23612, "time": 0.23693} {"mode": "train", "epoch": 2, "iter": 35050, "lr": 6e-05, "memory": 7451, "data_time": 0.01721, "decode.loss_ce": 0.24267, "decode.acc_seg": 90.48434, "loss": 0.24267, "time": 0.23682} {"mode": "train", "epoch": 2, "iter": 35100, "lr": 6e-05, "memory": 7451, "data_time": 0.01726, "decode.loss_ce": 0.23893, "decode.acc_seg": 90.49177, "loss": 0.23893, "time": 0.24208} {"mode": "train", "epoch": 2, "iter": 35150, "lr": 6e-05, "memory": 7451, "data_time": 0.01735, "decode.loss_ce": 0.23444, "decode.acc_seg": 90.64187, "loss": 0.23444, "time": 0.23335} {"mode": "train", "epoch": 2, "iter": 35200, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.23395, "decode.acc_seg": 90.68365, "loss": 0.23395, "time": 0.23674} {"mode": "train", "epoch": 2, "iter": 35250, "lr": 6e-05, "memory": 7451, "data_time": 0.01553, "decode.loss_ce": 0.2445, "decode.acc_seg": 90.30425, "loss": 0.2445, "time": 0.23686} {"mode": "train", "epoch": 2, "iter": 35300, "lr": 6e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.23809, "decode.acc_seg": 90.4829, "loss": 0.23809, "time": 0.23206} {"mode": "train", "epoch": 2, "iter": 35350, "lr": 6e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.24161, "decode.acc_seg": 90.27541, "loss": 0.24161, "time": 0.23679} {"mode": "train", "epoch": 2, "iter": 35400, "lr": 6e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.23854, "decode.acc_seg": 90.43629, "loss": 0.23854, "time": 0.23161} {"mode": "train", "epoch": 2, "iter": 35450, "lr": 6e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.23777, "decode.acc_seg": 90.49511, "loss": 0.23777, "time": 0.23339} {"mode": "train", "epoch": 2, "iter": 35500, "lr": 6e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.22641, "decode.acc_seg": 90.89901, "loss": 0.22641, "time": 0.23533} {"mode": "train", "epoch": 2, "iter": 35550, "lr": 6e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.22848, "decode.acc_seg": 90.90248, "loss": 0.22848, "time": 0.23642} {"mode": "train", "epoch": 2, "iter": 35600, "lr": 6e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.23004, "decode.acc_seg": 90.81842, "loss": 0.23004, "time": 0.23172} {"mode": "train", "epoch": 2, "iter": 35650, "lr": 6e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.23819, "decode.acc_seg": 90.41923, "loss": 0.23819, "time": 0.23224} {"mode": "train", "epoch": 2, "iter": 35700, "lr": 6e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.22488, "decode.acc_seg": 90.96296, "loss": 0.22488, "time": 0.23757} {"mode": "train", "epoch": 2, "iter": 35750, "lr": 6e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.22993, "decode.acc_seg": 90.6827, "loss": 0.22993, "time": 0.2355} {"mode": "train", "epoch": 2, "iter": 35800, "lr": 6e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.2325, "decode.acc_seg": 90.81121, "loss": 0.2325, "time": 0.23438} {"mode": "train", "epoch": 2, "iter": 35850, "lr": 6e-05, "memory": 7451, "data_time": 0.01612, "decode.loss_ce": 0.22943, "decode.acc_seg": 90.6931, "loss": 0.22943, "time": 0.23229} {"mode": "train", "epoch": 2, "iter": 35900, "lr": 6e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.23005, "decode.acc_seg": 90.87595, "loss": 0.23005, "time": 0.23824} {"mode": "train", "epoch": 2, "iter": 35950, "lr": 6e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.22551, "decode.acc_seg": 90.99436, "loss": 0.22551, "time": 0.23235} {"mode": "train", "epoch": 2, "iter": 36000, "lr": 6e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.23429, "decode.acc_seg": 90.74467, "loss": 0.23429, "time": 0.23358} {"mode": "train", "epoch": 2, "iter": 36050, "lr": 6e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.24066, "decode.acc_seg": 90.46013, "loss": 0.24066, "time": 0.23857} {"mode": "train", "epoch": 2, "iter": 36100, "lr": 6e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.23302, "decode.acc_seg": 90.67552, "loss": 0.23302, "time": 0.23642} {"mode": "train", "epoch": 2, "iter": 36150, "lr": 6e-05, "memory": 7451, "data_time": 0.01722, "decode.loss_ce": 0.23602, "decode.acc_seg": 90.70549, "loss": 0.23602, "time": 0.23392} {"mode": "train", "epoch": 2, "iter": 36200, "lr": 6e-05, "memory": 7451, "data_time": 0.01716, "decode.loss_ce": 0.2391, "decode.acc_seg": 90.43877, "loss": 0.2391, "time": 0.23323} {"mode": "train", "epoch": 2, "iter": 36250, "lr": 6e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.23902, "decode.acc_seg": 90.56896, "loss": 0.23902, "time": 0.23253} {"mode": "train", "epoch": 2, "iter": 36300, "lr": 6e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.23488, "decode.acc_seg": 90.53622, "loss": 0.23488, "time": 0.23689} {"mode": "train", "epoch": 2, "iter": 36350, "lr": 6e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.23624, "decode.acc_seg": 90.5284, "loss": 0.23624, "time": 0.23852} {"mode": "train", "epoch": 2, "iter": 36400, "lr": 6e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.23595, "decode.acc_seg": 90.52287, "loss": 0.23595, "time": 0.23254} {"mode": "train", "epoch": 2, "iter": 36450, "lr": 6e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.22488, "decode.acc_seg": 90.83935, "loss": 0.22488, "time": 0.23629} {"mode": "train", "epoch": 2, "iter": 36500, "lr": 6e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.2271, "decode.acc_seg": 90.74437, "loss": 0.2271, "time": 0.23711} {"mode": "train", "epoch": 2, "iter": 36550, "lr": 6e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.2246, "decode.acc_seg": 90.97605, "loss": 0.2246, "time": 0.23528} {"mode": "train", "epoch": 2, "iter": 36600, "lr": 6e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.23582, "decode.acc_seg": 90.49957, "loss": 0.23582, "time": 0.23702} {"mode": "train", "epoch": 2, "iter": 36650, "lr": 6e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.2364, "decode.acc_seg": 90.60097, "loss": 0.2364, "time": 0.23684} {"mode": "train", "epoch": 2, "iter": 36700, "lr": 6e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.23445, "decode.acc_seg": 90.54362, "loss": 0.23445, "time": 0.2414} {"mode": "train", "epoch": 2, "iter": 36750, "lr": 6e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.22234, "decode.acc_seg": 91.09265, "loss": 0.22234, "time": 0.23181} {"mode": "train", "epoch": 2, "iter": 36800, "lr": 6e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.23462, "decode.acc_seg": 90.5213, "loss": 0.23462, "time": 0.23691} {"mode": "train", "epoch": 2, "iter": 36850, "lr": 6e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.23558, "decode.acc_seg": 90.49001, "loss": 0.23558, "time": 0.23366} {"mode": "train", "epoch": 2, "iter": 36900, "lr": 6e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.23833, "decode.acc_seg": 90.54416, "loss": 0.23833, "time": 0.23467} {"mode": "train", "epoch": 2, "iter": 36950, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.22893, "decode.acc_seg": 90.8702, "loss": 0.22893, "time": 0.2339} {"mode": "train", "epoch": 2, "iter": 37000, "lr": 6e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.2327, "decode.acc_seg": 90.8109, "loss": 0.2327, "time": 0.23428} {"mode": "train", "epoch": 2, "iter": 37050, "lr": 6e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.22881, "decode.acc_seg": 90.93227, "loss": 0.22881, "time": 0.23369} {"mode": "train", "epoch": 2, "iter": 37100, "lr": 6e-05, "memory": 7451, "data_time": 0.0158, "decode.loss_ce": 0.22282, "decode.acc_seg": 91.03931, "loss": 0.22282, "time": 0.24097} {"mode": "train", "epoch": 2, "iter": 37150, "lr": 6e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.24907, "decode.acc_seg": 90.15159, "loss": 0.24907, "time": 0.23402} {"mode": "train", "epoch": 2, "iter": 37200, "lr": 6e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.22498, "decode.acc_seg": 90.84715, "loss": 0.22498, "time": 0.23355} {"mode": "train", "epoch": 2, "iter": 37250, "lr": 6e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.22987, "decode.acc_seg": 90.90317, "loss": 0.22987, "time": 0.23626} {"mode": "train", "epoch": 2, "iter": 37300, "lr": 6e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.22063, "decode.acc_seg": 91.10291, "loss": 0.22063, "time": 0.23998} {"mode": "train", "epoch": 2, "iter": 37350, "lr": 6e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.23078, "decode.acc_seg": 90.75865, "loss": 0.23078, "time": 0.23326} {"mode": "train", "epoch": 2, "iter": 37400, "lr": 6e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.24225, "decode.acc_seg": 90.27055, "loss": 0.24225, "time": 0.23503} {"mode": "train", "epoch": 2, "iter": 37450, "lr": 6e-05, "memory": 7451, "data_time": 0.01612, "decode.loss_ce": 0.2304, "decode.acc_seg": 90.66521, "loss": 0.2304, "time": 0.23517} {"mode": "train", "epoch": 2, "iter": 37500, "lr": 6e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.22322, "decode.acc_seg": 90.91204, "loss": 0.22322, "time": 0.2356} {"mode": "train", "epoch": 2, "iter": 37550, "lr": 6e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.22325, "decode.acc_seg": 91.07622, "loss": 0.22325, "time": 0.23519} {"mode": "train", "epoch": 2, "iter": 37600, "lr": 6e-05, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.2309, "decode.acc_seg": 90.82571, "loss": 0.2309, "time": 0.23876} {"mode": "train", "epoch": 2, "iter": 37650, "lr": 6e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.23117, "decode.acc_seg": 90.71435, "loss": 0.23117, "time": 0.23429} {"mode": "train", "epoch": 2, "iter": 37700, "lr": 6e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.23129, "decode.acc_seg": 90.83493, "loss": 0.23129, "time": 0.236} {"mode": "train", "epoch": 2, "iter": 37750, "lr": 6e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.23371, "decode.acc_seg": 90.56695, "loss": 0.23371, "time": 0.23386} {"mode": "train", "epoch": 2, "iter": 37800, "lr": 6e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.22835, "decode.acc_seg": 90.8159, "loss": 0.22835, "time": 0.23476} {"mode": "train", "epoch": 2, "iter": 37850, "lr": 6e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.21406, "decode.acc_seg": 91.21375, "loss": 0.21406, "time": 0.23376} {"mode": "train", "epoch": 2, "iter": 37900, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.23262, "decode.acc_seg": 90.96105, "loss": 0.23262, "time": 0.2373} {"mode": "train", "epoch": 2, "iter": 37950, "lr": 6e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.22272, "decode.acc_seg": 91.0246, "loss": 0.22272, "time": 0.23404} {"mode": "train", "epoch": 2, "iter": 38000, "lr": 6e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.22838, "decode.acc_seg": 91.10669, "loss": 0.22838, "time": 0.23371} {"mode": "train", "epoch": 2, "iter": 38050, "lr": 6e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.21943, "decode.acc_seg": 91.25563, "loss": 0.21943, "time": 0.23663} {"mode": "train", "epoch": 2, "iter": 38100, "lr": 6e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.22475, "decode.acc_seg": 90.99268, "loss": 0.22475, "time": 0.24134} {"mode": "train", "epoch": 2, "iter": 38150, "lr": 6e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.231, "decode.acc_seg": 90.80383, "loss": 0.231, "time": 0.2359} {"mode": "train", "epoch": 2, "iter": 38200, "lr": 6e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.22276, "decode.acc_seg": 91.16536, "loss": 0.22276, "time": 0.23787} {"mode": "train", "epoch": 2, "iter": 38250, "lr": 6e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.2205, "decode.acc_seg": 91.22264, "loss": 0.2205, "time": 0.23989} {"mode": "train", "epoch": 2, "iter": 38300, "lr": 6e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.2289, "decode.acc_seg": 90.92268, "loss": 0.2289, "time": 0.237} {"mode": "train", "epoch": 2, "iter": 38350, "lr": 6e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.22489, "decode.acc_seg": 91.04869, "loss": 0.22489, "time": 0.23411} {"mode": "train", "epoch": 2, "iter": 38400, "lr": 6e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.22624, "decode.acc_seg": 90.90337, "loss": 0.22624, "time": 0.23849} {"mode": "train", "epoch": 2, "iter": 38450, "lr": 6e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.22527, "decode.acc_seg": 91.05214, "loss": 0.22527, "time": 0.23643} {"mode": "train", "epoch": 2, "iter": 38500, "lr": 6e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.22753, "decode.acc_seg": 90.92719, "loss": 0.22753, "time": 0.23523} {"mode": "train", "epoch": 2, "iter": 38550, "lr": 6e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.23098, "decode.acc_seg": 90.68218, "loss": 0.23098, "time": 0.23413} {"mode": "train", "epoch": 2, "iter": 38600, "lr": 6e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.22829, "decode.acc_seg": 90.92438, "loss": 0.22829, "time": 0.23437} {"mode": "train", "epoch": 2, "iter": 38650, "lr": 6e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.21788, "decode.acc_seg": 91.23055, "loss": 0.21788, "time": 0.23838} {"mode": "train", "epoch": 2, "iter": 38700, "lr": 6e-05, "memory": 7451, "data_time": 0.01585, "decode.loss_ce": 0.22921, "decode.acc_seg": 90.88029, "loss": 0.22921, "time": 0.23907} {"mode": "train", "epoch": 2, "iter": 38750, "lr": 6e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.21552, "decode.acc_seg": 91.38188, "loss": 0.21552, "time": 0.23355} {"mode": "train", "epoch": 2, "iter": 38800, "lr": 6e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.21626, "decode.acc_seg": 91.41875, "loss": 0.21626, "time": 0.23266} {"mode": "train", "epoch": 2, "iter": 38850, "lr": 6e-05, "memory": 7451, "data_time": 0.01749, "decode.loss_ce": 0.22396, "decode.acc_seg": 90.9684, "loss": 0.22396, "time": 0.24164} {"mode": "train", "epoch": 2, "iter": 38900, "lr": 6e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.23887, "decode.acc_seg": 90.56975, "loss": 0.23887, "time": 0.23537} {"mode": "train", "epoch": 2, "iter": 38950, "lr": 6e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.22052, "decode.acc_seg": 91.15615, "loss": 0.22052, "time": 0.23587} {"mode": "train", "epoch": 2, "iter": 39000, "lr": 6e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.22937, "decode.acc_seg": 90.88859, "loss": 0.22937, "time": 0.23249} {"mode": "train", "epoch": 2, "iter": 39050, "lr": 6e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.22269, "decode.acc_seg": 91.01649, "loss": 0.22269, "time": 0.23944} {"mode": "train", "epoch": 2, "iter": 39100, "lr": 6e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.22532, "decode.acc_seg": 91.04599, "loss": 0.22532, "time": 0.23283} {"mode": "train", "epoch": 2, "iter": 39150, "lr": 6e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.22643, "decode.acc_seg": 91.09813, "loss": 0.22643, "time": 0.23359} {"mode": "train", "epoch": 2, "iter": 39200, "lr": 6e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.22689, "decode.acc_seg": 90.96646, "loss": 0.22689, "time": 0.23782} {"mode": "train", "epoch": 2, "iter": 39250, "lr": 5e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.21936, "decode.acc_seg": 91.11444, "loss": 0.21936, "time": 0.23598} {"mode": "train", "epoch": 2, "iter": 39300, "lr": 5e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.21785, "decode.acc_seg": 91.3256, "loss": 0.21785, "time": 0.23471} {"mode": "train", "epoch": 2, "iter": 39350, "lr": 5e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.22678, "decode.acc_seg": 90.96621, "loss": 0.22678, "time": 0.23326} {"mode": "train", "epoch": 2, "iter": 39400, "lr": 5e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.2243, "decode.acc_seg": 91.13618, "loss": 0.2243, "time": 0.23502} {"mode": "train", "epoch": 2, "iter": 39450, "lr": 5e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.21965, "decode.acc_seg": 91.23199, "loss": 0.21965, "time": 0.2387} {"mode": "train", "epoch": 2, "iter": 39500, "lr": 5e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.22746, "decode.acc_seg": 90.89499, "loss": 0.22746, "time": 0.23649} {"mode": "train", "epoch": 2, "iter": 39550, "lr": 5e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.22193, "decode.acc_seg": 91.14468, "loss": 0.22193, "time": 0.23262} {"mode": "train", "epoch": 2, "iter": 39600, "lr": 5e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.22179, "decode.acc_seg": 90.90731, "loss": 0.22179, "time": 0.23563} {"mode": "train", "epoch": 2, "iter": 39650, "lr": 5e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.22062, "decode.acc_seg": 90.95757, "loss": 0.22062, "time": 0.23978} {"mode": "train", "epoch": 2, "iter": 39700, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.22618, "decode.acc_seg": 90.98768, "loss": 0.22618, "time": 0.2335} {"mode": "train", "epoch": 2, "iter": 39750, "lr": 5e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.22303, "decode.acc_seg": 90.99095, "loss": 0.22303, "time": 0.23654} {"mode": "train", "epoch": 2, "iter": 39800, "lr": 5e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.21159, "decode.acc_seg": 91.34857, "loss": 0.21159, "time": 0.23503} {"mode": "train", "epoch": 2, "iter": 39850, "lr": 5e-05, "memory": 7451, "data_time": 0.01712, "decode.loss_ce": 0.21468, "decode.acc_seg": 91.35646, "loss": 0.21468, "time": 0.23472} {"mode": "train", "epoch": 2, "iter": 39900, "lr": 5e-05, "memory": 7451, "data_time": 0.01719, "decode.loss_ce": 0.2311, "decode.acc_seg": 90.66336, "loss": 0.2311, "time": 0.23246} {"mode": "train", "epoch": 2, "iter": 39950, "lr": 5e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.22096, "decode.acc_seg": 90.98229, "loss": 0.22096, "time": 0.2397} {"mode": "train", "epoch": 2, "iter": 40000, "lr": 5e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.21743, "decode.acc_seg": 91.18833, "loss": 0.21743, "time": 0.25095} {"mode": "val", "epoch": 2, "iter": 250, "lr": 5e-05, "aAcc": 0.808, "mIoU": 0.4374, "mAcc": 0.5496, "IoU.wall": 0.7498, "IoU.building": 0.798, "IoU.sky": 0.938, "IoU.floor": 0.777, "IoU.tree": 0.73, "IoU.ceiling": 0.815, "IoU.road": 0.8078, "IoU.bed ": 0.8801, "IoU.windowpane": 0.588, "IoU.grass": 0.68, "IoU.cabinet": 0.5705, "IoU.sidewalk": 0.5871, "IoU.person": 0.8014, "IoU.earth": 0.3521, "IoU.door": 0.4105, "IoU.table": 0.5383, "IoU.mountain": 0.5573, "IoU.plant": 0.5083, "IoU.curtain": 0.674, "IoU.chair": 0.5399, "IoU.car": 0.8243, "IoU.water": 0.517, "IoU.painting": 0.6855, "IoU.sofa": 0.6448, "IoU.shelf": 0.3584, "IoU.house": 0.1623, "IoU.sea": 0.5759, "IoU.mirror": 0.6643, "IoU.rug": 0.4913, "IoU.field": 0.3128, "IoU.armchair": 0.409, "IoU.seat": 0.585, "IoU.fence": 0.369, "IoU.desk": 0.4138, "IoU.rock": 0.3637, "IoU.wardrobe": 0.3963, "IoU.lamp": 0.593, "IoU.bathtub": 0.6837, "IoU.railing": 0.2963, "IoU.cushion": 0.5621, "IoU.base": 0.1903, "IoU.box": 0.2457, "IoU.column": 0.4065, "IoU.signboard": 0.3384, "IoU.chest of drawers": 0.388, "IoU.counter": 0.2581, "IoU.sand": 0.3077, "IoU.sink": 0.669, "IoU.skyscraper": 0.458, "IoU.fireplace": 0.7075, "IoU.refrigerator": 0.6991, "IoU.grandstand": 0.3642, "IoU.path": 0.1324, "IoU.stairs": 0.2802, "IoU.runway": 0.6715, "IoU.case": 0.3269, "IoU.pool table": 0.9162, "IoU.pillow": 0.5207, "IoU.screen door": 0.1814, "IoU.stairway": 0.2462, "IoU.river": 0.1301, "IoU.bridge": 0.3535, "IoU.bookcase": 0.3059, "IoU.blind": 0.3151, "IoU.coffee table": 0.5142, "IoU.toilet": 0.8364, "IoU.flower": 0.4036, "IoU.book": 0.4325, "IoU.hill": 0.026, "IoU.bench": 0.4024, "IoU.countertop": 0.4709, "IoU.stove": 0.7029, "IoU.palm": 0.4908, "IoU.kitchen island": 0.3041, "IoU.computer": 0.6144, "IoU.swivel chair": 0.4314, "IoU.boat": 0.5787, "IoU.bar": 0.2689, "IoU.arcade machine": 0.5785, "IoU.hovel": 0.1934, "IoU.bus": 0.8642, "IoU.towel": 0.5377, "IoU.light": 0.4953, "IoU.truck": 0.3205, "IoU.tower": 0.1617, "IoU.chandelier": 0.6407, "IoU.awning": 0.2043, "IoU.streetlight": 0.2464, "IoU.booth": 0.318, "IoU.television receiver": 0.6581, "IoU.airplane": 0.5336, "IoU.dirt track": 0.1021, "IoU.apparel": 0.2784, "IoU.pole": 0.2074, "IoU.land": 0.0531, "IoU.bannister": 0.1168, "IoU.escalator": 0.1759, "IoU.ottoman": 0.47, "IoU.bottle": 0.3678, "IoU.buffet": 0.4857, "IoU.poster": 0.2283, "IoU.stage": 0.0702, "IoU.van": 0.3957, "IoU.ship": 0.3264, "IoU.fountain": 0.3043, "IoU.conveyer belt": 0.6819, "IoU.canopy": 0.119, "IoU.washer": 0.6234, "IoU.plaything": 0.172, "IoU.swimming pool": 0.3452, "IoU.stool": 0.2655, "IoU.barrel": 0.4446, "IoU.basket": 0.2931, "IoU.waterfall": 0.4514, "IoU.tent": 0.8984, "IoU.bag": 0.1954, "IoU.minibike": 0.5604, "IoU.cradle": 0.8499, "IoU.oven": 0.2298, "IoU.ball": 0.474, "IoU.food": 0.4202, "IoU.step": 0.1654, "IoU.tank": 0.338, "IoU.trade name": 0.2694, "IoU.microwave": 0.3943, "IoU.pot": 0.3975, "IoU.animal": 0.559, "IoU.bicycle": 0.4949, "IoU.lake": 0.6077, "IoU.dishwasher": 0.5722, "IoU.screen": 0.6624, "IoU.blanket": 0.1416, "IoU.sculpture": 0.4581, "IoU.hood": 0.4964, "IoU.sconce": 0.277, "IoU.vase": 0.3249, "IoU.traffic light": 0.2988, "IoU.tray": 0.0738, "IoU.ashcan": 0.4114, "IoU.fan": 0.5234, "IoU.pier": 0.3749, "IoU.crt screen": 0.0556, "IoU.plate": 0.4516, "IoU.monitor": 0.1635, "IoU.bulletin board": 0.3061, "IoU.shower": 0.0, "IoU.radiator": 0.5497, "IoU.glass": 0.1131, "IoU.clock": 0.2745, "IoU.flag": 0.3924, "Acc.wall": 0.8507, "Acc.building": 0.9323, "Acc.sky": 0.9719, "Acc.floor": 0.8892, "Acc.tree": 0.8716, "Acc.ceiling": 0.9345, "Acc.road": 0.9132, "Acc.bed ": 0.9504, "Acc.windowpane": 0.7539, "Acc.grass": 0.8461, "Acc.cabinet": 0.6791, "Acc.sidewalk": 0.7806, "Acc.person": 0.9191, "Acc.earth": 0.5219, "Acc.door": 0.6565, "Acc.table": 0.7399, "Acc.mountain": 0.7108, "Acc.plant": 0.6227, "Acc.curtain": 0.8202, "Acc.chair": 0.7341, "Acc.car": 0.9188, "Acc.water": 0.656, "Acc.painting": 0.8393, "Acc.sofa": 0.8191, "Acc.shelf": 0.4606, "Acc.house": 0.1855, "Acc.sea": 0.8692, "Acc.mirror": 0.7405, "Acc.rug": 0.6277, "Acc.field": 0.3628, "Acc.armchair": 0.5812, "Acc.seat": 0.7922, "Acc.fence": 0.4677, "Acc.desk": 0.6863, "Acc.rock": 0.5346, "Acc.wardrobe": 0.5495, "Acc.lamp": 0.7504, "Acc.bathtub": 0.7472, "Acc.railing": 0.3699, "Acc.cushion": 0.7283, "Acc.base": 0.3034, "Acc.box": 0.3404, "Acc.column": 0.4841, "Acc.signboard": 0.4733, "Acc.chest of drawers": 0.6232, "Acc.counter": 0.3578, "Acc.sand": 0.4376, "Acc.sink": 0.7828, "Acc.skyscraper": 0.5789, "Acc.fireplace": 0.8311, "Acc.refrigerator": 0.7645, "Acc.grandstand": 0.6022, "Acc.path": 0.1765, "Acc.stairs": 0.3782, "Acc.runway": 0.8663, "Acc.case": 0.392, "Acc.pool table": 0.9382, "Acc.pillow": 0.5915, "Acc.screen door": 0.1848, "Acc.stairway": 0.3738, "Acc.river": 0.2551, "Acc.bridge": 0.3949, "Acc.bookcase": 0.5146, "Acc.blind": 0.3433, "Acc.coffee table": 0.7162, "Acc.toilet": 0.8958, "Acc.flower": 0.5572, "Acc.book": 0.5989, "Acc.hill": 0.0318, "Acc.bench": 0.4925, "Acc.countertop": 0.6791, "Acc.stove": 0.7994, "Acc.palm": 0.7577, "Acc.kitchen island": 0.5534, "Acc.computer": 0.7124, "Acc.swivel chair": 0.5765, "Acc.boat": 0.6732, "Acc.bar": 0.3136, "Acc.arcade machine": 0.6183, "Acc.hovel": 0.2392, "Acc.bus": 0.9116, "Acc.towel": 0.6689, "Acc.light": 0.5734, "Acc.truck": 0.5004, "Acc.tower": 0.203, "Acc.chandelier": 0.7771, "Acc.awning": 0.2452, "Acc.streetlight": 0.3226, "Acc.booth": 0.3756, "Acc.television receiver": 0.751, "Acc.airplane": 0.633, "Acc.dirt track": 0.1621, "Acc.apparel": 0.4443, "Acc.pole": 0.2948, "Acc.land": 0.0801, "Acc.bannister": 0.1465, "Acc.escalator": 0.1875, "Acc.ottoman": 0.5396, "Acc.bottle": 0.5582, "Acc.buffet": 0.6108, "Acc.poster": 0.3679, "Acc.stage": 0.1209, "Acc.van": 0.5848, "Acc.ship": 0.3991, "Acc.fountain": 0.3087, "Acc.conveyer belt": 0.8365, "Acc.canopy": 0.1402, "Acc.washer": 0.6569, "Acc.plaything": 0.2345, "Acc.swimming pool": 0.6073, "Acc.stool": 0.3108, "Acc.barrel": 0.6628, "Acc.basket": 0.3973, "Acc.waterfall": 0.4876, "Acc.tent": 0.9673, "Acc.bag": 0.2918, "Acc.minibike": 0.6559, "Acc.cradle": 0.9397, "Acc.oven": 0.6444, "Acc.ball": 0.5442, "Acc.food": 0.4915, "Acc.step": 0.1908, "Acc.tank": 0.3641, "Acc.trade name": 0.337, "Acc.microwave": 0.414, "Acc.pot": 0.4693, "Acc.animal": 0.5917, "Acc.bicycle": 0.7117, "Acc.lake": 0.6306, "Acc.dishwasher": 0.6617, "Acc.screen": 0.8464, "Acc.blanket": 0.1669, "Acc.sculpture": 0.7303, "Acc.hood": 0.5153, "Acc.sconce": 0.3076, "Acc.vase": 0.5014, "Acc.traffic light": 0.4622, "Acc.tray": 0.1686, "Acc.ashcan": 0.5994, "Acc.fan": 0.6158, "Acc.pier": 0.61, "Acc.crt screen": 0.166, "Acc.plate": 0.5985, "Acc.monitor": 0.2505, "Acc.bulletin board": 0.3906, "Acc.shower": 0.0, "Acc.radiator": 0.632, "Acc.glass": 0.12, "Acc.clock": 0.3243, "Acc.flag": 0.4445} {"mode": "train", "epoch": 2, "iter": 40050, "lr": 5e-05, "memory": 7451, "data_time": 0.39383, "decode.loss_ce": 0.22434, "decode.acc_seg": 91.07191, "loss": 0.22434, "time": 0.60977} {"mode": "train", "epoch": 2, "iter": 40100, "lr": 5e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.21556, "decode.acc_seg": 91.27514, "loss": 0.21556, "time": 0.23295} {"mode": "train", "epoch": 2, "iter": 40150, "lr": 5e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.22362, "decode.acc_seg": 90.93652, "loss": 0.22362, "time": 0.2404} {"mode": "train", "epoch": 2, "iter": 40200, "lr": 5e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.20694, "decode.acc_seg": 91.67469, "loss": 0.20694, "time": 0.23225} {"mode": "train", "epoch": 2, "iter": 40250, "lr": 5e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.21356, "decode.acc_seg": 91.48276, "loss": 0.21356, "time": 0.23187} {"mode": "train", "epoch": 2, "iter": 40300, "lr": 5e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.21054, "decode.acc_seg": 91.5091, "loss": 0.21054, "time": 0.23287} {"mode": "train", "epoch": 2, "iter": 40350, "lr": 5e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.21643, "decode.acc_seg": 91.21383, "loss": 0.21643, "time": 0.23836} {"mode": "train", "epoch": 2, "iter": 40400, "lr": 5e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.21297, "decode.acc_seg": 91.47008, "loss": 0.21297, "time": 0.23451} {"mode": "train", "epoch": 2, "iter": 40450, "lr": 5e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.21921, "decode.acc_seg": 91.23286, "loss": 0.21921, "time": 0.238} {"mode": "train", "epoch": 2, "iter": 40500, "lr": 5e-05, "memory": 7451, "data_time": 0.01905, "decode.loss_ce": 0.22774, "decode.acc_seg": 90.88223, "loss": 0.22774, "time": 0.2346} {"mode": "train", "epoch": 2, "iter": 40550, "lr": 5e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.21793, "decode.acc_seg": 91.33147, "loss": 0.21793, "time": 0.2321} {"mode": "train", "epoch": 2, "iter": 40600, "lr": 5e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.21403, "decode.acc_seg": 91.27637, "loss": 0.21403, "time": 0.23525} {"mode": "train", "epoch": 2, "iter": 40650, "lr": 5e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.21877, "decode.acc_seg": 91.13731, "loss": 0.21877, "time": 0.23191} {"mode": "train", "epoch": 2, "iter": 40700, "lr": 5e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.22532, "decode.acc_seg": 90.8821, "loss": 0.22532, "time": 0.23145} {"mode": "train", "epoch": 2, "iter": 40750, "lr": 5e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.21932, "decode.acc_seg": 91.21925, "loss": 0.21932, "time": 0.23748} {"mode": "train", "epoch": 2, "iter": 40800, "lr": 5e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.22222, "decode.acc_seg": 91.20602, "loss": 0.22222, "time": 0.23518} {"mode": "train", "epoch": 2, "iter": 40850, "lr": 5e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.21773, "decode.acc_seg": 91.32652, "loss": 0.21773, "time": 0.23216} {"mode": "train", "epoch": 2, "iter": 40900, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.21031, "decode.acc_seg": 91.50434, "loss": 0.21031, "time": 0.2335} {"mode": "train", "epoch": 2, "iter": 40950, "lr": 5e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.21157, "decode.acc_seg": 91.36275, "loss": 0.21157, "time": 0.23968} {"mode": "train", "epoch": 2, "iter": 41000, "lr": 5e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.2127, "decode.acc_seg": 91.46049, "loss": 0.2127, "time": 0.23289} {"mode": "train", "epoch": 2, "iter": 41050, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.21589, "decode.acc_seg": 91.23656, "loss": 0.21589, "time": 0.23388} {"mode": "train", "epoch": 2, "iter": 41100, "lr": 5e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.2142, "decode.acc_seg": 91.42167, "loss": 0.2142, "time": 0.24} {"mode": "train", "epoch": 2, "iter": 41150, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.21689, "decode.acc_seg": 91.21769, "loss": 0.21689, "time": 0.23304} {"mode": "train", "epoch": 2, "iter": 41200, "lr": 5e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.21146, "decode.acc_seg": 91.2768, "loss": 0.21146, "time": 0.23293} {"mode": "train", "epoch": 2, "iter": 41250, "lr": 5e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.21243, "decode.acc_seg": 91.41477, "loss": 0.21243, "time": 0.24097} {"mode": "train", "epoch": 2, "iter": 41300, "lr": 5e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.21396, "decode.acc_seg": 91.35934, "loss": 0.21396, "time": 0.23306} {"mode": "train", "epoch": 2, "iter": 41350, "lr": 5e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.22011, "decode.acc_seg": 91.16905, "loss": 0.22011, "time": 0.23421} {"mode": "train", "epoch": 2, "iter": 41400, "lr": 5e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.22191, "decode.acc_seg": 91.21761, "loss": 0.22191, "time": 0.23639} {"mode": "train", "epoch": 2, "iter": 41450, "lr": 5e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.21804, "decode.acc_seg": 91.14098, "loss": 0.21804, "time": 0.23168} {"mode": "train", "epoch": 2, "iter": 41500, "lr": 5e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.22376, "decode.acc_seg": 91.04358, "loss": 0.22376, "time": 0.23196} {"mode": "train", "epoch": 2, "iter": 41550, "lr": 5e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.21301, "decode.acc_seg": 91.38519, "loss": 0.21301, "time": 0.23658} {"mode": "train", "epoch": 2, "iter": 41600, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.21976, "decode.acc_seg": 91.10603, "loss": 0.21976, "time": 0.235} {"mode": "train", "epoch": 2, "iter": 41650, "lr": 5e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.21611, "decode.acc_seg": 91.4199, "loss": 0.21611, "time": 0.23203} {"mode": "train", "epoch": 2, "iter": 41700, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.21375, "decode.acc_seg": 91.55028, "loss": 0.21375, "time": 0.23783} {"mode": "train", "epoch": 2, "iter": 41750, "lr": 5e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.21697, "decode.acc_seg": 91.26614, "loss": 0.21697, "time": 0.23774} {"mode": "train", "epoch": 2, "iter": 41800, "lr": 5e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.21405, "decode.acc_seg": 91.40346, "loss": 0.21405, "time": 0.23324} {"mode": "train", "epoch": 2, "iter": 41850, "lr": 5e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.2145, "decode.acc_seg": 91.40124, "loss": 0.2145, "time": 0.23219} {"mode": "train", "epoch": 2, "iter": 41900, "lr": 5e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.21019, "decode.acc_seg": 91.4726, "loss": 0.21019, "time": 0.23962} {"mode": "train", "epoch": 2, "iter": 41950, "lr": 5e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.2117, "decode.acc_seg": 91.47738, "loss": 0.2117, "time": 0.2336} {"mode": "train", "epoch": 2, "iter": 42000, "lr": 5e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.2199, "decode.acc_seg": 91.15626, "loss": 0.2199, "time": 0.23419} {"mode": "train", "epoch": 2, "iter": 42050, "lr": 5e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.21414, "decode.acc_seg": 91.39789, "loss": 0.21414, "time": 0.23857} {"mode": "train", "epoch": 2, "iter": 42100, "lr": 5e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.21799, "decode.acc_seg": 91.29561, "loss": 0.21799, "time": 0.23192} {"mode": "train", "epoch": 2, "iter": 42150, "lr": 5e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.21641, "decode.acc_seg": 91.30498, "loss": 0.21641, "time": 0.23233} {"mode": "train", "epoch": 2, "iter": 42200, "lr": 5e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.20571, "decode.acc_seg": 91.75111, "loss": 0.20571, "time": 0.23469} {"mode": "train", "epoch": 2, "iter": 42250, "lr": 5e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.21703, "decode.acc_seg": 91.33418, "loss": 0.21703, "time": 0.23199} {"mode": "train", "epoch": 2, "iter": 42300, "lr": 5e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.21039, "decode.acc_seg": 91.54029, "loss": 0.21039, "time": 0.23135} {"mode": "train", "epoch": 2, "iter": 42350, "lr": 5e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.21759, "decode.acc_seg": 91.18194, "loss": 0.21759, "time": 0.23818} {"mode": "train", "epoch": 2, "iter": 42400, "lr": 5e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.21076, "decode.acc_seg": 91.53732, "loss": 0.21076, "time": 0.23268} {"mode": "train", "epoch": 2, "iter": 42450, "lr": 5e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.21046, "decode.acc_seg": 91.34115, "loss": 0.21046, "time": 0.23185} {"mode": "train", "epoch": 2, "iter": 42500, "lr": 5e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.21056, "decode.acc_seg": 91.4555, "loss": 0.21056, "time": 0.24062} {"mode": "train", "epoch": 2, "iter": 42550, "lr": 5e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.21294, "decode.acc_seg": 91.54204, "loss": 0.21294, "time": 0.23212} {"mode": "train", "epoch": 2, "iter": 42600, "lr": 5e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.21295, "decode.acc_seg": 91.36132, "loss": 0.21295, "time": 0.23165} {"mode": "train", "epoch": 2, "iter": 42650, "lr": 5e-05, "memory": 7451, "data_time": 0.0171, "decode.loss_ce": 0.20638, "decode.acc_seg": 91.73263, "loss": 0.20638, "time": 0.23349} {"mode": "train", "epoch": 2, "iter": 42700, "lr": 5e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.21551, "decode.acc_seg": 91.483, "loss": 0.21551, "time": 0.23816} {"mode": "train", "epoch": 2, "iter": 42750, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.20892, "decode.acc_seg": 91.76064, "loss": 0.20892, "time": 0.23213} {"mode": "train", "epoch": 2, "iter": 42800, "lr": 5e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.2108, "decode.acc_seg": 91.45456, "loss": 0.2108, "time": 0.23771} {"mode": "train", "epoch": 2, "iter": 42850, "lr": 5e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.2051, "decode.acc_seg": 91.74966, "loss": 0.2051, "time": 0.23633} {"mode": "train", "epoch": 2, "iter": 42900, "lr": 5e-05, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.20417, "decode.acc_seg": 91.6732, "loss": 0.20417, "time": 0.23633} {"mode": "train", "epoch": 2, "iter": 42950, "lr": 5e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.20547, "decode.acc_seg": 91.53005, "loss": 0.20547, "time": 0.23636} {"mode": "train", "epoch": 2, "iter": 43000, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.21882, "decode.acc_seg": 91.29566, "loss": 0.21882, "time": 0.23353} {"mode": "train", "epoch": 2, "iter": 43050, "lr": 5e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.21417, "decode.acc_seg": 91.42119, "loss": 0.21417, "time": 0.23238} {"mode": "train", "epoch": 2, "iter": 43100, "lr": 5e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.2088, "decode.acc_seg": 91.58028, "loss": 0.2088, "time": 0.23753} {"mode": "train", "epoch": 2, "iter": 43150, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.20907, "decode.acc_seg": 91.58105, "loss": 0.20907, "time": 0.23486} {"mode": "train", "epoch": 2, "iter": 43200, "lr": 5e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.21108, "decode.acc_seg": 91.46914, "loss": 0.21108, "time": 0.23223} {"mode": "train", "epoch": 2, "iter": 43250, "lr": 5e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.21241, "decode.acc_seg": 91.46475, "loss": 0.21241, "time": 0.23328} {"mode": "train", "epoch": 2, "iter": 43300, "lr": 5e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.21953, "decode.acc_seg": 91.119, "loss": 0.21953, "time": 0.24119} {"mode": "train", "epoch": 2, "iter": 43350, "lr": 5e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.21085, "decode.acc_seg": 91.54683, "loss": 0.21085, "time": 0.23185} {"mode": "train", "epoch": 2, "iter": 43400, "lr": 5e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.21626, "decode.acc_seg": 91.15724, "loss": 0.21626, "time": 0.23262} {"mode": "train", "epoch": 2, "iter": 43450, "lr": 5e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.21407, "decode.acc_seg": 91.26726, "loss": 0.21407, "time": 0.23493} {"mode": "train", "epoch": 2, "iter": 43500, "lr": 5e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.20888, "decode.acc_seg": 91.62791, "loss": 0.20888, "time": 0.23529} {"mode": "train", "epoch": 2, "iter": 43550, "lr": 5e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.21322, "decode.acc_seg": 91.30879, "loss": 0.21322, "time": 0.23169} {"mode": "train", "epoch": 2, "iter": 43600, "lr": 5e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.2104, "decode.acc_seg": 91.44246, "loss": 0.2104, "time": 0.24279} {"mode": "train", "epoch": 2, "iter": 43650, "lr": 5e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.21149, "decode.acc_seg": 91.6355, "loss": 0.21149, "time": 0.23567} {"mode": "train", "epoch": 2, "iter": 43700, "lr": 5e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.20759, "decode.acc_seg": 91.62332, "loss": 0.20759, "time": 0.23536} {"mode": "train", "epoch": 2, "iter": 43750, "lr": 5e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.21132, "decode.acc_seg": 91.46155, "loss": 0.21132, "time": 0.23678} {"mode": "train", "epoch": 2, "iter": 43800, "lr": 5e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.21323, "decode.acc_seg": 91.33688, "loss": 0.21323, "time": 0.23525} {"mode": "train", "epoch": 2, "iter": 43850, "lr": 5e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.2112, "decode.acc_seg": 91.4315, "loss": 0.2112, "time": 0.23455} {"mode": "train", "epoch": 2, "iter": 43900, "lr": 5e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.21395, "decode.acc_seg": 91.34363, "loss": 0.21395, "time": 0.24028} {"mode": "train", "epoch": 2, "iter": 43950, "lr": 5e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.21711, "decode.acc_seg": 91.52853, "loss": 0.21711, "time": 0.23813} {"mode": "train", "epoch": 2, "iter": 44000, "lr": 5e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.2084, "decode.acc_seg": 91.64797, "loss": 0.2084, "time": 0.23301} {"mode": "train", "epoch": 2, "iter": 44050, "lr": 5e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.21719, "decode.acc_seg": 91.30942, "loss": 0.21719, "time": 0.23547} {"mode": "train", "epoch": 2, "iter": 44100, "lr": 5e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.20453, "decode.acc_seg": 91.81993, "loss": 0.20453, "time": 0.23837} {"mode": "train", "epoch": 2, "iter": 44150, "lr": 5e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.2058, "decode.acc_seg": 91.59234, "loss": 0.2058, "time": 0.2339} {"mode": "train", "epoch": 2, "iter": 44200, "lr": 5e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.21005, "decode.acc_seg": 91.44213, "loss": 0.21005, "time": 0.23373} {"mode": "train", "epoch": 2, "iter": 44250, "lr": 5e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.20664, "decode.acc_seg": 91.61013, "loss": 0.20664, "time": 0.2394} {"mode": "train", "epoch": 2, "iter": 44300, "lr": 5e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.20986, "decode.acc_seg": 91.5467, "loss": 0.20986, "time": 0.23501} {"mode": "train", "epoch": 2, "iter": 44350, "lr": 5e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.21033, "decode.acc_seg": 91.49374, "loss": 0.21033, "time": 0.23509} {"mode": "train", "epoch": 2, "iter": 44400, "lr": 5e-05, "memory": 7451, "data_time": 0.01602, "decode.loss_ce": 0.20284, "decode.acc_seg": 91.61378, "loss": 0.20284, "time": 0.238} {"mode": "train", "epoch": 2, "iter": 44450, "lr": 5e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.21001, "decode.acc_seg": 91.52194, "loss": 0.21001, "time": 0.23334} {"mode": "train", "epoch": 2, "iter": 44500, "lr": 5e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.20138, "decode.acc_seg": 91.68864, "loss": 0.20138, "time": 0.23168} {"mode": "train", "epoch": 2, "iter": 44550, "lr": 5e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.2126, "decode.acc_seg": 91.46133, "loss": 0.2126, "time": 0.23625} {"mode": "train", "epoch": 2, "iter": 44600, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.199, "decode.acc_seg": 91.83117, "loss": 0.199, "time": 0.23169} {"mode": "train", "epoch": 2, "iter": 44650, "lr": 5e-05, "memory": 7451, "data_time": 0.01576, "decode.loss_ce": 0.20568, "decode.acc_seg": 91.71636, "loss": 0.20568, "time": 0.23193} {"mode": "train", "epoch": 2, "iter": 44700, "lr": 5e-05, "memory": 7451, "data_time": 0.01616, "decode.loss_ce": 0.20829, "decode.acc_seg": 91.57684, "loss": 0.20829, "time": 0.2416} {"mode": "train", "epoch": 2, "iter": 44750, "lr": 5e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.20467, "decode.acc_seg": 91.52509, "loss": 0.20467, "time": 0.23457} {"mode": "train", "epoch": 2, "iter": 44800, "lr": 5e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.19796, "decode.acc_seg": 91.88923, "loss": 0.19796, "time": 0.23572} {"mode": "train", "epoch": 2, "iter": 44850, "lr": 5e-05, "memory": 7451, "data_time": 0.01615, "decode.loss_ce": 0.20024, "decode.acc_seg": 91.79326, "loss": 0.20024, "time": 0.24564} {"mode": "train", "epoch": 2, "iter": 44900, "lr": 5e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.20006, "decode.acc_seg": 91.72245, "loss": 0.20006, "time": 0.23311} {"mode": "train", "epoch": 2, "iter": 44950, "lr": 5e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.20476, "decode.acc_seg": 91.5685, "loss": 0.20476, "time": 0.23324} {"mode": "train", "epoch": 2, "iter": 45000, "lr": 5e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.20305, "decode.acc_seg": 91.61077, "loss": 0.20305, "time": 0.23458} {"mode": "train", "epoch": 2, "iter": 45050, "lr": 5e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.20528, "decode.acc_seg": 91.64219, "loss": 0.20528, "time": 0.23988} {"mode": "train", "epoch": 2, "iter": 45100, "lr": 5e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.21152, "decode.acc_seg": 91.55517, "loss": 0.21152, "time": 0.2322} {"mode": "train", "epoch": 2, "iter": 45150, "lr": 5e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.20739, "decode.acc_seg": 91.51274, "loss": 0.20739, "time": 0.23589} {"mode": "train", "epoch": 2, "iter": 45200, "lr": 5e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.20455, "decode.acc_seg": 91.70316, "loss": 0.20455, "time": 0.23813} {"mode": "train", "epoch": 2, "iter": 45250, "lr": 5e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.2034, "decode.acc_seg": 91.70147, "loss": 0.2034, "time": 0.23282} {"mode": "train", "epoch": 2, "iter": 45300, "lr": 5e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.20208, "decode.acc_seg": 91.79777, "loss": 0.20208, "time": 0.23531} {"mode": "train", "epoch": 2, "iter": 45350, "lr": 5e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.21037, "decode.acc_seg": 91.58808, "loss": 0.21037, "time": 0.23238} {"mode": "train", "epoch": 2, "iter": 45400, "lr": 5e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.20871, "decode.acc_seg": 91.6842, "loss": 0.20871, "time": 0.23362} {"mode": "train", "epoch": 2, "iter": 45450, "lr": 5e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.2027, "decode.acc_seg": 91.8631, "loss": 0.2027, "time": 0.23882} {"mode": "train", "epoch": 2, "iter": 45500, "lr": 5e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.20215, "decode.acc_seg": 91.83471, "loss": 0.20215, "time": 0.23918} {"mode": "train", "epoch": 2, "iter": 45550, "lr": 5e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.20378, "decode.acc_seg": 91.6824, "loss": 0.20378, "time": 0.23383} {"mode": "train", "epoch": 2, "iter": 45600, "lr": 5e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.20818, "decode.acc_seg": 91.59631, "loss": 0.20818, "time": 0.23378} {"mode": "train", "epoch": 2, "iter": 45650, "lr": 5e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.20041, "decode.acc_seg": 91.78756, "loss": 0.20041, "time": 0.24107} {"mode": "train", "epoch": 2, "iter": 45700, "lr": 5e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.19908, "decode.acc_seg": 91.83763, "loss": 0.19908, "time": 0.23403} {"mode": "train", "epoch": 2, "iter": 45750, "lr": 5e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.19436, "decode.acc_seg": 92.05178, "loss": 0.19436, "time": 0.23497} {"mode": "train", "epoch": 2, "iter": 45800, "lr": 5e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.20212, "decode.acc_seg": 91.96639, "loss": 0.20212, "time": 0.23718} {"mode": "train", "epoch": 2, "iter": 45850, "lr": 5e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.20569, "decode.acc_seg": 91.58209, "loss": 0.20569, "time": 0.2369} {"mode": "train", "epoch": 2, "iter": 45900, "lr": 5e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.20767, "decode.acc_seg": 91.57496, "loss": 0.20767, "time": 0.23646} {"mode": "train", "epoch": 2, "iter": 45950, "lr": 5e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.20089, "decode.acc_seg": 91.7971, "loss": 0.20089, "time": 0.24071} {"mode": "train", "epoch": 2, "iter": 46000, "lr": 5e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.20896, "decode.acc_seg": 91.62348, "loss": 0.20896, "time": 0.23503} {"mode": "train", "epoch": 2, "iter": 46050, "lr": 5e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.19594, "decode.acc_seg": 91.91822, "loss": 0.19594, "time": 0.23465} {"mode": "train", "epoch": 2, "iter": 46100, "lr": 5e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.20486, "decode.acc_seg": 91.76262, "loss": 0.20486, "time": 0.23719} {"mode": "train", "epoch": 2, "iter": 46150, "lr": 5e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.20078, "decode.acc_seg": 91.78357, "loss": 0.20078, "time": 0.2351} {"mode": "train", "epoch": 2, "iter": 46200, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.19586, "decode.acc_seg": 91.88846, "loss": 0.19586, "time": 0.23555} {"mode": "train", "epoch": 2, "iter": 46250, "lr": 5e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.20597, "decode.acc_seg": 91.64841, "loss": 0.20597, "time": 0.23931} {"mode": "train", "epoch": 2, "iter": 46300, "lr": 5e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.20768, "decode.acc_seg": 91.63137, "loss": 0.20768, "time": 0.23553} {"mode": "train", "epoch": 2, "iter": 46350, "lr": 5e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.19606, "decode.acc_seg": 92.09238, "loss": 0.19606, "time": 0.2347} {"mode": "train", "epoch": 2, "iter": 46400, "lr": 5e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.19434, "decode.acc_seg": 91.96735, "loss": 0.19434, "time": 0.2363} {"mode": "train", "epoch": 2, "iter": 46450, "lr": 5e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.20058, "decode.acc_seg": 91.90417, "loss": 0.20058, "time": 0.23812} {"mode": "train", "epoch": 2, "iter": 46500, "lr": 5e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.20438, "decode.acc_seg": 91.82373, "loss": 0.20438, "time": 0.23294} {"mode": "train", "epoch": 2, "iter": 46550, "lr": 5e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.20217, "decode.acc_seg": 91.86246, "loss": 0.20217, "time": 0.23187} {"mode": "train", "epoch": 2, "iter": 46600, "lr": 5e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.20161, "decode.acc_seg": 91.79133, "loss": 0.20161, "time": 0.23929} {"mode": "train", "epoch": 2, "iter": 46650, "lr": 5e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.19834, "decode.acc_seg": 91.90598, "loss": 0.19834, "time": 0.23275} {"mode": "train", "epoch": 2, "iter": 46700, "lr": 5e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.19797, "decode.acc_seg": 91.88741, "loss": 0.19797, "time": 0.23547} {"mode": "train", "epoch": 2, "iter": 46750, "lr": 5e-05, "memory": 7451, "data_time": 0.01599, "decode.loss_ce": 0.19431, "decode.acc_seg": 92.02842, "loss": 0.19431, "time": 0.23854} {"mode": "train", "epoch": 2, "iter": 46800, "lr": 5e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.19836, "decode.acc_seg": 91.8298, "loss": 0.19836, "time": 0.23319} {"mode": "train", "epoch": 2, "iter": 46850, "lr": 5e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.19982, "decode.acc_seg": 91.85389, "loss": 0.19982, "time": 0.23574} {"mode": "train", "epoch": 2, "iter": 46900, "lr": 5e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.2122, "decode.acc_seg": 91.35993, "loss": 0.2122, "time": 0.23575} {"mode": "train", "epoch": 2, "iter": 46950, "lr": 5e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.20612, "decode.acc_seg": 91.50438, "loss": 0.20612, "time": 0.23436} {"mode": "train", "epoch": 2, "iter": 47000, "lr": 5e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.20402, "decode.acc_seg": 91.68361, "loss": 0.20402, "time": 0.23338} {"mode": "train", "epoch": 2, "iter": 47050, "lr": 5e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.19362, "decode.acc_seg": 92.0576, "loss": 0.19362, "time": 0.24113} {"mode": "train", "epoch": 2, "iter": 47100, "lr": 5e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.19878, "decode.acc_seg": 91.87041, "loss": 0.19878, "time": 0.23523} {"mode": "train", "epoch": 2, "iter": 47150, "lr": 5e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.19629, "decode.acc_seg": 91.93389, "loss": 0.19629, "time": 0.23246} {"mode": "train", "epoch": 2, "iter": 47200, "lr": 5e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.2021, "decode.acc_seg": 91.74231, "loss": 0.2021, "time": 0.242} {"mode": "train", "epoch": 2, "iter": 47250, "lr": 5e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.20679, "decode.acc_seg": 91.57656, "loss": 0.20679, "time": 0.23389} {"mode": "train", "epoch": 2, "iter": 47300, "lr": 5e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.2037, "decode.acc_seg": 91.89451, "loss": 0.2037, "time": 0.23332} {"mode": "train", "epoch": 2, "iter": 47350, "lr": 5e-05, "memory": 7451, "data_time": 0.01711, "decode.loss_ce": 0.19954, "decode.acc_seg": 91.95515, "loss": 0.19954, "time": 0.23455} {"mode": "train", "epoch": 2, "iter": 47400, "lr": 5e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.20058, "decode.acc_seg": 91.84863, "loss": 0.20058, "time": 0.23879} {"mode": "train", "epoch": 2, "iter": 47450, "lr": 5e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.19305, "decode.acc_seg": 92.13646, "loss": 0.19305, "time": 0.23451} {"mode": "train", "epoch": 2, "iter": 47500, "lr": 5e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.20029, "decode.acc_seg": 91.88373, "loss": 0.20029, "time": 0.23661} {"mode": "train", "epoch": 2, "iter": 47550, "lr": 4e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.19555, "decode.acc_seg": 92.04179, "loss": 0.19555, "time": 0.23833} {"mode": "train", "epoch": 2, "iter": 47600, "lr": 4e-05, "memory": 7451, "data_time": 0.0173, "decode.loss_ce": 0.20311, "decode.acc_seg": 91.78573, "loss": 0.20311, "time": 0.23211} {"mode": "train", "epoch": 2, "iter": 47650, "lr": 4e-05, "memory": 7451, "data_time": 0.01729, "decode.loss_ce": 0.19937, "decode.acc_seg": 91.8604, "loss": 0.19937, "time": 0.23462} {"mode": "train", "epoch": 2, "iter": 47700, "lr": 4e-05, "memory": 7451, "data_time": 0.01742, "decode.loss_ce": 0.1936, "decode.acc_seg": 92.109, "loss": 0.1936, "time": 0.23216} {"mode": "train", "epoch": 2, "iter": 47750, "lr": 4e-05, "memory": 7451, "data_time": 0.01727, "decode.loss_ce": 0.19883, "decode.acc_seg": 92.02016, "loss": 0.19883, "time": 0.23256} {"mode": "train", "epoch": 2, "iter": 47800, "lr": 4e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.20042, "decode.acc_seg": 91.91652, "loss": 0.20042, "time": 0.23139} {"mode": "train", "epoch": 2, "iter": 47850, "lr": 4e-05, "memory": 7451, "data_time": 0.01924, "decode.loss_ce": 0.19655, "decode.acc_seg": 92.06925, "loss": 0.19655, "time": 0.24122} {"mode": "train", "epoch": 2, "iter": 47900, "lr": 4e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.20032, "decode.acc_seg": 91.927, "loss": 0.20032, "time": 0.232} {"mode": "train", "epoch": 2, "iter": 47950, "lr": 4e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.20315, "decode.acc_seg": 91.85563, "loss": 0.20315, "time": 0.23171} {"mode": "train", "epoch": 2, "iter": 48000, "lr": 4e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.19771, "decode.acc_seg": 91.90682, "loss": 0.19771, "time": 0.25275} {"mode": "val", "epoch": 2, "iter": 250, "lr": 4e-05, "aAcc": 0.8123, "mIoU": 0.4471, "mAcc": 0.5598, "IoU.wall": 0.7489, "IoU.building": 0.8049, "IoU.sky": 0.9379, "IoU.floor": 0.783, "IoU.tree": 0.7245, "IoU.ceiling": 0.8191, "IoU.road": 0.8242, "IoU.bed ": 0.8833, "IoU.windowpane": 0.6011, "IoU.grass": 0.6654, "IoU.cabinet": 0.5654, "IoU.sidewalk": 0.6507, "IoU.person": 0.7909, "IoU.earth": 0.3552, "IoU.door": 0.4225, "IoU.table": 0.5553, "IoU.mountain": 0.5228, "IoU.plant": 0.515, "IoU.curtain": 0.7018, "IoU.chair": 0.5512, "IoU.car": 0.8253, "IoU.water": 0.5186, "IoU.painting": 0.7016, "IoU.sofa": 0.6497, "IoU.shelf": 0.3953, "IoU.house": 0.3754, "IoU.sea": 0.5189, "IoU.mirror": 0.6436, "IoU.rug": 0.4854, "IoU.field": 0.2871, "IoU.armchair": 0.4539, "IoU.seat": 0.566, "IoU.fence": 0.3563, "IoU.desk": 0.4066, "IoU.rock": 0.3414, "IoU.wardrobe": 0.4104, "IoU.lamp": 0.6069, "IoU.bathtub": 0.7452, "IoU.railing": 0.2775, "IoU.cushion": 0.5631, "IoU.base": 0.2525, "IoU.box": 0.2627, "IoU.column": 0.3873, "IoU.signboard": 0.3459, "IoU.chest of drawers": 0.3847, "IoU.counter": 0.2394, "IoU.sand": 0.2994, "IoU.sink": 0.6839, "IoU.skyscraper": 0.4714, "IoU.fireplace": 0.6343, "IoU.refrigerator": 0.6192, "IoU.grandstand": 0.4166, "IoU.path": 0.1792, "IoU.stairs": 0.3028, "IoU.runway": 0.6898, "IoU.case": 0.3515, "IoU.pool table": 0.9177, "IoU.pillow": 0.554, "IoU.screen door": 0.6249, "IoU.stairway": 0.2507, "IoU.river": 0.1196, "IoU.bridge": 0.3659, "IoU.bookcase": 0.3209, "IoU.blind": 0.3121, "IoU.coffee table": 0.558, "IoU.toilet": 0.8374, "IoU.flower": 0.4235, "IoU.book": 0.4032, "IoU.hill": 0.0876, "IoU.bench": 0.3808, "IoU.countertop": 0.5194, "IoU.stove": 0.6242, "IoU.palm": 0.4842, "IoU.kitchen island": 0.2346, "IoU.computer": 0.5973, "IoU.swivel chair": 0.3499, "IoU.boat": 0.6124, "IoU.bar": 0.3507, "IoU.arcade machine": 0.5946, "IoU.hovel": 0.3498, "IoU.bus": 0.8541, "IoU.towel": 0.5654, "IoU.light": 0.4956, "IoU.truck": 0.315, "IoU.tower": 0.2967, "IoU.chandelier": 0.6477, "IoU.awning": 0.206, "IoU.streetlight": 0.2475, "IoU.booth": 0.3418, "IoU.television receiver": 0.6577, "IoU.airplane": 0.5352, "IoU.dirt track": 0.009, "IoU.apparel": 0.3244, "IoU.pole": 0.2023, "IoU.land": 0.0605, "IoU.bannister": 0.1185, "IoU.escalator": 0.2048, "IoU.ottoman": 0.4355, "IoU.bottle": 0.3652, "IoU.buffet": 0.5015, "IoU.poster": 0.2331, "IoU.stage": 0.0972, "IoU.van": 0.3821, "IoU.ship": 0.3633, "IoU.fountain": 0.1522, "IoU.conveyer belt": 0.7335, "IoU.canopy": 0.1289, "IoU.washer": 0.5515, "IoU.plaything": 0.2685, "IoU.swimming pool": 0.433, "IoU.stool": 0.3141, "IoU.barrel": 0.4436, "IoU.basket": 0.2892, "IoU.waterfall": 0.4753, "IoU.tent": 0.8993, "IoU.bag": 0.1841, "IoU.minibike": 0.6565, "IoU.cradle": 0.8415, "IoU.oven": 0.2786, "IoU.ball": 0.4899, "IoU.food": 0.3932, "IoU.step": 0.1805, "IoU.tank": 0.3238, "IoU.trade name": 0.303, "IoU.microwave": 0.5024, "IoU.pot": 0.3784, "IoU.animal": 0.5487, "IoU.bicycle": 0.4899, "IoU.lake": 0.3906, "IoU.dishwasher": 0.6525, "IoU.screen": 0.6237, "IoU.blanket": 0.1228, "IoU.sculpture": 0.4204, "IoU.hood": 0.5513, "IoU.sconce": 0.318, "IoU.vase": 0.3569, "IoU.traffic light": 0.3222, "IoU.tray": 0.0476, "IoU.ashcan": 0.4322, "IoU.fan": 0.5613, "IoU.pier": 0.3106, "IoU.crt screen": 0.0512, "IoU.plate": 0.3938, "IoU.monitor": 0.2245, "IoU.bulletin board": 0.2881, "IoU.shower": 0.0185, "IoU.radiator": 0.5541, "IoU.glass": 0.1055, "IoU.clock": 0.2684, "IoU.flag": 0.38, "Acc.wall": 0.8934, "Acc.building": 0.9196, "Acc.sky": 0.9733, "Acc.floor": 0.8901, "Acc.tree": 0.8495, "Acc.ceiling": 0.8998, "Acc.road": 0.8876, "Acc.bed ": 0.953, "Acc.windowpane": 0.7749, "Acc.grass": 0.8427, "Acc.cabinet": 0.6753, "Acc.sidewalk": 0.819, "Acc.person": 0.9332, "Acc.earth": 0.4681, "Acc.door": 0.5366, "Acc.table": 0.7263, "Acc.mountain": 0.6648, "Acc.plant": 0.6556, "Acc.curtain": 0.8119, "Acc.chair": 0.7194, "Acc.car": 0.9134, "Acc.water": 0.6837, "Acc.painting": 0.8429, "Acc.sofa": 0.7832, "Acc.shelf": 0.5665, "Acc.house": 0.5096, "Acc.sea": 0.6807, "Acc.mirror": 0.7146, "Acc.rug": 0.5562, "Acc.field": 0.3868, "Acc.armchair": 0.6752, "Acc.seat": 0.7416, "Acc.fence": 0.4945, "Acc.desk": 0.5726, "Acc.rock": 0.5471, "Acc.wardrobe": 0.5448, "Acc.lamp": 0.7461, "Acc.bathtub": 0.8342, "Acc.railing": 0.386, "Acc.cushion": 0.7154, "Acc.base": 0.3615, "Acc.box": 0.3701, "Acc.column": 0.4988, "Acc.signboard": 0.4664, "Acc.chest of drawers": 0.5694, "Acc.counter": 0.3099, "Acc.sand": 0.4435, "Acc.sink": 0.7936, "Acc.skyscraper": 0.6276, "Acc.fireplace": 0.7894, "Acc.refrigerator": 0.7992, "Acc.grandstand": 0.6079, "Acc.path": 0.2689, "Acc.stairs": 0.4239, "Acc.runway": 0.8973, "Acc.case": 0.417, "Acc.pool table": 0.9551, "Acc.pillow": 0.6472, "Acc.screen door": 0.8188, "Acc.stairway": 0.3381, "Acc.river": 0.1985, "Acc.bridge": 0.4235, "Acc.bookcase": 0.5213, "Acc.blind": 0.3286, "Acc.coffee table": 0.7629, "Acc.toilet": 0.8709, "Acc.flower": 0.5621, "Acc.book": 0.6838, "Acc.hill": 0.1558, "Acc.bench": 0.4994, "Acc.countertop": 0.634, "Acc.stove": 0.6617, "Acc.palm": 0.7833, "Acc.kitchen island": 0.6436, "Acc.computer": 0.6865, "Acc.swivel chair": 0.4333, "Acc.boat": 0.7436, "Acc.bar": 0.4442, "Acc.arcade machine": 0.6491, "Acc.hovel": 0.4515, "Acc.bus": 0.8967, "Acc.towel": 0.6918, "Acc.light": 0.5775, "Acc.truck": 0.4698, "Acc.tower": 0.3785, "Acc.chandelier": 0.8004, "Acc.awning": 0.2339, "Acc.streetlight": 0.3117, "Acc.booth": 0.3541, "Acc.television receiver": 0.7387, "Acc.airplane": 0.629, "Acc.dirt track": 0.0222, "Acc.apparel": 0.4662, "Acc.pole": 0.273, "Acc.land": 0.0818, "Acc.bannister": 0.1822, "Acc.escalator": 0.2303, "Acc.ottoman": 0.5601, "Acc.bottle": 0.5082, "Acc.buffet": 0.5918, "Acc.poster": 0.3149, "Acc.stage": 0.1461, "Acc.van": 0.4959, "Acc.ship": 0.5038, "Acc.fountain": 0.1546, "Acc.conveyer belt": 0.8332, "Acc.canopy": 0.1497, "Acc.washer": 0.5879, "Acc.plaything": 0.3831, "Acc.swimming pool": 0.5838, "Acc.stool": 0.4939, "Acc.barrel": 0.6507, "Acc.basket": 0.367, "Acc.waterfall": 0.6221, "Acc.tent": 0.9525, "Acc.bag": 0.2299, "Acc.minibike": 0.8164, "Acc.cradle": 0.932, "Acc.oven": 0.6944, "Acc.ball": 0.574, "Acc.food": 0.4444, "Acc.step": 0.206, "Acc.tank": 0.3322, "Acc.trade name": 0.3689, "Acc.microwave": 0.5291, "Acc.pot": 0.4467, "Acc.animal": 0.5973, "Acc.bicycle": 0.6244, "Acc.lake": 0.641, "Acc.dishwasher": 0.765, "Acc.screen": 0.7822, "Acc.blanket": 0.1397, "Acc.sculpture": 0.6426, "Acc.hood": 0.5838, "Acc.sconce": 0.3612, "Acc.vase": 0.505, "Acc.traffic light": 0.5109, "Acc.tray": 0.1091, "Acc.ashcan": 0.5935, "Acc.fan": 0.639, "Acc.pier": 0.518, "Acc.crt screen": 0.1124, "Acc.plate": 0.5041, "Acc.monitor": 0.3245, "Acc.bulletin board": 0.3874, "Acc.shower": 0.038, "Acc.radiator": 0.6191, "Acc.glass": 0.1117, "Acc.clock": 0.3052, "Acc.flag": 0.415} {"mode": "train", "epoch": 2, "iter": 48050, "lr": 4e-05, "memory": 7451, "data_time": 0.41187, "decode.loss_ce": 0.20192, "decode.acc_seg": 91.7706, "loss": 0.20192, "time": 0.62789} {"mode": "train", "epoch": 2, "iter": 48100, "lr": 4e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.20042, "decode.acc_seg": 91.80408, "loss": 0.20042, "time": 0.23331} {"mode": "train", "epoch": 2, "iter": 48150, "lr": 4e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.19438, "decode.acc_seg": 92.14081, "loss": 0.19438, "time": 0.24156} {"mode": "train", "epoch": 2, "iter": 48200, "lr": 4e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.19736, "decode.acc_seg": 91.97128, "loss": 0.19736, "time": 0.23121} {"mode": "train", "epoch": 2, "iter": 48250, "lr": 4e-05, "memory": 7451, "data_time": 0.01702, "decode.loss_ce": 0.19099, "decode.acc_seg": 92.2356, "loss": 0.19099, "time": 0.23251} {"mode": "train", "epoch": 2, "iter": 48300, "lr": 4e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.19715, "decode.acc_seg": 92.12383, "loss": 0.19715, "time": 0.23724} {"mode": "train", "epoch": 2, "iter": 48350, "lr": 4e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.19532, "decode.acc_seg": 91.94073, "loss": 0.19532, "time": 0.23435} {"mode": "train", "epoch": 2, "iter": 48400, "lr": 4e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.19465, "decode.acc_seg": 91.9523, "loss": 0.19465, "time": 0.23503} {"mode": "train", "epoch": 2, "iter": 48450, "lr": 4e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.19558, "decode.acc_seg": 92.15571, "loss": 0.19558, "time": 0.2308} {"mode": "train", "epoch": 2, "iter": 48500, "lr": 4e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.19635, "decode.acc_seg": 91.9289, "loss": 0.19635, "time": 0.23439} {"mode": "train", "epoch": 2, "iter": 48550, "lr": 4e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.20209, "decode.acc_seg": 91.73833, "loss": 0.20209, "time": 0.2312} {"mode": "train", "epoch": 2, "iter": 48600, "lr": 4e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.19552, "decode.acc_seg": 92.07069, "loss": 0.19552, "time": 0.23952} {"mode": "train", "epoch": 2, "iter": 48650, "lr": 4e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.1931, "decode.acc_seg": 92.04624, "loss": 0.1931, "time": 0.23233} {"mode": "train", "epoch": 2, "iter": 48700, "lr": 4e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.19394, "decode.acc_seg": 92.12457, "loss": 0.19394, "time": 0.23325} {"mode": "train", "epoch": 2, "iter": 48750, "lr": 4e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.20248, "decode.acc_seg": 91.91717, "loss": 0.20248, "time": 0.23743} {"mode": "train", "epoch": 2, "iter": 48800, "lr": 4e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.18507, "decode.acc_seg": 92.27709, "loss": 0.18507, "time": 0.24146} {"mode": "train", "epoch": 2, "iter": 48850, "lr": 4e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.199, "decode.acc_seg": 91.94147, "loss": 0.199, "time": 0.23446} {"mode": "train", "epoch": 2, "iter": 48900, "lr": 4e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.20196, "decode.acc_seg": 91.86827, "loss": 0.20196, "time": 0.23568} {"mode": "train", "epoch": 2, "iter": 48950, "lr": 4e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.19456, "decode.acc_seg": 92.06587, "loss": 0.19456, "time": 0.24236} {"mode": "train", "epoch": 2, "iter": 49000, "lr": 4e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.18976, "decode.acc_seg": 92.30044, "loss": 0.18976, "time": 0.23268} {"mode": "train", "epoch": 2, "iter": 49050, "lr": 4e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.20051, "decode.acc_seg": 91.8589, "loss": 0.20051, "time": 0.2335} {"mode": "train", "epoch": 2, "iter": 49100, "lr": 4e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.18887, "decode.acc_seg": 92.13204, "loss": 0.18887, "time": 0.24061} {"mode": "train", "epoch": 2, "iter": 49150, "lr": 4e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.19749, "decode.acc_seg": 91.97507, "loss": 0.19749, "time": 0.23942} {"mode": "train", "epoch": 2, "iter": 49200, "lr": 4e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.19123, "decode.acc_seg": 92.19274, "loss": 0.19123, "time": 0.23542} {"mode": "train", "epoch": 2, "iter": 49250, "lr": 4e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.19529, "decode.acc_seg": 91.96403, "loss": 0.19529, "time": 0.23794} {"mode": "train", "epoch": 2, "iter": 49300, "lr": 4e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.19315, "decode.acc_seg": 92.07931, "loss": 0.19315, "time": 0.23215} {"mode": "train", "epoch": 2, "iter": 49350, "lr": 4e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.18593, "decode.acc_seg": 92.31017, "loss": 0.18593, "time": 0.23586} {"mode": "train", "epoch": 2, "iter": 49400, "lr": 4e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.20068, "decode.acc_seg": 91.86906, "loss": 0.20068, "time": 0.23905} {"mode": "train", "epoch": 2, "iter": 49450, "lr": 4e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.1975, "decode.acc_seg": 91.98431, "loss": 0.1975, "time": 0.23417} {"mode": "train", "epoch": 2, "iter": 49500, "lr": 4e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.19284, "decode.acc_seg": 92.20937, "loss": 0.19284, "time": 0.23377} {"mode": "train", "epoch": 2, "iter": 49550, "lr": 4e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.19764, "decode.acc_seg": 91.97086, "loss": 0.19764, "time": 0.24296} {"mode": "train", "epoch": 2, "iter": 49600, "lr": 4e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.19081, "decode.acc_seg": 92.1949, "loss": 0.19081, "time": 0.23254} {"mode": "train", "epoch": 2, "iter": 49650, "lr": 4e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.19757, "decode.acc_seg": 92.06079, "loss": 0.19757, "time": 0.23258} {"mode": "train", "epoch": 2, "iter": 49700, "lr": 4e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.19809, "decode.acc_seg": 91.92124, "loss": 0.19809, "time": 0.23448} {"mode": "train", "epoch": 2, "iter": 49750, "lr": 4e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.18867, "decode.acc_seg": 92.25076, "loss": 0.18867, "time": 0.24161} {"mode": "train", "epoch": 2, "iter": 49800, "lr": 4e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.1961, "decode.acc_seg": 91.95609, "loss": 0.1961, "time": 0.23357} {"mode": "train", "epoch": 2, "iter": 49850, "lr": 4e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.20118, "decode.acc_seg": 91.8165, "loss": 0.20118, "time": 0.23309} {"mode": "train", "epoch": 2, "iter": 49900, "lr": 4e-05, "memory": 7451, "data_time": 0.01896, "decode.loss_ce": 0.19475, "decode.acc_seg": 91.9709, "loss": 0.19475, "time": 0.24026} {"mode": "train", "epoch": 2, "iter": 49950, "lr": 4e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.19802, "decode.acc_seg": 91.95439, "loss": 0.19802, "time": 0.23375} {"mode": "train", "epoch": 2, "iter": 50000, "lr": 4e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.19504, "decode.acc_seg": 92.0733, "loss": 0.19504, "time": 0.23644} {"mode": "train", "epoch": 2, "iter": 50050, "lr": 4e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.18826, "decode.acc_seg": 92.19946, "loss": 0.18826, "time": 0.23554} {"mode": "train", "epoch": 2, "iter": 50100, "lr": 4e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.20016, "decode.acc_seg": 91.79341, "loss": 0.20016, "time": 0.23213} {"mode": "train", "epoch": 2, "iter": 50150, "lr": 4e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.19422, "decode.acc_seg": 92.18203, "loss": 0.19422, "time": 0.23771} {"mode": "train", "epoch": 2, "iter": 50200, "lr": 4e-05, "memory": 7451, "data_time": 0.01947, "decode.loss_ce": 0.18856, "decode.acc_seg": 92.13563, "loss": 0.18856, "time": 0.23562} {"mode": "train", "epoch": 2, "iter": 50250, "lr": 4e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.19127, "decode.acc_seg": 92.11166, "loss": 0.19127, "time": 0.23278} {"mode": "train", "epoch": 2, "iter": 50300, "lr": 4e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.19999, "decode.acc_seg": 91.9512, "loss": 0.19999, "time": 0.23349} {"mode": "train", "epoch": 2, "iter": 50350, "lr": 4e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.18772, "decode.acc_seg": 92.44332, "loss": 0.18772, "time": 0.24351} {"mode": "train", "epoch": 2, "iter": 50400, "lr": 4e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.20528, "decode.acc_seg": 91.89525, "loss": 0.20528, "time": 0.23183} {"mode": "train", "epoch": 2, "iter": 50450, "lr": 4e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.19237, "decode.acc_seg": 92.12832, "loss": 0.19237, "time": 0.23438} {"mode": "train", "epoch": 2, "iter": 50500, "lr": 4e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.19614, "decode.acc_seg": 92.09196, "loss": 0.19614, "time": 0.23848} {"mode": "train", "epoch": 2, "iter": 50550, "lr": 4e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.19601, "decode.acc_seg": 91.84534, "loss": 0.19601, "time": 0.23624} {"mode": "train", "epoch": 2, "iter": 50600, "lr": 4e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.19517, "decode.acc_seg": 92.15045, "loss": 0.19517, "time": 0.23328} {"mode": "train", "epoch": 2, "iter": 50650, "lr": 4e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.19543, "decode.acc_seg": 92.04539, "loss": 0.19543, "time": 0.2383} {"mode": "train", "epoch": 2, "iter": 50700, "lr": 4e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.19014, "decode.acc_seg": 92.215, "loss": 0.19014, "time": 0.23588} {"mode": "train", "epoch": 2, "iter": 50750, "lr": 4e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.19103, "decode.acc_seg": 92.2048, "loss": 0.19103, "time": 0.23597} {"mode": "train", "epoch": 2, "iter": 50800, "lr": 4e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.1902, "decode.acc_seg": 92.09492, "loss": 0.1902, "time": 0.23213} {"mode": "train", "epoch": 2, "iter": 50850, "lr": 4e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.1898, "decode.acc_seg": 92.30321, "loss": 0.1898, "time": 0.23449} {"mode": "train", "epoch": 2, "iter": 50900, "lr": 4e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.18744, "decode.acc_seg": 92.31094, "loss": 0.18744, "time": 0.23389} {"mode": "train", "epoch": 2, "iter": 50950, "lr": 4e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.19199, "decode.acc_seg": 92.22748, "loss": 0.19199, "time": 0.24173} {"mode": "train", "epoch": 2, "iter": 51000, "lr": 4e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.18532, "decode.acc_seg": 92.29225, "loss": 0.18532, "time": 0.23381} {"mode": "train", "epoch": 2, "iter": 51050, "lr": 4e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.18963, "decode.acc_seg": 92.16175, "loss": 0.18963, "time": 0.23377} {"mode": "train", "epoch": 2, "iter": 51100, "lr": 4e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.19162, "decode.acc_seg": 92.13942, "loss": 0.19162, "time": 0.23583} {"mode": "train", "epoch": 2, "iter": 51150, "lr": 4e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.19469, "decode.acc_seg": 92.05784, "loss": 0.19469, "time": 0.24205} {"mode": "train", "epoch": 2, "iter": 51200, "lr": 4e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.19325, "decode.acc_seg": 92.02045, "loss": 0.19325, "time": 0.23296} {"mode": "train", "epoch": 2, "iter": 51250, "lr": 4e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.18657, "decode.acc_seg": 92.44276, "loss": 0.18657, "time": 0.23534} {"mode": "train", "epoch": 2, "iter": 51300, "lr": 4e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.19085, "decode.acc_seg": 92.12067, "loss": 0.19085, "time": 0.24102} {"mode": "train", "epoch": 2, "iter": 51350, "lr": 4e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.19412, "decode.acc_seg": 91.97169, "loss": 0.19412, "time": 0.23383} {"mode": "train", "epoch": 2, "iter": 51400, "lr": 4e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.18788, "decode.acc_seg": 92.26878, "loss": 0.18788, "time": 0.23421} {"mode": "train", "epoch": 2, "iter": 51450, "lr": 4e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.19718, "decode.acc_seg": 91.95263, "loss": 0.19718, "time": 0.23767} {"mode": "train", "epoch": 2, "iter": 51500, "lr": 4e-05, "memory": 7451, "data_time": 0.01689, "decode.loss_ce": 0.1858, "decode.acc_seg": 92.31423, "loss": 0.1858, "time": 0.23508} {"mode": "train", "epoch": 2, "iter": 51550, "lr": 4e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.18676, "decode.acc_seg": 92.39068, "loss": 0.18676, "time": 0.23478} {"mode": "train", "epoch": 2, "iter": 51600, "lr": 4e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.18744, "decode.acc_seg": 92.34511, "loss": 0.18744, "time": 0.23532} {"mode": "train", "epoch": 2, "iter": 51650, "lr": 4e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.18856, "decode.acc_seg": 92.1634, "loss": 0.18856, "time": 0.23253} {"mode": "train", "epoch": 2, "iter": 51700, "lr": 4e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.19224, "decode.acc_seg": 92.25309, "loss": 0.19224, "time": 0.23464} {"mode": "train", "epoch": 2, "iter": 51750, "lr": 4e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.189, "decode.acc_seg": 92.2375, "loss": 0.189, "time": 0.23771} {"mode": "train", "epoch": 2, "iter": 51800, "lr": 4e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.18469, "decode.acc_seg": 92.3499, "loss": 0.18469, "time": 0.23216} {"mode": "train", "epoch": 2, "iter": 51850, "lr": 4e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.18372, "decode.acc_seg": 92.35758, "loss": 0.18372, "time": 0.23169} {"mode": "train", "epoch": 2, "iter": 51900, "lr": 4e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.17837, "decode.acc_seg": 92.48204, "loss": 0.17837, "time": 0.24424} {"mode": "train", "epoch": 2, "iter": 51950, "lr": 4e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.19203, "decode.acc_seg": 92.18746, "loss": 0.19203, "time": 0.23083} {"mode": "train", "epoch": 2, "iter": 52000, "lr": 4e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.19064, "decode.acc_seg": 92.16572, "loss": 0.19064, "time": 0.23213} {"mode": "train", "epoch": 2, "iter": 52050, "lr": 4e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.2003, "decode.acc_seg": 91.96103, "loss": 0.2003, "time": 0.23517} {"mode": "train", "epoch": 2, "iter": 52100, "lr": 4e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.18478, "decode.acc_seg": 92.29517, "loss": 0.18478, "time": 0.24093} {"mode": "train", "epoch": 2, "iter": 52150, "lr": 4e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.18832, "decode.acc_seg": 92.39163, "loss": 0.18832, "time": 0.2314} {"mode": "train", "epoch": 2, "iter": 52200, "lr": 4e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.18878, "decode.acc_seg": 92.27507, "loss": 0.18878, "time": 0.23363} {"mode": "train", "epoch": 2, "iter": 52250, "lr": 4e-05, "memory": 7451, "data_time": 0.01606, "decode.loss_ce": 0.19109, "decode.acc_seg": 92.10031, "loss": 0.19109, "time": 0.24015} {"mode": "train", "epoch": 2, "iter": 52300, "lr": 4e-05, "memory": 7451, "data_time": 0.01596, "decode.loss_ce": 0.19339, "decode.acc_seg": 92.11398, "loss": 0.19339, "time": 0.231} {"mode": "train", "epoch": 2, "iter": 52350, "lr": 4e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.19227, "decode.acc_seg": 92.20877, "loss": 0.19227, "time": 0.23589} {"mode": "train", "epoch": 2, "iter": 52400, "lr": 4e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.18635, "decode.acc_seg": 92.43648, "loss": 0.18635, "time": 0.23516} {"mode": "train", "epoch": 2, "iter": 52450, "lr": 4e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.19956, "decode.acc_seg": 91.94505, "loss": 0.19956, "time": 0.23443} {"mode": "train", "epoch": 2, "iter": 52500, "lr": 4e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.18633, "decode.acc_seg": 92.38738, "loss": 0.18633, "time": 0.23909} {"mode": "train", "epoch": 2, "iter": 52550, "lr": 4e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.1905, "decode.acc_seg": 92.15727, "loss": 0.1905, "time": 0.23498} {"mode": "train", "epoch": 2, "iter": 52600, "lr": 4e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.1923, "decode.acc_seg": 92.22786, "loss": 0.1923, "time": 0.23245} {"mode": "train", "epoch": 2, "iter": 52650, "lr": 4e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.18932, "decode.acc_seg": 92.20393, "loss": 0.18932, "time": 0.23154} {"mode": "train", "epoch": 2, "iter": 52700, "lr": 4e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.19007, "decode.acc_seg": 92.2485, "loss": 0.19007, "time": 0.24141} {"mode": "train", "epoch": 2, "iter": 52750, "lr": 4e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.19167, "decode.acc_seg": 92.1943, "loss": 0.19167, "time": 0.23163} {"mode": "train", "epoch": 2, "iter": 52800, "lr": 4e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.18461, "decode.acc_seg": 92.33916, "loss": 0.18461, "time": 0.23545} {"mode": "train", "epoch": 2, "iter": 52850, "lr": 4e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.18482, "decode.acc_seg": 92.36564, "loss": 0.18482, "time": 0.23742} {"mode": "train", "epoch": 2, "iter": 52900, "lr": 4e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.18953, "decode.acc_seg": 92.34325, "loss": 0.18953, "time": 0.24079} {"mode": "train", "epoch": 2, "iter": 52950, "lr": 4e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.18124, "decode.acc_seg": 92.51786, "loss": 0.18124, "time": 0.23248} {"mode": "train", "epoch": 2, "iter": 53000, "lr": 4e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.19388, "decode.acc_seg": 92.20241, "loss": 0.19388, "time": 0.2395} {"mode": "train", "epoch": 2, "iter": 53050, "lr": 4e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.18701, "decode.acc_seg": 92.44932, "loss": 0.18701, "time": 0.23524} {"mode": "train", "epoch": 2, "iter": 53100, "lr": 4e-05, "memory": 7451, "data_time": 0.01747, "decode.loss_ce": 0.18541, "decode.acc_seg": 92.4636, "loss": 0.18541, "time": 0.23519} {"mode": "train", "epoch": 2, "iter": 53150, "lr": 4e-05, "memory": 7451, "data_time": 0.01713, "decode.loss_ce": 0.18825, "decode.acc_seg": 92.38694, "loss": 0.18825, "time": 0.23178} {"mode": "train", "epoch": 2, "iter": 53200, "lr": 4e-05, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.18622, "decode.acc_seg": 92.22874, "loss": 0.18622, "time": 0.23666} {"mode": "train", "epoch": 2, "iter": 53250, "lr": 4e-05, "memory": 7451, "data_time": 0.01708, "decode.loss_ce": 0.18982, "decode.acc_seg": 92.08032, "loss": 0.18982, "time": 0.23286} {"mode": "train", "epoch": 2, "iter": 53300, "lr": 4e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.19426, "decode.acc_seg": 92.08876, "loss": 0.19426, "time": 0.24108} {"mode": "train", "epoch": 2, "iter": 53350, "lr": 4e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.18739, "decode.acc_seg": 92.2622, "loss": 0.18739, "time": 0.23308} {"mode": "train", "epoch": 2, "iter": 53400, "lr": 4e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.18239, "decode.acc_seg": 92.3695, "loss": 0.18239, "time": 0.23345} {"mode": "train", "epoch": 2, "iter": 53450, "lr": 4e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.1878, "decode.acc_seg": 92.31529, "loss": 0.1878, "time": 0.23515} {"mode": "train", "epoch": 2, "iter": 53500, "lr": 4e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.18424, "decode.acc_seg": 92.45297, "loss": 0.18424, "time": 0.24177} {"mode": "train", "epoch": 2, "iter": 53550, "lr": 4e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.19061, "decode.acc_seg": 92.12885, "loss": 0.19061, "time": 0.23305} {"mode": "train", "epoch": 2, "iter": 53600, "lr": 4e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.19432, "decode.acc_seg": 92.02873, "loss": 0.19432, "time": 0.23519} {"mode": "train", "epoch": 2, "iter": 53650, "lr": 4e-05, "memory": 7451, "data_time": 0.01699, "decode.loss_ce": 0.19149, "decode.acc_seg": 92.32382, "loss": 0.19149, "time": 0.24248} {"mode": "train", "epoch": 2, "iter": 53700, "lr": 4e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.18027, "decode.acc_seg": 92.57361, "loss": 0.18027, "time": 0.23411} {"mode": "train", "epoch": 2, "iter": 53750, "lr": 4e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.18568, "decode.acc_seg": 92.42966, "loss": 0.18568, "time": 0.2326} {"mode": "train", "epoch": 2, "iter": 53800, "lr": 4e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.18297, "decode.acc_seg": 92.56622, "loss": 0.18297, "time": 0.23758} {"mode": "train", "epoch": 2, "iter": 53850, "lr": 4e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.19311, "decode.acc_seg": 92.15017, "loss": 0.19311, "time": 0.23493} {"mode": "train", "epoch": 2, "iter": 53900, "lr": 4e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.18468, "decode.acc_seg": 92.39273, "loss": 0.18468, "time": 0.23606} {"mode": "train", "epoch": 2, "iter": 53950, "lr": 4e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.19347, "decode.acc_seg": 92.18629, "loss": 0.19347, "time": 0.23589} {"mode": "train", "epoch": 2, "iter": 54000, "lr": 4e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.17454, "decode.acc_seg": 92.74885, "loss": 0.17454, "time": 0.23147} {"mode": "train", "epoch": 2, "iter": 54050, "lr": 4e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.18041, "decode.acc_seg": 92.51744, "loss": 0.18041, "time": 0.23445} {"mode": "train", "epoch": 2, "iter": 54100, "lr": 4e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.18142, "decode.acc_seg": 92.48771, "loss": 0.18142, "time": 0.23846} {"mode": "train", "epoch": 2, "iter": 54150, "lr": 4e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.18314, "decode.acc_seg": 92.37022, "loss": 0.18314, "time": 0.2332} {"mode": "train", "epoch": 2, "iter": 54200, "lr": 4e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.17838, "decode.acc_seg": 92.68162, "loss": 0.17838, "time": 0.2328} {"mode": "train", "epoch": 2, "iter": 54250, "lr": 4e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.18597, "decode.acc_seg": 92.38326, "loss": 0.18597, "time": 0.24494} {"mode": "train", "epoch": 2, "iter": 54300, "lr": 4e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.18451, "decode.acc_seg": 92.5737, "loss": 0.18451, "time": 0.23394} {"mode": "train", "epoch": 2, "iter": 54350, "lr": 4e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.18547, "decode.acc_seg": 92.38778, "loss": 0.18547, "time": 0.2329} {"mode": "train", "epoch": 2, "iter": 54400, "lr": 4e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.18716, "decode.acc_seg": 92.26469, "loss": 0.18716, "time": 0.2334} {"mode": "train", "epoch": 2, "iter": 54450, "lr": 4e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.18543, "decode.acc_seg": 92.28886, "loss": 0.18543, "time": 0.24105} {"mode": "train", "epoch": 2, "iter": 54500, "lr": 4e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.18508, "decode.acc_seg": 92.50272, "loss": 0.18508, "time": 0.23341} {"mode": "train", "epoch": 2, "iter": 54550, "lr": 4e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.18403, "decode.acc_seg": 92.41061, "loss": 0.18403, "time": 0.23166} {"mode": "train", "epoch": 2, "iter": 54600, "lr": 4e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.18322, "decode.acc_seg": 92.52455, "loss": 0.18322, "time": 0.24237} {"mode": "train", "epoch": 2, "iter": 54650, "lr": 4e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.18043, "decode.acc_seg": 92.50808, "loss": 0.18043, "time": 0.23372} {"mode": "train", "epoch": 2, "iter": 54700, "lr": 4e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.18901, "decode.acc_seg": 92.34397, "loss": 0.18901, "time": 0.23449} {"mode": "train", "epoch": 2, "iter": 54750, "lr": 4e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.18431, "decode.acc_seg": 92.42051, "loss": 0.18431, "time": 0.23506} {"mode": "train", "epoch": 2, "iter": 54800, "lr": 4e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.17822, "decode.acc_seg": 92.62811, "loss": 0.17822, "time": 0.23236} {"mode": "train", "epoch": 2, "iter": 54850, "lr": 4e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.18123, "decode.acc_seg": 92.6359, "loss": 0.18123, "time": 0.23758} {"mode": "train", "epoch": 2, "iter": 54900, "lr": 4e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.17981, "decode.acc_seg": 92.64552, "loss": 0.17981, "time": 0.23654} {"mode": "train", "epoch": 2, "iter": 54950, "lr": 4e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.17672, "decode.acc_seg": 92.66584, "loss": 0.17672, "time": 0.23255} {"mode": "train", "epoch": 2, "iter": 55000, "lr": 4e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.17865, "decode.acc_seg": 92.65409, "loss": 0.17865, "time": 0.23288} {"mode": "train", "epoch": 2, "iter": 55050, "lr": 4e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.19347, "decode.acc_seg": 92.14381, "loss": 0.19347, "time": 0.24535} {"mode": "train", "epoch": 2, "iter": 55100, "lr": 4e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.17103, "decode.acc_seg": 92.87909, "loss": 0.17103, "time": 0.23412} {"mode": "train", "epoch": 2, "iter": 55150, "lr": 4e-05, "memory": 7451, "data_time": 0.01606, "decode.loss_ce": 0.18895, "decode.acc_seg": 92.2951, "loss": 0.18895, "time": 0.23596} {"mode": "train", "epoch": 2, "iter": 55200, "lr": 4e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.18193, "decode.acc_seg": 92.50826, "loss": 0.18193, "time": 0.23666} {"mode": "train", "epoch": 2, "iter": 55250, "lr": 4e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.17752, "decode.acc_seg": 92.66987, "loss": 0.17752, "time": 0.23982} {"mode": "train", "epoch": 2, "iter": 55300, "lr": 4e-05, "memory": 7451, "data_time": 0.01613, "decode.loss_ce": 0.18087, "decode.acc_seg": 92.59601, "loss": 0.18087, "time": 0.23471} {"mode": "train", "epoch": 2, "iter": 55350, "lr": 4e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.17996, "decode.acc_seg": 92.61182, "loss": 0.17996, "time": 0.23844} {"mode": "train", "epoch": 2, "iter": 55400, "lr": 4e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.17653, "decode.acc_seg": 92.66436, "loss": 0.17653, "time": 0.23721} {"mode": "train", "epoch": 2, "iter": 55450, "lr": 4e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.17953, "decode.acc_seg": 92.48188, "loss": 0.17953, "time": 0.23749} {"mode": "train", "epoch": 2, "iter": 55500, "lr": 4e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.18877, "decode.acc_seg": 92.43272, "loss": 0.18877, "time": 0.2343} {"mode": "train", "epoch": 2, "iter": 55550, "lr": 4e-05, "memory": 7451, "data_time": 0.01609, "decode.loss_ce": 0.18199, "decode.acc_seg": 92.4897, "loss": 0.18199, "time": 0.23642} {"mode": "train", "epoch": 2, "iter": 55600, "lr": 4e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.17864, "decode.acc_seg": 92.52378, "loss": 0.17864, "time": 0.23442} {"mode": "train", "epoch": 2, "iter": 55650, "lr": 3e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.18373, "decode.acc_seg": 92.4725, "loss": 0.18373, "time": 0.24135} {"mode": "train", "epoch": 2, "iter": 55700, "lr": 3e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.18151, "decode.acc_seg": 92.52678, "loss": 0.18151, "time": 0.23371} {"mode": "train", "epoch": 2, "iter": 55750, "lr": 3e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.18651, "decode.acc_seg": 92.31432, "loss": 0.18651, "time": 0.23378} {"mode": "train", "epoch": 2, "iter": 55800, "lr": 3e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.18023, "decode.acc_seg": 92.57463, "loss": 0.18023, "time": 0.23633} {"mode": "train", "epoch": 2, "iter": 55850, "lr": 3e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.18414, "decode.acc_seg": 92.50127, "loss": 0.18414, "time": 0.24155} {"mode": "train", "epoch": 2, "iter": 55900, "lr": 3e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.17872, "decode.acc_seg": 92.67744, "loss": 0.17872, "time": 0.23272} {"mode": "train", "epoch": 2, "iter": 55950, "lr": 3e-05, "memory": 7451, "data_time": 0.01615, "decode.loss_ce": 0.17823, "decode.acc_seg": 92.5057, "loss": 0.17823, "time": 0.23545} {"mode": "train", "epoch": 2, "iter": 56000, "lr": 3e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.17601, "decode.acc_seg": 92.67807, "loss": 0.17601, "time": 0.25513} {"mode": "val", "epoch": 2, "iter": 250, "lr": 3e-05, "aAcc": 0.8157, "mIoU": 0.4514, "mAcc": 0.5515, "IoU.wall": 0.7559, "IoU.building": 0.811, "IoU.sky": 0.9391, "IoU.floor": 0.7802, "IoU.tree": 0.7276, "IoU.ceiling": 0.8231, "IoU.road": 0.8081, "IoU.bed ": 0.8752, "IoU.windowpane": 0.6024, "IoU.grass": 0.6754, "IoU.cabinet": 0.6085, "IoU.sidewalk": 0.6316, "IoU.person": 0.8008, "IoU.earth": 0.3475, "IoU.door": 0.4143, "IoU.table": 0.5623, "IoU.mountain": 0.6016, "IoU.plant": 0.5075, "IoU.curtain": 0.7037, "IoU.chair": 0.5589, "IoU.car": 0.8277, "IoU.water": 0.539, "IoU.painting": 0.7086, "IoU.sofa": 0.6422, "IoU.shelf": 0.4187, "IoU.house": 0.3908, "IoU.sea": 0.4709, "IoU.mirror": 0.6445, "IoU.rug": 0.4684, "IoU.field": 0.3112, "IoU.armchair": 0.3969, "IoU.seat": 0.5685, "IoU.fence": 0.3841, "IoU.desk": 0.4476, "IoU.rock": 0.3031, "IoU.wardrobe": 0.4267, "IoU.lamp": 0.6086, "IoU.bathtub": 0.7324, "IoU.railing": 0.2906, "IoU.cushion": 0.5564, "IoU.base": 0.1457, "IoU.box": 0.241, "IoU.column": 0.3945, "IoU.signboard": 0.3402, "IoU.chest of drawers": 0.4239, "IoU.counter": 0.237, "IoU.sand": 0.339, "IoU.sink": 0.6957, "IoU.skyscraper": 0.5652, "IoU.fireplace": 0.7096, "IoU.refrigerator": 0.6769, "IoU.grandstand": 0.4099, "IoU.path": 0.1537, "IoU.stairs": 0.2536, "IoU.runway": 0.6812, "IoU.case": 0.399, "IoU.pool table": 0.9175, "IoU.pillow": 0.5368, "IoU.screen door": 0.6081, "IoU.stairway": 0.2454, "IoU.river": 0.1381, "IoU.bridge": 0.3336, "IoU.bookcase": 0.3347, "IoU.blind": 0.2783, "IoU.coffee table": 0.576, "IoU.toilet": 0.8403, "IoU.flower": 0.4186, "IoU.book": 0.4388, "IoU.hill": 0.0668, "IoU.bench": 0.385, "IoU.countertop": 0.4917, "IoU.stove": 0.7199, "IoU.palm": 0.5036, "IoU.kitchen island": 0.2419, "IoU.computer": 0.6871, "IoU.swivel chair": 0.4047, "IoU.boat": 0.4695, "IoU.bar": 0.3441, "IoU.arcade machine": 0.7372, "IoU.hovel": 0.2915, "IoU.bus": 0.8718, "IoU.towel": 0.5843, "IoU.light": 0.4832, "IoU.truck": 0.3314, "IoU.tower": 0.2833, "IoU.chandelier": 0.6479, "IoU.awning": 0.2107, "IoU.streetlight": 0.2476, "IoU.booth": 0.3573, "IoU.television receiver": 0.6759, "IoU.airplane": 0.5246, "IoU.dirt track": 0.0425, "IoU.apparel": 0.3133, "IoU.pole": 0.2425, "IoU.land": 0.0568, "IoU.bannister": 0.1158, "IoU.escalator": 0.2185, "IoU.ottoman": 0.4411, "IoU.bottle": 0.2898, "IoU.buffet": 0.4644, "IoU.poster": 0.2016, "IoU.stage": 0.1171, "IoU.van": 0.4084, "IoU.ship": 0.191, "IoU.fountain": 0.2091, "IoU.conveyer belt": 0.7507, "IoU.canopy": 0.0975, "IoU.washer": 0.6127, "IoU.plaything": 0.2313, "IoU.swimming pool": 0.2963, "IoU.stool": 0.3895, "IoU.barrel": 0.5446, "IoU.basket": 0.3004, "IoU.waterfall": 0.4199, "IoU.tent": 0.8757, "IoU.bag": 0.1454, "IoU.minibike": 0.637, "IoU.cradle": 0.8484, "IoU.oven": 0.2901, "IoU.ball": 0.4125, "IoU.food": 0.3749, "IoU.step": 0.0907, "IoU.tank": 0.3526, "IoU.trade name": 0.2046, "IoU.microwave": 0.528, "IoU.pot": 0.3826, "IoU.animal": 0.5241, "IoU.bicycle": 0.5222, "IoU.lake": 0.6155, "IoU.dishwasher": 0.6822, "IoU.screen": 0.6546, "IoU.blanket": 0.1231, "IoU.sculpture": 0.4825, "IoU.hood": 0.5881, "IoU.sconce": 0.3636, "IoU.vase": 0.3669, "IoU.traffic light": 0.3407, "IoU.tray": 0.0644, "IoU.ashcan": 0.4296, "IoU.fan": 0.5683, "IoU.pier": 0.3547, "IoU.crt screen": 0.0549, "IoU.plate": 0.4551, "IoU.monitor": 0.274, "IoU.bulletin board": 0.2885, "IoU.shower": 0.0018, "IoU.radiator": 0.5449, "IoU.glass": 0.1219, "IoU.clock": 0.3173, "IoU.flag": 0.3068, "Acc.wall": 0.8862, "Acc.building": 0.9102, "Acc.sky": 0.9719, "Acc.floor": 0.9171, "Acc.tree": 0.8665, "Acc.ceiling": 0.9243, "Acc.road": 0.9084, "Acc.bed ": 0.9568, "Acc.windowpane": 0.7735, "Acc.grass": 0.8292, "Acc.cabinet": 0.7271, "Acc.sidewalk": 0.7876, "Acc.person": 0.9248, "Acc.earth": 0.4811, "Acc.door": 0.5211, "Acc.table": 0.7719, "Acc.mountain": 0.8124, "Acc.plant": 0.6295, "Acc.curtain": 0.8498, "Acc.chair": 0.6849, "Acc.car": 0.9154, "Acc.water": 0.7574, "Acc.painting": 0.8477, "Acc.sofa": 0.8334, "Acc.shelf": 0.6134, "Acc.house": 0.6098, "Acc.sea": 0.5393, "Acc.mirror": 0.7139, "Acc.rug": 0.5229, "Acc.field": 0.4248, "Acc.armchair": 0.5474, "Acc.seat": 0.803, "Acc.fence": 0.4995, "Acc.desk": 0.599, "Acc.rock": 0.4103, "Acc.wardrobe": 0.554, "Acc.lamp": 0.7291, "Acc.bathtub": 0.8158, "Acc.railing": 0.3966, "Acc.cushion": 0.6524, "Acc.base": 0.1793, "Acc.box": 0.3325, "Acc.column": 0.4718, "Acc.signboard": 0.4808, "Acc.chest of drawers": 0.526, "Acc.counter": 0.3182, "Acc.sand": 0.4654, "Acc.sink": 0.7759, "Acc.skyscraper": 0.7304, "Acc.fireplace": 0.8396, "Acc.refrigerator": 0.7426, "Acc.grandstand": 0.6181, "Acc.path": 0.2282, "Acc.stairs": 0.3257, "Acc.runway": 0.8764, "Acc.case": 0.4394, "Acc.pool table": 0.9518, "Acc.pillow": 0.6228, "Acc.screen door": 0.6505, "Acc.stairway": 0.366, "Acc.river": 0.3029, "Acc.bridge": 0.3954, "Acc.bookcase": 0.5113, "Acc.blind": 0.2889, "Acc.coffee table": 0.7301, "Acc.toilet": 0.9017, "Acc.flower": 0.5394, "Acc.book": 0.6736, "Acc.hill": 0.1108, "Acc.bench": 0.4612, "Acc.countertop": 0.6923, "Acc.stove": 0.7847, "Acc.palm": 0.7762, "Acc.kitchen island": 0.3856, "Acc.computer": 0.7637, "Acc.swivel chair": 0.5245, "Acc.boat": 0.5788, "Acc.bar": 0.4204, "Acc.arcade machine": 0.804, "Acc.hovel": 0.4288, "Acc.bus": 0.9013, "Acc.towel": 0.7033, "Acc.light": 0.5335, "Acc.truck": 0.4742, "Acc.tower": 0.3747, "Acc.chandelier": 0.7967, "Acc.awning": 0.2379, "Acc.streetlight": 0.3036, "Acc.booth": 0.3626, "Acc.television receiver": 0.7491, "Acc.airplane": 0.6543, "Acc.dirt track": 0.1064, "Acc.apparel": 0.4576, "Acc.pole": 0.3251, "Acc.land": 0.0743, "Acc.bannister": 0.1678, "Acc.escalator": 0.2349, "Acc.ottoman": 0.5629, "Acc.bottle": 0.3689, "Acc.buffet": 0.5315, "Acc.poster": 0.2407, "Acc.stage": 0.1681, "Acc.van": 0.5109, "Acc.ship": 0.265, "Acc.fountain": 0.2135, "Acc.conveyer belt": 0.8582, "Acc.canopy": 0.1244, "Acc.washer": 0.6262, "Acc.plaything": 0.3222, "Acc.swimming pool": 0.5428, "Acc.stool": 0.5293, "Acc.barrel": 0.6457, "Acc.basket": 0.3703, "Acc.waterfall": 0.4688, "Acc.tent": 0.9204, "Acc.bag": 0.1721, "Acc.minibike": 0.7762, "Acc.cradle": 0.9469, "Acc.oven": 0.6612, "Acc.ball": 0.4559, "Acc.food": 0.4168, "Acc.step": 0.1062, "Acc.tank": 0.3626, "Acc.trade name": 0.2253, "Acc.microwave": 0.5575, "Acc.pot": 0.4388, "Acc.animal": 0.5432, "Acc.bicycle": 0.6329, "Acc.lake": 0.6319, "Acc.dishwasher": 0.7273, "Acc.screen": 0.7758, "Acc.blanket": 0.1369, "Acc.sculpture": 0.6595, "Acc.hood": 0.6238, "Acc.sconce": 0.4279, "Acc.vase": 0.5017, "Acc.traffic light": 0.5059, "Acc.tray": 0.1563, "Acc.ashcan": 0.5542, "Acc.fan": 0.6781, "Acc.pier": 0.53, "Acc.crt screen": 0.1098, "Acc.plate": 0.5925, "Acc.monitor": 0.3556, "Acc.bulletin board": 0.3392, "Acc.shower": 0.0023, "Acc.radiator": 0.6282, "Acc.glass": 0.1356, "Acc.clock": 0.3718, "Acc.flag": 0.3255} {"mode": "train", "epoch": 2, "iter": 56050, "lr": 3e-05, "memory": 7451, "data_time": 0.40846, "decode.loss_ce": 0.18051, "decode.acc_seg": 92.65375, "loss": 0.18051, "time": 0.62271} {"mode": "train", "epoch": 2, "iter": 56100, "lr": 3e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.19021, "decode.acc_seg": 92.10083, "loss": 0.19021, "time": 0.23265} {"mode": "train", "epoch": 2, "iter": 56150, "lr": 3e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.18991, "decode.acc_seg": 92.20103, "loss": 0.18991, "time": 0.23593} {"mode": "train", "epoch": 2, "iter": 56200, "lr": 3e-05, "memory": 7451, "data_time": 0.0158, "decode.loss_ce": 0.17839, "decode.acc_seg": 92.64954, "loss": 0.17839, "time": 0.24232} {"mode": "train", "epoch": 2, "iter": 56250, "lr": 3e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.18111, "decode.acc_seg": 92.52278, "loss": 0.18111, "time": 0.23193} {"mode": "train", "epoch": 2, "iter": 56300, "lr": 3e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.17996, "decode.acc_seg": 92.48915, "loss": 0.17996, "time": 0.23784} {"mode": "train", "epoch": 2, "iter": 56350, "lr": 3e-05, "memory": 7451, "data_time": 0.01876, "decode.loss_ce": 0.17707, "decode.acc_seg": 92.6195, "loss": 0.17707, "time": 0.23729} {"mode": "train", "epoch": 2, "iter": 56400, "lr": 3e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.18356, "decode.acc_seg": 92.408, "loss": 0.18356, "time": 0.23252} {"mode": "train", "epoch": 2, "iter": 56450, "lr": 3e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.18977, "decode.acc_seg": 92.25105, "loss": 0.18977, "time": 0.23316} {"mode": "train", "epoch": 2, "iter": 56500, "lr": 3e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.1835, "decode.acc_seg": 92.52632, "loss": 0.1835, "time": 0.23271} {"mode": "train", "epoch": 2, "iter": 56550, "lr": 3e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.18281, "decode.acc_seg": 92.58612, "loss": 0.18281, "time": 0.23485} {"mode": "train", "epoch": 2, "iter": 56600, "lr": 3e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.17235, "decode.acc_seg": 92.75327, "loss": 0.17235, "time": 0.24393} {"mode": "train", "epoch": 2, "iter": 56650, "lr": 3e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.18224, "decode.acc_seg": 92.46632, "loss": 0.18224, "time": 0.23487} {"mode": "train", "epoch": 2, "iter": 56700, "lr": 3e-05, "memory": 7451, "data_time": 0.01589, "decode.loss_ce": 0.18279, "decode.acc_seg": 92.42326, "loss": 0.18279, "time": 0.23268} {"mode": "train", "epoch": 2, "iter": 56750, "lr": 3e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.17835, "decode.acc_seg": 92.73904, "loss": 0.17835, "time": 0.23067} {"mode": "train", "epoch": 2, "iter": 56800, "lr": 3e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.18506, "decode.acc_seg": 92.42219, "loss": 0.18506, "time": 0.24337} {"mode": "train", "epoch": 2, "iter": 56850, "lr": 3e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.17537, "decode.acc_seg": 92.66218, "loss": 0.17537, "time": 0.23341} {"mode": "train", "epoch": 2, "iter": 56900, "lr": 3e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.17959, "decode.acc_seg": 92.64072, "loss": 0.17959, "time": 0.23505} {"mode": "train", "epoch": 2, "iter": 56950, "lr": 3e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.18004, "decode.acc_seg": 92.43886, "loss": 0.18004, "time": 0.24469} {"mode": "train", "epoch": 2, "iter": 57000, "lr": 3e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.18705, "decode.acc_seg": 92.42954, "loss": 0.18705, "time": 0.23702} {"mode": "train", "epoch": 2, "iter": 57050, "lr": 3e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.1863, "decode.acc_seg": 92.48382, "loss": 0.1863, "time": 0.23426} {"mode": "train", "epoch": 2, "iter": 57100, "lr": 3e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.18229, "decode.acc_seg": 92.42561, "loss": 0.18229, "time": 0.2394} {"mode": "train", "epoch": 2, "iter": 57150, "lr": 3e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.18148, "decode.acc_seg": 92.60098, "loss": 0.18148, "time": 0.23635} {"mode": "train", "epoch": 2, "iter": 57200, "lr": 3e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.18212, "decode.acc_seg": 92.53335, "loss": 0.18212, "time": 0.23465} {"mode": "train", "epoch": 2, "iter": 57250, "lr": 3e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.1797, "decode.acc_seg": 92.60946, "loss": 0.1797, "time": 0.23706} {"mode": "train", "epoch": 2, "iter": 57300, "lr": 3e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.18207, "decode.acc_seg": 92.53252, "loss": 0.18207, "time": 0.23232} {"mode": "train", "epoch": 2, "iter": 57350, "lr": 3e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.18414, "decode.acc_seg": 92.43665, "loss": 0.18414, "time": 0.23705} {"mode": "train", "epoch": 2, "iter": 57400, "lr": 3e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.17977, "decode.acc_seg": 92.51193, "loss": 0.17977, "time": 0.2454} {"mode": "train", "epoch": 2, "iter": 57450, "lr": 3e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.18686, "decode.acc_seg": 92.30315, "loss": 0.18686, "time": 0.2368} {"mode": "train", "epoch": 2, "iter": 57500, "lr": 3e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.18073, "decode.acc_seg": 92.45904, "loss": 0.18073, "time": 0.23344} {"mode": "train", "epoch": 2, "iter": 57550, "lr": 3e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.17841, "decode.acc_seg": 92.63612, "loss": 0.17841, "time": 0.23856} {"mode": "train", "epoch": 2, "iter": 57600, "lr": 3e-05, "memory": 7451, "data_time": 0.0172, "decode.loss_ce": 0.17312, "decode.acc_seg": 92.81477, "loss": 0.17312, "time": 0.2397} {"mode": "train", "epoch": 2, "iter": 57650, "lr": 3e-05, "memory": 7451, "data_time": 0.01715, "decode.loss_ce": 0.18718, "decode.acc_seg": 92.4028, "loss": 0.18718, "time": 0.2357} {"mode": "train", "epoch": 2, "iter": 57700, "lr": 3e-05, "memory": 7451, "data_time": 0.01711, "decode.loss_ce": 0.17815, "decode.acc_seg": 92.70813, "loss": 0.17815, "time": 0.23676} {"mode": "train", "epoch": 2, "iter": 57750, "lr": 3e-05, "memory": 7451, "data_time": 0.01715, "decode.loss_ce": 0.17821, "decode.acc_seg": 92.76353, "loss": 0.17821, "time": 0.24564} {"mode": "train", "epoch": 2, "iter": 57800, "lr": 3e-05, "memory": 7451, "data_time": 0.01714, "decode.loss_ce": 0.17939, "decode.acc_seg": 92.64847, "loss": 0.17939, "time": 0.23382} {"mode": "train", "epoch": 2, "iter": 57850, "lr": 3e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.17904, "decode.acc_seg": 92.52927, "loss": 0.17904, "time": 0.23162} {"mode": "train", "epoch": 2, "iter": 57900, "lr": 3e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.18124, "decode.acc_seg": 92.46624, "loss": 0.18124, "time": 0.24135} {"mode": "train", "epoch": 2, "iter": 57950, "lr": 3e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.18113, "decode.acc_seg": 92.55499, "loss": 0.18113, "time": 0.23491} {"mode": "train", "epoch": 2, "iter": 58000, "lr": 3e-05, "memory": 7451, "data_time": 0.01602, "decode.loss_ce": 0.17713, "decode.acc_seg": 92.68394, "loss": 0.17713, "time": 0.23549} {"mode": "train", "epoch": 2, "iter": 58050, "lr": 3e-05, "memory": 7451, "data_time": 0.01559, "decode.loss_ce": 0.17248, "decode.acc_seg": 92.85727, "loss": 0.17248, "time": 0.23201} {"mode": "train", "epoch": 2, "iter": 58100, "lr": 3e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.17481, "decode.acc_seg": 92.75707, "loss": 0.17481, "time": 0.23753} {"mode": "train", "epoch": 2, "iter": 58150, "lr": 3e-05, "memory": 7451, "data_time": 0.01742, "decode.loss_ce": 0.17819, "decode.acc_seg": 92.66745, "loss": 0.17819, "time": 0.23606} {"mode": "train", "epoch": 2, "iter": 58200, "lr": 3e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.1799, "decode.acc_seg": 92.59275, "loss": 0.1799, "time": 0.24365} {"mode": "train", "epoch": 2, "iter": 58250, "lr": 3e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.1793, "decode.acc_seg": 92.6605, "loss": 0.1793, "time": 0.23666} {"mode": "train", "epoch": 2, "iter": 58300, "lr": 3e-05, "memory": 7451, "data_time": 0.01741, "decode.loss_ce": 0.17236, "decode.acc_seg": 92.8205, "loss": 0.17236, "time": 0.23347} {"mode": "train", "epoch": 2, "iter": 58350, "lr": 3e-05, "memory": 7451, "data_time": 0.01728, "decode.loss_ce": 0.1747, "decode.acc_seg": 92.79092, "loss": 0.1747, "time": 0.24327} {"mode": "train", "epoch": 2, "iter": 58400, "lr": 3e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.17884, "decode.acc_seg": 92.59853, "loss": 0.17884, "time": 0.23229} {"mode": "train", "epoch": 2, "iter": 58450, "lr": 3e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.17788, "decode.acc_seg": 92.70454, "loss": 0.17788, "time": 0.23145} {"mode": "train", "epoch": 2, "iter": 58500, "lr": 3e-05, "memory": 7451, "data_time": 0.01578, "decode.loss_ce": 0.17714, "decode.acc_seg": 92.70018, "loss": 0.17714, "time": 0.23623} {"mode": "train", "epoch": 2, "iter": 58550, "lr": 3e-05, "memory": 7451, "data_time": 0.01604, "decode.loss_ce": 0.1863, "decode.acc_seg": 92.22835, "loss": 0.1863, "time": 0.24283} {"mode": "train", "epoch": 2, "iter": 58600, "lr": 3e-05, "memory": 7451, "data_time": 0.01599, "decode.loss_ce": 0.17648, "decode.acc_seg": 92.69164, "loss": 0.17648, "time": 0.23132} {"mode": "train", "epoch": 2, "iter": 58650, "lr": 3e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.17507, "decode.acc_seg": 92.67072, "loss": 0.17507, "time": 0.23998} {"mode": "train", "epoch": 2, "iter": 58700, "lr": 3e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.18279, "decode.acc_seg": 92.52503, "loss": 0.18279, "time": 0.23954} {"mode": "train", "epoch": 2, "iter": 58750, "lr": 3e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.17537, "decode.acc_seg": 92.72676, "loss": 0.17537, "time": 0.23464} {"mode": "train", "epoch": 2, "iter": 58800, "lr": 3e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.17106, "decode.acc_seg": 92.84391, "loss": 0.17106, "time": 0.23638} {"mode": "train", "epoch": 2, "iter": 58850, "lr": 3e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.17755, "decode.acc_seg": 92.68578, "loss": 0.17755, "time": 0.23248} {"mode": "train", "epoch": 2, "iter": 58900, "lr": 3e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.17822, "decode.acc_seg": 92.70928, "loss": 0.17822, "time": 0.2363} {"mode": "train", "epoch": 2, "iter": 58950, "lr": 3e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.17776, "decode.acc_seg": 92.60414, "loss": 0.17776, "time": 0.24246} {"mode": "train", "epoch": 2, "iter": 59000, "lr": 3e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.17501, "decode.acc_seg": 92.80763, "loss": 0.17501, "time": 0.23223} {"mode": "train", "epoch": 2, "iter": 59050, "lr": 3e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.16635, "decode.acc_seg": 93.03731, "loss": 0.16635, "time": 0.23657} {"mode": "train", "epoch": 2, "iter": 59100, "lr": 3e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.17505, "decode.acc_seg": 92.72975, "loss": 0.17505, "time": 0.2348} {"mode": "train", "epoch": 2, "iter": 59150, "lr": 3e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.17308, "decode.acc_seg": 92.78031, "loss": 0.17308, "time": 0.24466} {"mode": "train", "epoch": 2, "iter": 59200, "lr": 3e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.17925, "decode.acc_seg": 92.61191, "loss": 0.17925, "time": 0.23257} {"mode": "train", "epoch": 2, "iter": 59250, "lr": 3e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.17603, "decode.acc_seg": 92.77832, "loss": 0.17603, "time": 0.23244} {"mode": "train", "epoch": 2, "iter": 59300, "lr": 3e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.17574, "decode.acc_seg": 92.69298, "loss": 0.17574, "time": 0.24205} {"mode": "train", "epoch": 2, "iter": 59350, "lr": 3e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.17838, "decode.acc_seg": 92.57616, "loss": 0.17838, "time": 0.23869} {"mode": "train", "epoch": 2, "iter": 59400, "lr": 3e-05, "memory": 7451, "data_time": 0.0167, "decode.loss_ce": 0.17023, "decode.acc_seg": 92.97768, "loss": 0.17023, "time": 0.23343} {"mode": "train", "epoch": 2, "iter": 59450, "lr": 3e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.17047, "decode.acc_seg": 92.85489, "loss": 0.17047, "time": 0.23949} {"mode": "train", "epoch": 2, "iter": 59500, "lr": 3e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.17722, "decode.acc_seg": 92.65592, "loss": 0.17722, "time": 0.23531} {"mode": "train", "epoch": 2, "iter": 59550, "lr": 3e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.17164, "decode.acc_seg": 92.83157, "loss": 0.17164, "time": 0.2332} {"mode": "train", "epoch": 2, "iter": 59600, "lr": 3e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.16959, "decode.acc_seg": 92.91334, "loss": 0.16959, "time": 0.23414} {"mode": "train", "epoch": 2, "iter": 59650, "lr": 3e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.17563, "decode.acc_seg": 92.61821, "loss": 0.17563, "time": 0.23423} {"mode": "train", "epoch": 2, "iter": 59700, "lr": 3e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.17485, "decode.acc_seg": 92.69672, "loss": 0.17485, "time": 0.23534} {"mode": "train", "epoch": 2, "iter": 59750, "lr": 3e-05, "memory": 7451, "data_time": 0.01702, "decode.loss_ce": 0.17905, "decode.acc_seg": 92.60413, "loss": 0.17905, "time": 0.24321} {"mode": "train", "epoch": 2, "iter": 59800, "lr": 3e-05, "memory": 7451, "data_time": 0.0172, "decode.loss_ce": 0.1724, "decode.acc_seg": 92.89373, "loss": 0.1724, "time": 0.23545} {"mode": "train", "epoch": 2, "iter": 59850, "lr": 3e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.17421, "decode.acc_seg": 92.68845, "loss": 0.17421, "time": 0.23195} {"mode": "train", "epoch": 2, "iter": 59900, "lr": 3e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.17415, "decode.acc_seg": 92.89294, "loss": 0.17415, "time": 0.23928} {"mode": "train", "epoch": 2, "iter": 59950, "lr": 3e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.17763, "decode.acc_seg": 92.69815, "loss": 0.17763, "time": 0.23704} {"mode": "train", "epoch": 2, "iter": 60000, "lr": 3e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.1716, "decode.acc_seg": 92.81952, "loss": 0.1716, "time": 0.23299} {"mode": "train", "epoch": 2, "iter": 60050, "lr": 3e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.17912, "decode.acc_seg": 92.63508, "loss": 0.17912, "time": 0.23507} {"mode": "train", "epoch": 2, "iter": 60100, "lr": 3e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.1725, "decode.acc_seg": 92.84604, "loss": 0.1725, "time": 0.24307} {"mode": "train", "epoch": 2, "iter": 60150, "lr": 3e-05, "memory": 7451, "data_time": 0.01718, "decode.loss_ce": 0.17701, "decode.acc_seg": 92.70726, "loss": 0.17701, "time": 0.23401} {"mode": "train", "epoch": 2, "iter": 60200, "lr": 3e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.1678, "decode.acc_seg": 92.9879, "loss": 0.1678, "time": 0.2333} {"mode": "train", "epoch": 2, "iter": 60250, "lr": 3e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.16478, "decode.acc_seg": 93.10313, "loss": 0.16478, "time": 0.23987} {"mode": "train", "epoch": 2, "iter": 60300, "lr": 3e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.17754, "decode.acc_seg": 92.7097, "loss": 0.17754, "time": 0.23397} {"mode": "train", "epoch": 2, "iter": 60350, "lr": 3e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.16736, "decode.acc_seg": 92.99788, "loss": 0.16736, "time": 0.23551} {"mode": "train", "epoch": 2, "iter": 60400, "lr": 3e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.1689, "decode.acc_seg": 93.09278, "loss": 0.1689, "time": 0.23233} {"mode": "train", "epoch": 2, "iter": 60450, "lr": 3e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.17952, "decode.acc_seg": 92.63191, "loss": 0.17952, "time": 0.23464} {"mode": "train", "epoch": 2, "iter": 60500, "lr": 3e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.17263, "decode.acc_seg": 92.8189, "loss": 0.17263, "time": 0.234} {"mode": "train", "epoch": 2, "iter": 60550, "lr": 3e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.17777, "decode.acc_seg": 92.6743, "loss": 0.17777, "time": 0.24238} {"mode": "train", "epoch": 2, "iter": 60600, "lr": 3e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.17277, "decode.acc_seg": 92.89992, "loss": 0.17277, "time": 0.23465} {"mode": "train", "epoch": 2, "iter": 60650, "lr": 3e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.17296, "decode.acc_seg": 92.89611, "loss": 0.17296, "time": 0.23419} {"mode": "train", "epoch": 2, "iter": 60700, "lr": 3e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.17533, "decode.acc_seg": 92.78713, "loss": 0.17533, "time": 0.24324} {"mode": "train", "epoch": 2, "iter": 60750, "lr": 3e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.17896, "decode.acc_seg": 92.53098, "loss": 0.17896, "time": 0.233} {"mode": "train", "epoch": 2, "iter": 60800, "lr": 3e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.17091, "decode.acc_seg": 92.84822, "loss": 0.17091, "time": 0.23377} {"mode": "train", "epoch": 2, "iter": 60850, "lr": 3e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.17558, "decode.acc_seg": 92.8335, "loss": 0.17558, "time": 0.23589} {"mode": "train", "epoch": 2, "iter": 60900, "lr": 3e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.17596, "decode.acc_seg": 92.70489, "loss": 0.17596, "time": 0.24491} {"mode": "train", "epoch": 2, "iter": 60950, "lr": 3e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.16965, "decode.acc_seg": 92.9894, "loss": 0.16965, "time": 0.23282} {"mode": "train", "epoch": 2, "iter": 61000, "lr": 3e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.16736, "decode.acc_seg": 93.01849, "loss": 0.16736, "time": 0.2384} {"mode": "train", "epoch": 2, "iter": 61050, "lr": 3e-05, "memory": 7451, "data_time": 0.01611, "decode.loss_ce": 0.16742, "decode.acc_seg": 93.04208, "loss": 0.16742, "time": 0.23723} {"mode": "train", "epoch": 2, "iter": 61100, "lr": 3e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.17026, "decode.acc_seg": 92.81079, "loss": 0.17026, "time": 0.23231} {"mode": "train", "epoch": 2, "iter": 61150, "lr": 3e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.16863, "decode.acc_seg": 92.95873, "loss": 0.16863, "time": 0.23508} {"mode": "train", "epoch": 2, "iter": 61200, "lr": 3e-05, "memory": 7451, "data_time": 0.01609, "decode.loss_ce": 0.16614, "decode.acc_seg": 93.10315, "loss": 0.16614, "time": 0.23317} {"mode": "train", "epoch": 2, "iter": 61250, "lr": 3e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.176, "decode.acc_seg": 92.74314, "loss": 0.176, "time": 0.23635} {"mode": "train", "epoch": 2, "iter": 61300, "lr": 3e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.17589, "decode.acc_seg": 92.66892, "loss": 0.17589, "time": 0.24239} {"mode": "train", "epoch": 2, "iter": 61350, "lr": 3e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.17139, "decode.acc_seg": 92.97838, "loss": 0.17139, "time": 0.23446} {"mode": "train", "epoch": 2, "iter": 61400, "lr": 3e-05, "memory": 7451, "data_time": 0.01604, "decode.loss_ce": 0.16193, "decode.acc_seg": 93.20298, "loss": 0.16193, "time": 0.23454} {"mode": "train", "epoch": 2, "iter": 61450, "lr": 3e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.17664, "decode.acc_seg": 92.76361, "loss": 0.17664, "time": 0.23283} {"mode": "train", "epoch": 2, "iter": 61500, "lr": 3e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.1745, "decode.acc_seg": 92.7331, "loss": 0.1745, "time": 0.2438} {"mode": "train", "epoch": 2, "iter": 61550, "lr": 3e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.16519, "decode.acc_seg": 93.06042, "loss": 0.16519, "time": 0.23132} {"mode": "train", "epoch": 2, "iter": 61600, "lr": 3e-05, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.17656, "decode.acc_seg": 92.71766, "loss": 0.17656, "time": 0.23271} {"mode": "train", "epoch": 2, "iter": 61650, "lr": 3e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.1699, "decode.acc_seg": 92.87889, "loss": 0.1699, "time": 0.24268} {"mode": "train", "epoch": 2, "iter": 61700, "lr": 3e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.17174, "decode.acc_seg": 92.91782, "loss": 0.17174, "time": 0.23901} {"mode": "train", "epoch": 2, "iter": 61750, "lr": 3e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.16757, "decode.acc_seg": 93.03198, "loss": 0.16757, "time": 0.23508} {"mode": "train", "epoch": 2, "iter": 61800, "lr": 3e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.16268, "decode.acc_seg": 93.27665, "loss": 0.16268, "time": 0.24032} {"mode": "train", "epoch": 2, "iter": 61850, "lr": 3e-05, "memory": 7451, "data_time": 0.01714, "decode.loss_ce": 0.16353, "decode.acc_seg": 93.26647, "loss": 0.16353, "time": 0.23608} {"mode": "train", "epoch": 2, "iter": 61900, "lr": 3e-05, "memory": 7451, "data_time": 0.01702, "decode.loss_ce": 0.16402, "decode.acc_seg": 93.08071, "loss": 0.16402, "time": 0.23349} {"mode": "train", "epoch": 2, "iter": 61950, "lr": 3e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.16598, "decode.acc_seg": 93.18156, "loss": 0.16598, "time": 0.2343} {"mode": "train", "epoch": 2, "iter": 62000, "lr": 3e-05, "memory": 7451, "data_time": 0.01706, "decode.loss_ce": 0.16561, "decode.acc_seg": 93.1258, "loss": 0.16561, "time": 0.2339} {"mode": "train", "epoch": 2, "iter": 62050, "lr": 3e-05, "memory": 7451, "data_time": 0.01713, "decode.loss_ce": 0.16728, "decode.acc_seg": 93.06072, "loss": 0.16728, "time": 0.23652} {"mode": "train", "epoch": 2, "iter": 62100, "lr": 3e-05, "memory": 7451, "data_time": 0.01689, "decode.loss_ce": 0.17075, "decode.acc_seg": 92.83751, "loss": 0.17075, "time": 0.24464} {"mode": "train", "epoch": 2, "iter": 62150, "lr": 3e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.17097, "decode.acc_seg": 92.81951, "loss": 0.17097, "time": 0.23626} {"mode": "train", "epoch": 2, "iter": 62200, "lr": 3e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.17681, "decode.acc_seg": 92.66698, "loss": 0.17681, "time": 0.23263} {"mode": "train", "epoch": 2, "iter": 62250, "lr": 3e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.1706, "decode.acc_seg": 92.78732, "loss": 0.1706, "time": 0.23736} {"mode": "train", "epoch": 2, "iter": 62300, "lr": 3e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.17328, "decode.acc_seg": 92.70257, "loss": 0.17328, "time": 0.24152} {"mode": "train", "epoch": 2, "iter": 62350, "lr": 3e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.1695, "decode.acc_seg": 92.94838, "loss": 0.1695, "time": 0.23475} {"mode": "train", "epoch": 2, "iter": 62400, "lr": 3e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.17103, "decode.acc_seg": 92.80998, "loss": 0.17103, "time": 0.23533} {"mode": "train", "epoch": 2, "iter": 62450, "lr": 3e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.17252, "decode.acc_seg": 92.80383, "loss": 0.17252, "time": 0.2432} {"mode": "train", "epoch": 2, "iter": 62500, "lr": 3e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.17256, "decode.acc_seg": 92.85091, "loss": 0.17256, "time": 0.23256} {"mode": "train", "epoch": 2, "iter": 62550, "lr": 3e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.1634, "decode.acc_seg": 93.22769, "loss": 0.1634, "time": 0.23179} {"mode": "train", "epoch": 2, "iter": 62600, "lr": 3e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.17268, "decode.acc_seg": 92.86433, "loss": 0.17268, "time": 0.24062} {"mode": "train", "epoch": 2, "iter": 62650, "lr": 3e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.16776, "decode.acc_seg": 93.03574, "loss": 0.16776, "time": 0.23499} {"mode": "train", "epoch": 2, "iter": 62700, "lr": 3e-05, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.17166, "decode.acc_seg": 92.89095, "loss": 0.17166, "time": 0.23549} {"mode": "train", "epoch": 2, "iter": 62750, "lr": 3e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.16659, "decode.acc_seg": 93.06191, "loss": 0.16659, "time": 0.23256} {"mode": "train", "epoch": 2, "iter": 62800, "lr": 3e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.16593, "decode.acc_seg": 93.1346, "loss": 0.16593, "time": 0.23624} {"mode": "train", "epoch": 2, "iter": 62850, "lr": 3e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.1705, "decode.acc_seg": 92.98915, "loss": 0.1705, "time": 0.23458} {"mode": "train", "epoch": 2, "iter": 62900, "lr": 3e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.17297, "decode.acc_seg": 92.79452, "loss": 0.17297, "time": 0.24284} {"mode": "train", "epoch": 2, "iter": 62950, "lr": 3e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.1714, "decode.acc_seg": 92.87997, "loss": 0.1714, "time": 0.23491} {"mode": "train", "epoch": 2, "iter": 63000, "lr": 3e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.16609, "decode.acc_seg": 93.16379, "loss": 0.16609, "time": 0.23183} {"mode": "train", "epoch": 2, "iter": 63050, "lr": 3e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.15993, "decode.acc_seg": 93.29389, "loss": 0.15993, "time": 0.24253} {"mode": "train", "epoch": 2, "iter": 63100, "lr": 3e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.16288, "decode.acc_seg": 93.17175, "loss": 0.16288, "time": 0.23297} {"mode": "train", "epoch": 2, "iter": 63150, "lr": 3e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.17, "decode.acc_seg": 92.92491, "loss": 0.17, "time": 0.23408} {"mode": "train", "epoch": 3, "iter": 63200, "lr": 3e-05, "memory": 7451, "data_time": 0.06382, "decode.loss_ce": 0.16969, "decode.acc_seg": 93.03316, "loss": 0.16969, "time": 0.28438} {"mode": "train", "epoch": 3, "iter": 63250, "lr": 3e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.16538, "decode.acc_seg": 93.17396, "loss": 0.16538, "time": 0.24345} {"mode": "train", "epoch": 3, "iter": 63300, "lr": 3e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.16995, "decode.acc_seg": 92.86122, "loss": 0.16995, "time": 0.2356} {"mode": "train", "epoch": 3, "iter": 63350, "lr": 3e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.16546, "decode.acc_seg": 92.91747, "loss": 0.16546, "time": 0.23435} {"mode": "train", "epoch": 3, "iter": 63400, "lr": 3e-05, "memory": 7451, "data_time": 0.01935, "decode.loss_ce": 0.17178, "decode.acc_seg": 92.845, "loss": 0.17178, "time": 0.24132} {"mode": "train", "epoch": 3, "iter": 63450, "lr": 2e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.17387, "decode.acc_seg": 92.74852, "loss": 0.17387, "time": 0.23316} {"mode": "train", "epoch": 3, "iter": 63500, "lr": 2e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.16468, "decode.acc_seg": 93.15319, "loss": 0.16468, "time": 0.23673} {"mode": "train", "epoch": 3, "iter": 63550, "lr": 2e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.16387, "decode.acc_seg": 93.15459, "loss": 0.16387, "time": 0.23238} {"mode": "train", "epoch": 3, "iter": 63600, "lr": 2e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.16884, "decode.acc_seg": 92.88256, "loss": 0.16884, "time": 0.23583} {"mode": "train", "epoch": 3, "iter": 63650, "lr": 2e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.16671, "decode.acc_seg": 92.92388, "loss": 0.16671, "time": 0.24018} {"mode": "train", "epoch": 3, "iter": 63700, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.16602, "decode.acc_seg": 93.02551, "loss": 0.16602, "time": 0.23452} {"mode": "train", "epoch": 3, "iter": 63750, "lr": 2e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.16777, "decode.acc_seg": 93.15601, "loss": 0.16777, "time": 0.23486} {"mode": "train", "epoch": 3, "iter": 63800, "lr": 2e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.17071, "decode.acc_seg": 92.91592, "loss": 0.17071, "time": 0.2346} {"mode": "train", "epoch": 3, "iter": 63850, "lr": 2e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.17018, "decode.acc_seg": 93.11352, "loss": 0.17018, "time": 0.24482} {"mode": "train", "epoch": 3, "iter": 63900, "lr": 2e-05, "memory": 7451, "data_time": 0.01585, "decode.loss_ce": 0.16198, "decode.acc_seg": 93.18499, "loss": 0.16198, "time": 0.23353} {"mode": "train", "epoch": 3, "iter": 63950, "lr": 2e-05, "memory": 7451, "data_time": 0.01586, "decode.loss_ce": 0.16814, "decode.acc_seg": 93.15037, "loss": 0.16814, "time": 0.23173} {"mode": "train", "epoch": 3, "iter": 64000, "lr": 2e-05, "memory": 7451, "data_time": 0.01612, "decode.loss_ce": 0.1695, "decode.acc_seg": 92.9846, "loss": 0.1695, "time": 0.25709} {"mode": "val", "epoch": 3, "iter": 250, "lr": 2e-05, "aAcc": 0.8171, "mIoU": 0.4568, "mAcc": 0.5722, "IoU.wall": 0.7609, "IoU.building": 0.8188, "IoU.sky": 0.9409, "IoU.floor": 0.7878, "IoU.tree": 0.7245, "IoU.ceiling": 0.818, "IoU.road": 0.8269, "IoU.bed ": 0.8805, "IoU.windowpane": 0.6074, "IoU.grass": 0.6746, "IoU.cabinet": 0.5868, "IoU.sidewalk": 0.6559, "IoU.person": 0.7988, "IoU.earth": 0.35, "IoU.door": 0.444, "IoU.table": 0.5562, "IoU.mountain": 0.5596, "IoU.plant": 0.494, "IoU.curtain": 0.6934, "IoU.chair": 0.5631, "IoU.car": 0.8245, "IoU.water": 0.5359, "IoU.painting": 0.713, "IoU.sofa": 0.6512, "IoU.shelf": 0.402, "IoU.house": 0.3846, "IoU.sea": 0.5687, "IoU.mirror": 0.6459, "IoU.rug": 0.5335, "IoU.field": 0.3065, "IoU.armchair": 0.4319, "IoU.seat": 0.5661, "IoU.fence": 0.4024, "IoU.desk": 0.4539, "IoU.rock": 0.3789, "IoU.wardrobe": 0.4087, "IoU.lamp": 0.6053, "IoU.bathtub": 0.7334, "IoU.railing": 0.3108, "IoU.cushion": 0.5525, "IoU.base": 0.2363, "IoU.box": 0.2408, "IoU.column": 0.4081, "IoU.signboard": 0.3314, "IoU.chest of drawers": 0.4162, "IoU.counter": 0.2319, "IoU.sand": 0.3577, "IoU.sink": 0.6955, "IoU.skyscraper": 0.5549, "IoU.fireplace": 0.6556, "IoU.refrigerator": 0.6691, "IoU.grandstand": 0.4354, "IoU.path": 0.1884, "IoU.stairs": 0.2994, "IoU.runway": 0.7172, "IoU.case": 0.4005, "IoU.pool table": 0.9212, "IoU.pillow": 0.5493, "IoU.screen door": 0.6395, "IoU.stairway": 0.2522, "IoU.river": 0.1462, "IoU.bridge": 0.3888, "IoU.bookcase": 0.3348, "IoU.blind": 0.3565, "IoU.coffee table": 0.5748, "IoU.toilet": 0.8472, "IoU.flower": 0.3849, "IoU.book": 0.4438, "IoU.hill": 0.0893, "IoU.bench": 0.4055, "IoU.countertop": 0.5157, "IoU.stove": 0.7314, "IoU.palm": 0.5035, "IoU.kitchen island": 0.2827, "IoU.computer": 0.6958, "IoU.swivel chair": 0.3314, "IoU.boat": 0.5176, "IoU.bar": 0.3045, "IoU.arcade machine": 0.6353, "IoU.hovel": 0.274, "IoU.bus": 0.8662, "IoU.towel": 0.6043, "IoU.light": 0.5108, "IoU.truck": 0.3448, "IoU.tower": 0.2886, "IoU.chandelier": 0.6414, "IoU.awning": 0.234, "IoU.streetlight": 0.259, "IoU.booth": 0.3675, "IoU.television receiver": 0.658, "IoU.airplane": 0.5204, "IoU.dirt track": 0.0643, "IoU.apparel": 0.3135, "IoU.pole": 0.2664, "IoU.land": 0.0695, "IoU.bannister": 0.1084, "IoU.escalator": 0.2407, "IoU.ottoman": 0.422, "IoU.bottle": 0.3566, "IoU.buffet": 0.4104, "IoU.poster": 0.2327, "IoU.stage": 0.107, "IoU.van": 0.4212, "IoU.ship": 0.2202, "IoU.fountain": 0.2031, "IoU.conveyer belt": 0.6967, "IoU.canopy": 0.1501, "IoU.washer": 0.6447, "IoU.plaything": 0.2522, "IoU.swimming pool": 0.3411, "IoU.stool": 0.3582, "IoU.barrel": 0.4354, "IoU.basket": 0.292, "IoU.waterfall": 0.5602, "IoU.tent": 0.8917, "IoU.bag": 0.1368, "IoU.minibike": 0.6459, "IoU.cradle": 0.8508, "IoU.oven": 0.27, "IoU.ball": 0.5294, "IoU.food": 0.3649, "IoU.step": 0.16, "IoU.tank": 0.3805, "IoU.trade name": 0.2908, "IoU.microwave": 0.4169, "IoU.pot": 0.3804, "IoU.animal": 0.5533, "IoU.bicycle": 0.5359, "IoU.lake": 0.6142, "IoU.dishwasher": 0.687, "IoU.screen": 0.4863, "IoU.blanket": 0.1682, "IoU.sculpture": 0.4168, "IoU.hood": 0.5531, "IoU.sconce": 0.3439, "IoU.vase": 0.3475, "IoU.traffic light": 0.3357, "IoU.tray": 0.0723, "IoU.ashcan": 0.4371, "IoU.fan": 0.5827, "IoU.pier": 0.3991, "IoU.crt screen": 0.0488, "IoU.plate": 0.4242, "IoU.monitor": 0.2167, "IoU.bulletin board": 0.2887, "IoU.shower": 0.0262, "IoU.radiator": 0.5424, "IoU.glass": 0.1165, "IoU.clock": 0.249, "IoU.flag": 0.3726, "Acc.wall": 0.8693, "Acc.building": 0.9219, "Acc.sky": 0.9698, "Acc.floor": 0.9018, "Acc.tree": 0.897, "Acc.ceiling": 0.9279, "Acc.road": 0.8866, "Acc.bed ": 0.9566, "Acc.windowpane": 0.7742, "Acc.grass": 0.8084, "Acc.cabinet": 0.6946, "Acc.sidewalk": 0.8073, "Acc.person": 0.9279, "Acc.earth": 0.48, "Acc.door": 0.6112, "Acc.table": 0.7692, "Acc.mountain": 0.6804, "Acc.plant": 0.6197, "Acc.curtain": 0.8629, "Acc.chair": 0.7328, "Acc.car": 0.8979, "Acc.water": 0.6838, "Acc.painting": 0.8519, "Acc.sofa": 0.8035, "Acc.shelf": 0.5585, "Acc.house": 0.5198, "Acc.sea": 0.8116, "Acc.mirror": 0.7225, "Acc.rug": 0.6559, "Acc.field": 0.4638, "Acc.armchair": 0.5857, "Acc.seat": 0.7569, "Acc.fence": 0.5266, "Acc.desk": 0.6266, "Acc.rock": 0.5867, "Acc.wardrobe": 0.601, "Acc.lamp": 0.7447, "Acc.bathtub": 0.816, "Acc.railing": 0.4323, "Acc.cushion": 0.6922, "Acc.base": 0.41, "Acc.box": 0.3401, "Acc.column": 0.5224, "Acc.signboard": 0.4509, "Acc.chest of drawers": 0.6141, "Acc.counter": 0.2922, "Acc.sand": 0.536, "Acc.sink": 0.779, "Acc.skyscraper": 0.7482, "Acc.fireplace": 0.8836, "Acc.refrigerator": 0.7841, "Acc.grandstand": 0.6435, "Acc.path": 0.2725, "Acc.stairs": 0.405, "Acc.runway": 0.9362, "Acc.case": 0.4692, "Acc.pool table": 0.9553, "Acc.pillow": 0.6393, "Acc.screen door": 0.6834, "Acc.stairway": 0.3374, "Acc.river": 0.271, "Acc.bridge": 0.4401, "Acc.bookcase": 0.5072, "Acc.blind": 0.3857, "Acc.coffee table": 0.7382, "Acc.toilet": 0.8864, "Acc.flower": 0.5718, "Acc.book": 0.6714, "Acc.hill": 0.1426, "Acc.bench": 0.489, "Acc.countertop": 0.6605, "Acc.stove": 0.8315, "Acc.palm": 0.7568, "Acc.kitchen island": 0.618, "Acc.computer": 0.7721, "Acc.swivel chair": 0.4205, "Acc.boat": 0.6314, "Acc.bar": 0.3894, "Acc.arcade machine": 0.7732, "Acc.hovel": 0.441, "Acc.bus": 0.9238, "Acc.towel": 0.7005, "Acc.light": 0.5796, "Acc.truck": 0.4738, "Acc.tower": 0.384, "Acc.chandelier": 0.8032, "Acc.awning": 0.2996, "Acc.streetlight": 0.3208, "Acc.booth": 0.3714, "Acc.television receiver": 0.7579, "Acc.airplane": 0.6404, "Acc.dirt track": 0.2181, "Acc.apparel": 0.4952, "Acc.pole": 0.3701, "Acc.land": 0.1439, "Acc.bannister": 0.1524, "Acc.escalator": 0.2679, "Acc.ottoman": 0.5884, "Acc.bottle": 0.475, "Acc.buffet": 0.4562, "Acc.poster": 0.3075, "Acc.stage": 0.1834, "Acc.van": 0.6005, "Acc.ship": 0.3168, "Acc.fountain": 0.2068, "Acc.conveyer belt": 0.8477, "Acc.canopy": 0.1988, "Acc.washer": 0.6596, "Acc.plaything": 0.3662, "Acc.swimming pool": 0.6089, "Acc.stool": 0.478, "Acc.barrel": 0.7047, "Acc.basket": 0.4049, "Acc.waterfall": 0.6538, "Acc.tent": 0.9344, "Acc.bag": 0.1797, "Acc.minibike": 0.805, "Acc.cradle": 0.9569, "Acc.oven": 0.6195, "Acc.ball": 0.6324, "Acc.food": 0.4328, "Acc.step": 0.1894, "Acc.tank": 0.405, "Acc.trade name": 0.351, "Acc.microwave": 0.4301, "Acc.pot": 0.4393, "Acc.animal": 0.585, "Acc.bicycle": 0.6801, "Acc.lake": 0.6343, "Acc.dishwasher": 0.7507, "Acc.screen": 0.627, "Acc.blanket": 0.2086, "Acc.sculpture": 0.6431, "Acc.hood": 0.6058, "Acc.sconce": 0.3984, "Acc.vase": 0.5526, "Acc.traffic light": 0.5189, "Acc.tray": 0.2066, "Acc.ashcan": 0.5365, "Acc.fan": 0.6718, "Acc.pier": 0.5399, "Acc.crt screen": 0.1492, "Acc.plate": 0.5179, "Acc.monitor": 0.2807, "Acc.bulletin board": 0.3599, "Acc.shower": 0.0314, "Acc.radiator": 0.6347, "Acc.glass": 0.1252, "Acc.clock": 0.2923, "Acc.flag": 0.4072} {"mode": "train", "epoch": 3, "iter": 64050, "lr": 2e-05, "memory": 7451, "data_time": 0.40684, "decode.loss_ce": 0.16508, "decode.acc_seg": 93.14432, "loss": 0.16508, "time": 0.62417} {"mode": "train", "epoch": 3, "iter": 64100, "lr": 2e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.16769, "decode.acc_seg": 92.94117, "loss": 0.16769, "time": 0.23103} {"mode": "train", "epoch": 3, "iter": 64150, "lr": 2e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.17107, "decode.acc_seg": 92.84924, "loss": 0.17107, "time": 0.23992} {"mode": "train", "epoch": 3, "iter": 64200, "lr": 2e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.17077, "decode.acc_seg": 92.9397, "loss": 0.17077, "time": 0.23179} {"mode": "train", "epoch": 3, "iter": 64250, "lr": 2e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.16835, "decode.acc_seg": 92.97397, "loss": 0.16835, "time": 0.23155} {"mode": "train", "epoch": 3, "iter": 64300, "lr": 2e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.1595, "decode.acc_seg": 93.17827, "loss": 0.1595, "time": 0.23468} {"mode": "train", "epoch": 3, "iter": 64350, "lr": 2e-05, "memory": 7451, "data_time": 0.01631, "decode.loss_ce": 0.16467, "decode.acc_seg": 93.24783, "loss": 0.16467, "time": 0.23219} {"mode": "train", "epoch": 3, "iter": 64400, "lr": 2e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.16623, "decode.acc_seg": 93.1555, "loss": 0.16623, "time": 0.23141} {"mode": "train", "epoch": 3, "iter": 64450, "lr": 2e-05, "memory": 7451, "data_time": 0.01596, "decode.loss_ce": 0.16478, "decode.acc_seg": 93.18176, "loss": 0.16478, "time": 0.24342} {"mode": "train", "epoch": 3, "iter": 64500, "lr": 2e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.16713, "decode.acc_seg": 92.89249, "loss": 0.16713, "time": 0.23235} {"mode": "train", "epoch": 3, "iter": 64550, "lr": 2e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.16428, "decode.acc_seg": 93.20358, "loss": 0.16428, "time": 0.23189} {"mode": "train", "epoch": 3, "iter": 64600, "lr": 2e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.16264, "decode.acc_seg": 93.076, "loss": 0.16264, "time": 0.23624} {"mode": "train", "epoch": 3, "iter": 64650, "lr": 2e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.17382, "decode.acc_seg": 92.81031, "loss": 0.17382, "time": 0.23931} {"mode": "train", "epoch": 3, "iter": 64700, "lr": 2e-05, "memory": 7451, "data_time": 0.01637, "decode.loss_ce": 0.17106, "decode.acc_seg": 92.94274, "loss": 0.17106, "time": 0.2314} {"mode": "train", "epoch": 3, "iter": 64750, "lr": 2e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.16444, "decode.acc_seg": 93.1204, "loss": 0.16444, "time": 0.23369} {"mode": "train", "epoch": 3, "iter": 64800, "lr": 2e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.16548, "decode.acc_seg": 93.0838, "loss": 0.16548, "time": 0.24046} {"mode": "train", "epoch": 3, "iter": 64850, "lr": 2e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.16362, "decode.acc_seg": 93.31019, "loss": 0.16362, "time": 0.2301} {"mode": "train", "epoch": 3, "iter": 64900, "lr": 2e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.16133, "decode.acc_seg": 93.32704, "loss": 0.16133, "time": 0.23064} {"mode": "train", "epoch": 3, "iter": 64950, "lr": 2e-05, "memory": 7451, "data_time": 0.01616, "decode.loss_ce": 0.16746, "decode.acc_seg": 93.04499, "loss": 0.16746, "time": 0.24007} {"mode": "train", "epoch": 3, "iter": 65000, "lr": 2e-05, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.16557, "decode.acc_seg": 93.11264, "loss": 0.16557, "time": 0.23101} {"mode": "train", "epoch": 3, "iter": 65050, "lr": 2e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.16428, "decode.acc_seg": 93.25361, "loss": 0.16428, "time": 0.23387} {"mode": "train", "epoch": 3, "iter": 65100, "lr": 2e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.17236, "decode.acc_seg": 92.82684, "loss": 0.17236, "time": 0.23045} {"mode": "train", "epoch": 3, "iter": 65150, "lr": 2e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.16762, "decode.acc_seg": 92.93939, "loss": 0.16762, "time": 0.23107} {"mode": "train", "epoch": 3, "iter": 65200, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.17214, "decode.acc_seg": 92.86822, "loss": 0.17214, "time": 0.23178} {"mode": "train", "epoch": 3, "iter": 65250, "lr": 2e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.1607, "decode.acc_seg": 93.26428, "loss": 0.1607, "time": 0.24542} {"mode": "train", "epoch": 3, "iter": 65300, "lr": 2e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.1601, "decode.acc_seg": 93.24164, "loss": 0.1601, "time": 0.23373} {"mode": "train", "epoch": 3, "iter": 65350, "lr": 2e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.16373, "decode.acc_seg": 93.13107, "loss": 0.16373, "time": 0.23361} {"mode": "train", "epoch": 3, "iter": 65400, "lr": 2e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.17485, "decode.acc_seg": 92.75152, "loss": 0.17485, "time": 0.24791} {"mode": "train", "epoch": 3, "iter": 65450, "lr": 2e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.1609, "decode.acc_seg": 93.28461, "loss": 0.1609, "time": 0.23372} {"mode": "train", "epoch": 3, "iter": 65500, "lr": 2e-05, "memory": 7451, "data_time": 0.01602, "decode.loss_ce": 0.16675, "decode.acc_seg": 92.99164, "loss": 0.16675, "time": 0.23297} {"mode": "train", "epoch": 3, "iter": 65550, "lr": 2e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.16778, "decode.acc_seg": 92.99369, "loss": 0.16778, "time": 0.23611} {"mode": "train", "epoch": 3, "iter": 65600, "lr": 2e-05, "memory": 7451, "data_time": 0.01622, "decode.loss_ce": 0.16794, "decode.acc_seg": 93.04065, "loss": 0.16794, "time": 0.24499} {"mode": "train", "epoch": 3, "iter": 65650, "lr": 2e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.16347, "decode.acc_seg": 93.1926, "loss": 0.16347, "time": 0.2333} {"mode": "train", "epoch": 3, "iter": 65700, "lr": 2e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.16406, "decode.acc_seg": 93.20494, "loss": 0.16406, "time": 0.24089} {"mode": "train", "epoch": 3, "iter": 65750, "lr": 2e-05, "memory": 7451, "data_time": 0.01898, "decode.loss_ce": 0.15921, "decode.acc_seg": 93.29204, "loss": 0.15921, "time": 0.23955} {"mode": "train", "epoch": 3, "iter": 65800, "lr": 2e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.16688, "decode.acc_seg": 92.96264, "loss": 0.16688, "time": 0.23374} {"mode": "train", "epoch": 3, "iter": 65850, "lr": 2e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.16164, "decode.acc_seg": 93.20395, "loss": 0.16164, "time": 0.23545} {"mode": "train", "epoch": 3, "iter": 65900, "lr": 2e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.16296, "decode.acc_seg": 93.16903, "loss": 0.16296, "time": 0.23348} {"mode": "train", "epoch": 3, "iter": 65950, "lr": 2e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.17653, "decode.acc_seg": 92.76211, "loss": 0.17653, "time": 0.23594} {"mode": "train", "epoch": 3, "iter": 66000, "lr": 2e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.16208, "decode.acc_seg": 93.28998, "loss": 0.16208, "time": 0.24571} {"mode": "train", "epoch": 3, "iter": 66050, "lr": 2e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.16611, "decode.acc_seg": 93.07742, "loss": 0.16611, "time": 0.23916} {"mode": "train", "epoch": 3, "iter": 66100, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.17701, "decode.acc_seg": 92.65837, "loss": 0.17701, "time": 0.23482} {"mode": "train", "epoch": 3, "iter": 66150, "lr": 2e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.17002, "decode.acc_seg": 92.93072, "loss": 0.17002, "time": 0.23601} {"mode": "train", "epoch": 3, "iter": 66200, "lr": 2e-05, "memory": 7451, "data_time": 0.01611, "decode.loss_ce": 0.16445, "decode.acc_seg": 93.11425, "loss": 0.16445, "time": 0.24767} {"mode": "train", "epoch": 3, "iter": 66250, "lr": 2e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.1668, "decode.acc_seg": 93.18149, "loss": 0.1668, "time": 0.233} {"mode": "train", "epoch": 3, "iter": 66300, "lr": 2e-05, "memory": 7451, "data_time": 0.0162, "decode.loss_ce": 0.1602, "decode.acc_seg": 93.31617, "loss": 0.1602, "time": 0.23425} {"mode": "train", "epoch": 3, "iter": 66350, "lr": 2e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.16229, "decode.acc_seg": 93.34616, "loss": 0.16229, "time": 0.24477} {"mode": "train", "epoch": 3, "iter": 66400, "lr": 2e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.1694, "decode.acc_seg": 92.96183, "loss": 0.1694, "time": 0.23797} {"mode": "train", "epoch": 3, "iter": 66450, "lr": 2e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.1662, "decode.acc_seg": 93.03111, "loss": 0.1662, "time": 0.23373} {"mode": "train", "epoch": 3, "iter": 66500, "lr": 2e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.16558, "decode.acc_seg": 93.0898, "loss": 0.16558, "time": 0.24327} {"mode": "train", "epoch": 3, "iter": 66550, "lr": 2e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.16168, "decode.acc_seg": 93.29799, "loss": 0.16168, "time": 0.23277} {"mode": "train", "epoch": 3, "iter": 66600, "lr": 2e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.16913, "decode.acc_seg": 92.97718, "loss": 0.16913, "time": 0.23256} {"mode": "train", "epoch": 3, "iter": 66650, "lr": 2e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.16831, "decode.acc_seg": 93.00624, "loss": 0.16831, "time": 0.23602} {"mode": "train", "epoch": 3, "iter": 66700, "lr": 2e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.1665, "decode.acc_seg": 93.13248, "loss": 0.1665, "time": 0.23186} {"mode": "train", "epoch": 3, "iter": 66750, "lr": 2e-05, "memory": 7451, "data_time": 0.01604, "decode.loss_ce": 0.15888, "decode.acc_seg": 93.37071, "loss": 0.15888, "time": 0.23152} {"mode": "train", "epoch": 3, "iter": 66800, "lr": 2e-05, "memory": 7451, "data_time": 0.01602, "decode.loss_ce": 0.16542, "decode.acc_seg": 93.15781, "loss": 0.16542, "time": 0.245} {"mode": "train", "epoch": 3, "iter": 66850, "lr": 2e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.15421, "decode.acc_seg": 93.45856, "loss": 0.15421, "time": 0.23117} {"mode": "train", "epoch": 3, "iter": 66900, "lr": 2e-05, "memory": 7451, "data_time": 0.01624, "decode.loss_ce": 0.16258, "decode.acc_seg": 93.13152, "loss": 0.16258, "time": 0.23215} {"mode": "train", "epoch": 3, "iter": 66950, "lr": 2e-05, "memory": 7451, "data_time": 0.01601, "decode.loss_ce": 0.16124, "decode.acc_seg": 93.32341, "loss": 0.16124, "time": 0.23797} {"mode": "train", "epoch": 3, "iter": 67000, "lr": 2e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.16638, "decode.acc_seg": 93.14045, "loss": 0.16638, "time": 0.23924} {"mode": "train", "epoch": 3, "iter": 67050, "lr": 2e-05, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.16494, "decode.acc_seg": 93.13544, "loss": 0.16494, "time": 0.23268} {"mode": "train", "epoch": 3, "iter": 67100, "lr": 2e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.16354, "decode.acc_seg": 93.08658, "loss": 0.16354, "time": 0.23568} {"mode": "train", "epoch": 3, "iter": 67150, "lr": 2e-05, "memory": 7451, "data_time": 0.01674, "decode.loss_ce": 0.15908, "decode.acc_seg": 93.35232, "loss": 0.15908, "time": 0.2442} {"mode": "train", "epoch": 3, "iter": 67200, "lr": 2e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.16516, "decode.acc_seg": 93.11616, "loss": 0.16516, "time": 0.23331} {"mode": "train", "epoch": 3, "iter": 67250, "lr": 2e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.16129, "decode.acc_seg": 93.21527, "loss": 0.16129, "time": 0.23474} {"mode": "train", "epoch": 3, "iter": 67300, "lr": 2e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.16376, "decode.acc_seg": 93.33979, "loss": 0.16376, "time": 0.24512} {"mode": "train", "epoch": 3, "iter": 67350, "lr": 2e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.15995, "decode.acc_seg": 93.26561, "loss": 0.15995, "time": 0.23451} {"mode": "train", "epoch": 3, "iter": 67400, "lr": 2e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.16311, "decode.acc_seg": 93.21922, "loss": 0.16311, "time": 0.23684} {"mode": "train", "epoch": 3, "iter": 67450, "lr": 2e-05, "memory": 7451, "data_time": 0.01697, "decode.loss_ce": 0.15525, "decode.acc_seg": 93.49873, "loss": 0.15525, "time": 0.235} {"mode": "train", "epoch": 3, "iter": 67500, "lr": 2e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.16272, "decode.acc_seg": 93.34446, "loss": 0.16272, "time": 0.23645} {"mode": "train", "epoch": 3, "iter": 67550, "lr": 2e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.16095, "decode.acc_seg": 93.25812, "loss": 0.16095, "time": 0.23581} {"mode": "train", "epoch": 3, "iter": 67600, "lr": 2e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.1669, "decode.acc_seg": 93.02045, "loss": 0.1669, "time": 0.24774} {"mode": "train", "epoch": 3, "iter": 67650, "lr": 2e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.16076, "decode.acc_seg": 93.27378, "loss": 0.16076, "time": 0.23596} {"mode": "train", "epoch": 3, "iter": 67700, "lr": 2e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.16903, "decode.acc_seg": 93.02275, "loss": 0.16903, "time": 0.23418} {"mode": "train", "epoch": 3, "iter": 67750, "lr": 2e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.16413, "decode.acc_seg": 93.14754, "loss": 0.16413, "time": 0.24723} {"mode": "train", "epoch": 3, "iter": 67800, "lr": 2e-05, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.15988, "decode.acc_seg": 93.37673, "loss": 0.15988, "time": 0.23307} {"mode": "train", "epoch": 3, "iter": 67850, "lr": 2e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.165, "decode.acc_seg": 93.18413, "loss": 0.165, "time": 0.23387} {"mode": "train", "epoch": 3, "iter": 67900, "lr": 2e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.16062, "decode.acc_seg": 93.22803, "loss": 0.16062, "time": 0.23607} {"mode": "train", "epoch": 3, "iter": 67950, "lr": 2e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.16413, "decode.acc_seg": 93.16065, "loss": 0.16413, "time": 0.2445} {"mode": "train", "epoch": 3, "iter": 68000, "lr": 2e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.15968, "decode.acc_seg": 93.24723, "loss": 0.15968, "time": 0.23424} {"mode": "train", "epoch": 3, "iter": 68050, "lr": 2e-05, "memory": 7451, "data_time": 0.01592, "decode.loss_ce": 0.15969, "decode.acc_seg": 93.26954, "loss": 0.15969, "time": 0.23774} {"mode": "train", "epoch": 3, "iter": 68100, "lr": 2e-05, "memory": 7451, "data_time": 0.0163, "decode.loss_ce": 0.16629, "decode.acc_seg": 92.90974, "loss": 0.16629, "time": 0.23765} {"mode": "train", "epoch": 3, "iter": 68150, "lr": 2e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.16121, "decode.acc_seg": 93.23084, "loss": 0.16121, "time": 0.23321} {"mode": "train", "epoch": 3, "iter": 68200, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.16602, "decode.acc_seg": 93.05523, "loss": 0.16602, "time": 0.2362} {"mode": "train", "epoch": 3, "iter": 68250, "lr": 2e-05, "memory": 7451, "data_time": 0.01619, "decode.loss_ce": 0.16445, "decode.acc_seg": 93.2123, "loss": 0.16445, "time": 0.2329} {"mode": "train", "epoch": 3, "iter": 68300, "lr": 2e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.16037, "decode.acc_seg": 93.22068, "loss": 0.16037, "time": 0.23163} {"mode": "train", "epoch": 3, "iter": 68350, "lr": 2e-05, "memory": 7451, "data_time": 0.01595, "decode.loss_ce": 0.16374, "decode.acc_seg": 93.18486, "loss": 0.16374, "time": 0.24165} {"mode": "train", "epoch": 3, "iter": 68400, "lr": 2e-05, "memory": 7451, "data_time": 0.01607, "decode.loss_ce": 0.16859, "decode.acc_seg": 92.96988, "loss": 0.16859, "time": 0.23383} {"mode": "train", "epoch": 3, "iter": 68450, "lr": 2e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.16315, "decode.acc_seg": 93.29329, "loss": 0.16315, "time": 0.23282} {"mode": "train", "epoch": 3, "iter": 68500, "lr": 2e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.15922, "decode.acc_seg": 93.32599, "loss": 0.15922, "time": 0.23443} {"mode": "train", "epoch": 3, "iter": 68550, "lr": 2e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.16163, "decode.acc_seg": 93.27898, "loss": 0.16163, "time": 0.24651} {"mode": "train", "epoch": 3, "iter": 68600, "lr": 2e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.16069, "decode.acc_seg": 93.20968, "loss": 0.16069, "time": 0.23227} {"mode": "train", "epoch": 3, "iter": 68650, "lr": 2e-05, "memory": 7451, "data_time": 0.0171, "decode.loss_ce": 0.1629, "decode.acc_seg": 93.15605, "loss": 0.1629, "time": 0.23275} {"mode": "train", "epoch": 3, "iter": 68700, "lr": 2e-05, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.16003, "decode.acc_seg": 93.43024, "loss": 0.16003, "time": 0.24152} {"mode": "train", "epoch": 3, "iter": 68750, "lr": 2e-05, "memory": 7451, "data_time": 0.01704, "decode.loss_ce": 0.16029, "decode.acc_seg": 93.25899, "loss": 0.16029, "time": 0.23822} {"mode": "train", "epoch": 3, "iter": 68800, "lr": 2e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.16063, "decode.acc_seg": 93.27604, "loss": 0.16063, "time": 0.23164} {"mode": "train", "epoch": 3, "iter": 68850, "lr": 2e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.16434, "decode.acc_seg": 93.16269, "loss": 0.16434, "time": 0.24184} {"mode": "train", "epoch": 3, "iter": 68900, "lr": 2e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.15895, "decode.acc_seg": 93.29783, "loss": 0.15895, "time": 0.23269} {"mode": "train", "epoch": 3, "iter": 68950, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.15837, "decode.acc_seg": 93.43006, "loss": 0.15837, "time": 0.23471} {"mode": "train", "epoch": 3, "iter": 69000, "lr": 2e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.16397, "decode.acc_seg": 93.24686, "loss": 0.16397, "time": 0.23651} {"mode": "train", "epoch": 3, "iter": 69050, "lr": 2e-05, "memory": 7451, "data_time": 0.01617, "decode.loss_ce": 0.1569, "decode.acc_seg": 93.43941, "loss": 0.1569, "time": 0.23379} {"mode": "train", "epoch": 3, "iter": 69100, "lr": 2e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.15527, "decode.acc_seg": 93.38911, "loss": 0.15527, "time": 0.23513} {"mode": "train", "epoch": 3, "iter": 69150, "lr": 2e-05, "memory": 7451, "data_time": 0.01664, "decode.loss_ce": 0.15528, "decode.acc_seg": 93.50605, "loss": 0.15528, "time": 0.24825} {"mode": "train", "epoch": 3, "iter": 69200, "lr": 2e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.16083, "decode.acc_seg": 93.31262, "loss": 0.16083, "time": 0.23486} {"mode": "train", "epoch": 3, "iter": 69250, "lr": 2e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.15806, "decode.acc_seg": 93.42732, "loss": 0.15806, "time": 0.23607} {"mode": "train", "epoch": 3, "iter": 69300, "lr": 2e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.16965, "decode.acc_seg": 93.04835, "loss": 0.16965, "time": 0.23856} {"mode": "train", "epoch": 3, "iter": 69350, "lr": 2e-05, "memory": 7451, "data_time": 0.0171, "decode.loss_ce": 0.16877, "decode.acc_seg": 93.15096, "loss": 0.16877, "time": 0.24678} {"mode": "train", "epoch": 3, "iter": 69400, "lr": 2e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.15982, "decode.acc_seg": 93.43803, "loss": 0.15982, "time": 0.23479} {"mode": "train", "epoch": 3, "iter": 69450, "lr": 2e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.16106, "decode.acc_seg": 93.32818, "loss": 0.16106, "time": 0.23508} {"mode": "train", "epoch": 3, "iter": 69500, "lr": 2e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.16262, "decode.acc_seg": 93.31957, "loss": 0.16262, "time": 0.24412} {"mode": "train", "epoch": 3, "iter": 69550, "lr": 2e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.15558, "decode.acc_seg": 93.46936, "loss": 0.15558, "time": 0.23284} {"mode": "train", "epoch": 3, "iter": 69600, "lr": 2e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.15544, "decode.acc_seg": 93.49229, "loss": 0.15544, "time": 0.23301} {"mode": "train", "epoch": 3, "iter": 69650, "lr": 2e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.15406, "decode.acc_seg": 93.51016, "loss": 0.15406, "time": 0.24281} {"mode": "train", "epoch": 3, "iter": 69700, "lr": 2e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.15537, "decode.acc_seg": 93.50313, "loss": 0.15537, "time": 0.23183} {"mode": "train", "epoch": 3, "iter": 69750, "lr": 2e-05, "memory": 7451, "data_time": 0.01611, "decode.loss_ce": 0.15872, "decode.acc_seg": 93.29631, "loss": 0.15872, "time": 0.23389} {"mode": "train", "epoch": 3, "iter": 69800, "lr": 2e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.16489, "decode.acc_seg": 93.18758, "loss": 0.16489, "time": 0.23161} {"mode": "train", "epoch": 3, "iter": 69850, "lr": 2e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.15806, "decode.acc_seg": 93.47894, "loss": 0.15806, "time": 0.23271} {"mode": "train", "epoch": 3, "iter": 69900, "lr": 2e-05, "memory": 7451, "data_time": 0.01717, "decode.loss_ce": 0.16937, "decode.acc_seg": 93.00026, "loss": 0.16937, "time": 0.23533} {"mode": "train", "epoch": 3, "iter": 69950, "lr": 2e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.15785, "decode.acc_seg": 93.48271, "loss": 0.15785, "time": 0.24824} {"mode": "train", "epoch": 3, "iter": 70000, "lr": 2e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.16062, "decode.acc_seg": 93.26555, "loss": 0.16062, "time": 0.23399} {"mode": "train", "epoch": 3, "iter": 70050, "lr": 2e-05, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.15786, "decode.acc_seg": 93.39314, "loss": 0.15786, "time": 0.23351} {"mode": "train", "epoch": 3, "iter": 70100, "lr": 2e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.1645, "decode.acc_seg": 93.20412, "loss": 0.1645, "time": 0.24593} {"mode": "train", "epoch": 3, "iter": 70150, "lr": 2e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.15928, "decode.acc_seg": 93.3237, "loss": 0.15928, "time": 0.23355} {"mode": "train", "epoch": 3, "iter": 70200, "lr": 2e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.16518, "decode.acc_seg": 93.17285, "loss": 0.16518, "time": 0.23203} {"mode": "train", "epoch": 3, "iter": 70250, "lr": 2e-05, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.15781, "decode.acc_seg": 93.32061, "loss": 0.15781, "time": 0.23428} {"mode": "train", "epoch": 3, "iter": 70300, "lr": 2e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.15953, "decode.acc_seg": 93.26284, "loss": 0.15953, "time": 0.2427} {"mode": "train", "epoch": 3, "iter": 70350, "lr": 2e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.15404, "decode.acc_seg": 93.49353, "loss": 0.15404, "time": 0.23163} {"mode": "train", "epoch": 3, "iter": 70400, "lr": 2e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.15923, "decode.acc_seg": 93.34659, "loss": 0.15923, "time": 0.23653} {"mode": "train", "epoch": 3, "iter": 70450, "lr": 2e-05, "memory": 7451, "data_time": 0.01634, "decode.loss_ce": 0.15242, "decode.acc_seg": 93.63431, "loss": 0.15242, "time": 0.2413} {"mode": "train", "epoch": 3, "iter": 70500, "lr": 2e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.16154, "decode.acc_seg": 93.25037, "loss": 0.16154, "time": 0.23204} {"mode": "train", "epoch": 3, "iter": 70550, "lr": 2e-05, "memory": 7451, "data_time": 0.01632, "decode.loss_ce": 0.15976, "decode.acc_seg": 93.28052, "loss": 0.15976, "time": 0.23703} {"mode": "train", "epoch": 3, "iter": 70600, "lr": 2e-05, "memory": 7451, "data_time": 0.01561, "decode.loss_ce": 0.15966, "decode.acc_seg": 93.40149, "loss": 0.15966, "time": 0.23311} {"mode": "train", "epoch": 3, "iter": 70650, "lr": 2e-05, "memory": 7451, "data_time": 0.01582, "decode.loss_ce": 0.15537, "decode.acc_seg": 93.38579, "loss": 0.15537, "time": 0.23176} {"mode": "train", "epoch": 3, "iter": 70700, "lr": 2e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.15944, "decode.acc_seg": 93.38018, "loss": 0.15944, "time": 0.24068} {"mode": "train", "epoch": 3, "iter": 70750, "lr": 2e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.15726, "decode.acc_seg": 93.36321, "loss": 0.15726, "time": 0.23748} {"mode": "train", "epoch": 3, "iter": 70800, "lr": 2e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.1528, "decode.acc_seg": 93.54446, "loss": 0.1528, "time": 0.23307} {"mode": "train", "epoch": 3, "iter": 70850, "lr": 2e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.15378, "decode.acc_seg": 93.66699, "loss": 0.15378, "time": 0.23214} {"mode": "train", "epoch": 3, "iter": 70900, "lr": 1e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.15746, "decode.acc_seg": 93.33982, "loss": 0.15746, "time": 0.24545} {"mode": "train", "epoch": 3, "iter": 70950, "lr": 1e-05, "memory": 7451, "data_time": 0.01651, "decode.loss_ce": 0.14763, "decode.acc_seg": 93.75466, "loss": 0.14763, "time": 0.23391} {"mode": "train", "epoch": 3, "iter": 71000, "lr": 1e-05, "memory": 7451, "data_time": 0.01629, "decode.loss_ce": 0.15718, "decode.acc_seg": 93.43024, "loss": 0.15718, "time": 0.23262} {"mode": "train", "epoch": 3, "iter": 71050, "lr": 1e-05, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.15535, "decode.acc_seg": 93.43387, "loss": 0.15535, "time": 0.23963} {"mode": "train", "epoch": 3, "iter": 71100, "lr": 1e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.15574, "decode.acc_seg": 93.50728, "loss": 0.15574, "time": 0.23765} {"mode": "train", "epoch": 3, "iter": 71150, "lr": 1e-05, "memory": 7451, "data_time": 0.01747, "decode.loss_ce": 0.15394, "decode.acc_seg": 93.57375, "loss": 0.15394, "time": 0.23321} {"mode": "train", "epoch": 3, "iter": 71200, "lr": 1e-05, "memory": 7451, "data_time": 0.01729, "decode.loss_ce": 0.15758, "decode.acc_seg": 93.3552, "loss": 0.15758, "time": 0.24457} {"mode": "train", "epoch": 3, "iter": 71250, "lr": 1e-05, "memory": 7451, "data_time": 0.01752, "decode.loss_ce": 0.15405, "decode.acc_seg": 93.39527, "loss": 0.15405, "time": 0.23351} {"mode": "train", "epoch": 3, "iter": 71300, "lr": 1e-05, "memory": 7451, "data_time": 0.01741, "decode.loss_ce": 0.15904, "decode.acc_seg": 93.28085, "loss": 0.15904, "time": 0.23407} {"mode": "train", "epoch": 3, "iter": 71350, "lr": 1e-05, "memory": 7451, "data_time": 0.01733, "decode.loss_ce": 0.16167, "decode.acc_seg": 93.11738, "loss": 0.16167, "time": 0.23637} {"mode": "train", "epoch": 3, "iter": 71400, "lr": 1e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15845, "decode.acc_seg": 93.391, "loss": 0.15845, "time": 0.23204} {"mode": "train", "epoch": 3, "iter": 71450, "lr": 1e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15604, "decode.acc_seg": 93.52203, "loss": 0.15604, "time": 0.23238} {"mode": "train", "epoch": 3, "iter": 71500, "lr": 1e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15566, "decode.acc_seg": 93.41731, "loss": 0.15566, "time": 0.24472} {"mode": "train", "epoch": 3, "iter": 71550, "lr": 1e-05, "memory": 7451, "data_time": 0.01731, "decode.loss_ce": 0.15933, "decode.acc_seg": 93.26885, "loss": 0.15933, "time": 0.23268} {"mode": "train", "epoch": 3, "iter": 71600, "lr": 1e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.1613, "decode.acc_seg": 93.2994, "loss": 0.1613, "time": 0.23477} {"mode": "train", "epoch": 3, "iter": 71650, "lr": 1e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.15422, "decode.acc_seg": 93.50327, "loss": 0.15422, "time": 0.2354} {"mode": "train", "epoch": 3, "iter": 71700, "lr": 1e-05, "memory": 7451, "data_time": 0.01682, "decode.loss_ce": 0.15346, "decode.acc_seg": 93.56843, "loss": 0.15346, "time": 0.24492} {"mode": "train", "epoch": 3, "iter": 71750, "lr": 1e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.16088, "decode.acc_seg": 93.30653, "loss": 0.16088, "time": 0.23353} {"mode": "train", "epoch": 3, "iter": 71800, "lr": 1e-05, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.15849, "decode.acc_seg": 93.48094, "loss": 0.15849, "time": 0.23382} {"mode": "train", "epoch": 3, "iter": 71850, "lr": 1e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.15837, "decode.acc_seg": 93.52673, "loss": 0.15837, "time": 0.24284} {"mode": "train", "epoch": 3, "iter": 71900, "lr": 1e-05, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.16115, "decode.acc_seg": 93.33227, "loss": 0.16115, "time": 0.2323} {"mode": "train", "epoch": 3, "iter": 71950, "lr": 1e-05, "memory": 7451, "data_time": 0.01667, "decode.loss_ce": 0.1562, "decode.acc_seg": 93.42695, "loss": 0.1562, "time": 0.23423} {"mode": "train", "epoch": 3, "iter": 72000, "lr": 1e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.15737, "decode.acc_seg": 93.378, "loss": 0.15737, "time": 0.2574} {"mode": "val", "epoch": 3, "iter": 250, "lr": 1e-05, "aAcc": 0.818, "mIoU": 0.4593, "mAcc": 0.5724, "IoU.wall": 0.7635, "IoU.building": 0.8173, "IoU.sky": 0.9384, "IoU.floor": 0.7914, "IoU.tree": 0.7252, "IoU.ceiling": 0.8264, "IoU.road": 0.8277, "IoU.bed ": 0.884, "IoU.windowpane": 0.5983, "IoU.grass": 0.6618, "IoU.cabinet": 0.5885, "IoU.sidewalk": 0.6472, "IoU.person": 0.7982, "IoU.earth": 0.3542, "IoU.door": 0.4135, "IoU.table": 0.5642, "IoU.mountain": 0.5771, "IoU.plant": 0.502, "IoU.curtain": 0.7, "IoU.chair": 0.5666, "IoU.car": 0.8376, "IoU.water": 0.5021, "IoU.painting": 0.7056, "IoU.sofa": 0.6348, "IoU.shelf": 0.4083, "IoU.house": 0.395, "IoU.sea": 0.5371, "IoU.mirror": 0.657, "IoU.rug": 0.5134, "IoU.field": 0.3029, "IoU.armchair": 0.4077, "IoU.seat": 0.5674, "IoU.fence": 0.3967, "IoU.desk": 0.4267, "IoU.rock": 0.37, "IoU.wardrobe": 0.4073, "IoU.lamp": 0.6179, "IoU.bathtub": 0.7474, "IoU.railing": 0.3183, "IoU.cushion": 0.5728, "IoU.base": 0.1879, "IoU.box": 0.2525, "IoU.column": 0.4036, "IoU.signboard": 0.3515, "IoU.chest of drawers": 0.3958, "IoU.counter": 0.2292, "IoU.sand": 0.332, "IoU.sink": 0.7046, "IoU.skyscraper": 0.5326, "IoU.fireplace": 0.7278, "IoU.refrigerator": 0.7194, "IoU.grandstand": 0.4318, "IoU.path": 0.1886, "IoU.stairs": 0.3033, "IoU.runway": 0.6909, "IoU.case": 0.4106, "IoU.pool table": 0.9248, "IoU.pillow": 0.5788, "IoU.screen door": 0.6253, "IoU.stairway": 0.2498, "IoU.river": 0.126, "IoU.bridge": 0.3518, "IoU.bookcase": 0.3116, "IoU.blind": 0.385, "IoU.coffee table": 0.5309, "IoU.toilet": 0.8404, "IoU.flower": 0.4365, "IoU.book": 0.4347, "IoU.hill": 0.0938, "IoU.bench": 0.392, "IoU.countertop": 0.5336, "IoU.stove": 0.7385, "IoU.palm": 0.501, "IoU.kitchen island": 0.2489, "IoU.computer": 0.7032, "IoU.swivel chair": 0.3683, "IoU.boat": 0.5226, "IoU.bar": 0.333, "IoU.arcade machine": 0.6017, "IoU.hovel": 0.2039, "IoU.bus": 0.8622, "IoU.towel": 0.5945, "IoU.light": 0.5301, "IoU.truck": 0.3524, "IoU.tower": 0.2618, "IoU.chandelier": 0.65, "IoU.awning": 0.2317, "IoU.streetlight": 0.2695, "IoU.booth": 0.38, "IoU.television receiver": 0.6857, "IoU.airplane": 0.5283, "IoU.dirt track": 0.0695, "IoU.apparel": 0.3234, "IoU.pole": 0.244, "IoU.land": 0.0713, "IoU.bannister": 0.0948, "IoU.escalator": 0.2349, "IoU.ottoman": 0.4674, "IoU.bottle": 0.3772, "IoU.buffet": 0.4614, "IoU.poster": 0.2177, "IoU.stage": 0.1082, "IoU.van": 0.4212, "IoU.ship": 0.2714, "IoU.fountain": 0.2155, "IoU.conveyer belt": 0.7437, "IoU.canopy": 0.1244, "IoU.washer": 0.6689, "IoU.plaything": 0.2292, "IoU.swimming pool": 0.3251, "IoU.stool": 0.407, "IoU.barrel": 0.4686, "IoU.basket": 0.2862, "IoU.waterfall": 0.5841, "IoU.tent": 0.9112, "IoU.bag": 0.1462, "IoU.minibike": 0.6433, "IoU.cradle": 0.8569, "IoU.oven": 0.2596, "IoU.ball": 0.496, "IoU.food": 0.4166, "IoU.step": 0.1229, "IoU.tank": 0.3799, "IoU.trade name": 0.2676, "IoU.microwave": 0.4551, "IoU.pot": 0.3854, "IoU.animal": 0.5573, "IoU.bicycle": 0.5518, "IoU.lake": 0.5505, "IoU.dishwasher": 0.6739, "IoU.screen": 0.4568, "IoU.blanket": 0.153, "IoU.sculpture": 0.4519, "IoU.hood": 0.5985, "IoU.sconce": 0.3856, "IoU.vase": 0.3489, "IoU.traffic light": 0.3417, "IoU.tray": 0.074, "IoU.ashcan": 0.449, "IoU.fan": 0.6046, "IoU.pier": 0.3867, "IoU.crt screen": 0.0443, "IoU.plate": 0.4556, "IoU.monitor": 0.2964, "IoU.bulletin board": 0.3365, "IoU.shower": 0.0, "IoU.radiator": 0.544, "IoU.glass": 0.1282, "IoU.clock": 0.2722, "IoU.flag": 0.363, "Acc.wall": 0.8844, "Acc.building": 0.914, "Acc.sky": 0.9739, "Acc.floor": 0.9028, "Acc.tree": 0.8798, "Acc.ceiling": 0.9144, "Acc.road": 0.9119, "Acc.bed ": 0.9475, "Acc.windowpane": 0.7917, "Acc.grass": 0.8234, "Acc.cabinet": 0.7066, "Acc.sidewalk": 0.7966, "Acc.person": 0.934, "Acc.earth": 0.482, "Acc.door": 0.5192, "Acc.table": 0.7475, "Acc.mountain": 0.746, "Acc.plant": 0.617, "Acc.curtain": 0.8309, "Acc.chair": 0.7117, "Acc.car": 0.9167, "Acc.water": 0.6297, "Acc.painting": 0.8501, "Acc.sofa": 0.8133, "Acc.shelf": 0.5709, "Acc.house": 0.5525, "Acc.sea": 0.8201, "Acc.mirror": 0.7278, "Acc.rug": 0.6082, "Acc.field": 0.4688, "Acc.armchair": 0.5495, "Acc.seat": 0.8095, "Acc.fence": 0.5392, "Acc.desk": 0.6081, "Acc.rock": 0.5188, "Acc.wardrobe": 0.5798, "Acc.lamp": 0.7562, "Acc.bathtub": 0.8237, "Acc.railing": 0.4216, "Acc.cushion": 0.7274, "Acc.base": 0.2727, "Acc.box": 0.348, "Acc.column": 0.4892, "Acc.signboard": 0.4958, "Acc.chest of drawers": 0.5504, "Acc.counter": 0.305, "Acc.sand": 0.4914, "Acc.sink": 0.781, "Acc.skyscraper": 0.7163, "Acc.fireplace": 0.8564, "Acc.refrigerator": 0.8148, "Acc.grandstand": 0.6722, "Acc.path": 0.2789, "Acc.stairs": 0.407, "Acc.runway": 0.9009, "Acc.case": 0.4831, "Acc.pool table": 0.9556, "Acc.pillow": 0.7061, "Acc.screen door": 0.6687, "Acc.stairway": 0.3234, "Acc.river": 0.2518, "Acc.bridge": 0.4011, "Acc.bookcase": 0.4584, "Acc.blind": 0.4218, "Acc.coffee table": 0.7819, "Acc.toilet": 0.905, "Acc.flower": 0.5867, "Acc.book": 0.6948, "Acc.hill": 0.1548, "Acc.bench": 0.4545, "Acc.countertop": 0.7055, "Acc.stove": 0.8355, "Acc.palm": 0.7782, "Acc.kitchen island": 0.4051, "Acc.computer": 0.8118, "Acc.swivel chair": 0.4896, "Acc.boat": 0.6403, "Acc.bar": 0.3814, "Acc.arcade machine": 0.6746, "Acc.hovel": 0.3027, "Acc.bus": 0.918, "Acc.towel": 0.7363, "Acc.light": 0.6279, "Acc.truck": 0.4898, "Acc.tower": 0.335, "Acc.chandelier": 0.8183, "Acc.awning": 0.2858, "Acc.streetlight": 0.3549, "Acc.booth": 0.3831, "Acc.television receiver": 0.7708, "Acc.airplane": 0.662, "Acc.dirt track": 0.1983, "Acc.apparel": 0.4915, "Acc.pole": 0.3465, "Acc.land": 0.1196, "Acc.bannister": 0.1339, "Acc.escalator": 0.2605, "Acc.ottoman": 0.616, "Acc.bottle": 0.5683, "Acc.buffet": 0.5055, "Acc.poster": 0.2665, "Acc.stage": 0.1728, "Acc.van": 0.5782, "Acc.ship": 0.36, "Acc.fountain": 0.2194, "Acc.conveyer belt": 0.8734, "Acc.canopy": 0.1551, "Acc.washer": 0.6818, "Acc.plaything": 0.3351, "Acc.swimming pool": 0.6109, "Acc.stool": 0.548, "Acc.barrel": 0.6673, "Acc.basket": 0.3558, "Acc.waterfall": 0.6905, "Acc.tent": 0.9667, "Acc.bag": 0.1941, "Acc.minibike": 0.8036, "Acc.cradle": 0.9477, "Acc.oven": 0.6202, "Acc.ball": 0.5777, "Acc.food": 0.4883, "Acc.step": 0.1397, "Acc.tank": 0.3948, "Acc.trade name": 0.3159, "Acc.microwave": 0.4818, "Acc.pot": 0.4546, "Acc.animal": 0.5901, "Acc.bicycle": 0.709, "Acc.lake": 0.6349, "Acc.dishwasher": 0.7215, "Acc.screen": 0.6785, "Acc.blanket": 0.1787, "Acc.sculpture": 0.67, "Acc.hood": 0.6401, "Acc.sconce": 0.4631, "Acc.vase": 0.5612, "Acc.traffic light": 0.5505, "Acc.tray": 0.1902, "Acc.ashcan": 0.5807, "Acc.fan": 0.7242, "Acc.pier": 0.51, "Acc.crt screen": 0.1214, "Acc.plate": 0.5805, "Acc.monitor": 0.3582, "Acc.bulletin board": 0.4182, "Acc.shower": 0.0, "Acc.radiator": 0.6203, "Acc.glass": 0.1413, "Acc.clock": 0.3192, "Acc.flag": 0.3972} {"mode": "train", "epoch": 3, "iter": 72050, "lr": 1e-05, "memory": 7451, "data_time": 0.39677, "decode.loss_ce": 0.15303, "decode.acc_seg": 93.38976, "loss": 0.15303, "time": 0.61309} {"mode": "train", "epoch": 3, "iter": 72100, "lr": 1e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.1665, "decode.acc_seg": 93.01617, "loss": 0.1665, "time": 0.23684} {"mode": "train", "epoch": 3, "iter": 72150, "lr": 1e-05, "memory": 7451, "data_time": 0.01695, "decode.loss_ce": 0.1627, "decode.acc_seg": 93.29509, "loss": 0.1627, "time": 0.23173} {"mode": "train", "epoch": 3, "iter": 72200, "lr": 1e-05, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.15775, "decode.acc_seg": 93.41282, "loss": 0.15775, "time": 0.23388} {"mode": "train", "epoch": 3, "iter": 72250, "lr": 1e-05, "memory": 7451, "data_time": 0.01703, "decode.loss_ce": 0.15811, "decode.acc_seg": 93.31097, "loss": 0.15811, "time": 0.23642} {"mode": "train", "epoch": 3, "iter": 72300, "lr": 1e-05, "memory": 7451, "data_time": 0.01676, "decode.loss_ce": 0.15629, "decode.acc_seg": 93.40631, "loss": 0.15629, "time": 0.24492} {"mode": "train", "epoch": 3, "iter": 72350, "lr": 1e-05, "memory": 7451, "data_time": 0.01652, "decode.loss_ce": 0.15651, "decode.acc_seg": 93.31216, "loss": 0.15651, "time": 0.23292} {"mode": "train", "epoch": 3, "iter": 72400, "lr": 1e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.1545, "decode.acc_seg": 93.4506, "loss": 0.1545, "time": 0.23501} {"mode": "train", "epoch": 3, "iter": 72450, "lr": 1e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.15721, "decode.acc_seg": 93.39028, "loss": 0.15721, "time": 0.24239} {"mode": "train", "epoch": 3, "iter": 72500, "lr": 1e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.15629, "decode.acc_seg": 93.35463, "loss": 0.15629, "time": 0.2315} {"mode": "train", "epoch": 3, "iter": 72550, "lr": 1e-05, "memory": 7451, "data_time": 0.01623, "decode.loss_ce": 0.15332, "decode.acc_seg": 93.61604, "loss": 0.15332, "time": 0.23452} {"mode": "train", "epoch": 3, "iter": 72600, "lr": 1e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.1608, "decode.acc_seg": 93.22217, "loss": 0.1608, "time": 0.23985} {"mode": "train", "epoch": 3, "iter": 72650, "lr": 1e-05, "memory": 7451, "data_time": 0.01705, "decode.loss_ce": 0.15607, "decode.acc_seg": 93.39367, "loss": 0.15607, "time": 0.2439} {"mode": "train", "epoch": 3, "iter": 72700, "lr": 1e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.15353, "decode.acc_seg": 93.57399, "loss": 0.15353, "time": 0.23436} {"mode": "train", "epoch": 3, "iter": 72750, "lr": 1e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.15772, "decode.acc_seg": 93.35429, "loss": 0.15772, "time": 0.23824} {"mode": "train", "epoch": 3, "iter": 72800, "lr": 1e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.15619, "decode.acc_seg": 93.48567, "loss": 0.15619, "time": 0.23758} {"mode": "train", "epoch": 3, "iter": 72850, "lr": 1e-05, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.15751, "decode.acc_seg": 93.34707, "loss": 0.15751, "time": 0.2324} {"mode": "train", "epoch": 3, "iter": 72900, "lr": 1e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.15259, "decode.acc_seg": 93.58808, "loss": 0.15259, "time": 0.23847} {"mode": "train", "epoch": 3, "iter": 72950, "lr": 1e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.15334, "decode.acc_seg": 93.59449, "loss": 0.15334, "time": 0.23233} {"mode": "train", "epoch": 3, "iter": 73000, "lr": 1e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.15424, "decode.acc_seg": 93.49092, "loss": 0.15424, "time": 0.23441} {"mode": "train", "epoch": 3, "iter": 73050, "lr": 1e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.1572, "decode.acc_seg": 93.38109, "loss": 0.1572, "time": 0.24223} {"mode": "train", "epoch": 3, "iter": 73100, "lr": 1e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.15784, "decode.acc_seg": 93.32189, "loss": 0.15784, "time": 0.23442} {"mode": "train", "epoch": 3, "iter": 73150, "lr": 1e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.15286, "decode.acc_seg": 93.53448, "loss": 0.15286, "time": 0.23416} {"mode": "train", "epoch": 3, "iter": 73200, "lr": 1e-05, "memory": 7451, "data_time": 0.01626, "decode.loss_ce": 0.15895, "decode.acc_seg": 93.38746, "loss": 0.15895, "time": 0.23389} {"mode": "train", "epoch": 3, "iter": 73250, "lr": 1e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.15544, "decode.acc_seg": 93.52694, "loss": 0.15544, "time": 0.24365} {"mode": "train", "epoch": 3, "iter": 73300, "lr": 1e-05, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.15639, "decode.acc_seg": 93.47393, "loss": 0.15639, "time": 0.23271} {"mode": "train", "epoch": 3, "iter": 73350, "lr": 1e-05, "memory": 7451, "data_time": 0.01673, "decode.loss_ce": 0.16094, "decode.acc_seg": 93.15614, "loss": 0.16094, "time": 0.23629} {"mode": "train", "epoch": 3, "iter": 73400, "lr": 1e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.15504, "decode.acc_seg": 93.42723, "loss": 0.15504, "time": 0.23942} {"mode": "train", "epoch": 3, "iter": 73450, "lr": 1e-05, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.15611, "decode.acc_seg": 93.41064, "loss": 0.15611, "time": 0.23462} {"mode": "train", "epoch": 3, "iter": 73500, "lr": 1e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.1526, "decode.acc_seg": 93.51427, "loss": 0.1526, "time": 0.23346} {"mode": "train", "epoch": 3, "iter": 73550, "lr": 1e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.16159, "decode.acc_seg": 93.15892, "loss": 0.16159, "time": 0.24266} {"mode": "train", "epoch": 3, "iter": 73600, "lr": 1e-05, "memory": 7451, "data_time": 0.01655, "decode.loss_ce": 0.16106, "decode.acc_seg": 93.3372, "loss": 0.16106, "time": 0.23092} {"mode": "train", "epoch": 3, "iter": 73650, "lr": 1e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.16179, "decode.acc_seg": 93.2179, "loss": 0.16179, "time": 0.2339} {"mode": "train", "epoch": 3, "iter": 73700, "lr": 1e-05, "memory": 7451, "data_time": 0.01643, "decode.loss_ce": 0.15346, "decode.acc_seg": 93.47009, "loss": 0.15346, "time": 0.23705} {"mode": "train", "epoch": 3, "iter": 73750, "lr": 1e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.15411, "decode.acc_seg": 93.48316, "loss": 0.15411, "time": 0.23254} {"mode": "train", "epoch": 3, "iter": 73800, "lr": 1e-05, "memory": 7451, "data_time": 0.01744, "decode.loss_ce": 0.15494, "decode.acc_seg": 93.48894, "loss": 0.15494, "time": 0.23305} {"mode": "train", "epoch": 3, "iter": 73850, "lr": 1e-05, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.15851, "decode.acc_seg": 93.48845, "loss": 0.15851, "time": 0.24337} {"mode": "train", "epoch": 3, "iter": 73900, "lr": 1e-05, "memory": 7451, "data_time": 0.01648, "decode.loss_ce": 0.15017, "decode.acc_seg": 93.6598, "loss": 0.15017, "time": 0.23295} {"mode": "train", "epoch": 3, "iter": 73950, "lr": 1e-05, "memory": 7451, "data_time": 0.01614, "decode.loss_ce": 0.14683, "decode.acc_seg": 93.79001, "loss": 0.14683, "time": 0.23355} {"mode": "train", "epoch": 3, "iter": 74000, "lr": 1e-05, "memory": 7451, "data_time": 0.01618, "decode.loss_ce": 0.15481, "decode.acc_seg": 93.60331, "loss": 0.15481, "time": 0.2353} {"mode": "train", "epoch": 3, "iter": 74050, "lr": 1e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.14636, "decode.acc_seg": 93.81932, "loss": 0.14636, "time": 0.2452} {"mode": "train", "epoch": 3, "iter": 74100, "lr": 1e-05, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15451, "decode.acc_seg": 93.4996, "loss": 0.15451, "time": 0.2346} {"mode": "train", "epoch": 3, "iter": 74150, "lr": 1e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.15992, "decode.acc_seg": 93.1603, "loss": 0.15992, "time": 0.23876} {"mode": "train", "epoch": 3, "iter": 74200, "lr": 1e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.15524, "decode.acc_seg": 93.46549, "loss": 0.15524, "time": 0.24058} {"mode": "train", "epoch": 3, "iter": 74250, "lr": 1e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.1492, "decode.acc_seg": 93.6587, "loss": 0.1492, "time": 0.23313} {"mode": "train", "epoch": 3, "iter": 74300, "lr": 1e-05, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.15519, "decode.acc_seg": 93.48665, "loss": 0.15519, "time": 0.23293} {"mode": "train", "epoch": 3, "iter": 74350, "lr": 1e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.16024, "decode.acc_seg": 93.26339, "loss": 0.16024, "time": 0.24133} {"mode": "train", "epoch": 3, "iter": 74400, "lr": 1e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.15534, "decode.acc_seg": 93.49023, "loss": 0.15534, "time": 0.23361} {"mode": "train", "epoch": 3, "iter": 74450, "lr": 1e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.15134, "decode.acc_seg": 93.61222, "loss": 0.15134, "time": 0.23852} {"mode": "train", "epoch": 3, "iter": 74500, "lr": 1e-05, "memory": 7451, "data_time": 0.01721, "decode.loss_ce": 0.15583, "decode.acc_seg": 93.48175, "loss": 0.15583, "time": 0.23441} {"mode": "train", "epoch": 3, "iter": 74550, "lr": 1e-05, "memory": 7451, "data_time": 0.01743, "decode.loss_ce": 0.15327, "decode.acc_seg": 93.58748, "loss": 0.15327, "time": 0.23308} {"mode": "train", "epoch": 3, "iter": 74600, "lr": 1e-05, "memory": 7451, "data_time": 0.0174, "decode.loss_ce": 0.15506, "decode.acc_seg": 93.5541, "loss": 0.15506, "time": 0.23306} {"mode": "train", "epoch": 3, "iter": 74650, "lr": 1e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.15851, "decode.acc_seg": 93.28949, "loss": 0.15851, "time": 0.24392} {"mode": "train", "epoch": 3, "iter": 74700, "lr": 1e-05, "memory": 7451, "data_time": 0.0164, "decode.loss_ce": 0.15533, "decode.acc_seg": 93.37947, "loss": 0.15533, "time": 0.23263} {"mode": "train", "epoch": 3, "iter": 74750, "lr": 1e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.153, "decode.acc_seg": 93.51787, "loss": 0.153, "time": 0.23406} {"mode": "train", "epoch": 3, "iter": 74800, "lr": 1e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.15227, "decode.acc_seg": 93.55209, "loss": 0.15227, "time": 0.24483} {"mode": "train", "epoch": 3, "iter": 74850, "lr": 1e-05, "memory": 7451, "data_time": 0.01684, "decode.loss_ce": 0.151, "decode.acc_seg": 93.53511, "loss": 0.151, "time": 0.23329} {"mode": "train", "epoch": 3, "iter": 74900, "lr": 1e-05, "memory": 7451, "data_time": 0.0168, "decode.loss_ce": 0.15483, "decode.acc_seg": 93.45377, "loss": 0.15483, "time": 0.23484} {"mode": "train", "epoch": 3, "iter": 74950, "lr": 1e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.15557, "decode.acc_seg": 93.39521, "loss": 0.15557, "time": 0.23916} {"mode": "train", "epoch": 3, "iter": 75000, "lr": 1e-05, "memory": 7451, "data_time": 0.01615, "decode.loss_ce": 0.16069, "decode.acc_seg": 93.28286, "loss": 0.16069, "time": 0.24035} {"mode": "train", "epoch": 3, "iter": 75050, "lr": 1e-05, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.15442, "decode.acc_seg": 93.51701, "loss": 0.15442, "time": 0.23259} {"mode": "train", "epoch": 3, "iter": 75100, "lr": 1e-05, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.153, "decode.acc_seg": 93.54568, "loss": 0.153, "time": 0.2347} {"mode": "train", "epoch": 3, "iter": 75150, "lr": 1e-05, "memory": 7451, "data_time": 0.01908, "decode.loss_ce": 0.15248, "decode.acc_seg": 93.57791, "loss": 0.15248, "time": 0.24056} {"mode": "train", "epoch": 3, "iter": 75200, "lr": 1e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.15515, "decode.acc_seg": 93.50536, "loss": 0.15515, "time": 0.23367} {"mode": "train", "epoch": 3, "iter": 75250, "lr": 1e-05, "memory": 7451, "data_time": 0.01649, "decode.loss_ce": 0.15292, "decode.acc_seg": 93.50006, "loss": 0.15292, "time": 0.23852} {"mode": "train", "epoch": 3, "iter": 75300, "lr": 1e-05, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.15405, "decode.acc_seg": 93.54702, "loss": 0.15405, "time": 0.23134} {"mode": "train", "epoch": 3, "iter": 75350, "lr": 1e-05, "memory": 7451, "data_time": 0.01621, "decode.loss_ce": 0.15696, "decode.acc_seg": 93.42113, "loss": 0.15696, "time": 0.23224} {"mode": "train", "epoch": 3, "iter": 75400, "lr": 1e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.15569, "decode.acc_seg": 93.35495, "loss": 0.15569, "time": 0.23761} {"mode": "train", "epoch": 3, "iter": 75450, "lr": 1e-05, "memory": 7451, "data_time": 0.01916, "decode.loss_ce": 0.15724, "decode.acc_seg": 93.43262, "loss": 0.15724, "time": 0.23792} {"mode": "train", "epoch": 3, "iter": 75500, "lr": 1e-05, "memory": 7451, "data_time": 0.01681, "decode.loss_ce": 0.15327, "decode.acc_seg": 93.53129, "loss": 0.15327, "time": 0.23445} {"mode": "train", "epoch": 3, "iter": 75550, "lr": 1e-05, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.15314, "decode.acc_seg": 93.67768, "loss": 0.15314, "time": 0.23761} {"mode": "train", "epoch": 3, "iter": 75600, "lr": 1e-05, "memory": 7451, "data_time": 0.01683, "decode.loss_ce": 0.15277, "decode.acc_seg": 93.57843, "loss": 0.15277, "time": 0.24561} {"mode": "train", "epoch": 3, "iter": 75650, "lr": 1e-05, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.15954, "decode.acc_seg": 93.29586, "loss": 0.15954, "time": 0.23403} {"mode": "train", "epoch": 3, "iter": 75700, "lr": 1e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.15312, "decode.acc_seg": 93.52218, "loss": 0.15312, "time": 0.23649} {"mode": "train", "epoch": 3, "iter": 75750, "lr": 1e-05, "memory": 7451, "data_time": 0.01677, "decode.loss_ce": 0.15381, "decode.acc_seg": 93.63369, "loss": 0.15381, "time": 0.23936} {"mode": "train", "epoch": 3, "iter": 75800, "lr": 1e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.15403, "decode.acc_seg": 93.52511, "loss": 0.15403, "time": 0.23962} {"mode": "train", "epoch": 3, "iter": 75850, "lr": 1e-05, "memory": 7451, "data_time": 0.0174, "decode.loss_ce": 0.15746, "decode.acc_seg": 93.37522, "loss": 0.15746, "time": 0.23471} {"mode": "train", "epoch": 3, "iter": 75900, "lr": 1e-05, "memory": 7451, "data_time": 0.01665, "decode.loss_ce": 0.15674, "decode.acc_seg": 93.43717, "loss": 0.15674, "time": 0.24578} {"mode": "train", "epoch": 3, "iter": 75950, "lr": 1e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.15207, "decode.acc_seg": 93.48374, "loss": 0.15207, "time": 0.23311} {"mode": "train", "epoch": 3, "iter": 76000, "lr": 1e-05, "memory": 7451, "data_time": 0.01645, "decode.loss_ce": 0.15763, "decode.acc_seg": 93.47888, "loss": 0.15763, "time": 0.23495} {"mode": "train", "epoch": 3, "iter": 76050, "lr": 1e-05, "memory": 7451, "data_time": 0.01696, "decode.loss_ce": 0.14586, "decode.acc_seg": 93.82984, "loss": 0.14586, "time": 0.24029} {"mode": "train", "epoch": 3, "iter": 76100, "lr": 1e-05, "memory": 7451, "data_time": 0.017, "decode.loss_ce": 0.15243, "decode.acc_seg": 93.49178, "loss": 0.15243, "time": 0.23315} {"mode": "train", "epoch": 3, "iter": 76150, "lr": 1e-05, "memory": 7451, "data_time": 0.01701, "decode.loss_ce": 0.15063, "decode.acc_seg": 93.57847, "loss": 0.15063, "time": 0.23497} {"mode": "train", "epoch": 3, "iter": 76200, "lr": 1e-05, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.16304, "decode.acc_seg": 93.20476, "loss": 0.16304, "time": 0.24511} {"mode": "train", "epoch": 3, "iter": 76250, "lr": 1e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.15163, "decode.acc_seg": 93.71559, "loss": 0.15163, "time": 0.23337} {"mode": "train", "epoch": 3, "iter": 76300, "lr": 1e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.15659, "decode.acc_seg": 93.44592, "loss": 0.15659, "time": 0.23363} {"mode": "train", "epoch": 3, "iter": 76350, "lr": 1e-05, "memory": 7451, "data_time": 0.01636, "decode.loss_ce": 0.15457, "decode.acc_seg": 93.50724, "loss": 0.15457, "time": 0.23555} {"mode": "train", "epoch": 3, "iter": 76400, "lr": 1e-05, "memory": 7451, "data_time": 0.0172, "decode.loss_ce": 0.15377, "decode.acc_seg": 93.46561, "loss": 0.15377, "time": 0.2453} {"mode": "train", "epoch": 3, "iter": 76450, "lr": 1e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.14819, "decode.acc_seg": 93.66319, "loss": 0.14819, "time": 0.23208} {"mode": "train", "epoch": 3, "iter": 76500, "lr": 1e-05, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.14648, "decode.acc_seg": 93.67521, "loss": 0.14648, "time": 0.237} {"mode": "train", "epoch": 3, "iter": 76550, "lr": 1e-05, "memory": 7451, "data_time": 0.01661, "decode.loss_ce": 0.1557, "decode.acc_seg": 93.48776, "loss": 0.1557, "time": 0.24087} {"mode": "train", "epoch": 3, "iter": 76600, "lr": 1e-05, "memory": 7451, "data_time": 0.01612, "decode.loss_ce": 0.15157, "decode.acc_seg": 93.55109, "loss": 0.15157, "time": 0.23297} {"mode": "train", "epoch": 3, "iter": 76650, "lr": 1e-05, "memory": 7451, "data_time": 0.01558, "decode.loss_ce": 0.14828, "decode.acc_seg": 93.74448, "loss": 0.14828, "time": 0.23359} {"mode": "train", "epoch": 3, "iter": 76700, "lr": 1e-05, "memory": 7451, "data_time": 0.01514, "decode.loss_ce": 0.15216, "decode.acc_seg": 93.58721, "loss": 0.15216, "time": 0.24251} {"mode": "train", "epoch": 3, "iter": 76750, "lr": 1e-05, "memory": 7451, "data_time": 0.01668, "decode.loss_ce": 0.15609, "decode.acc_seg": 93.4531, "loss": 0.15609, "time": 0.23481} {"mode": "train", "epoch": 3, "iter": 76800, "lr": 1e-05, "memory": 7451, "data_time": 0.01584, "decode.loss_ce": 0.1546, "decode.acc_seg": 93.52485, "loss": 0.1546, "time": 0.23724} {"mode": "train", "epoch": 3, "iter": 76850, "lr": 1e-05, "memory": 7451, "data_time": 0.01708, "decode.loss_ce": 0.15274, "decode.acc_seg": 93.58613, "loss": 0.15274, "time": 0.23243} {"mode": "train", "epoch": 3, "iter": 76900, "lr": 1e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.15267, "decode.acc_seg": 93.64059, "loss": 0.15267, "time": 0.23456} {"mode": "train", "epoch": 3, "iter": 76950, "lr": 1e-05, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.15137, "decode.acc_seg": 93.62887, "loss": 0.15137, "time": 0.23365} {"mode": "train", "epoch": 3, "iter": 77000, "lr": 1e-05, "memory": 7451, "data_time": 0.01656, "decode.loss_ce": 0.15202, "decode.acc_seg": 93.65422, "loss": 0.15202, "time": 0.24183} {"mode": "train", "epoch": 3, "iter": 77050, "lr": 1e-05, "memory": 7451, "data_time": 0.01678, "decode.loss_ce": 0.15136, "decode.acc_seg": 93.56025, "loss": 0.15136, "time": 0.23332} {"mode": "train", "epoch": 3, "iter": 77100, "lr": 1e-05, "memory": 7451, "data_time": 0.01646, "decode.loss_ce": 0.15042, "decode.acc_seg": 93.6218, "loss": 0.15042, "time": 0.23377} {"mode": "train", "epoch": 3, "iter": 77150, "lr": 1e-05, "memory": 7451, "data_time": 0.01635, "decode.loss_ce": 0.15234, "decode.acc_seg": 93.68037, "loss": 0.15234, "time": 0.24572} {"mode": "train", "epoch": 3, "iter": 77200, "lr": 1e-05, "memory": 7451, "data_time": 0.01605, "decode.loss_ce": 0.15026, "decode.acc_seg": 93.59822, "loss": 0.15026, "time": 0.23574} {"mode": "train", "epoch": 3, "iter": 77250, "lr": 1e-05, "memory": 7451, "data_time": 0.01633, "decode.loss_ce": 0.15295, "decode.acc_seg": 93.5636, "loss": 0.15295, "time": 0.23611} {"mode": "train", "epoch": 3, "iter": 77300, "lr": 1e-05, "memory": 7451, "data_time": 0.01653, "decode.loss_ce": 0.15801, "decode.acc_seg": 93.33942, "loss": 0.15801, "time": 0.23974} {"mode": "train", "epoch": 3, "iter": 77350, "lr": 1e-05, "memory": 7451, "data_time": 0.01659, "decode.loss_ce": 0.15179, "decode.acc_seg": 93.65184, "loss": 0.15179, "time": 0.24239} {"mode": "train", "epoch": 3, "iter": 77400, "lr": 1e-05, "memory": 7451, "data_time": 0.01641, "decode.loss_ce": 0.14927, "decode.acc_seg": 93.65009, "loss": 0.14927, "time": 0.23474} {"mode": "train", "epoch": 3, "iter": 77450, "lr": 1e-05, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.15137, "decode.acc_seg": 93.69183, "loss": 0.15137, "time": 0.23886} {"mode": "train", "epoch": 3, "iter": 77500, "lr": 1e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.15714, "decode.acc_seg": 93.30075, "loss": 0.15714, "time": 0.24401} {"mode": "train", "epoch": 3, "iter": 77550, "lr": 1e-05, "memory": 7451, "data_time": 0.0166, "decode.loss_ce": 0.15453, "decode.acc_seg": 93.42183, "loss": 0.15453, "time": 0.23509} {"mode": "train", "epoch": 3, "iter": 77600, "lr": 1e-05, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.14992, "decode.acc_seg": 93.65449, "loss": 0.14992, "time": 0.23846} {"mode": "train", "epoch": 3, "iter": 77650, "lr": 1e-05, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.15742, "decode.acc_seg": 93.36421, "loss": 0.15742, "time": 0.2322} {"mode": "train", "epoch": 3, "iter": 77700, "lr": 1e-05, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.14958, "decode.acc_seg": 93.82857, "loss": 0.14958, "time": 0.23188} {"mode": "train", "epoch": 3, "iter": 77750, "lr": 0.0, "memory": 7451, "data_time": 0.01638, "decode.loss_ce": 0.15497, "decode.acc_seg": 93.49215, "loss": 0.15497, "time": 0.24068} {"mode": "train", "epoch": 3, "iter": 77800, "lr": 0.0, "memory": 7451, "data_time": 0.01628, "decode.loss_ce": 0.15187, "decode.acc_seg": 93.60647, "loss": 0.15187, "time": 0.24109} {"mode": "train", "epoch": 3, "iter": 77850, "lr": 0.0, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15522, "decode.acc_seg": 93.44775, "loss": 0.15522, "time": 0.23286} {"mode": "train", "epoch": 3, "iter": 77900, "lr": 0.0, "memory": 7451, "data_time": 0.01642, "decode.loss_ce": 0.15251, "decode.acc_seg": 93.60067, "loss": 0.15251, "time": 0.23591} {"mode": "train", "epoch": 3, "iter": 77950, "lr": 0.0, "memory": 7451, "data_time": 0.01654, "decode.loss_ce": 0.1501, "decode.acc_seg": 93.60649, "loss": 0.1501, "time": 0.24461} {"mode": "train", "epoch": 3, "iter": 78000, "lr": 0.0, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.15756, "decode.acc_seg": 93.3146, "loss": 0.15756, "time": 0.23459} {"mode": "train", "epoch": 3, "iter": 78050, "lr": 0.0, "memory": 7451, "data_time": 0.01639, "decode.loss_ce": 0.14789, "decode.acc_seg": 93.63094, "loss": 0.14789, "time": 0.23714} {"mode": "train", "epoch": 3, "iter": 78100, "lr": 0.0, "memory": 7451, "data_time": 0.01662, "decode.loss_ce": 0.15538, "decode.acc_seg": 93.50425, "loss": 0.15538, "time": 0.23686} {"mode": "train", "epoch": 3, "iter": 78150, "lr": 0.0, "memory": 7451, "data_time": 0.0169, "decode.loss_ce": 0.15403, "decode.acc_seg": 93.50818, "loss": 0.15403, "time": 0.24187} {"mode": "train", "epoch": 3, "iter": 78200, "lr": 0.0, "memory": 7451, "data_time": 0.01692, "decode.loss_ce": 0.15448, "decode.acc_seg": 93.60765, "loss": 0.15448, "time": 0.23475} {"mode": "train", "epoch": 3, "iter": 78250, "lr": 0.0, "memory": 7451, "data_time": 0.01698, "decode.loss_ce": 0.15308, "decode.acc_seg": 93.57544, "loss": 0.15308, "time": 0.24562} {"mode": "train", "epoch": 3, "iter": 78300, "lr": 0.0, "memory": 7451, "data_time": 0.01687, "decode.loss_ce": 0.15783, "decode.acc_seg": 93.33564, "loss": 0.15783, "time": 0.23265} {"mode": "train", "epoch": 3, "iter": 78350, "lr": 0.0, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.15183, "decode.acc_seg": 93.60226, "loss": 0.15183, "time": 0.23314} {"mode": "train", "epoch": 3, "iter": 78400, "lr": 0.0, "memory": 7451, "data_time": 0.01614, "decode.loss_ce": 0.15689, "decode.acc_seg": 93.41667, "loss": 0.15689, "time": 0.23858} {"mode": "train", "epoch": 3, "iter": 78450, "lr": 0.0, "memory": 7451, "data_time": 0.01658, "decode.loss_ce": 0.14908, "decode.acc_seg": 93.64487, "loss": 0.14908, "time": 0.23446} {"mode": "train", "epoch": 3, "iter": 78500, "lr": 0.0, "memory": 7451, "data_time": 0.01669, "decode.loss_ce": 0.15384, "decode.acc_seg": 93.60316, "loss": 0.15384, "time": 0.23466} {"mode": "train", "epoch": 3, "iter": 78550, "lr": 0.0, "memory": 7451, "data_time": 0.01644, "decode.loss_ce": 0.15411, "decode.acc_seg": 93.59655, "loss": 0.15411, "time": 0.24621} {"mode": "train", "epoch": 3, "iter": 78600, "lr": 0.0, "memory": 7451, "data_time": 0.0165, "decode.loss_ce": 0.15125, "decode.acc_seg": 93.56442, "loss": 0.15125, "time": 0.23508} {"mode": "train", "epoch": 3, "iter": 78650, "lr": 0.0, "memory": 7451, "data_time": 0.01672, "decode.loss_ce": 0.15475, "decode.acc_seg": 93.42768, "loss": 0.15475, "time": 0.23558} {"mode": "train", "epoch": 3, "iter": 78700, "lr": 0.0, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.15405, "decode.acc_seg": 93.59139, "loss": 0.15405, "time": 0.23736} {"mode": "train", "epoch": 3, "iter": 78750, "lr": 0.0, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.15564, "decode.acc_seg": 93.4152, "loss": 0.15564, "time": 0.24428} {"mode": "train", "epoch": 3, "iter": 78800, "lr": 0.0, "memory": 7451, "data_time": 0.01679, "decode.loss_ce": 0.14994, "decode.acc_seg": 93.76043, "loss": 0.14994, "time": 0.23191} {"mode": "train", "epoch": 3, "iter": 78850, "lr": 0.0, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.14925, "decode.acc_seg": 93.78045, "loss": 0.14925, "time": 0.23876} {"mode": "train", "epoch": 3, "iter": 78900, "lr": 0.0, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.15406, "decode.acc_seg": 93.59705, "loss": 0.15406, "time": 0.2415} {"mode": "train", "epoch": 3, "iter": 78950, "lr": 0.0, "memory": 7451, "data_time": 0.01675, "decode.loss_ce": 0.15434, "decode.acc_seg": 93.50053, "loss": 0.15434, "time": 0.23533} {"mode": "train", "epoch": 3, "iter": 79000, "lr": 0.0, "memory": 7451, "data_time": 0.01598, "decode.loss_ce": 0.1516, "decode.acc_seg": 93.48776, "loss": 0.1516, "time": 0.23332} {"mode": "train", "epoch": 3, "iter": 79050, "lr": 0.0, "memory": 7451, "data_time": 0.01582, "decode.loss_ce": 0.16057, "decode.acc_seg": 93.36844, "loss": 0.16057, "time": 0.24435} {"mode": "train", "epoch": 3, "iter": 79100, "lr": 0.0, "memory": 7451, "data_time": 0.01609, "decode.loss_ce": 0.14631, "decode.acc_seg": 93.85037, "loss": 0.14631, "time": 0.23399} {"mode": "train", "epoch": 3, "iter": 79150, "lr": 0.0, "memory": 7451, "data_time": 0.01599, "decode.loss_ce": 0.15393, "decode.acc_seg": 93.55857, "loss": 0.15393, "time": 0.23839} {"mode": "train", "epoch": 3, "iter": 79200, "lr": 0.0, "memory": 7451, "data_time": 0.01627, "decode.loss_ce": 0.14901, "decode.acc_seg": 93.6438, "loss": 0.14901, "time": 0.23344} {"mode": "train", "epoch": 3, "iter": 79250, "lr": 0.0, "memory": 7451, "data_time": 0.01685, "decode.loss_ce": 0.15208, "decode.acc_seg": 93.62611, "loss": 0.15208, "time": 0.2339} {"mode": "train", "epoch": 3, "iter": 79300, "lr": 0.0, "memory": 7451, "data_time": 0.01724, "decode.loss_ce": 0.15288, "decode.acc_seg": 93.60319, "loss": 0.15288, "time": 0.23218} {"mode": "train", "epoch": 3, "iter": 79350, "lr": 0.0, "memory": 7451, "data_time": 0.01663, "decode.loss_ce": 0.15383, "decode.acc_seg": 93.44333, "loss": 0.15383, "time": 0.24357} {"mode": "train", "epoch": 3, "iter": 79400, "lr": 0.0, "memory": 7451, "data_time": 0.01712, "decode.loss_ce": 0.14957, "decode.acc_seg": 93.7178, "loss": 0.14957, "time": 0.23105} {"mode": "train", "epoch": 3, "iter": 79450, "lr": 0.0, "memory": 7451, "data_time": 0.01694, "decode.loss_ce": 0.151, "decode.acc_seg": 93.65793, "loss": 0.151, "time": 0.23387} {"mode": "train", "epoch": 3, "iter": 79500, "lr": 0.0, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.15567, "decode.acc_seg": 93.54454, "loss": 0.15567, "time": 0.24165} {"mode": "train", "epoch": 3, "iter": 79550, "lr": 0.0, "memory": 7451, "data_time": 0.01686, "decode.loss_ce": 0.14972, "decode.acc_seg": 93.76372, "loss": 0.14972, "time": 0.23208} {"mode": "train", "epoch": 3, "iter": 79600, "lr": 0.0, "memory": 7451, "data_time": 0.01693, "decode.loss_ce": 0.15571, "decode.acc_seg": 93.42488, "loss": 0.15571, "time": 0.23191} {"mode": "train", "epoch": 3, "iter": 79650, "lr": 0.0, "memory": 7451, "data_time": 0.01657, "decode.loss_ce": 0.15609, "decode.acc_seg": 93.53285, "loss": 0.15609, "time": 0.23646} {"mode": "train", "epoch": 3, "iter": 79700, "lr": 0.0, "memory": 7451, "data_time": 0.01688, "decode.loss_ce": 0.15197, "decode.acc_seg": 93.56655, "loss": 0.15197, "time": 0.24128} {"mode": "train", "epoch": 3, "iter": 79750, "lr": 0.0, "memory": 7451, "data_time": 0.01666, "decode.loss_ce": 0.15506, "decode.acc_seg": 93.47397, "loss": 0.15506, "time": 0.23241} {"mode": "train", "epoch": 3, "iter": 79800, "lr": 0.0, "memory": 7451, "data_time": 0.01707, "decode.loss_ce": 0.14874, "decode.acc_seg": 93.83299, "loss": 0.14874, "time": 0.23494} {"mode": "train", "epoch": 3, "iter": 79850, "lr": 0.0, "memory": 7451, "data_time": 0.01691, "decode.loss_ce": 0.15175, "decode.acc_seg": 93.57336, "loss": 0.15175, "time": 0.23878} {"mode": "train", "epoch": 3, "iter": 79900, "lr": 0.0, "memory": 7451, "data_time": 0.01671, "decode.loss_ce": 0.15468, "decode.acc_seg": 93.42174, "loss": 0.15468, "time": 0.23217} {"mode": "train", "epoch": 3, "iter": 79950, "lr": 0.0, "memory": 7451, "data_time": 0.01647, "decode.loss_ce": 0.15412, "decode.acc_seg": 93.45571, "loss": 0.15412, "time": 0.23648} {"mode": "train", "epoch": 3, "iter": 80000, "lr": 0.0, "memory": 7451, "data_time": 0.01625, "decode.loss_ce": 0.15572, "decode.acc_seg": 93.46688, "loss": 0.15572, "time": 0.2433} {"mode": "val", "epoch": 3, "iter": 250, "lr": 0.0, "aAcc": 0.82, "mIoU": 0.4601, "mAcc": 0.5679, "IoU.wall": 0.7644, "IoU.building": 0.8189, "IoU.sky": 0.9391, "IoU.floor": 0.7935, "IoU.tree": 0.7237, "IoU.ceiling": 0.8295, "IoU.road": 0.8287, "IoU.bed ": 0.8818, "IoU.windowpane": 0.6035, "IoU.grass": 0.6878, "IoU.cabinet": 0.5902, "IoU.sidewalk": 0.6523, "IoU.person": 0.7964, "IoU.earth": 0.3552, "IoU.door": 0.4379, "IoU.table": 0.5691, "IoU.mountain": 0.5779, "IoU.plant": 0.5072, "IoU.curtain": 0.7016, "IoU.chair": 0.5682, "IoU.car": 0.8372, "IoU.water": 0.528, "IoU.painting": 0.7086, "IoU.sofa": 0.6565, "IoU.shelf": 0.4181, "IoU.house": 0.3885, "IoU.sea": 0.5745, "IoU.mirror": 0.6656, "IoU.rug": 0.5077, "IoU.field": 0.3194, "IoU.armchair": 0.4366, "IoU.seat": 0.587, "IoU.fence": 0.3897, "IoU.desk": 0.4464, "IoU.rock": 0.3582, "IoU.wardrobe": 0.4168, "IoU.lamp": 0.6176, "IoU.bathtub": 0.7437, "IoU.railing": 0.325, "IoU.cushion": 0.5883, "IoU.base": 0.2003, "IoU.box": 0.2466, "IoU.column": 0.4014, "IoU.signboard": 0.3386, "IoU.chest of drawers": 0.437, "IoU.counter": 0.2432, "IoU.sand": 0.3609, "IoU.sink": 0.7041, "IoU.skyscraper": 0.5159, "IoU.fireplace": 0.7304, "IoU.refrigerator": 0.6785, "IoU.grandstand": 0.449, "IoU.path": 0.1607, "IoU.stairs": 0.2943, "IoU.runway": 0.6857, "IoU.case": 0.3505, "IoU.pool table": 0.9245, "IoU.pillow": 0.5508, "IoU.screen door": 0.6124, "IoU.stairway": 0.2395, "IoU.river": 0.1373, "IoU.bridge": 0.3653, "IoU.bookcase": 0.3323, "IoU.blind": 0.3632, "IoU.coffee table": 0.5521, "IoU.toilet": 0.8427, "IoU.flower": 0.4383, "IoU.book": 0.4386, "IoU.hill": 0.0769, "IoU.bench": 0.4158, "IoU.countertop": 0.5249, "IoU.stove": 0.722, "IoU.palm": 0.4984, "IoU.kitchen island": 0.2483, "IoU.computer": 0.6953, "IoU.swivel chair": 0.3677, "IoU.boat": 0.5557, "IoU.bar": 0.2646, "IoU.arcade machine": 0.5875, "IoU.hovel": 0.2826, "IoU.bus": 0.8673, "IoU.towel": 0.5849, "IoU.light": 0.5207, "IoU.truck": 0.337, "IoU.tower": 0.2323, "IoU.chandelier": 0.6544, "IoU.awning": 0.2018, "IoU.streetlight": 0.2694, "IoU.booth": 0.3902, "IoU.television receiver": 0.6926, "IoU.airplane": 0.5427, "IoU.dirt track": 0.0634, "IoU.apparel": 0.3301, "IoU.pole": 0.2545, "IoU.land": 0.0617, "IoU.bannister": 0.1073, "IoU.escalator": 0.2071, "IoU.ottoman": 0.4763, "IoU.bottle": 0.3568, "IoU.buffet": 0.3663, "IoU.poster": 0.2165, "IoU.stage": 0.0908, "IoU.van": 0.4262, "IoU.ship": 0.2463, "IoU.fountain": 0.1974, "IoU.conveyer belt": 0.7492, "IoU.canopy": 0.1076, "IoU.washer": 0.6581, "IoU.plaything": 0.3072, "IoU.swimming pool": 0.319, "IoU.stool": 0.3962, "IoU.barrel": 0.5126, "IoU.basket": 0.3018, "IoU.waterfall": 0.5181, "IoU.tent": 0.9285, "IoU.bag": 0.1587, "IoU.minibike": 0.6582, "IoU.cradle": 0.8287, "IoU.oven": 0.2754, "IoU.ball": 0.485, "IoU.food": 0.3696, "IoU.step": 0.1223, "IoU.tank": 0.3738, "IoU.trade name": 0.2595, "IoU.microwave": 0.4569, "IoU.pot": 0.3926, "IoU.animal": 0.5461, "IoU.bicycle": 0.531, "IoU.lake": 0.5761, "IoU.dishwasher": 0.6952, "IoU.screen": 0.5016, "IoU.blanket": 0.1408, "IoU.sculpture": 0.4507, "IoU.hood": 0.5997, "IoU.sconce": 0.3649, "IoU.vase": 0.3518, "IoU.traffic light": 0.3375, "IoU.tray": 0.0818, "IoU.ashcan": 0.4347, "IoU.fan": 0.5941, "IoU.pier": 0.3549, "IoU.crt screen": 0.047, "IoU.plate": 0.5032, "IoU.monitor": 0.3824, "IoU.bulletin board": 0.3209, "IoU.shower": 0.0032, "IoU.radiator": 0.5464, "IoU.glass": 0.1273, "IoU.clock": 0.291, "IoU.flag": 0.3818, "Acc.wall": 0.8885, "Acc.building": 0.9252, "Acc.sky": 0.9742, "Acc.floor": 0.9037, "Acc.tree": 0.8708, "Acc.ceiling": 0.9076, "Acc.road": 0.9073, "Acc.bed ": 0.9531, "Acc.windowpane": 0.7771, "Acc.grass": 0.8289, "Acc.cabinet": 0.7144, "Acc.sidewalk": 0.8133, "Acc.person": 0.9304, "Acc.earth": 0.4988, "Acc.door": 0.5813, "Acc.table": 0.7498, "Acc.mountain": 0.7479, "Acc.plant": 0.627, "Acc.curtain": 0.8442, "Acc.chair": 0.7078, "Acc.car": 0.9153, "Acc.water": 0.6702, "Acc.painting": 0.8391, "Acc.sofa": 0.8057, "Acc.shelf": 0.5917, "Acc.house": 0.5132, "Acc.sea": 0.8147, "Acc.mirror": 0.7339, "Acc.rug": 0.598, "Acc.field": 0.453, "Acc.armchair": 0.6251, "Acc.seat": 0.7945, "Acc.fence": 0.5392, "Acc.desk": 0.6324, "Acc.rock": 0.5353, "Acc.wardrobe": 0.5785, "Acc.lamp": 0.7487, "Acc.bathtub": 0.8239, "Acc.railing": 0.43, "Acc.cushion": 0.7136, "Acc.base": 0.2907, "Acc.box": 0.3443, "Acc.column": 0.4927, "Acc.signboard": 0.4713, "Acc.chest of drawers": 0.5886, "Acc.counter": 0.3413, "Acc.sand": 0.4951, "Acc.sink": 0.7923, "Acc.skyscraper": 0.658, "Acc.fireplace": 0.8638, "Acc.refrigerator": 0.7999, "Acc.grandstand": 0.6495, "Acc.path": 0.2229, "Acc.stairs": 0.3938, "Acc.runway": 0.8817, "Acc.case": 0.4032, "Acc.pool table": 0.9586, "Acc.pillow": 0.643, "Acc.screen door": 0.6538, "Acc.stairway": 0.3212, "Acc.river": 0.27, "Acc.bridge": 0.4196, "Acc.bookcase": 0.5045, "Acc.blind": 0.3868, "Acc.coffee table": 0.7579, "Acc.toilet": 0.8985, "Acc.flower": 0.5419, "Acc.book": 0.6638, "Acc.hill": 0.1371, "Acc.bench": 0.4726, "Acc.countertop": 0.6841, "Acc.stove": 0.8031, "Acc.palm": 0.7533, "Acc.kitchen island": 0.4051, "Acc.computer": 0.7959, "Acc.swivel chair": 0.4873, "Acc.boat": 0.6765, "Acc.bar": 0.3089, "Acc.arcade machine": 0.6672, "Acc.hovel": 0.4272, "Acc.bus": 0.9143, "Acc.towel": 0.717, "Acc.light": 0.5907, "Acc.truck": 0.4849, "Acc.tower": 0.3004, "Acc.chandelier": 0.7968, "Acc.awning": 0.2395, "Acc.streetlight": 0.3386, "Acc.booth": 0.4003, "Acc.television receiver": 0.7658, "Acc.airplane": 0.6476, "Acc.dirt track": 0.1972, "Acc.apparel": 0.4846, "Acc.pole": 0.362, "Acc.land": 0.088, "Acc.bannister": 0.1607, "Acc.escalator": 0.2204, "Acc.ottoman": 0.606, "Acc.bottle": 0.4822, "Acc.buffet": 0.3992, "Acc.poster": 0.2858, "Acc.stage": 0.1357, "Acc.van": 0.586, "Acc.ship": 0.33, "Acc.fountain": 0.2006, "Acc.conveyer belt": 0.8686, "Acc.canopy": 0.1372, "Acc.washer": 0.674, "Acc.plaything": 0.4454, "Acc.swimming pool": 0.5968, "Acc.stool": 0.5242, "Acc.barrel": 0.6873, "Acc.basket": 0.3771, "Acc.waterfall": 0.6179, "Acc.tent": 0.9679, "Acc.bag": 0.2079, "Acc.minibike": 0.809, "Acc.cradle": 0.964, "Acc.oven": 0.6216, "Acc.ball": 0.5567, "Acc.food": 0.4209, "Acc.step": 0.1385, "Acc.tank": 0.3988, "Acc.trade name": 0.3023, "Acc.microwave": 0.4793, "Acc.pot": 0.4645, "Acc.animal": 0.5736, "Acc.bicycle": 0.6616, "Acc.lake": 0.6353, "Acc.dishwasher": 0.7414, "Acc.screen": 0.6478, "Acc.blanket": 0.1652, "Acc.sculpture": 0.655, "Acc.hood": 0.6473, "Acc.sconce": 0.4246, "Acc.vase": 0.5338, "Acc.traffic light": 0.5441, "Acc.tray": 0.2139, "Acc.ashcan": 0.5617, "Acc.fan": 0.6884, "Acc.pier": 0.5246, "Acc.crt screen": 0.1075, "Acc.plate": 0.6488, "Acc.monitor": 0.4568, "Acc.bulletin board": 0.3976, "Acc.shower": 0.0033, "Acc.radiator": 0.6243, "Acc.glass": 0.1384, "Acc.clock": 0.3525, "Acc.flag": 0.4098}