Pre-trained model log file needed

Question

Pre-trained model log file needed

Opened this issue 4 months ago · 0 comments

Thanks,

To create this excellent project.
I am trying to train a model using the Swin Transformer with a 640x640 backbone on the ADE20K dataset.
I have looked at the training log file for the '250_16_swin_l_oneformer_ade20k_160k.pth' model.
I trained the model, but its log shows accuracy like this:

[05/10 11:58:44] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 3.14323348561091, 'fwIoU': 32.68046229522678, 'IoU-wall': 49.526704031060774, 'BoundaryIoU-wall': 71.06900374538387, 'min(IoU, B-Iou)-wall': 49.526704031060774, 'IoU-building': 42.28687389020654, 'BoundaryIoU-building': 7.754433532094243, 'min(IoU, B-Iou)-building': 7.754433532094243, 'IoU-sky': 87.3415997910543, 'BoundaryIoU-sky': 0.0, 'min(IoU, B-Iou)-sky': 0.0, 'IoU-floor': 62.833805514678446, 'BoundaryIoU-floor': 0.0, 'min(IoU, B-Iou)-floor': 0.0, 'IoU-tree': 34.14033873239802, 'BoundaryIoU-tree': 0.0, 'min(IoU, B-Iou)-tree': 0.0, 'IoU-ceiling': 45.856118364352085, 'BoundaryIoU-ceiling': 0.0, 'min(IoU, B-Iou)-ceiling': 0.0, 'IoU-road, route': 42.28508456701767, 'BoundaryIoU-road, route': 0.0, 'min(IoU, B-Iou)-road, route': 0.0, 'IoU-bed': 0.0, 'BoundaryIoU-bed': 0.0, 'min(IoU, B-Iou)-bed': 0.0, 'IoU-window ': 19.74218277403846, 'BoundaryIoU-window ': 0.0, 'min(IoU, B-Iou)-window ': 0.0, 'IoU-grass': 0.11924911123694752, 'BoundaryIoU-grass': 0.0, 'min(IoU, B-Iou)-grass': 0.0, 'IoU-cabinet': 8.997746681157858, 'BoundaryIoU-cabinet': 0.0, 'min(IoU, B-Iou)-cabinet': 0.0, 'IoU-sidewalk, pavement': 0.007046009665985467, 'BoundaryIoU-sidewalk, pavement': 0.0, 'min(IoU, B-Iou)-sidewalk, pavement': 0.0, 'IoU-person': 17.89483392023041, 'BoundaryIoU-person': 0.0, 'min(IoU, B-Iou)-person': 0.0, 'IoU-earth, ground': 0.0, 'BoundaryIoU-earth, ground': 0.0, 'min(IoU, B-Iou)-earth, ground': 0.0, 'IoU-door': 0.0, 'BoundaryIoU-door': 0.0, 'min(IoU, B-Iou)-door': 0.0, 'IoU-table': 1.4948043592781728, 'BoundaryIoU-table': 0.0, 'min(IoU, B-Iou)-table': 0.0, 'IoU-mountain, mount': 0.0, 'BoundaryIoU-mountain, mount': 0.0, 'min(IoU, B-Iou)-mountain, mount': 0.0, 'IoU-plant': 0.0, 'BoundaryIoU-plant': 0.0, 'min(IoU, B-Iou)-plant': 0.0, 'IoU-curtain': 0.0, 'BoundaryIoU-curtain': 0.0, 'min(IoU, B-Iou)-curtain': 0.0, 'IoU-chair': 8.99601378395855, 'BoundaryIoU-chair': 0.0, 'min(IoU, B-Iou)-chair': 0.0, 'IoU-car': 25.17406841506563, 'BoundaryIoU-car': 0.0, 'min(IoU, B-Iou)-car': 0.0, 'IoU-water': 0.0, 'BoundaryIoU-water': 0.0, 'min(IoU, B-Iou)-water': 0.0, 'IoU-painting, picture': 15.762088741517646, 'BoundaryIoU-painting, picture': 0.0, 'min(IoU, B-Iou)-painting, picture': 0.0, 'IoU-sofa': 0.0, 'BoundaryIoU-sofa': 0.0, 'min(IoU, B-Iou)-sofa': 0.0, 'IoU-shelf': 0.0, 'BoundaryIoU-shelf': 0.0, 'min(IoU, B-Iou)-shelf': 0.0, 'IoU-house': 0.0, 'BoundaryIoU-house': 0.0, 'min(IoU, B-Iou)-house': 0.0, 'IoU-sea': 0.0, 'BoundaryIoU-sea': 0.0, 'min(IoU, B-Iou)-sea': 0.0, 'IoU-mirror': 0.0, 'BoundaryIoU-mirror': 0.0, 'min(IoU, B-Iou)-mirror': 0.0, 'IoU-rug': 0.0, 'BoundaryIoU-rug': 0.0, 'min(IoU, B-Iou)-rug': 0.0, 'IoU-field': 0.0, 'BoundaryIoU-field': 0.0, 'min(IoU, B-Iou)-field': 0.0, 'IoU-armchair': 0.0, 'BoundaryIoU-armchair': 0.0, 'min(IoU, B-Iou)-armchair': 0.0, 'IoU-seat': 0.0, 'BoundaryIoU-seat': 0.0, 'min(IoU, B-Iou)-seat': 0.0, 'IoU-fence': 0.0, 'BoundaryIoU-fence': 0.0, 'min(IoU, B-Iou)-fence': 0.0, 'IoU-desk': 0.0, 'BoundaryIoU-desk': 0.0, 'min(IoU, B-Iou)-desk': 0.0, 'IoU-rock, stone': 0.0, 'BoundaryIoU-rock, stone': 0.0, 'min(IoU, B-Iou)-rock, stone': 0.0, 'IoU-wardrobe, closet, press': 0.0, 'BoundaryIoU-wardrobe, closet, press': 0.0, 'min(IoU, B-Iou)-wardrobe, closet, press': 0.0, 'IoU-lamp': 0.0, 'BoundaryIoU-lamp': 0.0, 'min(IoU, B-Iou)-lamp': 0.0, 'IoU-tub': 0.0, 'BoundaryIoU-tub': 0.0, 'min(IoU, B-Iou)-tub': 0.0, 'IoU-rail': 0.0, 'BoundaryIoU-rail': 0.0, 'min(IoU, B-Iou)-rail': 0.0, 'IoU-cushion': 0.0, 'BoundaryIoU-cushion': 0.0, 'min(IoU, B-Iou)-cushion': 0.0, 'IoU-base, pedestal, stand': 0.0, 'BoundaryIoU-base, pedestal, stand': 0.0, 'min(IoU, B-Iou)-base, pedestal, stand': 0.0, 'IoU-box': 0.0, 'BoundaryIoU-box': 0.0, 'min(IoU, B-Iou)-box': 0.0, 'IoU-column, pillar': 0.0, 'BoundaryIoU-column, pillar': 0.0, 'min(IoU, B-Iou)-column, pillar': 0.0, 'IoU-signboard, sign': 0.1752088523910669, 'BoundaryIoU-signboard, sign': 0.0, 'min(IoU, B-Iou)-signboard, sign': 0.0, 'IoU-chest of drawers, chest, bureau, dresser': 0.0, 'BoundaryIoU-chest of drawers, chest, bureau, dresser': 0.0, 'min(IoU, B-Iou)-chest of drawers, chest, bureau, dresser': 0.0, 'IoU-counter': 0.0, 'BoundaryIoU-counter': 0.0, 'min(IoU, B-Iou)-counter': 0.0, 'IoU-sand': 0.0, 'BoundaryIoU-sand': 0.0, 'min(IoU, B-Iou)-sand': 0.0, 'IoU-sink': 0.0, 'BoundaryIoU-sink': 0.0, 'min(IoU, B-Iou)-sink': 0.0, 'IoU-skyscraper': 0.0, 'BoundaryIoU-skyscraper': 0.0, 'min(IoU, B-Iou)-skyscraper': 0.0, 'IoU-fireplace': 0.0, 'BoundaryIoU-fireplace': 0.0, 'min(IoU, B-Iou)-fireplace': 0.0, 'IoU-refrigerator, icebox': 0.0, 'BoundaryIoU-refrigerator, icebox': 0.0, 'min(IoU, B-Iou)-refrigerator, icebox': 0.0, 'IoU-grandstand, covered stand': 0.0, 'BoundaryIoU-grandstand, covered stand': 0.0, 'min(IoU, B-Iou)-grandstand, covered stand': 0.0, 'IoU-path': 0.0, 'BoundaryIoU-path': 0.0, 'min(IoU, B-Iou)-path': 0.0, 'IoU-stairs': 0.0, 'BoundaryIoU-stairs': 0.0, 'min(IoU, B-Iou)-stairs': 0.0, 'IoU-runway': 0.0, 'BoundaryIoU-runway': 0.0, 'min(IoU, B-Iou)-runway': 0.0, 'IoU-case, display case, showcase, vitrine': 0.0, 'BoundaryIoU-case, display case, showcase, vitrine': 0.0, 'min(IoU, B-Iou)-case, display case, showcase, vitrine': 0.0, 'IoU-pool table, billiard table, snooker table': 0.0, 'BoundaryIoU-pool table, billiard table, snooker table': 0.0, 'min(IoU, B-Iou)-pool table, billiard table, snooker table': 0.0, 'IoU-pillow': 0.0, 'BoundaryIoU-pillow': 0.0, 'min(IoU, B-Iou)-pillow': 0.0, 'IoU-screen door, screen': 0.0, 'BoundaryIoU-screen door, screen': 0.0, 'min(IoU, B-Iou)-screen door, screen': 0.0, 'IoU-stairway, staircase': 0.0, 'BoundaryIoU-stairway, staircase': 0.0, 'min(IoU, B-Iou)-stairway, staircase': 0.0, 'IoU-river': 0.0, 'BoundaryIoU-river': 0.0, 'min(IoU, B-Iou)-river': 0.0, 'IoU-bridge, span': 0.0, 'BoundaryIoU-bridge, span': 0.0, 'min(IoU, B-Iou)-bridge, span': 0.0, 'IoU-bookcase': 0.0, 'BoundaryIoU-bookcase': 0.0, 'min(IoU, B-Iou)-bookcase': 0.0, 'IoU-blind, screen': 0.0, 'BoundaryIoU-blind, screen': 0.0, 'min(IoU, B-Iou)-blind, screen': 0.0, 'IoU-coffee table': 0.0, 'BoundaryIoU-coffee table': 0.0, 'min(IoU, B-Iou)-coffee table': 0.0, 'IoU-toilet, can, commode, crapper, pot, potty, stool, throne': 0.0, 'BoundaryIoU-toilet, can, commode, crapper, pot, potty, stool, throne': 0.0, 'min(IoU, B-Iou)-toilet, can, commode, crapper, pot, potty, stool, throne': 0.0, 'IoU-flower': 0.0, 'BoundaryIoU-flower': 0.0, 'min(IoU, B-Iou)-flower': 0.0, 'IoU-book': 0.0, 'BoundaryIoU-book': 0.0, 'min(IoU, B-Iou)-book': 0.0, 'IoU-hill': 0.0, 'BoundaryIoU-hill': 0.0, 'min(IoU, B-Iou)-hill': 0.0, 'IoU-bench': 0.0, 'BoundaryIoU-bench': 0.0, 'min(IoU, B-Iou)-bench': 0.0, 'IoU-countertop': 0.0, 'BoundaryIoU-countertop': 0.0, 'min(IoU, B-Iou)-countertop': 0.0, 'IoU-stove': 0.0, 'BoundaryIoU-stove': 0.0, 'min(IoU, B-Iou)-stove': 0.0, 'IoU-palm, palm tree': 0.0, 'BoundaryIoU-palm, palm tree': 0.0, 'min(IoU, B-Iou)-palm, palm tree': 0.0, 'IoU-kitchen island': 0.0, 'BoundaryIoU-kitchen island': 0.0, 'min(IoU, B-Iou)-kitchen island': 0.0, 'IoU-computer': 0.0, 'BoundaryIoU-computer': 0.0, 'min(IoU, B-Iou)-computer': 0.0, 'IoU-swivel chair': 0.0, 'BoundaryIoU-swivel chair': 0.0, 'min(IoU, B-Iou)-swivel chair': 0.0, 'IoU-boat': 0.0, 'BoundaryIoU-boat': 0.0, 'min(IoU, B-Iou)-boat': 0.0, 'IoU-bar': 0.0, 'BoundaryIoU-bar': 0.0, 'min(IoU, B-Iou)-bar': 0.0, 'IoU-arcade machine': 0.0, 'BoundaryIoU-arcade machine': 0.0, 'min(IoU, B-Iou)-arcade machine': 0.0, 'IoU-hovel, hut, hutch, shack, shanty': 0.0, 'BoundaryIoU-hovel, hut, hutch, shack, shanty': 0.0, 'min(IoU, B-Iou)-hovel, hut, hutch, shack, shanty': 0.0, 'IoU-bus': 0.0, 'BoundaryIoU-bus': 0.0, 'min(IoU, B-Iou)-bus': 0.0, 'IoU-towel': 0.0, 'BoundaryIoU-towel': 0.0, 'min(IoU, B-Iou)-towel': 0.0, 'IoU-light': 6.984872545225013, 'BoundaryIoU-light': 0.0, 'min(IoU, B-Iou)-light': 0.0, 'IoU-truck': 0.0, 'BoundaryIoU-truck': 0.0, 'min(IoU, B-Iou)-truck': 0.0, 'IoU-tower': 0.0, 'BoundaryIoU-tower': 0.0, 'min(IoU, B-Iou)-tower': 0.0, 'IoU-chandelier': 0.0, 'BoundaryIoU-chandelier': 0.0, 'min(IoU, B-Iou)-chandelier': 0.0, 'IoU-awning, sunshade, sunblind': 0.0, 'BoundaryIoU-awning, sunshade, sunblind': 0.0, 'min(IoU, B-Iou)-awning, sunshade, sunblind': 0.0, 'IoU-street lamp': 1.8663827571029241, 'BoundaryIoU-street lamp': 0.0, 'min(IoU, B-Iou)-street lamp': 0.0, 'IoU-booth': 0.0, 'BoundaryIoU-booth': 0.0, 'min(IoU, B-Iou)-booth': 0.0, 'IoU-tv': 0.0, 'BoundaryIoU-tv': 0.0, 'min(IoU, B-Iou)-tv': 0.0, 'IoU-plane': 0.0, 'BoundaryIoU-plane': 0.0, 'min(IoU, B-Iou)-plane': 0.0, 'IoU-dirt track': 0.0, 'BoundaryIoU-dirt track': 0.0, 'min(IoU, B-Iou)-dirt track': 0.0, 'IoU-clothes': 0.0, 'BoundaryIoU-clothes': 0.0, 'min(IoU, B-Iou)-clothes': 0.0, 'IoU-pole': 0.0, 'BoundaryIoU-pole': 0.0, 'min(IoU, B-Iou)-pole': 0.0, 'IoU-land, ground, soil': 0.0, 'BoundaryIoU-land, ground, soil': 0.0, 'min(IoU, B-Iou)-land, ground, soil': 0.0, 'IoU-bannister, banister, balustrade, balusters, handrail': 0.0, 'BoundaryIoU-bannister, banister, balustrade, balusters, handrail': 0.0, 'min(IoU, B-Iou)-bannister, banister, balustrade, balusters, handrail': 0.0, 'IoU-escalator, moving staircase, moving stairway': 0.0, 'BoundaryIoU-escalator, moving staircase, moving stairway': 0.0, 'min(IoU, B-Iou)-escalator, moving staircase, moving stairway': 0.0, 'IoU-ottoman, pouf, pouffe, puff, hassock': 0.0, 'BoundaryIoU-ottoman, pouf, pouffe, puff, hassock': 0.0, 'min(IoU, B-Iou)-ottoman, pouf, pouffe, puff, hassock': 0.0, 'IoU-bottle': 0.0, 'BoundaryIoU-bottle': 0.0, 'min(IoU, B-Iou)-bottle': 0.0, 'IoU-buffet, counter, sideboard': 0.0, 'BoundaryIoU-buffet, counter, sideboard': 0.0, 'min(IoU, B-Iou)-buffet, counter, sideboard': 0.0, 'IoU-poster, posting, placard, notice, bill, card': 0.0, 'BoundaryIoU-poster, posting, placard, notice, bill, card': 0.0, 'min(IoU, B-Iou)-poster, posting, placard, notice, bill, card': 0.0, 'IoU-stage': 0.0, 'BoundaryIoU-stage': 0.0, 'min(IoU, B-Iou)-stage': 0.0, 'IoU-van': 0.0, 'BoundaryIoU-van': 0.0, 'min(IoU, B-Iou)-van': 0.0, 'IoU-ship': 0.0, 'BoundaryIoU-ship': 0.0, 'min(IoU, B-Iou)-ship': 0.0, 'IoU-fountain': 0.0, 'BoundaryIoU-fountain': 0.0, 'min(IoU, B-Iou)-fountain': 0.0, 'IoU-conveyer belt, conveyor belt, conveyer, conveyor, transporter': 0.0, 'BoundaryIoU-conveyer belt, conveyor belt, conveyer, conveyor, transporter': 0.0, 'min(IoU, B-Iou)-conveyer belt, conveyor belt, conveyer, conveyor, transporter': 0.0, 'IoU-canopy': 0.0, 'BoundaryIoU-canopy': 0.0, 'min(IoU, B-Iou)-canopy': 0.0, 'IoU-washer, automatic washer, washing machine': 0.0, 'BoundaryIoU-washer, automatic washer, washing machine': 0.0, 'min(IoU, B-Iou)-washer, automatic washer, washing machine': 0.0, 'IoU-plaything, toy': 0.0, 'BoundaryIoU-plaything, toy': 0.0, 'min(IoU, B-Iou)-plaything, toy': 0.0, 'IoU-pool': 0.0, 'BoundaryIoU-pool': 0.0, 'min(IoU, B-Iou)-pool': 0.0, 'IoU-stool': 0.0, 'BoundaryIoU-stool': 0.0, 'min(IoU, B-Iou)-stool': 0.0, 'IoU-barrel, cask': 0.0, 'BoundaryIoU-barrel, cask': 0.0, 'min(IoU, B-Iou)-barrel, cask': 0.0, 'IoU-basket, handbasket': 0.0, 'BoundaryIoU-basket, handbasket': 0.0, 'min(IoU, B-Iou)-basket, handbasket': 0.0, 'IoU-falls': 0.0, 'BoundaryIoU-falls': 0.0, 'min(IoU, B-Iou)-falls': 0.0, 'IoU-tent': 0.0, 'BoundaryIoU-tent': 0.0, 'min(IoU, B-Iou)-tent': 0.0, 'IoU-bag': 0.0, 'BoundaryIoU-bag': 0.0, 'min(IoU, B-Iou)-bag': 0.0, 'IoU-minibike, motorbike': 0.0, 'BoundaryIoU-minibike, motorbike': 0.0, 'min(IoU, B-Iou)-minibike, motorbike': 0.0, 'IoU-cradle': 0.0, 'BoundaryIoU-cradle': 0.0, 'min(IoU, B-Iou)-cradle': 0.0, 'IoU-oven': 0.0, 'BoundaryIoU-oven': 0.0, 'min(IoU, B-Iou)-oven': 0.0, 'IoU-ball': 0.0, 'BoundaryIoU-ball': 0.0, 'min(IoU, B-Iou)-ball': 0.0, 'IoU-food, solid food': 0.0, 'BoundaryIoU-food, solid food': 0.0, 'min(IoU, B-Iou)-food, solid food': 0.0, 'IoU-step, stair': 0.0, 'BoundaryIoU-step, stair': 0.0, 'min(IoU, B-Iou)-step, stair': 0.0, 'IoU-tank, storage tank': 0.0, 'BoundaryIoU-tank, storage tank': 0.0, 'min(IoU, B-Iou)-tank, storage tank': 0.0, 'IoU-trade name': 0.0, 'BoundaryIoU-trade name': 0.0, 'min(IoU, B-Iou)-trade name': 0.0, 'IoU-microwave': 0.0, 'BoundaryIoU-microwave': 0.0, 'min(IoU, B-Iou)-microwave': 0.0, 'IoU-pot': 0.0, 'BoundaryIoU-pot': 0.0, 'min(IoU, B-Iou)-pot': 0.0, 'IoU-animal': 0.0, 'BoundaryIoU-animal': 0.0, 'min(IoU, B-Iou)-animal': 0.0, 'IoU-bicycle': 0.0, 'BoundaryIoU-bicycle': 0.0, 'min(IoU, B-Iou)-bicycle': 0.0, 'IoU-lake': 0.0, 'BoundaryIoU-lake': 0.0, 'min(IoU, B-Iou)-lake': 0.0, 'IoU-dishwasher': 0.0, 'BoundaryIoU-dishwasher': 0.0, 'min(IoU, B-Iou)-dishwasher': 0.0, 'IoU-screen': 0.0, 'BoundaryIoU-screen': 0.0, 'min(IoU, B-Iou)-screen': 0.0, 'IoU-blanket, cover': 0.0, 'BoundaryIoU-blanket, cover': 0.0, 'min(IoU, B-Iou)-blanket, cover': 0.0, 'IoU-sculpture': 0.0, 'BoundaryIoU-sculpture': 0.0, 'min(IoU, B-Iou)-sculpture': 0.0, 'IoU-hood, exhaust hood': 0.0, 'BoundaryIoU-hood, exhaust hood': 0.0, 'min(IoU, B-Iou)-hood, exhaust hood': 0.0, 'IoU-sconce': 0.0, 'BoundaryIoU-sconce': 0.0, 'min(IoU, B-Iou)-sconce': 0.0, 'IoU-vase': 0.0, 'BoundaryIoU-vase': 0.0, 'min(IoU, B-Iou)-vase': 0.0, 'IoU-traffic light': 0.0, 'BoundaryIoU-traffic light': 0.0, 'min(IoU, B-Iou)-traffic light': 0.0, 'IoU-tray': 0.0, 'BoundaryIoU-tray': 0.0, 'min(IoU, B-Iou)-tray': 0.0, 'IoU-trash can': 0.0, 'BoundaryIoU-trash can': 0.0, 'min(IoU, B-Iou)-trash can': 0.0, 'IoU-fan': 0.0, 'BoundaryIoU-fan': 0.0, 'min(IoU, B-Iou)-fan': 0.0, 'IoU-pier': 0.0, 'BoundaryIoU-pier': 0.0, 'min(IoU, B-Iou)-pier': 0.0, 'IoU-crt screen': 0.0, 'BoundaryIoU-crt screen': 0.0, 'min(IoU, B-Iou)-crt screen': 0.0, 'IoU-plate': 0.0, 'BoundaryIoU-plate': 0.0, 'min(IoU, B-Iou)-plate': 0.0, 'IoU-monitor': 0.0, 'BoundaryIoU-monitor': 0.0, 'min(IoU, B-Iou)-monitor': 0.0, 'IoU-bulletin board': 0.0, 'BoundaryIoU-bulletin board': 0.0, 'min(IoU, B-Iou)-bulletin board': 0.0, 'IoU-shower': 0.0, 'BoundaryIoU-shower': 0.0, 'min(IoU, B-Iou)-shower': 0.0, 'IoU-radiator': 0.0, 'BoundaryIoU-radiator': 0.0, 'min(IoU, B-Iou)-radiator': 0.0, 'IoU-glass, drinking glass': 0.0, 'BoundaryIoU-glass, drinking glass': 0.0, 'min(IoU, B-Iou)-glass, drinking glass': 0.0, 'IoU-clock': 0.0, 'BoundaryIoU-clock': 0.0, 'min(IoU, B-Iou)-clock': 0.0, 'IoU-flag': 0.0, 'BoundaryIoU-flag': 0.0, 'min(IoU, B-Iou)-flag': 0.0, 'mACC': 5.2545154014177555, 'pACC': 50.873973587306324, 'ACC-wall': 88.02372489257995, 'ACC-building': 81.80721532705331, 'ACC-sky': 93.73078706197266, 'ACC-floor': 86.79793538163351, 'ACC-tree': 46.96561353455366, 'ACC-ceiling': 51.09139464390754, 'ACC-road, route': 92.52844235213348, 'ACC-bed': 0.0, 'ACC-window ': 34.9214544151552, 'ACC-grass': 0.11935837280979734, 'ACC-cabinet': 17.432120057890625, 'ACC-sidewalk, pavement': 0.007051494184396832, 'ACC-person': 28.38257855636625, 'ACC-earth, ground': 0.0, 'ACC-door': 0.0, 'ACC-table': 1.8926509430971021, 'ACC-mountain, mount': 0.0, 'ACC-plant': 0.0, 'ACC-curtain': 0.0, 'ACC-chair': 73.29790384172219, 'ACC-car': 41.953362482673406, 'ACC-water': 0.0, 'ACC-painting, picture': 29.08321198786557, 'ACC-sofa': 0.0, 'ACC-shelf': 0.0, 'ACC-house': 0.0, 'ACC-sea': 0.0, 'ACC-mirror': 0.0, 'ACC-rug': 0.0, 'ACC-field': 0.0, 'ACC-armchair': 0.0, 'ACC-seat': 0.0, 'ACC-fence': 0.0, 'ACC-desk': 0.0, 'ACC-rock, stone': 0.0, 'ACC-wardrobe, closet, press': 0.0, 'ACC-lamp': 0.0, 'ACC-tub': 0.0, 'ACC-rail': 0.0, 'ACC-cushion': 0.0, 'ACC-base, pedestal, stand': 0.0, 'ACC-box': 0.0, 'ACC-column, pillar': 0.0, 'ACC-signboard, sign': 0.1764362787984835, 'ACC-chest of drawers, chest, bureau, dresser': 0.0, 'ACC-counter': 0.0, 'ACC-sand': 0.0, 'ACC-sink': 0.0, 'ACC-skyscraper': 0.0, 'ACC-fireplace': 0.0, 'ACC-refrigerator, icebox': 0.0, 'ACC-grandstand, covered stand': 0.0, 'ACC-path': 0.0, 'ACC-stairs': 0.0, 'ACC-runway': 0.0, 'ACC-case, display case, showcase, vitrine': 0.0, 'ACC-pool table, billiard table, snooker table': 0.0, 'ACC-pillow': 0.0, 'ACC-screen door, screen': 0.0, 'ACC-stairway, staircase': 0.0, 'ACC-river': 0.0, 'ACC-bridge, span': 0.0, 'ACC-bookcase': 0.0, 'ACC-blind, screen': 0.0, 'ACC-coffee table': 0.0, 'ACC-toilet, can, commode, crapper, pot, potty, stool, throne': 0.0, 'ACC-flower': 0.0, 'ACC-book': 0.0, 'ACC-hill': 0.0, 'ACC-bench': 0.0, 'ACC-countertop': 0.0, 'ACC-stove': 0.0, 'ACC-palm, palm tree': 0.0, 'ACC-kitchen island': 0.0, 'ACC-computer': 0.0, 'ACC-swivel chair': 0.0, 'ACC-boat': 0.0, 'ACC-bar': 0.0, 'ACC-arcade machine': 0.0, 'ACC-hovel, hut, hutch, shack, shanty': 0.0, 'ACC-bus': 0.0, 'ACC-towel': 0.0, 'ACC-light': 17.902397756376825, 'ACC-truck': 0.0, 'ACC-tower': 0.0, 'ACC-chandelier': 0.0, 'ACC-awning, sunshade, sunblind': 0.0, 'ACC-street lamp': 2.063670831889435, 'ACC-booth': 0.0, 'ACC-tv': 0.0, 'ACC-plane': 0.0, 'ACC-dirt track': 0.0, 'ACC-clothes': 0.0, 'ACC-pole': 0.0, 'ACC-land, ground, soil': 0.0, 'ACC-bannister, banister, balustrade, balusters, handrail': 0.0, 'ACC-escalator, moving staircase, moving stairway': 0.0, 'ACC-ottoman, pouf, pouffe, puff, hassock': 0.0, 'ACC-bottle': 0.0, 'ACC-buffet, counter, sideboard': 0.0, 'ACC-poster, posting, placard, notice, bill, card': 0.0, 'ACC-stage': 0.0, 'ACC-van': 0.0, 'ACC-ship': 0.0, 'ACC-fountain': 0.0, 'ACC-conveyer belt, conveyor belt, conveyer, conveyor, transporter': 0.0, 'ACC-canopy': 0.0, 'ACC-washer, automatic washer, washing machine': 0.0, 'ACC-plaything, toy': 0.0, 'ACC-pool': 0.0, 'ACC-stool': 0.0, 'ACC-barrel, cask': 0.0, 'ACC-basket, handbasket': 0.0, 'ACC-falls': 0.0, 'ACC-tent': 0.0, 'ACC-bag': 0.0, 'ACC-minibike, motorbike': 0.0, 'ACC-cradle': 0.0, 'ACC-oven': 0.0, 'ACC-ball': 0.0, 'ACC-food, solid food': 0.0, 'ACC-step, stair': 0.0, 'ACC-tank, storage tank': 0.0, 'ACC-trade name': 0.0, 'ACC-microwave': 0.0, 'ACC-pot': 0.0, 'ACC-animal': 0.0, 'ACC-bicycle': 0.0, 'ACC-lake': 0.0, 'ACC-dishwasher': 0.0, 'ACC-screen': 0.0, 'ACC-blanket, cover': 0.0, 'ACC-sculpture': 0.0, 'ACC-hood, exhaust hood': 0.0, 'ACC-sconce': 0.0, 'ACC-vase': 0.0, 'ACC-traffic light': 0.0, 'ACC-tray': 0.0, 'ACC-trash can': 0.0, 'ACC-fan': 0.0, 'ACC-pier': 0.0, 'ACC-crt screen': 0.0, 'ACC-plate': 0.0, 'ACC-monitor': 0.0, 'ACC-bulletin board': 0.0, 'ACC-shower': 0.0, 'ACC-radiator': 0.0, 'ACC-glass, drinking glass': 0.0, 'ACC-clock': 0.0, 'ACC-flag': 0.0})])