-
Notifications
You must be signed in to change notification settings - Fork 0
/
log.txt
12 lines (12 loc) · 37.9 KB
/
log.txt
1
2
3
4
5
6
7
8
9
10
11
12
{"epoch": 1, "train_box_acc_6_1": 80.03701198167154, "train_box_matched_qry_6_1": 8.686231918305579, "train_box_matched_tgt_6_1": 89.61487174885096, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.65788258228994, "train_ref_acc_6_2_0": 83.62973305931695, "train_ref_acc_6_2_1": 85.56461656853067, "train_ref_acc_6_2_2": 80.63496540174197, "train_ref_acc_6_2_3": 77.31237186454202, "train_ref_loss_6_2_0": 4.809451714565646, "train_ref_loss_6_2_1": 5.0896490493621895, "train_ref_loss_6_2_2": 6.560737451330036, "train_ref_loss_6_2_3": 7.120553770303189, "train_seg_acc_6_2_0": 85.4052039263988, "train_seg_acc_6_2_1": 83.71110607191656, "train_seg_acc_6_2_2": 76.44940027102564, "train_seg_acc_6_2_3": 68.62536270393218, "train_seg_loss_6_2_0": 4.377439735331832, "train_seg_loss_6_2_1": 7.954918194319446, "train_seg_loss_6_2_2": 10.332274019400968, "train_seg_loss_6_2_3": 15.819903063857302, "train_sel_tgt_found": 86.72173034377275, "train_box_loss_6_1": 15.29601357914971, "train_cls_loss_6_0": 29.127550635017716, "train_ref_loss_6_2": 23.580391985216618, "train_seg_loss_6_2": 38.484535011859556, "train_sel_loss": 15.616034306669183, "train_loss": 122.10452553891699, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 82.87820162963867, "eval_box_matched_qry_6_1": 10.02030000858307, "eval_box_matched_tgt_6_1": 91.88355506820679, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.17663570251464, "eval_ref_acc_6_2_0": 84.8389462463379, "eval_ref_acc_6_2_1": 84.93345445098878, "eval_ref_acc_6_2_2": 78.83109981384277, "eval_ref_acc_6_2_3": 75.3972497756958, "eval_ref_loss_6_2_0": 5.256324682879448, "eval_ref_loss_6_2_1": 6.1136832782506945, "eval_ref_loss_6_2_2": 7.918275985914469, "eval_ref_loss_6_2_3": 8.473040986132622, "eval_seg_acc_6_2_0": 87.32910154113769, "eval_seg_acc_6_2_1": 84.93866719055175, "eval_seg_acc_6_2_2": 77.11945771636962, "eval_seg_acc_6_2_3": 69.17684091415406, "eval_seg_loss_6_2_0": 4.540795240616799, "eval_seg_loss_6_2_1": 8.862247733569145, "eval_seg_loss_6_2_2": 11.7969324842453, "eval_seg_loss_6_2_3": 18.10122004561424, "eval_sel_tgt_found": 89.50912569732667, "eval_box_loss_6_1": 14.813104552137851, "eval_cls_loss_6_0": 28.511358404254914, "eval_ref_loss_6_2": 27.761324975061417, "eval_seg_loss_6_2": 43.30119550266266, "eval_sel_loss": 16.01680011062622, "eval_loss": 130.40378342132567, "eval_eval_1_bbox": [0.31425740533401647, 0.4677376312373365, 0.3462192741400978, 0.18387171118282972, 0.3549057158893727, 0.41415698052240063, 0.28927056068539914, 0.48347473831118365, 0.5139944078467285, 0.29995023118082004, 0.5519963041353916, 0.6955290441524515], "eval_eval_2_bbox": [0.31742908442788514, 0.458968068599823, 0.3464988235680121, 0.15501615428487225, 0.3452889617265678, 0.46061977311789076, 0.2947791959363719, 0.49391485373437277, 0.5241159509854254, 0.301211523382498, 0.5626387392010289, 0.7224716940790001], "eval_eval_2_segm": [0.29752924960706423, 0.4508916129075411, 0.32392800964822527, 0.13433173486543754, 0.32545243979150384, 0.44539741989896436, 0.2778894444480259, 0.444619469966557, 0.46751272538232835, 0.25361679143229204, 0.5071647904672851, 0.6589871060792645]}
{"epoch": 2, "train_box_acc_6_1": 83.46143854839883, "train_box_matched_qry_6_1": 9.583019136849387, "train_box_matched_tgt_6_1": 92.56042998433355, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.6195748856889, "train_ref_acc_6_2_0": 84.95271525034059, "train_ref_acc_6_2_1": 85.29560083422564, "train_ref_acc_6_2_2": 79.16349965184786, "train_ref_acc_6_2_3": 75.22678979072329, "train_ref_loss_6_2_0": 5.030751857785141, "train_ref_loss_6_2_1": 5.776352549085778, "train_ref_loss_6_2_2": 7.521925622361766, "train_ref_loss_6_2_3": 8.157090488748393, "train_seg_acc_6_2_0": 87.49691255634731, "train_seg_acc_6_2_1": 85.26381094204497, "train_seg_acc_6_2_2": 77.69631818862047, "train_seg_acc_6_2_3": 69.55062650470019, "train_seg_loss_6_2_0": 4.360294956141617, "train_seg_loss_6_2_1": 8.40544604123519, "train_seg_loss_6_2_2": 11.172855207741529, "train_seg_loss_6_2_3": 17.265263040146813, "train_sel_tgt_found": 90.40646360847022, "train_box_loss_6_1": 14.042830249246391, "train_cls_loss_6_0": 27.05963784530527, "train_ref_loss_6_2": 26.486120515977532, "train_seg_loss_6_2": 41.203859231373414, "train_sel_loss": 14.093399994789191, "train_loss": 122.8858478388351, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 84.07058534851075, "eval_box_matched_qry_6_1": 10.382300011968614, "eval_box_matched_tgt_6_1": 93.0035199409485, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.25006891174317, "eval_ref_acc_6_2_0": 85.23027954711914, "eval_ref_acc_6_2_1": 84.83476317443848, "eval_ref_acc_6_2_2": 78.49897366485595, "eval_ref_acc_6_2_3": 75.16823447723388, "eval_ref_loss_6_2_0": 5.327162506699562, "eval_ref_loss_6_2_1": 6.417051332867145, "eval_ref_loss_6_2_2": 8.291396651673317, "eval_ref_loss_6_2_3": 8.825204076337814, "eval_seg_acc_6_2_0": 87.93871925048828, "eval_seg_acc_6_2_1": 85.27599792327881, "eval_seg_acc_6_2_2": 77.46198055877686, "eval_seg_acc_6_2_3": 69.5845303024292, "eval_seg_loss_6_2_0": 4.540825066876412, "eval_seg_loss_6_2_1": 9.097241950714588, "eval_seg_loss_6_2_2": 12.148861073076725, "eval_seg_loss_6_2_3": 18.680087201166153, "eval_sel_tgt_found": 90.81551791305542, "eval_box_loss_6_1": 14.141127454066277, "eval_cls_loss_6_0": 27.720247288036347, "eval_ref_loss_6_2": 28.860814566230776, "eval_seg_loss_6_2": 44.4670152973175, "eval_sel_loss": 15.436740764427185, "eval_loss": 130.62594538497925, "eval_eval_1_bbox": [0.35217329078386833, 0.5088826988054928, 0.3877747631346047, 0.20813223962286104, 0.3939743297436089, 0.47434937675154737, 0.3096896637189437, 0.5206318983583581, 0.5555132941163886, 0.33335094860615166, 0.5981027848027963, 0.734419506644233], "eval_eval_2_bbox": [0.34423919443201345, 0.49654658034569377, 0.37422667140439847, 0.17137074551389508, 0.37054022435599154, 0.5062158151242817, 0.30468667267431543, 0.5158584882513457, 0.5512353756386618, 0.3233913269356753, 0.5948569031284883, 0.7320472640071416], "eval_eval_2_segm": [0.3253732741916198, 0.48986180353157915, 0.3540911666564152, 0.15077263519736706, 0.3540010839099379, 0.49247472287489474, 0.2896742427926485, 0.4731945363532199, 0.4997233013685895, 0.27648238422591653, 0.5455664905438159, 0.6884831870043833]}
{"epoch": 3, "train_box_acc_6_1": 84.24813998001895, "train_box_matched_qry_6_1": 9.869289368702317, "train_box_matched_tgt_6_1": 93.21324835309927, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.67370687227006, "train_ref_acc_6_2_0": 85.28940781407954, "train_ref_acc_6_2_1": 85.1884828269135, "train_ref_acc_6_2_2": 78.74097427076373, "train_ref_acc_6_2_3": 74.63998221786713, "train_ref_loss_6_2_0": 5.092631726801323, "train_ref_loss_6_2_1": 5.999380864007654, "train_ref_loss_6_2_2": 7.826087138071044, "train_ref_loss_6_2_3": 8.48107609834203, "train_seg_acc_6_2_0": 88.0132999967758, "train_seg_acc_6_2_1": 85.62019285245627, "train_seg_acc_6_2_2": 77.95430572981378, "train_seg_acc_6_2_3": 69.70869068388008, "train_seg_loss_6_2_0": 4.3438192895255465, "train_seg_loss_6_2_1": 8.545751914012374, "train_seg_loss_6_2_2": 11.443255285521694, "train_seg_loss_6_2_3": 17.735757437144617, "train_sel_tgt_found": 91.29386621083972, "train_box_loss_6_1": 13.718731899304414, "train_cls_loss_6_0": 26.474349817238174, "train_ref_loss_6_2": 27.39917582646806, "train_seg_loss_6_2": 42.06858392110394, "train_sel_loss": 13.591026031102416, "train_loss": 123.25186749078796, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 84.61289856262206, "eval_box_matched_qry_6_1": 10.693466662740708, "eval_box_matched_tgt_6_1": 92.93775749435424, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.11760232543945, "eval_ref_acc_6_2_0": 85.46576717071534, "eval_ref_acc_6_2_1": 84.64424146728516, "eval_ref_acc_6_2_2": 77.8579931137085, "eval_ref_acc_6_2_3": 74.11755296325684, "eval_ref_loss_6_2_0": 5.432769716620445, "eval_ref_loss_6_2_1": 6.677578447532654, "eval_ref_loss_6_2_2": 8.651903845775127, "eval_ref_loss_6_2_3": 9.230472336614133, "eval_seg_acc_6_2_0": 88.19623024597168, "eval_seg_acc_6_2_1": 85.46626420440674, "eval_seg_acc_6_2_2": 77.65712700653076, "eval_seg_acc_6_2_3": 69.57194658813476, "eval_seg_loss_6_2_0": 4.581169880133867, "eval_seg_loss_6_2_1": 9.296645897603035, "eval_seg_loss_6_2_2": 12.428172142589093, "eval_seg_loss_6_2_3": 19.169260581350326, "eval_sel_tgt_found": 91.02147805709839, "eval_box_loss_6_1": 14.131890812563896, "eval_cls_loss_6_0": 28.05781095571518, "eval_ref_loss_6_2": 29.992724417591095, "eval_seg_loss_6_2": 45.4752484957695, "eval_sel_loss": 15.085248469018936, "eval_loss": 132.74292315940858, "eval_eval_1_bbox": [0.37151138263664324, 0.5321086890843155, 0.40781410822616243, 0.224313181815033, 0.4149366571918942, 0.49770363027002434, 0.3143927807803326, 0.5261369095502719, 0.5601715826685285, 0.3420221739656953, 0.5976341353801423, 0.7559153038146101], "eval_eval_2_bbox": [0.37502644873310165, 0.5252120112794615, 0.4087277342569198, 0.1953700239174156, 0.40230762947045895, 0.5438191027658317, 0.32114413122472485, 0.5374301850110375, 0.5723638767150411, 0.344748657528122, 0.610683914438319, 0.7761568571552487], "eval_eval_2_segm": [0.34351520774608596, 0.5123392465207172, 0.373245110832159, 0.16711392840195005, 0.3737605051278833, 0.512474421614262, 0.2974812444984598, 0.48271612172564005, 0.5088278514948343, 0.2880833879911749, 0.5499959781813564, 0.7119085969342478]}
{"epoch": 4, "train_box_acc_6_1": 84.77488371298114, "train_box_matched_qry_6_1": 10.039354520026142, "train_box_matched_tgt_6_1": 93.6023070893816, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.72082917112694, "train_ref_acc_6_2_0": 85.50051486326073, "train_ref_acc_6_2_1": 85.14105268145839, "train_ref_acc_6_2_2": 78.51081365486387, "train_ref_acc_6_2_3": 74.29793433525171, "train_ref_loss_6_2_0": 5.1251506909377715, "train_ref_loss_6_2_1": 6.1324268700429, "train_ref_loss_6_2_2": 8.006651133445128, "train_ref_loss_6_2_3": 8.677344027682045, "train_seg_acc_6_2_0": 88.34109380076545, "train_seg_acc_6_2_1": 85.86123943283708, "train_seg_acc_6_2_2": 78.12486358555118, "train_seg_acc_6_2_3": 69.82676856704515, "train_seg_loss_6_2_0": 4.323598511242047, "train_seg_loss_6_2_1": 8.618897379007647, "train_seg_loss_6_2_2": 11.603530999767885, "train_seg_loss_6_2_3": 18.017780448000813, "train_sel_tgt_found": 91.75497805690081, "train_box_loss_6_1": 13.45612431349225, "train_cls_loss_6_0": 26.098049415057016, "train_ref_loss_6_2": 27.94157272898594, "train_seg_loss_6_2": 42.563807345496436, "train_sel_loss": 13.269317250992827, "train_loss": 123.32887107448295, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 84.96787499694824, "eval_box_matched_qry_6_1": 10.786533341598512, "eval_box_matched_tgt_6_1": 93.45984326400757, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.16093559570312, "eval_ref_acc_6_2_0": 85.63266466369629, "eval_ref_acc_6_2_1": 84.58252271881103, "eval_ref_acc_6_2_2": 77.87269488830566, "eval_ref_acc_6_2_3": 74.18024062805176, "eval_ref_loss_6_2_0": 5.433061241900921, "eval_ref_loss_6_2_1": 6.775529063689708, "eval_ref_loss_6_2_2": 8.74592886724472, "eval_ref_loss_6_2_3": 9.323388411736488, "eval_seg_acc_6_2_0": 88.44948742828369, "eval_seg_acc_6_2_1": 85.66103755950928, "eval_seg_acc_6_2_2": 77.927625680542, "eval_seg_acc_6_2_3": 69.79136263122558, "eval_seg_loss_6_2_0": 4.565996419906616, "eval_seg_loss_6_2_1": 9.34674877974987, "eval_seg_loss_6_2_2": 12.5004296128273, "eval_seg_loss_6_2_3": 19.324409976291655, "eval_sel_tgt_found": 91.58469185409545, "eval_box_loss_6_1": 13.897582979202271, "eval_cls_loss_6_0": 27.685303055763246, "eval_ref_loss_6_2": 30.277907591152193, "eval_seg_loss_6_2": 45.73758478593826, "eval_sel_loss": 14.760059710812568, "eval_loss": 132.35843802528382, "eval_eval_1_bbox": [0.3821121231970254, 0.5453193705535406, 0.4202047702903085, 0.23465797568799163, 0.42262672668729395, 0.5020342783316565, 0.32401136051684276, 0.538189046525204, 0.5744205971931505, 0.367387674127868, 0.6235348767740967, 0.7380007462001317], "eval_eval_2_bbox": [0.37826850044736515, 0.5365848365323631, 0.41312234244003815, 0.2032740732990453, 0.4077812620897391, 0.54055085807371, 0.32367213186466887, 0.5408187770200206, 0.5779131057846955, 0.36861628682550424, 0.6307077907829362, 0.7480603692636388], "eval_eval_2_segm": [0.35357225181366203, 0.5274329553170014, 0.3872079070214843, 0.17283495824120212, 0.3832448186808365, 0.5229724071580201, 0.3050826883577533, 0.4912981594986819, 0.5193237054844377, 0.3049585553965814, 0.5713079068914576, 0.6977271793554255]}
{"epoch": 5, "train_box_acc_6_1": 85.11089953340375, "train_box_matched_qry_6_1": 10.168343371602957, "train_box_matched_tgt_6_1": 93.84526347449679, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.74834106140364, "train_ref_acc_6_2_0": 85.62217157496242, "train_ref_acc_6_2_1": 85.08111993892096, "train_ref_acc_6_2_2": 78.35978410264305, "train_ref_acc_6_2_3": 74.06940747103928, "train_ref_loss_6_2_0": 5.159147016745654, "train_ref_loss_6_2_1": 6.240565522236657, "train_ref_loss_6_2_2": 8.140263350971217, "train_ref_loss_6_2_3": 8.822996040421389, "train_seg_acc_6_2_0": 88.53276964525853, "train_seg_acc_6_2_1": 85.97766908882726, "train_seg_acc_6_2_2": 78.23498095070318, "train_seg_acc_6_2_3": 69.87882711164009, "train_seg_loss_6_2_0": 4.325137584996089, "train_seg_loss_6_2_1": 8.703132049104479, "train_seg_loss_6_2_2": 11.731507542136848, "train_seg_loss_6_2_3": 18.23469173953181, "train_sel_tgt_found": 92.10473283866125, "train_box_loss_6_1": 13.335992191040095, "train_cls_loss_6_0": 25.834484413096874, "train_ref_loss_6_2": 28.36297193709466, "train_seg_loss_6_2": 42.994468906072726, "train_sel_loss": 13.056079277270127, "train_loss": 123.58399670461341, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 85.30861950683594, "eval_box_matched_qry_6_1": 10.711033342552184, "eval_box_matched_tgt_6_1": 93.94294511947632, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.37156899108886, "eval_ref_acc_6_2_0": 85.7231436126709, "eval_ref_acc_6_2_1": 84.64835853118896, "eval_ref_acc_6_2_2": 77.87824911956787, "eval_ref_acc_6_2_3": 73.88737966766358, "eval_ref_loss_6_2_0": 5.3770349901080134, "eval_ref_loss_6_2_1": 6.690559990060329, "eval_ref_loss_6_2_2": 8.670028739655018, "eval_ref_loss_6_2_3": 9.321073953104019, "eval_seg_acc_6_2_0": 88.54873958282471, "eval_seg_acc_6_2_1": 85.68453010406495, "eval_seg_acc_6_2_2": 77.87598265380859, "eval_seg_acc_6_2_3": 69.57121787338257, "eval_seg_loss_6_2_0": 4.487555189877749, "eval_seg_loss_6_2_1": 9.26234643663168, "eval_seg_loss_6_2_2": 12.431088641792536, "eval_seg_loss_6_2_3": 19.30735051908493, "eval_sel_tgt_found": 92.08851132202149, "eval_box_loss_6_1": 13.44402091897726, "eval_cls_loss_6_0": 26.91517905187607, "eval_ref_loss_6_2": 30.05869764151573, "eval_seg_loss_6_2": 45.4883408513546, "eval_sel_loss": 14.705364264917373, "eval_loss": 130.61160294914245, "eval_eval_1_bbox": [0.4003839589252956, 0.5662353526208576, 0.4444851668016575, 0.2410349249369792, 0.43522263666273414, 0.5277017476743354, 0.3293674292914659, 0.552042146859338, 0.5884140442018817, 0.3847484093240172, 0.6322067289726532, 0.7502780764160641], "eval_eval_2_bbox": [0.39435234807462705, 0.554489084746097, 0.4306504794398989, 0.20392143789620393, 0.4216562383381399, 0.564331669591954, 0.32996761357444826, 0.5497861455418264, 0.5851981811438715, 0.3753836964864685, 0.6331306473341926, 0.7585937276385863], "eval_eval_2_segm": [0.3678787950320484, 0.5473334247370127, 0.4026655358439889, 0.17682401913222753, 0.39507604817986636, 0.5393262922126171, 0.31091182258909345, 0.5010433577081718, 0.5281476721569439, 0.3127241366635727, 0.5751931892036672, 0.7071616134533659]}
{"epoch": 6, "train_box_acc_6_1": 85.36787527868135, "train_box_matched_qry_6_1": 10.2848880150352, "train_box_matched_tgt_6_1": 94.0877384668949, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.76899263930711, "train_ref_acc_6_2_0": 85.73585574978117, "train_ref_acc_6_2_1": 85.0381514479468, "train_ref_acc_6_2_2": 78.19197943164485, "train_ref_acc_6_2_3": 73.86725566984755, "train_ref_loss_6_2_0": 5.186282292169646, "train_ref_loss_6_2_1": 6.330377291951237, "train_ref_loss_6_2_2": 8.264682457358806, "train_ref_loss_6_2_3": 8.952769212872465, "train_seg_acc_6_2_0": 88.721855656536, "train_seg_acc_6_2_1": 86.11068212681238, "train_seg_acc_6_2_2": 78.31123048488752, "train_seg_acc_6_2_3": 69.93194753233931, "train_seg_loss_6_2_0": 4.32054636983122, "train_seg_loss_6_2_1": 8.759940637230857, "train_seg_loss_6_2_2": 11.848404582033691, "train_seg_loss_6_2_3": 18.434219021264106, "train_sel_tgt_found": 92.3731837295541, "train_box_loss_6_1": 13.245326254435021, "train_cls_loss_6_0": 25.613330203442697, "train_ref_loss_6_2": 28.734111256085676, "train_seg_loss_6_2": 43.36311061488182, "train_sel_loss": 12.896879164096138, "train_loss": 123.8527575105844, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 85.6452264465332, "eval_box_matched_qry_6_1": 10.937233349323273, "eval_box_matched_tgt_6_1": 93.84615774459839, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.29593562316894, "eval_ref_acc_6_2_0": 85.80664603881836, "eval_ref_acc_6_2_1": 84.57412202911377, "eval_ref_acc_6_2_2": 77.69407932739257, "eval_ref_acc_6_2_3": 73.84104769744873, "eval_ref_loss_6_2_0": 5.458822669374943, "eval_ref_loss_6_2_1": 6.876567976760864, "eval_ref_loss_6_2_2": 8.880889272558688, "eval_ref_loss_6_2_3": 9.489261797618866, "eval_seg_acc_6_2_0": 88.69785857391358, "eval_seg_acc_6_2_1": 85.6980592956543, "eval_seg_acc_6_2_2": 77.77488269805909, "eval_seg_acc_6_2_3": 69.71208049850463, "eval_seg_loss_6_2_0": 4.536862049758434, "eval_seg_loss_6_2_1": 9.46392556836605, "eval_seg_loss_6_2_2": 12.702704376351834, "eval_seg_loss_6_2_3": 19.638496094512938, "eval_sel_tgt_found": 92.12820804290772, "eval_box_loss_6_1": 13.464325517493487, "eval_cls_loss_6_0": 27.407426755809784, "eval_ref_loss_6_2": 30.70554174981117, "eval_seg_loss_6_2": 46.3419880821228, "eval_sel_loss": 14.529374137353898, "eval_loss": 132.44865627708435, "eval_eval_1_bbox": [0.4061068394901582, 0.5719060447940653, 0.44707312357163387, 0.2515062258540154, 0.4438551480784056, 0.5387032581654349, 0.3358163829552527, 0.5580342672287999, 0.5930719217786748, 0.3891990992516181, 0.6348062500947808, 0.7616649016533407], "eval_eval_2_bbox": [0.4028408838328084, 0.5633920700339419, 0.4418184995619382, 0.21432006766369333, 0.4309360922055887, 0.5774408499381334, 0.33583739428085657, 0.5582162453268041, 0.5940696205196697, 0.3820865237144613, 0.6381559723043928, 0.769774546103169], "eval_eval_2_segm": [0.37235670369136536, 0.5534460569298432, 0.4101879194752741, 0.18501241646867905, 0.3997624034890096, 0.549743782575994, 0.31475632597533376, 0.5066797183657087, 0.5340842548579503, 0.32124402639134003, 0.5791464744606059, 0.718158836287749]}
{"epoch": 7, "train_box_acc_6_1": 85.61503363178078, "train_box_matched_qry_6_1": 10.354165261214526, "train_box_matched_tgt_6_1": 94.24116554347972, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.80742708639865, "train_ref_acc_6_2_0": 85.85124056919427, "train_ref_acc_6_2_1": 85.04905248423576, "train_ref_acc_6_2_2": 78.1312778489154, "train_ref_acc_6_2_3": 73.74245708997817, "train_ref_loss_6_2_0": 5.198209667023552, "train_ref_loss_6_2_1": 6.3843962616443, "train_ref_loss_6_2_2": 8.335583222776638, "train_ref_loss_6_2_3": 9.03304356477029, "train_seg_acc_6_2_0": 88.8675312437354, "train_seg_acc_6_2_1": 86.22388879188291, "train_seg_acc_6_2_2": 78.41095878551282, "train_seg_acc_6_2_3": 69.98089612592916, "train_seg_loss_6_2_0": 4.311459489511148, "train_seg_loss_6_2_1": 8.791098390261324, "train_seg_loss_6_2_2": 11.907423164907893, "train_seg_loss_6_2_3": 18.548333062531963, "train_sel_tgt_found": 92.58383285852564, "train_box_loss_6_1": 13.142418290695554, "train_cls_loss_6_0": 25.367959563952077, "train_ref_loss_6_2": 28.951232717061952, "train_seg_loss_6_2": 43.558314095342595, "train_sel_loss": 12.744754868072148, "train_loss": 123.76467954097866, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 85.46112177734375, "eval_box_matched_qry_6_1": 10.94976666917801, "eval_box_matched_tgt_6_1": 94.19228596878052, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.32580231018066, "eval_ref_acc_6_2_0": 85.9170685760498, "eval_ref_acc_6_2_1": 84.62645840454101, "eval_ref_acc_6_2_2": 77.71132350616455, "eval_ref_acc_6_2_3": 73.84616975097656, "eval_ref_loss_6_2_0": 5.434616824293137, "eval_ref_loss_6_2_1": 6.866338989913464, "eval_ref_loss_6_2_2": 8.894858063971997, "eval_ref_loss_6_2_3": 9.523046489918231, "eval_seg_acc_6_2_0": 88.8913438659668, "eval_seg_acc_6_2_1": 85.87543862457275, "eval_seg_acc_6_2_2": 77.83255769805908, "eval_seg_acc_6_2_3": 69.63181845092774, "eval_seg_loss_6_2_0": 4.485727142834663, "eval_seg_loss_6_2_1": 9.410855479377508, "eval_seg_loss_6_2_2": 12.742346927946805, "eval_seg_loss_6_2_3": 19.706469859313966, "eval_sel_tgt_found": 92.50635664520264, "eval_box_loss_6_1": 13.603996137309075, "eval_cls_loss_6_0": 27.24906296825409, "eval_ref_loss_6_2": 30.718860396146773, "eval_seg_loss_6_2": 46.345399450397494, "eval_sel_loss": 14.350844147729873, "eval_loss": 132.2681629966736, "eval_eval_1_bbox": [0.41193487798563644, 0.5843817078814681, 0.45493368302755965, 0.251576901416028, 0.4580028007993453, 0.5408084518702471, 0.3360630110552185, 0.5584764128171854, 0.595106637052291, 0.38223006299437334, 0.6404788949268237, 0.7596265419836431], "eval_eval_2_bbox": [0.40708231460161126, 0.5735883632909066, 0.44190683264624886, 0.21315425046045325, 0.4423891151343644, 0.5731257237635315, 0.3355925921247889, 0.5594530819293076, 0.596347320803953, 0.3803433491656081, 0.6447850925266456, 0.7662289443945359], "eval_eval_2_segm": [0.3792035956599757, 0.5635404408903785, 0.4166940322874055, 0.1833354790310166, 0.41174405941355685, 0.5511690358721558, 0.31647511124289457, 0.5089363566619843, 0.5373853810430164, 0.32020330458041896, 0.5842256257663301, 0.7194604020388984]}
{"epoch": 8, "train_box_acc_6_1": 85.79171916272053, "train_box_matched_qry_6_1": 10.428840347479419, "train_box_matched_tgt_6_1": 94.38972435603199, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.83096990078369, "train_ref_acc_6_2_0": 85.92720748793526, "train_ref_acc_6_2_1": 85.01873130481007, "train_ref_acc_6_2_2": 78.04642120366101, "train_ref_acc_6_2_3": 73.62281170836906, "train_ref_loss_6_2_0": 5.214118058491666, "train_ref_loss_6_2_1": 6.445457896938021, "train_ref_loss_6_2_2": 8.413725871765974, "train_ref_loss_6_2_3": 9.117145127264223, "train_seg_acc_6_2_0": 88.9899721560355, "train_seg_acc_6_2_1": 86.29775383552098, "train_seg_acc_6_2_2": 78.47413777150531, "train_seg_acc_6_2_3": 70.01788592877124, "train_seg_loss_6_2_0": 4.3070123939690275, "train_seg_loss_6_2_1": 8.835858613257175, "train_seg_loss_6_2_2": 11.982880703021527, "train_seg_loss_6_2_3": 18.67720265648216, "train_sel_tgt_found": 92.75557332959272, "train_box_loss_6_1": 13.043133567100705, "train_cls_loss_6_0": 25.212037462506323, "train_ref_loss_6_2": 29.190446954549575, "train_seg_loss_6_2": 43.802954362625485, "train_sel_loss": 12.643977122330437, "train_loss": 123.89254945516838, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 85.80185318603516, "eval_box_matched_qry_6_1": 11.04810000538826, "eval_box_matched_tgt_6_1": 94.0196217262268, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.27283554382325, "eval_ref_acc_6_2_0": 85.96709567871093, "eval_ref_acc_6_2_1": 84.47186178894043, "eval_ref_acc_6_2_2": 77.47165182647706, "eval_ref_acc_6_2_3": 73.56008087768555, "eval_ref_loss_6_2_0": 5.472543827414513, "eval_ref_loss_6_2_1": 6.98685374596119, "eval_ref_loss_6_2_2": 9.011897976875305, "eval_ref_loss_6_2_3": 9.632890427732468, "eval_seg_acc_6_2_0": 88.82526771087646, "eval_seg_acc_6_2_1": 85.80223917236329, "eval_seg_acc_6_2_2": 77.9867931274414, "eval_seg_acc_6_2_3": 70.02201555862426, "eval_seg_loss_6_2_0": 4.518840480536222, "eval_seg_loss_6_2_1": 9.52494595822096, "eval_seg_loss_6_2_2": 12.755779272985459, "eval_seg_loss_6_2_3": 19.70653050084114, "eval_sel_tgt_found": 92.30001102828979, "eval_box_loss_6_1": 13.345515381026267, "eval_cls_loss_6_0": 27.25406311159134, "eval_ref_loss_6_2": 31.104185969114305, "eval_seg_loss_6_2": 46.50609622993469, "eval_sel_loss": 14.272524458694457, "eval_loss": 132.4823852241516, "eval_eval_1_bbox": [0.41290521011274645, 0.5800412201716428, 0.45388974387601444, 0.2651205715155075, 0.4488285142052366, 0.5341086107755932, 0.3351697243349697, 0.5611007546268548, 0.5969676348270946, 0.3973906030056231, 0.6403852518598115, 0.7490424826615463], "eval_eval_2_bbox": [0.41069517563460967, 0.570716553956444, 0.44576559009933686, 0.2287947547482947, 0.43613057786291365, 0.5779999848323156, 0.3355609971000307, 0.5643981994969909, 0.6026027068071886, 0.3962388882081392, 0.6461606167949404, 0.7666962109112225], "eval_eval_2_segm": [0.3801004153510275, 0.5632979270799586, 0.41652012716279524, 0.1973148430428581, 0.40645308914705003, 0.5468959028307407, 0.3152273278729676, 0.5109305141954575, 0.5396753054316519, 0.32656330944017625, 0.5831797403548583, 0.7119670520992432]}
{"epoch": 9, "train_box_acc_6_1": 85.97283675160118, "train_box_matched_qry_6_1": 10.489917268072835, "train_box_matched_tgt_6_1": 94.57129281418227, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 92.86317800524172, "train_ref_acc_6_2_0": 86.01256105894329, "train_ref_acc_6_2_1": 85.01670056287223, "train_ref_acc_6_2_2": 77.96008620696865, "train_ref_acc_6_2_3": 73.48706846577089, "train_ref_loss_6_2_0": 5.227005598250936, "train_ref_loss_6_2_1": 6.490754845531676, "train_ref_loss_6_2_2": 8.478438216007856, "train_ref_loss_6_2_3": 9.189435377170545, "train_seg_acc_6_2_0": 89.11648399091679, "train_seg_acc_6_2_1": 86.39936287642074, "train_seg_acc_6_2_2": 78.5400685910909, "train_seg_acc_6_2_3": 70.04575226133737, "train_seg_loss_6_2_0": 4.301846859372354, "train_seg_loss_6_2_1": 8.858161209316048, "train_seg_loss_6_2_2": 12.038742372957365, "train_seg_loss_6_2_3": 18.78174479183953, "train_sel_tgt_found": 93.001983101436, "train_box_loss_6_1": 12.964188026044486, "train_cls_loss_6_0": 25.018394916985084, "train_ref_loss_6_2": 29.385634034605495, "train_seg_loss_6_2": 43.9804952359705, "train_sel_loss": 12.515661336560683, "train_loss": 123.86437356418999, "train_lr_offset": 1e-05, "train_lr_backbone": 1e-05, "train_lr_core": 0.0001, "train_lr_heads": 0.0001, "eval_box_acc_6_1": 86.06039457855225, "eval_box_matched_qry_6_1": 11.049566685819626, "eval_box_matched_tgt_6_1": 94.16534947433472, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.39403565979003, "eval_ref_acc_6_2_0": 86.07704838256836, "eval_ref_acc_6_2_1": 84.54106369628906, "eval_ref_acc_6_2_2": 77.50681775512696, "eval_ref_acc_6_2_3": 73.49559521865845, "eval_ref_loss_6_2_0": 5.449796489906311, "eval_ref_loss_6_2_1": 6.968092411363124, "eval_ref_loss_6_2_2": 9.012945901328326, "eval_ref_loss_6_2_3": 9.645937730813026, "eval_seg_acc_6_2_0": 89.05804185638428, "eval_seg_acc_6_2_1": 86.02585738677979, "eval_seg_acc_6_2_2": 78.12928715209961, "eval_seg_acc_6_2_3": 70.069998097229, "eval_seg_loss_6_2_0": 4.472379853987694, "eval_seg_loss_6_2_1": 9.443761619472504, "eval_seg_loss_6_2_2": 12.753198472750187, "eval_seg_loss_6_2_3": 19.741339737844466, "eval_sel_tgt_found": 92.51897910842895, "eval_box_loss_6_1": 13.180773052811622, "eval_cls_loss_6_0": 27.2256451798439, "eval_ref_loss_6_2": 31.076772543764115, "eval_seg_loss_6_2": 46.41067958264351, "eval_sel_loss": 14.308677081346511, "eval_loss": 132.2025473125458, "eval_eval_1_bbox": [0.4221989142539108, 0.5908876557546241, 0.4657687977475484, 0.2643163620524072, 0.4613395587058939, 0.5483898560388607, 0.34315436949015066, 0.5714127735085941, 0.6065335521982834, 0.3971802940721386, 0.6499739991300882, 0.7639396968895628], "eval_eval_2_bbox": [0.41871389308098217, 0.5816649614520015, 0.4581870150344792, 0.2266962288746601, 0.44857300782900117, 0.5968254261198414, 0.34531105914836496, 0.5717390533680876, 0.6064398030819146, 0.38984356352086535, 0.6517096918167857, 0.7767312266658634], "eval_eval_2_segm": [0.38433055612663364, 0.5706890412459977, 0.42051028865458046, 0.19360615396302425, 0.41455745329535826, 0.5661513050389202, 0.32018698759030817, 0.5167970899688139, 0.543558210855815, 0.32935047575262266, 0.5885386732475224, 0.7278751996237917]}
{"epoch": 10, "train_box_acc_6_1": 86.93489837943177, "train_box_matched_qry_6_1": 10.796977152225312, "train_box_matched_tgt_6_1": 95.07650091124697, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 93.13781979699007, "train_ref_acc_6_2_0": 86.37687941396025, "train_ref_acc_6_2_1": 84.89593180000226, "train_ref_acc_6_2_2": 77.58083641511347, "train_ref_acc_6_2_3": 72.90911724085932, "train_ref_loss_6_2_0": 5.271657333343346, "train_ref_loss_6_2_1": 6.731748548604776, "train_ref_loss_6_2_2": 8.793957094728658, "train_ref_loss_6_2_3": 9.54025095722608, "train_seg_acc_6_2_0": 89.66580172438398, "train_seg_acc_6_2_1": 86.76645709525647, "train_seg_acc_6_2_2": 78.82706376988011, "train_seg_acc_6_2_3": 70.2018586700475, "train_seg_loss_6_2_0": 4.250393581300322, "train_seg_loss_6_2_1": 8.989307787684941, "train_seg_loss_6_2_2": 12.307169675290002, "train_seg_loss_6_2_3": 19.291333586901192, "train_sel_tgt_found": 93.67212404292765, "train_box_loss_6_1": 12.458073205447572, "train_cls_loss_6_0": 23.421609568854656, "train_ref_loss_6_2": 30.337613934613476, "train_seg_loss_6_2": 44.83820462811838, "train_sel_loss": 12.000298486555755, "train_loss": 123.0557997828853, "train_lr_offset": 1.0000000000000002e-06, "train_lr_backbone": 1.0000000000000002e-06, "train_lr_core": 1e-05, "train_lr_heads": 1e-05, "eval_box_acc_6_1": 86.79693562316895, "eval_box_matched_qry_6_1": 11.345866679000855, "eval_box_matched_tgt_6_1": 94.8288835144043, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.5861020904541, "eval_ref_acc_6_2_0": 86.37303886871338, "eval_ref_acc_6_2_1": 84.45021084899902, "eval_ref_acc_6_2_2": 77.15144489746093, "eval_ref_acc_6_2_3": 73.00717690734864, "eval_ref_loss_6_2_0": 5.511984905636311, "eval_ref_loss_6_2_1": 7.2100849556386475, "eval_ref_loss_6_2_2": 9.328314351344108, "eval_ref_loss_6_2_3": 9.987067827820779, "eval_seg_acc_6_2_0": 89.46720910491943, "eval_seg_acc_6_2_1": 86.24550312347412, "eval_seg_acc_6_2_2": 78.21169833374023, "eval_seg_acc_6_2_3": 69.90053834381104, "eval_seg_loss_6_2_0": 4.478061926543712, "eval_seg_loss_6_2_1": 9.665395041906834, "eval_seg_loss_6_2_2": 13.098551769787074, "eval_seg_loss_6_2_3": 20.3449575861454, "eval_sel_tgt_found": 93.23383747329711, "eval_box_loss_6_1": 12.866142668116092, "eval_cls_loss_6_0": 25.739555956554412, "eval_ref_loss_6_2": 32.03745204277038, "eval_seg_loss_6_2": 47.586966246318816, "eval_sel_loss": 13.663551358556747, "eval_loss": 131.8936685350418, "eval_eval_1_bbox": [0.4632300263461335, 0.6381327353454085, 0.510353403465428, 0.2924994231564117, 0.5005829461625421, 0.6097348990894627, 0.36074669193074116, 0.595108078771587, 0.6331878171011952, 0.4292412280496238, 0.6760035591840385, 0.7983024177521425], "eval_eval_2_bbox": [0.45727494556885107, 0.628867858442158, 0.49798467181083017, 0.25666437574221634, 0.485302708545096, 0.6471915218898885, 0.3591165783192618, 0.5944810460351948, 0.6330844658531308, 0.42502477041596054, 0.6772476607759643, 0.8051213847470855], "eval_eval_2_segm": [0.4177446765949529, 0.6164893266950381, 0.45959347941867523, 0.2196854856039142, 0.4458540775373393, 0.6110197645880616, 0.33326854963441016, 0.5356761350961697, 0.5659784978776415, 0.35426042746347813, 0.6096470074774393, 0.7471288788060829]}
{"epoch": 11, "train_box_acc_6_1": 87.15415551068092, "train_box_matched_qry_6_1": 10.842381873289616, "train_box_matched_tgt_6_1": 95.22801341582229, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 93.22192384657156, "train_ref_acc_6_2_0": 86.490969613652, "train_ref_acc_6_2_1": 84.91355992202006, "train_ref_acc_6_2_2": 77.53261347244641, "train_ref_acc_6_2_3": 72.80299654833183, "train_ref_loss_6_2_0": 5.2636063204540084, "train_ref_loss_6_2_1": 6.760419729727764, "train_ref_loss_6_2_2": 8.841452568546199, "train_ref_loss_6_2_3": 9.599640817431926, "train_seg_acc_6_2_0": 89.80197583137532, "train_seg_acc_6_2_1": 86.86580031807878, "train_seg_acc_6_2_2": 78.8980681738511, "train_seg_acc_6_2_3": 70.23536332360176, "train_seg_loss_6_2_0": 4.223626771971574, "train_seg_loss_6_2_1": 8.98736826915262, "train_seg_loss_6_2_2": 12.339663851232846, "train_seg_loss_6_2_3": 19.367175981093762, "train_sel_tgt_found": 93.85226198096052, "train_box_loss_6_1": 12.313747574944221, "train_cls_loss_6_0": 23.038497360196203, "train_ref_loss_6_2": 30.46511943287564, "train_seg_loss_6_2": 44.917834869317986, "train_sel_loss": 11.868907414198105, "train_loss": 122.6041066639844, "train_lr_offset": 1.0000000000000002e-06, "train_lr_backbone": 1.0000000000000002e-06, "train_lr_core": 1e-05, "train_lr_heads": 1e-05, "eval_box_acc_6_1": 86.86079107818604, "eval_box_matched_qry_6_1": 11.391000006484985, "eval_box_matched_tgt_6_1": 94.79005719299316, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.59713559265137, "eval_ref_acc_6_2_0": 86.41917571258544, "eval_ref_acc_6_2_1": 84.40499621429443, "eval_ref_acc_6_2_2": 77.07825516357421, "eval_ref_acc_6_2_3": 72.92205913009643, "eval_ref_loss_6_2_0": 5.5154024743318555, "eval_ref_loss_6_2_1": 7.248036154538393, "eval_ref_loss_6_2_2": 9.375244632542133, "eval_ref_loss_6_2_3": 10.038836883139611, "eval_seg_acc_6_2_0": 89.50765900268554, "eval_seg_acc_6_2_1": 86.25491432189942, "eval_seg_acc_6_2_2": 78.20393930664062, "eval_seg_acc_6_2_3": 69.87695848999023, "eval_seg_loss_6_2_0": 4.469286283504963, "eval_seg_loss_6_2_1": 9.681437355059385, "eval_seg_loss_6_2_2": 13.140043396353722, "eval_seg_loss_6_2_3": 20.421229699373246, "eval_sel_tgt_found": 93.19990627593994, "eval_box_loss_6_1": 12.824080165982247, "eval_cls_loss_6_0": 25.69931128988266, "eval_ref_loss_6_2": 32.177520132780074, "eval_seg_loss_6_2": 47.71199674081802, "eval_sel_loss": 13.628203810811042, "eval_loss": 132.0411121356964, "eval_eval_1_bbox": [0.4672726905331462, 0.6441893184752707, 0.5109118539422316, 0.29577173334117635, 0.5058556643536366, 0.6166399368973248, 0.361200786347811, 0.5963057748937373, 0.6340116909603073, 0.4301740244778028, 0.6758220653183917, 0.79911425791385], "eval_eval_2_bbox": [0.46247243930107756, 0.6346467066830815, 0.5047711430291975, 0.25877483475064167, 0.4902009465071902, 0.6527324084953664, 0.3620198161161855, 0.596894479770917, 0.6357497155364992, 0.42516661715899906, 0.6789680865071904, 0.8098373840862934], "eval_eval_2_segm": [0.4225651689124061, 0.6240187458093075, 0.4630280812159578, 0.2215079697674689, 0.45038905962516906, 0.6184914338852102, 0.3352347263784343, 0.5387021060274784, 0.5689895488022283, 0.35733002472024034, 0.6122882247863606, 0.7509228007026766]}
{"epoch": 12, "train_box_acc_6_1": 87.24901182164879, "train_box_matched_qry_6_1": 10.891192118269043, "train_box_matched_tgt_6_1": 95.28732720837773, "train_box_multi_tgt_qry_6_1": 0.0, "train_cls_acc_6_0": 93.24319258294763, "train_ref_acc_6_2_0": 86.52916816779536, "train_ref_acc_6_2_1": 84.88886581575953, "train_ref_acc_6_2_2": 77.48745174406669, "train_ref_acc_6_2_3": 72.72848592145701, "train_ref_loss_6_2_0": 5.278083747395424, "train_ref_loss_6_2_1": 6.802149751604316, "train_ref_loss_6_2_2": 8.888225166292742, "train_ref_loss_6_2_3": 9.649033142902269, "train_seg_acc_6_2_0": 89.85788843226372, "train_seg_acc_6_2_1": 86.90039876896329, "train_seg_acc_6_2_2": 78.91871309312644, "train_seg_acc_6_2_3": 70.24875797345643, "train_seg_loss_6_2_0": 4.227237303989003, "train_seg_loss_6_2_1": 9.023308376053642, "train_seg_loss_6_2_2": 12.39033754094508, "train_seg_loss_6_2_3": 19.449238104844255, "train_sel_tgt_found": 93.92610713881858, "train_box_loss_6_1": 12.280020185927764, "train_cls_loss_6_0": 22.919068752353525, "train_ref_loss_6_2": 30.617491811430757, "train_seg_loss_6_2": 45.09012134900312, "train_sel_loss": 11.817291543180135, "train_loss": 122.72399363898211, "train_lr_offset": 1.0000000000000002e-06, "train_lr_backbone": 1.0000000000000002e-06, "train_lr_core": 1e-05, "train_lr_heads": 1e-05, "eval_box_acc_6_1": 86.94620535736084, "eval_box_matched_qry_6_1": 11.422333338308334, "eval_box_matched_tgt_6_1": 94.72484442825318, "eval_box_multi_tgt_qry_6_1": 0.0, "eval_cls_acc_6_0": 92.59830223083496, "eval_ref_acc_6_2_0": 86.45597082214356, "eval_ref_acc_6_2_1": 84.40356778717042, "eval_ref_acc_6_2_2": 77.05670850753785, "eval_ref_acc_6_2_3": 72.85601036376953, "eval_ref_loss_6_2_0": 5.522864520251751, "eval_ref_loss_6_2_1": 7.265680476307869, "eval_ref_loss_6_2_2": 9.399783640396596, "eval_ref_loss_6_2_3": 10.070863705015183, "eval_seg_acc_6_2_0": 89.52891521911621, "eval_seg_acc_6_2_1": 86.25513080291748, "eval_seg_acc_6_2_2": 78.18366285552979, "eval_seg_acc_6_2_3": 69.87427030258179, "eval_seg_loss_6_2_0": 4.476048698806762, "eval_seg_loss_6_2_1": 9.711614679044485, "eval_seg_loss_6_2_2": 13.175835334193707, "eval_seg_loss_6_2_3": 20.47682739534378, "eval_sel_tgt_found": 93.27422096481324, "eval_box_loss_6_1": 12.791594967135786, "eval_cls_loss_6_0": 25.733115394973755, "eval_ref_loss_6_2": 32.25919231772423, "eval_seg_loss_6_2": 47.840326098918915, "eval_sel_loss": 13.593343085765838, "eval_loss": 132.21757175979613, "eval_eval_1_bbox": [0.4698974021102471, 0.6464885664603776, 0.5167191563054611, 0.2977998741030054, 0.5061764888386604, 0.6183795196004415, 0.36304330689518133, 0.5988208418913634, 0.6368126571611061, 0.43785693456116653, 0.6798215786788938, 0.8043298453597656], "eval_eval_2_bbox": [0.4651933310128007, 0.637832384961556, 0.5074314777576105, 0.2631677561922493, 0.4918936304199565, 0.6573164930356789, 0.3615212987474928, 0.5995431106998982, 0.6380152846410909, 0.43475341202905143, 0.6827799072126074, 0.8117214502894313], "eval_eval_2_segm": [0.42393133392770405, 0.6253065672580915, 0.463851732115616, 0.2249845893805308, 0.45029887480908204, 0.6206786690503455, 0.33575444580492003, 0.5405003579203794, 0.5708454549189094, 0.3594427995177082, 0.6144423647942429, 0.756770611843449]}