2021_08_04_12_48_21 [Epoch] 004 [Loss] loss_span 1.9722 loss_giou 1.2180 loss_label 0.6783 class_error -0.0000 loss_saliency 0.3492 loss_span_0 1.6771 loss_giou_0 1.2267 loss_label_0 0.6398 class_error_0 -0.0000 loss_overall 7.7613 [Metrics] {"brief": {"MR-full-R1@0.5": 7.55, "MR-full-R1@0.7": 2.58, "MR-full-mAP": 2.7, "MR-full-mAP@0.5": 6.47, "MR-full-mAP@0.75": 1.99, "MR-long-mAP": 1.24, "MR-middle-mAP": 4.41, "MR-short-mAP": 0.63, "HL-min-Fair-mAP": 42.14, "HL-min-Fair-Hit1": 35.29, "HL-min-Good-mAP": 35.75, "HL-min-Good-Hit1": 34.19, "HL-min-VeryGood-mAP": 21.99, "HL-min-VeryGood-Hit1": 28.71}, "HL-min-Fair": {"HL-mAP": 42.14, "HL-Hit1": 35.29}, "HL-min-Good": {"HL-mAP": 35.75, "HL-Hit1": 34.19}, "HL-min-VeryGood": {"HL-mAP": 21.99, "HL-Hit1": 28.71}, "full": {"MR-mAP": {"0.5": 6.47, "0.55": 5.22, "0.6": 4.38, "0.65": 3.34, "0.7": 2.69, "0.75": 1.99, "0.8": 1.31, "0.85": 0.97, "0.9": 0.4, "0.95": 0.25, "average": 2.7}, "MR-R1": {"0.5": 7.55, "0.55": 6.06, "0.6": 4.84, "0.65": 3.48, "0.7": 2.58, "0.75": 1.87, "0.8": 1.16, "0.85": 0.84, "0.9": 0.32, "0.95": 0.26}}, "long": {"MR-mAP": {"0.5": 4.26, "0.55": 3.1, "0.6": 1.92, "0.65": 1.18, "0.7": 0.7, "0.75": 0.49, "0.8": 0.44, "0.85": 0.19, "0.9": 0.09, "0.95": 0.02, "average": 1.24}, "MR-R1": {"0.5": 3.48, "0.55": 2.61, "0.6": 1.39, "0.65": 0.7, "0.7": 0.17, "0.75": 0.17, "0.8": 0.17, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}, "middle": {"MR-mAP": {"0.5": 9.87, "0.55": 8.16, "0.6": 7.28, "0.65": 5.71, "0.7": 4.71, "0.75": 3.43, "0.8": 2.11, "0.85": 1.69, "0.9": 0.67, "0.95": 0.44, "average": 4.41}, "MR-R1": {"0.5": 9.09, "0.55": 7.42, "0.6": 6.58, "0.65": 4.81, "0.7": 3.76, "0.75": 2.72, "0.8": 1.57, "0.85": 1.25, "0.9": 0.42, "0.95": 0.31}}, "short": {"MR-mAP": {"0.5": 1.31, "0.55": 1.08, "0.6": 0.81, "0.65": 0.7, "0.7": 0.61, "0.75": 0.54, "0.8": 0.54, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23, "average": 0.63}, "MR-R1": {"0.5": 2.33, "0.55": 1.86, "0.6": 0.93, "0.65": 0.93, "0.7": 0.7, "0.75": 0.47, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_12_53_39 [Epoch] 009 [Loss] loss_span 0.6697 loss_giou 0.6066 loss_label 0.5144 class_error 7.8618 loss_saliency 0.3228 loss_span_0 0.6657 loss_giou_0 0.6339 loss_label_0 0.5316 class_error_0 12.6456 loss_overall 3.9447 [Metrics] {"brief": {"MR-full-R1@0.5": 13.94, "MR-full-R1@0.7": 4.26, "MR-full-mAP": 10.44, "MR-full-mAP@0.5": 24.95, "MR-full-mAP@0.75": 7.38, "MR-long-mAP": 15.34, "MR-middle-mAP": 9.86, "MR-short-mAP": 0.77, "HL-min-Fair-mAP": 43.41, "HL-min-Fair-Hit1": 35.55, "HL-min-Good-mAP": 36.85, "HL-min-Good-Hit1": 34.52, "HL-min-VeryGood-mAP": 22.74, "HL-min-VeryGood-Hit1": 28.84}, "HL-min-Fair": {"HL-mAP": 43.41, "HL-Hit1": 35.55}, "HL-min-Good": {"HL-mAP": 36.85, "HL-Hit1": 34.52}, "HL-min-VeryGood": {"HL-mAP": 22.74, "HL-Hit1": 28.84}, "full": {"MR-mAP": {"0.5": 24.95, "0.55": 20.02, "0.6": 16.46, "0.65": 12.17, "0.7": 9.75, "0.75": 7.38, "0.8": 5.45, "0.85": 3.65, "0.9": 2.68, "0.95": 1.93, "average": 10.44}, "MR-R1": {"0.5": 13.94, "0.55": 10.71, "0.6": 8.52, "0.65": 5.74, "0.7": 4.26, "0.75": 3.16, "0.8": 2.39, "0.85": 1.81, "0.9": 1.29, "0.95": 0.97}}, "long": {"MR-mAP": {"0.5": 35.7, "0.55": 29.14, "0.6": 23.71, "0.65": 17.74, "0.7": 13.43, "0.75": 10.15, "0.8": 8.23, "0.85": 6.45, "0.9": 4.84, "0.95": 4.01, "average": 15.34}, "MR-R1": {"0.5": 19.69, "0.55": 15.33, "0.6": 12.37, "0.65": 8.54, "0.7": 5.92, "0.75": 4.36, "0.8": 3.83, "0.85": 3.14, "0.9": 2.44, "0.95": 2.09}}, "middle": {"MR-mAP": {"0.5": 24.23, "0.55": 19.26, "0.6": 16.01, "0.65": 11.69, "0.7": 9.78, "0.75": 7.38, "0.8": 4.95, "0.85": 2.71, "0.9": 1.72, "0.95": 0.86, "average": 9.86}, "MR-R1": {"0.5": 10.14, "0.55": 7.63, "0.6": 6.17, "0.65": 4.08, "0.7": 3.24, "0.75": 2.51, "0.8": 1.57, "0.85": 1.04, "0.9": 0.63, "0.95": 0.31}}, "short": {"MR-mAP": {"0.5": 2.91, "0.55": 1.68, "0.6": 1.12, "0.65": 0.67, "0.7": 0.43, "0.75": 0.25, "0.8": 0.19, "0.85": 0.16, "0.9": 0.16, "0.95": 0.16, "average": 0.77}, "MR-R1": {"0.5": 1.4, "0.55": 1.17, "0.6": 0.47, "0.65": 0.23, "0.7": 0.23, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_12_59_02 [Epoch] 014 [Loss] loss_span 0.6164 loss_giou 0.5899 loss_label 0.5207 class_error 5.3474 loss_saliency 0.3045 loss_span_0 0.6267 loss_giou_0 0.5896 loss_label_0 0.5234 class_error_0 5.5158 loss_overall 3.7711 [Metrics] {"brief": {"MR-full-R1@0.5": 15.48, "MR-full-R1@0.7": 7.03, "MR-full-mAP": 11.47, "MR-full-mAP@0.5": 25.56, "MR-full-mAP@0.75": 8.37, "MR-long-mAP": 19.17, "MR-middle-mAP": 8.97, "MR-short-mAP": 1.14, "HL-min-Fair-mAP": 46.74, "HL-min-Fair-Hit1": 39.74, "HL-min-Good-mAP": 39.87, "HL-min-Good-Hit1": 38.45, "HL-min-VeryGood-mAP": 24.59, "HL-min-VeryGood-Hit1": 32.39}, "HL-min-Fair": {"HL-mAP": 46.74, "HL-Hit1": 39.74}, "HL-min-Good": {"HL-mAP": 39.87, "HL-Hit1": 38.45}, "HL-min-VeryGood": {"HL-mAP": 24.59, "HL-Hit1": 32.39}, "full": {"MR-mAP": {"0.5": 25.56, "0.55": 20.5, "0.6": 17.27, "0.65": 13.65, "0.7": 11.01, "0.75": 8.37, "0.8": 6.61, "0.85": 4.97, "0.9": 3.79, "0.95": 3.02, "average": 11.47}, "MR-R1": {"0.5": 15.48, "0.55": 12.71, "0.6": 10.65, "0.65": 8.39, "0.7": 7.03, "0.75": 5.55, "0.8": 4.45, "0.85": 3.55, "0.9": 2.84, "0.95": 2.39}}, "long": {"MR-mAP": {"0.5": 38.88, "0.55": 33.28, "0.6": 27.52, "0.65": 21.65, "0.7": 18.33, "0.75": 14.91, "0.8": 11.92, "0.85": 9.9, "0.9": 8.07, "0.95": 7.2, "average": 19.17}, "MR-R1": {"0.5": 24.91, "0.55": 21.78, "0.6": 18.29, "0.65": 15.16, "0.7": 13.59, "0.75": 11.32, "0.8": 9.23, "0.85": 7.84, "0.9": 6.62, "0.95": 6.1}}, "middle": {"MR-mAP": {"0.5": 22.46, "0.55": 17.08, "0.6": 14.76, "0.65": 11.55, "0.7": 8.84, "0.75": 5.97, "0.8": 4.34, "0.85": 2.55, "0.9": 1.6, "0.95": 0.59, "average": 8.97}, "MR-R1": {"0.5": 8.78, "0.55": 6.48, "0.6": 5.64, "0.65": 4.18, "0.7": 3.03, "0.75": 2.09, "0.8": 1.57, "0.85": 0.94, "0.9": 0.52, "0.95": 0.1}}, "short": {"MR-mAP": {"0.5": 3.8, "0.55": 2.34, "0.6": 1.66, "0.65": 1.18, "0.7": 0.83, "0.75": 0.59, "0.8": 0.42, "0.85": 0.18, "0.9": 0.18, "0.95": 0.18, "average": 1.14}, "MR-R1": {"0.5": 3.03, "0.55": 2.33, "0.6": 1.4, "0.65": 0.7, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_13_04_23 [Epoch] 019 [Loss] loss_span 0.6010 loss_giou 0.5839 loss_label 0.5096 class_error 5.2251 loss_saliency 0.2961 loss_span_0 0.6149 loss_giou_0 0.6061 loss_label_0 0.5012 class_error_0 6.0110 loss_overall 3.7127 [Metrics] {"brief": {"MR-full-R1@0.5": 19.42, "MR-full-R1@0.7": 9.42, "MR-full-mAP": 13.46, "MR-full-mAP@0.5": 29.34, "MR-full-mAP@0.75": 10.61, "MR-long-mAP": 21.95, "MR-middle-mAP": 10.91, "MR-short-mAP": 1.16, "HL-min-Fair-mAP": 48.98, "HL-min-Fair-Hit1": 40.58, "HL-min-Good-mAP": 41.64, "HL-min-Good-Hit1": 39.42, "HL-min-VeryGood-mAP": 25.49, "HL-min-VeryGood-Hit1": 32.52}, "HL-min-Fair": {"HL-mAP": 48.98, "HL-Hit1": 40.58}, "HL-min-Good": {"HL-mAP": 41.64, "HL-Hit1": 39.42}, "HL-min-VeryGood": {"HL-mAP": 25.49, "HL-Hit1": 32.52}, "full": {"MR-mAP": {"0.5": 29.34, "0.55": 23.78, "0.6": 20.06, "0.65": 16.02, "0.7": 13.38, "0.75": 10.61, "0.8": 7.91, "0.85": 5.78, "0.9": 4.43, "0.95": 3.27, "average": 13.46}, "MR-R1": {"0.5": 19.42, "0.55": 15.81, "0.6": 13.55, "0.65": 11.1, "0.7": 9.42, "0.75": 7.55, "0.8": 5.74, "0.85": 4.52, "0.9": 3.61, "0.95": 2.84}}, "long": {"MR-mAP": {"0.5": 43.84, "0.55": 36.86, "0.6": 30.39, "0.65": 24.64, "0.7": 21.83, "0.75": 17.61, "0.8": 14.09, "0.85": 12.45, "0.9": 9.62, "0.95": 8.15, "average": 21.95}, "MR-R1": {"0.5": 30.84, "0.55": 26.48, "0.6": 22.65, "0.65": 19.34, "0.7": 17.77, "0.75": 14.63, "0.8": 12.02, "0.85": 10.98, "0.9": 8.89, "0.95": 7.67}}, "middle": {"MR-mAP": {"0.5": 26.2, "0.55": 20.52, "0.6": 18.11, "0.65": 14.27, "0.7": 11.02, "0.75": 8.45, "0.8": 5.58, "0.85": 2.63, "0.9": 1.87, "0.95": 0.45, "average": 10.91}, "MR-R1": {"0.5": 11.39, "0.55": 8.67, "0.6": 7.73, "0.65": 6.06, "0.7": 4.39, "0.75": 3.34, "0.8": 1.99, "0.85": 0.73, "0.9": 0.52, "0.95": 0.0}}, "short": {"MR-mAP": {"0.5": 4.1, "0.55": 2.49, "0.6": 1.64, "0.65": 1.01, "0.7": 0.67, "0.75": 0.62, "0.8": 0.5, "0.85": 0.18, "0.9": 0.18, "0.95": 0.18, "average": 1.16}, "MR-R1": {"0.5": 3.5, "0.55": 2.33, "0.6": 1.4, "0.65": 0.7, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_09_44 [Epoch] 024 [Loss] loss_span 0.5764 loss_giou 0.5700 loss_label 0.5057 class_error 10.9184 loss_saliency 0.2787 loss_span_0 0.6011 loss_giou_0 0.5872 loss_label_0 0.4939 class_error_0 9.9908 loss_overall 3.6131 [Metrics] {"brief": {"MR-full-R1@0.5": 28.39, "MR-full-R1@0.7": 12.52, "MR-full-mAP": 16.73, "MR-full-mAP@0.5": 36.28, "MR-full-mAP@0.75": 13.75, "MR-long-mAP": 24.64, "MR-middle-mAP": 15.5, "MR-short-mAP": 1.21, "HL-min-Fair-mAP": 52.92, "HL-min-Fair-Hit1": 45.48, "HL-min-Good-mAP": 44.97, "HL-min-Good-Hit1": 44.39, "HL-min-VeryGood-mAP": 27.55, "HL-min-VeryGood-Hit1": 37.81}, "HL-min-Fair": {"HL-mAP": 52.92, "HL-Hit1": 45.48}, "HL-min-Good": {"HL-mAP": 44.97, "HL-Hit1": 44.39}, "HL-min-VeryGood": {"HL-mAP": 27.55, "HL-Hit1": 37.81}, "full": {"MR-mAP": {"0.5": 36.28, "0.55": 29.23, "0.6": 25.13, "0.65": 20.19, "0.7": 16.34, "0.75": 13.75, "0.8": 10.27, "0.85": 7.28, "0.9": 5.41, "0.95": 3.39, "average": 16.73}, "MR-R1": {"0.5": 28.39, "0.55": 22.58, "0.6": 19.23, "0.65": 15.42, "0.7": 12.52, "0.75": 10.77, "0.8": 7.94, "0.85": 5.94, "0.9": 4.39, "0.95": 2.97}}, "long": {"MR-mAP": {"0.5": 50.63, "0.55": 42.09, "0.6": 36.69, "0.65": 29.97, "0.7": 23.21, "0.75": 19.48, "0.8": 14.99, "0.85": 11.99, "0.9": 9.51, "0.95": 7.86, "average": 24.64}, "MR-R1": {"0.5": 38.33, "0.55": 31.18, "0.6": 26.83, "0.65": 21.95, "0.7": 17.77, "0.75": 15.51, "0.8": 12.02, "0.85": 9.76, "0.9": 8.36, "0.95": 7.32}}, "middle": {"MR-mAP": {"0.5": 34.92, "0.55": 27.96, "0.6": 24.17, "0.65": 19.19, "0.7": 16.04, "0.75": 13.23, "0.8": 9.28, "0.85": 5.77, "0.9": 3.56, "0.95": 0.89, "average": 15.5}, "MR-R1": {"0.5": 21.0, "0.55": 16.93, "0.6": 14.73, "0.65": 11.6, "0.7": 9.61, "0.75": 8.15, "0.8": 5.64, "0.85": 3.76, "0.9": 2.09, "0.95": 0.42}}, "short": {"MR-mAP": {"0.5": 4.84, "0.55": 2.64, "0.6": 1.44, "0.65": 1.07, "0.7": 0.61, "0.75": 0.46, "0.8": 0.35, "0.85": 0.24, "0.9": 0.24, "0.95": 0.24, "average": 1.21}, "MR-R1": {"0.5": 4.43, "0.55": 2.1, "0.6": 0.7, "0.65": 0.47, "0.7": 0.0, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_15_06 [Epoch] 029 [Loss] loss_span 0.5769 loss_giou 0.5428 loss_label 0.4959 class_error 9.5076 loss_saliency 0.2722 loss_span_0 0.5945 loss_giou_0 0.5571 loss_label_0 0.4819 class_error_0 9.3947 loss_overall 3.5213 [Metrics] {"brief": {"MR-full-R1@0.5": 34.71, "MR-full-R1@0.7": 17.35, "MR-full-mAP": 21.46, "MR-full-mAP@0.5": 43.15, "MR-full-mAP@0.75": 18.03, "MR-long-mAP": 32.91, "MR-middle-mAP": 18.88, "MR-short-mAP": 1.31, "HL-min-Fair-mAP": 57.62, "HL-min-Fair-Hit1": 53.03, "HL-min-Good-mAP": 48.91, "HL-min-Good-Hit1": 51.42, "HL-min-VeryGood-mAP": 29.9, "HL-min-VeryGood-Hit1": 42.9}, "HL-min-Fair": {"HL-mAP": 57.62, "HL-Hit1": 53.03}, "HL-min-Good": {"HL-mAP": 48.91, "HL-Hit1": 51.42}, "HL-min-VeryGood": {"HL-mAP": 29.9, "HL-Hit1": 42.9}, "full": {"MR-mAP": {"0.5": 43.15, "0.55": 37.13, "0.6": 32.22, "0.65": 26.36, "0.7": 22.56, "0.75": 18.03, "0.8": 13.93, "0.85": 10.34, "0.9": 6.92, "0.95": 3.9, "average": 21.46}, "MR-R1": {"0.5": 34.71, "0.55": 29.94, "0.6": 25.35, "0.65": 20.0, "0.7": 17.35, "0.75": 14.06, "0.8": 10.71, "0.85": 8.0, "0.9": 5.29, "0.95": 3.35}}, "long": {"MR-mAP": {"0.5": 59.94, "0.55": 55.13, "0.6": 47.52, "0.65": 41.28, "0.7": 34.96, "0.75": 28.71, "0.8": 22.22, "0.85": 18.48, "0.9": 12.54, "0.95": 8.34, "average": 32.91}, "MR-R1": {"0.5": 46.86, "0.55": 42.33, "0.6": 35.89, "0.65": 30.66, "0.7": 26.48, "0.75": 21.95, "0.8": 16.72, "0.85": 14.29, "0.9": 9.93, "0.95": 7.67}}, "middle": {"MR-mAP": {"0.5": 41.59, "0.55": 34.3, "0.6": 30.21, "0.65": 22.93, "0.7": 19.53, "0.75": 15.13, "0.8": 11.64, "0.85": 7.28, "0.9": 4.58, "0.95": 1.62, "average": 18.88}, "MR-R1": {"0.5": 26.12, "0.55": 21.73, "0.6": 19.02, "0.65": 13.79, "0.7": 12.02, "0.75": 9.51, "0.8": 7.21, "0.85": 4.39, "0.9": 2.61, "0.95": 0.84}}, "short": {"MR-mAP": {"0.5": 5.12, "0.55": 2.72, "0.6": 1.8, "0.65": 0.99, "0.7": 0.75, "0.75": 0.49, "0.8": 0.43, "0.85": 0.25, "0.9": 0.25, "0.95": 0.25, "average": 1.31}, "MR-R1": {"0.5": 4.43, "0.55": 3.03, "0.6": 1.17, "0.65": 0.47, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_20_24 [Epoch] 034 [Loss] loss_span 0.5500 loss_giou 0.5458 loss_label 0.5259 class_error 15.6010 loss_saliency 0.2497 loss_span_0 0.5689 loss_giou_0 0.5526 loss_label_0 0.4940 class_error_0 15.0615 loss_overall 3.4868 [Metrics] {"brief": {"MR-full-R1@0.5": 38.71, "MR-full-R1@0.7": 20.19, "MR-full-mAP": 23.14, "MR-full-mAP@0.5": 46.38, "MR-full-mAP@0.75": 20.3, "MR-long-mAP": 33.91, "MR-middle-mAP": 21.61, "MR-short-mAP": 1.17, "HL-min-Fair-mAP": 60.76, "HL-min-Fair-Hit1": 56.06, "HL-min-Good-mAP": 51.64, "HL-min-Good-Hit1": 54.65, "HL-min-VeryGood-mAP": 31.67, "HL-min-VeryGood-Hit1": 45.68}, "HL-min-Fair": {"HL-mAP": 60.76, "HL-Hit1": 56.06}, "HL-min-Good": {"HL-mAP": 51.64, "HL-Hit1": 54.65}, "HL-min-VeryGood": {"HL-mAP": 31.67, "HL-Hit1": 45.68}, "full": {"MR-mAP": {"0.5": 46.38, "0.55": 39.64, "0.6": 34.86, "0.65": 29.5, "0.7": 24.99, "0.75": 20.3, "0.8": 15.51, "0.85": 10.11, "0.9": 6.72, "0.95": 3.36, "average": 23.14}, "MR-R1": {"0.5": 38.71, "0.55": 32.84, "0.6": 28.77, "0.65": 24.32, "0.7": 20.19, "0.75": 16.13, "0.8": 12.32, "0.85": 8.06, "0.9": 5.35, "0.95": 2.77}}, "long": {"MR-mAP": {"0.5": 61.73, "0.55": 55.1, "0.6": 49.35, "0.65": 42.75, "0.7": 36.23, "0.75": 30.36, "0.8": 24.92, "0.85": 18.36, "0.9": 12.45, "0.95": 7.83, "average": 33.91}, "MR-R1": {"0.5": 50.17, "0.55": 43.55, "0.6": 38.68, "0.65": 33.1, "0.7": 27.87, "0.75": 23.0, "0.8": 19.34, "0.85": 14.29, "0.9": 9.76, "0.95": 6.45}}, "middle": {"MR-mAP": {"0.5": 47.01, "0.55": 39.41, "0.6": 34.4, "0.65": 28.21, "0.7": 23.7, "0.75": 18.4, "0.8": 13.1, "0.85": 7.02, "0.9": 4.06, "0.95": 0.83, "average": 21.61}, "MR-R1": {"0.5": 31.03, "0.55": 26.12, "0.6": 22.88, "0.65": 19.33, "0.7": 15.88, "0.75": 12.23, "0.8": 8.25, "0.85": 4.49, "0.9": 2.82, "0.95": 0.63}}, "short": {"MR-mAP": {"0.5": 4.7, "0.55": 2.32, "0.6": 1.54, "0.65": 0.84, "0.7": 0.67, "0.75": 0.57, "0.8": 0.46, "0.85": 0.2, "0.9": 0.2, "0.95": 0.2, "average": 1.17}, "MR-R1": {"0.5": 3.5, "0.55": 2.1, "0.6": 1.17, "0.65": 0.47, "0.7": 0.23, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_25_46 [Epoch] 039 [Loss] loss_span 0.5464 loss_giou 0.5469 loss_label 0.4978 class_error 12.7535 loss_saliency 0.2423 loss_span_0 0.5721 loss_giou_0 0.5566 loss_label_0 0.5010 class_error_0 13.8361 loss_overall 3.4631 [Metrics] {"brief": {"MR-full-R1@0.5": 40.65, "MR-full-R1@0.7": 22.52, "MR-full-mAP": 24.83, "MR-full-mAP@0.5": 46.9, "MR-full-mAP@0.75": 22.06, "MR-long-mAP": 37.22, "MR-middle-mAP": 22.19, "MR-short-mAP": 1.63, "HL-min-Fair-mAP": 62.7, "HL-min-Fair-Hit1": 60.58, "HL-min-Good-mAP": 53.32, "HL-min-Good-Hit1": 58.97, "HL-min-VeryGood-mAP": 32.74, "HL-min-VeryGood-Hit1": 48.77}, "HL-min-Fair": {"HL-mAP": 62.7, "HL-Hit1": 60.58}, "HL-min-Good": {"HL-mAP": 53.32, "HL-Hit1": 58.97}, "HL-min-VeryGood": {"HL-mAP": 32.74, "HL-Hit1": 48.77}, "full": {"MR-mAP": {"0.5": 46.9, "0.55": 41.04, "0.6": 36.28, "0.65": 30.93, "0.7": 26.67, "0.75": 22.06, "0.8": 17.06, "0.85": 12.7, "0.9": 8.95, "0.95": 5.68, "average": 24.83}, "MR-R1": {"0.5": 40.65, "0.55": 35.03, "0.6": 30.45, "0.65": 26.13, "0.7": 22.52, "0.75": 18.58, "0.8": 14.39, "0.85": 10.9, "0.9": 7.94, "0.95": 5.16}}, "long": {"MR-mAP": {"0.5": 63.2, "0.55": 58.41, "0.6": 52.96, "0.65": 47.95, "0.7": 41.11, "0.75": 34.41, "0.8": 27.6, "0.85": 21.27, "0.9": 14.78, "0.95": 10.49, "average": 37.22}, "MR-R1": {"0.5": 51.57, "0.55": 47.39, "0.6": 42.86, "0.65": 38.68, "0.7": 32.93, "0.75": 27.35, "0.8": 21.95, "0.85": 17.07, "0.9": 12.37, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 46.31, "0.55": 38.96, "0.6": 33.67, "0.65": 27.37, "0.7": 23.16, "0.75": 18.74, "0.8": 13.75, "0.85": 9.73, "0.9": 6.9, "0.95": 3.32, "average": 22.19}, "MR-R1": {"0.5": 33.23, "0.55": 27.27, "0.6": 23.3, "0.65": 19.02, "0.7": 16.61, "0.75": 13.69, "0.8": 10.14, "0.85": 7.42, "0.9": 5.43, "0.95": 2.82}}, "short": {"MR-mAP": {"0.5": 5.23, "0.55": 3.69, "0.6": 2.55, "0.65": 1.46, "0.7": 1.04, "0.75": 0.95, "0.8": 0.61, "0.85": 0.25, "0.9": 0.25, "0.95": 0.25, "average": 1.63}, "MR-R1": {"0.5": 3.73, "0.55": 2.33, "0.6": 0.7, "0.65": 0.23, "0.7": 0.23, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_31_05 [Epoch] 044 [Loss] loss_span 0.5647 loss_giou 0.5367 loss_label 0.5061 class_error 14.7438 loss_saliency 0.2398 loss_span_0 0.5806 loss_giou_0 0.5614 loss_label_0 0.5083 class_error_0 16.3073 loss_overall 3.4976 [Metrics] {"brief": {"MR-full-R1@0.5": 43.48, "MR-full-R1@0.7": 24.06, "MR-full-mAP": 25.53, "MR-full-mAP@0.5": 49.58, "MR-full-mAP@0.75": 21.68, "MR-long-mAP": 35.35, "MR-middle-mAP": 24.45, "MR-short-mAP": 1.65, "HL-min-Fair-mAP": 63.15, "HL-min-Fair-Hit1": 60.26, "HL-min-Good-mAP": 53.71, "HL-min-Good-Hit1": 58.84, "HL-min-VeryGood-mAP": 32.99, "HL-min-VeryGood-Hit1": 49.03}, "HL-min-Fair": {"HL-mAP": 63.15, "HL-Hit1": 60.26}, "HL-min-Good": {"HL-mAP": 53.71, "HL-Hit1": 58.84}, "HL-min-VeryGood": {"HL-mAP": 32.99, "HL-Hit1": 49.03}, "full": {"MR-mAP": {"0.5": 49.58, "0.55": 43.18, "0.6": 38.95, "0.65": 32.61, "0.7": 28.07, "0.75": 21.68, "0.8": 16.68, "0.85": 11.53, "0.9": 8.27, "0.95": 4.72, "average": 25.53}, "MR-R1": {"0.5": 43.48, "0.55": 36.9, "0.6": 32.84, "0.65": 27.61, "0.7": 24.06, "0.75": 18.52, "0.8": 14.32, "0.85": 9.87, "0.9": 6.97, "0.95": 4.19}}, "long": {"MR-mAP": {"0.5": 63.33, "0.55": 56.54, "0.6": 52.01, "0.65": 44.34, "0.7": 38.03, "0.75": 31.65, "0.8": 26.43, "0.85": 18.44, "0.9": 13.75, "0.95": 9.0, "average": 35.35}, "MR-R1": {"0.5": 52.26, "0.55": 45.12, "0.6": 40.77, "0.65": 34.32, "0.7": 29.79, "0.75": 24.56, "0.8": 20.38, "0.85": 14.29, "0.9": 10.45, "0.95": 7.49}}, "middle": {"MR-mAP": {"0.5": 50.76, "0.55": 43.46, "0.6": 38.67, "0.65": 31.76, "0.7": 27.51, "0.75": 20.02, "0.8": 13.95, "0.85": 9.52, "0.9": 6.21, "0.95": 2.59, "average": 24.45}, "MR-R1": {"0.5": 36.89, "0.55": 31.87, "0.6": 28.42, "0.65": 23.93, "0.7": 21.11, "0.75": 15.26, "0.8": 10.97, "0.85": 7.42, "0.9": 5.02, "0.95": 2.3}}, "short": {"MR-mAP": {"0.5": 5.53, "0.55": 3.53, "0.6": 2.55, "0.65": 1.72, "0.7": 1.03, "0.75": 0.82, "0.8": 0.62, "0.85": 0.24, "0.9": 0.24, "0.95": 0.24, "average": 1.65}, "MR-R1": {"0.5": 4.9, "0.55": 1.86, "0.6": 0.7, "0.65": 0.47, "0.7": 0.0, "0.75": 0.0, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_36_26 [Epoch] 049 [Loss] loss_span 0.5534 loss_giou 0.5409 loss_label 0.4937 class_error 13.0729 loss_saliency 0.2346 loss_span_0 0.5726 loss_giou_0 0.5634 loss_label_0 0.4787 class_error_0 13.1292 loss_overall 3.4374 [Metrics] {"brief": {"MR-full-R1@0.5": 42.45, "MR-full-R1@0.7": 24.32, "MR-full-mAP": 25.29, "MR-full-mAP@0.5": 48.7, "MR-full-mAP@0.75": 22.59, "MR-long-mAP": 35.09, "MR-middle-mAP": 24.3, "MR-short-mAP": 1.87, "HL-min-Fair-mAP": 64.45, "HL-min-Fair-Hit1": 62.71, "HL-min-Good-mAP": 54.93, "HL-min-Good-Hit1": 61.68, "HL-min-VeryGood-mAP": 33.54, "HL-min-VeryGood-Hit1": 51.29}, "HL-min-Fair": {"HL-mAP": 64.45, "HL-Hit1": 62.71}, "HL-min-Good": {"HL-mAP": 54.93, "HL-Hit1": 61.68}, "HL-min-VeryGood": {"HL-mAP": 33.54, "HL-Hit1": 51.29}, "full": {"MR-mAP": {"0.5": 48.7, "0.55": 43.06, "0.6": 38.63, "0.65": 32.31, "0.7": 27.6, "0.75": 22.59, "0.8": 16.69, "0.85": 11.54, "0.9": 7.34, "0.95": 4.43, "average": 25.29}, "MR-R1": {"0.5": 42.45, "0.55": 37.35, "0.6": 33.48, "0.65": 28.13, "0.7": 24.32, "0.75": 19.94, "0.8": 14.77, "0.85": 9.87, "0.9": 6.39, "0.95": 3.94}}, "long": {"MR-mAP": {"0.5": 59.88, "0.55": 55.93, "0.6": 50.09, "0.65": 44.76, "0.7": 38.97, "0.75": 33.17, "0.8": 26.82, "0.85": 19.73, "0.9": 12.89, "0.95": 8.67, "average": 35.09}, "MR-R1": {"0.5": 50.35, "0.55": 46.69, "0.6": 41.64, "0.65": 36.93, "0.7": 32.58, "0.75": 28.05, "0.8": 22.65, "0.85": 16.38, "0.9": 10.45, "0.95": 7.84}}, "middle": {"MR-mAP": {"0.5": 50.85, "0.55": 44.02, "0.6": 39.62, "0.65": 31.68, "0.7": 26.59, "0.75": 20.67, "0.8": 13.47, "0.85": 8.64, "0.9": 5.29, "0.95": 2.19, "average": 24.3}, "MR-R1": {"0.5": 36.99, "0.55": 31.87, "0.6": 28.74, "0.65": 23.3, "0.7": 19.75, "0.75": 15.36, "0.8": 10.24, "0.85": 6.06, "0.9": 3.97, "0.95": 1.57}}, "short": {"MR-mAP": {"0.5": 6.46, "0.55": 3.71, "0.6": 3.05, "0.65": 1.72, "0.7": 1.2, "0.75": 0.95, "0.8": 0.67, "0.85": 0.32, "0.9": 0.32, "0.95": 0.32, "average": 1.87}, "MR-R1": {"0.5": 3.5, "0.55": 1.4, "0.6": 1.17, "0.65": 0.23, "0.7": 0.23, "0.75": 0.23, "0.8": 0.23, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_13_41_59 [Epoch] 054 [Loss] loss_span 0.5433 loss_giou 0.5406 loss_label 0.4840 class_error 11.9544 loss_saliency 0.2298 loss_span_0 0.5562 loss_giou_0 0.5440 loss_label_0 0.4892 class_error_0 12.0364 loss_overall 3.3871 [Metrics] {"brief": {"MR-full-R1@0.5": 45.87, "MR-full-R1@0.7": 25.23, "MR-full-mAP": 26.49, "MR-full-mAP@0.5": 50.61, "MR-full-mAP@0.75": 23.15, "MR-long-mAP": 37.05, "MR-middle-mAP": 25.23, "MR-short-mAP": 2.13, "HL-min-Fair-mAP": 65.52, "HL-min-Fair-Hit1": 64.0, "HL-min-Good-mAP": 55.91, "HL-min-Good-Hit1": 62.65, "HL-min-VeryGood-mAP": 34.11, "HL-min-VeryGood-Hit1": 52.45}, "HL-min-Fair": {"HL-mAP": 65.52, "HL-Hit1": 64.0}, "HL-min-Good": {"HL-mAP": 55.91, "HL-Hit1": 62.65}, "HL-min-VeryGood": {"HL-mAP": 34.11, "HL-Hit1": 52.45}, "full": {"MR-mAP": {"0.5": 50.61, "0.55": 44.16, "0.6": 40.11, "0.65": 33.33, "0.7": 28.55, "0.75": 23.15, "0.8": 17.93, "0.85": 13.15, "0.9": 8.78, "0.95": 5.15, "average": 26.49}, "MR-R1": {"0.5": 45.87, "0.55": 39.81, "0.6": 35.74, "0.65": 29.61, "0.7": 25.23, "0.75": 20.32, "0.8": 15.68, "0.85": 11.48, "0.9": 7.61, "0.95": 4.26}}, "long": {"MR-mAP": {"0.5": 63.41, "0.55": 59.01, "0.6": 53.24, "0.65": 47.36, "0.7": 40.59, "0.75": 34.09, "0.8": 26.99, "0.85": 20.92, "0.9": 14.56, "0.95": 10.3, "average": 37.05}, "MR-R1": {"0.5": 53.31, "0.55": 49.65, "0.6": 43.9, "0.65": 38.5, "0.7": 32.93, "0.75": 27.53, "0.8": 21.78, "0.85": 17.07, "0.9": 11.85, "0.95": 8.54}}, "middle": {"MR-mAP": {"0.5": 52.59, "0.55": 44.29, "0.6": 40.33, "0.65": 32.12, "0.7": 27.29, "0.75": 20.99, "0.8": 15.44, "0.85": 10.49, "0.9": 6.43, "0.95": 2.35, "average": 25.23}, "MR-R1": {"0.5": 40.33, "0.55": 33.65, "0.6": 30.83, "0.65": 24.56, "0.7": 20.9, "0.75": 16.2, "0.8": 12.12, "0.85": 8.36, "0.9": 5.22, "0.95": 1.78}}, "short": {"MR-mAP": {"0.5": 6.79, "0.55": 4.2, "0.6": 3.5, "0.65": 1.93, "0.7": 1.47, "0.75": 1.39, "0.8": 1.09, "0.85": 0.3, "0.9": 0.3, "0.95": 0.3, "average": 2.13}, "MR-R1": {"0.5": 4.43, "0.55": 2.33, "0.6": 1.63, "0.65": 0.7, "0.7": 0.47, "0.75": 0.47, "0.8": 0.47, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_47_33 [Epoch] 059 [Loss] loss_span 0.5430 loss_giou 0.5388 loss_label 0.5116 class_error 16.8536 loss_saliency 0.2274 loss_span_0 0.5704 loss_giou_0 0.5608 loss_label_0 0.4891 class_error_0 16.3761 loss_overall 3.4411 [Metrics] {"brief": {"MR-full-R1@0.5": 48.06, "MR-full-R1@0.7": 26.97, "MR-full-mAP": 27.32, "MR-full-mAP@0.5": 51.69, "MR-full-mAP@0.75": 24.98, "MR-long-mAP": 38.23, "MR-middle-mAP": 25.72, "MR-short-mAP": 2.38, "HL-min-Fair-mAP": 65.76, "HL-min-Fair-Hit1": 63.61, "HL-min-Good-mAP": 56.01, "HL-min-Good-Hit1": 62.0, "HL-min-VeryGood-mAP": 33.99, "HL-min-VeryGood-Hit1": 51.68}, "HL-min-Fair": {"HL-mAP": 65.76, "HL-Hit1": 63.61}, "HL-min-Good": {"HL-mAP": 56.01, "HL-Hit1": 62.0}, "HL-min-VeryGood": {"HL-mAP": 33.99, "HL-Hit1": 51.68}, "full": {"MR-mAP": {"0.5": 51.69, "0.55": 45.48, "0.6": 40.59, "0.65": 34.79, "0.7": 29.7, "0.75": 24.98, "0.8": 19.04, "0.85": 13.31, "0.9": 8.96, "0.95": 4.63, "average": 27.32}, "MR-R1": {"0.5": 48.06, "0.55": 42.19, "0.6": 37.29, "0.65": 31.74, "0.7": 26.97, "0.75": 22.45, "0.8": 16.9, "0.85": 12.06, "0.9": 7.81, "0.95": 4.06}}, "long": {"MR-mAP": {"0.5": 63.35, "0.55": 58.88, "0.6": 53.1, "0.65": 47.27, "0.7": 42.56, "0.75": 36.88, "0.8": 30.52, "0.85": 23.76, "0.9": 16.32, "0.95": 9.63, "average": 38.23}, "MR-R1": {"0.5": 54.53, "0.55": 50.7, "0.6": 45.47, "0.65": 39.55, "0.7": 35.54, "0.75": 30.49, "0.8": 25.09, "0.85": 19.69, "0.9": 13.41, "0.95": 8.36}}, "middle": {"MR-mAP": {"0.5": 54.23, "0.55": 46.81, "0.6": 41.1, "0.65": 34.09, "0.7": 27.62, "0.75": 22.07, "0.8": 14.88, "0.85": 9.19, "0.9": 5.34, "0.95": 1.87, "average": 25.72}, "MR-R1": {"0.5": 43.47, "0.55": 37.41, "0.6": 32.81, "0.65": 27.48, "0.7": 22.15, "0.75": 17.97, "0.8": 12.23, "0.85": 7.73, "0.9": 4.6, "0.95": 1.57}}, "short": {"MR-mAP": {"0.5": 7.25, "0.55": 4.24, "0.6": 3.5, "0.65": 2.34, "0.7": 1.83, "0.75": 1.63, "0.8": 1.32, "0.85": 0.55, "0.9": 0.55, "0.95": 0.55, "average": 2.38}, "MR-R1": {"0.5": 3.73, "0.55": 1.17, "0.6": 0.7, "0.65": 0.47, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_13_53_06 [Epoch] 064 [Loss] loss_span 0.5574 loss_giou 0.5329 loss_label 0.5468 class_error 19.3817 loss_saliency 0.2217 loss_span_0 0.5769 loss_giou_0 0.5461 loss_label_0 0.5328 class_error_0 18.5783 loss_overall 3.5146 [Metrics] {"brief": {"MR-full-R1@0.5": 48.26, "MR-full-R1@0.7": 27.16, "MR-full-mAP": 28.75, "MR-full-mAP@0.5": 52.71, "MR-full-mAP@0.75": 26.08, "MR-long-mAP": 41.49, "MR-middle-mAP": 26.16, "MR-short-mAP": 2.37, "HL-min-Fair-mAP": 66.77, "HL-min-Fair-Hit1": 65.94, "HL-min-Good-mAP": 56.86, "HL-min-Good-Hit1": 64.32, "HL-min-VeryGood-mAP": 34.65, "HL-min-VeryGood-Hit1": 53.87}, "HL-min-Fair": {"HL-mAP": 66.77, "HL-Hit1": 65.94}, "HL-min-Good": {"HL-mAP": 56.86, "HL-Hit1": 64.32}, "HL-min-VeryGood": {"HL-mAP": 34.65, "HL-Hit1": 53.87}, "full": {"MR-mAP": {"0.5": 52.71, "0.55": 46.62, "0.6": 42.46, "0.65": 36.36, "0.7": 30.54, "0.75": 26.08, "0.8": 20.65, "0.85": 15.33, "0.9": 10.77, "0.95": 6.01, "average": 28.75}, "MR-R1": {"0.5": 48.26, "0.55": 42.26, "0.6": 38.06, "0.65": 32.52, "0.7": 27.16, "0.75": 23.55, "0.8": 18.45, "0.85": 13.87, "0.9": 9.87, "0.95": 5.48}}, "long": {"MR-mAP": {"0.5": 66.65, "0.55": 61.96, "0.6": 55.94, "0.65": 51.38, "0.7": 45.29, "0.75": 40.51, "0.8": 33.35, "0.85": 27.68, "0.9": 19.67, "0.95": 12.53, "average": 41.49}, "MR-R1": {"0.5": 57.32, "0.55": 52.44, "0.6": 46.34, "0.65": 42.16, "0.7": 37.11, "0.75": 33.62, "0.8": 27.7, "0.85": 23.0, "0.9": 17.07, "0.95": 10.98}}, "middle": {"MR-mAP": {"0.5": 53.68, "0.55": 46.47, "0.6": 42.41, "0.65": 34.19, "0.7": 27.44, "0.75": 22.03, "0.8": 16.01, "0.85": 10.25, "0.9": 6.62, "0.95": 2.48, "average": 26.16}, "MR-R1": {"0.5": 41.38, "0.55": 35.63, "0.6": 32.92, "0.65": 26.65, "0.7": 21.32, "0.75": 17.66, "0.8": 13.06, "0.85": 8.57, "0.9": 5.64, "0.95": 2.19}}, "short": {"MR-mAP": {"0.5": 7.72, "0.55": 4.35, "0.6": 3.59, "0.65": 2.4, "0.7": 1.56, "0.75": 1.43, "0.8": 1.15, "0.85": 0.5, "0.9": 0.5, "0.95": 0.5, "average": 2.37}, "MR-R1": {"0.5": 5.36, "0.55": 3.03, "0.6": 2.1, "0.65": 1.63, "0.7": 0.93, "0.75": 0.7, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_13_58_41 [Epoch] 069 [Loss] loss_span 0.5581 loss_giou 0.5321 loss_label 0.5575 class_error 19.7858 loss_saliency 0.2349 loss_span_0 0.5913 loss_giou_0 0.5443 loss_label_0 0.5379 class_error_0 19.8230 loss_overall 3.5563 [Metrics] {"brief": {"MR-full-R1@0.5": 49.16, "MR-full-R1@0.7": 28.0, "MR-full-mAP": 28.88, "MR-full-mAP@0.5": 53.33, "MR-full-mAP@0.75": 26.27, "MR-long-mAP": 41.96, "MR-middle-mAP": 25.97, "MR-short-mAP": 2.44, "HL-min-Fair-mAP": 66.47, "HL-min-Fair-Hit1": 63.68, "HL-min-Good-mAP": 56.62, "HL-min-Good-Hit1": 62.13, "HL-min-VeryGood-mAP": 34.43, "HL-min-VeryGood-Hit1": 52.06}, "HL-min-Fair": {"HL-mAP": 66.47, "HL-Hit1": 63.68}, "HL-min-Good": {"HL-mAP": 56.62, "HL-Hit1": 62.13}, "HL-min-VeryGood": {"HL-mAP": 34.43, "HL-Hit1": 52.06}, "full": {"MR-mAP": {"0.5": 53.33, "0.55": 46.56, "0.6": 42.38, "0.65": 35.55, "0.7": 30.84, "0.75": 26.27, "0.8": 21.49, "0.85": 15.49, "0.9": 10.67, "0.95": 6.19, "average": 28.88}, "MR-R1": {"0.5": 49.16, "0.55": 42.45, "0.6": 38.26, "0.65": 31.61, "0.7": 28.0, "0.75": 23.94, "0.8": 19.48, "0.85": 13.94, "0.9": 9.87, "0.95": 5.87}}, "long": {"MR-mAP": {"0.5": 69.35, "0.55": 62.23, "0.6": 56.68, "0.65": 50.95, "0.7": 45.9, "0.75": 40.54, "0.8": 35.03, "0.85": 26.9, "0.9": 19.41, "0.95": 12.62, "average": 41.96}, "MR-R1": {"0.5": 60.1, "0.55": 52.79, "0.6": 47.39, "0.65": 41.64, "0.7": 37.8, "0.75": 33.62, "0.8": 29.44, "0.85": 22.82, "0.9": 16.9, "0.95": 11.32}}, "middle": {"MR-mAP": {"0.5": 53.43, "0.55": 46.21, "0.6": 41.28, "0.65": 32.57, "0.7": 27.28, "0.75": 22.0, "0.8": 16.21, "0.85": 10.76, "0.9": 6.89, "0.95": 3.03, "average": 25.97}, "MR-R1": {"0.5": 41.8, "0.55": 36.15, "0.6": 32.71, "0.65": 25.71, "0.7": 22.26, "0.75": 18.39, "0.8": 13.69, "0.85": 8.78, "0.9": 5.75, "0.95": 2.61}}, "short": {"MR-mAP": {"0.5": 6.74, "0.55": 4.63, "0.6": 4.24, "0.65": 3.19, "0.7": 2.08, "0.75": 1.38, "0.8": 0.98, "0.85": 0.4, "0.9": 0.4, "0.95": 0.4, "average": 2.44}, "MR-R1": {"0.5": 3.96, "0.55": 2.1, "0.6": 1.86, "0.65": 1.17, "0.7": 0.93, "0.75": 0.47, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_14_04_13 [Epoch] 074 [Loss] loss_span 0.5622 loss_giou 0.5384 loss_label 0.6026 class_error 20.7191 loss_saliency 0.2317 loss_span_0 0.5782 loss_giou_0 0.5511 loss_label_0 0.6059 class_error_0 21.9726 loss_overall 3.6702 [Metrics] {"brief": {"MR-full-R1@0.5": 49.16, "MR-full-R1@0.7": 28.9, "MR-full-mAP": 29.26, "MR-full-mAP@0.5": 52.54, "MR-full-mAP@0.75": 27.59, "MR-long-mAP": 41.0, "MR-middle-mAP": 27.42, "MR-short-mAP": 2.34, "HL-min-Fair-mAP": 66.86, "HL-min-Fair-Hit1": 65.16, "HL-min-Good-mAP": 56.83, "HL-min-Good-Hit1": 62.84, "HL-min-VeryGood-mAP": 34.72, "HL-min-VeryGood-Hit1": 53.61}, "HL-min-Fair": {"HL-mAP": 66.86, "HL-Hit1": 65.16}, "HL-min-Good": {"HL-mAP": 56.83, "HL-Hit1": 62.84}, "HL-min-VeryGood": {"HL-mAP": 34.72, "HL-Hit1": 53.61}, "full": {"MR-mAP": {"0.5": 52.54, "0.55": 46.57, "0.6": 43.14, "0.65": 37.36, "0.7": 31.69, "0.75": 27.59, "0.8": 21.64, "0.85": 15.26, "0.9": 10.86, "0.95": 5.98, "average": 29.26}, "MR-R1": {"0.5": 49.16, "0.55": 43.55, "0.6": 40.13, "0.65": 34.45, "0.7": 28.9, "0.75": 25.48, "0.8": 19.81, "0.85": 14.06, "0.9": 10.39, "0.95": 5.68}}, "long": {"MR-mAP": {"0.5": 66.39, "0.55": 61.33, "0.6": 56.44, "0.65": 51.27, "0.7": 45.17, "0.75": 41.57, "0.8": 33.32, "0.85": 25.79, "0.9": 17.85, "0.95": 10.88, "average": 41.0}, "MR-R1": {"0.5": 58.36, "0.55": 52.96, "0.6": 48.26, "0.65": 43.73, "0.7": 38.15, "0.75": 35.89, "0.8": 28.75, "0.85": 22.3, "0.9": 15.85, "0.95": 9.76}}, "middle": {"MR-mAP": {"0.5": 53.96, "0.55": 46.69, "0.6": 43.54, "0.65": 36.08, "0.7": 29.46, "0.75": 23.78, "0.8": 17.86, "0.85": 11.23, "0.9": 8.04, "0.95": 3.56, "average": 27.42}, "MR-R1": {"0.5": 42.95, "0.55": 37.51, "0.6": 35.42, "0.65": 29.36, "0.7": 23.82, "0.75": 19.64, "0.8": 14.73, "0.85": 9.3, "0.9": 7.21, "0.95": 3.24}}, "short": {"MR-mAP": {"0.5": 6.88, "0.55": 4.69, "0.6": 3.43, "0.65": 2.22, "0.7": 1.48, "0.75": 1.44, "0.8": 1.19, "0.85": 0.69, "0.9": 0.69, "0.95": 0.69, "average": 2.34}, "MR-R1": {"0.5": 3.73, "0.55": 2.8, "0.6": 1.4, "0.65": 0.47, "0.7": 0.23, "0.75": 0.23, "0.8": 0.23, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_14_09_47 [Epoch] 079 [Loss] loss_span 0.5459 loss_giou 0.5378 loss_label 0.5861 class_error 19.2414 loss_saliency 0.2271 loss_span_0 0.5757 loss_giou_0 0.5655 loss_label_0 0.5599 class_error_0 18.7932 loss_overall 3.5981 [Metrics] {"brief": {"MR-full-R1@0.5": 49.42, "MR-full-R1@0.7": 30.39, "MR-full-mAP": 29.22, "MR-full-mAP@0.5": 52.94, "MR-full-mAP@0.75": 27.33, "MR-long-mAP": 40.16, "MR-middle-mAP": 27.72, "MR-short-mAP": 2.82, "HL-min-Fair-mAP": 67.74, "HL-min-Fair-Hit1": 66.13, "HL-min-Good-mAP": 57.67, "HL-min-Good-Hit1": 64.52, "HL-min-VeryGood-mAP": 35.29, "HL-min-VeryGood-Hit1": 53.48}, "HL-min-Fair": {"HL-mAP": 67.74, "HL-Hit1": 66.13}, "HL-min-Good": {"HL-mAP": 57.67, "HL-Hit1": 64.52}, "HL-min-VeryGood": {"HL-mAP": 35.29, "HL-Hit1": 53.48}, "full": {"MR-mAP": {"0.5": 52.94, "0.55": 46.63, "0.6": 42.48, "0.65": 37.13, "0.7": 32.38, "0.75": 27.33, "0.8": 21.69, "0.85": 15.65, "0.9": 10.36, "0.95": 5.65, "average": 29.22}, "MR-R1": {"0.5": 49.42, "0.55": 43.94, "0.6": 39.61, "0.65": 34.71, "0.7": 30.39, "0.75": 25.23, "0.8": 19.94, "0.85": 14.39, "0.9": 9.48, "0.95": 4.84}}, "long": {"MR-mAP": {"0.5": 65.28, "0.55": 58.61, "0.6": 54.82, "0.65": 50.37, "0.7": 45.5, "0.75": 40.17, "0.8": 34.07, "0.85": 25.04, "0.9": 17.2, "0.95": 10.56, "average": 40.16}, "MR-R1": {"0.5": 56.62, "0.55": 50.35, "0.6": 46.69, "0.65": 42.86, "0.7": 38.5, "0.75": 34.32, "0.8": 28.92, "0.85": 21.25, "0.9": 14.46, "0.95": 8.89}}, "middle": {"MR-mAP": {"0.5": 54.58, "0.55": 48.23, "0.6": 43.05, "0.65": 35.78, "0.7": 30.84, "0.75": 24.23, "0.8": 17.66, "0.85": 12.13, "0.9": 7.51, "0.95": 3.17, "average": 27.72}, "MR-R1": {"0.5": 43.47, "0.55": 39.08, "0.6": 35.01, "0.65": 29.78, "0.7": 25.6, "0.75": 19.96, "0.8": 14.84, "0.85": 10.55, "0.9": 6.69, "0.95": 2.51}}, "short": {"MR-mAP": {"0.5": 8.81, "0.55": 5.87, "0.6": 4.77, "0.65": 3.01, "0.7": 1.71, "0.75": 1.38, "0.8": 1.05, "0.85": 0.52, "0.9": 0.52, "0.95": 0.52, "average": 2.82}, "MR-R1": {"0.5": 5.83, "0.55": 4.2, "0.6": 2.56, "0.65": 1.63, "0.7": 1.17, "0.75": 0.7, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_14_15_17 [Epoch] 084 [Loss] loss_span 0.5492 loss_giou 0.5416 loss_label 0.5856 class_error 16.8746 loss_saliency 0.2289 loss_span_0 0.5613 loss_giou_0 0.5593 loss_label_0 0.5495 class_error_0 16.2807 loss_overall 3.5754 [Metrics] {"brief": {"MR-full-R1@0.5": 47.81, "MR-full-R1@0.7": 29.29, "MR-full-mAP": 28.83, "MR-full-mAP@0.5": 51.42, "MR-full-mAP@0.75": 27.1, "MR-long-mAP": 41.36, "MR-middle-mAP": 26.22, "MR-short-mAP": 2.88, "HL-min-Fair-mAP": 66.94, "HL-min-Fair-Hit1": 66.77, "HL-min-Good-mAP": 56.97, "HL-min-Good-Hit1": 64.84, "HL-min-VeryGood-mAP": 34.78, "HL-min-VeryGood-Hit1": 54.58}, "HL-min-Fair": {"HL-mAP": 66.94, "HL-Hit1": 66.77}, "HL-min-Good": {"HL-mAP": 56.97, "HL-Hit1": 64.84}, "HL-min-VeryGood": {"HL-mAP": 34.78, "HL-Hit1": 54.58}, "full": {"MR-mAP": {"0.5": 51.42, "0.55": 45.76, "0.6": 42.14, "0.65": 36.42, "0.7": 31.65, "0.75": 27.1, "0.8": 21.07, "0.85": 15.92, "0.9": 11.07, "0.95": 5.79, "average": 28.83}, "MR-R1": {"0.5": 47.81, "0.55": 42.45, "0.6": 38.9, "0.65": 33.55, "0.7": 29.29, "0.75": 25.23, "0.8": 19.55, "0.85": 14.97, "0.9": 10.39, "0.95": 5.61}}, "long": {"MR-mAP": {"0.5": 64.01, "0.55": 60.35, "0.6": 55.84, "0.65": 50.8, "0.7": 45.74, "0.75": 42.35, "0.8": 35.52, "0.85": 27.99, "0.9": 19.24, "0.95": 11.73, "average": 41.36}, "MR-R1": {"0.5": 54.7, "0.55": 51.74, "0.6": 47.74, "0.65": 43.21, "0.7": 39.2, "0.75": 36.41, "0.8": 29.97, "0.85": 24.04, "0.9": 16.9, "0.95": 10.8}}, "middle": {"MR-mAP": {"0.5": 52.42, "0.55": 45.32, "0.6": 41.45, "0.65": 34.3, "0.7": 28.72, "0.75": 22.74, "0.8": 16.0, "0.85": 11.09, "0.9": 7.45, "0.95": 2.68, "average": 26.22}, "MR-R1": {"0.5": 41.9, "0.55": 36.15, "0.6": 33.33, "0.65": 27.69, "0.7": 23.3, "0.75": 18.6, "0.8": 13.48, "0.85": 9.61, "0.9": 6.48, "0.95": 2.4}}, "short": {"MR-mAP": {"0.5": 8.45, "0.55": 5.44, "0.6": 4.44, "0.65": 3.35, "0.7": 2.2, "0.75": 1.75, "0.8": 1.2, "0.85": 0.66, "0.9": 0.66, "0.95": 0.66, "average": 2.88}, "MR-R1": {"0.5": 6.06, "0.55": 3.5, "0.6": 2.33, "0.65": 1.63, "0.7": 1.4, "0.75": 0.93, "0.8": 0.47, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2021_08_04_14_20_52 [Epoch] 089 [Loss] loss_span 0.5726 loss_giou 0.5424 loss_label 0.6611 class_error 23.5645 loss_saliency 0.2291 loss_span_0 0.5964 loss_giou_0 0.5513 loss_label_0 0.6122 class_error_0 22.0650 loss_overall 3.7652 [Metrics] {"brief": {"MR-full-R1@0.5": 50.84, "MR-full-R1@0.7": 29.68, "MR-full-mAP": 29.59, "MR-full-mAP@0.5": 53.79, "MR-full-mAP@0.75": 27.11, "MR-long-mAP": 42.74, "MR-middle-mAP": 27.16, "MR-short-mAP": 2.26, "HL-min-Fair-mAP": 67.82, "HL-min-Fair-Hit1": 67.61, "HL-min-Good-mAP": 57.76, "HL-min-Good-Hit1": 65.61, "HL-min-VeryGood-mAP": 35.41, "HL-min-VeryGood-Hit1": 54.84}, "HL-min-Fair": {"HL-mAP": 67.82, "HL-Hit1": 67.61}, "HL-min-Good": {"HL-mAP": 57.76, "HL-Hit1": 65.61}, "HL-min-VeryGood": {"HL-mAP": 35.41, "HL-Hit1": 54.84}, "full": {"MR-mAP": {"0.5": 53.79, "0.55": 47.51, "0.6": 43.51, "0.65": 37.3, "0.7": 32.04, "0.75": 27.11, "0.8": 21.67, "0.85": 16.15, "0.9": 10.69, "0.95": 6.16, "average": 29.59}, "MR-R1": {"0.5": 50.84, "0.55": 44.32, "0.6": 40.58, "0.65": 34.45, "0.7": 29.68, "0.75": 24.77, "0.8": 19.68, "0.85": 14.77, "0.9": 9.74, "0.95": 5.68}}, "long": {"MR-mAP": {"0.5": 67.61, "0.55": 61.93, "0.6": 57.26, "0.65": 52.83, "0.7": 47.75, "0.75": 43.03, "0.8": 36.25, "0.85": 28.33, "0.9": 19.22, "0.95": 13.15, "average": 42.74}, "MR-R1": {"0.5": 58.71, "0.55": 53.14, "0.6": 48.61, "0.65": 44.08, "0.7": 40.07, "0.75": 36.24, "0.8": 30.66, "0.85": 24.39, "0.9": 16.2, "0.95": 11.5}}, "middle": {"MR-mAP": {"0.5": 55.46, "0.55": 48.33, "0.6": 43.68, "0.65": 35.17, "0.7": 28.93, "0.75": 22.34, "0.8": 16.27, "0.85": 11.35, "0.9": 7.26, "0.95": 2.78, "average": 27.16}, "MR-R1": {"0.5": 45.04, "0.55": 38.98, "0.6": 35.95, "0.65": 29.05, "0.7": 23.82, "0.75": 18.29, "0.8": 13.38, "0.85": 9.3, "0.9": 6.06, "0.95": 2.3}}, "short": {"MR-mAP": {"0.5": 7.07, "0.55": 4.35, "0.6": 3.48, "0.65": 2.42, "0.7": 1.54, "0.75": 1.38, "0.8": 1.11, "0.85": 0.43, "0.9": 0.43, "0.95": 0.43, "average": 2.26}, "MR-R1": {"0.5": 4.66, "0.55": 2.1, "0.6": 1.4, "0.65": 0.7, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_14_26_29 [Epoch] 094 [Loss] loss_span 0.5609 loss_giou 0.5546 loss_label 0.5836 class_error 17.2686 loss_saliency 0.2343 loss_span_0 0.5799 loss_giou_0 0.5608 loss_label_0 0.5801 class_error_0 18.4508 loss_overall 3.6543 [Metrics] {"brief": {"MR-full-R1@0.5": 50.45, "MR-full-R1@0.7": 30.06, "MR-full-mAP": 28.74, "MR-full-mAP@0.5": 53.0, "MR-full-mAP@0.75": 26.66, "MR-long-mAP": 38.36, "MR-middle-mAP": 28.03, "MR-short-mAP": 3.38, "HL-min-Fair-mAP": 67.6, "HL-min-Fair-Hit1": 67.23, "HL-min-Good-mAP": 57.27, "HL-min-Good-Hit1": 65.48, "HL-min-VeryGood-mAP": 34.98, "HL-min-VeryGood-Hit1": 54.58}, "HL-min-Fair": {"HL-mAP": 67.6, "HL-Hit1": 67.23}, "HL-min-Good": {"HL-mAP": 57.27, "HL-Hit1": 65.48}, "HL-min-VeryGood": {"HL-mAP": 34.98, "HL-Hit1": 54.58}, "full": {"MR-mAP": {"0.5": 53.0, "0.55": 47.25, "0.6": 42.93, "0.65": 37.05, "0.7": 31.54, "0.75": 26.66, "0.8": 20.36, "0.85": 14.16, "0.9": 9.5, "0.95": 4.9, "average": 28.74}, "MR-R1": {"0.5": 50.45, "0.55": 44.77, "0.6": 40.19, "0.65": 34.9, "0.7": 30.06, "0.75": 25.48, "0.8": 19.55, "0.85": 13.81, "0.9": 9.16, "0.95": 4.65}}, "long": {"MR-mAP": {"0.5": 63.16, "0.55": 57.53, "0.6": 52.39, "0.65": 48.3, "0.7": 44.15, "0.75": 38.74, "0.8": 30.97, "0.85": 23.56, "0.9": 16.6, "0.95": 8.24, "average": 38.36}, "MR-R1": {"0.5": 55.57, "0.55": 50.52, "0.6": 45.82, "0.65": 41.99, "0.7": 38.68, "0.75": 34.15, "0.8": 27.0, "0.85": 20.56, "0.9": 14.46, "0.95": 7.14}}, "middle": {"MR-mAP": {"0.5": 56.5, "0.55": 49.77, "0.6": 44.8, "0.65": 37.29, "0.7": 29.93, "0.75": 23.85, "0.8": 17.16, "0.85": 10.99, "0.9": 6.65, "0.95": 3.39, "average": 28.03}, "MR-R1": {"0.5": 46.08, "0.55": 40.86, "0.6": 36.68, "0.65": 30.62, "0.7": 24.97, "0.75": 20.48, "0.8": 15.26, "0.85": 10.03, "0.9": 6.17, "0.95": 3.24}}, "short": {"MR-mAP": {"0.5": 8.93, "0.55": 6.42, "0.6": 5.85, "0.65": 4.19, "0.7": 2.81, "0.75": 2.29, "0.8": 1.72, "0.85": 0.51, "0.9": 0.51, "0.95": 0.51, "average": 3.38}, "MR-R1": {"0.5": 5.13, "0.55": 3.03, "0.6": 2.1, "0.65": 1.63, "0.7": 1.17, "0.75": 0.7, "0.8": 0.47, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_14_32_00 [Epoch] 099 [Loss] loss_span 0.5694 loss_giou 0.5547 loss_label 0.6673 class_error 21.9861 loss_saliency 0.2260 loss_span_0 0.5956 loss_giou_0 0.5550 loss_label_0 0.6565 class_error_0 22.3623 loss_overall 3.8245 [Metrics] {"brief": {"MR-full-R1@0.5": 49.42, "MR-full-R1@0.7": 29.16, "MR-full-mAP": 28.99, "MR-full-mAP@0.5": 52.85, "MR-full-mAP@0.75": 26.89, "MR-long-mAP": 40.3, "MR-middle-mAP": 27.31, "MR-short-mAP": 2.86, "HL-min-Fair-mAP": 67.11, "HL-min-Fair-Hit1": 66.52, "HL-min-Good-mAP": 57.23, "HL-min-Good-Hit1": 64.32, "HL-min-VeryGood-mAP": 34.93, "HL-min-VeryGood-Hit1": 53.87}, "HL-min-Fair": {"HL-mAP": 67.11, "HL-Hit1": 66.52}, "HL-min-Good": {"HL-mAP": 57.23, "HL-Hit1": 64.32}, "HL-min-VeryGood": {"HL-mAP": 34.93, "HL-Hit1": 53.87}, "full": {"MR-mAP": {"0.5": 52.85, "0.55": 46.48, "0.6": 42.15, "0.65": 36.33, "0.7": 31.69, "0.75": 26.89, "0.8": 21.67, "0.85": 15.86, "0.9": 10.75, "0.95": 5.24, "average": 28.99}, "MR-R1": {"0.5": 49.42, "0.55": 43.48, "0.6": 38.97, "0.65": 33.29, "0.7": 29.16, "0.75": 24.97, "0.8": 20.45, "0.85": 14.9, "0.9": 10.0, "0.95": 4.52}}, "long": {"MR-mAP": {"0.5": 64.98, "0.55": 59.2, "0.6": 53.84, "0.65": 48.97, "0.7": 44.88, "0.75": 39.8, "0.8": 34.15, "0.85": 27.19, "0.9": 19.26, "0.95": 10.7, "average": 40.3}, "MR-R1": {"0.5": 56.62, "0.55": 50.52, "0.6": 45.47, "0.65": 41.11, "0.7": 37.46, "0.75": 33.28, "0.8": 29.09, "0.85": 23.34, "0.9": 16.2, "0.95": 8.71}}, "middle": {"MR-mAP": {"0.5": 54.92, "0.55": 47.92, "0.6": 42.92, "0.65": 35.42, "0.7": 29.71, "0.75": 23.96, "0.8": 17.68, "0.85": 11.33, "0.9": 6.98, "0.95": 2.29, "average": 27.31}, "MR-R1": {"0.5": 44.51, "0.55": 38.77, "0.6": 34.69, "0.65": 28.63, "0.7": 24.24, "0.75": 19.96, "0.8": 15.15, "0.85": 10.03, "0.9": 6.37, "0.95": 1.99}}, "short": {"MR-mAP": {"0.5": 7.78, "0.55": 5.06, "0.6": 4.72, "0.65": 3.23, "0.7": 2.51, "0.75": 2.31, "0.8": 1.79, "0.85": 0.39, "0.9": 0.39, "0.95": 0.39, "average": 2.86}, "MR-R1": {"0.5": 3.5, "0.55": 3.03, "0.6": 2.56, "0.65": 1.4, "0.7": 1.17, "0.75": 1.17, "0.8": 1.17, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_14_37_35 [Epoch] 104 [Loss] loss_span 0.5610 loss_giou 0.5396 loss_label 0.6858 class_error 21.1351 loss_saliency 0.2364 loss_span_0 0.5720 loss_giou_0 0.5504 loss_label_0 0.6311 class_error_0 19.8577 loss_overall 3.7763 [Metrics] {"brief": {"MR-full-R1@0.5": 51.23, "MR-full-R1@0.7": 31.16, "MR-full-mAP": 30.13, "MR-full-mAP@0.5": 53.68, "MR-full-mAP@0.75": 28.35, "MR-long-mAP": 39.74, "MR-middle-mAP": 29.72, "MR-short-mAP": 3.1, "HL-min-Fair-mAP": 67.88, "HL-min-Fair-Hit1": 68.13, "HL-min-Good-mAP": 57.76, "HL-min-Good-Hit1": 66.32, "HL-min-VeryGood-mAP": 35.18, "HL-min-VeryGood-Hit1": 54.9}, "HL-min-Fair": {"HL-mAP": 67.88, "HL-Hit1": 68.13}, "HL-min-Good": {"HL-mAP": 57.76, "HL-Hit1": 66.32}, "HL-min-VeryGood": {"HL-mAP": 35.18, "HL-Hit1": 54.9}, "full": {"MR-mAP": {"0.5": 53.68, "0.55": 48.03, "0.6": 43.69, "0.65": 37.51, "0.7": 33.27, "0.75": 28.35, "0.8": 22.95, "0.85": 16.27, "0.9": 11.39, "0.95": 6.13, "average": 30.13}, "MR-R1": {"0.5": 51.23, "0.55": 45.55, "0.6": 41.16, "0.65": 35.1, "0.7": 31.16, "0.75": 26.84, "0.8": 21.68, "0.85": 15.16, "0.9": 10.65, "0.95": 5.81}}, "long": {"MR-mAP": {"0.5": 62.52, "0.55": 58.34, "0.6": 53.23, "0.65": 48.57, "0.7": 44.68, "0.75": 40.41, "0.8": 35.05, "0.85": 25.9, "0.9": 18.0, "0.95": 10.65, "average": 39.74}, "MR-R1": {"0.5": 54.36, "0.55": 50.35, "0.6": 45.47, "0.65": 40.94, "0.7": 37.63, "0.75": 34.49, "0.8": 29.79, "0.85": 22.13, "0.9": 15.16, "0.95": 9.58}}, "middle": {"MR-mAP": {"0.5": 57.76, "0.55": 50.73, "0.6": 45.72, "0.65": 37.95, "0.7": 33.05, "0.75": 26.34, "0.8": 19.75, "0.85": 13.02, "0.9": 8.96, "0.95": 3.94, "average": 29.72}, "MR-R1": {"0.5": 48.07, "0.55": 42.11, "0.6": 38.24, "0.65": 31.56, "0.7": 27.59, "0.75": 22.57, "0.8": 17.24, "0.85": 11.29, "0.9": 8.15, "0.95": 3.66}}, "short": {"MR-mAP": {"0.5": 9.08, "0.55": 5.9, "0.6": 5.1, "0.65": 3.53, "0.7": 2.21, "0.75": 2.05, "0.8": 1.44, "0.85": 0.57, "0.9": 0.57, "0.95": 0.57, "average": 3.1}, "MR-R1": {"0.5": 5.13, "0.55": 3.26, "0.6": 2.56, "0.65": 1.63, "0.7": 0.7, "0.75": 0.47, "0.8": 0.0, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_14_43_06 [Epoch] 109 [Loss] loss_span 0.5730 loss_giou 0.5507 loss_label 0.7272 class_error 22.4184 loss_saliency 0.2332 loss_span_0 0.5875 loss_giou_0 0.5529 loss_label_0 0.6475 class_error_0 21.0924 loss_overall 3.8719 [Metrics] {"brief": {"MR-full-R1@0.5": 51.68, "MR-full-R1@0.7": 32.06, "MR-full-mAP": 29.79, "MR-full-mAP@0.5": 53.58, "MR-full-mAP@0.75": 27.59, "MR-long-mAP": 41.61, "MR-middle-mAP": 27.97, "MR-short-mAP": 3.16, "HL-min-Fair-mAP": 67.6, "HL-min-Fair-Hit1": 67.68, "HL-min-Good-mAP": 57.46, "HL-min-Good-Hit1": 65.81, "HL-min-VeryGood-mAP": 35.35, "HL-min-VeryGood-Hit1": 55.55}, "HL-min-Fair": {"HL-mAP": 67.6, "HL-Hit1": 67.68}, "HL-min-Good": {"HL-mAP": 57.46, "HL-Hit1": 65.81}, "HL-min-VeryGood": {"HL-mAP": 35.35, "HL-Hit1": 55.55}, "full": {"MR-mAP": {"0.5": 53.58, "0.55": 47.74, "0.6": 43.33, "0.65": 37.71, "0.7": 32.71, "0.75": 27.59, "0.8": 22.51, "0.85": 16.44, "0.9": 10.95, "0.95": 5.33, "average": 29.79}, "MR-R1": {"0.5": 51.68, "0.55": 46.26, "0.6": 42.0, "0.65": 36.77, "0.7": 32.06, "0.75": 27.03, "0.8": 22.32, "0.85": 16.19, "0.9": 10.84, "0.95": 5.03}}, "long": {"MR-mAP": {"0.5": 64.6, "0.55": 60.13, "0.6": 55.71, "0.65": 50.59, "0.7": 46.77, "0.75": 41.33, "0.8": 36.5, "0.85": 28.73, "0.9": 20.78, "0.95": 11.01, "average": 41.61}, "MR-R1": {"0.5": 57.67, "0.55": 53.48, "0.6": 49.13, "0.65": 44.08, "0.7": 41.11, "0.75": 36.41, "0.8": 32.4, "0.85": 25.61, "0.9": 18.47, "0.95": 9.76}}, "middle": {"MR-mAP": {"0.5": 56.31, "0.55": 48.82, "0.6": 43.19, "0.65": 36.77, "0.7": 30.27, "0.75": 24.35, "0.8": 18.11, "0.85": 12.24, "0.9": 7.04, "0.95": 2.56, "average": 27.97}, "MR-R1": {"0.5": 46.71, "0.55": 41.07, "0.6": 37.1, "0.65": 32.08, "0.7": 26.54, "0.75": 21.53, "0.8": 16.41, "0.85": 10.87, "0.9": 6.48, "0.95": 2.3}}, "short": {"MR-mAP": {"0.5": 8.77, "0.55": 6.01, "0.6": 5.24, "0.65": 3.93, "0.7": 2.65, "0.75": 2.13, "0.8": 1.41, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47, "average": 3.16}, "MR-R1": {"0.5": 5.36, "0.55": 3.96, "0.6": 3.26, "0.65": 2.33, "0.7": 1.63, "0.75": 0.93, "0.8": 0.7, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_14_48_29 [Epoch] 114 [Loss] loss_span 0.5579 loss_giou 0.5424 loss_label 0.6750 class_error 21.2955 loss_saliency 0.2273 loss_span_0 0.5762 loss_giou_0 0.5481 loss_label_0 0.6629 class_error_0 20.3352 loss_overall 3.7899 [Metrics] {"brief": {"MR-full-R1@0.5": 51.42, "MR-full-R1@0.7": 32.39, "MR-full-mAP": 30.29, "MR-full-mAP@0.5": 53.62, "MR-full-mAP@0.75": 28.51, "MR-long-mAP": 41.37, "MR-middle-mAP": 29.19, "MR-short-mAP": 2.93, "HL-min-Fair-mAP": 67.61, "HL-min-Fair-Hit1": 67.81, "HL-min-Good-mAP": 57.41, "HL-min-Good-Hit1": 66.26, "HL-min-VeryGood-mAP": 35.17, "HL-min-VeryGood-Hit1": 55.55}, "HL-min-Fair": {"HL-mAP": 67.61, "HL-Hit1": 67.81}, "HL-min-Good": {"HL-mAP": 57.41, "HL-Hit1": 66.26}, "HL-min-VeryGood": {"HL-mAP": 35.17, "HL-Hit1": 55.55}, "full": {"MR-mAP": {"0.5": 53.62, "0.55": 47.83, "0.6": 44.03, "0.65": 38.59, "0.7": 33.87, "0.75": 28.51, "0.8": 23.13, "0.85": 16.71, "0.9": 11.13, "0.95": 5.51, "average": 30.29}, "MR-R1": {"0.5": 51.42, "0.55": 45.87, "0.6": 42.13, "0.65": 36.77, "0.7": 32.39, "0.75": 27.55, "0.8": 22.9, "0.85": 16.45, "0.9": 10.65, "0.95": 4.9}}, "long": {"MR-mAP": {"0.5": 64.33, "0.55": 59.24, "0.6": 55.21, "0.65": 50.89, "0.7": 46.84, "0.75": 42.03, "0.8": 36.36, "0.85": 28.51, "0.9": 19.73, "0.95": 10.55, "average": 41.37}, "MR-R1": {"0.5": 56.97, "0.55": 52.44, "0.6": 48.61, "0.65": 44.43, "0.7": 41.11, "0.75": 36.93, "0.8": 32.4, "0.85": 25.26, "0.9": 17.42, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 56.9, "0.55": 50.27, "0.6": 45.98, "0.65": 38.44, "0.7": 32.61, "0.75": 25.69, "0.8": 19.24, "0.85": 12.51, "0.9": 7.53, "0.95": 2.7, "average": 29.19}, "MR-R1": {"0.5": 46.81, "0.55": 41.38, "0.6": 38.14, "0.65": 32.5, "0.7": 27.59, "0.75": 22.26, "0.8": 17.55, "0.85": 11.39, "0.9": 6.69, "0.95": 2.3}}, "short": {"MR-mAP": {"0.5": 8.43, "0.55": 5.29, "0.6": 4.3, "0.65": 3.14, "0.7": 2.03, "0.75": 1.98, "0.8": 1.55, "0.85": 0.87, "0.9": 0.87, "0.95": 0.87, "average": 2.93}, "MR-R1": {"0.5": 5.13, "0.55": 3.26, "0.6": 2.1, "0.65": 0.93, "0.7": 0.47, "0.75": 0.47, "0.8": 0.23, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_14_53_58 [Epoch] 119 [Loss] loss_span 0.5592 loss_giou 0.5568 loss_label 0.7342 class_error 22.2560 loss_saliency 0.2334 loss_span_0 0.5724 loss_giou_0 0.5574 loss_label_0 0.6654 class_error_0 21.0825 loss_overall 3.8787 [Metrics] {"brief": {"MR-full-R1@0.5": 51.23, "MR-full-R1@0.7": 31.68, "MR-full-mAP": 29.93, "MR-full-mAP@0.5": 53.57, "MR-full-mAP@0.75": 28.58, "MR-long-mAP": 39.57, "MR-middle-mAP": 29.24, "MR-short-mAP": 2.99, "HL-min-Fair-mAP": 67.82, "HL-min-Fair-Hit1": 68.06, "HL-min-Good-mAP": 57.73, "HL-min-Good-Hit1": 65.94, "HL-min-VeryGood-mAP": 35.14, "HL-min-VeryGood-Hit1": 55.23}, "HL-min-Fair": {"HL-mAP": 67.82, "HL-Hit1": 68.06}, "HL-min-Good": {"HL-mAP": 57.73, "HL-Hit1": 65.94}, "HL-min-VeryGood": {"HL-mAP": 35.14, "HL-Hit1": 55.23}, "full": {"MR-mAP": {"0.5": 53.57, "0.55": 47.94, "0.6": 43.88, "0.65": 37.95, "0.7": 33.19, "0.75": 28.58, "0.8": 21.79, "0.85": 15.72, "0.9": 10.95, "0.95": 5.73, "average": 29.93}, "MR-R1": {"0.5": 51.23, "0.55": 45.87, "0.6": 41.87, "0.65": 35.81, "0.7": 31.68, "0.75": 27.35, "0.8": 20.97, "0.85": 14.97, "0.9": 10.52, "0.95": 5.42}}, "long": {"MR-mAP": {"0.5": 63.52, "0.55": 57.97, "0.6": 54.17, "0.65": 48.91, "0.7": 43.78, "0.75": 39.88, "0.8": 32.89, "0.85": 25.2, "0.9": 18.32, "0.95": 11.02, "average": 39.57}, "MR-R1": {"0.5": 55.92, "0.55": 50.17, "0.6": 46.34, "0.65": 41.11, "0.7": 37.11, "0.75": 34.32, "0.8": 28.22, "0.85": 20.91, "0.9": 15.68, "0.95": 9.76}}, "middle": {"MR-mAP": {"0.5": 56.41, "0.55": 50.61, "0.6": 45.6, "0.65": 38.12, "0.7": 32.68, "0.75": 26.7, "0.8": 18.67, "0.85": 12.78, "0.9": 7.98, "0.95": 2.89, "average": 29.24}, "MR-R1": {"0.5": 47.02, "0.55": 42.63, "0.6": 38.87, "0.65": 32.71, "0.7": 28.63, "0.75": 23.51, "0.8": 16.82, "0.85": 11.49, "0.9": 7.42, "0.95": 2.72}}, "short": {"MR-mAP": {"0.5": 9.07, "0.55": 5.52, "0.6": 4.46, "0.65": 3.16, "0.7": 2.15, "0.75": 1.94, "0.8": 1.5, "0.85": 0.69, "0.9": 0.69, "0.95": 0.69, "average": 2.99}, "MR-R1": {"0.5": 5.36, "0.55": 3.5, "0.6": 2.56, "0.65": 1.4, "0.7": 0.93, "0.75": 0.47, "0.8": 0.47, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2021_08_04_14_59_23 [Epoch] 124 [Loss] loss_span 0.5859 loss_giou 0.5526 loss_label 0.8002 class_error 23.7492 loss_saliency 0.2241 loss_span_0 0.6056 loss_giou_0 0.5505 loss_label_0 0.7723 class_error_0 25.1843 loss_overall 4.0912 [Metrics] {"brief": {"MR-full-R1@0.5": 51.74, "MR-full-R1@0.7": 31.81, "MR-full-mAP": 30.23, "MR-full-mAP@0.5": 54.02, "MR-full-mAP@0.75": 28.68, "MR-long-mAP": 41.6, "MR-middle-mAP": 28.78, "MR-short-mAP": 2.73, "HL-min-Fair-mAP": 68.29, "HL-min-Fair-Hit1": 68.97, "HL-min-Good-mAP": 57.96, "HL-min-Good-Hit1": 67.16, "HL-min-VeryGood-mAP": 35.64, "HL-min-VeryGood-Hit1": 56.84}, "HL-min-Fair": {"HL-mAP": 68.29, "HL-Hit1": 68.97}, "HL-min-Good": {"HL-mAP": 57.96, "HL-Hit1": 67.16}, "HL-min-VeryGood": {"HL-mAP": 35.64, "HL-Hit1": 56.84}, "full": {"MR-mAP": {"0.5": 54.02, "0.55": 48.19, "0.6": 44.42, "0.65": 38.6, "0.7": 33.02, "0.75": 28.68, "0.8": 22.15, "0.85": 16.47, "0.9": 11.04, "0.95": 5.68, "average": 30.23}, "MR-R1": {"0.5": 51.74, "0.55": 46.26, "0.6": 42.39, "0.65": 36.77, "0.7": 31.81, "0.75": 27.55, "0.8": 21.1, "0.85": 15.68, "0.9": 10.39, "0.95": 5.1}}, "long": {"MR-mAP": {"0.5": 64.45, "0.55": 59.74, "0.6": 55.94, "0.65": 51.29, "0.7": 46.95, "0.75": 42.56, "0.8": 36.27, "0.85": 28.91, "0.9": 19.46, "0.95": 10.39, "average": 41.6}, "MR-R1": {"0.5": 56.45, "0.55": 52.09, "0.6": 48.61, "0.65": 43.9, "0.7": 40.07, "0.75": 36.41, "0.8": 31.18, "0.85": 25.26, "0.9": 16.9, "0.95": 8.89}}, "middle": {"MR-mAP": {"0.5": 57.22, "0.55": 50.21, "0.6": 45.76, "0.65": 38.33, "0.7": 31.08, "0.75": 25.57, "0.8": 17.37, "0.85": 11.66, "0.9": 7.42, "0.95": 3.17, "average": 28.78}, "MR-R1": {"0.5": 47.44, "0.55": 41.69, "0.6": 38.04, "0.65": 31.87, "0.7": 26.44, "0.75": 22.15, "0.8": 15.15, "0.85": 10.24, "0.9": 6.69, "0.95": 2.93}}, "short": {"MR-mAP": {"0.5": 8.15, "0.55": 5.5, "0.6": 4.59, "0.65": 3.3, "0.7": 2.08, "0.75": 1.64, "0.8": 1.05, "0.85": 0.32, "0.9": 0.32, "0.95": 0.32, "average": 2.73}, "MR-R1": {"0.5": 5.59, "0.55": 4.43, "0.6": 3.26, "0.65": 3.03, "0.7": 2.33, "0.75": 1.4, "0.8": 0.7, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_15_04_47 [Epoch] 129 [Loss] loss_span 0.5800 loss_giou 0.5514 loss_label 0.8848 class_error 24.3366 loss_saliency 0.2315 loss_span_0 0.6031 loss_giou_0 0.5608 loss_label_0 0.8139 class_error_0 24.3083 loss_overall 4.2256 [Metrics] {"brief": {"MR-full-R1@0.5": 50.39, "MR-full-R1@0.7": 30.32, "MR-full-mAP": 29.31, "MR-full-mAP@0.5": 53.22, "MR-full-mAP@0.75": 27.37, "MR-long-mAP": 40.2, "MR-middle-mAP": 27.65, "MR-short-mAP": 3.15, "HL-min-Fair-mAP": 68.27, "HL-min-Fair-Hit1": 69.23, "HL-min-Good-mAP": 57.89, "HL-min-Good-Hit1": 67.23, "HL-min-VeryGood-mAP": 35.57, "HL-min-VeryGood-Hit1": 56.26}, "HL-min-Fair": {"HL-mAP": 68.27, "HL-Hit1": 69.23}, "HL-min-Good": {"HL-mAP": 57.89, "HL-Hit1": 67.23}, "HL-min-VeryGood": {"HL-mAP": 35.57, "HL-Hit1": 56.26}, "full": {"MR-mAP": {"0.5": 53.22, "0.55": 47.79, "0.6": 43.28, "0.65": 37.52, "0.7": 32.21, "0.75": 27.37, "0.8": 21.42, "0.85": 15.11, "0.9": 9.58, "0.95": 5.6, "average": 29.31}, "MR-R1": {"0.5": 50.39, "0.55": 45.35, "0.6": 40.84, "0.65": 35.23, "0.7": 30.32, "0.75": 25.61, "0.8": 20.26, "0.85": 14.19, "0.9": 8.9, "0.95": 5.16}}, "long": {"MR-mAP": {"0.5": 62.91, "0.55": 59.53, "0.6": 55.11, "0.65": 51.0, "0.7": 46.06, "0.75": 41.36, "0.8": 33.88, "0.85": 25.67, "0.9": 16.13, "0.95": 10.38, "average": 40.2}, "MR-R1": {"0.5": 55.23, "0.55": 51.92, "0.6": 48.43, "0.65": 44.77, "0.7": 40.24, "0.75": 36.59, "0.8": 29.97, "0.85": 22.47, "0.9": 13.94, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 56.32, "0.55": 49.61, "0.6": 44.06, "0.65": 35.75, "0.7": 29.38, "0.75": 23.26, "0.8": 16.88, "0.85": 11.11, "0.9": 6.94, "0.95": 3.22, "average": 27.65}, "MR-R1": {"0.5": 46.08, "0.55": 40.75, "0.6": 36.15, "0.65": 29.47, "0.7": 24.35, "0.75": 19.02, "0.8": 14.32, "0.85": 9.4, "0.9": 5.96, "0.95": 2.72}}, "short": {"MR-mAP": {"0.5": 8.71, "0.55": 5.68, "0.6": 4.74, "0.65": 3.63, "0.7": 2.86, "0.75": 2.58, "0.8": 1.97, "0.85": 0.44, "0.9": 0.44, "0.95": 0.44, "average": 3.15}, "MR-R1": {"0.5": 5.36, "0.55": 3.5, "0.6": 2.1, "0.65": 1.63, "0.7": 1.4, "0.75": 1.17, "0.8": 1.17, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_15_10_10 [Epoch] 134 [Loss] loss_span 0.5682 loss_giou 0.5481 loss_label 0.7586 class_error 21.9846 loss_saliency 0.2314 loss_span_0 0.5841 loss_giou_0 0.5606 loss_label_0 0.7285 class_error_0 22.3826 loss_overall 3.9796 [Metrics] {"brief": {"MR-full-R1@0.5": 50.9, "MR-full-R1@0.7": 31.74, "MR-full-mAP": 30.02, "MR-full-mAP@0.5": 53.52, "MR-full-mAP@0.75": 28.51, "MR-long-mAP": 40.55, "MR-middle-mAP": 28.88, "MR-short-mAP": 3.09, "HL-min-Fair-mAP": 67.87, "HL-min-Fair-Hit1": 68.52, "HL-min-Good-mAP": 57.63, "HL-min-Good-Hit1": 66.32, "HL-min-VeryGood-mAP": 35.33, "HL-min-VeryGood-Hit1": 55.87}, "HL-min-Fair": {"HL-mAP": 67.87, "HL-Hit1": 68.52}, "HL-min-Good": {"HL-mAP": 57.63, "HL-Hit1": 66.32}, "HL-min-VeryGood": {"HL-mAP": 35.33, "HL-Hit1": 55.87}, "full": {"MR-mAP": {"0.5": 53.52, "0.55": 47.69, "0.6": 43.85, "0.65": 38.05, "0.7": 33.56, "0.75": 28.51, "0.8": 22.82, "0.85": 16.46, "0.9": 10.45, "0.95": 5.32, "average": 30.02}, "MR-R1": {"0.5": 50.9, "0.55": 45.29, "0.6": 41.68, "0.65": 36.0, "0.7": 31.74, "0.75": 27.03, "0.8": 22.0, "0.85": 15.74, "0.9": 10.06, "0.95": 5.03}}, "long": {"MR-mAP": {"0.5": 64.54, "0.55": 59.19, "0.6": 55.06, "0.65": 49.78, "0.7": 44.85, "0.75": 40.58, "0.8": 36.09, "0.85": 26.95, "0.9": 17.46, "0.95": 11.02, "average": 40.55}, "MR-R1": {"0.5": 56.45, "0.55": 51.05, "0.6": 47.39, "0.65": 42.51, "0.7": 38.33, "0.75": 34.84, "0.8": 31.71, "0.85": 23.52, "0.9": 14.98, "0.95": 9.93}}, "middle": {"MR-mAP": {"0.5": 56.15, "0.55": 49.63, "0.6": 44.76, "0.65": 37.94, "0.7": 32.95, "0.75": 26.12, "0.8": 18.56, "0.85": 12.81, "0.9": 7.55, "0.95": 2.35, "average": 28.88}, "MR-R1": {"0.5": 46.08, "0.55": 40.75, "0.6": 37.3, "0.65": 31.77, "0.7": 27.9, "0.75": 22.47, "0.8": 16.2, "0.85": 11.29, "0.9": 7.21, "0.95": 2.09}}, "short": {"MR-mAP": {"0.5": 8.41, "0.55": 5.82, "0.6": 5.34, "0.65": 3.77, "0.7": 2.21, "0.75": 1.98, "0.8": 1.45, "0.85": 0.62, "0.9": 0.62, "0.95": 0.62, "average": 3.09}, "MR-R1": {"0.5": 5.59, "0.55": 4.43, "0.6": 3.96, "0.65": 2.33, "0.7": 1.17, "0.75": 0.93, "0.8": 0.93, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_15_15_34 [Epoch] 139 [Loss] loss_span 0.5758 loss_giou 0.5644 loss_label 0.9191 class_error 26.4119 loss_saliency 0.2407 loss_span_0 0.5829 loss_giou_0 0.5716 loss_label_0 0.8582 class_error_0 25.5424 loss_overall 4.3128 [Metrics] {"brief": {"MR-full-R1@0.5": 50.0, "MR-full-R1@0.7": 30.39, "MR-full-mAP": 28.28, "MR-full-mAP@0.5": 51.78, "MR-full-mAP@0.75": 26.69, "MR-long-mAP": 38.79, "MR-middle-mAP": 27.12, "MR-short-mAP": 3.03, "HL-min-Fair-mAP": 67.84, "HL-min-Fair-Hit1": 68.13, "HL-min-Good-mAP": 57.53, "HL-min-Good-Hit1": 66.19, "HL-min-VeryGood-mAP": 35.2, "HL-min-VeryGood-Hit1": 56.19}, "HL-min-Fair": {"HL-mAP": 67.84, "HL-Hit1": 68.13}, "HL-min-Good": {"HL-mAP": 57.53, "HL-Hit1": 66.19}, "HL-min-VeryGood": {"HL-mAP": 35.2, "HL-Hit1": 56.19}, "full": {"MR-mAP": {"0.5": 51.78, "0.55": 46.07, "0.6": 40.82, "0.65": 35.49, "0.7": 30.74, "0.75": 26.69, "0.8": 20.53, "0.85": 15.42, "0.9": 9.81, "0.95": 5.41, "average": 28.28}, "MR-R1": {"0.5": 50.0, "0.55": 44.84, "0.6": 39.94, "0.65": 34.77, "0.7": 30.39, "0.75": 26.32, "0.8": 20.26, "0.85": 15.42, "0.9": 9.74, "0.95": 5.29}}, "long": {"MR-mAP": {"0.5": 63.04, "0.55": 58.65, "0.6": 53.28, "0.65": 48.27, "0.7": 43.11, "0.75": 39.2, "0.8": 32.32, "0.85": 24.19, "0.9": 15.83, "0.95": 10.0, "average": 38.79}, "MR-R1": {"0.5": 55.92, "0.55": 52.26, "0.6": 46.69, "0.65": 42.51, "0.7": 38.33, "0.75": 35.19, "0.8": 29.09, "0.85": 21.95, "0.9": 14.63, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 54.05, "0.55": 47.26, "0.6": 41.04, "0.65": 34.52, "0.7": 29.18, "0.75": 24.05, "0.8": 17.17, "0.85": 12.93, "0.9": 7.69, "0.95": 3.25, "average": 27.12}, "MR-R1": {"0.5": 44.83, "0.55": 39.6, "0.6": 35.11, "0.65": 29.78, "0.7": 25.29, "0.75": 21.11, "0.8": 15.15, "0.85": 11.7, "0.9": 6.9, "0.95": 2.93}}, "short": {"MR-mAP": {"0.5": 8.39, "0.55": 5.48, "0.6": 4.79, "0.65": 3.46, "0.7": 2.51, "0.75": 2.14, "0.8": 1.35, "0.85": 0.71, "0.9": 0.71, "0.95": 0.71, "average": 3.03}, "MR-R1": {"0.5": 5.83, "0.55": 3.73, "0.6": 3.5, "0.65": 2.33, "0.7": 2.1, "0.75": 0.93, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_15_21_06 [Epoch] 144 [Loss] loss_span 0.5701 loss_giou 0.5510 loss_label 0.8712 class_error 24.8251 loss_saliency 0.2277 loss_span_0 0.5805 loss_giou_0 0.5574 loss_label_0 0.8076 class_error_0 25.1642 loss_overall 4.1656 [Metrics] {"brief": {"MR-full-R1@0.5": 51.94, "MR-full-R1@0.7": 30.77, "MR-full-mAP": 29.27, "MR-full-mAP@0.5": 53.35, "MR-full-mAP@0.75": 27.11, "MR-long-mAP": 40.35, "MR-middle-mAP": 27.89, "MR-short-mAP": 3.07, "HL-min-Fair-mAP": 67.97, "HL-min-Fair-Hit1": 68.52, "HL-min-Good-mAP": 57.77, "HL-min-Good-Hit1": 66.13, "HL-min-VeryGood-mAP": 35.15, "HL-min-VeryGood-Hit1": 55.29}, "HL-min-Fair": {"HL-mAP": 67.97, "HL-Hit1": 68.52}, "HL-min-Good": {"HL-mAP": 57.77, "HL-Hit1": 66.13}, "HL-min-VeryGood": {"HL-mAP": 35.15, "HL-Hit1": 55.29}, "full": {"MR-mAP": {"0.5": 53.35, "0.55": 47.19, "0.6": 42.51, "0.65": 36.52, "0.7": 31.99, "0.75": 27.11, "0.8": 21.64, "0.85": 16.3, "0.9": 10.75, "0.95": 5.31, "average": 29.27}, "MR-R1": {"0.5": 51.94, "0.55": 46.26, "0.6": 41.42, "0.65": 34.9, "0.7": 30.77, "0.75": 26.71, "0.8": 21.23, "0.85": 15.94, "0.9": 10.71, "0.95": 5.03}}, "long": {"MR-mAP": {"0.5": 63.46, "0.55": 59.22, "0.6": 53.77, "0.65": 49.13, "0.7": 44.97, "0.75": 41.04, "0.8": 33.61, "0.85": 27.49, "0.9": 19.48, "0.95": 11.31, "average": 40.35}, "MR-R1": {"0.5": 55.92, "0.55": 52.09, "0.6": 46.69, "0.65": 42.16, "0.7": 38.85, "0.75": 36.41, "0.8": 29.62, "0.85": 24.22, "0.9": 17.42, "0.95": 10.1}}, "middle": {"MR-mAP": {"0.5": 56.63, "0.55": 48.85, "0.6": 43.58, "0.65": 35.59, "0.7": 30.1, "0.75": 23.8, "0.8": 18.3, "0.85": 12.44, "0.9": 7.47, "0.95": 2.09, "average": 27.89}, "MR-R1": {"0.5": 47.44, "0.55": 41.27, "0.6": 36.99, "0.65": 30.2, "0.7": 25.91, "0.75": 20.79, "0.8": 16.2, "0.85": 11.18, "0.9": 6.79, "0.95": 1.99}}, "short": {"MR-mAP": {"0.5": 8.71, "0.55": 5.74, "0.6": 5.12, "0.65": 3.16, "0.7": 2.22, "0.75": 2.02, "0.8": 1.3, "0.85": 0.8, "0.9": 0.8, "0.95": 0.8, "average": 3.07}, "MR-R1": {"0.5": 6.99, "0.55": 5.36, "0.6": 4.66, "0.65": 2.33, "0.7": 1.4, "0.75": 1.4, "0.8": 0.93, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_15_26_35 [Epoch] 149 [Loss] loss_span 0.5704 loss_giou 0.5610 loss_label 0.8380 class_error 23.7072 loss_saliency 0.2299 loss_span_0 0.5957 loss_giou_0 0.5653 loss_label_0 0.7653 class_error_0 22.2490 loss_overall 4.1257 [Metrics] {"brief": {"MR-full-R1@0.5": 51.74, "MR-full-R1@0.7": 31.61, "MR-full-mAP": 29.41, "MR-full-mAP@0.5": 52.78, "MR-full-mAP@0.75": 27.72, "MR-long-mAP": 40.99, "MR-middle-mAP": 27.8, "MR-short-mAP": 3.07, "HL-min-Fair-mAP": 67.89, "HL-min-Fair-Hit1": 67.94, "HL-min-Good-mAP": 57.74, "HL-min-Good-Hit1": 66.0, "HL-min-VeryGood-mAP": 35.45, "HL-min-VeryGood-Hit1": 56.19}, "HL-min-Fair": {"HL-mAP": 67.89, "HL-Hit1": 67.94}, "HL-min-Good": {"HL-mAP": 57.74, "HL-Hit1": 66.0}, "HL-min-VeryGood": {"HL-mAP": 35.45, "HL-Hit1": 56.19}, "full": {"MR-mAP": {"0.5": 52.78, "0.55": 46.41, "0.6": 42.18, "0.65": 36.89, "0.7": 32.44, "0.75": 27.72, "0.8": 21.82, "0.85": 16.68, "0.9": 11.21, "0.95": 5.95, "average": 29.41}, "MR-R1": {"0.5": 51.74, "0.55": 45.74, "0.6": 41.48, "0.65": 36.0, "0.7": 31.61, "0.75": 26.9, "0.8": 20.9, "0.85": 16.39, "0.9": 10.65, "0.95": 5.48}}, "long": {"MR-mAP": {"0.5": 63.41, "0.55": 58.93, "0.6": 54.77, "0.65": 49.89, "0.7": 46.34, "0.75": 41.84, "0.8": 35.36, "0.85": 28.64, "0.9": 19.26, "0.95": 11.47, "average": 40.99}, "MR-R1": {"0.5": 56.62, "0.55": 52.26, "0.6": 48.43, "0.65": 43.9, "0.7": 40.94, "0.75": 36.93, "0.8": 30.66, "0.85": 25.09, "0.9": 16.55, "0.95": 9.93}}, "middle": {"MR-mAP": {"0.5": 55.83, "0.55": 47.98, "0.6": 42.85, "0.65": 35.89, "0.7": 29.96, "0.75": 24.08, "0.8": 17.58, "0.85": 12.64, "0.9": 8.04, "0.95": 3.13, "average": 27.8}, "MR-R1": {"0.5": 47.44, "0.55": 41.17, "0.6": 36.99, "0.65": 31.24, "0.7": 26.12, "0.75": 21.0, "0.8": 15.26, "0.85": 11.29, "0.9": 7.11, "0.95": 2.72}}, "short": {"MR-mAP": {"0.5": 8.6, "0.55": 5.76, "0.6": 4.94, "0.65": 3.98, "0.7": 2.42, "0.75": 2.11, "0.8": 1.23, "0.85": 0.55, "0.9": 0.55, "0.95": 0.55, "average": 3.07}, "MR-R1": {"0.5": 5.36, "0.55": 3.5, "0.6": 2.56, "0.65": 1.63, "0.7": 1.17, "0.75": 0.93, "0.8": 0.47, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2021_08_04_15_32_11 [Epoch] 154 [Loss] loss_span 0.5749 loss_giou 0.5762 loss_label 0.8996 class_error 24.6712 loss_saliency 0.2324 loss_span_0 0.5934 loss_giou_0 0.5855 loss_label_0 0.8649 class_error_0 25.4092 loss_overall 4.3268 [Metrics] {"brief": {"MR-full-R1@0.5": 51.81, "MR-full-R1@0.7": 31.68, "MR-full-mAP": 28.93, "MR-full-mAP@0.5": 52.76, "MR-full-mAP@0.75": 26.85, "MR-long-mAP": 39.38, "MR-middle-mAP": 27.46, "MR-short-mAP": 3.22, "HL-min-Fair-mAP": 67.66, "HL-min-Fair-Hit1": 66.77, "HL-min-Good-mAP": 57.4, "HL-min-Good-Hit1": 64.58, "HL-min-VeryGood-mAP": 35.11, "HL-min-VeryGood-Hit1": 55.1}, "HL-min-Fair": {"HL-mAP": 67.66, "HL-Hit1": 66.77}, "HL-min-Good": {"HL-mAP": 57.4, "HL-Hit1": 64.58}, "HL-min-VeryGood": {"HL-mAP": 35.11, "HL-Hit1": 55.1}, "full": {"MR-mAP": {"0.5": 52.76, "0.55": 46.0, "0.6": 42.03, "0.65": 37.09, "0.7": 32.33, "0.75": 26.85, "0.8": 20.71, "0.85": 15.51, "0.9": 10.12, "0.95": 5.92, "average": 28.93}, "MR-R1": {"0.5": 51.81, "0.55": 45.68, "0.6": 41.81, "0.65": 36.45, "0.7": 31.68, "0.75": 26.06, "0.8": 20.0, "0.85": 15.1, "0.9": 10.06, "0.95": 5.74}}, "long": {"MR-mAP": {"0.5": 61.65, "0.55": 56.84, "0.6": 53.27, "0.65": 48.69, "0.7": 44.71, "0.75": 39.18, "0.8": 32.87, "0.85": 26.51, "0.9": 18.18, "0.95": 11.88, "average": 39.38}, "MR-R1": {"0.5": 55.23, "0.55": 50.7, "0.6": 47.04, "0.65": 42.86, "0.7": 39.37, "0.75": 34.15, "0.8": 28.4, "0.85": 23.0, "0.9": 16.38, "0.95": 10.8}}, "middle": {"MR-mAP": {"0.5": 55.64, "0.55": 47.79, "0.6": 42.83, "0.65": 36.58, "0.7": 30.7, "0.75": 23.88, "0.8": 16.59, "0.85": 11.27, "0.9": 6.54, "0.95": 2.77, "average": 27.46}, "MR-R1": {"0.5": 47.75, "0.55": 41.69, "0.6": 37.83, "0.65": 32.39, "0.7": 27.06, "0.75": 21.21, "0.8": 14.84, "0.85": 10.34, "0.9": 6.17, "0.95": 2.51}}, "short": {"MR-mAP": {"0.5": 9.29, "0.55": 5.43, "0.6": 4.79, "0.65": 3.41, "0.7": 2.58, "0.75": 2.38, "0.8": 1.92, "0.85": 0.79, "0.9": 0.79, "0.95": 0.79, "average": 3.22}, "MR-R1": {"0.5": 6.76, "0.55": 4.2, "0.6": 3.73, "0.65": 2.1, "0.7": 1.4, "0.75": 1.17, "0.8": 1.17, "0.85": 0.7, "0.9": 0.7, "0.95": 0.7}}}
2021_08_04_15_37_41 [Epoch] 159 [Loss] loss_span 0.5667 loss_giou 0.5632 loss_label 0.8335 class_error 21.8606 loss_saliency 0.2354 loss_span_0 0.5713 loss_giou_0 0.5630 loss_label_0 0.7501 class_error_0 21.8055 loss_overall 4.0832 [Metrics] {"brief": {"MR-full-R1@0.5": 50.65, "MR-full-R1@0.7": 31.03, "MR-full-mAP": 28.84, "MR-full-mAP@0.5": 52.79, "MR-full-mAP@0.75": 27.06, "MR-long-mAP": 39.64, "MR-middle-mAP": 27.07, "MR-short-mAP": 3.87, "HL-min-Fair-mAP": 67.55, "HL-min-Fair-Hit1": 68.26, "HL-min-Good-mAP": 57.32, "HL-min-Good-Hit1": 66.32, "HL-min-VeryGood-mAP": 35.09, "HL-min-VeryGood-Hit1": 55.55}, "HL-min-Fair": {"HL-mAP": 67.55, "HL-Hit1": 68.26}, "HL-min-Good": {"HL-mAP": 57.32, "HL-Hit1": 66.32}, "HL-min-VeryGood": {"HL-mAP": 35.09, "HL-Hit1": 55.55}, "full": {"MR-mAP": {"0.5": 52.79, "0.55": 46.67, "0.6": 42.61, "0.65": 36.85, "0.7": 31.96, "0.75": 27.06, "0.8": 20.46, "0.85": 14.63, "0.9": 9.96, "0.95": 5.45, "average": 28.84}, "MR-R1": {"0.5": 50.65, "0.55": 44.97, "0.6": 40.9, "0.65": 35.68, "0.7": 31.03, "0.75": 26.45, "0.8": 20.32, "0.85": 14.52, "0.9": 9.87, "0.95": 5.1}}, "long": {"MR-mAP": {"0.5": 63.21, "0.55": 58.99, "0.6": 53.38, "0.65": 49.18, "0.7": 44.69, "0.75": 39.69, "0.8": 33.48, "0.85": 25.43, "0.9": 18.0, "0.95": 10.36, "average": 39.64}, "MR-R1": {"0.5": 56.79, "0.55": 52.79, "0.6": 47.21, "0.65": 43.03, "0.7": 39.2, "0.75": 34.84, "0.8": 29.44, "0.85": 22.65, "0.9": 16.38, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 54.83, "0.55": 47.2, "0.6": 43.19, "0.65": 35.81, "0.7": 29.96, "0.75": 23.96, "0.8": 15.93, "0.85": 10.62, "0.9": 6.56, "0.95": 2.67, "average": 27.07}, "MR-R1": {"0.5": 45.77, "0.55": 39.5, "0.6": 36.36, "0.65": 30.72, "0.7": 25.81, "0.75": 21.21, "0.8": 14.63, "0.85": 9.72, "0.9": 5.96, "0.95": 2.51}}, "short": {"MR-mAP": {"0.5": 9.73, "0.55": 6.54, "0.6": 5.83, "0.65": 4.76, "0.7": 3.65, "0.75": 3.24, "0.8": 2.16, "0.85": 0.93, "0.9": 0.93, "0.95": 0.93, "average": 3.87}, "MR-R1": {"0.5": 4.9, "0.55": 3.73, "0.6": 3.5, "0.65": 2.8, "0.7": 2.1, "0.75": 1.63, "0.8": 1.4, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2021_08_04_15_43_01 [Epoch] 164 [Loss] loss_span 0.5712 loss_giou 0.5586 loss_label 1.0040 class_error 25.8786 loss_saliency 0.2340 loss_span_0 0.5832 loss_giou_0 0.5678 loss_label_0 0.9042 class_error_0 24.7946 loss_overall 4.4230 [Metrics] {"brief": {"MR-full-R1@0.5": 52.19, "MR-full-R1@0.7": 32.26, "MR-full-mAP": 29.86, "MR-full-mAP@0.5": 53.75, "MR-full-mAP@0.75": 27.79, "MR-long-mAP": 40.89, "MR-middle-mAP": 28.32, "MR-short-mAP": 3.05, "HL-min-Fair-mAP": 67.42, "HL-min-Fair-Hit1": 67.61, "HL-min-Good-mAP": 57.26, "HL-min-Good-Hit1": 65.81, "HL-min-VeryGood-mAP": 34.95, "HL-min-VeryGood-Hit1": 55.1}, "HL-min-Fair": {"HL-mAP": 67.42, "HL-Hit1": 67.61}, "HL-min-Good": {"HL-mAP": 57.26, "HL-Hit1": 65.81}, "HL-min-VeryGood": {"HL-mAP": 34.95, "HL-Hit1": 55.1}, "full": {"MR-mAP": {"0.5": 53.75, "0.55": 48.01, "0.6": 43.93, "0.65": 38.06, "0.7": 32.93, "0.75": 27.79, "0.8": 21.66, "0.85": 16.15, "0.9": 11.01, "0.95": 5.35, "average": 29.86}, "MR-R1": {"0.5": 52.19, "0.55": 47.23, "0.6": 43.35, "0.65": 37.35, "0.7": 32.26, "0.75": 27.42, "0.8": 21.16, "0.85": 16.0, "0.9": 10.9, "0.95": 4.97}}, "long": {"MR-mAP": {"0.5": 63.52, "0.55": 59.15, "0.6": 54.31, "0.65": 50.82, "0.7": 47.28, "0.75": 41.94, "0.8": 35.17, "0.85": 26.9, "0.9": 18.89, "0.95": 10.92, "average": 40.89}, "MR-R1": {"0.5": 56.62, "0.55": 52.96, "0.6": 48.61, "0.65": 45.3, "0.7": 41.99, "0.75": 37.63, "0.8": 31.18, "0.85": 24.22, "0.9": 17.42, "0.95": 10.1}}, "middle": {"MR-mAP": {"0.5": 57.17, "0.55": 49.98, "0.6": 45.29, "0.65": 36.88, "0.7": 30.1, "0.75": 24.01, "0.8": 17.12, "0.85": 12.49, "0.9": 7.89, "0.95": 2.28, "average": 28.32}, "MR-R1": {"0.5": 48.38, "0.55": 42.74, "0.6": 39.6, "0.65": 32.39, "0.7": 26.44, "0.75": 21.53, "0.8": 15.36, "0.85": 11.39, "0.9": 7.21, "0.95": 1.99}}, "short": {"MR-mAP": {"0.5": 8.33, "0.55": 6.05, "0.6": 5.58, "0.65": 3.76, "0.7": 2.42, "0.75": 1.97, "0.8": 1.15, "0.85": 0.4, "0.9": 0.4, "0.95": 0.4, "average": 3.05}, "MR-R1": {"0.5": 4.9, "0.55": 4.43, "0.6": 3.26, "0.65": 2.1, "0.7": 1.4, "0.75": 0.7, "0.8": 0.47, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_15_48_24 [Epoch] 169 [Loss] loss_span 0.5846 loss_giou 0.5582 loss_label 1.0207 class_error 24.9182 loss_saliency 0.2305 loss_span_0 0.6111 loss_giou_0 0.5561 loss_label_0 0.9035 class_error_0 25.1699 loss_overall 4.4648 [Metrics] {"brief": {"MR-full-R1@0.5": 53.23, "MR-full-R1@0.7": 34.0, "MR-full-mAP": 30.58, "MR-full-mAP@0.5": 54.8, "MR-full-mAP@0.75": 29.02, "MR-long-mAP": 41.27, "MR-middle-mAP": 29.42, "MR-short-mAP": 3.11, "HL-min-Fair-mAP": 68.29, "HL-min-Fair-Hit1": 68.32, "HL-min-Good-mAP": 57.93, "HL-min-Good-Hit1": 66.26, "HL-min-VeryGood-mAP": 35.51, "HL-min-VeryGood-Hit1": 55.87}, "HL-min-Fair": {"HL-mAP": 68.29, "HL-Hit1": 68.32}, "HL-min-Good": {"HL-mAP": 57.93, "HL-Hit1": 66.26}, "HL-min-VeryGood": {"HL-mAP": 35.51, "HL-Hit1": 55.87}, "full": {"MR-mAP": {"0.5": 54.8, "0.55": 48.28, "0.6": 43.8, "0.65": 38.62, "0.7": 34.39, "0.75": 29.02, "0.8": 23.3, "0.85": 16.75, "0.9": 11.04, "0.95": 5.8, "average": 30.58}, "MR-R1": {"0.5": 53.23, "0.55": 47.48, "0.6": 43.03, "0.65": 38.45, "0.7": 34.0, "0.75": 28.65, "0.8": 22.97, "0.85": 16.84, "0.9": 11.29, "0.95": 5.81}}, "long": {"MR-mAP": {"0.5": 64.99, "0.55": 59.64, "0.6": 55.6, "0.65": 51.5, "0.7": 47.39, "0.75": 42.77, "0.8": 34.76, "0.85": 27.53, "0.9": 18.31, "0.95": 10.26, "average": 41.27}, "MR-R1": {"0.5": 57.49, "0.55": 53.14, "0.6": 49.3, "0.65": 45.82, "0.7": 41.99, "0.75": 38.5, "0.8": 31.36, "0.85": 25.09, "0.9": 17.07, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 57.68, "0.55": 50.3, "0.6": 44.71, "0.65": 38.22, "0.7": 32.78, "0.75": 25.68, "0.8": 20.05, "0.85": 13.05, "0.9": 8.2, "0.95": 3.53, "average": 29.42}, "MR-R1": {"0.5": 48.9, "0.55": 43.16, "0.6": 38.56, "0.65": 33.54, "0.7": 29.15, "0.75": 22.88, "0.8": 18.08, "0.85": 12.02, "0.9": 7.84, "0.95": 3.66}}, "short": {"MR-mAP": {"0.5": 8.89, "0.55": 5.69, "0.6": 4.75, "0.65": 3.32, "0.7": 2.53, "0.75": 2.09, "0.8": 1.5, "0.85": 0.77, "0.9": 0.77, "0.95": 0.77, "average": 3.11}, "MR-R1": {"0.5": 6.29, "0.55": 4.2, "0.6": 3.5, "0.65": 2.8, "0.7": 1.63, "0.75": 0.93, "0.8": 0.7, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47}}}
2021_08_04_15_53_50 [Epoch] 174 [Loss] loss_span 0.5984 loss_giou 0.5776 loss_label 1.1829 class_error 29.2745 loss_saliency 0.2393 loss_span_0 0.6046 loss_giou_0 0.5716 loss_label_0 1.0677 class_error_0 28.3503 loss_overall 4.8422 [Metrics] {"brief": {"MR-full-R1@0.5": 52.06, "MR-full-R1@0.7": 31.81, "MR-full-mAP": 29.21, "MR-full-mAP@0.5": 53.22, "MR-full-mAP@0.75": 26.87, "MR-long-mAP": 41.6, "MR-middle-mAP": 26.84, "MR-short-mAP": 2.88, "HL-min-Fair-mAP": 68.03, "HL-min-Fair-Hit1": 67.81, "HL-min-Good-mAP": 57.66, "HL-min-Good-Hit1": 65.61, "HL-min-VeryGood-mAP": 35.31, "HL-min-VeryGood-Hit1": 55.16}, "HL-min-Fair": {"HL-mAP": 68.03, "HL-Hit1": 67.81}, "HL-min-Good": {"HL-mAP": 57.66, "HL-Hit1": 65.61}, "HL-min-VeryGood": {"HL-mAP": 35.31, "HL-Hit1": 55.16}, "full": {"MR-mAP": {"0.5": 53.22, "0.55": 47.09, "0.6": 43.07, "0.65": 36.63, "0.7": 32.09, "0.75": 26.87, "0.8": 20.96, "0.85": 15.57, "0.9": 10.98, "0.95": 5.59, "average": 29.21}, "MR-R1": {"0.5": 52.06, "0.55": 46.65, "0.6": 42.71, "0.65": 35.94, "0.7": 31.81, "0.75": 26.71, "0.8": 20.52, "0.85": 15.1, "0.9": 10.52, "0.95": 5.35}}, "long": {"MR-mAP": {"0.5": 64.73, "0.55": 60.28, "0.6": 57.38, "0.65": 51.44, "0.7": 47.15, "0.75": 41.93, "0.8": 34.36, "0.85": 27.15, "0.9": 20.36, "0.95": 11.19, "average": 41.6}, "MR-R1": {"0.5": 57.14, "0.55": 53.48, "0.6": 51.05, "0.65": 45.47, "0.7": 42.33, "0.75": 37.98, "0.8": 30.84, "0.85": 24.22, "0.9": 17.94, "0.95": 10.28}}, "middle": {"MR-mAP": {"0.5": 55.23, "0.55": 47.78, "0.6": 42.0, "0.65": 34.74, "0.7": 29.11, "0.75": 22.76, "0.8": 16.39, "0.85": 10.93, "0.9": 6.81, "0.95": 2.66, "average": 26.84}, "MR-R1": {"0.5": 47.23, "0.55": 41.48, "0.6": 36.89, "0.65": 30.2, "0.7": 25.6, "0.75": 20.27, "0.8": 14.52, "0.85": 9.82, "0.9": 6.17, "0.95": 2.4}}, "short": {"MR-mAP": {"0.5": 8.31, "0.55": 5.34, "0.6": 4.85, "0.65": 3.17, "0.7": 2.22, "0.75": 1.76, "0.8": 1.21, "0.85": 0.65, "0.9": 0.65, "0.95": 0.65, "average": 2.88}, "MR-R1": {"0.5": 6.29, "0.55": 4.43, "0.6": 3.73, "0.65": 1.63, "0.7": 1.17, "0.75": 0.47, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_15_59_09 [Epoch] 179 [Loss] loss_span 0.5806 loss_giou 0.5669 loss_label 1.1008 class_error 27.1876 loss_saliency 0.2377 loss_span_0 0.5878 loss_giou_0 0.5664 loss_label_0 1.0045 class_error_0 27.6649 loss_overall 4.6447 [Metrics] {"brief": {"MR-full-R1@0.5": 51.48, "MR-full-R1@0.7": 30.97, "MR-full-mAP": 28.99, "MR-full-mAP@0.5": 53.17, "MR-full-mAP@0.75": 26.94, "MR-long-mAP": 39.94, "MR-middle-mAP": 27.67, "MR-short-mAP": 3.0, "HL-min-Fair-mAP": 68.15, "HL-min-Fair-Hit1": 68.52, "HL-min-Good-mAP": 57.8, "HL-min-Good-Hit1": 66.13, "HL-min-VeryGood-mAP": 35.5, "HL-min-VeryGood-Hit1": 55.42}, "HL-min-Fair": {"HL-mAP": 68.15, "HL-Hit1": 68.52}, "HL-min-Good": {"HL-mAP": 57.8, "HL-Hit1": 66.13}, "HL-min-VeryGood": {"HL-mAP": 35.5, "HL-Hit1": 55.42}, "full": {"MR-mAP": {"0.5": 53.17, "0.55": 47.84, "0.6": 43.02, "0.65": 36.48, "0.7": 31.5, "0.75": 26.94, "0.8": 20.65, "0.85": 14.82, "0.9": 10.42, "0.95": 5.11, "average": 28.99}, "MR-R1": {"0.5": 51.48, "0.55": 46.84, "0.6": 42.19, "0.65": 35.55, "0.7": 30.97, "0.75": 26.65, "0.8": 20.26, "0.85": 14.65, "0.9": 10.32, "0.95": 5.03}}, "long": {"MR-mAP": {"0.5": 63.94, "0.55": 59.98, "0.6": 54.74, "0.65": 48.99, "0.7": 44.19, "0.75": 39.91, "0.8": 34.01, "0.85": 25.3, "0.9": 18.7, "0.95": 9.68, "average": 39.94}, "MR-R1": {"0.5": 56.97, "0.55": 53.66, "0.6": 48.43, "0.65": 43.03, "0.7": 38.68, "0.75": 35.19, "0.8": 29.97, "0.85": 22.82, "0.9": 17.07, "0.95": 8.89}}, "middle": {"MR-mAP": {"0.5": 55.53, "0.55": 49.38, "0.6": 43.96, "0.65": 35.82, "0.7": 30.13, "0.75": 24.25, "0.8": 16.37, "0.85": 11.2, "0.9": 7.12, "0.95": 2.97, "average": 27.67}, "MR-R1": {"0.5": 46.39, "0.55": 41.69, "0.6": 37.93, "0.65": 30.93, "0.7": 26.23, "0.75": 21.53, "0.8": 14.32, "0.85": 9.93, "0.9": 6.37, "0.95": 2.72}}, "short": {"MR-mAP": {"0.5": 8.83, "0.55": 5.94, "0.6": 4.73, "0.65": 3.24, "0.7": 2.23, "0.75": 1.96, "0.8": 1.34, "0.85": 0.58, "0.9": 0.58, "0.95": 0.58, "average": 3.0}, "MR-R1": {"0.5": 6.29, "0.55": 4.43, "0.6": 3.03, "0.65": 1.86, "0.7": 1.63, "0.75": 1.17, "0.8": 1.17, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_16_04_29 [Epoch] 184 [Loss] loss_span 0.5727 loss_giou 0.5537 loss_label 1.0821 class_error 27.1106 loss_saliency 0.2421 loss_span_0 0.5915 loss_giou_0 0.5634 loss_label_0 0.9882 class_error_0 26.3640 loss_overall 4.5937 [Metrics] {"brief": {"MR-full-R1@0.5": 51.87, "MR-full-R1@0.7": 31.29, "MR-full-mAP": 29.77, "MR-full-mAP@0.5": 53.73, "MR-full-mAP@0.75": 28.4, "MR-long-mAP": 40.5, "MR-middle-mAP": 28.65, "MR-short-mAP": 2.99, "HL-min-Fair-mAP": 68.42, "HL-min-Fair-Hit1": 68.71, "HL-min-Good-mAP": 58.06, "HL-min-Good-Hit1": 66.45, "HL-min-VeryGood-mAP": 35.63, "HL-min-VeryGood-Hit1": 56.19}, "HL-min-Fair": {"HL-mAP": 68.42, "HL-Hit1": 68.71}, "HL-min-Good": {"HL-mAP": 58.06, "HL-Hit1": 66.45}, "HL-min-VeryGood": {"HL-mAP": 35.63, "HL-Hit1": 56.19}, "full": {"MR-mAP": {"0.5": 53.73, "0.55": 46.84, "0.6": 42.86, "0.65": 37.26, "0.7": 32.14, "0.75": 28.4, "0.8": 22.35, "0.85": 16.82, "0.9": 11.72, "0.95": 5.63, "average": 29.77}, "MR-R1": {"0.5": 51.87, "0.55": 45.03, "0.6": 41.16, "0.65": 35.74, "0.7": 31.29, "0.75": 27.48, "0.8": 21.87, "0.85": 16.52, "0.9": 11.55, "0.95": 5.35}}, "long": {"MR-mAP": {"0.5": 63.7, "0.55": 58.29, "0.6": 53.96, "0.65": 50.65, "0.7": 45.42, "0.75": 40.68, "0.8": 34.47, "0.85": 26.79, "0.9": 20.03, "0.95": 11.05, "average": 40.5}, "MR-R1": {"0.5": 56.45, "0.55": 51.22, "0.6": 47.21, "0.65": 44.43, "0.7": 40.42, "0.75": 35.71, "0.8": 30.49, "0.85": 24.04, "0.9": 18.29, "0.95": 10.28}}, "middle": {"MR-mAP": {"0.5": 56.82, "0.55": 48.59, "0.6": 44.01, "0.65": 36.22, "0.7": 30.51, "0.75": 26.26, "0.8": 19.05, "0.85": 13.85, "0.9": 8.43, "0.95": 2.8, "average": 28.65}, "MR-R1": {"0.5": 47.44, "0.55": 40.54, "0.6": 37.2, "0.65": 30.83, "0.7": 26.23, "0.75": 22.99, "0.8": 17.03, "0.85": 12.33, "0.9": 7.73, "0.95": 2.51}}, "short": {"MR-mAP": {"0.5": 8.88, "0.55": 5.62, "0.6": 4.85, "0.65": 3.55, "0.7": 2.28, "0.75": 1.86, "0.8": 1.36, "0.85": 0.51, "0.9": 0.51, "0.95": 0.51, "average": 2.99}, "MR-R1": {"0.5": 6.06, "0.55": 3.73, "0.6": 2.56, "0.65": 0.93, "0.7": 0.47, "0.75": 0.23, "0.8": 0.23, "0.85": 0.0, "0.9": 0.0, "0.95": 0.0}}}
2021_08_04_16_09_51 [Epoch] 189 [Loss] loss_span 0.5774 loss_giou 0.5608 loss_label 1.0931 class_error 27.5772 loss_saliency 0.2402 loss_span_0 0.5943 loss_giou_0 0.5691 loss_label_0 1.0639 class_error_0 28.9274 loss_overall 4.6987 [Metrics] {"brief": {"MR-full-R1@0.5": 52.06, "MR-full-R1@0.7": 32.77, "MR-full-mAP": 29.81, "MR-full-mAP@0.5": 53.85, "MR-full-mAP@0.75": 28.31, "MR-long-mAP": 41.1, "MR-middle-mAP": 28.15, "MR-short-mAP": 2.82, "HL-min-Fair-mAP": 68.32, "HL-min-Fair-Hit1": 68.58, "HL-min-Good-mAP": 57.99, "HL-min-Good-Hit1": 66.77, "HL-min-VeryGood-mAP": 35.57, "HL-min-VeryGood-Hit1": 56.06}, "HL-min-Fair": {"HL-mAP": 68.32, "HL-Hit1": 68.58}, "HL-min-Good": {"HL-mAP": 57.99, "HL-Hit1": 66.77}, "HL-min-VeryGood": {"HL-mAP": 35.57, "HL-Hit1": 56.06}, "full": {"MR-mAP": {"0.5": 53.85, "0.55": 47.19, "0.6": 43.34, "0.65": 37.78, "0.7": 33.39, "0.75": 28.31, "0.8": 21.99, "0.85": 16.2, "0.9": 10.45, "0.95": 5.64, "average": 29.81}, "MR-R1": {"0.5": 52.06, "0.55": 45.94, "0.6": 42.26, "0.65": 36.65, "0.7": 32.77, "0.75": 27.81, "0.8": 21.55, "0.85": 15.74, "0.9": 10.06, "0.95": 5.42}}, "long": {"MR-mAP": {"0.5": 65.33, "0.55": 59.52, "0.6": 55.24, "0.65": 51.25, "0.7": 47.08, "0.75": 41.71, "0.8": 34.96, "0.85": 26.88, "0.9": 18.11, "0.95": 10.91, "average": 41.1}, "MR-R1": {"0.5": 57.32, "0.55": 51.74, "0.6": 48.26, "0.65": 44.43, "0.7": 41.46, "0.75": 36.76, "0.8": 30.14, "0.85": 23.17, "0.9": 15.68, "0.95": 9.76}}, "middle": {"MR-mAP": {"0.5": 55.74, "0.55": 48.37, "0.6": 43.87, "0.65": 36.49, "0.7": 31.17, "0.75": 25.21, "0.8": 17.98, "0.85": 12.43, "0.9": 7.22, "0.95": 3.05, "average": 28.15}, "MR-R1": {"0.5": 47.54, "0.55": 41.8, "0.6": 38.35, "0.65": 31.87, "0.7": 27.59, "0.75": 22.47, "0.8": 16.51, "0.85": 11.49, "0.9": 6.79, "0.95": 2.82}}, "short": {"MR-mAP": {"0.5": 8.85, "0.55": 5.71, "0.6": 4.94, "0.65": 3.21, "0.7": 2.1, "0.75": 1.61, "0.8": 0.98, "0.85": 0.28, "0.9": 0.28, "0.95": 0.28, "average": 2.82}, "MR-R1": {"0.5": 5.36, "0.55": 3.5, "0.6": 2.56, "0.65": 1.86, "0.7": 1.4, "0.75": 1.17, "0.8": 0.7, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_16_15_13 [Epoch] 194 [Loss] loss_span 0.5855 loss_giou 0.5604 loss_label 0.9803 class_error 23.7438 loss_saliency 0.2436 loss_span_0 0.5946 loss_giou_0 0.5654 loss_label_0 0.9436 class_error_0 24.4644 loss_overall 4.4732 [Metrics] {"brief": {"MR-full-R1@0.5": 51.87, "MR-full-R1@0.7": 32.45, "MR-full-mAP": 30.14, "MR-full-mAP@0.5": 53.92, "MR-full-mAP@0.75": 28.51, "MR-long-mAP": 40.44, "MR-middle-mAP": 29.4, "MR-short-mAP": 2.85, "HL-min-Fair-mAP": 68.66, "HL-min-Fair-Hit1": 69.29, "HL-min-Good-mAP": 58.29, "HL-min-Good-Hit1": 67.29, "HL-min-VeryGood-mAP": 35.77, "HL-min-VeryGood-Hit1": 56.39}, "HL-min-Fair": {"HL-mAP": 68.66, "HL-Hit1": 69.29}, "HL-min-Good": {"HL-mAP": 58.29, "HL-Hit1": 67.29}, "HL-min-VeryGood": {"HL-mAP": 35.77, "HL-Hit1": 56.39}, "full": {"MR-mAP": {"0.5": 53.92, "0.55": 48.0, "0.6": 43.3, "0.65": 37.39, "0.7": 32.98, "0.75": 28.51, "0.8": 22.84, "0.85": 16.99, "0.9": 11.8, "0.95": 5.69, "average": 30.14}, "MR-R1": {"0.5": 51.87, "0.55": 46.32, "0.6": 41.94, "0.65": 36.52, "0.7": 32.45, "0.75": 27.74, "0.8": 22.39, "0.85": 16.65, "0.9": 11.48, "0.95": 5.42}}, "long": {"MR-mAP": {"0.5": 63.62, "0.55": 58.74, "0.6": 53.42, "0.65": 48.78, "0.7": 44.4, "0.75": 40.48, "0.8": 34.18, "0.85": 28.76, "0.9": 20.68, "0.95": 11.31, "average": 40.44}, "MR-R1": {"0.5": 55.75, "0.55": 51.22, "0.6": 46.52, "0.65": 42.51, "0.7": 39.2, "0.75": 35.71, "0.8": 30.14, "0.85": 25.44, "0.9": 18.64, "0.95": 10.45}}, "middle": {"MR-mAP": {"0.5": 57.32, "0.55": 50.55, "0.6": 45.46, "0.65": 37.61, "0.7": 32.44, "0.75": 26.43, "0.8": 19.94, "0.85": 13.18, "0.9": 8.27, "0.95": 2.77, "average": 29.4}, "MR-R1": {"0.5": 48.17, "0.55": 42.84, "0.6": 38.77, "0.65": 32.92, "0.7": 28.53, "0.75": 23.2, "0.8": 17.87, "0.85": 11.6, "0.9": 7.31, "0.95": 2.4}}, "short": {"MR-mAP": {"0.5": 8.63, "0.55": 5.42, "0.6": 4.82, "0.65": 3.23, "0.7": 1.98, "0.75": 1.67, "0.8": 1.34, "0.85": 0.47, "0.9": 0.47, "0.95": 0.47, "average": 2.85}, "MR-R1": {"0.5": 5.36, "0.55": 3.26, "0.6": 2.8, "0.65": 1.63, "0.7": 1.17, "0.75": 0.7, "0.8": 0.7, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
2021_08_04_16_20_32 [Epoch] 199 [Loss] loss_span 0.5908 loss_giou 0.5637 loss_label 0.9894 class_error 23.9894 loss_saliency 0.2397 loss_span_0 0.5944 loss_giou_0 0.5636 loss_label_0 0.9127 class_error_0 22.9809 loss_overall 4.4542 [Metrics] {"brief": {"MR-full-R1@0.5": 50.77, "MR-full-R1@0.7": 31.35, "MR-full-mAP": 29.18, "MR-full-mAP@0.5": 53.22, "MR-full-mAP@0.75": 27.3, "MR-long-mAP": 39.55, "MR-middle-mAP": 28.55, "MR-short-mAP": 2.51, "HL-min-Fair-mAP": 68.11, "HL-min-Fair-Hit1": 67.94, "HL-min-Good-mAP": 57.66, "HL-min-Good-Hit1": 65.48, "HL-min-VeryGood-mAP": 35.35, "HL-min-VeryGood-Hit1": 54.71}, "HL-min-Fair": {"HL-mAP": 68.11, "HL-Hit1": 67.94}, "HL-min-Good": {"HL-mAP": 57.66, "HL-Hit1": 65.48}, "HL-min-VeryGood": {"HL-mAP": 35.35, "HL-Hit1": 54.71}, "full": {"MR-mAP": {"0.5": 53.22, "0.55": 47.59, "0.6": 43.14, "0.65": 37.08, "0.7": 32.34, "0.75": 27.3, "0.8": 21.21, "0.85": 14.95, "0.9": 9.77, "0.95": 5.17, "average": 29.18}, "MR-R1": {"0.5": 50.77, "0.55": 45.94, "0.6": 41.55, "0.65": 35.55, "0.7": 31.35, "0.75": 26.26, "0.8": 20.39, "0.85": 14.32, "0.9": 9.29, "0.95": 4.9}}, "long": {"MR-mAP": {"0.5": 62.95, "0.55": 58.21, "0.6": 54.71, "0.65": 49.05, "0.7": 44.33, "0.75": 39.84, "0.8": 31.77, "0.85": 25.91, "0.9": 18.28, "0.95": 10.44, "average": 39.55}, "MR-R1": {"0.5": 53.83, "0.55": 49.83, "0.6": 46.86, "0.65": 41.46, "0.7": 37.8, "0.75": 34.15, "0.8": 26.83, "0.85": 22.3, "0.9": 15.51, "0.95": 9.23}}, "middle": {"MR-mAP": {"0.5": 56.94, "0.55": 50.54, "0.6": 44.5, "0.65": 37.48, "0.7": 31.71, "0.75": 25.02, "0.8": 19.08, "0.85": 11.34, "0.9": 6.43, "0.95": 2.46, "average": 28.55}, "MR-R1": {"0.5": 47.96, "0.55": 42.74, "0.6": 37.83, "0.65": 31.97, "0.7": 27.59, "0.75": 21.63, "0.8": 16.72, "0.85": 9.72, "0.9": 5.64, "0.95": 2.3}}, "short": {"MR-mAP": {"0.5": 7.08, "0.55": 5.08, "0.6": 4.28, "0.65": 2.88, "0.7": 1.93, "0.75": 1.78, "0.8": 1.11, "0.85": 0.31, "0.9": 0.31, "0.95": 0.31, "average": 2.51}, "MR-R1": {"0.5": 4.43, "0.55": 3.96, "0.6": 3.03, "0.65": 1.63, "0.7": 1.17, "0.75": 0.93, "0.8": 0.47, "0.85": 0.23, "0.9": 0.23, "0.95": 0.23}}}
