added training weights
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- README.md +2 -0
- standard_split/free-synth_and_real/events.out.tfevents.1709772947.inventcat.1832066.0 +3 -0
- standard_split/free-synth_and_real/last_checkpoint +1 -0
- standard_split/free-synth_and_real/metrics.json +150 -0
- standard_split/free-synth_and_real/model_0000499.pth +3 -0
- standard_split/free-synth_and_real/model_0000999.pth +3 -0
- standard_split/free-synth_and_real/model_0001499.pth +3 -0
- standard_split/free-synth_and_real/model_0001999.pth +3 -0
- standard_split/free-synth_and_real/model_0002499.pth +3 -0
- standard_split/free-synth_and_real/model_0002999.pth +3 -0
- standard_split/free-synth_and_real/model_final.pth +3 -0
- standard_split/free-synth_only/events.out.tfevents.1709772721.inventcat.1829462.0 +3 -0
- standard_split/free-synth_only/last_checkpoint +1 -0
- standard_split/free-synth_only/metrics.json +150 -0
- standard_split/free-synth_only/model_0000499.pth +3 -0
- standard_split/free-synth_only/model_0000999.pth +3 -0
- standard_split/free-synth_only/model_0001499.pth +3 -0
- standard_split/free-synth_only/model_0001999.pth +3 -0
- standard_split/free-synth_only/model_0002499.pth +3 -0
- standard_split/free-synth_only/model_0002999.pth +3 -0
- standard_split/free-synth_only/model_final.pth +3 -0
- standard_split/normal_fine-tuning/events.out.tfevents.1709771620.inventcat.1815214.0 +3 -0
- standard_split/normal_fine-tuning/last_checkpoint +1 -0
- standard_split/normal_fine-tuning/metrics.json +150 -0
- standard_split/normal_fine-tuning/model_0000499.pth +3 -0
- standard_split/normal_fine-tuning/model_0000999.pth +3 -0
- standard_split/normal_fine-tuning/model_0001499.pth +3 -0
- standard_split/normal_fine-tuning/model_0001999.pth +3 -0
- standard_split/normal_fine-tuning/model_0002499.pth +3 -0
- standard_split/normal_fine-tuning/model_0002999.pth +3 -0
- standard_split/normal_fine-tuning/model_final.pth +3 -0
- standard_split/special_free-synth_and_real/events.out.tfevents.1709775831.inventcat.1865038.0 +3 -0
- standard_split/special_free-synth_and_real/last_checkpoint +1 -0
- standard_split/special_free-synth_and_real/metrics.json +150 -0
- standard_split/special_free-synth_and_real/model_0000249.pth +3 -0
- standard_split/special_free-synth_and_real/model_0000499.pth +3 -0
- standard_split/special_free-synth_and_real/model_0000749.pth +3 -0
- standard_split/special_free-synth_and_real/model_0000999.pth +3 -0
- standard_split/special_free-synth_and_real/model_0001249.pth +3 -0
- standard_split/special_free-synth_and_real/model_0001499.pth +3 -0
- standard_split/special_free-synth_and_real/model_0001749.pth +3 -0
- standard_split/special_free-synth_and_real/model_0001999.pth +3 -0
- standard_split/special_free-synth_and_real/model_0002249.pth +3 -0
- standard_split/special_free-synth_and_real/model_0002499.pth +3 -0
- standard_split/special_free-synth_and_real/model_0002749.pth +3 -0
- standard_split/special_free-synth_and_real/model_0002999.pth +3 -0
- standard_split/special_free-synth_and_real/model_final.pth +3 -0
- standard_split_wVal/normal_fine-tuning/events.out.tfevents.1709779922.inventcat.1910652.0 +3 -0
- standard_split_wVal/normal_fine-tuning/last_checkpoint +1 -0
- standard_split_wVal/normal_fine-tuning/metrics.json +150 -0
README.md
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license: mit
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license: mit
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This repository contains the weights of the detection model for the ELK paper. More information can be found in [here](https://github.com/Likalto4/CEM-Detect).
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standard_split/free-synth_and_real/events.out.tfevents.1709772947.inventcat.1832066.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:90196c842dce99f97ae0a9916008c823dd1024340e1022d9a452205b9469c397
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size 136786
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model_final.pth
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standard_split/free-synth_and_real/metrics.json
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{"data_time": 0.003799252910539508, "eta_seconds": 1429.955345520284, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4793650793650793, "fast_rcnn/fg_cls_accuracy": 0.5206349206349207, "iteration": 19, "loss_box_reg": 0.06348668038845062, "loss_cls": 0.14409290999174118, "loss_rpn_cls": 0.05209457501769066, "loss_rpn_loc": 0.004444509511813521, "lr": 4.99525e-06, "rank_data_time": 0.003799252910539508, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47985078708734363, "total_loss": 0.3257289552129805}
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{"data_time": 0.0039034225046634674, "eta_seconds": 1365.3893773257732, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.39332844574780057, "fast_rcnn/fg_cls_accuracy": 0.6066715542521994, "iteration": 39, "loss_box_reg": 0.057409582659602165, "loss_cls": 0.08546270057559013, "loss_rpn_cls": 0.03425366058945656, "loss_rpn_loc": 0.005087531870231032, "lr": 9.99025e-06, "rank_data_time": 0.0039034225046634674, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.42938202642835677, "total_loss": 0.2017186036100611}
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{"data_time": 0.003713112906552851, "eta_seconds": 1292.9169186623767, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3621848739495799, "fast_rcnn/fg_cls_accuracy": 0.6378151260504201, "iteration": 59, "loss_box_reg": 0.059302130714058876, "loss_cls": 0.10398335382342339, "loss_rpn_cls": 0.04242251440882683, "loss_rpn_loc": 0.0040049811359494925, "lr": 1.4985249999999999e-05, "rank_data_time": 0.003713112906552851, "roi_head/num_bg_samples": 499.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.41669052257202566, "total_loss": 0.24689814867451787}
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{"data_time": 0.003693324513733387, "eta_seconds": 1249.4671940477565, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.7878787878787878, "fast_rcnn/fg_cls_accuracy": 0.2121212121212121, "iteration": 79, "loss_box_reg": 0.05962708406150341, "loss_cls": 0.12025029212236404, "loss_rpn_cls": 0.02716564480215311, "loss_rpn_loc": 0.005042644450441003, "lr": 1.9980250000000002e-05, "rank_data_time": 0.003693324513733387, "roi_head/num_bg_samples": 502.0, "roi_head/num_fg_samples": 10.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4167085300432518, "total_loss": 0.24224437959492207}
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{"data_time": 0.0037154904566705227, "eta_seconds": 1230.2785187377594, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7247899159663866, "iteration": 99, "loss_box_reg": 0.051943160593509674, "loss_cls": 0.05318973958492279, "loss_rpn_cls": 0.007091766223311424, "loss_rpn_loc": 0.004508964950218797, "lr": 2.497525e-05, "rank_data_time": 0.0037154904566705227, "roi_head/num_bg_samples": 498.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.42180865351110697, "total_loss": 0.13741013959224802}
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{"data_time": 0.0037872649263590574, "eta_seconds": 1221.7938392981887, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39743589743589747, "fast_rcnn/fg_cls_accuracy": 0.6025641025641025, "iteration": 119, "loss_box_reg": 0.04877614416182041, "loss_cls": 0.12148841097950935, "loss_rpn_cls": 0.026668093167245388, "loss_rpn_loc": 0.004831206984817982, "lr": 2.9970250000000003e-05, "rank_data_time": 0.0037872649263590574, "roi_head/num_bg_samples": 501.25, "roi_head/num_fg_samples": 10.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4221111530205235, "total_loss": 0.22802689555101097}
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{"data_time": 0.0036574655678123236, "eta_seconds": 1213.309159858618, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3907741251325557, "fast_rcnn/fg_cls_accuracy": 0.6092258748674444, "iteration": 139, "loss_box_reg": 0.060582078993320465, "loss_cls": 0.05578037537634373, "loss_rpn_cls": 0.006954296724870801, "loss_rpn_loc": 0.004478540038689971, "lr": 3.4965250000000005e-05, "rank_data_time": 0.0036574655678123236, "roi_head/num_bg_samples": 499.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.42346903996076435, "total_loss": 0.14509692283172626}
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{"data_time": 0.0035486069973558187, "eta_seconds": 1202.499370914884, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 159, "loss_box_reg": 0.04555310681462288, "loss_cls": 0.05565015599131584, "loss_rpn_cls": 0.004346922738477588, "loss_rpn_loc": 0.005040671909227967, "lr": 3.996025e-05, "rank_data_time": 0.0035486069973558187, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4125392994610593, "total_loss": 0.12265499110799283}
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{"data_time": 0.0035657710395753384, "eta_seconds": 1198.7021533213556, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.5034965034965035, "fast_rcnn/fg_cls_accuracy": 0.49650349650349646, "iteration": 179, "loss_box_reg": 0.06325248628854752, "loss_cls": 0.08101844415068626, "loss_rpn_cls": 0.009672268526628613, "loss_rpn_loc": 0.005374767351895571, "lr": 4.495525e-05, "rank_data_time": 0.0035657710395753384, "roi_head/num_bg_samples": 499.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4356464829761535, "total_loss": 0.17678377160336822}
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{"data_time": 0.003603863064199686, "eta_seconds": 1189.6152605768293, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3548951048951049, "fast_rcnn/fg_cls_accuracy": 0.6451048951048951, "iteration": 199, "loss_box_reg": 0.05100485496222973, "loss_cls": 0.068803321570158, "loss_rpn_cls": 0.011857417412102222, "loss_rpn_loc": 0.004168832441791892, "lr": 4.995025e-05, "rank_data_time": 0.003603863064199686, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4169256765162572, "total_loss": 0.1289758284110576}
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{"data_time": 0.0035124149871990085, "eta_seconds": 1177.0944546279497, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3101503759398496, "fast_rcnn/fg_cls_accuracy": 0.6898496240601504, "iteration": 219, "loss_box_reg": 0.04489427991211414, "loss_cls": 0.04695920646190643, "loss_rpn_cls": 0.00450402544811368, "loss_rpn_loc": 0.0035125723807141185, "lr": 5.494525e-05, "rank_data_time": 0.0035124149871990085, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4191217643674463, "total_loss": 0.108622140949592}
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{"data_time": 0.0036257539177313447, "eta_seconds": 1164.4603887526318, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 239, "loss_box_reg": 0.05920576490461826, "loss_cls": 0.06139185093343258, "loss_rpn_cls": 0.006295817904174328, "loss_rpn_loc": 0.004571015248075128, "lr": 5.994025e-05, "rank_data_time": 0.0036257539177313447, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.416169096599333, "total_loss": 0.1449815439118538}
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{"data_time": 0.003501760889776051, "eta_seconds": 1157.8347127744928, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.4411764705882353, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 259, "loss_box_reg": 0.06740943714976311, "loss_cls": 0.04957168363034725, "loss_rpn_cls": 0.004517887602560222, "loss_rpn_loc": 0.004447637824341655, "lr": 6.493525e-05, "rank_data_time": 0.003501760889776051, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4289318840019405, "total_loss": 0.14044930384261534}
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{"data_time": 0.0035950755700469017, "eta_seconds": 1147.1701890975237, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.51, "fast_rcnn/fg_cls_accuracy": 0.49, "iteration": 279, "loss_box_reg": 0.06464841216802597, "loss_cls": 0.0913391225039959, "loss_rpn_cls": 0.016266731545329094, "loss_rpn_loc": 0.005117676453664899, "lr": 6.993025000000002e-05, "rank_data_time": 0.0035950755700469017, "roi_head/num_bg_samples": 499.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.41826346260495484, "total_loss": 0.1859696377068758}
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{"data_time": 0.003524573054164648, "eta_seconds": 1137.5808491022326, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5060150375939849, "fast_rcnn/fg_cls_accuracy": 0.49398496240601497, "iteration": 299, "loss_box_reg": 0.05047190748155117, "loss_cls": 0.0862414762377739, "loss_rpn_cls": 0.010655858553946018, "loss_rpn_loc": 0.0045199759770184755, "lr": 7.492525000000001e-05, "rank_data_time": 0.003524573054164648, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.42102696292568, "total_loss": 0.16150138527154922}
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{"data_time": 0.0036274519516155124, "eta_seconds": 1129.154324294068, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 319, "loss_box_reg": 0.04435824230313301, "loss_cls": 0.05209757573902607, "loss_rpn_cls": 0.006900881649926305, "loss_rpn_loc": 0.0041504791006445885, "lr": 7.992025e-05, "rank_data_time": 0.0036274519516155124, "roi_head/num_bg_samples": 499.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4173403534805402, "total_loss": 0.10837427934166044}
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ADDED
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ADDED
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ADDED
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ADDED
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model_final.pth
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standard_split/free-synth_only/metrics.json
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oid sha256:30587d2522fb27b0dc93506ca831fcb0d927294cdf9373dd68120861122da4aa
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| 3 |
+
size 136786
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standard_split/normal_fine-tuning/last_checkpoint
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
model_final.pth
|
standard_split/normal_fine-tuning/metrics.json
ADDED
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@@ -0,0 +1,150 @@
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|
| 1 |
+
{"data_time": 0.0038773249834775925, "eta_seconds": 626.2594548612833, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.053152112290263176, "loss_cls": 0.20534777641296387, "loss_rpn_cls": 0.0582845825701952, "loss_rpn_loc": 0.00584306032396853, "lr": 4.99525e-06, "rank_data_time": 0.0038773249834775925, "roi_head/num_bg_samples": 501.25, "roi_head/num_fg_samples": 10.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.21015417948365211, "total_loss": 0.36035731388255954}
|
| 2 |
+
{"data_time": 0.003908673068508506, "eta_seconds": 590.8483798336238, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5217391304347826, "fast_rcnn/fg_cls_accuracy": 0.4782608695652174, "iteration": 39, "loss_box_reg": 0.0684235580265522, "loss_cls": 0.14782384037971497, "loss_rpn_cls": 0.04198299162089825, "loss_rpn_loc": 0.00498085655272007, "lr": 9.99025e-06, "rank_data_time": 0.003908673068508506, "roi_head/num_bg_samples": 500.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.19656760047655553, "total_loss": 0.2862175479531288}
|
| 3 |
+
{"data_time": 0.0038775415159761906, "eta_seconds": 584.2155677941628, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5694444444444444, "fast_rcnn/fg_cls_accuracy": 0.4305555555555556, "iteration": 59, "loss_box_reg": 0.06907585263252258, "loss_cls": 0.14864538609981537, "loss_rpn_cls": 0.03818987309932709, "loss_rpn_loc": 0.004838296445086598, "lr": 1.4985249999999999e-05, "rank_data_time": 0.0038775415159761906, "roi_head/num_bg_samples": 501.0, "roi_head/num_fg_samples": 11.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.19665367808192968, "total_loss": 0.26479698764160275}
|
| 4 |
+
{"data_time": 0.0038808665703982115, "eta_seconds": 576.7158691072837, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.9202586206896552, "fast_rcnn/fg_cls_accuracy": 0.07974137931034483, "iteration": 79, "loss_box_reg": 0.08843818306922913, "loss_cls": 0.18655726313591003, "loss_rpn_cls": 0.03697606548666954, "loss_rpn_loc": 0.007125103147700429, "lr": 1.9980250000000002e-05, "rank_data_time": 0.0038808665703982115, "roi_head/num_bg_samples": 499.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.1930078089935705, "total_loss": 0.32743272883817554}
|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
+
{"data_time": 0.0039448406314477324, "eta_seconds": 569.0868367999792, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5878571428571429, "fast_rcnn/fg_cls_accuracy": 0.41214285714285714, "iteration": 159, "loss_box_reg": 0.062424056231975555, "loss_cls": 0.09275923296809196, "loss_rpn_cls": 0.0185416666790843, "loss_rpn_loc": 0.004633087664842606, "lr": 3.996025e-05, "rank_data_time": 0.0039448406314477324, "roi_head/num_bg_samples": 500.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.20620635012164712, "total_loss": 0.20736962676164694}
|
| 9 |
+
{"data_time": 0.003879229072481394, "eta_seconds": 564.1273525636643, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6594202898550725, "fast_rcnn/fg_cls_accuracy": 0.3405797101449275, "iteration": 179, "loss_box_reg": 0.06409656256437302, "loss_cls": 0.09981317073106766, "loss_rpn_cls": 0.016706635244190693, "loss_rpn_loc": 0.004867441952228546, "lr": 4.495525e-05, "rank_data_time": 0.003879229072481394, "roi_head/num_bg_samples": 500.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.1951061044819653, "total_loss": 0.18779008951969445}
|
| 10 |
+
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|
| 11 |
+
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|
| 12 |
+
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|
| 13 |
+
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|
| 14 |
+
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|
| 15 |
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|
| 16 |
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|
| 17 |
+
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|
| 18 |
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|
| 19 |
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|
| 20 |
+
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|
| 21 |
+
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|
| 22 |
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|
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| 1 |
+
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|
| 2 |
+
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|
| 3 |
+
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|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
+
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|
| 11 |
+
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|
| 12 |
+
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|
| 13 |
+
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|
| 14 |
+
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|
| 15 |
+
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|
| 16 |
+
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|
| 17 |
+
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|
| 18 |
+
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|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
+
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|
| 22 |
+
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|
| 23 |
+
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|
| 24 |
+
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|
| 25 |
+
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|
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| 1 |
+
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|
| 2 |
+
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|
| 3 |
+
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|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
+
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|
| 11 |
+
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|
| 12 |
+
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|
| 13 |
+
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|
| 14 |
+
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|
| 15 |
+
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|
| 16 |
+
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|
| 17 |
+
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|
| 18 |
+
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|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
+
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|
| 22 |
+
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|
| 23 |
+
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|
| 24 |
+
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|
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