DLB / ImageNet
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Training Logs

This page streams all the content that is printed to the console during training.

{'scalars': <class 'dashboards.Scalars'>}
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{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 569, "loss": 0.08184438943862915, "acc1": 97.65625, "acc5": 100.0}
0.09964707493782043
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 589, "loss": 0.09964707493782043, "acc1": 97.65625, "acc5": 100.0}
0.10955508798360825
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 609, "loss": 0.10955508798360825, "acc1": 97.65625, "acc5": 100.0}
0.09700112044811249
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 629, "loss": 0.09700112044811249, "acc1": 96.875, "acc5": 100.0}
0.1543288677930832
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 649, "loss": 0.1543288677930832, "acc1": 96.09375, "acc5": 100.0}
0.08064921200275421
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 669, "loss": 0.08064921200275421, "acc1": 97.65625, "acc5": 99.21875}
0.13437438011169434
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 689, "loss": 0.13437438011169434, "acc1": 96.09375, "acc5": 100.0}
0.2405184805393219
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 709, "loss": 0.2405184805393219, "acc1": 92.1875, "acc5": 100.0}
0.26074108481407166
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 729, "loss": 0.26074108481407166, "acc1": 94.53125, "acc5": 100.0}
0.07641236484050751
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 749, "loss": 0.07641236484050751, "acc1": 96.875, "acc5": 100.0}
0.0544283390045166
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 769, "loss": 0.0544283390045166, "acc1": 98.4375, "acc5": 100.0}
0.061397578567266464
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 789, "loss": 0.061397578567266464, "acc1": 99.21875, "acc5": 100.0}
0.14403696358203888
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 809, "loss": 0.14403696358203888, "acc1": 96.875, "acc5": 100.0}
0.047493353486061096
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 829, "loss": 0.047493353486061096, "acc1": 99.21875, "acc5": 100.0}
0.0735967755317688
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 849, "loss": 0.0735967755317688, "acc1": 98.4375, "acc5": 99.21875}
0.0968344435095787
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 869, "loss": 0.0968344435095787, "acc1": 96.875, "acc5": 100.0}
0.11637235432863235
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 889, "loss": 0.11637235432863235, "acc1": 96.875, "acc5": 100.0}
0.08934446424245834
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 909, "loss": 0.08934446424245834, "acc1": 96.875, "acc5": 100.0}
0.13688334822654724
{"type": "scalars", "name": "lr=0.2", "tag": "train", "source": "imagenet_b/lr=0.2.db", "global_step": 929, "loss": 0.13688334822654724, "acc1": 96.875, "acc5": 100.0}
{"type": "scalars", "name": "lr=0.2", "tag": "validation", "source": "imagenet_b/lr=0.2.db", "global_step": 79, "acc1": 95.3125, "acc5": 100.0, "loss": 0.12611082196235657}
{"type": "scalars", "name": "lr=0.2", "tag": "validation", "source": "imagenet_b/lr=0.2.db", "global_step": 99, "acc1": 97.65625, "acc5": 100.0, "loss": 0.08738525956869125}
{"type": "scalars", "name": "lr=0.2", "tag": "validation", "source": "imagenet_b/lr=0.2.db", "global_step": 119, "acc1": 95.3125, "acc5": 100.0, "loss": 0.08556889742612839}
{"type": "scalars", "name": "lr=0.2", "tag": "validation", "source": "imagenet_b/lr=0.2.db", "global_step": 139, "acc1": 99.21875, "acc5": 100.0, "loss": 0.05984562262892723}
> /Users/vivekr/gits/FP-dlb/scalars.py(214)<module>()
-> renderer.render_plots()
(Pdb)
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