forked from PulseFocusPlatform/PulseFocusPlatform
45 lines
849 B
YAML
45 lines
849 B
YAML
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_BASE_: [
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'../datasets/coco_detection.yml',
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'../runtime.yml',
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'./_base_/ppyolo_r50vd_dcn.yml',
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'./_base_/optimizer_1x.yml',
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'./_base_/ppyolo_reader.yml',
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]
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snapshot_epoch: 8
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use_ema: true
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weights: output/ppyolo_r50vd_dcn_1x_minicoco/model_final
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TrainReader:
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batch_size: 12
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TrainDataset:
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!COCODataSet
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image_dir: train2017
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# refer to https://github.com/giddyyupp/coco-minitrain
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anno_path: annotations/instances_minitrain2017.json
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dataset_dir: dataset/coco
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data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']
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epoch: 192
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LearningRate:
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base_lr: 0.005
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schedulers:
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- !PiecewiseDecay
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gamma: 0.1
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milestones:
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- 153
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- 173
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- !LinearWarmup
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start_factor: 0.
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steps: 4000
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OptimizerBuilder:
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optimizer:
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momentum: 0.9
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type: Momentum
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regularizer:
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factor: 0.0005
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type: L2
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