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- _BASE_: [
- '../datasets/coco_instance.yml',
- '../runtime.yml',
- '_base_/solov2_r50_fpn.yml',
- '_base_/optimizer_1x.yml',
- '_base_/solov2_reader.yml',
- ]
- weights: output/solov2_r50_fpn_3x_coco/model_final
- epoch: 36
- LearningRate:
- base_lr: 0.01
- schedulers:
- - !PiecewiseDecay
- gamma: 0.1
- milestones: [24, 33]
- - !LinearWarmup
- start_factor: 0.
- steps: 1000
- TrainReader:
- sample_transforms:
- - Decode: {}
- - Poly2Mask: {}
- - RandomResize: {interp: 1,
- target_size: [[640, 1333], [672, 1333], [704, 1333], [736, 1333], [768, 1333], [800, 1333]],
- keep_ratio: True}
- - RandomFlip: {}
- - NormalizeImage: {is_scale: true, mean: [0.485,0.456,0.406], std: [0.229, 0.224,0.225]}
- - Permute: {}
- batch_transforms:
- - PadBatch: {pad_to_stride: 32}
- - Gt2Solov2Target: {num_grids: [40, 36, 24, 16, 12],
- scale_ranges: [[1, 96], [48, 192], [96, 384], [192, 768], [384, 2048]],
- coord_sigma: 0.2}
- batch_size: 2
- shuffle: true
- drop_last: true
|
