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- pretrain_weights: https://paddledet.bj.bcebos.com/models/ppyolo_r50vd_dcn_1x_coco.pdparams
- slim: QAT
- QAT:
- quant_config: {
- 'activation_preprocess_type': 'PACT',
- 'weight_quantize_type': 'channel_wise_abs_max', 'activation_quantize_type': 'moving_average_abs_max',
- 'weight_bits': 8, 'activation_bits': 8, 'dtype': 'int8', 'window_size': 10000, 'moving_rate': 0.9,
- 'quantizable_layer_type': ['Conv2D', 'Linear']}
- print_model: True
- epoch: 50
- LearningRate:
- base_lr: 0.0005
- schedulers:
- - !PiecewiseDecay
- gamma: 0.1
- milestones:
- - 30
- - 45
- - !LinearWarmup
- start_factor: 0.
- steps: 1000
- OptimizerBuilder:
- optimizer:
- momentum: 0.9
- type: Momentum
- regularizer:
- factor: 0.0005
- type: L2
- PPYOLOFPN:
- coord_conv: true
- block_size: 3
- keep_prob: 0.9
- spp: true
- drop_block: false
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