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eval.log
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eval.log
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[2021/12/24 11:10:39] root INFO:
===========================================================
== PaddleClas is powered by PaddlePaddle ! ==
===========================================================
== ==
== For more info please go to the following website. ==
== ==
== https://github.com/PaddlePaddle/PaddleClas ==
===========================================================
[2021/12/24 11:10:39] root INFO: Arch :
[2021/12/24 11:10:39] root INFO: class_num : 1000
[2021/12/24 11:10:39] root INFO: name : OctMobileNetV2_x1_125
[2021/12/24 11:10:39] root INFO: DataLoader :
[2021/12/24 11:10:39] root INFO: Eval :
[2021/12/24 11:10:39] root INFO: dataset :
[2021/12/24 11:10:39] root INFO: cls_label_path : ./dataset/ILSVRC2012/val_list.txt
[2021/12/24 11:10:39] root INFO: image_root : ./dataset/ILSVRC2012/
[2021/12/24 11:10:39] root INFO: name : ImageNetDataset
[2021/12/24 11:10:39] root INFO: transform_ops :
[2021/12/24 11:10:39] root INFO: DecodeImage :
[2021/12/24 11:10:39] root INFO: channel_first : False
[2021/12/24 11:10:39] root INFO: to_rgb : True
[2021/12/24 11:10:39] root INFO: ResizeImage :
[2021/12/24 11:10:39] root INFO: resize_short : 232
[2021/12/24 11:10:39] root INFO: CropImage :
[2021/12/24 11:10:39] root INFO: size : 224
[2021/12/24 11:10:39] root INFO: NormalizeImage :
[2021/12/24 11:10:39] root INFO: mean : [0.485, 0.456, 0.406]
[2021/12/24 11:10:39] root INFO: order :
[2021/12/24 11:10:39] root INFO: scale : 1.0/255.0
[2021/12/24 11:10:39] root INFO: std : [0.229, 0.224, 0.225]
[2021/12/24 11:10:39] root INFO: loader :
[2021/12/24 11:10:39] root INFO: num_workers : 4
[2021/12/24 11:10:39] root INFO: use_shared_memory : True
[2021/12/24 11:10:39] root INFO: sampler :
[2021/12/24 11:10:39] root INFO: batch_size : 256
[2021/12/24 11:10:39] root INFO: drop_last : False
[2021/12/24 11:10:39] root INFO: name : DistributedBatchSampler
[2021/12/24 11:10:39] root INFO: shuffle : False
[2021/12/24 11:10:39] root INFO: Train :
[2021/12/24 11:10:39] root INFO: dataset :
[2021/12/24 11:10:39] root INFO: batch_transform_ops :
[2021/12/24 11:10:39] root INFO: MixupOperator :
[2021/12/24 11:10:39] root INFO: alpha : 0.2
[2021/12/24 11:10:39] root INFO: cls_label_path : ./dataset/ILSVRC2012/train_list.txt
[2021/12/24 11:10:39] root INFO: image_root : ./dataset/ILSVRC2012/
[2021/12/24 11:10:39] root INFO: name : ImageNetDataset
[2021/12/24 11:10:39] root INFO: transform_ops :
[2021/12/24 11:10:39] root INFO: DecodeImage :
[2021/12/24 11:10:39] root INFO: channel_first : False
[2021/12/24 11:10:39] root INFO: to_rgb : True
[2021/12/24 11:10:39] root INFO: RandCropImage :
[2021/12/24 11:10:39] root INFO: size : 192
[2021/12/24 11:10:39] root INFO: RandFlipImage :
[2021/12/24 11:10:39] root INFO: flip_code : 1
[2021/12/24 11:10:39] root INFO: AutoAugment : None
[2021/12/24 11:10:39] root INFO: NormalizeImage :
[2021/12/24 11:10:39] root INFO: mean : [0.485, 0.456, 0.406]
[2021/12/24 11:10:39] root INFO: order :
[2021/12/24 11:10:39] root INFO: scale : 1.0/255.0
[2021/12/24 11:10:39] root INFO: std : [0.229, 0.224, 0.225]
[2021/12/24 11:10:39] root INFO: loader :
[2021/12/24 11:10:39] root INFO: num_workers : 4
[2021/12/24 11:10:39] root INFO: use_shared_memory : True
[2021/12/24 11:10:39] root INFO: sampler :
[2021/12/24 11:10:39] root INFO: batch_size : 256
[2021/12/24 11:10:39] root INFO: drop_last : False
[2021/12/24 11:10:39] root INFO: name : DistributedBatchSampler
[2021/12/24 11:10:39] root INFO: shuffle : True
[2021/12/24 11:10:39] root INFO: Global :
[2021/12/24 11:10:39] root INFO: checkpoints : None
[2021/12/24 11:10:39] root INFO: device : gpu
[2021/12/24 11:10:39] root INFO: epochs : 400
[2021/12/24 11:10:39] root INFO: eval_during_train : True
[2021/12/24 11:10:39] root INFO: eval_interval : 10
[2021/12/24 11:10:39] root INFO: image_shape : [3, 224, 224]
[2021/12/24 11:10:39] root INFO: output_dir : ./output/
[2021/12/24 11:10:39] root INFO: pretrained_model : ./best_model
[2021/12/24 11:10:39] root INFO: print_batch_step : 40
[2021/12/24 11:10:39] root INFO: save_inference_dir : ./inference
[2021/12/24 11:10:39] root INFO: save_interval : 1
[2021/12/24 11:10:39] root INFO: use_visualdl : False
[2021/12/24 11:10:39] root INFO: Loss :
[2021/12/24 11:10:39] root INFO: Eval :
[2021/12/24 11:10:39] root INFO: CELoss :
[2021/12/24 11:10:39] root INFO: weight : 1.0
[2021/12/24 11:10:39] root INFO: Train :
[2021/12/24 11:10:39] root INFO: CELoss :
[2021/12/24 11:10:39] root INFO: epsilon : 0.1
[2021/12/24 11:10:39] root INFO: weight : 1.0
[2021/12/24 11:10:39] root INFO: Metric :
[2021/12/24 11:10:39] root INFO: Eval :
[2021/12/24 11:10:39] root INFO: TopkAcc :
[2021/12/24 11:10:39] root INFO: topk : [1]
[2021/12/24 11:10:39] root INFO: Optimizer :
[2021/12/24 11:10:39] root INFO: lr :
[2021/12/24 11:10:39] root INFO: learning_rate : 0.3
[2021/12/24 11:10:39] root INFO: name : Cosine
[2021/12/24 11:10:39] root INFO: warmup_epoch : 5
[2021/12/24 11:10:39] root INFO: momentum : 0.9
[2021/12/24 11:10:39] root INFO: name : Momentum
[2021/12/24 11:10:39] root INFO: regularizer :
[2021/12/24 11:10:39] root INFO: coeff : 3e-05
[2021/12/24 11:10:39] root INFO: name : L2
[2021/12/24 11:10:39] root INFO: train with paddle 0.0.0 and device CUDAPlace(0)
[2021/12/24 11:10:55] root INFO: [Eval][Epoch 0][Iter: 0/196]CELoss: 1.47663, loss: 1.47663, top1: 0.70703, batch_cost: 3.33436s, reader_cost: 2.92317, ips: 76.77625 images/sec
[2021/12/24 11:11:18] root INFO: [Eval][Epoch 0][Iter: 40/196]CELoss: 1.55039, loss: 1.55039, top1: 0.71094, batch_cost: 0.58002s, reader_cost: 0.34346, ips: 441.36394 images/sec
[2021/12/24 11:11:41] root INFO: [Eval][Epoch 0][Iter: 80/196]CELoss: 1.32093, loss: 1.32093, top1: 0.76562, batch_cost: 0.57868s, reader_cost: 0.34196, ips: 442.38254 images/sec
[2021/12/24 11:12:04] root INFO: [Eval][Epoch 0][Iter: 120/196]CELoss: 1.65532, loss: 1.65532, top1: 0.69922, batch_cost: 0.57531s, reader_cost: 0.33845, ips: 444.97519 images/sec
[2021/12/24 11:12:26] root INFO: [Eval][Epoch 0][Iter: 160/196]CELoss: 1.58054, loss: 1.58054, top1: 0.70703, batch_cost: 0.56778s, reader_cost: 0.33082, ips: 450.87684 images/sec
[2021/12/24 11:12:45] root INFO: [Eval][Epoch 0][Avg]CELoss: 1.45169, loss: 1.45169, top1: 0.72952