From 88e671b2f3d952224f1fd9ccbc1f972d964b51b8 Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Thu, 14 May 2020 03:33:43 +0000 Subject: [PATCH] add cspresnet50 config --- configs/CSPNet/CSPResNet50.yaml | 76 +++++++++++++++++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 configs/CSPNet/CSPResNet50.yaml diff --git a/configs/CSPNet/CSPResNet50.yaml b/configs/CSPNet/CSPResNet50.yaml new file mode 100644 index 00000000..02f1a4e4 --- /dev/null +++ b/configs/CSPNet/CSPResNet50.yaml @@ -0,0 +1,76 @@ +mode: 'train' +ARCHITECTURE: + name: 'CSPResNet50' + +pretrained_model: "" +model_save_dir: "./output/" +classes_num: 1000 +total_images: 1281167 +save_interval: 1 +validate: True +valid_interval: 1 +epochs: 120 +topk: 5 +image_shape: [3, 256, 256] + +use_mix: False +ls_epsilon: -1 + +LEARNING_RATE: + function: 'Piecewise' + params: + lr: 0.1 + decay_epochs: [30, 60, 90] + gamma: 0.1 + +OPTIMIZER: + function: 'Momentum' + params: + momentum: 0.9 + regularizer: + function: 'L2' + factor: 0.000100 + +TRAIN: + batch_size: 256 + num_workers: 4 + file_list: "./dataset/ILSVRC2012/train_list.txt" + data_dir: "./dataset/ILSVRC2012/" + shuffle_seed: 0 + transforms: + - DecodeImage: + to_rgb: True + to_np: False + channel_first: False + - RandCropImage: + size: 256 + - RandFlipImage: + flip_code: 1 + - NormalizeImage: + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + +VALID: + batch_size: 64 + num_workers: 4 + file_list: "./dataset/ILSVRC2012/val_list.txt" + data_dir: "./dataset/ILSVRC2012/" + shuffle_seed: 0 + transforms: + - DecodeImage: + to_rgb: True + to_np: False + channel_first: False + - ResizeImage: + resize_short: 256 + - CropImage: + size: 256 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: -- GitLab