138 lines
2.9 KiB
YAML
138 lines
2.9 KiB
YAML
# global configs
|
|
Global:
|
|
checkpoints: null
|
|
pretrained_model: null
|
|
output_dir: ./output
|
|
device: gpu
|
|
save_interval: 15
|
|
eval_during_train: True
|
|
eval_interval: 15
|
|
epochs: 150
|
|
print_batch_step: 10
|
|
use_visualdl: False
|
|
# used for static mode and model export
|
|
image_shape: [3, 224, 224]
|
|
save_inference_dir: ./inference
|
|
eval_mode: retrieval
|
|
use_dali: False
|
|
to_static: False
|
|
|
|
#feature postprocess
|
|
feature_normalize: False
|
|
feature_binarize: "sign"
|
|
|
|
# model architecture
|
|
Arch:
|
|
name: RecModel
|
|
infer_output_key: features
|
|
infer_add_softmax: False
|
|
|
|
Backbone:
|
|
name: AlexNet
|
|
pretrained: True
|
|
class_num: 48
|
|
|
|
# loss function config for train/eval process
|
|
Loss:
|
|
Train:
|
|
- LCDSHLoss:
|
|
weight: 1.0
|
|
_lambda: 3
|
|
n_class: 10
|
|
Eval:
|
|
- LCDSHLoss:
|
|
weight: 1.0
|
|
_lambda: 3
|
|
n_class: 10
|
|
|
|
Optimizer:
|
|
name: Adam
|
|
beta1: 0.9
|
|
beta2: 0.999
|
|
lr:
|
|
name: Piecewise
|
|
learning_rate: 0.00001
|
|
decay_epochs: [200]
|
|
values: [0.00001, 0.000001]
|
|
|
|
# data loader for train and eval
|
|
DataLoader:
|
|
Train:
|
|
dataset:
|
|
name: ImageNetDataset
|
|
image_root: ./dataset/CIFAR10/
|
|
cls_label_path: ./dataset/CIFAR10/train_list.txt
|
|
transform_ops:
|
|
- DecodeImage:
|
|
to_rgb: True
|
|
channel_first: False
|
|
- ResizeImage:
|
|
size: 224
|
|
- NormalizeImage:
|
|
scale: 1.0/255.0
|
|
mean: [0.485, 0.456, 0.406]
|
|
std: [0.229, 0.224, 0.225]
|
|
order: ''
|
|
sampler:
|
|
batch_size: 128
|
|
drop_last: False
|
|
shuffle: True
|
|
loader:
|
|
num_workers: 4
|
|
use_shared_memory: True
|
|
|
|
Eval:
|
|
Query:
|
|
dataset:
|
|
name: ImageNetDataset
|
|
image_root: ./dataset/CIFAR10/
|
|
cls_label_path: ./dataset/CIFAR10/test_list.txt
|
|
transform_ops:
|
|
- DecodeImage:
|
|
to_rgb: True
|
|
channel_first: False
|
|
- ResizeImage:
|
|
size: 224
|
|
- NormalizeImage:
|
|
scale: 1.0/255.0
|
|
mean: [0.485, 0.456, 0.406]
|
|
std: [0.229, 0.224, 0.225]
|
|
order: ''
|
|
sampler:
|
|
batch_size: 128
|
|
drop_last: False
|
|
shuffle: False
|
|
loader:
|
|
num_workers: 4
|
|
use_shared_memory: True
|
|
|
|
Gallery:
|
|
dataset:
|
|
name: ImageNetDataset
|
|
image_root: ./dataset/CIFAR10/
|
|
cls_label_path: ./dataset/CIFAR10/train_list.txt
|
|
transform_ops:
|
|
- DecodeImage:
|
|
to_rgb: True
|
|
channel_first: False
|
|
- ResizeImage:
|
|
size: 224
|
|
- NormalizeImage:
|
|
scale: 1.0/255.0
|
|
mean: [0.485, 0.456, 0.406]
|
|
std: [0.229, 0.224, 0.225]
|
|
order: ''
|
|
sampler:
|
|
batch_size: 128
|
|
drop_last: False
|
|
shuffle: False
|
|
loader:
|
|
num_workers: 4
|
|
use_shared_memory: True
|
|
|
|
Metric:
|
|
Eval:
|
|
- mAP: {}
|
|
- Recallk:
|
|
topk: [1, 5]
|