darkliang
73 lines
1.5 KiB
YAML
73 lines
1.5 KiB
YAML
# Note : *** the batch_size should be equal to the gpus number at the test phase!!! ***
|
|
data_cfg:
|
|
dataset_name: GREW
|
|
dataset_root: your_path
|
|
dataset_partition: ./datasets/GREW/GREW.json
|
|
num_workers: 16
|
|
remove_no_gallery: false # Remove probe if no gallery for it
|
|
test_dataset_name: GREW
|
|
|
|
evaluator_cfg:
|
|
enable_float16: false
|
|
restore_ckpt_strict: true
|
|
restore_hint: 250000
|
|
save_name: GaitGL_BNNeck
|
|
eval_func: GREW_submission # identification_real_scene # identification_GREW_submission
|
|
sampler:
|
|
batch_size: 4
|
|
sample_type: all_ordered
|
|
type: InferenceSampler
|
|
|
|
loss_cfg:
|
|
- loss_term_weight: 1.0
|
|
margin: 0.2
|
|
type: TripletLoss
|
|
log_prefix: triplet
|
|
- loss_term_weight: 1.0
|
|
scale: 1
|
|
type: CrossEntropyLoss
|
|
log_accuracy: true
|
|
label_smooth: true
|
|
log_prefix: softmax
|
|
|
|
model_cfg:
|
|
model: GaitGL
|
|
channels: [32, 64, 128, 256]
|
|
class_num: 20000
|
|
SeparateBNNecks:
|
|
class_num: 20000
|
|
in_channels: 256
|
|
parts_num: 64
|
|
|
|
optimizer_cfg:
|
|
lr: 1.0e-4
|
|
solver: Adam
|
|
weight_decay: 0
|
|
|
|
scheduler_cfg:
|
|
gamma: 0.1
|
|
milestones:
|
|
- 150000
|
|
- 200000
|
|
scheduler: MultiStepLR
|
|
|
|
trainer_cfg:
|
|
enable_float16: true
|
|
with_test: false
|
|
log_iter: 100
|
|
restore_ckpt_strict: true
|
|
restore_hint: 0
|
|
save_iter: 10000
|
|
save_name: GaitGL_BNNeck
|
|
sync_BN: true
|
|
total_iter: 250000
|
|
sampler:
|
|
batch_shuffle: true
|
|
batch_size:
|
|
- 32
|
|
- 4
|
|
frames_num_fixed: 30
|
|
frames_skip_num: 0
|
|
sample_type: fixed_ordered
|
|
type: TripletSampler
|