-
Notifications
You must be signed in to change notification settings - Fork 26
/
f3dvqa-b.yml
141 lines (127 loc) · 3.81 KB
/
f3dvqa-b.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
name: FasterVQA
num_epochs: 30
l_num_epochs: 0
warmup_epochs: 2.5
ema: true
save_model: true
batch_size: 16
num_workers: 6
wandb:
project_name: VQA_New_Exp
data:
train:
type: FusionDataset
args:
phase: train
anno_file: ./examplar_data_labels/train_labels.txt
data_prefix: ../datasets/LSVQ
sample_types:
fragments:
fragments_h: 7
fragments_w: 7
fsize_h: 32
fsize_w: 32
aligned: 8
clip_len: 32
frame_interval: 2
t_frag: 8
num_clips: 1
val-livevqc:
type: FusionDataset
args:
phase: test
anno_file: ./examplar_data_labels/LIVE_VQC/labels.txt
data_prefix: ../datasets/LIVE_VQC/
sample_types:
#resize:
# size_h: 224
# size_w: 224
fragments:
fragments_h: 7 #7
fragments_w: 7 #7
fsize_h: 32
fsize_w: 32
aligned: 8
clip_len: 32 #32
frame_interval: 2
t_frag: 8 #8
num_clips: 1
val-l1080p:
type: FusionDataset
args:
phase: test
anno_file: ./examplar_data_labels/LSVQ/labels_1080p.txt
data_prefix: ../datasets/LSVQ/
sample_types:
#resize:
# size_h: 224
# size_w: 224
fragments:
fragments_h: 7 #7
fragments_w: 7 #7
fsize_h: 32
fsize_w: 32
aligned: 8
clip_len: 32 #32
frame_interval: 2
t_frag: 8 #8
num_clips: 1
val-kv1k:
type: FusionDataset
args:
phase: test
anno_file: ./examplar_data_labels/KoNViD/labels.txt
data_prefix: ../datasets/KoNViD/
sample_types:
#resize:
# size_h: 224
# size_w: 224
fragments:
fragments_h: 7 #7
fragments_w: 7 #7
fsize_h: 32
fsize_w: 32
aligned: 8
clip_len: 32 #32
frame_interval: 2
t_frag: 8 #8
num_clips: 1
val-ltest:
type: FusionDataset
args:
phase: test
anno_file: ./examplar_data_labels/LSVQ/labels_test.txt
data_prefix: ../datasets/LSVQ/
sample_types:
#resize:
# size_h: 224
# size_w: 224
fragments:
fragments_h: 7 #7
fragments_w: 7 #7
fsize_h: 32
fsize_w: 32
aligned: 8
clip_len: 32 #32
frame_interval: 2
t_frag: 8 #8
num_clips: 1
model:
type: DiViDeAddEvaluator
args:
backbone:
fragments:
checkpoint: false
pretrained:
backbone_size: swin_tiny_grpb
backbone_preserve_keys: fragments
divide_head: false
vqa_head:
in_channels: 768
hidden_channels: 64
optimizer:
lr: !!float 1e-3
backbone_lr_mult: !!float 1e-1
wd: 0.05
load_path: ../pretrained/swin_tiny_patch244_window877_kinetics400_1k.pth
test_load_path: ./pretrained_weights/FAST_VQA_3D_1*1.pth