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Commit
6c0fc8b
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1 Parent(s): a04babc

Add the rest of models

Browse files
VFI/gimm-vfi/flowformer_sintel_fp32.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:09beaae9b20b924881da175993d0e59535e88beec87363c3a1164184bb914310
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+ size 64932100
VFI/gimm-vfi/gimm.yaml ADDED
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+ trainer: stage_inr
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+ dataset:
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+ type: fast_vimeo_flow
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+ path: ./data/vimeo90k/vimeo_triplet
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+ add_objects: false
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+ expansion: false
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+ random_t: false
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+ aug: true
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+ t_scale: 10
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+ pair: false
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+
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+ arch: # needs to add encoder, modulation type
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+ type: gimm
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+ ema: null
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+
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+ modulated_layer_idxs: [1]
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+
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+ coord_range: [-1., 1.]
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+
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+ hyponet:
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+ type: mlp
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+ n_layer: 5 # including the output layer
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+ hidden_dim: [128] # list, assert len(hidden_dim) in [1, n_layers-1]
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+ use_bias: true
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+ input_dim: 3
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+ output_dim: 2
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+ output_bias: 0.5
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+ activation:
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+ type: siren
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+ siren_w0: 1.0
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+ initialization:
32
+ weight_init_type: siren
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+ bias_init_type: siren
34
+
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+ loss:
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+ type: mse #now unnecessary
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+
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+ optimizer:
39
+ type: adam
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+ init_lr: 0.0001
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+ weight_decay: 0.0
42
+ betas: [0.9, 0.999] #[0.9, 0.95]
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+ ft: false
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+ warmup:
45
+ epoch: 0
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+ multiplier: 1
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+ buffer_epoch: 0
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+ min_lr: 0.0001
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+ mode: fix
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+ start_from_zero: True
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+ max_gn: null
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+
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+ experiment:
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+ amp: True
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+ batch_size: 32
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+ total_batch_size: 64
57
+ epochs: 400
58
+ save_ckpt_freq: 20
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+ test_freq: 10
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+ test_imlog_freq: 10
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+
VFI/gimm-vfi/gimmvfi_f_arb.yaml ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ trainer: stage_inr
2
+ dataset:
3
+ type: vimeo_arb
4
+ path: ./data/vimeo90k/vimeo_septuplet
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+ aug: true
6
+
7
+ arch:
8
+ type: gimmvfi_f
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+ ema: true
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+ modulated_layer_idxs: [1]
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+
12
+ coord_range: [-1., 1.]
13
+
14
+ hyponet:
15
+ type: mlp
16
+ n_layer: 5 # including the output layer
17
+ hidden_dim: [128] # list, assert len(hidden_dim) in [1, n_layers-1]
18
+ use_bias: true
19
+ input_dim: 3
20
+ output_dim: 2
21
+ output_bias: 0.5
22
+ activation:
23
+ type: siren
24
+ siren_w0: 1.0
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+ initialization:
26
+ weight_init_type: siren
27
+ bias_init_type: siren
28
+
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+ loss:
30
+ subsample:
31
+ type: random
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+ ratio: 0.1
33
+
34
+ optimizer:
35
+ type: adamw
36
+ init_lr: 0.00008
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+ weight_decay: 0.00004
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+ betas: [0.9, 0.999]
39
+ ft: true
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+ warmup:
41
+ epoch: 1
42
+ multiplier: 1
43
+ buffer_epoch: 0
44
+ min_lr: 0.000008
45
+ mode: fix
46
+ start_from_zero: True
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+ max_gn: null
48
+
49
+ experiment:
50
+ amp: True
51
+ batch_size: 4
52
+ total_batch_size: 32
53
+ epochs: 60
54
+ save_ckpt_freq: 10
55
+ test_freq: 10
56
+ test_imlog_freq: 10
57
+
VFI/gimm-vfi/gimmvfi_f_arb_lpips_fp32.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d4da52e7eb636987e0b11c7697bcd35ac4d2172d0227df425e23c1db740fce52
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+ size 122632368
VFI/gimm-vfi/gimmvfi_r_arb.yaml ADDED
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+ trainer: stage_inr
2
+ dataset:
3
+ type: vimeo_arb
4
+ path: ./data/vimeo90k/vimeo_septuplet
5
+ aug: true
6
+
7
+ arch:
8
+ type: gimmvfi_r
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+ ema: true
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+ modulated_layer_idxs: [1]
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+
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+ coord_range: [-1., 1.]
13
+
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+ hyponet:
15
+ type: mlp
16
+ n_layer: 5 # including the output layer
17
+ hidden_dim: [128] # list, assert len(hidden_dim) in [1, n_layers-1]
18
+ use_bias: true
19
+ input_dim: 3
20
+ output_dim: 2
21
+ output_bias: 0.5
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+ activation:
23
+ type: siren
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+ siren_w0: 1.0
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+ initialization:
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+ weight_init_type: siren
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+ bias_init_type: siren
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+
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+ loss:
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+ subsample:
31
+ type: random
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+ ratio: 0.1
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+
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+ optimizer:
35
+ type: adamw
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+ init_lr: 0.00008
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+ weight_decay: 0.00004
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+ betas: [0.9, 0.999]
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+ ft: true
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+ warmup:
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+ epoch: 1
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+ multiplier: 1
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+ buffer_epoch: 0
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+ min_lr: 0.000008
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+ mode: fix
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+ start_from_zero: True
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+ max_gn: null
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+
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+ experiment:
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+ amp: True
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+ batch_size: 4
52
+ total_batch_size: 32
53
+ epochs: 60
54
+ save_ckpt_freq: 10
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+ test_freq: 10
56
+ test_imlog_freq: 10
57
+
VFI/gimm-vfi/gimmvfi_r_arb_lpips_fp32.safetensors ADDED
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VFI/gimm-vfi/raft-things_fp32.safetensors ADDED
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+ size 21062368
face_restoration/CodeFormer/codeformer.pth ADDED
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