Release mini-Wan 40M and f4t4d8 codec
Browse files- latent_f4t4d8_stats.json +28 -0
- mini_wan_40m_10k.pt +3 -0
- mini_wan_40m_10k_eval_win64_n128.json +2344 -0
- mini_wan_40m_decode_10k.pt +3 -0
- mini_wan_f4t4d8_release.json +40 -0
- vae_f4t4d8_10k.pt +3 -0
- vae_f4t4d8_10k_codec_floor_win64_n128.json +97 -0
latent_f4t4d8_stats.json
ADDED
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@@ -0,0 +1,28 @@
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{
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"channels": 8,
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"mean": [
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0.4728064926616968,
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0.253224215791297,
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0.8443441166443078,
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-1.157613306456275,
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0.03358597843731022,
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0.6394486125262936,
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0.5051163805852871,
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-0.08217054168672425
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],
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"std": [
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0.31159355199510336,
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0.39531605812855236,
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0.685314486987186,
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0.6057140898225262,
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0.27991039660269335,
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0.32068461999693293,
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0.3639785196127743,
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0.36329357178525307
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],
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"spatial_compression": 4,
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"temporal_compression": 4,
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"posterior": "mean",
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"codec_file": "vae_f4t4d8_10k.pt",
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"codec_sha256": "9d0d609616bf66cb084d461bc83830d26ff23f08883a1308a4bd15da4b7abf47"
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}
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mini_wan_40m_10k.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:d65ca98ba680b66127dde7fa07ffb338576c870c9b3c55aff2ebf34eb1499822
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| 3 |
+
size 157791189
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mini_wan_40m_10k_eval_win64_n128.json
ADDED
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@@ -0,0 +1,2344 @@
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|
| 1 |
+
{
|
| 2 |
+
"protocol_version": 2,
|
| 3 |
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"step": 10000,
|
| 4 |
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"n": 128,
|
| 5 |
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"sampling_seeds": [
|
| 6 |
+
0,
|
| 7 |
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|
| 8 |
+
2
|
| 9 |
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],
|
| 10 |
+
"target_frames": 64,
|
| 11 |
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|
| 12 |
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"sample_steps": 50,
|
| 13 |
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"reference": {
|
| 14 |
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|
| 15 |
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"lie": 0.1055755615234375,
|
| 16 |
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"cpe": 0.04060696322390089,
|
| 17 |
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"mass_drift": 0.2037195401499048,
|
| 18 |
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|
| 19 |
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"centroid_accel": 0.4164305360766376,
|
| 20 |
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"motion_fraction": 0.5011160714285714,
|
| 21 |
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"angle_speed": 0.06731367286670897,
|
| 22 |
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"angle_jerk": 0.07355196170947456,
|
| 23 |
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"height_var": 0.04330166292960253,
|
| 24 |
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"ang_path_total": 29.648269792911012,
|
| 25 |
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"ang_path_arm_L": 4.1759645431595755,
|
| 26 |
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"ang_path_arm_R": 4.32560152827611,
|
| 27 |
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"ang_path_fore_L": 5.8378269017923685,
|
| 28 |
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"ang_path_fore_R": 5.587896977046626,
|
| 29 |
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"ang_path_leg_L": 2.322928898205894,
|
| 30 |
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"ang_path_leg_R": 2.34821882204365,
|
| 31 |
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"ang_path_shin_L": 2.38720982374182,
|
| 32 |
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"ang_path_shin_R": 2.6626222986449695,
|
| 33 |
+
"fvd_real_real": 114.73182828114182
|
| 34 |
+
},
|
| 35 |
+
"manifest": {
|
| 36 |
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"protocol_version": 1,
|
| 37 |
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"cache": "cache/mini_v02",
|
| 38 |
+
"split": [
|
| 39 |
+
"test",
|
| 40 |
+
"val"
|
| 41 |
+
],
|
| 42 |
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"frames": 64,
|
| 43 |
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"stride": 1,
|
| 44 |
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"seed": 20260825,
|
| 45 |
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"first_frames": 64,
|
| 46 |
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"statistical_unit": "source_motion",
|
| 47 |
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"reference_a": [
|
| 48 |
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{
|
| 49 |
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"motion_id": "transitions/a_person_gets_up_from_the_floor_s8",
|
| 50 |
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"clip_id": "transitions/a_person_gets_up_from_the_floor_s8/c2",
|
| 51 |
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"frame_offset": 0,
|
| 52 |
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"absolute_start": 442320,
|
| 53 |
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"frames": 64,
|
| 54 |
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"stride": 1
|
| 55 |
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},
|
| 56 |
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{
|
| 57 |
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"motion_id": "sport/a_person_does_arm_circles_s9",
|
| 58 |
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"clip_id": "sport/a_person_does_arm_circles_s9/c1",
|
| 59 |
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"frame_offset": 0,
|
| 60 |
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"absolute_start": 356160,
|
| 61 |
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"frames": 64,
|
| 62 |
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"stride": 1
|
| 63 |
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},
|
| 64 |
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{
|
| 65 |
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"motion_id": "idle/a_person_stands_and_taps_their_foot_s8",
|
| 66 |
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"clip_id": "idle/a_person_stands_and_taps_their_foot_s8/c0",
|
| 67 |
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"frame_offset": 0,
|
| 68 |
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|
| 69 |
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"frames": 64,
|
| 70 |
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"stride": 1
|
| 71 |
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},
|
| 72 |
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{
|
| 73 |
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"motion_id": "locomotion/a_person_walks_forward_s9",
|
| 74 |
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"clip_id": "locomotion/a_person_walks_forward_s9/c2",
|
| 75 |
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"frame_offset": 0,
|
| 76 |
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"absolute_start": 305880,
|
| 77 |
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"frames": 64,
|
| 78 |
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"stride": 1
|
| 79 |
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},
|
| 80 |
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{
|
| 81 |
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"motion_id": "dance/a_person_does_a_ballet_pirouette_s9",
|
| 82 |
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"clip_id": "dance/a_person_does_a_ballet_pirouette_s9/c2",
|
| 83 |
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"frame_offset": 0,
|
| 84 |
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"absolute_start": 17880,
|
| 85 |
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"frames": 64,
|
| 86 |
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"stride": 1
|
| 87 |
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},
|
| 88 |
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{
|
| 89 |
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"motion_id": "dance/a_person_headbangs_to_heavy_metal_s8",
|
| 90 |
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"clip_id": "dance/a_person_headbangs_to_heavy_metal_s8/c2",
|
| 91 |
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"frame_offset": 0,
|
| 92 |
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|
mini_wan_40m_decode_10k.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:26af702eea5fe38a271f4feb0669a9bae84a143dffebcf27dab88bad221719ba
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| 3 |
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size 157791253
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mini_wan_f4t4d8_release.json
ADDED
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@@ -0,0 +1,40 @@
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|
| 1 |
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{
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| 2 |
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"release": "mini-wan-f4t4d8",
|
| 3 |
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"paper_reference": {
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| 4 |
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"file": "mini_wan_40m_10k.pt",
|
| 5 |
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"step": 10000,
|
| 6 |
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"sha256": "d65ca98ba680b66127dde7fa07ffb338576c870c9b3c55aff2ebf34eb1499822",
|
| 7 |
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|
| 8 |
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|
| 9 |
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},
|
| 10 |
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"decode_loss_variant": {
|
| 11 |
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"file": "mini_wan_40m_decode_10k.pt",
|
| 12 |
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"step": 10000,
|
| 13 |
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"sha256": "26af702eea5fe38a271f4feb0669a9bae84a143dffebcf27dab88bad221719ba",
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| 14 |
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|
| 15 |
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},
|
| 16 |
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| 17 |
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"file": "vae_f4t4d8_10k.pt",
|
| 18 |
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|
| 19 |
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| 20 |
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|
| 21 |
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|
| 22 |
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"latent_channels": 8,
|
| 23 |
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"latent_stats": "latent_f4t4d8_stats.json",
|
| 24 |
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"codec_floor_evaluation": "vae_f4t4d8_10k_codec_floor_win64_n128.json"
|
| 25 |
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},
|
| 26 |
+
"model": {
|
| 27 |
+
"architecture": "diffusers.WanTransformer3DModel",
|
| 28 |
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"pretrained_wan_weights": false,
|
| 29 |
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"parameters_millions": 39.406496,
|
| 30 |
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"width": 384,
|
| 31 |
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"layers": 16,
|
| 32 |
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"attention_heads": 6,
|
| 33 |
+
"patch_size": [1, 2, 2],
|
| 34 |
+
"latent_grid": [16, 16, 16, 8],
|
| 35 |
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|
| 36 |
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"text_length": 32,
|
| 37 |
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"flow_steps": 50,
|
| 38 |
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"cfg": 3.0
|
| 39 |
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}
|
| 40 |
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}
|
vae_f4t4d8_10k.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d0d609616bf66cb084d461bc83830d26ff23f08883a1308a4bd15da4b7abf47
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| 3 |
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size 115806359
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vae_f4t4d8_10k_codec_floor_win64_n128.json
ADDED
|
@@ -0,0 +1,97 @@
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|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
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|
|
|
|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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"n": 128,
|
| 4 |
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"frames": 64,
|
| 5 |
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"stride": 1,
|
| 6 |
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"note": "reference_b encoded+decoded by the frozen codec, FVD vs reference_a (same convention as corruptions)",
|
| 7 |
+
"codec_ckpt": "results/vae_f4t4d8_aug_10k/ckpt_010000.pt",
|
| 8 |
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"codec_ckpt_sha256": "9d0d609616bf66cb084d461bc83830d26ff23f08883a1308a4bd15da4b7abf47",
|
| 9 |
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"codec_step": 10000,
|
| 10 |
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"codec_config": {
|
| 11 |
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"temporal_compression": 4,
|
| 12 |
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"spatial_compression": 4,
|
| 13 |
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"latent_channels": 8
|
| 14 |
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},
|
| 15 |
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"baselines": {
|
| 16 |
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"codec_recon": {
|
| 17 |
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"tvr": {
|
| 18 |
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|
| 19 |
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"ci95": [
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| 20 |
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|
| 21 |
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| 22 |
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]
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| 23 |
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},
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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|
| 28 |
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| 29 |
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]
|
| 30 |
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},
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| 31 |
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|
| 32 |
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|
| 33 |
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| 34 |
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|
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|
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|
| 44 |
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| 48 |
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|
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