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- .gitattributes +54 -0
- cifar10lt_coral/cfg_0.6_labels_ema_prd_from_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral/cfg_0.6_labels_ema_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral/cfg_0.6_samples_ema_prd_from_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral/cfg_0.6_samples_ema_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral/ckpt_0.pt +3 -0
- cifar10lt_coral/ckpt_100000.pt +3 -0
- cifar10lt_coral/ckpt_150000.pt +3 -0
- cifar10lt_coral/ckpt_50000.pt +3 -0
- cifar10lt_coral/events.out.tfevents.1778446126.qgpu3018 +3 -0
- cifar10lt_coral/events.out.tfevents.1778496682.qgpu2012 +3 -0
- cifar10lt_coral/flagfile.txt +79 -0
- cifar10lt_coral/latent_vis/bottleneck_encodings_step_150000.pt +3 -0
- cifar10lt_coral/latent_vis/projection_encodings_step_150000.pt +3 -0
- cifar10lt_coral/latent_vis/tsne_bottleneck_step_150000.png +3 -0
- cifar10lt_coral/latent_vis/tsne_projection_step_150000.png +3 -0
- cifar10lt_coral/latent_vis/umap_bottleneck_step_150000.png +3 -0
- cifar10lt_coral/latent_vis/umap_projection_step_150000.png +3 -0
- cifar10lt_coral/res_ema_prd_from_saved_N50000_STEP150000.txt +4 -0
- cifar10lt_coral/res_ema_saved_N50000_STEP150000.txt +4 -0
- cifar10lt_coral/sample/10000.png +0 -0
- cifar10lt_coral/sample/100000.png +3 -0
- cifar10lt_coral/sample/110000.png +3 -0
- cifar10lt_coral/sample/120000.png +3 -0
- cifar10lt_coral/sample/130000.png +3 -0
- cifar10lt_coral/sample/140000.png +3 -0
- cifar10lt_coral/sample/150000.png +3 -0
- cifar10lt_coral/sample/20000.png +3 -0
- cifar10lt_coral/sample/30000.png +3 -0
- cifar10lt_coral/sample/40000.png +3 -0
- cifar10lt_coral/sample/50000.png +3 -0
- cifar10lt_coral/sample/60000.png +3 -0
- cifar10lt_coral/sample/70000.png +3 -0
- cifar10lt_coral/sample/80000.png +3 -0
- cifar10lt_coral/sample/90000.png +3 -0
- cifar10lt_coral/visual_ema_cfg_0.6_prd_from_saved_N50000_STEP150000.png +3 -0
- cifar10lt_coral/visual_ema_cfg_0.6_saved_N50000_STEP150000.png +3 -0
- cifar10lt_coral_OG/cfg_0.6_labels_ema_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral_OG/cfg_0.6_samples_ema_saved_N50000_STEP150000.npy +3 -0
- cifar10lt_coral_OG/ckpt_0.pt +3 -0
- cifar10lt_coral_OG/ckpt_100000.pt +3 -0
- cifar10lt_coral_OG/ckpt_150000.pt +3 -0
- cifar10lt_coral_OG/ckpt_50000.pt +3 -0
- cifar10lt_coral_OG/events.out.tfevents.1778446126.qgpu3018 +3 -0
- cifar10lt_coral_OG/flagfile.txt +79 -0
- cifar10lt_coral_OG/res_ema_saved_N50000_STEP150000.txt +4 -0
- cifar10lt_coral_OG/sample/10000.png +0 -0
- cifar10lt_coral_OG/sample/100000.png +3 -0
- cifar10lt_coral_OG/sample/110000.png +3 -0
- cifar10lt_coral_OG/sample/120000.png +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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cifar10lt_coral/latent_vis/tsne_bottleneck_step_150000.png filter=lfs diff=lfs merge=lfs -text
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cifar10lt_coral/flagfile.txt
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--nohelp
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--nohelpfull
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--nohelpshort
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--nohelpxml
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--noonly_check_args
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--nopdb
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--nopdb_post_mortem
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--norun_with_pdb
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--norun_with_profiling
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--use_cprofile_for_profiling
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--noalsologtostderr
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--log_dir=
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--logger_levels=
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--nologtostderr
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--showprefixforinfo
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--stderrthreshold=fatal
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--verbosity=0
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--T=1000
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--amp
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--attn=1
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--noaugm
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--batch_size=128
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--beta_1=0.0001
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--beta_T=0.02
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--nocb
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--cfg
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--ch=128
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--ch_mult=1
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--ch_mult=2
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--ch_mult=2
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--ch_mult=2
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--ckpt_step=0
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--conditional
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--nocotrain
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--data_type=cifar10lt
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--download
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--dropout=0.1
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--ema_decay=0.9999
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--noeval
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--eval_step=0
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--fid_cache=./stats/cifar10.train.npz
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--nofid_use_torch
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--nofinetune
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--finetuned_logdir=
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--grad_clip=1.0
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--imb_factor=0.01
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--img_size=32
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--noimprove
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--noimproved_prd
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--logdir=/gpfs/projects/p32222/aTester/coral-lt/logs/cifar10lt_coral
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| 51 |
+
--nologit
|
| 52 |
+
--lr=0.0002
|
| 53 |
+
--num_class=10
|
| 54 |
+
--num_images=50000
|
| 55 |
+
--num_res_blocks=2
|
| 56 |
+
--num_workers=8
|
| 57 |
+
--omega=0.0
|
| 58 |
+
--noparallel
|
| 59 |
+
--noprd
|
| 60 |
+
--private_num_images=0
|
| 61 |
+
--root=/gpfs/projects/p32222/aTester/coral-lt/data
|
| 62 |
+
--sample_method=cfg
|
| 63 |
+
--sample_name=saved
|
| 64 |
+
--sample_size=64
|
| 65 |
+
--sample_step=10000
|
| 66 |
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|
| 67 |
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--save_step=50000
|
| 68 |
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--supcon
|
| 69 |
+
--supcon_temp=0.12
|
| 70 |
+
--supcon_weight=0.01
|
| 71 |
+
--tau=1.0
|
| 72 |
+
--temperature_scaling=0.8
|
| 73 |
+
--total_steps=150001
|
| 74 |
+
--train
|
| 75 |
+
--var_type=fixedlarge
|
| 76 |
+
--novisualize_bottleneck
|
| 77 |
+
--novisualize_projection
|
| 78 |
+
--warmup=5000
|
| 79 |
+
--noweight
|
cifar10lt_coral/latent_vis/bottleneck_encodings_step_150000.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
cifar10lt_coral/latent_vis/projection_encodings_step_150000.pt
ADDED
|
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cifar10lt_coral/latent_vis/tsne_bottleneck_step_150000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/latent_vis/tsne_projection_step_150000.png
ADDED
|
Git LFS Details
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cifar10lt_coral/latent_vis/umap_bottleneck_step_150000.png
ADDED
|
Git LFS Details
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cifar10lt_coral/latent_vis/umap_projection_step_150000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/res_ema_prd_from_saved_N50000_STEP150000.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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Settings: NUM:50000 EPOCH:150000, OMEGA:0.6, METHOD:cfg
|
| 2 |
+
Model(EMA): IS:9.59956(0.08081), FID:6.50485
|
| 3 |
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Improved PRD:0.80026, RECALL:0.54316
|
| 4 |
+
PRD PRECISION:0.95295, RECALL:0.96988
|
cifar10lt_coral/res_ema_saved_N50000_STEP150000.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Settings: NUM:50000 EPOCH:150000, OMEGA:0.6, METHOD:cfg
|
| 2 |
+
Model(EMA): IS:9.59956(0.08081), FID:6.50485
|
| 3 |
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Improved PRD:0.00000, RECALL:0.00000
|
| 4 |
+
PRD PRECISION:0.00000, RECALL:0.00000
|
cifar10lt_coral/sample/10000.png
ADDED
|
cifar10lt_coral/sample/100000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/110000.png
ADDED
|
Git LFS Details
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|
Git LFS Details
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|
Git LFS Details
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ADDED
|
Git LFS Details
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cifar10lt_coral/sample/150000.png
ADDED
|
Git LFS Details
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cifar10lt_coral/sample/20000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/30000.png
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|
Git LFS Details
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cifar10lt_coral/sample/40000.png
ADDED
|
Git LFS Details
|
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ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/60000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/70000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/80000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/sample/90000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/visual_ema_cfg_0.6_prd_from_saved_N50000_STEP150000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral/visual_ema_cfg_0.6_saved_N50000_STEP150000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral_OG/cfg_0.6_labels_ema_saved_N50000_STEP150000.npy
ADDED
|
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 400128
|
cifar10lt_coral_OG/cfg_0.6_samples_ema_saved_N50000_STEP150000.npy
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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| 3 |
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size 614400128
|
cifar10lt_coral_OG/ckpt_0.pt
ADDED
|
@@ -0,0 +1,3 @@
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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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|
| 3 |
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size 575145226
|
cifar10lt_coral_OG/ckpt_100000.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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|
| 3 |
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size 575159124
|
cifar10lt_coral_OG/ckpt_150000.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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|
| 3 |
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size 575159124
|
cifar10lt_coral_OG/ckpt_50000.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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| 3 |
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size 575157458
|
cifar10lt_coral_OG/events.out.tfevents.1778446126.qgpu3018
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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|
| 3 |
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size 23579293
|
cifar10lt_coral_OG/flagfile.txt
ADDED
|
@@ -0,0 +1,79 @@
|
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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 |
+
--nohelp
|
| 2 |
+
--nohelpfull
|
| 3 |
+
--nohelpshort
|
| 4 |
+
--nohelpxml
|
| 5 |
+
--noonly_check_args
|
| 6 |
+
--nopdb
|
| 7 |
+
--nopdb_post_mortem
|
| 8 |
+
--norun_with_pdb
|
| 9 |
+
--norun_with_profiling
|
| 10 |
+
--use_cprofile_for_profiling
|
| 11 |
+
--noalsologtostderr
|
| 12 |
+
--log_dir=
|
| 13 |
+
--logger_levels=
|
| 14 |
+
--nologtostderr
|
| 15 |
+
--showprefixforinfo
|
| 16 |
+
--stderrthreshold=fatal
|
| 17 |
+
--verbosity=0
|
| 18 |
+
--T=1000
|
| 19 |
+
--amp
|
| 20 |
+
--attn=1
|
| 21 |
+
--noaugm
|
| 22 |
+
--batch_size=128
|
| 23 |
+
--beta_1=0.0001
|
| 24 |
+
--beta_T=0.02
|
| 25 |
+
--nocb
|
| 26 |
+
--cfg
|
| 27 |
+
--ch=128
|
| 28 |
+
--ch_mult=1
|
| 29 |
+
--ch_mult=2
|
| 30 |
+
--ch_mult=2
|
| 31 |
+
--ch_mult=2
|
| 32 |
+
--ckpt_step=0
|
| 33 |
+
--conditional
|
| 34 |
+
--nocotrain
|
| 35 |
+
--data_type=cifar10lt
|
| 36 |
+
--download
|
| 37 |
+
--dropout=0.1
|
| 38 |
+
--ema_decay=0.9999
|
| 39 |
+
--noeval
|
| 40 |
+
--eval_step=0
|
| 41 |
+
--fid_cache=./stats/cifar10.train.npz
|
| 42 |
+
--nofid_use_torch
|
| 43 |
+
--nofinetune
|
| 44 |
+
--finetuned_logdir=
|
| 45 |
+
--grad_clip=1.0
|
| 46 |
+
--imb_factor=0.01
|
| 47 |
+
--img_size=32
|
| 48 |
+
--noimprove
|
| 49 |
+
--noimproved_prd
|
| 50 |
+
--logdir=./logs/cifar10lt_coral
|
| 51 |
+
--nologit
|
| 52 |
+
--lr=0.0002
|
| 53 |
+
--num_class=10
|
| 54 |
+
--num_images=50000
|
| 55 |
+
--num_res_blocks=2
|
| 56 |
+
--num_workers=8
|
| 57 |
+
--omega=0.0
|
| 58 |
+
--noparallel
|
| 59 |
+
--noprd
|
| 60 |
+
--private_num_images=0
|
| 61 |
+
--root=./data
|
| 62 |
+
--sample_method=cfg
|
| 63 |
+
--sample_name=saved
|
| 64 |
+
--sample_size=64
|
| 65 |
+
--sample_step=10000
|
| 66 |
+
--nosampled
|
| 67 |
+
--save_step=50000
|
| 68 |
+
--supcon
|
| 69 |
+
--supcon_temp=0.12
|
| 70 |
+
--supcon_weight=0.01
|
| 71 |
+
--tau=1.0
|
| 72 |
+
--temperature_scaling=0.8
|
| 73 |
+
--total_steps=150001
|
| 74 |
+
--train
|
| 75 |
+
--var_type=fixedlarge
|
| 76 |
+
--novisualize_bottleneck
|
| 77 |
+
--novisualize_projection
|
| 78 |
+
--warmup=5000
|
| 79 |
+
--noweight
|
cifar10lt_coral_OG/res_ema_saved_N50000_STEP150000.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Settings: NUM:50000 EPOCH:150000, OMEGA:0.6, METHOD:cfg
|
| 2 |
+
Model(EMA): IS:9.59956(0.08081), FID:6.50485
|
| 3 |
+
Improved PRD:0.00000, RECALL:0.00000
|
| 4 |
+
PRD PRECISION:0.00000, RECALL:0.00000
|
cifar10lt_coral_OG/sample/10000.png
ADDED
|
cifar10lt_coral_OG/sample/100000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral_OG/sample/110000.png
ADDED
|
Git LFS Details
|
cifar10lt_coral_OG/sample/120000.png
ADDED
|
Git LFS Details
|