Upload baseline configs
Browse files
baseline/configs/4xDF2K_plksr_tiny.toml
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name = "4xDF2K_plksr_tiny"
|
| 2 |
+
model_type = "image"
|
| 3 |
+
scale = 4
|
| 4 |
+
manual_seed = 1024
|
| 5 |
+
|
| 6 |
+
[datasets.train]
|
| 7 |
+
type = "paired"
|
| 8 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
|
| 9 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
|
| 10 |
+
patch_size = 32
|
| 11 |
+
batch_size = 16
|
| 12 |
+
|
| 13 |
+
[datasets.val]
|
| 14 |
+
name = "val"
|
| 15 |
+
type = "paired"
|
| 16 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
| 17 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
|
| 18 |
+
[val]
|
| 19 |
+
val_freq = 10000
|
| 20 |
+
save_img = false
|
| 21 |
+
[val.metrics.psnr]
|
| 22 |
+
type = "calculate_psnr"
|
| 23 |
+
[val.metrics.ssim]
|
| 24 |
+
type = "calculate_ssim"
|
| 25 |
+
[val.metrics.dists]
|
| 26 |
+
type = "calculate_dists"
|
| 27 |
+
better = "lower"
|
| 28 |
+
|
| 29 |
+
[path]
|
| 30 |
+
|
| 31 |
+
[network_g]
|
| 32 |
+
#type = "plksr"
|
| 33 |
+
type = "plksr_tiny"
|
| 34 |
+
|
| 35 |
+
[train]
|
| 36 |
+
ema = 0.999
|
| 37 |
+
|
| 38 |
+
[train.optim_g]
|
| 39 |
+
type = "adamw"
|
| 40 |
+
lr = 1e-4
|
| 41 |
+
betas = [ 0.9, 0.99 ]
|
| 42 |
+
weight_decay = 0
|
| 43 |
+
|
| 44 |
+
[train.scheduler]
|
| 45 |
+
type = "multisteplr"
|
| 46 |
+
milestones = [ 60000, 120000 ]
|
| 47 |
+
gamma = 0.5
|
| 48 |
+
|
| 49 |
+
[train.pixel_opt]
|
| 50 |
+
type = "L1Loss"
|
| 51 |
+
loss_weight = 1.0
|
| 52 |
+
reduction = "mean"
|
| 53 |
+
|
| 54 |
+
[logger]
|
| 55 |
+
total_iter = 1000000
|
| 56 |
+
save_checkpoint_freq = 10000
|
| 57 |
+
use_tb_logger = true
|
baseline/configs/4xDF2K_plksr_tiny_bf16.toml
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name = "4xDF2K_plksr_tiny_bf16"
|
| 2 |
+
model_type = "image"
|
| 3 |
+
scale = 4
|
| 4 |
+
use_amp = true
|
| 5 |
+
bfloat16 = true
|
| 6 |
+
manual_seed = 1024
|
| 7 |
+
|
| 8 |
+
[datasets.train]
|
| 9 |
+
type = "paired"
|
| 10 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
|
| 11 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
|
| 12 |
+
patch_size = 32
|
| 13 |
+
batch_size = 16
|
| 14 |
+
|
| 15 |
+
[datasets.val]
|
| 16 |
+
name = "val"
|
| 17 |
+
type = "paired"
|
| 18 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
| 19 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
|
| 20 |
+
[val]
|
| 21 |
+
val_freq = 10000
|
| 22 |
+
save_img = false
|
| 23 |
+
[val.metrics.psnr]
|
| 24 |
+
type = "calculate_psnr"
|
| 25 |
+
[val.metrics.ssim]
|
| 26 |
+
type = "calculate_ssim"
|
| 27 |
+
[val.metrics.dists]
|
| 28 |
+
type = "calculate_dists"
|
| 29 |
+
better = "lower"
|
| 30 |
+
|
| 31 |
+
[path]
|
| 32 |
+
|
| 33 |
+
[network_g]
|
| 34 |
+
#type = "plksr"
|
| 35 |
+
type = "plksr_tiny"
|
| 36 |
+
|
| 37 |
+
[train]
|
| 38 |
+
ema = 0.999
|
| 39 |
+
|
| 40 |
+
[train.optim_g]
|
| 41 |
+
type = "adamw"
|
| 42 |
+
lr = 1e-4
|
| 43 |
+
betas = [ 0.9, 0.99 ]
|
| 44 |
+
weight_decay = 0
|
| 45 |
+
|
| 46 |
+
[train.scheduler]
|
| 47 |
+
type = "multisteplr"
|
| 48 |
+
milestones = [ 60000, 120000 ]
|
| 49 |
+
gamma = 0.5
|
| 50 |
+
|
| 51 |
+
[train.pixel_opt]
|
| 52 |
+
type = "L1Loss"
|
| 53 |
+
loss_weight = 1.0
|
| 54 |
+
reduction = "mean"
|
| 55 |
+
|
| 56 |
+
[logger]
|
| 57 |
+
total_iter = 200000
|
| 58 |
+
save_checkpoint_freq = 10000
|
| 59 |
+
use_tb_logger = true
|
baseline/configs/4xDF2K_plksr_tiny_fp16.toml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name = "4xDF2K_plksr_tiny_fp16"
|
| 2 |
+
model_type = "image"
|
| 3 |
+
scale = 4
|
| 4 |
+
use_amp = true
|
| 5 |
+
manual_seed = 1024
|
| 6 |
+
|
| 7 |
+
[datasets.train]
|
| 8 |
+
type = "paired"
|
| 9 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
|
| 10 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
|
| 11 |
+
patch_size = 32
|
| 12 |
+
batch_size = 16
|
| 13 |
+
|
| 14 |
+
[datasets.val]
|
| 15 |
+
name = "val"
|
| 16 |
+
type = "paired"
|
| 17 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
| 18 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
|
| 19 |
+
[val]
|
| 20 |
+
val_freq = 10000
|
| 21 |
+
save_img = false
|
| 22 |
+
[val.metrics.psnr]
|
| 23 |
+
type = "calculate_psnr"
|
| 24 |
+
[val.metrics.ssim]
|
| 25 |
+
type = "calculate_ssim"
|
| 26 |
+
[val.metrics.dists]
|
| 27 |
+
type = "calculate_dists"
|
| 28 |
+
better = "lower"
|
| 29 |
+
|
| 30 |
+
[path]
|
| 31 |
+
|
| 32 |
+
[network_g]
|
| 33 |
+
#type = "plksr"
|
| 34 |
+
type = "plksr_tiny"
|
| 35 |
+
|
| 36 |
+
[train]
|
| 37 |
+
ema = 0.999
|
| 38 |
+
|
| 39 |
+
[train.optim_g]
|
| 40 |
+
type = "adamw"
|
| 41 |
+
lr = 1e-4
|
| 42 |
+
betas = [ 0.9, 0.99 ]
|
| 43 |
+
weight_decay = 0
|
| 44 |
+
|
| 45 |
+
[train.scheduler]
|
| 46 |
+
type = "multisteplr"
|
| 47 |
+
milestones = [ 60000, 120000 ]
|
| 48 |
+
gamma = 0.5
|
| 49 |
+
|
| 50 |
+
[train.pixel_opt]
|
| 51 |
+
type = "L1Loss"
|
| 52 |
+
loss_weight = 1.0
|
| 53 |
+
reduction = "mean"
|
| 54 |
+
|
| 55 |
+
[logger]
|
| 56 |
+
total_iter = 200000
|
| 57 |
+
save_checkpoint_freq = 10000
|
| 58 |
+
use_tb_logger = true
|