restructure
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- df2k/dataset/DF2K/DF2K_HR.zip +3 -0
- df2k/dataset/DF2K/DF2K_LR.zip +3 -0
- df2k/dataset/scores/DF2K_HR_blockiness_score.txt +0 -0
- df2k/dataset/scores/DF2K_HR_hyperiqa_score.txt +0 -0
- df2k/dataset/scores/DF2K_HR_ic9600_score.txt +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/4xDF2K_plksr_tiny.toml +57 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/models/net_g_500000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/train_4xDF2K_plksr_tiny_20240926_193309.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/training_states/500000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/4xDF2K_plksr_tiny_bf16.toml +59 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/models/net_g_200000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/train_4xDF2K_plksr_tiny_bf16_20241001_035536.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/training_states/200000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/4xDF2K_plksr_tiny_fp16.toml +58 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/models/net_g_100000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/models/net_g_200000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/train_4xDF2K_plksr_tiny_fp16_20241001_002907.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/training_states/100000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/training_states/200000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/4xDF2K_plksr_tiny_fp16_full.toml +58 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/models/net_g_500000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/train_4xDF2K_plksr_tiny_fp16_full_20241009_171731.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/training_states/500000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/4xDF2K_plksr_tiny_fp16_multiscaled.toml +58 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/models/net_g_200000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/train_4xDF2K_plksr_tiny_fp16_mutliscaled_20241002_000753.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/training_states/200000.state +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/4xDF2K_plksr_tiny_fp16_patch64.toml +58 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/models/net_g_200000.pth +3 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/train_4xDF2K_plksr_tiny_fp16_patch64_20241002_033408.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/train_4xDF2K_plksr_tiny_fp16_patch64_20241002_082607.log +0 -0
- df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/training_states/200000.state +3 -0
- df2k/models/baseline/configs/4xDF2K_plksr_tiny.toml +57 -0
- df2k/models/baseline/configs/4xDF2K_plksr_tiny_bf16.toml +59 -0
- df2k/models/baseline/configs/4xDF2K_plksr_tiny_fp16.toml +58 -0
- df2k/models/curated/models_500k/4xDF2K_curated_plksr_tiny_fp16_full_net_g_500000.pth +3 -0
- df2k/models/curated/models_500k/4xDF2K_plksr_tiny_fp16_full_net_g_500000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/4xDF2K_curated_plksr_tiny_fp16_full.toml +62 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_10000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_100000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_110000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_120000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_130000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_140000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_150000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_160000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_170000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_180000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_190000.pth +3 -0
- df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_20000.pth +3 -0
df2k/dataset/DF2K/DF2K_HR.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:616a6395c7565b42cc3cd9a6f80e100f49b4f3b314ab7fd004576a171671e3ea
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size 8849389127
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df2k/dataset/DF2K/DF2K_LR.zip
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version https://git-lfs.github.com/spec/v1
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size 755456013
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df2k/dataset/scores/DF2K_HR_blockiness_score.txt
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df2k/dataset/scores/DF2K_HR_hyperiqa_score.txt
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df2k/dataset/scores/DF2K_HR_ic9600_score.txt
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/4xDF2K_plksr_tiny.toml
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name = "4xDF2K_plksr_tiny"
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model_type = "image"
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scale = 4
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manual_seed = 1024
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[datasets.train]
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type = "paired"
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dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
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dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
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patch_size = 32
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batch_size = 16
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[datasets.val]
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name = "val"
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type = "paired"
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dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
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dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
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[val]
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val_freq = 10000
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save_img = false
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[val.metrics.psnr]
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type = "calculate_psnr"
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[val.metrics.ssim]
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type = "calculate_ssim"
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[val.metrics.dists]
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type = "calculate_dists"
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better = "lower"
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[path]
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[network_g]
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#type = "plksr"
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type = "plksr_tiny"
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[train]
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ema = 0.999
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[train.optim_g]
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type = "adamw"
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lr = 1e-4
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betas = [ 0.9, 0.99 ]
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weight_decay = 0
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[train.scheduler]
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type = "multisteplr"
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milestones = [ 60000, 120000 ]
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gamma = 0.5
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[train.pixel_opt]
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type = "L1Loss"
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loss_weight = 1.0
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reduction = "mean"
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[logger]
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total_iter = 500000
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save_checkpoint_freq = 10000
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use_tb_logger = true
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/models/net_g_500000.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccfef467d9603724f3bcbf938ad01d7560ef162421aeaa9dfea183c9b7a1a676
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/train_4xDF2K_plksr_tiny_20240926_193309.log
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny/training_states/500000.state
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version https://git-lfs.github.com/spec/v1
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oid sha256:de125d6476b28e0f8f500d3f8d6dd38d8399d8836c92bfa3f8673e0172f9a671
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size 19045418
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/4xDF2K_plksr_tiny_bf16.toml
ADDED
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name = "4xDF2K_plksr_tiny_bf16"
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model_type = "image"
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scale = 4
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use_amp = true
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bfloat16 = true
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manual_seed = 1024
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[datasets.train]
|
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type = "paired"
|
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dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
|
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dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
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patch_size = 32
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batch_size = 16
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[datasets.val]
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name = "val"
|
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type = "paired"
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dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
19 |
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dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
|
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[val]
|
21 |
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val_freq = 10000
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22 |
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save_img = false
|
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[val.metrics.psnr]
|
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type = "calculate_psnr"
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25 |
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[val.metrics.ssim]
|
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type = "calculate_ssim"
|
27 |
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[val.metrics.dists]
|
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type = "calculate_dists"
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29 |
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better = "lower"
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30 |
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[path]
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32 |
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|
33 |
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[network_g]
|
34 |
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#type = "plksr"
|
35 |
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type = "plksr_tiny"
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[train]
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ema = 0.999
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[train.optim_g]
|
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type = "adamw"
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lr = 1e-4
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betas = [ 0.9, 0.99 ]
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weight_decay = 0
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[train.scheduler]
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type = "multisteplr"
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milestones = [ 60000, 120000 ]
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gamma = 0.5
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50 |
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[train.pixel_opt]
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52 |
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type = "L1Loss"
|
53 |
+
loss_weight = 1.0
|
54 |
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reduction = "mean"
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55 |
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[logger]
|
57 |
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total_iter = 200000
|
58 |
+
save_checkpoint_freq = 10000
|
59 |
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use_tb_logger = true
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/models/net_g_200000.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:df446e3520a58cb039fd7c107e991cc2faf1f4ef6e05bc0e2fb3e4231cb320ad
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/train_4xDF2K_plksr_tiny_bf16_20241001_035536.log
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_bf16/training_states/200000.state
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version https://git-lfs.github.com/spec/v1
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size 19045418
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/4xDF2K_plksr_tiny_fp16.toml
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name = "4xDF2K_plksr_tiny_fp16"
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model_type = "image"
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scale = 4
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4 |
+
use_amp = true
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5 |
+
manual_seed = 1024
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6 |
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|
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[datasets.train]
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type = "paired"
|
9 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_HR_tiled/'
|
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+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_LR_tiled/'
|
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patch_size = 32
|
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batch_size = 16
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|
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[datasets.val]
|
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name = "val"
|
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type = "paired"
|
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dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
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+
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 |
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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 |
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[train.optim_g]
|
40 |
+
type = "adamw"
|
41 |
+
lr = 1e-4
|
42 |
+
betas = [ 0.9, 0.99 ]
|
43 |
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weight_decay = 0
|
44 |
+
|
45 |
+
[train.scheduler]
|
46 |
+
type = "multisteplr"
|
47 |
+
milestones = [ 60000, 120000 ]
|
48 |
+
gamma = 0.5
|
49 |
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|
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
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/models/net_g_100000.pth
ADDED
@@ -0,0 +1,3 @@
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/models/net_g_200000.pth
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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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/train_4xDF2K_plksr_tiny_fp16_20241001_002907.log
ADDED
The diff for this file is too large to render.
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|
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/training_states/100000.state
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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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16/training_states/200000.state
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@@ -0,0 +1,3 @@
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/4xDF2K_plksr_tiny_fp16_full.toml
ADDED
@@ -0,0 +1,58 @@
|
|
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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 |
+
name = "4xDF2K_plksr_tiny_fp16_full"
|
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 = 500000
|
57 |
+
save_checkpoint_freq = 10000
|
58 |
+
use_tb_logger = true
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/models/net_g_500000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/train_4xDF2K_plksr_tiny_fp16_full_20241009_171731.log
ADDED
The diff for this file is too large to render.
See raw diff
|
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_full/training_states/500000.state
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 19045418
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/4xDF2K_plksr_tiny_fp16_multiscaled.toml
ADDED
@@ -0,0 +1,58 @@
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
1 |
+
name = "4xDF2K_plksr_tiny_fp16_mutliscaled"
|
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_multiscaled_tiled_merged_HR/'
|
10 |
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dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_multiscaled_tiled_merged_LR/'
|
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
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/models/net_g_200000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
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|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/train_4xDF2K_plksr_tiny_fp16_mutliscaled_20241002_000753.log
ADDED
The diff for this file is too large to render.
See raw diff
|
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_mutliscaled/training_states/200000.state
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 19045418
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/4xDF2K_plksr_tiny_fp16_patch64.toml
ADDED
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
name = "4xDF2K_plksr_tiny_fp16_patch64"
|
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 = 64
|
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
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/models/net_g_200000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 9513138
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df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/train_4xDF2K_plksr_tiny_fp16_patch64_20241002_033408.log
ADDED
The diff for this file is too large to render.
See raw diff
|
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/train_4xDF2K_plksr_tiny_fp16_patch64_20241002_082607.log
ADDED
The diff for this file is too large to render.
See raw diff
|
|
df2k/models/baseline/DF2K/4xDF2K_plksr_tiny_fp16_patch64/training_states/200000.state
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
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|
3 |
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size 19045418
|
df2k/models/baseline/configs/4xDF2K_plksr_tiny.toml
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
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
|
df2k/models/baseline/configs/4xDF2K_plksr_tiny_bf16.toml
ADDED
@@ -0,0 +1,59 @@
|
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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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|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
df2k/models/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
|
df2k/models/curated/models_500k/4xDF2K_curated_plksr_tiny_fp16_full_net_g_500000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:374be0924bdc9e11c44555fa68b419d821c49621e4c1f7c904f36a9520343a85
|
3 |
+
size 9513138
|
df2k/models/curated/models_500k/4xDF2K_plksr_tiny_fp16_full_net_g_500000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3b3147f206c25a52fd922ad8cfc85be8da3cc760ad5ac135e70444cb701b0683
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/4xDF2K_curated_plksr_tiny_fp16_full.toml
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# GENERATE TIME: Wed Oct 9 09:06:08 2024
|
2 |
+
# CMD:
|
3 |
+
# train.py -opt options/plksr_tiny/merged/full_merged/4xDF2K_curated_plksr_tiny_fp16_full.toml
|
4 |
+
|
5 |
+
name = "4xDF2K_curated_plksr_tiny_fp16_full"
|
6 |
+
model_type = "image"
|
7 |
+
scale = 4
|
8 |
+
use_amp = true
|
9 |
+
manual_seed = 1024
|
10 |
+
|
11 |
+
[datasets.train]
|
12 |
+
type = "paired"
|
13 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_block_30_hyperiqa_02_ic9600_05_HR/'
|
14 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/DF2K_block_30_hyperiqa_02_ic9600_05_LR/'
|
15 |
+
patch_size = 32
|
16 |
+
batch_size = 16
|
17 |
+
|
18 |
+
[datasets.val]
|
19 |
+
name = "val"
|
20 |
+
type = "paired"
|
21 |
+
dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
|
22 |
+
dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
|
23 |
+
[val]
|
24 |
+
val_freq = 10000
|
25 |
+
save_img = false
|
26 |
+
[val.metrics.psnr]
|
27 |
+
type = "calculate_psnr"
|
28 |
+
[val.metrics.ssim]
|
29 |
+
type = "calculate_ssim"
|
30 |
+
[val.metrics.dists]
|
31 |
+
type = "calculate_dists"
|
32 |
+
better = "lower"
|
33 |
+
|
34 |
+
[path]
|
35 |
+
|
36 |
+
[network_g]
|
37 |
+
#type = "plksr"
|
38 |
+
type = "plksr_tiny"
|
39 |
+
|
40 |
+
[train]
|
41 |
+
ema = 0.999
|
42 |
+
|
43 |
+
[train.optim_g]
|
44 |
+
type = "adamw"
|
45 |
+
lr = 1e-4
|
46 |
+
betas = [ 0.9, 0.99 ]
|
47 |
+
weight_decay = 0
|
48 |
+
|
49 |
+
[train.scheduler]
|
50 |
+
type = "multisteplr"
|
51 |
+
milestones = [ 60000, 120000 ]
|
52 |
+
gamma = 0.5
|
53 |
+
|
54 |
+
[train.pixel_opt]
|
55 |
+
type = "L1Loss"
|
56 |
+
loss_weight = 1.0
|
57 |
+
reduction = "mean"
|
58 |
+
|
59 |
+
[logger]
|
60 |
+
total_iter = 520000
|
61 |
+
save_checkpoint_freq = 10000
|
62 |
+
use_tb_logger = true
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_10000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:57474547f58711693906c7b1fa07826ad7305a8bdd1996b747d5f7a29dc2145c
|
3 |
+
size 9513034
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_100000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:97fe03919819b5f290ac900b772cbc677934cf7ee2e3cb07e3c115eab6ffb043
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_110000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:62498470e202e917f39caa22a8b37eea7c48e7e7bf0220fbd9f321737612ebfe
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_120000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:354e4a6c05e898a19522347f2567908ec627ade8d953f5e1a7d9e4898ad5617e
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_130000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:1436c4bbe84c0c98e6a214f5b55086e2ccc857e290a78ffd3a731cbfa4df3f2e
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_140000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:ec5322b155808eb535f22cd5eabd2a7ba13caf8e4a6920f1a532ebb5dae6b134
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_150000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:85e995bd4fabccb2c48e9a39de6f2ddd50a4fea89d7fb0c99e8693eb56f61533
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_160000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:74cbc97e952f80d8cc411d50a7a16b511cfa54cf2be1b598f37df875f1bf5a2f
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_170000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f142d2da2e95c7da0de86db203eaf01c1d3666b79dc7accd910c3af5713dcaa6
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_180000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0ad2327d062a60fefb03212fe6e1826c5d09eb09545409ef47561d84f74b3098
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_190000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ecc3aa78684ec3633b052a348f25facda66c8fdc707a6df79b604a01b2b25a42
|
3 |
+
size 9513138
|
df2k/models/curated/training/4xDF2K_curated_plksr_tiny_fp16_full/models/net_g_20000.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:90d99d19c373b682981333f09a663b3fa47d6950f73092d151c1578054d55c5f
|
3 |
+
size 9513034
|