diff --git a/.gitignore b/.gitignore
index 9dece29..0bd2634 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,10 +9,4 @@ results/
 .DS_Store
 
 # private only
-./exp_logs.cvs
-./exp_logs.xlsx
-./scripts/metrics/run_local.sh
-./scripts/test_daily.sh
-./RF.sh
-./configs/RestoreFormer++_cf.yaml
-./configs/RestoreFormer++.yaml
\ No newline at end of file
+no_release/
\ No newline at end of file
diff --git a/RF.sh b/RF.sh
deleted file mode 100644
index ebfa183..0000000
--- a/RF.sh
+++ /dev/null
@@ -1,111 +0,0 @@
-#!/usr/bin/env bash
-
-source /data/miniconda3/etc/profile.d/conda.sh
-which conda
-export PATH=/usr/local/app/.local/bin:$PATH
-
-# -----------------------
-# activate conda env
-# -----------------------
-# conda init bash
-# conda deactivate
-which python
-source activate pt19
-which python
-# PYTHON=${PYTHON:-"/data/miniconda3/envs/pt19/bin/python"}
-
-# # -----------------------
-# # activate gcc 7.3
-# # -----------------------
-# scl enable devtoolset-7 bash
-# source /opt/rh/devtoolset-7/enable
-# gcc --version
-
-# -----------------------
-# install ninja-linux
-# -----------------------
-sudo unzip /group/30042/zhouxiawang/env/share/lib_package/ninja-linux.zip -d /usr/local/bin/
-sudo update-alternatives --install /usr/bin/ninja ninja /usr/local/bin/ninja 1
-
-# # -----------------------
-# # show info
-# # -----------------------
-nvidia-smi
-cat /etc/issue
-$PYTHON -c "import torch; print(torch.__version__); print(torch.version.cuda); print(torch.backends.cudnn.version()); print(torch.cuda.is_available())"
-
-# -----------------------
-# run script
-# -----------------------
-cd /group/30042/zhouxiawang/project/release/RestoreFormer
-pwd
-which pip
-which python
-# sudo pip install -r RF_requirements.txt
-
-sudo pip install facexlib==0.2.5
-# sudo pip install ffmpeg-python==0.2.0
-sudo pip install omegaconf==2.0.6
-sudo pip install pytorch-lightning==1.0.8
-sudo pip install basicsr==1.3.3.4
-sudo pip install test-tube==0.7.5
-sudo pip uninstall opencv-python
-sudo pip install opencv-python==4.5.2.54
-
-sudo pip list
-
-# -----------------------
-# copy model
-# -----------------------
-# sudo mkdir /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights
-if [ ! -d "/ /root/" ];then
-  sudo mkdir /root
-fi
-if [ ! -d "/ /root/.cache" ];then
-  sudo mkdir /root/.cache
-fi
-if [ ! -d "/root/.cache/torch" ];then
-  sudo mkdir /root/.cache/torch
-fi
-if [ ! -d "/root/.cache/torch/hub" ];then
-  sudo mkdir /root/.cache/torch/hub
-fi
-if [ ! -d "/root/.cache/torch/hub/checkpoints" ];then
-  sudo mkdir /root/.cache/torch/hub/checkpoints
-fi
-
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/facexlib
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/
-sudo ls -l "/root/.cache/torch/hub/checkpoints"
-sudo ls -l "/data/miniconda3/envs/pt19/lib/python3.8/site-packages/facexlib/weights/"
-
-sudo cp /group/30042/zhouxiawang/env/share/weights/vgg16-397923af.pth /root/.cache/torch/hub/checkpoints
-sudo cp /group/30042/zhouxiawang/env/share/weights/facexlib/*.pth /data/miniconda3/envs/pt19/lib/python3.8/site-packages/facexlib/weights/
-sudo cp /group/30042/zhouxiawang/env/share/weights/pt_inception-2015-12-05-6726825d.pth /root/.cache/torch/hub/checkpoints/
-
-export OMP_NUM_THREADS=6
-
-export BASICSR_JIT=True
-
-root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/release'
-
-conf_name='HQ_Dictionary'
-# conf_name='RestoreFormer'
-conf_name='ROHQD'
-
-gpus='0,'
-# gpus='0,1,2,3,4,5,6,7'
-node_n=1
-ntasks_per_node=1
-gpu_n=$(expr $node_n \* $ntasks_per_node)
-
-# python -u main.py \
-sudo python -m torch.distributed.launch --nproc_per_node=$ntasks_per_node main.py \
---root-path $root_path \
---base 'configs/'$conf_name'.yaml' \
--t True \
---postfix $conf_name'_lmdb_gpus'$gpu_n'_h4_E62' \
---gpus $gpus \
---num-nodes $node_n \
---random-seed True \
-2>&1 |tee $root_path'/'$conf_name'_lmdb_gpus'$gpu_n'_h4_E62_log_v1.txt'
diff --git a/assets/figure1.png b/assets/figure1.png
deleted file mode 100644
index d798c14..0000000
Binary files a/assets/figure1.png and /dev/null differ
diff --git a/assets/framework.png b/assets/framework.png
deleted file mode 100644
index 8141ae4..0000000
Binary files a/assets/framework.png and /dev/null differ
diff --git a/assets/frameworks.png b/assets/frameworks.png
deleted file mode 100644
index 611a966..0000000
Binary files a/assets/frameworks.png and /dev/null differ
diff --git a/configs/RestoreFormer++.yaml b/configs/RestoreFormer++.yaml
deleted file mode 100644
index cc3e17a..0000000
--- a/configs/RestoreFormer++.yaml
+++ /dev/null
@@ -1,140 +0,0 @@
-model:
-  base_learning_rate: 4.5e-8
-  target: RestoreFormer.models.vqgan_v1.RestoreFormerModel
-  params: 
-    image_key: 'lq'
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2022-11-14T19-28-18_ROHQDROHQD_lmdb_gpus8_h4_E62_seed13/checkpoints/last.ckpt.105
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2022-11-16T14-55-40_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_seed32/checkpoints/last.ckpt.105
-    ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/models/2022-08-28T15-15-23_RF18_mh1_new_params_multiscale_restart_sh30_journal_re035_mh4E13_distill112222_id10_disc08_cp101010_un010_hy000875095_gy0008_exp000_sht0200132_45lr7_gpu24_Pixel_seed72/checkpoints/last.ckpt.33
-    special_params_lr_scale: 1
-    comp_params_lr_scale: 10
-    schedule_step: [4000000, 8000000]
-    ddconfig:
-      target: RestoreFormer.modules.vqvae.vqvae_arch.VQVAEGANMultiHeadTransformer
-      params:
-        embed_dim: 256
-        n_embed: 1024
-        double_z: False
-        z_channels: 256
-        resolution: 512
-        in_channels: 3  
-        out_ch: 3
-        ch: 64
-        ch_mult: [ 1,2,2,4,4,8]  # num_down = len(ch_mult)-1
-        num_res_blocks: 2
-        dropout: 0.0
-        attn_resolutions: [16]
-        enable_mid: True
-
-        fix_decoder: False
-        fix_codebook: True
-        fix_encoder: True
-        head_size: 4
-        ex_multi_scale_num: 1
-
-    lossconfig:
-      target: RestoreFormer.modules.losses.vqperceptual.VQLPIPSWithDiscriminatorWithCompWithIdentity
-      params:
-        disc_conditional: False
-        disc_in_channels: 3
-        disc_start: 0
-        disc_weight: 0.8
-        codebook_weight: 1.0
-        use_actnorm: False
-        comp_weight: 1.0 #1.0
-        identity_weight: 1.0
-        identity_model_path: experiments/pretrained_models/arcface_resnet18.pth
-
-data:
-  target: main.DataModuleFromConfig
-  params:
-    batch_size: 4
-    num_workers: 8
-    train:
-      target: RestoreFormer.data.ffhq_uneven_degradation_dataset.FFHQUnevenDegradationDataset
-      params:
-        # dataroot_gt: data/ffhq/ffhq_512
-        # io_backend:
-        #   type: disk
-        dataroot_gt: data/ffhq/ffhq_512.lmdb
-        io_backend:
-          type: lmdb
-        use_hflip: True
-        mean: [0.5, 0.5, 0.5]
-        std: [0.5, 0.5, 0.5]
-        out_size: 512
-
-        blur_kernel_size: [19,20]
-        kernel_list: ['iso', 'aniso']
-        kernel_prob: [0.5, 0.5]
-        blur_sigma: [0.1, 10]
-        downsample_range: [0.8, 8]
-        noise_range: [0, 20]
-        jpeg_range: [60, 100]
-
-        color_jitter_prob: ~
-        color_jitter_shift: 20
-        color_jitter_pt_prob: ~
-
-        gray_prob: 0.008
-        gt_gray: True
-
-        exposure_prob: ~
-        exposure_range: [0.7, 1.1]
-        
-        shift_prob: 0.2
-        shift_unit: 1
-        shift_max_num: 32
-
-        uneven_prob: 0.1
-        
-        hazy_prob: 0.008
-        hazy_alpha: [0.75, 0.95]
-
-        crop_components: True
-        component_path: experiments/pretrained_models/FFHQ_eye_mouth_landmarks_512.pth
-        eye_enlarge_ratio: 1.4
-
-
-    validation:
-      target: RestoreFormer.data.ffhq_uneven_degradation_dataset.FFHQUnevenDegradationDataset
-      params:
-        dataroot_gt: data/val
-        io_backend:
-          type: disk
-        use_hflip: False
-        mean: [0.5, 0.5, 0.5]
-        std: [0.5, 0.5, 0.5]
-        out_size: 512
-
-        blur_kernel_size: [19,20]
-        kernel_list: ['iso', 'aniso']
-        kernel_prob: [0.5, 0.5]
-        blur_sigma: [0.1, 10]
-        downsample_range: [0.8, 8]
-        noise_range: [0, 20]
-        jpeg_range: [60, 100]
-
-        # color jitter and gray
-        color_jitter_prob: ~
-        color_jitter_shift: 20
-        color_jitter_pt_prob: ~
-        
-        gray_prob: ~
-        gt_gray: True
-
-        exposure_prob: ~
-        exposure_range: [0.7, 1.1]
-        
-        shift_prob: ~
-        shift_unit: 1
-        shift_max_num: 32
-
-        uneven_prob: ~
-        
-        hazy_prob: ~
-        hazy_alpha: [0.75, 0.95]
-
-        crop_components: False
-        component_path: experiments/pretrained_models/FFHQ_eye_mouth_landmarks_512.pth
-        eye_enlarge_ratio: 1.4
diff --git a/configs/RestoreFormer++_cf.yaml b/configs/RestoreFormer++_cf.yaml
deleted file mode 100644
index 87d36b8..0000000
--- a/configs/RestoreFormer++_cf.yaml
+++ /dev/null
@@ -1,143 +0,0 @@
-model:
-  base_learning_rate: 4.5e-7
-  target: RestoreFormer.models.vqgan_v1.RestoreFormerModel
-  params: 
-    image_key: 'lq'
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2022-11-14T19-28-18_ROHQDROHQD_lmdb_gpus8_h4_E62_seed13/checkpoints/last.ckpt.105
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2022-11-16T14-55-40_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_seed32/checkpoints/last.ckpt.105
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/models/2022-08-28T15-15-23_RF18_mh1_new_params_multiscale_restart_sh30_journal_re035_mh4E13_distill112222_id10_disc08_cp101010_un010_hy000875095_gy0008_exp000_sht0200132_45lr7_gpu24_Pixel_seed72/checkpoints/last.ckpt.33
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2023-08-16T10-41-25_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_seed13/checkpoints/last.ckpt
-    # ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2023-08-17T17-44-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc05_seed29/checkpoints/last.ckpt.110
-    ckpt_path: /group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs/2023-08-24T17-15-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc065_seed63/checkpoints/last.ckpt.10
-    special_params_lr_scale: 1
-    comp_params_lr_scale: 1
-    schedule_step: [4000000, 8000000]
-    ddconfig:
-      target: RestoreFormer.modules.vqvae.vqvae_arch.VQVAEGANMultiHeadTransformer
-      params:
-        embed_dim: 256
-        n_embed: 1024
-        double_z: False
-        z_channels: 256
-        resolution: 512
-        in_channels: 3  
-        out_ch: 3
-        ch: 64
-        ch_mult: [ 1,2,2,4,4,8]  # num_down = len(ch_mult)-1
-        num_res_blocks: 2
-        dropout: 0.0
-        attn_resolutions: [16]
-        enable_mid: True
-
-        fix_decoder: False
-        fix_codebook: True
-        fix_encoder: False
-        head_size: 4
-        ex_multi_scale_num: 1
-
-    lossconfig:
-      target: RestoreFormer.modules.losses.vqperceptual.VQLPIPSWithDiscriminatorWithCompWithIdentity
-      params:
-        disc_conditional: False
-        disc_in_channels: 3
-        disc_start: 0
-        disc_weight: 0.8 # 0.8
-        codebook_weight: 1.0
-        use_actnorm: False
-        comp_weight: 1.5
-        identity_weight: 1.0
-        identity_model_path: experiments/pretrained_models/arcface_resnet18.pth
-
-data:
-  target: main.DataModuleFromConfig
-  params:
-    batch_size: 4
-    num_workers: 8
-    train:
-      target: RestoreFormer.data.ffhq_uneven_degradation_dataset.FFHQUnevenDegradationDataset
-      params:
-        # dataroot_gt: data/ffhq/ffhq_512
-        # io_backend:
-        #   type: disk
-        dataroot_gt: data/ffhq/ffhq_512.lmdb
-        io_backend:
-          type: lmdb
-        use_hflip: True
-        mean: [0.5, 0.5, 0.5]
-        std: [0.5, 0.5, 0.5]
-        out_size: 512
-
-        blur_kernel_size: [19,20]
-        kernel_list: ['iso', 'aniso']
-        kernel_prob: [0.5, 0.5]
-        blur_sigma: [1, 15]
-        downsample_range: [1, 30]
-        noise_range: [0, 20]
-        jpeg_range: [30, 90]
-
-        color_jitter_prob: ~
-        color_jitter_shift: 20
-        color_jitter_pt_prob: ~
-
-        gray_prob: 0.008
-        gt_gray: True
-
-        exposure_prob: ~
-        exposure_range: [0.7, 1.1]
-        
-        shift_prob: 0.2
-        shift_unit: 1
-        shift_max_num: 32
-
-        uneven_prob: 0.1
-        
-        hazy_prob: 0.008
-        hazy_alpha: [0.75, 0.95]
-
-        crop_components: True
-        component_path: experiments/pretrained_models/FFHQ_eye_mouth_landmarks_512.pth
-        eye_enlarge_ratio: 1.4
-
-
-    validation:
-      target: RestoreFormer.data.ffhq_uneven_degradation_dataset.FFHQUnevenDegradationDataset
-      params:
-        dataroot_gt: data/val
-        io_backend:
-          type: disk
-        use_hflip: False
-        mean: [0.5, 0.5, 0.5]
-        std: [0.5, 0.5, 0.5]
-        out_size: 512
-
-        blur_kernel_size: [19,20]
-        kernel_list: ['iso', 'aniso']
-        kernel_prob: [0.5, 0.5]
-        blur_sigma: [1, 15]
-        downsample_range: [1, 30]
-        noise_range: [0, 20]
-        jpeg_range: [30, 90]
-
-        # color jitter and gray
-        color_jitter_prob: ~
-        color_jitter_shift: 20
-        color_jitter_pt_prob: ~
-        
-        gray_prob: ~
-        gt_gray: True
-
-        exposure_prob: ~
-        exposure_range: [0.7, 1.1]
-        
-        shift_prob: ~
-        shift_unit: 1
-        shift_max_num: 32
-
-        uneven_prob: ~
-        
-        hazy_prob: ~
-        hazy_alpha: [0.75, 0.95]
-
-        crop_components: False
-        component_path: experiments/pretrained_models/FFHQ_eye_mouth_landmarks_512.pth
-        eye_enlarge_ratio: 1.4
diff --git a/exp_logs.csv b/exp_logs.csv
deleted file mode 100644
index a11e396..0000000
--- a/exp_logs.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-20230816	2023-08-16T10-41-25_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_seed13	��RF++����model�Ļ����ϣ�����codeformer���˻�����finetune		
-	2023-08-17T17-44-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc05_seed29	disc03->05	last.ckpt.110	
-	2023-08-24T17-15-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc065_seed63	disc03->05->0.65	last.ckpt.10	
-	2023-08-25T19-17-31_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_seed35	disc03->05->0.65->0.8	������	
-				
-	2023-08-26T21-47-57_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_lr6_seed96	lr 4.5e-7 -> 4.5e-6		Ҫ����������
diff --git a/exp_logs.xlsx b/exp_logs.xlsx
deleted file mode 100644
index 4e29ed5..0000000
Binary files a/exp_logs.xlsx and /dev/null differ
diff --git a/scripts/RF.sh b/scripts/RF.sh
deleted file mode 100644
index e328ad0..0000000
--- a/scripts/RF.sh
+++ /dev/null
@@ -1,109 +0,0 @@
-#!/usr/bin/env bash
-
-source /data/miniconda3/etc/profile.d/conda.sh
-which conda
-export PATH=/usr/local/app/.local/bin:$PATH
-
-# -----------------------
-# activate conda env
-# -----------------------
-# conda init bash
-# conda deactivate
-which python
-source activate pt19
-which python
-# PYTHON=${PYTHON:-"/data/miniconda3/envs/pt19/bin/python"}
-
-# # -----------------------
-# # activate gcc 7.3
-# # -----------------------
-# scl enable devtoolset-7 bash
-# source /opt/rh/devtoolset-7/enable
-# gcc --version
-
-# -----------------------
-# install ninja-linux
-# -----------------------
-sudo unzip /group/30042/zhouxiawang/env/share/lib_package/ninja-linux.zip -d /usr/local/bin/
-sudo update-alternatives --install /usr/bin/ninja ninja /usr/local/bin/ninja 1
-
-# # -----------------------
-# # show info
-# # -----------------------
-nvidia-smi
-cat /etc/issue
-$PYTHON -c "import torch; print(torch.__version__); print(torch.version.cuda); print(torch.backends.cudnn.version()); print(torch.cuda.is_available())"
-
-# -----------------------
-# run script
-# -----------------------
-cd /group/30042/zhouxiawang/project/release/RestoreFormer
-pwd
-which pip
-which python
-# sudo pip install -r RF_requirements.txt
-
-sudo pip install facexlib==0.2.5
-# sudo pip install ffmpeg-python==0.2.0
-sudo pip install omegaconf==2.0.6
-sudo pip install pytorch-lightning==1.0.8
-sudo pip install basicsr==1.3.3.4
-sudo pip install test-tube==0.7.5
-sudo pip uninstall opencv-python
-sudo pip install opencv-python==4.5.2.54
-
-sudo pip list
-
-# -----------------------
-# copy model
-# -----------------------
-# sudo mkdir /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights
-if [ ! -d "/ /root/" ];then
-  sudo mkdir /root
-fi
-if [ ! -d "/ /root/.cache" ];then
-  sudo mkdir /root/.cache
-fi
-if [ ! -d "/root/.cache/torch" ];then
-  sudo mkdir /root/.cache/torch
-fi
-if [ ! -d "/root/.cache/torch/hub" ];then
-  sudo mkdir /root/.cache/torch/hub
-fi
-if [ ! -d "/root/.cache/torch/hub/checkpoints" ];then
-  sudo mkdir /root/.cache/torch/hub/checkpoints
-fi
-
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/facexlib
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/
-sudo cp /group/30042/zhouxiawang/env/share/weights/facexlib/*.pth /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights/
-sudo cp /group/30042/zhouxiawang/env/share/weights/vgg16-397923af.pth /root/.cache/torch/hub/checkpoints
-sudo ls -l "/root/.cache/torch/hub/checkpoints"
-sudo ls -l "/usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights/"
-
-export OMP_NUM_THREADS=6
-
-export BASICSR_JIT=True
-
-root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/release'
-
-conf_name='HQ_Dictionary'
-# conf_name='RestoreFormer'
-conf_name='ROHQD'
-
-gpus='0,'
-gpus='0,1,2,3,4,5,6,7'
-node_n=1
-ntasks_per_node=8
-gpu_n=$(expr $node_n \* $ntasks_per_node)
-
-# python -u main.py \
-sudo python -m torch.distributed.launch --nproc_per_node=$ntasks_per_node main.py \
---root-path $root_path \
---base 'configs/'$conf_name'.yaml' \
--t True \
---postfix $conf_name'_lmdb_gpus'$gpu_n'_h4_E62' \
---gpus $gpus \
---num-nodes $node_n \
---random-seed True \
-2>&1 |tee $root_path'/'$conf_name'_lmdb_gpus'$gpu_n'_h4_E62_log_v1.txt'
diff --git a/scripts/RFpp.sh b/scripts/RFpp.sh
deleted file mode 100644
index 4fcd622..0000000
--- a/scripts/RFpp.sh
+++ /dev/null
@@ -1,110 +0,0 @@
-#!/usr/bin/env bash
-
-source /data/miniconda3/etc/profile.d/conda.sh
-which conda
-export PATH=/usr/local/app/.local/bin:$PATH
-
-# -----------------------
-# activate conda env
-# -----------------------
-# conda init bash
-# conda deactivate
-which python
-source activate pt19
-which python
-# PYTHON=${PYTHON:-"/data/miniconda3/envs/pt19/bin/python"}
-
-# # -----------------------
-# # activate gcc 7.3
-# # -----------------------
-# scl enable devtoolset-7 bash
-# source /opt/rh/devtoolset-7/enable
-# gcc --version
-
-# -----------------------
-# install ninja-linux
-# -----------------------
-sudo unzip /group/30042/zhouxiawang/env/share/lib_package/ninja-linux.zip -d /usr/local/bin/
-sudo update-alternatives --install /usr/bin/ninja ninja /usr/local/bin/ninja 1
-
-# # -----------------------
-# # show info
-# # -----------------------
-nvidia-smi
-cat /etc/issue
-$PYTHON -c "import torch; print(torch.__version__); print(torch.version.cuda); print(torch.backends.cudnn.version()); print(torch.cuda.is_available())"
-
-# -----------------------
-# run script
-# -----------------------
-cd /group/30042/zhouxiawang/project/release/RestoreFormer
-pwd
-which pip
-which python
-# sudo pip install -r RF_requirements.txt
-
-sudo pip install facexlib==0.2.5
-# sudo pip install ffmpeg-python==0.2.0
-sudo pip install omegaconf==2.0.6
-sudo pip install pytorch-lightning==1.0.8
-sudo pip install basicsr==1.3.3.4
-sudo pip install test-tube==0.7.5
-sudo pip uninstall opencv-python
-sudo pip install opencv-python==4.5.2.54
-
-sudo pip list
-
-# -----------------------
-# copy model
-# -----------------------
-# sudo mkdir /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights
-if [ ! -d "/ /root/" ];then
-  sudo mkdir /root
-fi
-if [ ! -d "/ /root/.cache" ];then
-  sudo mkdir /root/.cache
-fi
-if [ ! -d "/root/.cache/torch" ];then
-  sudo mkdir /root/.cache/torch
-fi
-if [ ! -d "/root/.cache/torch/hub" ];then
-  sudo mkdir /root/.cache/torch/hub
-fi
-if [ ! -d "/root/.cache/torch/hub/checkpoints" ];then
-  sudo mkdir /root/.cache/torch/hub/checkpoints
-fi
-
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/facexlib
-sudo ls -l /group/30042/zhouxiawang/env/share/weights/
-sudo cp /group/30042/zhouxiawang/env/share/weights/facexlib/*.pth /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights/
-sudo cp /group/30042/zhouxiawang/env/share/weights/vgg16-397923af.pth /root/.cache/torch/hub/checkpoints
-sudo ls -l "/root/.cache/torch/hub/checkpoints"
-sudo ls -l "/usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights/"
-
-export OMP_NUM_THREADS=6
-
-export BASICSR_JIT=True
-
-root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/release'
-
-conf_name='HQ_Dictionary'
-# conf_name='RestoreFormer'
-conf_name='ROHQD'
-conf_name='RestoreFormer++'
-
-# gpus='0,'
-gpus='0,1,2,3,4,5,6,7'
-node_n=1
-ntasks_per_node=8
-gpu_n=$(expr $node_n \* $ntasks_per_node)
-
-# python -u main.py \
-sudo python -m torch.distributed.launch --nproc_per_node=$ntasks_per_node main.py \
---root-path $root_path \
---base 'configs/'$conf_name'.yaml' \
--t True \
---postfix $conf_name'_lmdb_gpus'$gpu_n'_h4_E62_ROHQD105' \
---gpus $gpus \
---num-nodes $node_n \
---random-seed True
-# 2>&1 |tee $root_path'/'$conf_name'_lmdb_gpus'$gpu_n'_h4_E62_log_v1.txt'
diff --git a/scripts/env_42.sh b/scripts/env_42.sh
deleted file mode 100644
index 3e323b2..0000000
--- a/scripts/env_42.sh
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/usr/bin/env bash
-
-unzip /group/30042/zhouxiawang/env/share/lib_package/ninja-linux.zip -d /usr/local/bin/
-update-alternatives --install /usr/bin/ninja ninja /usr/local/bin/ninja 1
-
-
-pip install facexlib==0.2.5
-# pip install ffmpeg-python==0.2.0
-pip install omegaconf==2.0.6
-pip install pytorch-lightning==1.0.8
-pip install basicsr==1.3.3.4
-pip install test-tube==0.7.5
-pip uninstall opencv-python
-pip install opencv-python==4.5.2.54
-
-pip list
-
-# -----------------------
-# copy model
-# -----------------------
-# mkdir /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights
-if [ ! -d "/ /root/" ];then
-  mkdir /root
-fi
-if [ ! -d "/ /root/.cache" ];then
-  mkdir /root/.cache
-fi
-if [ ! -d "/root/.cache/torch" ];then
-  mkdir /root/.cache/torch
-fi
-if [ ! -d "/root/.cache/torch/hub" ];then
-  mkdir /root/.cache/torch/hub
-fi
-if [ ! -d "/root/.cache/torch/hub/checkpoints" ];then
-  mkdir /root/.cache/torch/hub/checkpoints
-fi
-
-ls -l /group/30042/zhouxiawang/env/share/weights/facexlib
-ls -l /group/30042/zhouxiawang/env/share/weights/
-ln -s /group/30042/zhouxiawang/env/share/weights/facexlib /usr/local/app/.local/lib/python3.8/site-packages/facexlib/weights
-cp /group/30042/zhouxiawang/env/share/weights/vgg16-397923af.pth /root/.cache/torch/hub/checkpoints
-cp /group/30042/zhouxiawang/env/share/weights/pt_inception-2015-12-05-6726825d.pth  /root/.cache/torch/hub/checkpoints
-ls -l "/root/.cache/torch/hub/checkpoints"
diff --git a/scripts/metrics/run_local.sh b/scripts/metrics/run_local.sh
deleted file mode 100644
index 5f72ae8..0000000
--- a/scripts/metrics/run_local.sh
+++ /dev/null
@@ -1,70 +0,0 @@
-
-### Journal ###
-root='results/'
-out_root='results/metrics'
-
-root='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/WebPhoto-Test'
-# root='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/Child'
-root='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/lfw'
-CelebAHQ_GT=''
-
-root='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/celeba'
-CelebAHQ_GT='/group/30042/zhouxiawang/data/FaceRestoration/celeba_512_validation'
-
-out_root='/group/30042/zhouxiawang/checkpoints/RestoreFormer/metrics'
-
-test_name='RestoreFormer++'
-
-test_name='2022-11-16T14-55-40_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_seed32'
-test_name='2022-11-21T10-49-14_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_En105_lr7_seed44'
-test_name='2023-08-17T17-44-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc05_seed29'
-test_name='2023-08-24T17-15-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc065_seed63'
-test_name='2023-08-25T19-17-31_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_seed35'
-test_name='2023-08-26T21-47-57_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_lr6_seed96'
-test_name='2023-08-28T16-26-15_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc08_distill010202020202_seed32'
-test_name='2023-08-30T00-34-34_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc12_distill010202020202_seed64'
-test_name='2023-08-30T15-43-24_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc20_distill010202020202_seed69'
-test_name='2023-08-31T10-59-30_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc08_distill010202020202_style_seed52'
-test_name='2023-09-14T13-12-55_RestoreFormer++RestoreFormer++_gpus7_lmdb_h4_fixD_lr8_seed13'
-
-tag='test'
-
-
-
-test_image=$test_name'_'$tag'/restored_faces'
-out_name=$test_name
-need_post=1
-
-
-
-
-# FID
-# python -u scripts/metrics/cal_fid.py \
-# $root'/'$test_image \
-# --fid_stats 'experiments/pretrained_models/inception_FFHQ_512_color_gray008_shift02.pth' \
-# --save_name $out_root'/'$out_name'_fid_gray008shift02.txt' \
-
-# --fid_stats 'experiments/pretrained_models/inception_FFHQ_512-f7b384ab.pth' \
-# --save_name $out_root'/'$out_name'_fid.txt' \
-
-# --fid_stats 'experiments/pretrained_models/inception_FFHQ_512_color_gray008_shift02.pth' \
-# --save_name $out_root'/'$out_name'_fid_gray008shift02.txt' \
-
-if [ -d $CelebAHQ_GT ]
-then
-    # PSRN SSIM LPIPS
-    python -u scripts/metrics/cal_psnr_ssim.py \
-    $root'/'$test_image \
-    --gt_folder $CelebAHQ_GT \
-    --save_name $out_root'/'$out_name'_psnr_ssim_lpips.txt' \
-    --need_post $need_post \
-
-    # # # PSRN SSIM LPIPS
-    python -u scripts/metrics/cal_identity_distance.py  \
-    $root'/'$test_image \
-    --gt_folder $CelebAHQ_GT \
-    --save_name $out_root'/'$out_name'_id.txt' \
-    --need_post $need_post
-else
-    echo 'The path of GT does not exist'
-fi
\ No newline at end of file
diff --git a/scripts/test_daily.sh b/scripts/test_daily.sh
deleted file mode 100644
index 277a9b2..0000000
--- a/scripts/test_daily.sh
+++ /dev/null
@@ -1,88 +0,0 @@
-# # ### Good
-exp_name='RestoreFormer'
-exp_name='RestoreFormer++'
-
-root_path='experiments'
-out_root_path='results'
-align_test_path='data/test'
-tag='test'
-
-
-root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/release/logs'
-# exp_name='2022-11-16T14-55-40_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_seed32'
-# epoch='105'
-
-exp_name='2022-11-21T10-49-14_RestoreFormer++RestoreFormer++_lmdb_gpus8_h4_E62_ROHQD105_En105_lr7_seed44'
-epoch=63
-epoch=109
-
-exp_name='2023-08-17T17-44-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc05_seed29'
-epoch=110
-
-exp_name='2023-08-16T10-41-25_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_seed13'
-epoch=19
-
-exp_name='2023-08-24T17-15-56_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc065_seed63'
-epoch=10 # 77
-epoch=17
-
-exp_name='2023-08-25T19-17-31_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_seed35'
-epoch=13 # 82.4940
-epoch=11 # 80.9992
-
-exp_name='2023-08-26T21-47-57_RestoreFormer++_cfRestoreFormer++_cf_gpus7_lmdb_h4_ROHQD105_disc08_lr6_seed96'
-epoch=9
-
-
-exp_name='2023-08-28T16-26-15_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc08_distill010202020202_seed32'
-epoch=2 # 80.3320
-epoch=10 # 76.1336
-epoch=12 # 79.9700
-epoch=14 # 79.0212
-epoch=15 # 80.0507
-epoch=17 # 80.0506
-
-exp_name='2023-08-30T00-34-34_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc12_distill010202020202_seed64'
-epoch=6 # 76.4387
-epoch=8
-
-exp_name='2023-08-30T15-43-24_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc20_distill010202020202_seed69'
-epoch=10
-
-exp_name='2023-08-31T10-59-30_2023082801_RF++_cf2023082801_RF++_cf_gpus7_lmdb_h4_ROHQD105_disc08_distill010202020202_style_seed52'
-epoch=2
-epoch=12
-
-exp_name='2023-09-14T11-20-25_RestoreFormer++RestoreFormer++_gpus7_lmdb_h4_fixE_lr8_seed18'
-epoch=1
-
-exp_name='2023-09-14T13-12-55_RestoreFormer++RestoreFormer++_gpus7_lmdb_h4_fixD_lr8_seed13'
-epoch=1
-
-out_root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/WebPhoto-Test'
-align_test_path='/group/30042/zhouxiawang/data/FaceRestoration/WebPhoto-Test'
-
-out_root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/celeba'
-align_test_path='/group/30042/zhouxiawang/data/FaceRestoration/celeba_512_validation_lq'
-
-out_root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/lfw'
-align_test_path='/group/30042/zhouxiawang/data/FaceRestoration/lfw'
-
-
-
-# out_root_path='/group/30042/zhouxiawang/checkpoints/RestoreFormer/resutls/Child'
-# align_test_path='/group/30042/public_datasets/RestoreData/faces/CelebChild/Child'
-
-outdir=$out_root_path'/'$exp_name'_'$tag
-
-
-if [ ! -d $outdir ];then
-    mkdir -m 777 $outdir
-fi
-
-CUDA_VISIBLE_DEVICES=7 python -u scripts/test.py \
---outdir $outdir \
--r $root_path'/'$exp_name'/checkpoints/last.ckpt.'$epoch \
--c 'configs/RestoreFormer++.yaml' \
---test_path $align_test_path \
---aligned