From 934372c029403b8719d675b4bd2bb2c2ef6cb45d Mon Sep 17 00:00:00 2001
From: gonzalomartingarcia0 <gonzalomartingarcia0@gmail.com>
Date: Mon, 10 Jul 2023 12:00:02 +0200
Subject: [PATCH] add CelebAHQ dataloader

---
 dataloader/load.py                            |    58 +-
 models/all_unets.py                           |    13 +-
 wandb/debug-cli.id929844.log                  |     0
 wandb/debug-internal.log                      |     1 +
 wandb/debug.log                               |     1 +
 wandb/latest-run                              |     1 +
 .../files/config.yaml                         |    36 +
 .../files/requirements.txt                    |   175 +
 .../files/wandb-metadata.json                 |   292 +
 .../files/wandb-summary.json                  |     1 +
 .../logs/debug-internal.log                   |   817 +
 .../run-20230708_232745-humans/logs/debug.log |    38 +
 .../run-humans.wandb                          |   Bin 0 -> 35326 bytes
 .../files/config.yaml                         |    37 +
 .../files/wandb-summary.json                  |     1 +
 .../logs/debug-internal.log                   | 38453 ++++++++++++++++
 .../run-20230708_233359-humans/logs/debug.log |    39 +
 .../run-humans.wandb                          |   Bin 0 -> 1922097 bytes
 .../files/config.yaml                         |    37 +
 .../files/wandb-summary.json                  |     1 +
 .../logs/debug-internal.log                   |  4147 ++
 .../run-20230709_160458-humans/logs/debug.log |    39 +
 .../run-humans.wandb                          |   Bin 0 -> 199808 bytes
 wandb/wandb-resume.json                       |     1 +
 24 files changed, 44160 insertions(+), 28 deletions(-)
 create mode 100644 wandb/debug-cli.id929844.log
 create mode 120000 wandb/debug-internal.log
 create mode 120000 wandb/debug.log
 create mode 120000 wandb/latest-run
 create mode 100644 wandb/run-20230708_232745-humans/files/config.yaml
 create mode 100644 wandb/run-20230708_232745-humans/files/requirements.txt
 create mode 100644 wandb/run-20230708_232745-humans/files/wandb-metadata.json
 create mode 100644 wandb/run-20230708_232745-humans/files/wandb-summary.json
 create mode 100644 wandb/run-20230708_232745-humans/logs/debug-internal.log
 create mode 100644 wandb/run-20230708_232745-humans/logs/debug.log
 create mode 100644 wandb/run-20230708_232745-humans/run-humans.wandb
 create mode 100644 wandb/run-20230708_233359-humans/files/config.yaml
 create mode 100644 wandb/run-20230708_233359-humans/files/wandb-summary.json
 create mode 100644 wandb/run-20230708_233359-humans/logs/debug-internal.log
 create mode 100644 wandb/run-20230708_233359-humans/logs/debug.log
 create mode 100644 wandb/run-20230708_233359-humans/run-humans.wandb
 create mode 100644 wandb/run-20230709_160458-humans/files/config.yaml
 create mode 100644 wandb/run-20230709_160458-humans/files/wandb-summary.json
 create mode 100644 wandb/run-20230709_160458-humans/logs/debug-internal.log
 create mode 100644 wandb/run-20230709_160458-humans/logs/debug.log
 create mode 100644 wandb/run-20230709_160458-humans/run-humans.wandb
 create mode 100644 wandb/wandb-resume.json

diff --git a/dataloader/load.py b/dataloader/load.py
index 8b9c66e..9133d6d 100644
--- a/dataloader/load.py
+++ b/dataloader/load.py
@@ -20,55 +20,67 @@ class UnconditionalDataset(Dataset):
                             """
 
         ### Create DataFrame
-        file_list = []
-        for root, dirs, files in os.walk(fpath, topdown=False):
-            for name in sorted(files):
-                file_list.append(os.path.join(root, name))
-
-        df = pd.DataFrame({"Filepath":file_list},)
-        self.df = df[df["Filepath"].str.endswith(ext)] 
+        #file_list = []
+        #for root, dirs, files in os.walk(fpath, topdown=False):
+        #    for name in sorted(files):
+        #        file_list.append(os.path.join(root, name))
+        #
+        #df = pd.DataFrame({"Filepath":file_list},)
+        #self.df = df[df["Filepath"].str.endswith(ext)] 
         
         
             
         if skip_first_n:
             self.df = self.df[skip_first_n:]
         
-        if train: 
-            df_train = self.df.sample(frac=frac,random_state=2)
-            self.df = df_train
+        print(fpath) 
+        if train:
+            fpath = os.path.join(fpath, 'train') 
         else:
-            df_train = self.df.sample(frac=frac,random_state=2)
-            df_test = df.drop(df_train.index)
-            self.df = df_test
+            fpath = os.path.join(fpath, 'valid')
+
+        file_list =[]
+        for root, dirs, files in os.walk(fpath, topdown=False):
+            for name in sorted(files):
+                file_list.append(os.path.join(root, name))
+        df = pd.DataFrame({"Filepath":file_list},)
+        self.df = df[df["Filepath"].str.endswith(ext)]
             
         if transform: 
+            # for training
             intermediate_size = 150
             theta = np.pi/4 -np.arccos(intermediate_size/(np.sqrt(2)*img_size)) #Check dataloading.ipynb in analysis-depot for more details
             
-            transform_rotate =  transforms.Compose([transforms.ToTensor(),transforms.Normalize(mean=(0.5,0.5,0.5),std=(0.5,0.5,0.5)),
+            transform_rotate =  transforms.Compose([transforms.ToTensor(),
                                 transforms.Resize(intermediate_size,antialias=True),
                                 transforms.RandomRotation(theta/np.pi*180,interpolation=transforms.InterpolationMode.BILINEAR),
-                                transforms.CenterCrop(img_size),transforms.RandomHorizontalFlip(p=0.5)])
+                                transforms.CenterCrop(img_size),transforms.RandomHorizontalFlip(p=0.5),
+                                transforms.Normalize(mean=(0.5,0.5,0.5),std=(0.5,0.5,0.5))])
             
-            transform_randomcrop  =  transforms.Compose([transforms.ToTensor(),transforms.Normalize(mean=(0.5,0.5,0.5),std=(0.5,0.5,0.5)),
-                                transforms.Resize(intermediate_size),transforms.RandomCrop(img_size),transforms.RandomHorizontalFlip(p=0.5)])
+            transform_randomcrop  =  transforms.Compose([transforms.ToTensor(),
+                                     transforms.Resize(intermediate_size, antialias=True),
+                                     transforms.RandomCrop(img_size),transforms.RandomHorizontalFlip(p=0.5),
+                                     transforms.Normalize(mean=(0.5,0.5,0.5),std=(0.5,0.5,0.5))])
 
             self.transform =  transforms.RandomChoice([transform_rotate,transform_randomcrop])
-        else : 
+        else :
+            # for evaluation 
             self.transform =  transforms.Compose([transforms.ToTensor(),
                                 transforms.Lambda(lambda x: (x * 255).type(torch.uint8)),
                                 transforms.Resize(img_size)])
-            
+           
+        if train==False:
+            # for testing
+            self.transform = transforms.Compose([transforms.ToTensor(),
+                                                 transforms.Resize(intermediate_size, antialias=True),
+                                                 transforms.Normalize(mean=(0.5,0.5,0.5),std=(0.5,0.5,0.5))])
+ 
     def __len__(self):
         return len(self.df)
     
     def __getitem__(self,idx):
         path =  self.df.iloc[idx].Filepath
         img = Image.open(path)
-        if img.mode == 'RGBA':
-            background = Image.new('RGB', img.size, (255, 255, 255))
-            background.paste(img, mask=img.split()[3])
-            img = background
         return self.transform(img),0
         
     def tensor2PIL(self,img):
diff --git a/models/all_unets.py b/models/all_unets.py
index fabd628..dd0e97f 100644
--- a/models/all_unets.py
+++ b/models/all_unets.py
@@ -44,7 +44,7 @@ class UNet_Res(nn.Module):
     self.up1 = UpsampleBlock_Res(fctr[1],fctr[0],time_dim)
     self.up2 = UpsampleBlock_Res(fctr[2],fctr[1],time_dim)
     self.up3 = UpsampleBlock_Res(fctr[3],fctr[2],time_dim,attention=attention)
-    self.up4 = UpsampleBlock_Res(fctr[4],fctr[3],time_dim)
+    self.up4 = UpsampleBlock_Res(fctr[4],fctr[3],time_dim,attention=attention)
 
     # final 1x1 conv
     self.end_conv = nn.Conv2d(fctr[0], channels_out, kernel_size=1,bias=True)
@@ -154,22 +154,25 @@ class ConvBlock_Res(nn.Module):
       self.attlayer = MHABlock(channels_in=channels_out)
 
     # Convolution layer 1
-    self.conv1 = nn.Conv2d(channels_in, channels_out, kernel_size=3, padding='same', bias=True)
+    self.conv1 = nn.Conv2d(channels_in, channels_out, kernel_size=3, padding='same', bias=False)
     self.gn1 = nn.GroupNorm(num_groups, channels_out)
     self.act1 = nn.SiLU()
 
     # Convolution layer 2
-    self.conv2 = nn.Conv2d(channels_out, channels_out, kernel_size=3, padding='same', bias=True)
+    self.conv2 = nn.Conv2d(channels_out, channels_out, kernel_size=3, padding='same', bias=False)
     self.gn2 = nn.GroupNorm(num_groups, channels_out)
     self.act2 = nn.SiLU()
 
     # Convolution layer 3
-    self.conv3 = nn.Conv2d(channels_out, channels_out, kernel_size=3, padding='same', bias=True)
+    self.conv3 = nn.Conv2d(channels_out, channels_out, kernel_size=3, padding='same', bias=False)
     self.gn3 = nn.GroupNorm(num_groups, channels_out)
     self.act3 = nn.SiLU()
 
     #Convolution skip
-    self.res_skip = nn.Conv2d(channels_in,channels_out,kernel_size=1)
+    self.res_skip = nn.Identity()
+    if channels_in != channels_out:
+        self.res_skip = nn.Conv2d(channels_in, channels_out, kernel_size=1)
+    #self.res_skip = nn.Conv2d(channels_in,channels_out,kernel_size=1)
 
     nn.init.xavier_normal_(self.conv1.weight)
     nn.init.xavier_normal_(self.conv2.weight)
diff --git a/wandb/debug-cli.id929844.log b/wandb/debug-cli.id929844.log
new file mode 100644
index 0000000..e69de29
diff --git a/wandb/debug-internal.log b/wandb/debug-internal.log
new file mode 120000
index 0000000..216ba06
--- /dev/null
+++ b/wandb/debug-internal.log
@@ -0,0 +1 @@
+run-20230709_160458-humans/logs/debug-internal.log
\ No newline at end of file
diff --git a/wandb/debug.log b/wandb/debug.log
new file mode 120000
index 0000000..87adaeb
--- /dev/null
+++ b/wandb/debug.log
@@ -0,0 +1 @@
+run-20230709_160458-humans/logs/debug.log
\ No newline at end of file
diff --git a/wandb/latest-run b/wandb/latest-run
new file mode 120000
index 0000000..8d94891
--- /dev/null
+++ b/wandb/latest-run
@@ -0,0 +1 @@
+run-20230709_160458-humans
\ No newline at end of file
diff --git a/wandb/run-20230708_232745-humans/files/config.yaml b/wandb/run-20230708_232745-humans/files/config.yaml
new file mode 100644
index 0000000..b78ad39
--- /dev/null
+++ b/wandb/run-20230708_232745-humans/files/config.yaml
@@ -0,0 +1,36 @@
+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.4
+    cli_version: 0.15.3
+    framework: torch
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1688851665.535903
+    t:
+      1:
+      - 1
+      - 41
+      - 55
+      2:
+      - 1
+      - 41
+      - 55
+      3:
+      - 2
+      - 13
+      - 14
+      - 19
+      - 23
+      4: 3.10.4
+      5: 0.15.3
+      8:
+      - 5
+learning_rate:
+  desc: null
+  value: 0.0001
+optimizer:
+  desc: null
+  value: AdamW
diff --git a/wandb/run-20230708_232745-humans/files/requirements.txt b/wandb/run-20230708_232745-humans/files/requirements.txt
new file mode 100644
index 0000000..deeaea6
--- /dev/null
+++ b/wandb/run-20230708_232745-humans/files/requirements.txt
@@ -0,0 +1,175 @@
+alabaster==0.7.12
+appdirs==1.4.4
+asn1crypto==1.5.1
+atomicwrites==1.4.0
+attrs==21.4.0
+babel==2.10.1
+backports.entry-points-selectable==1.1.1
+backports.functools-lru-cache==1.6.4
+bcrypt==3.2.2
+bitstring==3.1.9
+blist==1.3.6
+cachecontrol==0.12.11
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+certifi==2021.10.8
+cffi==1.15.0
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+charset-normalizer==2.0.12
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+cryptography==37.0.1
+cycler==0.11.0
+cython==0.29.28
+decorator==5.1.1
+diffusers==0.16.1
+distlib==0.3.4
+docker-pycreds==0.4.0
+docopt==0.6.2
+docutils==0.17.1
+ecdsa==0.17.0
+editables==0.3
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+filelock==3.6.0
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+flit==3.7.1
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+fsspec==2022.3.0
+future==0.18.2
+gitdb==4.0.10
+gitpython==3.1.31
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+h5py==3.8.0
+html5lib==1.1
+huggingface-hub==0.15.1
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+imagesize==1.3.0
+importlib-metadata==4.11.3
+importlib-resources==5.7.1
+iniconfig==1.1.1
+intervaltree==3.1.0
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+ipaddress==1.0.23
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\ No newline at end of file
diff --git a/wandb/run-20230708_232745-humans/files/wandb-metadata.json b/wandb/run-20230708_232745-humans/files/wandb-metadata.json
new file mode 100644
index 0000000..d159bf2
--- /dev/null
+++ b/wandb/run-20230708_232745-humans/files/wandb-metadata.json
@@ -0,0 +1,292 @@
+{
+    "os": "Linux-4.18.0-425.19.2.el8_7.x86_64-x86_64-with-glibc2.28",
+    "python": "3.10.4",
+    "heartbeatAt": "2023-07-08T21:27:46.318010",
+    "startedAt": "2023-07-08T21:27:45.403194",
+    "docker": null,
+    "cuda": null,
+    "args": [
+        "train",
+        "/home/id929844/experiments_gonzalo/humans/settings"
+    ],
+    "state": "running",
+    "program": "/rwthfs/rz/cluster/home/id929844/diffusion_project/main.py",
+    "codePath": "main.py",
+    "git": {
+        "remote": "https://git.rwth-aachen.de/diffusion-project/diffusion_project.git",
+        "commit": "910ae79222394141930cd1bf6eafb783b4bd397e"
+    },
+    "email": "gonzalomartingarcia0@gmail.com",
+    "root": "/rwthfs/rz/cluster/home/id929844/diffusion_project",
+    "host": "login18-g-1.hpc.itc.rwth-aachen.de",
+    "username": "id929844",
+    "executable": "/cvmfs/software.hpc.rwth.de/Linux/RH8/x86_64/intel/skylake_avx512/software/Python/3.10.4-GCCcore-11.3.0/bin/python",
+    "cpu_count": 48,
+    "cpu_count_logical": 48,
+    "cpu_freq": {
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\ No newline at end of file
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+2023-07-08 23:29:56,264 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
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+2023-07-08 23:29:57,264 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
+2023-07-08 23:29:58,044 DEBUG   HandlerThread:24434 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-08 23:29:58,265 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
+2023-07-08 23:29:58,988 DEBUG   HandlerThread:24434 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-08 23:29:59,266 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
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+2023-07-08 23:30:00,266 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
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+2023-07-08 23:30:01,267 INFO    Thread-12 :24434 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json
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+2023-07-08 23:30:17,479 DEBUG   SenderThread:24434 [sender.py:send():375] send: artifact
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+2023-07-08 23:30:20,289 INFO    SenderThread:24434 [dir_watcher.py:finish():365] shutting down directory watcher
+2023-07-08 23:30:21,279 INFO    SenderThread:24434 [dir_watcher.py:finish():395] scan: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files
+2023-07-08 23:30:21,279 INFO    SenderThread:24434 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/config.yaml config.yaml
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+2023-07-08 23:30:21,280 INFO    SenderThread:24434 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/requirements.txt requirements.txt
+2023-07-08 23:30:21,280 INFO    SenderThread:24434 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/wandb-summary.json wandb-summary.json
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+2023-07-08 23:30:21,291 INFO    SenderThread:24434 [file_pusher.py:finish():167] shutting down file pusher
+2023-07-08 23:30:21,738 INFO    wandb-upload_0:24434 [upload_job.py:push():137] Uploaded file /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/files/requirements.txt
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+2023-07-08 23:30:22,117 DEBUG   SenderThread:24434 [sender.py:send_request():402] send_request: defer
+2023-07-08 23:30:22,117 INFO    SenderThread:24434 [sender.py:send_request_defer():622] handle sender defer: 11
+2023-07-08 23:30:22,117 INFO    SenderThread:24434 [file_pusher.py:join():172] waiting for file pusher
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+2023-07-08 23:30:22,117 DEBUG   HandlerThread:24434 [handler.py:handle_request():144] handle_request: defer
+2023-07-08 23:30:22,117 INFO    HandlerThread:24434 [handler.py:handle_request_defer():170] handle defer: 12
+2023-07-08 23:30:22,117 DEBUG   SenderThread:24434 [sender.py:send_request():402] send_request: defer
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+2023-07-08 23:30:22,306 DEBUG   HandlerThread:24434 [handler.py:handle_request():144] handle_request: defer
+2023-07-08 23:30:22,306 INFO    HandlerThread:24434 [handler.py:handle_request_defer():170] handle defer: 13
+2023-07-08 23:30:22,306 DEBUG   SenderThread:24434 [sender.py:send_request():402] send_request: defer
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+2023-07-08 23:30:23,308 INFO    WriterThread:24434 [datastore.py:close():298] close: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/run-humans.wandb
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+2023-07-08 23:30:23,443 INFO    SenderThread:24434 [file_pusher.py:join():172] waiting for file pusher
diff --git a/wandb/run-20230708_232745-humans/logs/debug.log b/wandb/run-20230708_232745-humans/logs/debug.log
new file mode 100644
index 0000000..861c94e
--- /dev/null
+++ b/wandb/run-20230708_232745-humans/logs/debug.log
@@ -0,0 +1,38 @@
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+2023-07-08 23:27:45,427 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Configure stats pid to 16924
+2023-07-08 23:27:45,427 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Loading settings from /home/id929844/.config/wandb/settings
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Loading settings from /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/settings
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'main.py', 'program': '/rwthfs/rz/cluster/home/id929844/diffusion_project/main.py'}
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_init.py:_log_setup():507] Logging user logs to /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/logs/debug.log
+2023-07-08 23:27:45,428 INFO    MainThread:16924 [wandb_init.py:_log_setup():508] Logging internal logs to /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_232745-humans/logs/debug-internal.log
+2023-07-08 23:27:45,429 INFO    MainThread:16924 [wandb_init.py:init():547] calling init triggers
+2023-07-08 23:27:45,429 INFO    MainThread:16924 [wandb_init.py:init():554] wandb.init called with sweep_config: {}
+config: {}
+2023-07-08 23:27:45,429 INFO    MainThread:16924 [wandb_init.py:init():596] starting backend
+2023-07-08 23:27:45,429 INFO    MainThread:16924 [wandb_init.py:init():600] setting up manager
+2023-07-08 23:27:45,435 INFO    MainThread:16924 [backend.py:_multiprocessing_setup():106] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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+2023-07-08 23:27:46,182 INFO    MainThread:16924 [wandb_run.py:_on_init():2177] communicating current version
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+
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+2023-07-08 23:27:46,495 INFO    MainThread:16924 [wandb_run.py:_console_start():2158] atexit reg
+2023-07-08 23:27:46,495 INFO    MainThread:16924 [wandb_run.py:_redirect():2013] redirect: SettingsConsole.WRAP_RAW
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+2023-07-08 23:27:46,495 INFO    MainThread:16924 [wandb_run.py:_redirect():2103] Redirects installed.
+2023-07-08 23:27:46,496 INFO    MainThread:16924 [wandb_init.py:init():829] run started, returning control to user process
+2023-07-08 23:27:46,496 INFO    MainThread:16924 [wandb_config.py:__setitem__():151] config set learning_rate = 0.0001 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x1474039d78e0>>
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+2023-07-08 23:27:46,496 INFO    MainThread:16924 [wandb_config.py:__setitem__():151] config set optimizer = AdamW - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x1474039d78e0>>
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+2023-07-08 23:30:16,662 INFO    MainThread:16924 [wandb_run.py:_restore():2110] restore
+2023-07-08 23:30:16,663 INFO    MainThread:16924 [wandb_run.py:_restore():2116] restore done
+2023-07-08 23:30:23,445 INFO    MainThread:16924 [wandb_run.py:_footer_history_summary_info():3469] rendering history
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+2023-07-08 23:30:23,450 INFO    MainThread:16924 [wandb_run.py:_footer_sync_info():3428] logging synced files
diff --git a/wandb/run-20230708_232745-humans/run-humans.wandb b/wandb/run-20230708_232745-humans/run-humans.wandb
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diff --git a/wandb/run-20230708_233359-humans/files/config.yaml b/wandb/run-20230708_233359-humans/files/config.yaml
new file mode 100644
index 0000000..a1c7468
--- /dev/null
+++ b/wandb/run-20230708_233359-humans/files/config.yaml
@@ -0,0 +1,37 @@
+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.4
+    cli_version: 0.15.3
+    framework: torch
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1688852039.597313
+    t:
+      1:
+      - 1
+      - 41
+      - 55
+      2:
+      - 1
+      - 41
+      - 55
+      3:
+      - 2
+      - 5
+      - 13
+      - 14
+      - 19
+      - 23
+      4: 3.10.4
+      5: 0.15.3
+      8:
+      - 5
+optimizer:
+  desc: null
+  value: AdamW
+learning_rate:
+  desc: null
+  value: 0.0001
diff --git a/wandb/run-20230708_233359-humans/files/wandb-summary.json b/wandb/run-20230708_233359-humans/files/wandb-summary.json
new file mode 100644
index 0000000..bd4c840
--- /dev/null
+++ b/wandb/run-20230708_233359-humans/files/wandb-summary.json
@@ -0,0 +1 @@
+{"_step": 8568, "batch": 843, "epoch": 9, "_runtime": 3589.605794429779, "_timestamp": 1688855478.0541804, "learning_rate": 9.979864405611205e-05, "loss": 0.006437242031097412, "running_loss": 0.012675670010337863, "_wandb": {"runtime": 3588}}
\ No newline at end of file
diff --git a/wandb/run-20230708_233359-humans/logs/debug-internal.log b/wandb/run-20230708_233359-humans/logs/debug-internal.log
new file mode 100644
index 0000000..1910c46
--- /dev/null
+++ b/wandb/run-20230708_233359-humans/logs/debug-internal.log
@@ -0,0 +1,38453 @@
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+2023-07-09 00:00:11,368 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:00:11,663 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:11,975 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:12,592 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:14,454 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:15,498 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: stop_status
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+2023-07-09 00:00:20,374 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:20,431 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:00:20,697 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:21,318 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:21,435 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:00:21,947 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:22,280 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:22,440 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:00:22,594 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:23,448 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:00:23,891 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:37,477 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:37,552 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:00:37,778 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:38,094 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:42,802 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:43,922 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:45,040 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:47,347 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:48,897 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
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+2023-07-09 00:00:52,548 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:54,100 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:00:55,141 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: status_report
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+2023-07-09 00:00:58,017 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:00:58,435 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:00,236 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: status_report
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+2023-07-09 00:01:00,499 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: stop_status
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+2023-07-09 00:01:03,156 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:05,023 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:05,959 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:01:06,175 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: status_report
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+2023-07-09 00:01:08,493 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:11,524 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:12,813 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:13,651 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:14,559 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:17,832 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:18,451 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:19,387 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:20,630 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:01:21,452 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:01:21,550 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:03:18,262 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:03:19,326 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:03:20,433 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:04:45,528 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: stop_status
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+2023-07-09 00:04:47,787 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
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+2023-07-09 00:05:01,548 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:05:26,786 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:05:27,105 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:05:27,169 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:05:27,543 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:05:54,581 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:06:32,883 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:06:45,770 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:06:58,663 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:06:59,934 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:07:42,453 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:07:51,633 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:07:51,944 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:07:52,562 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:08:01,618 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:07,459 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:19:07,865 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
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+2023-07-09 00:19:08,217 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:08,481 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:08,558 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:09,345 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:10,656 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:11,128 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:11,508 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:19:13,536 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
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+2023-07-09 00:19:19,566 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:20,566 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:20,829 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:21,140 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:21,444 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:21,572 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:21,767 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:22,079 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:22,380 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:22,575 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:22,698 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:23,331 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:23,591 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:23,644 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:24,600 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
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+2023-07-09 00:19:25,838 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:29,766 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:35,942 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:37,821 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:38,767 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:41,585 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:43,767 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:43,780 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:46,792 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:19:47,517 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:47,804 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:47,816 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:48,816 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:19:48,833 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:19:49,816 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
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+2023-07-09 00:19:51,026 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
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+2023-07-09 00:31:15,547 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:15,778 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: stop_status
+2023-07-09 00:31:15,778 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: stop_status
+2023-07-09 00:31:15,804 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:15,852 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:15,915 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:15,915 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:15,920 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:16,163 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:16,163 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:16,163 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:16,175 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:16,470 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:16,471 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:16,471 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:16,483 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:16,784 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:16,784 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:16,785 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:16,796 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:16,804 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:17,098 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:17,098 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:17,098 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:17,110 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:17,401 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:17,401 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:17,401 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:17,420 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:17,721 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:17,721 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:17,722 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:17,733 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:17,810 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:17,987 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:17,987 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:17,987 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:18,006 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:18,055 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 00:31:18,055 DEBUG   SenderThread:232905 [sender.py:send():375] send: history
+2023-07-09 00:31:18,055 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 00:31:18,060 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:18,811 INFO    Thread-12 :232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:19,283 DEBUG   SenderThread:232905 [sender.py:send():375] send: telemetry
+2023-07-09 00:31:19,283 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: status_report
+2023-07-09 00:31:19,284 DEBUG   SenderThread:232905 [sender.py:send():375] send: exit
+2023-07-09 00:31:19,284 INFO    SenderThread:232905 [sender.py:send_exit():598] handling exit code: 1
+2023-07-09 00:31:19,284 INFO    SenderThread:232905 [sender.py:send_exit():600] handling runtime: 3588
+2023-07-09 00:31:19,291 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:19,292 INFO    SenderThread:232905 [sender.py:send_exit():606] send defer
+2023-07-09 00:31:19,292 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,292 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 0
+2023-07-09 00:31:19,292 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,292 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 0
+2023-07-09 00:31:19,292 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 1
+2023-07-09 00:31:19,292 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,292 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 1
+2023-07-09 00:31:19,292 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,292 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 1
+2023-07-09 00:31:19,292 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 2
+2023-07-09 00:31:19,292 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,292 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 2
+2023-07-09 00:31:19,292 INFO    HandlerThread:232905 [system_monitor.py:finish():190] Stopping system monitor
+2023-07-09 00:31:19,292 DEBUG   SystemMonitor:232905 [system_monitor.py:_start():166] Finished system metrics aggregation loop
+2023-07-09 00:31:19,292 DEBUG   SystemMonitor:232905 [system_monitor.py:_start():170] Publishing last batch of metrics
+2023-07-09 00:31:19,305 INFO    HandlerThread:232905 [interfaces.py:finish():202] Joined cpu monitor
+2023-07-09 00:31:19,305 INFO    HandlerThread:232905 [interfaces.py:finish():202] Joined disk monitor
+2023-07-09 00:31:19,384 INFO    HandlerThread:232905 [interfaces.py:finish():202] Joined gpu monitor
+2023-07-09 00:31:19,384 INFO    HandlerThread:232905 [interfaces.py:finish():202] Joined memory monitor
+2023-07-09 00:31:19,384 INFO    HandlerThread:232905 [interfaces.py:finish():202] Joined network monitor
+2023-07-09 00:31:19,384 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,384 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 2
+2023-07-09 00:31:19,384 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 3
+2023-07-09 00:31:19,384 DEBUG   SenderThread:232905 [sender.py:send():375] send: stats
+2023-07-09 00:31:19,385 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,385 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 3
+2023-07-09 00:31:19,385 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,385 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 3
+2023-07-09 00:31:19,385 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 4
+2023-07-09 00:31:19,385 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,385 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 4
+2023-07-09 00:31:19,385 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,385 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 4
+2023-07-09 00:31:19,385 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 5
+2023-07-09 00:31:19,385 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,385 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 5
+2023-07-09 00:31:19,385 DEBUG   SenderThread:232905 [sender.py:send():375] send: summary
+2023-07-09 00:31:19,390 INFO    SenderThread:232905 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 00:31:19,390 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,390 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 5
+2023-07-09 00:31:19,390 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 6
+2023-07-09 00:31:19,390 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,390 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 6
+2023-07-09 00:31:19,390 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,390 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 6
+2023-07-09 00:31:19,394 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: status_report
+2023-07-09 00:31:19,628 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 7
+2023-07-09 00:31:19,628 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,628 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 7
+2023-07-09 00:31:19,628 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,628 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 7
+2023-07-09 00:31:19,628 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 8
+2023-07-09 00:31:19,628 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,628 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 8
+2023-07-09 00:31:19,628 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,628 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 8
+2023-07-09 00:31:19,629 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 9
+2023-07-09 00:31:19,629 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,629 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 9
+2023-07-09 00:31:19,629 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,629 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 9
+2023-07-09 00:31:19,629 INFO    SenderThread:232905 [dir_watcher.py:finish():365] shutting down directory watcher
+2023-07-09 00:31:19,812 INFO    SenderThread:232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/config.yaml
+2023-07-09 00:31:19,812 INFO    SenderThread:232905 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:19,812 INFO    SenderThread:232905 [dir_watcher.py:finish():395] scan: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files
+2023-07-09 00:31:19,813 INFO    SenderThread:232905 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/config.yaml config.yaml
+2023-07-09 00:31:19,813 INFO    SenderThread:232905 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json wandb-summary.json
+2023-07-09 00:31:19,813 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 10
+2023-07-09 00:31:19,813 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:19,813 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 10
+2023-07-09 00:31:19,813 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:19,813 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 10
+2023-07-09 00:31:19,813 INFO    SenderThread:232905 [file_pusher.py:finish():167] shutting down file pusher
+2023-07-09 00:31:20,281 INFO    wandb-upload_0:232905 [upload_job.py:push():137] Uploaded file /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/config.yaml
+2023-07-09 00:31:20,285 INFO    wandb-upload_1:232905 [upload_job.py:push():137] Uploaded file /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/files/wandb-summary.json
+2023-07-09 00:31:20,287 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: poll_exit
+2023-07-09 00:31:20,288 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: poll_exit
+2023-07-09 00:31:20,485 INFO    Thread-11 (_thread_body):232905 [sender.py:transition_state():626] send defer: 11
+2023-07-09 00:31:20,485 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:20,485 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 11
+2023-07-09 00:31:20,485 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:20,486 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 11
+2023-07-09 00:31:20,486 INFO    SenderThread:232905 [file_pusher.py:join():172] waiting for file pusher
+2023-07-09 00:31:20,486 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 12
+2023-07-09 00:31:20,486 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:20,486 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 12
+2023-07-09 00:31:20,486 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:20,486 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 12
+2023-07-09 00:31:20,977 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 13
+2023-07-09 00:31:20,977 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:20,977 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 13
+2023-07-09 00:31:20,977 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:20,978 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 13
+2023-07-09 00:31:20,978 INFO    SenderThread:232905 [sender.py:transition_state():626] send defer: 14
+2023-07-09 00:31:20,978 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 00:31:20,978 INFO    HandlerThread:232905 [handler.py:handle_request_defer():170] handle defer: 14
+2023-07-09 00:31:20,978 DEBUG   SenderThread:232905 [sender.py:send():375] send: final
+2023-07-09 00:31:20,978 DEBUG   SenderThread:232905 [sender.py:send():375] send: footer
+2023-07-09 00:31:20,978 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: defer
+2023-07-09 00:31:20,978 INFO    SenderThread:232905 [sender.py:send_request_defer():622] handle sender defer: 14
+2023-07-09 00:31:20,979 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: poll_exit
+2023-07-09 00:31:20,979 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: poll_exit
+2023-07-09 00:31:20,979 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: server_info
+2023-07-09 00:31:20,979 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: get_summary
+2023-07-09 00:31:20,979 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: sampled_history
+2023-07-09 00:31:20,980 DEBUG   SenderThread:232905 [sender.py:send_request():402] send_request: server_info
+2023-07-09 00:31:21,242 DEBUG   HandlerThread:232905 [handler.py:handle_request():144] handle_request: shutdown
+2023-07-09 00:31:21,242 INFO    HandlerThread:232905 [handler.py:finish():842] shutting down handler
+2023-07-09 00:31:21,980 INFO    WriterThread:232905 [datastore.py:close():298] close: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/run-humans.wandb
+2023-07-09 00:31:22,242 INFO    SenderThread:232905 [sender.py:finish():1550] shutting down sender
+2023-07-09 00:31:22,242 INFO    SenderThread:232905 [file_pusher.py:finish():167] shutting down file pusher
+2023-07-09 00:31:22,242 INFO    SenderThread:232905 [file_pusher.py:join():172] waiting for file pusher
diff --git a/wandb/run-20230708_233359-humans/logs/debug.log b/wandb/run-20230708_233359-humans/logs/debug.log
new file mode 100644
index 0000000..478f1d1
--- /dev/null
+++ b/wandb/run-20230708_233359-humans/logs/debug.log
@@ -0,0 +1,39 @@
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Current SDK version is 0.15.3
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Configure stats pid to 232873
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Loading settings from /home/id929844/.config/wandb/settings
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Loading settings from /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/settings
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'main.py', 'program': '/rwthfs/rz/cluster/home/id929844/diffusion_project/main.py'}
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:_log_setup():507] Logging user logs to /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/logs/debug.log
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:_log_setup():508] Logging internal logs to /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230708_233359-humans/logs/debug-internal.log
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:init():547] calling init triggers
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:init():554] wandb.init called with sweep_config: {}
+config: {}
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:init():596] starting backend
+2023-07-08 23:33:59,577 INFO    MainThread:232873 [wandb_init.py:init():600] setting up manager
+2023-07-08 23:33:59,584 INFO    MainThread:232873 [backend.py:_multiprocessing_setup():106] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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+2023-07-08 23:33:59,604 INFO    MainThread:232873 [wandb_init.py:init():700] updated telemetry
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diff --git a/wandb/run-20230708_233359-humans/run-humans.wandb b/wandb/run-20230708_233359-humans/run-humans.wandb
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diff --git a/wandb/run-20230709_160458-humans/files/config.yaml b/wandb/run-20230709_160458-humans/files/config.yaml
new file mode 100644
index 0000000..7c2f036
--- /dev/null
+++ b/wandb/run-20230709_160458-humans/files/config.yaml
@@ -0,0 +1,37 @@
+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.4
+    cli_version: 0.15.3
+    framework: torch
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1688911498.388557
+    t:
+      1:
+      - 1
+      - 41
+      - 55
+      2:
+      - 1
+      - 41
+      - 55
+      3:
+      - 2
+      - 5
+      - 13
+      - 14
+      - 19
+      - 23
+      4: 3.10.4
+      5: 0.15.3
+      8:
+      - 5
+optimizer:
+  desc: null
+  value: AdamW
+learning_rate:
+  desc: null
+  value: 0.0001
diff --git a/wandb/run-20230709_160458-humans/files/wandb-summary.json b/wandb/run-20230709_160458-humans/files/wandb-summary.json
new file mode 100644
index 0000000..e4461f6
--- /dev/null
+++ b/wandb/run-20230709_160458-humans/files/wandb-summary.json
@@ -0,0 +1 @@
+{"loss": 0.01867721416056156, "_runtime": 4059.905727148056, "_timestamp": 1688911967.4497662, "running_loss": 0.047499893636495684, "learning_rate": 9.999798939653173e-05, "_step": 9413, "batch": 843, "epoch": 0, "_wandb": {"runtime": 4056}}
\ No newline at end of file
diff --git a/wandb/run-20230709_160458-humans/logs/debug-internal.log b/wandb/run-20230709_160458-humans/logs/debug-internal.log
new file mode 100644
index 0000000..a10f0e5
--- /dev/null
+++ b/wandb/run-20230709_160458-humans/logs/debug-internal.log
@@ -0,0 +1,4147 @@
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+2023-07-09 16:12:39,846 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:39,858 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:39,884 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:40,568 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:40,569 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:40,569 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:40,587 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:40,885 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:41,211 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:41,212 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:41,212 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:41,224 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:41,835 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:41,836 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:41,836 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:41,836 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: status_report
+2023-07-09 16:12:41,848 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:41,885 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:42,362 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:42,362 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:42,362 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:42,375 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:42,886 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:43,013 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:43,013 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:43,013 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:43,026 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:43,587 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:43,588 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:43,588 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:43,607 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:43,887 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:44,123 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:44,124 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:44,124 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:44,136 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:44,234 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: stop_status
+2023-07-09 16:12:44,234 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: stop_status
+2023-07-09 16:12:44,694 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:44,695 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:44,695 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:44,706 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:44,889 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:45,189 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:45,190 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:45,190 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:45,202 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:45,754 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:45,754 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:45,755 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:45,767 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:45,889 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:46,289 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:46,298 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:46,298 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:46,302 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:46,892 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:46,892 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:46,892 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:46,893 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: status_report
+2023-07-09 16:12:46,901 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:46,905 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:47,396 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:47,397 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:47,397 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:47,420 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:47,451 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: partial_history
+2023-07-09 16:12:47,451 DEBUG   SenderThread:245701 [sender.py:send():375] send: history
+2023-07-09 16:12:47,452 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: summary_record
+2023-07-09 16:12:47,456 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:47,901 INFO    Thread-12 :245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:48,045 DEBUG   SenderThread:245701 [sender.py:send():375] send: telemetry
+2023-07-09 16:12:48,046 DEBUG   SenderThread:245701 [sender.py:send():375] send: exit
+2023-07-09 16:12:48,047 INFO    SenderThread:245701 [sender.py:send_exit():598] handling exit code: 1
+2023-07-09 16:12:48,047 INFO    SenderThread:245701 [sender.py:send_exit():600] handling runtime: 4056
+2023-07-09 16:12:48,055 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:48,055 INFO    SenderThread:245701 [sender.py:send_exit():606] send defer
+2023-07-09 16:12:48,055 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,056 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 0
+2023-07-09 16:12:48,056 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,056 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 0
+2023-07-09 16:12:48,056 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 1
+2023-07-09 16:12:48,056 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,056 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 1
+2023-07-09 16:12:48,056 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,056 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 1
+2023-07-09 16:12:48,056 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 2
+2023-07-09 16:12:48,056 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,056 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 2
+2023-07-09 16:12:48,056 INFO    HandlerThread:245701 [system_monitor.py:finish():190] Stopping system monitor
+2023-07-09 16:12:48,056 DEBUG   SystemMonitor:245701 [system_monitor.py:_start():166] Finished system metrics aggregation loop
+2023-07-09 16:12:48,056 DEBUG   SystemMonitor:245701 [system_monitor.py:_start():170] Publishing last batch of metrics
+2023-07-09 16:12:48,068 INFO    HandlerThread:245701 [interfaces.py:finish():202] Joined cpu monitor
+2023-07-09 16:12:48,068 INFO    HandlerThread:245701 [interfaces.py:finish():202] Joined disk monitor
+2023-07-09 16:12:48,151 INFO    HandlerThread:245701 [interfaces.py:finish():202] Joined gpu monitor
+2023-07-09 16:12:48,152 INFO    HandlerThread:245701 [interfaces.py:finish():202] Joined memory monitor
+2023-07-09 16:12:48,152 INFO    HandlerThread:245701 [interfaces.py:finish():202] Joined network monitor
+2023-07-09 16:12:48,152 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,152 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 2
+2023-07-09 16:12:48,152 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 3
+2023-07-09 16:12:48,152 DEBUG   SenderThread:245701 [sender.py:send():375] send: stats
+2023-07-09 16:12:48,153 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,153 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 3
+2023-07-09 16:12:48,153 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,153 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 3
+2023-07-09 16:12:48,153 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 4
+2023-07-09 16:12:48,153 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,153 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 4
+2023-07-09 16:12:48,153 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,153 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 4
+2023-07-09 16:12:48,153 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 5
+2023-07-09 16:12:48,153 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,153 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 5
+2023-07-09 16:12:48,153 DEBUG   SenderThread:245701 [sender.py:send():375] send: summary
+2023-07-09 16:12:48,158 INFO    SenderThread:245701 [sender.py:_save_file():1378] saving file wandb-summary.json with policy end
+2023-07-09 16:12:48,158 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,158 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 5
+2023-07-09 16:12:48,158 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 6
+2023-07-09 16:12:48,159 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,159 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 6
+2023-07-09 16:12:48,159 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,159 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 6
+2023-07-09 16:12:48,164 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: status_report
+2023-07-09 16:12:48,336 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 7
+2023-07-09 16:12:48,336 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,336 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 7
+2023-07-09 16:12:48,336 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,336 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 7
+2023-07-09 16:12:48,336 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 8
+2023-07-09 16:12:48,336 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,336 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 8
+2023-07-09 16:12:48,337 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,337 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 8
+2023-07-09 16:12:48,337 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 9
+2023-07-09 16:12:48,337 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,337 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 9
+2023-07-09 16:12:48,337 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,337 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 9
+2023-07-09 16:12:48,337 INFO    SenderThread:245701 [dir_watcher.py:finish():365] shutting down directory watcher
+2023-07-09 16:12:48,902 INFO    SenderThread:245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/config.yaml
+2023-07-09 16:12:48,902 INFO    SenderThread:245701 [dir_watcher.py:_on_file_modified():295] file/dir modified: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:48,902 INFO    SenderThread:245701 [dir_watcher.py:finish():395] scan: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files
+2023-07-09 16:12:48,903 INFO    SenderThread:245701 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/config.yaml config.yaml
+2023-07-09 16:12:48,903 INFO    SenderThread:245701 [dir_watcher.py:finish():409] scan save: /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json wandb-summary.json
+2023-07-09 16:12:48,903 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 10
+2023-07-09 16:12:48,903 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:48,903 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 10
+2023-07-09 16:12:48,904 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:48,904 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 10
+2023-07-09 16:12:48,904 INFO    SenderThread:245701 [file_pusher.py:finish():167] shutting down file pusher
+2023-07-09 16:12:49,048 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: poll_exit
+2023-07-09 16:12:49,048 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: poll_exit
+2023-07-09 16:12:49,372 INFO    wandb-upload_0:245701 [upload_job.py:push():137] Uploaded file /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/config.yaml
+2023-07-09 16:12:49,422 INFO    wandb-upload_1:245701 [upload_job.py:push():137] Uploaded file /rwthfs/rz/cluster/home/id929844/diffusion_project/wandb/run-20230709_160458-humans/files/wandb-summary.json
+2023-07-09 16:12:49,622 INFO    Thread-11 (_thread_body):245701 [sender.py:transition_state():626] send defer: 11
+2023-07-09 16:12:49,622 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:49,622 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 11
+2023-07-09 16:12:49,622 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:49,622 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 11
+2023-07-09 16:12:49,622 INFO    SenderThread:245701 [file_pusher.py:join():172] waiting for file pusher
+2023-07-09 16:12:49,622 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 12
+2023-07-09 16:12:49,623 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:49,623 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 12
+2023-07-09 16:12:49,623 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:49,623 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 12
+2023-07-09 16:12:50,048 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: poll_exit
+2023-07-09 16:12:50,104 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 13
+2023-07-09 16:12:50,104 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: poll_exit
+2023-07-09 16:12:50,104 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:50,104 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 13
+2023-07-09 16:12:50,105 DEBUG   SenderThread:245701 [sender.py:send_request():402] send_request: defer
+2023-07-09 16:12:50,105 INFO    SenderThread:245701 [sender.py:send_request_defer():622] handle sender defer: 13
+2023-07-09 16:12:50,105 INFO    SenderThread:245701 [sender.py:transition_state():626] send defer: 14
+2023-07-09 16:12:50,105 DEBUG   HandlerThread:245701 [handler.py:handle_request():144] handle_request: defer
+2023-07-09 16:12:50,105 INFO    HandlerThread:245701 [handler.py:handle_request_defer():170] handle defer: 14
+2023-07-09 16:12:50,105 DEBUG   SenderThread:245701 [sender.py:send():375] send: final
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diff --git a/wandb/run-20230709_160458-humans/logs/debug.log b/wandb/run-20230709_160458-humans/logs/debug.log
new file mode 100644
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diff --git a/wandb/run-20230709_160458-humans/run-humans.wandb b/wandb/run-20230709_160458-humans/run-humans.wandb
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diff --git a/wandb/wandb-resume.json b/wandb/wandb-resume.json
new file mode 100644
index 0000000..23e13a9
--- /dev/null
+++ b/wandb/wandb-resume.json
@@ -0,0 +1 @@
+{"run_id": "humans"}
\ No newline at end of file
-- 
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