From 519caaa2080daf552b2b12dbbc7d32e721be5589 Mon Sep 17 00:00:00 2001
From: ishnoor singh <m22aie233@iitj.ac.in>
Date: Tue, 12 Sep 2023 23:31:55 +0530
Subject: [PATCH 1/4] adding train.py changes

---
 .gitignore                                   |   1 +
 dataset/__pycache__/cifar10.cpython-38.pyc   | Bin 0 -> 6195 bytes
 dataset/__pycache__/cifar10.cpython-39.pyc   | Bin 0 -> 6157 bytes
 freeze                                       |   0
 models/__pycache__/wideresnet.cpython-38.pyc | Bin 0 -> 3800 bytes
 models/__pycache__/wideresnet.cpython-39.pyc | Bin 0 -> 3776 bytes
 requirements.txt                             |   6 ++++++
 train.py                                     |   5 +++--
 utils/__pycache__/__init__.cpython-38.pyc    | Bin 0 -> 430 bytes
 utils/__pycache__/__init__.cpython-39.pyc    | Bin 0 -> 430 bytes
 utils/__pycache__/eval.cpython-38.pyc        | Bin 0 -> 767 bytes
 utils/__pycache__/eval.cpython-39.pyc        | Bin 0 -> 767 bytes
 utils/__pycache__/logger.cpython-38.pyc      | Bin 0 -> 4249 bytes
 utils/__pycache__/logger.cpython-39.pyc      | Bin 0 -> 4240 bytes
 utils/__pycache__/misc.cpython-38.pyc        | Bin 0 -> 2806 bytes
 utils/__pycache__/misc.cpython-39.pyc        | Bin 0 -> 2826 bytes
 16 files changed, 10 insertions(+), 2 deletions(-)
 create mode 100644 .gitignore
 create mode 100644 dataset/__pycache__/cifar10.cpython-38.pyc
 create mode 100644 dataset/__pycache__/cifar10.cpython-39.pyc
 create mode 100644 freeze
 create mode 100644 models/__pycache__/wideresnet.cpython-38.pyc
 create mode 100644 models/__pycache__/wideresnet.cpython-39.pyc
 create mode 100644 requirements.txt
 create mode 100644 utils/__pycache__/__init__.cpython-38.pyc
 create mode 100644 utils/__pycache__/__init__.cpython-39.pyc
 create mode 100644 utils/__pycache__/eval.cpython-38.pyc
 create mode 100644 utils/__pycache__/eval.cpython-39.pyc
 create mode 100644 utils/__pycache__/logger.cpython-38.pyc
 create mode 100644 utils/__pycache__/logger.cpython-39.pyc
 create mode 100644 utils/__pycache__/misc.cpython-38.pyc
 create mode 100644 utils/__pycache__/misc.cpython-39.pyc

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..adbb97d
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+data/
\ No newline at end of file
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diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..a9c4fc5
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+torch==1.4
+torchvision==0.2.2
+tensorboardX
+progress
+matplotlib
+numpy
diff --git a/train.py b/train.py
index 5c7905e..ea12efc 100644
--- a/train.py
+++ b/train.py
@@ -200,10 +200,11 @@ def train(labeled_trainloader, unlabeled_trainloader, model, optimizer, ema_opti
     model.train()
     for batch_idx in range(args.train_iteration):
         try:
-            inputs_x, targets_x = labeled_train_iter.next()
+            labeled_train_iter = iter(labeled_trainloader)
         except:
             labeled_train_iter = iter(labeled_trainloader)
-            inputs_x, targets_x = labeled_train_iter.next()
+            inputs_x, targets_x = next(labeled_train_iter)
+
 
         try:
             (inputs_u, inputs_u2), _ = unlabeled_train_iter.next()
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From b342e0fa465d1dd46425ceb57eca14d3ebb60ee5 Mon Sep 17 00:00:00 2001
From: ishnoor-singh2 <48507803+ishnoor-singh2@users.noreply.github.com>
Date: Tue, 12 Sep 2023 23:48:22 +0530
Subject: [PATCH 2/4] Update train.py

---
 train.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/train.py b/train.py
index ea12efc..002349b 100644
--- a/train.py
+++ b/train.py
@@ -207,10 +207,11 @@ def train(labeled_trainloader, unlabeled_trainloader, model, optimizer, ema_opti
 
 
         try:
-            (inputs_u, inputs_u2), _ = unlabeled_train_iter.next()
+            (inputs_u, inputs_u2), _ = next(unlabeled_train_iter)
         except:
             unlabeled_train_iter = iter(unlabeled_trainloader)
-            (inputs_u, inputs_u2), _ = unlabeled_train_iter.next()
+            (inputs_u, inputs_u2), _ = next(unlabeled_train_iter)
+
 
         # measure data loading time
         data_time.update(time.time() - end)

From 8f822b701b0ef0d63259b62012241b4f7a5f0640 Mon Sep 17 00:00:00 2001
From: ishnoor-singh2 <48507803+ishnoor-singh2@users.noreply.github.com>
Date: Tue, 12 Sep 2023 23:58:21 +0530
Subject: [PATCH 3/4] Update train.py

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index 002349b..f7a825e 100644
--- a/train.py
+++ b/train.py
@@ -200,7 +200,7 @@ def train(labeled_trainloader, unlabeled_trainloader, model, optimizer, ema_opti
     model.train()
     for batch_idx in range(args.train_iteration):
         try:
-            labeled_train_iter = iter(labeled_trainloader)
+            inputs_x, targets_x = next(labeled_train_iter)
         except:
             labeled_train_iter = iter(labeled_trainloader)
             inputs_x, targets_x = next(labeled_train_iter)

From c70094f6b4f5845f2dcec8563e2a85111d106060 Mon Sep 17 00:00:00 2001
From: ishnoor-singh2 <48507803+ishnoor-singh2@users.noreply.github.com>
Date: Wed, 13 Sep 2023 00:06:35 +0530
Subject: [PATCH 4/4] Update eval.py

---
 utils/eval.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/utils/eval.py b/utils/eval.py
index 5051350..5b84c88 100644
--- a/utils/eval.py
+++ b/utils/eval.py
@@ -13,6 +13,6 @@ def accuracy(output, target, topk=(1,)):
 
     res = []
     for k in topk:
-        correct_k = correct[:k].view(-1).float().sum(0)
+        correct_k = correct[:k].reshape(-1).float().sum(0)
         res.append(correct_k.mul_(100.0 / batch_size))
-    return res
\ No newline at end of file
+    return res