From c3c2683a13cde94d4d99f523cf4170384b00c34c Mon Sep 17 00:00:00 2001
From: Alexander Seiler <seileralex@gmail.com>
Date: Thu, 27 Apr 2023 11:13:12 +0200
Subject: [PATCH] Correct some typos (#62)

Signed-off-by: Alexander Seiler <seileralex@gmail.com>
---
 dinov2/loss/dino_clstoken_loss.py | 2 +-
 dinov2/loss/ibot_patch_loss.py    | 2 +-
 dinov2/utils/utils.py             | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/dinov2/loss/dino_clstoken_loss.py b/dinov2/loss/dino_clstoken_loss.py
index 77ff4ed..2f33897 100644
--- a/dinov2/loss/dino_clstoken_loss.py
+++ b/dinov2/loss/dino_clstoken_loss.py
@@ -58,7 +58,7 @@ class DINOLoss(nn.Module):
             Q /= torch.sum(Q, dim=0, keepdim=True)
             Q /= B
 
-        Q *= B  # the colomns must sum to 1 so that Q is an assignment
+        Q *= B  # the columns must sum to 1 so that Q is an assignment
         return Q.t()
 
     def forward(self, student_output_list, teacher_out_softmaxed_centered_list):
diff --git a/dinov2/loss/ibot_patch_loss.py b/dinov2/loss/ibot_patch_loss.py
index 135eb61..16bc5cf 100644
--- a/dinov2/loss/ibot_patch_loss.py
+++ b/dinov2/loss/ibot_patch_loss.py
@@ -87,7 +87,7 @@ class iBOTPatchLoss(nn.Module):
             Q /= torch.sum(Q, dim=0, keepdim=True)
             Q /= B
 
-        Q *= B  # the colomns must sum to 1 so that Q is an assignment
+        Q *= B  # the columns must sum to 1 so that Q is an assignment
         return Q.t()
 
     def forward(self, student_patch_tokens, teacher_patch_tokens, student_masks_flat):
diff --git a/dinov2/utils/utils.py b/dinov2/utils/utils.py
index 1d57f17..53e63eb 100644
--- a/dinov2/utils/utils.py
+++ b/dinov2/utils/utils.py
@@ -57,7 +57,7 @@ def get_sha():
         sha = _run(["git", "rev-parse", "HEAD"])
         subprocess.check_output(["git", "diff"], cwd=cwd)
         diff = _run(["git", "diff-index", "HEAD"])
-        diff = "has uncommited changes" if diff else "clean"
+        diff = "has uncommitted changes" if diff else "clean"
         branch = _run(["git", "rev-parse", "--abbrev-ref", "HEAD"])
     except Exception:
         pass
-- 
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