From 9885efd3667dec1918b407f5edaf4dda2f4af2c0 Mon Sep 17 00:00:00 2001
From: UltralyticsAssistant <web@ultralytics.com>
Date: Thu, 20 Jun 2024 20:35:29 +0000
Subject: [PATCH] Auto-format by https://ultralytics.com/actions

---
 README.md                           | 3 ++-
 benchmark/evaluate_famous_models.py | 3 ++-
 benchmark/evaluate_rnn_models.py    | 1 +
 tests/test_conv2d.py                | 1 +
 tests/test_matmul.py                | 1 +
 tests/test_relu.py                  | 1 +
 6 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 3cfa21e..7267aff 100644
--- a/README.md
+++ b/README.md
@@ -34,9 +34,10 @@ pip install --upgrade git+https://github.com/ultralytics/thop.git
 To profile a model, you can use the following example:
 
 ```python
+import torch
 from torchvision.models import resnet50
+
 from thop import profile
-import torch
 
 model = resnet50()
 input = torch.randn(1, 3, 224, 224)
diff --git a/benchmark/evaluate_famous_models.py b/benchmark/evaluate_famous_models.py
index f36615c..f641bda 100644
--- a/benchmark/evaluate_famous_models.py
+++ b/benchmark/evaluate_famous_models.py
@@ -1,7 +1,8 @@
 import torch
-from thop.profile import profile
 from torchvision import models
 
+from thop.profile import profile
+
 model_names = sorted(
     name
     for name in models.__dict__
diff --git a/benchmark/evaluate_rnn_models.py b/benchmark/evaluate_rnn_models.py
index 2c5060a..d1fad55 100644
--- a/benchmark/evaluate_rnn_models.py
+++ b/benchmark/evaluate_rnn_models.py
@@ -1,5 +1,6 @@
 import torch
 import torch.nn as nn
+
 from thop.profile import profile
 
 input_size = 160
diff --git a/tests/test_conv2d.py b/tests/test_conv2d.py
index 6e3f974..e058e25 100644
--- a/tests/test_conv2d.py
+++ b/tests/test_conv2d.py
@@ -1,5 +1,6 @@
 import torch
 import torch.nn as nn
+
 from thop import profile
 
 
diff --git a/tests/test_matmul.py b/tests/test_matmul.py
index e0688b2..83cc361 100644
--- a/tests/test_matmul.py
+++ b/tests/test_matmul.py
@@ -1,5 +1,6 @@
 import torch
 import torch.nn as nn
+
 from thop import profile
 
 
diff --git a/tests/test_relu.py b/tests/test_relu.py
index ec916a6..88739e6 100644
--- a/tests/test_relu.py
+++ b/tests/test_relu.py
@@ -1,5 +1,6 @@
 import torch
 import torch.nn as nn
+
 from thop import profile