From 6d62350631f3bcb03a22f914a1c3061521aec16a Mon Sep 17 00:00:00 2001
From: learner2468 <19853611996@163.com>
Date: Tue, 5 Dec 2023 17:10:46 +0800
Subject: [PATCH] Change function name and add dev doc

---
 examples/python/paddle_densenet.py  |  4 ++--
 examples/python/paddle_inception.py |  4 ++--
 examples/python/paddle_model_dev.md | 23 +++++++++++++++++++++++
 examples/python/paddle_resnet.py    |  4 ++--
 4 files changed, 29 insertions(+), 6 deletions(-)
 create mode 100644 examples/python/paddle_model_dev.md

diff --git a/examples/python/paddle_densenet.py b/examples/python/paddle_densenet.py
index 1c8c15fc..035de193 100644
--- a/examples/python/paddle_densenet.py
+++ b/examples/python/paddle_densenet.py
@@ -7,7 +7,7 @@ from pyinfinitensor.onnx import OnnxStub, backend
 import onnx
 import itertools
 
-def run_mnist_train_and_infer():
+def run_cifar_train_and_infer():
     
     paddle.device.set_device("gpu")
 
@@ -78,4 +78,4 @@ def run_mnist_train_and_infer():
 
 
 if __name__ == "__main__":
-    run_mnist_train_and_infer()
\ No newline at end of file
+    run_cifar_train_and_infer()
\ No newline at end of file
diff --git a/examples/python/paddle_inception.py b/examples/python/paddle_inception.py
index 97341a3c..16b70505 100644
--- a/examples/python/paddle_inception.py
+++ b/examples/python/paddle_inception.py
@@ -6,7 +6,7 @@ from pyinfinitensor.onnx import OnnxStub, backend
 import onnx
 import itertools
 
-def run_mnist_train_and_infer():
+def run_cifar_train_and_infer():
     
     paddle.device.set_device("gpu")
 
@@ -78,4 +78,4 @@ def run_mnist_train_and_infer():
 
 
 if __name__ == "__main__":
-    run_mnist_train_and_infer() 
\ No newline at end of file
+    run_cifar_train_and_infer() 
\ No newline at end of file
diff --git a/examples/python/paddle_model_dev.md b/examples/python/paddle_model_dev.md
new file mode 100644
index 00000000..65aee897
--- /dev/null
+++ b/examples/python/paddle_model_dev.md
@@ -0,0 +1,23 @@
+## Description
+
+This is a doc to tell you how to run paddle*.py in your machine. If your model run on other machines except Nvidia, you may need to make some change.
+
+## What do we do in paddle*.py files?
+
+1. Train model and evalute model with Cifar10 dataset
+
+2. Export paddle model to onnx model
+
+3. Load onnx model, nfer with InfiniTensor and 
+
+## Command
+
+1. Go to `/examples/python` folder 
+
+2. Run the following command
+   
+   1. ```
+      python paddle_resnet.py
+      python paddle_densenet.py
+      python paddle_inception.py
+      ```
diff --git a/examples/python/paddle_resnet.py b/examples/python/paddle_resnet.py
index 93f19b58..bfd1e946 100644
--- a/examples/python/paddle_resnet.py
+++ b/examples/python/paddle_resnet.py
@@ -8,7 +8,7 @@ import onnx
 import itertools
 from paddle.vision.models.resnet import BasicBlock
 
-def run_mnist_train_and_infer():
+def run_cifar_train_and_infer():
     
     paddle.device.set_device("gpu")
 
@@ -79,4 +79,4 @@ def run_mnist_train_and_infer():
 
 
 if __name__ == "__main__":
-    run_mnist_train_and_infer()
\ No newline at end of file
+    run_cifar_train_and_infer()
\ No newline at end of file