diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000..35410ca
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,8 @@
+# 默认忽略的文件
+/shelf/
+/workspace.xml
+# 基于编辑器的 HTTP 客户端请求
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/.idea/gansformer.iml b/.idea/gansformer.iml
new file mode 100644
index 0000000..8a05c6e
--- /dev/null
+++ b/.idea/gansformer.iml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="GOOGLE" />
+    <option name="myDocStringFormat" value="Google" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000..87f0706
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,48 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="35">
+            <item index="0" class="java.lang.String" itemvalue="scikit-image" />
+            <item index="1" class="java.lang.String" itemvalue="tqdm" />
+            <item index="2" class="java.lang.String" itemvalue="scipy" />
+            <item index="3" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="4" class="java.lang.String" itemvalue="torch" />
+            <item index="5" class="java.lang.String" itemvalue="numpy" />
+            <item index="6" class="java.lang.String" itemvalue="torchvision" />
+            <item index="7" class="java.lang.String" itemvalue="opencv" />
+            <item index="8" class="java.lang.String" itemvalue="pytorch" />
+            <item index="9" class="java.lang.String" itemvalue="graphviz" />
+            <item index="10" class="java.lang.String" itemvalue="Pillow" />
+            <item index="11" class="java.lang.String" itemvalue="pbr" />
+            <item index="12" class="java.lang.String" itemvalue="protobuf" />
+            <item index="13" class="java.lang.String" itemvalue="subprocess32" />
+            <item index="14" class="java.lang.String" itemvalue="tensorflow-tensorboard" />
+            <item index="15" class="java.lang.String" itemvalue="html5lib" />
+            <item index="16" class="java.lang.String" itemvalue="six" />
+            <item index="17" class="java.lang.String" itemvalue="Werkzeug" />
+            <item index="18" class="java.lang.String" itemvalue="PyYAML" />
+            <item index="19" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="20" class="java.lang.String" itemvalue="funcsigs" />
+            <item index="21" class="java.lang.String" itemvalue="tensorflow" />
+            <item index="22" class="java.lang.String" itemvalue="backports.functools-lru-cache" />
+            <item index="23" class="java.lang.String" itemvalue="bleach" />
+            <item index="24" class="java.lang.String" itemvalue="tensorboardX" />
+            <item index="25" class="java.lang.String" itemvalue="mock" />
+            <item index="26" class="java.lang.String" itemvalue="olefile" />
+            <item index="27" class="java.lang.String" itemvalue="pytz" />
+            <item index="28" class="java.lang.String" itemvalue="pyparsing" />
+            <item index="29" class="java.lang.String" itemvalue="Markdown" />
+            <item index="30" class="java.lang.String" itemvalue="easydict" />
+            <item index="31" class="java.lang.String" itemvalue="seaborn" />
+            <item index="32" class="java.lang.String" itemvalue="lmdb" />
+            <item index="33" class="java.lang.String" itemvalue="tensorflow-gpu" />
+            <item index="34" class="java.lang.String" itemvalue="torchaudio" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..2b7c733
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.7 (ogb)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..67baa41
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/gansformer.iml" filepath="$PROJECT_DIR$/.idea/gansformer.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..94a25f7
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/pytorch_version/training/training_loop.py b/pytorch_version/training/training_loop.py
index c7a30dc..4548ec4 100644
--- a/pytorch_version/training/training_loop.py
+++ b/pytorch_version/training/training_loop.py
@@ -55,7 +55,7 @@ def fetch_data(dataset, dataset_iter, input_shape, drange_net, device, batches_n
         real_c = real_c.to(device).split(batch_gpu)
 
         gen_zs = torch.randn([batches_num * batch_size, *input_shape[1:]], device = device)
-        gen_zs = [gen_zs.split(batch_gpu) for gen_z in gen_zs.split(batch_size)]
+        gen_zs = [gen_z.split(batch_gpu) for gen_z in gen_zs.split(batch_size)]
 
         gen_cs = [dataset.get_label(np.random.randint(len(dataset))) for _ in range(batches_num * batch_size)]
         gen_cs = torch.from_numpy(np.stack(gen_cs)).pin_memory().to(device)