diff --git a/.gitignore b/.gitignore
index 9183153..301de84 100644
--- a/.gitignore
+++ b/.gitignore
@@ -19,3 +19,5 @@ scripts/data
 *.pytest_cache/
 *.DS_Store
 blades/run_alie.sh
+.vscode
+.vscode-upload.json
\ No newline at end of file
diff --git a/.vscode-upload.json b/.vscode-upload.json
deleted file mode 100644
index 19fe1aa..0000000
--- a/.vscode-upload.json
+++ /dev/null
@@ -1,13 +0,0 @@
-[
-  {
-    "name": "",
-    "host": "",
-    "port": 22,
-    "username": "",
-    "password": "",
-    "remotePath": "",
-    "localPath": "",
-    "disable": false,
-    "private_key": "~/.ssh/id_rsa"
-  }
-]
diff --git a/.vscode/launch.json b/.vscode/launch.json
deleted file mode 100644
index 07a5188..0000000
--- a/.vscode/launch.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  // Use IntelliSense to learn about possible attributes.
-  // Hover to view descriptions of existing attributes.
-  // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
-  "version": "0.2.0",
-  "configurations": [
-    {
-      "name": "Python: Current File",
-      "type": "python",
-      "request": "launch",
-      "program": "${file}",
-      "console": "integratedTerminal",
-      "justMyCode": true
-    }
-  ]
-}
diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index 5053347..0000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1,21 +0,0 @@
-{
-  "esbonio.sphinx.confDir": "",
-  "python.formatting.provider": "black",
-  "editor.rulers": [
-    88
-  ],
-  "editor.defaultFormatter": "ms-python.black-formatter",
-  "editor.formatOnSave": true,
-  "python.linting.pylintEnabled": true,
-  "python.linting.pylintArgs": [
-    "--enable=W0614",
-    "--disable=C0114",
-    "--generated-members=numpy.* ,torch.*"
-  ],
-  "python.analysis.extraPaths": [
-    "./fedlib/communication"
-  ],
-  "[python]": {
-    "editor.defaultFormatter": "ms-python.black-formatter"
-  }
-}
diff --git a/docs/source/images/arch.png b/docs/source/images/arch.png
deleted file mode 100644
index 2d8d924..0000000
Binary files a/docs/source/images/arch.png and /dev/null differ
diff --git a/docs/source/images/cifar10.pdf b/docs/source/images/cifar10.pdf
deleted file mode 100644
index 1f5b49e..0000000
Binary files a/docs/source/images/cifar10.pdf and /dev/null differ
diff --git a/docs/source/images/fashion_mnist.pdf b/docs/source/images/fashion_mnist.pdf
deleted file mode 100644
index f180195..0000000
Binary files a/docs/source/images/fashion_mnist.pdf and /dev/null differ