diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..cd42fc4
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,102 @@
+{
+  "version": "0.2.0",
+  "configurations": [
+    {
+      "name": "mnist/main",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "${workspaceFolder}/out/main",
+      "args": [
+        "train",
+        "--images",
+        "${workspaceFolder}/data/mnist/train-images-idx3-ubyte",
+        "--labels",
+        "${workspaceFolder}/data/mnist/train-labels-idx1-ubyte",
+        "--out",
+        "${workspaceFolder}/.test-cache/reseau.bin"
+      ],
+      "stopAtEntry": false,
+      "cwd": "${workspaceFolder}",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+      "miDebuggerPath": "/usr/bin/gdb",
+      "setupCommands": [
+        {
+          "description": "Enable pretty-printing for gdb",
+          "text": "-enable-pretty-printing",
+          "ignoreFailures": false
+        }
+      ],
+      "preLaunchTask": "build"
+    },
+    {
+      "name": "mnist/preview",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "${workspaceFolder}/out/preview",
+      "args": [
+        "images",
+        "labels"
+      ],
+      "stopAtEntry": false,
+      "cwd": "${workspaceFolder}",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+      "miDebuggerPath": "/usr/bin/gdb",
+      "setupCommands": [
+        {
+          "description": "Enable pretty-printing for gdb",
+          "text": "-enable-pretty-printing",
+          "ignoreFailures": false
+        }
+      ],
+      "preLaunchTask": "build"
+    },
+    {
+      "name": "cnn/main",
+      "type": "cppdbg",
+      "request": "launch",
+      "program": "${workspaceFolder}/out/cnn_main",
+      "args": [],
+      "stopAtEntry": true,
+      "cwd": "${workspaceFolder}",
+      "environment": [],
+      "externalConsole": false,
+      "MIMode": "gdb",
+      "miDebuggerPath": "/usr/bin/gdb",
+      "setupCommands": [
+        {
+          "description": "Enable pretty-printing for gdb",
+          "text": "-enable-pretty-printing",
+          "ignoreFailures": false
+        }
+      ],
+      "preLaunchTask": "build"
+    },
+    {
+      "name": "C/C++ Runner: Debug Session",
+      "type": "cppdbg",
+      "request": "launch",
+      "args": [
+        ""
+      ],
+      "stopAtEntry": false,
+      "cwd": "/home/augustin64/Documents/tipe/projet-tipe",
+      "environment": [],
+      "program": "/home/augustin64/Documents/tipe/projet-tipe/build/Debug/outDebug",
+      "internalConsoleOptions": "openOnSessionStart",
+      "MIMode": "gdb",
+      "miDebuggerPath": "/usr/bin/gdb",
+      "externalConsole": false,
+      "setupCommands": [
+        {
+          "description": "Enable pretty-printing for gdb",
+          "text": "-enable-pretty-printing",
+          "ignoreFailures": true
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 0000000..35d9ce9
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,60 @@
+{
+    "tasks": [
+        {
+            "type": "cppbuild",
+            "label": "C/C++: gcc générer le fichier actif",
+            "command": "/usr/bin/gcc",
+            "args": [
+                "-fdiagnostics-color=always",
+                "-g",
+                "${file}",
+                "-o",
+                "${workspaceFolder}/out/${fileBasenameNoExtension}",
+                "-lm",
+                "-lpthread",
+                "-std=c99",
+                "-Wall",
+                "-Wextra"
+            ],
+            "options": {
+                "cwd": "${fileDirname}"
+            },
+            "problemMatcher": [
+                "$gcc"
+            ],
+            "group": {
+                "kind": "build",
+                "isDefault": true
+            },
+            "detail": "Tâche générée par le débogueur."
+        },
+        {
+            "type": "build",
+            "label": "C: gcc générer le fichier actif",
+            "command": "gcc",
+            "args": [
+                "-g",
+                "${file}",
+                "-o",
+                "${workspaceFolder}/out/${fileBasenameNoExtension}",
+                "-lm",
+                "-lpthread",
+                "-std=c99",
+                "-Wall",
+                "-Wextra"
+            ],
+            "options": {
+                "cwd": "${fileDirname}"
+            },
+            "problemMatcher": [
+                "$gcc"
+            ],
+            "group": {
+                "kind": "build",
+                "isDefault": true
+            },
+            "detail": "Tâche générée par le débogueur."
+        }
+    ],
+    "version": "2.0.0"
+}
\ No newline at end of file