diff --git a/jupyter.tf b/jupyter.tf
index 3deceed..05dc6bf 100644
--- a/jupyter.tf
+++ b/jupyter.tf
@@ -1,12 +1,16 @@
-# module "jupyter" {
-#   name   = "jupyter"
-#   source = "modules/container"
-#   image  = "jupyter/tensorflow-notebook"
-#   ports = [
-#     {
-#       internal = 8888
-#       external = 1112
-#       ip       = "${var.ips["tun0"]}"
-#     },
-#   ]
-# }
+module "jupyter" {
+  name   = "jupyter"
+  source = "./modules/container"
+  image  = "jupyter/scipy-notebook"
+  resource = {
+    memory      = 1024
+    memory_swap = 4096
+  }
+  web = {
+    expose = "true"
+    host   = "j.${var.root-domain}"
+    port = 8888
+  }
+  networks = ["bridge"]
+  gpu = true
+}
diff --git a/modules/container/main.tf b/modules/container/main.tf
index 19c7c93..aa4c4ad 100644
--- a/modules/container/main.tf
+++ b/modules/container/main.tf
@@ -19,6 +19,8 @@ resource "docker_container" "container" {
 
   network_mode = var.network_mode
 
+  gpus = var.gpu ? "all" : ""
+
   dynamic "capabilities" {
     for_each = [var.capabilities]
     content {
diff --git a/modules/container/providers.tf b/modules/container/providers.tf
index c8e3cc2..ed370db 100644
--- a/modules/container/providers.tf
+++ b/modules/container/providers.tf
@@ -1,9 +1,7 @@
 terraform {
-  experiments = [module_variable_optional_attrs]
   required_providers {
     docker = {
       source  = "kreuzwerker/docker"
-      version = "2.15.0"
     }
   }
 }
diff --git a/modules/container/vars.tf b/modules/container/vars.tf
index 82c0239..978ad29 100644
--- a/modules/container/vars.tf
+++ b/modules/container/vars.tf
@@ -135,3 +135,8 @@ variable "uploads" {
 
   default = []
 }
+
+variable "gpu" {
+  type = bool
+  default  = false
+}
diff --git a/providers.tf b/providers.tf
index baa3523..65488cf 100644
--- a/providers.tf
+++ b/providers.tf
@@ -31,6 +31,7 @@ provider "pass" {
 
 
 terraform {
+  required_version = ">= 1.3.0"
   required_providers {
     pass = {
       source = "camptocamp/pass"
@@ -46,6 +47,7 @@ terraform {
     }
     docker = {
       source = "kreuzwerker/docker"
+      version = "~> 2.23"
     }
   }
 }