diff --git a/README.md b/README.md
index bd3cbb0..a830e2d 100644
--- a/README.md
+++ b/README.md
@@ -45,6 +45,11 @@ For example, if you want to use the gpu_p2 partition, you would need to do:
 hydra-submitit-launch my_app.py dev hydra.launcher.setup=null hydra.launcher.partition=gpu_p2
 ```
 
+In order to change the timeout on the SLURM job to for example 10 hours, you would need to do:
+```
+hydra-submitit-launch my_app.py base +hydra.launcher.hours=10
+```
+This will automatically select the right qos for you.
 
 ## References
 - Hydra: https://hydra.cc/docs/intro/
diff --git a/conf/config.yaml b/conf/config.yaml
new file mode 100644
index 0000000..6561735
--- /dev/null
+++ b/conf/config.yaml
@@ -0,0 +1 @@
+fake_param: 4
diff --git a/example_app.py b/example_app.py
new file mode 100644
index 0000000..5516a2d
--- /dev/null
+++ b/example_app.py
@@ -0,0 +1,11 @@
+import hydra
+
+from omegaconf import OmegaConf
+
+
+@hydra.main(config_path='conf', config_name='config')
+def example_main(cfg):
+    print(OmegaConf.to_container(cfg, resolve=True))
+
+if __name__ == '__main__':
+    example_main()
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_dev.yaml b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_dev.yaml
index 2b2fbf0..db47409 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_dev.yaml
+++ b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_dev.yaml
@@ -1,5 +1,4 @@
 defaults:
   - dev
 
-cpus_per_task: 40
-gpus_per_node: 4
\ No newline at end of file
+gpus_per_node: 4
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t3.yaml b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t3.yaml
index 752f671..cd60e45 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t3.yaml
+++ b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t3.yaml
@@ -1,5 +1,4 @@
 defaults:
   - t3
 
-cpus_per_task: 40
-gpus_per_node: 4
\ No newline at end of file
+gpus_per_node: 4
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t4.yaml b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t4.yaml
index 3e7c471..fbf5e02 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t4.yaml
+++ b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/4gpus_t4.yaml
@@ -1,5 +1,4 @@
 defaults:
   - t4
 
-cpus_per_task: 40
-gpus_per_node: 4
\ No newline at end of file
+gpus_per_node: 4
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/base.yaml b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/base.yaml
index e4d2106..89a7ed7 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/base.yaml
+++ b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/base.yaml
@@ -5,8 +5,9 @@ timeout_min: 60
 gpus_per_node: 1
 tasks_per_node: 1
 gres: "gpu:${hydra.launcher.gpus_per_node}"
-qos: qos_gpu-dev
+qos: ${qos_from_hours:${hours}}
 cpus_per_gpu: 10
+cpus_per_task: ${cpu_from_gpu:${hydra.launcher.gpus_per_node},${hydra.launcher.cpus_per_gpu}}
 gpus_per_task: ${hydra.launcher.gpus_per_node}
 additional_parameters:
   account: ${oc.env:IDRPROJ}@gpu
@@ -14,4 +15,4 @@ additional_parameters:
   hint: nomultithread
   time: "${hours}:00:00"
 setup:
-  - "#SBATCH -C v100-32g"
\ No newline at end of file
+  - "#SBATCH -C v100-32g"
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/dev.yaml b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/dev.yaml
index fe97084..dbfb96a 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/dev.yaml
+++ b/hydra_plugins/jz_hydra_submitit_launcher/hydra/launcher/dev.yaml
@@ -1,5 +1,6 @@
 defaults:
   - base
 
+qos: qos_gpu-dev
 additional_parameters:
   time: "2:00:00"
diff --git a/hydra_plugins/jz_hydra_submitit_launcher/resolvers.py b/hydra_plugins/jz_hydra_submitit_launcher/resolvers.py
index 1cb898c..b470426 100644
--- a/hydra_plugins/jz_hydra_submitit_launcher/resolvers.py
+++ b/hydra_plugins/jz_hydra_submitit_launcher/resolvers.py
@@ -1,3 +1,17 @@
 from omegaconf import OmegaConf
 
-OmegaConf.register_new_resolver("multiply10", lambda x: x * 10)
+
+def time_to_qos(timeout_hour):
+    timeout_hour = int(timeout_hour)
+    if timeout_hour > 20:
+        qos = 't4'
+    elif timeout_hour > 2:
+        qos = 't3'
+    else:
+        qos = 'dev'
+
+    qos = f'qos_gpu-{qos}'
+    return qos
+
+OmegaConf.register_new_resolver("qos_from_hours", time_to_qos, replace=True)
+OmegaConf.register_new_resolver("cpu_from_gpu", lambda x,y: x*y, replace=True)