diff --git a/torchbenchmark/models/stable_diffusion/metadata.yaml b/torchbenchmark/models/stable_diffusion/metadata.yaml
new file mode 100644
index 0000000000..d4f9a26cfe
--- /dev/null
+++ b/torchbenchmark/models/stable_diffusion/metadata.yaml
@@ -0,0 +1,8 @@
+devices:
+  NVIDIA A100-SXM4-40GB:
+    eval_batch_size: 32
+eval_benchmark: false
+eval_deterministic: false
+eval_nograd: true
+train_benchmark: false
+train_deterministic: false