diff --git a/README.md b/README.md
index a1ba5255fe..2e67299386 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,8 @@ This may not be the best deep learning framework, but it is a deep learning fram
 
 The Tensor class is a wrapper around a numpy array, except it does Tensor things.
 
+Update: tinygrad also somewhat supports GPUs through pyopencl. Our end goal is to train an ImageNet EfficientNet-B0.
+
 ### Installation
 
 ```bash
@@ -76,6 +78,12 @@ loss.backward()
 optim.step()
 ```
 
+### ImageNet inference (on the micrograd puppy)
+
+```bash
+python3 examples/examples/efficientnet.py
+```
+
 ### The promise of small
 
 tinygrad will always be below 1000 lines. If it isn't, we will revert commits until tinygrad becomes smaller.