Update Readme.md

README.md

@@ -35,6 +35,22 @@ For detailed implementation and architecture specifics, refer to the [MobileCLIP
 |:---------|:-------------|:------------|:-------------|:-----------------|:-------------------|:-------------|:----------------|
 | CLIP Image| input_image | 256         | 256          | RGB              | output_embeddings  | (1,512)      | FLOAT16         |
 
+## CoreML Profile (Benchmark) on Apple M1
+
+| Prediction Times Apple M1 | CPU + ANE | CPU + GPU | CPU Only |
+|:--------------------------|:---------:|:---------:|:--------:|
+| clip_image_s0             | 1.4ms     | 7.4ms     | 12.7ms   |
+| clip_image_s1             | 2.1ms     | 13.3ms    | 21.8ms   |
+| clip_image_s2             | 3.0ms     | 19.0ms    | 28.5ms   |
+| clip_image_b              | 12.4ms    | 36.2ms    | 38.1ms   |
+|                           |           |           |          |
+| clip_text_s0              | 1.1ms     | 4.1ms     | 4.8ms    |
+| clip_text_s1              | 2.0ms     | 7.1ms     | 9.5ms    |
+| clip_text_s2              | 2.0ms     | 7.1ms     | 10ms     |
+| clip_text_b               | 2.0ms     | 7.2ms     | 9.8ms    |
+
+The profile was conducted using this tool: [CoreMLProfiler](https://github.com/fguzman82/CoreMLProfiler).
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6427456313e5e91b24284353/rquK-eeZr5BmcG5b1LU6J.png)
 
 *These are example scripts for performing the conversion to CoreML*