Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -34,8 +34,8 @@ More details on model performance across various devices, can be found
|
|
| 34 |
|
| 35 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
| 36 |
| ---|---|---|---|---|---|---|---|
|
| 37 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
|
| 38 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library |
|
| 39 |
|
| 40 |
|
| 41 |
## Installation
|
|
@@ -96,16 +96,16 @@ python -m qai_hub_models.models.unet_segmentation.export
|
|
| 96 |
Profile Job summary of Unet-Segmentation
|
| 97 |
--------------------------------------------------
|
| 98 |
Device: Samsung Galaxy S24 (14)
|
| 99 |
-
Estimated Inference Time:
|
| 100 |
-
Estimated Peak Memory Range:
|
| 101 |
Compute Units: NPU (31) | Total (31)
|
| 102 |
|
| 103 |
Profile Job summary of Unet-Segmentation
|
| 104 |
--------------------------------------------------
|
| 105 |
Device: Samsung Galaxy S24 (14)
|
| 106 |
-
Estimated Inference Time: 110.
|
| 107 |
-
Estimated Peak Memory Range:
|
| 108 |
-
Compute Units: NPU (
|
| 109 |
|
| 110 |
|
| 111 |
```
|
|
|
|
| 34 |
|
| 35 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
| 36 |
| ---|---|---|---|---|---|---|---|
|
| 37 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 159.721 ms | 6 - 220 MB | FP16 | NPU | [Unet-Segmentation.tflite](https://huggingface.co/qualcomm/Unet-Segmentation/blob/main/Unet-Segmentation.tflite)
|
| 38 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 143.885 ms | 9 - 35 MB | FP16 | NPU | [Unet-Segmentation.so](https://huggingface.co/qualcomm/Unet-Segmentation/blob/main/Unet-Segmentation.so)
|
| 39 |
|
| 40 |
|
| 41 |
## Installation
|
|
|
|
| 96 |
Profile Job summary of Unet-Segmentation
|
| 97 |
--------------------------------------------------
|
| 98 |
Device: Samsung Galaxy S24 (14)
|
| 99 |
+
Estimated Inference Time: 113.23 ms
|
| 100 |
+
Estimated Peak Memory Range: 4.46-345.06 MB
|
| 101 |
Compute Units: NPU (31) | Total (31)
|
| 102 |
|
| 103 |
Profile Job summary of Unet-Segmentation
|
| 104 |
--------------------------------------------------
|
| 105 |
Device: Samsung Galaxy S24 (14)
|
| 106 |
+
Estimated Inference Time: 110.49 ms
|
| 107 |
+
Estimated Peak Memory Range: 9.41-107.93 MB
|
| 108 |
+
Compute Units: NPU (51) | Total (51)
|
| 109 |
|
| 110 |
|
| 111 |
```
|