Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
@@ -33,8 +33,8 @@ More details on model performance across various devices, can be found
|
|
33 |
|
34 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
35 |
| ---|---|---|---|---|---|---|---|
|
36 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
|
37 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library |
|
38 |
|
39 |
|
40 |
## Installation
|
@@ -96,16 +96,16 @@ python -m qai_hub_models.models.yolov8_det.export
|
|
96 |
Profile Job summary of YOLOv8-Detection
|
97 |
--------------------------------------------------
|
98 |
Device: Samsung Galaxy S24 (14)
|
99 |
-
Estimated Inference Time:
|
100 |
-
Estimated Peak Memory Range: 0.
|
101 |
Compute Units: NPU (300) | Total (300)
|
102 |
|
103 |
Profile Job summary of YOLOv8-Detection
|
104 |
--------------------------------------------------
|
105 |
Device: Samsung Galaxy S24 (14)
|
106 |
-
Estimated Inference Time:
|
107 |
-
Estimated Peak Memory Range: 4.
|
108 |
-
Compute Units: NPU (
|
109 |
|
110 |
|
111 |
```
|
|
|
33 |
|
34 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
35 |
| ---|---|---|---|---|---|---|---|
|
36 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 6.113 ms | 0 - 9 MB | FP16 | NPU | [YOLOv8-Detection.tflite](https://huggingface.co/qualcomm/YOLOv8-Detection/blob/main/YOLOv8-Detection.tflite)
|
37 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 5.316 ms | 5 - 18 MB | FP16 | NPU | [YOLOv8-Detection.so](https://huggingface.co/qualcomm/YOLOv8-Detection/blob/main/YOLOv8-Detection.so)
|
38 |
|
39 |
|
40 |
## Installation
|
|
|
96 |
Profile Job summary of YOLOv8-Detection
|
97 |
--------------------------------------------------
|
98 |
Device: Samsung Galaxy S24 (14)
|
99 |
+
Estimated Inference Time: 4.32 ms
|
100 |
+
Estimated Peak Memory Range: 0.07-84.61 MB
|
101 |
Compute Units: NPU (300) | Total (300)
|
102 |
|
103 |
Profile Job summary of YOLOv8-Detection
|
104 |
--------------------------------------------------
|
105 |
Device: Samsung Galaxy S24 (14)
|
106 |
+
Estimated Inference Time: 3.68 ms
|
107 |
+
Estimated Peak Memory Range: 4.70-105.62 MB
|
108 |
+
Compute Units: NPU (293) | Total (293)
|
109 |
|
110 |
|
111 |
```
|