Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -32,8 +32,8 @@ More details on model performance across various devices, can be found
|
|
| 32 |
|
| 33 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
| 34 |
| ---|---|---|---|---|---|---|---|
|
| 35 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite |
|
| 36 |
-
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 145.
|
| 37 |
|
| 38 |
|
| 39 |
## Installation
|
|
@@ -94,15 +94,15 @@ python -m qai_hub_models.models.deeplabv3_resnet50.export
|
|
| 94 |
Profile Job summary of DeepLabV3-ResNet50
|
| 95 |
--------------------------------------------------
|
| 96 |
Device: Samsung Galaxy S24 (14)
|
| 97 |
-
Estimated Inference Time: 40.
|
| 98 |
-
Estimated Peak Memory Range:
|
| 99 |
Compute Units: GPU (96) | Total (96)
|
| 100 |
|
| 101 |
Profile Job summary of DeepLabV3-ResNet50
|
| 102 |
--------------------------------------------------
|
| 103 |
Device: Samsung Galaxy S24 (14)
|
| 104 |
-
Estimated Inference Time: 104.
|
| 105 |
-
Estimated Peak Memory Range: 0.
|
| 106 |
Compute Units: GPU (82) | Total (82)
|
| 107 |
|
| 108 |
|
|
|
|
| 32 |
|
| 33 |
| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
| 34 |
| ---|---|---|---|---|---|---|---|
|
| 35 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 58.066 ms | 0 - 164 MB | FP16 | GPU | [DeepLabV3-ResNet50.tflite](https://huggingface.co/qualcomm/DeepLabV3-ResNet50/blob/main/DeepLabV3-ResNet50.tflite)
|
| 36 |
+
| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 145.873 ms | 1 - 9 MB | FP16 | GPU | [DeepLabV3-ResNet50.so](https://huggingface.co/qualcomm/DeepLabV3-ResNet50/blob/main/DeepLabV3-ResNet50.so)
|
| 37 |
|
| 38 |
|
| 39 |
## Installation
|
|
|
|
| 94 |
Profile Job summary of DeepLabV3-ResNet50
|
| 95 |
--------------------------------------------------
|
| 96 |
Device: Samsung Galaxy S24 (14)
|
| 97 |
+
Estimated Inference Time: 40.35 ms
|
| 98 |
+
Estimated Peak Memory Range: 0.00-26.88 MB
|
| 99 |
Compute Units: GPU (96) | Total (96)
|
| 100 |
|
| 101 |
Profile Job summary of DeepLabV3-ResNet50
|
| 102 |
--------------------------------------------------
|
| 103 |
Device: Samsung Galaxy S24 (14)
|
| 104 |
+
Estimated Inference Time: 104.95 ms
|
| 105 |
+
Estimated Peak Memory Range: 0.67-25.39 MB
|
| 106 |
Compute Units: GPU (82) | Total (82)
|
| 107 |
|
| 108 |
|