Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -33,7 +33,7 @@ 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 | 11.
|
| 37 |
|
| 38 |
|
| 39 |
|
|
@@ -95,9 +95,9 @@ python -m qai_hub_models.models.litehrnet.export
|
|
| 95 |
```
|
| 96 |
Profile Job summary of LiteHRNet
|
| 97 |
--------------------------------------------------
|
| 98 |
-
Device:
|
| 99 |
-
Estimated Inference Time: 11.
|
| 100 |
-
Estimated Peak Memory Range: 6.
|
| 101 |
Compute Units: NPU (1226),CPU (10) | Total (1236)
|
| 102 |
|
| 103 |
|
|
@@ -123,7 +123,6 @@ from qai_hub_models.models.litehrnet import Model
|
|
| 123 |
|
| 124 |
# Load the model
|
| 125 |
torch_model = Model.from_pretrained()
|
| 126 |
-
torch_model.eval()
|
| 127 |
|
| 128 |
# Device
|
| 129 |
device = hub.Device("Samsung Galaxy S23")
|
|
|
|
| 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 | 11.191 ms | 6 - 28 MB | FP16 | NPU | [LiteHRNet.tflite](https://huggingface.co/qualcomm/LiteHRNet/blob/main/LiteHRNet.tflite)
|
| 37 |
|
| 38 |
|
| 39 |
|
|
|
|
| 95 |
```
|
| 96 |
Profile Job summary of LiteHRNet
|
| 97 |
--------------------------------------------------
|
| 98 |
+
Device: SA8775 (Proxy) (13)
|
| 99 |
+
Estimated Inference Time: 11.20 ms
|
| 100 |
+
Estimated Peak Memory Range: 6.23-189.47 MB
|
| 101 |
Compute Units: NPU (1226),CPU (10) | Total (1236)
|
| 102 |
|
| 103 |
|
|
|
|
| 123 |
|
| 124 |
# Load the model
|
| 125 |
torch_model = Model.from_pretrained()
|
|
|
|
| 126 |
|
| 127 |
# Device
|
| 128 |
device = hub.Device("Samsung Galaxy S23")
|