Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
@@ -36,16 +36,16 @@ More details on model performance across various devices, can be found
|
|
36 |
|
37 |
| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
38 |
|---|---|---|---|---|---|---|---|---|
|
39 |
-
| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN |
|
40 |
-
| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX |
|
41 |
-
| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN |
|
42 |
-
| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
|
43 |
-
| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN |
|
44 |
-
| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
|
45 |
-
| EfficientViT-l2-seg | QCS8550 (Proxy) | QCS8550 Proxy | QNN |
|
46 |
-
| EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN |
|
47 |
-
| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN |
|
48 |
-
| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
|
49 |
|
50 |
|
51 |
|
@@ -110,10 +110,10 @@ Profiling Results
|
|
110 |
EfficientViT-l2-seg
|
111 |
Device : Samsung Galaxy S23 (13)
|
112 |
Runtime : QNN
|
113 |
-
Estimated inference time (ms) :
|
114 |
-
Estimated peak memory usage (MB): [24,
|
115 |
-
Total # Ops :
|
116 |
-
Compute Unit(s) : NPU (
|
117 |
```
|
118 |
|
119 |
|
|
|
36 |
|
37 |
| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
38 |
|---|---|---|---|---|---|---|---|---|
|
39 |
+
| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22320.423 ms | 24 - 129 MB | FP16 | NPU | [EfficientViT-l2-seg.so](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.so) |
|
40 |
+
| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1646.642 ms | 4 - 417 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
|
41 |
+
| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16466.939 ms | 24 - 469 MB | FP16 | NPU | [EfficientViT-l2-seg.so](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.so) |
|
42 |
+
| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1941.249 ms | 133 - 777 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
|
43 |
+
| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15526.488 ms | 0 - 493 MB | FP16 | NPU | Use Export Script |
|
44 |
+
| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1417.374 ms | 103 - 811 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
|
45 |
+
| EfficientViT-l2-seg | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 15479.41 ms | 26 - 29 MB | FP16 | NPU | Use Export Script |
|
46 |
+
| EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 21636.69 ms | 24 - 271 MB | FP16 | NPU | Use Export Script |
|
47 |
+
| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 16472.568 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
|
48 |
+
| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3680.622 ms | 145 - 145 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
|
49 |
|
50 |
|
51 |
|
|
|
110 |
EfficientViT-l2-seg
|
111 |
Device : Samsung Galaxy S23 (13)
|
112 |
Runtime : QNN
|
113 |
+
Estimated inference time (ms) : 22320.4
|
114 |
+
Estimated peak memory usage (MB): [24, 129]
|
115 |
+
Total # Ops : 775
|
116 |
+
Compute Unit(s) : NPU (775 ops)
|
117 |
```
|
118 |
|
119 |
|