Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
@@ -34,35 +34,35 @@ More details on model performance across various devices, can be found
|
|
34 |
|
35 |
| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
36 |
|---|---|---|---|---|---|---|---|---|
|
37 |
-
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.
|
38 |
-
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN |
|
39 |
-
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.
|
40 |
-
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.
|
41 |
-
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.
|
42 |
-
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
|
43 |
-
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.
|
44 |
-
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.
|
45 |
-
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
|
46 |
-
| QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.
|
47 |
-
| QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.
|
48 |
-
| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.
|
49 |
-
| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN |
|
50 |
-
| QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.
|
51 |
-
| QuickSRNetLarge | SA8295P ADP | SA8295P | QNN |
|
52 |
-
| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.
|
53 |
-
| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN |
|
54 |
-
| QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.
|
55 |
-
| QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.
|
56 |
-
| QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 89.
|
57 |
-
| QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 87.
|
58 |
-
| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.
|
59 |
-
| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN |
|
60 |
-
| QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.
|
61 |
-
| QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.
|
62 |
-
| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE |
|
63 |
-
| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.
|
64 |
-
| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.
|
65 |
-
| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.
|
66 |
|
67 |
|
68 |
|
@@ -126,8 +126,8 @@ Profiling Results
|
|
126 |
QuickSRNetLarge
|
127 |
Device : Samsung Galaxy S23 (13)
|
128 |
Runtime : TFLITE
|
129 |
-
Estimated inference time (ms) : 2.
|
130 |
-
Estimated peak memory usage (MB): [0,
|
131 |
Total # Ops : 31
|
132 |
Compute Unit(s) : NPU (28 ops) CPU (3 ops)
|
133 |
```
|
|
|
34 |
|
35 |
| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
|
36 |
|---|---|---|---|---|---|---|---|---|
|
37 |
+
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.581 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
38 |
+
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.988 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
|
39 |
+
| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.539 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
|
40 |
+
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.813 ms | 0 - 24 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
41 |
+
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.316 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
|
42 |
+
| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.812 ms | 0 - 27 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
|
43 |
+
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.992 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
44 |
+
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.427 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
|
45 |
+
| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.744 ms | 3 - 21 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
|
46 |
+
| QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.932 ms | 6 - 18 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
47 |
+
| QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.08 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
|
48 |
+
| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.52 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
49 |
+
| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.996 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
|
50 |
+
| QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.745 ms | 6 - 24 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
51 |
+
| QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 3.8 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
|
52 |
+
| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.493 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
53 |
+
| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.98 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
|
54 |
+
| QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.257 ms | 6 - 20 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
55 |
+
| QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.224 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
|
56 |
+
| QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 89.932 ms | 6 - 18 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
57 |
+
| QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 87.08 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
|
58 |
+
| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.481 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
59 |
+
| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.973 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
|
60 |
+
| QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.257 ms | 6 - 20 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
61 |
+
| QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.224 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
|
62 |
+
| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.108 ms | 6 - 26 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
|
63 |
+
| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.34 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
|
64 |
+
| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.153 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
|
65 |
+
| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.544 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
|
66 |
|
67 |
|
68 |
|
|
|
126 |
QuickSRNetLarge
|
127 |
Device : Samsung Galaxy S23 (13)
|
128 |
Runtime : TFLITE
|
129 |
+
Estimated inference time (ms) : 2.6
|
130 |
+
Estimated peak memory usage (MB): [0, 5]
|
131 |
Total # Ops : 31
|
132 |
Compute Unit(s) : NPU (28 ops) CPU (3 ops)
|
133 |
```
|