qaihm-bot commited on
Commit
5197ea3
·
verified ·
1 Parent(s): 84f6485

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +31 -31
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 | 2.419 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
38
- | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.205 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 | 2.742 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
40
- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.714 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
41
- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.755 ms | 0 - 20 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
42
- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.142 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 | 1.926 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 | 1.519 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
45
- | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.334 ms | 0 - 18 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
46
- | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.989 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
47
- | QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.554 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
48
- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.441 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
49
- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.202 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
50
- | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.636 ms | 6 - 19 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
51
- | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.301 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
52
- | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.442 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
53
- | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.21 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
54
- | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.194 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
55
- | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.958 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
56
- | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 89.989 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
57
- | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 87.554 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
58
- | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.479 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
59
- | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.209 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
60
- | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.194 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
61
- | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.958 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
62
- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.869 ms | 6 - 24 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
63
- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.483 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
64
- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.425 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
65
- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.811 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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) : 2.4
130
- Estimated peak memory usage (MB): [0, 6]
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
  ```