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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (9) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. FFNet-40S_float.dlc +1 -1
  3. FFNet-40S_float.onnx.zip +2 -2
  4. FFNet-40S_float.tflite +2 -2
  5. FFNet-40S_w8a8.dlc +1 -1
  6. FFNet-40S_w8a8.onnx.zip +2 -2
  7. FFNet-40S_w8a8.tflite +2 -2
  8. LICENSE +0 -1
  9. README.md +71 -69
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LICENSE CHANGED
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1
  The license of the original trained model can be found at https://github.com/Qualcomm-AI-research/FFNet/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/Qualcomm-AI-research/FFNet/blob/master/LICENSE.
 
README.md CHANGED
@@ -38,74 +38,77 @@ More details on model performance across various devices, can be found
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39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 149.819 ms | 2 - 58 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
42
- | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 132.424 ms | 24 - 85 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
43
- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 56.249 ms | 2 - 91 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
44
- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 66.119 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
45
- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.237 ms | 2 - 28 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
46
- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 34.539 ms | 24 - 48 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
47
- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 28.56 ms | 24 - 70 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
48
- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 58.447 ms | 2 - 59 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
49
- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 47.01 ms | 24 - 85 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
50
- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 149.819 ms | 2 - 58 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
51
- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 132.424 ms | 24 - 85 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
52
- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.366 ms | 2 - 29 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
53
- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 34.465 ms | 24 - 45 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
54
- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 64.112 ms | 2 - 60 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
55
- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.903 ms | 24 - 83 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
56
- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 44.831 ms | 0 - 25 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
57
- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 34.512 ms | 24 - 44 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
58
- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 58.447 ms | 2 - 59 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
59
- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 47.01 ms | 24 - 85 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
60
- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.21 ms | 1 - 82 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
61
- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.653 ms | 23 - 88 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
62
- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 19.19 ms | 29 - 86 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
63
- | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 23.5 ms | 2 - 61 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
64
- | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 17.621 ms | 23 - 99 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
65
- | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.079 ms | 6 - 67 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
66
- | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 19.866 ms | 1 - 61 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
67
- | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 12.683 ms | 18 - 103 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
68
- | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.627 ms | 30 - 100 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
69
- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 35.503 ms | 26 - 26 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
70
- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.028 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
71
- | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 39.383 ms | 0 - 23 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
72
- | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 67.752 ms | 8 - 269 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
73
- | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 364.024 ms | 206 - 231 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
74
- | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.389 ms | 1 - 40 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
75
- | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.462 ms | 6 - 61 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
76
- | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.063 ms | 1 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
77
- | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 19.38 ms | 6 - 75 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
78
- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.983 ms | 1 - 13 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
79
- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 15.217 ms | 6 - 22 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
80
- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 9.836 ms | 0 - 44 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
81
- | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.812 ms | 1 - 40 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
82
- | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 15.863 ms | 6 - 61 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
83
- | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 311.184 ms | 1 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
84
- | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 310.341 ms | 198 - 210 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
85
- | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.389 ms | 1 - 40 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
86
- | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.462 ms | 6 - 61 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
87
- | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.002 ms | 1 - 13 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
88
- | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 15.342 ms | 8 - 25 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
89
- | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.689 ms | 1 - 45 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
90
- | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 20.48 ms | 6 - 65 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
91
- | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.005 ms | 1 - 11 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
92
- | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 15.425 ms | 6 - 24 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
93
- | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.812 ms | 1 - 40 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
94
- | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 15.863 ms | 6 - 61 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
95
- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.537 ms | 1 - 55 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
96
- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 10.681 ms | 6 - 76 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
97
- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.832 ms | 6 - 70 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
98
- | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.245 ms | 1 - 45 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
99
- | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.162 ms | 6 - 72 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
100
- | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.14 ms | 1 - 53 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
101
- | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 13.712 ms | 1 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
102
- | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 19.256 ms | 6 - 73 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
103
- | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 360.128 ms | 215 - 232 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
104
- | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.726 ms | 1 - 46 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
105
- | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.204 ms | 6 - 84 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
106
- | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.847 ms | 5 - 63 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
107
- | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 16.088 ms | 16 - 16 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
108
- | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.34 ms | 8 - 8 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
 
 
 
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@@ -282,7 +285,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
282
  ## License
283
  * The license for the original implementation of FFNet-40S can be found
284
  [here](https://github.com/Qualcomm-AI-research/FFNet/blob/master/LICENSE).
285
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 132.575 ms | 3 - 186 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
42
+ | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 132.438 ms | 24 - 193 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
43
+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 64.893 ms | 2 - 286 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
44
+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 65.951 ms | 24 - 269 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
45
+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 34.243 ms | 2 - 5 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
46
+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 34.28 ms | 24 - 27 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
47
+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 28.097 ms | 24 - 54 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
48
+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 47.067 ms | 2 - 186 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
49
+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 47.059 ms | 24 - 194 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
50
+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 132.575 ms | 3 - 186 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
51
+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 132.438 ms | 24 - 193 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
52
+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 34.617 ms | 2 - 5 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
53
+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 34.449 ms | 24 - 26 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
54
+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 51.897 ms | 2 - 185 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
55
+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 51.819 ms | 24 - 192 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
56
+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 34.485 ms | 2 - 4 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
57
+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 34.393 ms | 24 - 26 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
58
+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 47.067 ms | 2 - 186 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
59
+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 47.059 ms | 24 - 194 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
60
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 23.54 ms | 1 - 292 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
61
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.544 ms | 24 - 276 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
62
+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 19.22 ms | 29 - 246 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
63
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 17.37 ms | 2 - 204 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
64
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 17.417 ms | 17 - 209 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
65
+ | FFNet-40S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.137 ms | 8 - 148 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
66
+ | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 12.581 ms | 2 - 212 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
67
+ | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 12.62 ms | 24 - 222 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
68
+ | FFNet-40S | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.664 ms | 29 - 190 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
69
+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 35.591 ms | 24 - 24 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
70
+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.057 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx.zip) |
71
+ | FFNet-40S | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 94.655 ms | 1 - 206 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
72
+ | FFNet-40S | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 106.385 ms | 6 - 212 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
73
+ | FFNet-40S | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 368.726 ms | 177 - 192 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
74
+ | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 39.423 ms | 1 - 23 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
75
+ | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 55.099 ms | 6 - 14 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
76
+ | FFNet-40S | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 361.539 ms | 200 - 239 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
77
+ | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.399 ms | 1 - 165 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
78
+ | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 33.358 ms | 6 - 170 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
79
+ | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.255 ms | 1 - 218 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
80
+ | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 18.986 ms | 6 - 222 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
81
+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.599 ms | 1 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
82
+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 15.322 ms | 6 - 8 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
83
+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 9.788 ms | 0 - 12 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
84
+ | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.376 ms | 1 - 165 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
85
+ | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 15.927 ms | 6 - 170 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
86
+ | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 175.774 ms | 1 - 70 MB | GPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
87
+ | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 308.424 ms | 199 - 212 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
88
+ | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.399 ms | 1 - 165 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
89
+ | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 33.358 ms | 6 - 170 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
90
+ | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.602 ms | 0 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
91
+ | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 15.317 ms | 6 - 8 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
92
+ | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.823 ms | 1 - 169 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
93
+ | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 20.429 ms | 6 - 175 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
94
+ | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.583 ms | 1 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
95
+ | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 15.292 ms | 6 - 8 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
96
+ | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.376 ms | 1 - 165 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
97
+ | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 15.927 ms | 6 - 170 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
98
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.421 ms | 1 - 217 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
99
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 10.647 ms | 6 - 223 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
100
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.774 ms | 7 - 198 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
101
+ | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.045 ms | 0 - 172 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
102
+ | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.184 ms | 6 - 184 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
103
+ | FFNet-40S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.772 ms | 1 - 135 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
104
+ | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 10.908 ms | 1 - 175 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
105
+ | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 18.797 ms | 6 - 181 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
106
+ | FFNet-40S | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 359.927 ms | 216 - 232 MB | CPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
107
+ | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.023 ms | 0 - 193 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
108
+ | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.19 ms | 6 - 199 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
109
+ | FFNet-40S | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.808 ms | 7 - 150 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
110
+ | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 16.048 ms | 6 - 6 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.dlc) |
111
+ | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.389 ms | 9 - 9 MB | NPU | [FFNet-40S.onnx.zip](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx.zip) |
112
 
113
 
114
 
 
285
  ## License
286
  * The license for the original implementation of FFNet-40S can be found
287
  [here](https://github.com/Qualcomm-AI-research/FFNet/blob/master/LICENSE).
 
288
 
289
 
290