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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (15) hide show
  1. FFNet-78S_float.dlc +2 -2
  2. FFNet-78S_float.onnx.zip +2 -2
  3. FFNet-78S_w8a8.dlc +2 -2
  4. FFNet-78S_w8a8.onnx.zip +2 -2
  5. FFNet-78S_w8a8.tflite +1 -1
  6. README.md +60 -66
  7. precompiled/qualcomm-qcs6490-proxy/FFNet-78S_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/FFNet-78S_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  15. tool-versions.yaml +2 -2
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README.md CHANGED
@@ -37,71 +37,65 @@ More details on model performance across various devices, can be found
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38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 200.13 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
41
- | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.687 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
42
- | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 67.761 ms | 2 - 130 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 77.075 ms | 24 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 51.166 ms | 2 - 21 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
45
- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.138 ms | 24 - 53 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
46
- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 35.714 ms | 0 - 105 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
47
- | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 69.912 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 58.698 ms | 23 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
49
- | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.13 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
50
- | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.687 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
51
- | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 50.92 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
52
- | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.624 ms | 24 - 54 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
53
- | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 76.441 ms | 2 - 80 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
54
- | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.641 ms | 24 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
55
- | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 51.035 ms | 2 - 25 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
56
- | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 40.65 ms | 24 - 54 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
57
- | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 69.912 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
58
- | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 58.698 ms | 23 - 88 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
59
- | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 51.56 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
60
- | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 40.14 ms | 24 - 46 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
61
- | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 34.763 ms | 24 - 49 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
62
- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.336 ms | 2 - 132 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
63
- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 27.88 ms | 24 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
64
- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 25.418 ms | 28 - 108 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
65
- | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 32.683 ms | 2 - 84 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
66
- | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 26.201 ms | 24 - 100 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
67
- | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 21.476 ms | 29 - 84 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
68
- | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 41.825 ms | 24 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
69
- | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 35.08 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
70
- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.607 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
71
- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.699 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
72
- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.138 ms | 1 - 80 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
73
- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 21.595 ms | 6 - 97 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
74
- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.601 ms | 1 - 9 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
75
- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.951 ms | 6 - 27 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
76
- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 120.544 ms | 133 - 382 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
77
- | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.177 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
78
- | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.233 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
79
- | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 68.061 ms | 1 - 153 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
- | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 70.559 ms | 6 - 206 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
81
- | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 1339.477 ms | 178 - 195 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
82
- | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 334.404 ms | 1 - 3 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
83
- | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1370.874 ms | 140 - 151 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
84
- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.607 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
85
- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.699 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
86
- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.658 ms | 1 - 11 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
87
- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.904 ms | 6 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
88
- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.722 ms | 1 - 59 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
89
- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.529 ms | 6 - 78 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
90
- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.644 ms | 1 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
91
- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.853 ms | 6 - 26 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
92
- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.177 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
93
- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.233 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
94
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.629 ms | 0 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
95
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 16.811 ms | 6 - 28 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
96
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 121.678 ms | 111 - 356 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
97
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.638 ms | 0 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
98
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.812 ms | 6 - 93 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
99
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 92.505 ms | 149 - 1031 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
100
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.284 ms | 1 - 58 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
101
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 9.455 ms | 6 - 86 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
102
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 88.113 ms | 131 - 1265 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
103
- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.738 ms | 122 - 122 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
104
- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 112.321 ms | 114 - 114 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
105
 
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@@ -183,7 +177,7 @@ from qai_hub_models.models.ffnet_78s import Model
183
  torch_model = Model.from_pretrained()
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185
  # Device
186
- device = hub.Device("Samsung Galaxy S24")
187
 
188
  # Trace model
189
  input_shape = torch_model.get_input_spec()
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 200.274 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
41
+ | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 182.788 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
42
+ | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 67.204 ms | 2 - 131 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
43
+ | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 76.904 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
44
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 50.796 ms | 2 - 28 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
45
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.394 ms | 24 - 48 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
46
+ | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 34.626 ms | 24 - 46 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
47
+ | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 69.963 ms | 0 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
48
+ | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 58.661 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
49
+ | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.274 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
50
+ | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 182.788 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
51
+ | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 51.36 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
52
+ | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.766 ms | 23 - 55 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
53
+ | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 76.889 ms | 2 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
54
+ | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.803 ms | 24 - 87 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
55
+ | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 50.764 ms | 2 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
56
+ | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 40.34 ms | 24 - 48 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
57
+ | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 69.963 ms | 0 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
58
+ | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 58.661 ms | 24 - 89 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
59
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.29 ms | 1 - 128 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
60
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 27.871 ms | 24 - 93 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
61
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 23.64 ms | 24 - 112 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
62
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 27.321 ms | 2 - 84 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
63
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 21.446 ms | 15 - 93 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
64
+ | FFNet-78S | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 29.35 ms | 6 - 73 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
65
+ | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 41.738 ms | 27 - 27 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
66
+ | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 34.051 ms | 30 - 30 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx.zip) |
67
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.36 ms | 1 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
68
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.676 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
69
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.818 ms | 1 - 82 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
70
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 21.506 ms | 6 - 95 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
71
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.498 ms | 0 - 15 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
72
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.826 ms | 6 - 23 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
73
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 113.475 ms | 106 - 365 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
74
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.099 ms | 1 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
75
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.263 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
76
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 70.079 ms | 1 - 153 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
77
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 70.762 ms | 6 - 206 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
78
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 1365.047 ms | 143 - 160 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
79
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 346.294 ms | 1 - 8 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1341.183 ms | 143 - 155 MB | CPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
81
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.36 ms | 1 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
82
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.676 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
83
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.546 ms | 1 - 14 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
84
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 17.068 ms | 6 - 27 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
85
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.494 ms | 0 - 57 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
86
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.539 ms | 6 - 78 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
87
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.503 ms | 1 - 15 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
88
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.896 ms | 6 - 25 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
89
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.099 ms | 1 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
90
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.263 ms | 6 - 75 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
91
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.54 ms | 1 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
92
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.839 ms | 6 - 97 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
93
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 88.726 ms | 150 - 1296 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
94
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.13 ms | 1 - 59 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
95
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 8.161 ms | 6 - 86 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
96
+ | FFNet-78S | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 74.038 ms | 123 - 1253 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
97
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.781 ms | 102 - 102 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
98
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 112.981 ms | 116 - 116 MB | NPU | [FFNet-78S.onnx.zip](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx.zip) |
 
 
 
 
 
 
99
 
100
 
101
 
 
177
  torch_model = Model.from_pretrained()
178
 
179
  # Device
180
+ device = hub.Device("Samsung Galaxy S25")
181
 
182
  # Trace model
183
  input_shape = torch_model.get_input_spec()
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tool-versions.yaml CHANGED
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  onnx:
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