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FFNet-78S

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v0.32.0

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See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (8) hide show
  1. .gitattributes +1 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. FFNet-78S.onnx +2 -2
  4. FFNet-78S_w8a8.dlc +2 -2
  5. FFNet-78S_w8a8.onnx +2 -2
  6. FFNet-78S_w8a8.tflite +1 -1
  7. LICENSE +2 -0
  8. README.md +37 -37
.gitattributes CHANGED
@@ -37,3 +37,4 @@ FFNet-78S.so filter=lfs diff=lfs merge=lfs -text
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  FFNet-78S_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  FFNet-78S.dlc filter=lfs diff=lfs merge=lfs -text
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  FFNet-78S_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  FFNet-78S_w8a8.so filter=lfs diff=lfs merge=lfs -text
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  FFNet-78S.dlc filter=lfs diff=lfs merge=lfs -text
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  FFNet-78S_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
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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.
2
+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
README.md CHANGED
@@ -29,8 +29,8 @@ More details on model performance across various devices, can be found
29
  - **Model Stats:**
30
  - Model checkpoint: ffnet78S_dBBB_cityscapes_state_dict_quarts
31
  - Input resolution: 2048x1024
32
- - Number of parameters: 27.5M
33
  - Number of output classes: 19
 
34
  - Model size (float): 105 MB
35
  - Model size (w8a8): 26.7 MB
36
 
@@ -56,47 +56,47 @@ More details on model performance across various devices, can be found
56
  | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 59.063 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
57
  | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 49.685 ms | 2 - 23 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
58
  | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 39.978 ms | 24 - 49 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 | ONNX | 35.435 ms | 29 - 134 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
60
  | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 33.847 ms | 2 - 128 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
61
  | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.257 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
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- | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.11 ms | 24 - 112 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
63
  | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 34.221 ms | 2 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
64
  | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 22.099 ms | 28 - 99 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
65
- | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.93 ms | 28 - 84 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
66
  | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 42.923 ms | 24 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
67
- | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.529 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
68
- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.556 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
69
- | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.702 ms | 6 - 72 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
70
- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.27 ms | 1 - 77 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
71
- | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 20.856 ms | 6 - 95 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
72
- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.575 ms | 1 - 16 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
73
- | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.598 ms | 6 - 22 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
74
- | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.169 ms | 1 - 50 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 | 17.08 ms | 6 - 86 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 | 72.069 ms | 0 - 108 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 | 84.394 ms | 6 - 200 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
78
- | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 333.179 ms | 1 - 3 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
79
- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.556 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
- | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.702 ms | 6 - 72 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
81
- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.628 ms | 1 - 14 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
82
- | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.667 ms | 6 - 28 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
83
- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.835 ms | 1 - 52 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
84
- | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.45 ms | 6 - 74 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
85
- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.655 ms | 1 - 21 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
86
- | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.648 ms | 6 - 30 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
87
- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.169 ms | 1 - 50 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
88
- | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.08 ms | 6 - 86 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
89
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.686 ms | 1 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
90
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 16.646 ms | 6 - 27 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
91
- | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 19.89 ms | 4 - 98 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
92
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.637 ms | 1 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
93
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.842 ms | 6 - 108 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
94
- | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 14.078 ms | 10 - 187 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
95
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.261 ms | 1 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
96
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 7.929 ms | 6 - 95 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
97
- | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.462 ms | 12 - 154 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
98
- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 18.351 ms | 113 - 113 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
99
- | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.236 ms | 21 - 21 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
100
 
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29
  - **Model Stats:**
30
  - Model checkpoint: ffnet78S_dBBB_cityscapes_state_dict_quarts
31
  - Input resolution: 2048x1024
 
32
  - Number of output classes: 19
33
+ - Number of parameters: 27.5M
34
  - Model size (float): 105 MB
35
  - Model size (w8a8): 26.7 MB
36
 
 
56
  | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 59.063 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
57
  | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 49.685 ms | 2 - 23 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
58
  | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 39.978 ms | 24 - 49 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 | ONNX | 35.342 ms | 30 - 166 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
60
  | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 33.847 ms | 2 - 128 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
61
  | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.257 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
62
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 25.199 ms | 26 - 112 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
63
  | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 34.221 ms | 2 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
64
  | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 22.099 ms | 28 - 99 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
65
+ | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 23.1 ms | 30 - 85 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
66
  | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 42.923 ms | 24 - 24 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
67
+ | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.031 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
68
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.503 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
69
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.591 ms | 6 - 71 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
70
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.28 ms | 1 - 77 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
71
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 20.922 ms | 6 - 93 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
72
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 10.612 ms | 1 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
73
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.593 ms | 6 - 31 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
74
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.055 ms | 0 - 50 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 | 17.09 ms | 6 - 72 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 | 68.688 ms | 0 - 110 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 | 70.386 ms | 6 - 213 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
78
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 336.474 ms | 1 - 3 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
79
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.503 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
80
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.591 ms | 6 - 71 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
81
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.625 ms | 1 - 17 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
82
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.584 ms | 6 - 29 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
83
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.848 ms | 1 - 51 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
84
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.454 ms | 6 - 73 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
85
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.637 ms | 1 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
86
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.645 ms | 6 - 28 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
87
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.055 ms | 0 - 50 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
88
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.09 ms | 6 - 72 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
89
+ | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.588 ms | 1 - 12 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
90
+ | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 16.603 ms | 8 - 32 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
91
+ | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 18.641 ms | 1 - 73 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
92
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.569 ms | 1 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
93
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.805 ms | 6 - 96 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
94
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 13.462 ms | 6 - 214 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
95
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.399 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
96
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 9.659 ms | 6 - 82 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
97
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 13.562 ms | 14 - 482 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
98
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 18.576 ms | 108 - 108 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
99
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.384 ms | 22 - 22 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
100
 
101
 
102