Hugging Face's logo

qualcomm
/
FFNet-78S

Image Segmentation
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
92c7e2a
·
verified ·
1 Parent(s): 8526bc5

v0.34.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. FFNet-78S_w8a8.dlc +1 -1
  2. README.md +42 -51
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_w8a8.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
FFNet-78S_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:124ac2678c3efbc9e624a3a9e21bc87d783ea6d04e49bde5ca25c5fe47483648
3
  size 28632142
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:68b1160ea5b8f0cd2e6d0ec3cc03782500988dc24673a094892ec893786951cb
3
  size 28632142
README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
23
  [here](https://aihub.qualcomm.com/models/ffnet_78s).
24
 
25
 
 
26
  ### Model Details
27
 
28
  - **Model Type:** Model_use_case.semantic_segmentation
@@ -36,66 +37,66 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 200.224 ms | 3 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
40
  | FFNet-78S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 183.562 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
41
- | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 66.658 ms | 2 - 128 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
42
  | FFNet-78S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 76.883 ms | 24 - 78 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
43
- | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 49.402 ms | 2 - 20 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
44
  | FFNet-78S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.272 ms | 24 - 46 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
45
- | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 69.12 ms | 2 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
46
  | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 59.063 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
47
- | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.224 ms | 3 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
48
  | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 183.562 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
49
- | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 49.84 ms | 2 - 21 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
50
  | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.097 ms | 24 - 51 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
51
- | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 75.319 ms | 2 - 74 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
52
  | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 64.251 ms | 17 - 76 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
53
- | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 49.826 ms | 2 - 26 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
54
  | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 40.647 ms | 24 - 49 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
55
- | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 69.12 ms | 2 - 78 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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 | 35.892 ms | 24 - 69 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 | 25.076 ms | 27 - 109 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 | 22.502 ms | 29 - 86 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 | 37.17 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 | 29.741 ms | 1 - 50 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 | 39.838 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 | 12.202 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 | 20.944 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 | 10.707 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 | 16.481 ms | 6 - 25 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 | 11.259 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 | 17.101 ms | 6 - 71 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 | 68.259 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 | 69.845 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 | 337.209 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 | 29.741 ms | 1 - 50 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 | 39.838 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 | 10.701 ms | 1 - 15 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 | 16.648 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 | 16.759 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 | 23.466 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 | 10.731 ms | 1 - 15 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 | 16.774 ms | 6 - 29 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 | 11.259 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 | 17.101 ms | 6 - 71 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 | 10.886 ms | 0 - 14 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 | 16.671 ms | 6 - 29 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 | 17.705 ms | 0 - 81 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 | 7.713 ms | 1 - 76 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 | 11.93 ms | 6 - 94 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 | 13.391 ms | 5 - 210 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 | 7.481 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 | 9.595 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 | 13.702 ms | 10 - 476 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 | 18.405 ms | 112 - 112 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 | 22.3 ms | 22 - 22 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
100
 
101
 
@@ -154,17 +155,7 @@ device. This script does the following:
154
  ```bash
155
  python -m qai_hub_models.models.ffnet_78s.export
156
  ```
157
- ```
158
- Profiling Results
159
- ------------------------------------------------------------
160
- FFNet-78S
161
- Device : cs_8275 (ANDROID 14)
162
- Runtime : TFLITE
163
- Estimated inference time (ms) : 200.2
164
- Estimated peak memory usage (MB): [3, 79]
165
- Total # Ops : 151
166
- Compute Unit(s) : npu (151 ops) gpu (0 ops) cpu (0 ops)
167
- ```
168
 
169
 
170
  ## How does this work?
 
23
  [here](https://aihub.qualcomm.com/models/ffnet_78s).
24
 
25
 
26
+
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.semantic_segmentation
 
37
 
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 | 200.23 ms | 0 - 76 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 | 183.562 ms | 24 - 84 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 | 67.903 ms | 2 - 125 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 | 76.883 ms | 24 - 78 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 | 49.841 ms | 2 - 20 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 | 40.272 ms | 24 - 46 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
46
+ | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 69.115 ms | 2 - 77 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
47
  | FFNet-78S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 59.063 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
48
+ | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 200.23 ms | 0 - 76 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
49
  | FFNet-78S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 183.562 ms | 24 - 84 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
50
+ | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 50.495 ms | 2 - 19 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
51
  | FFNet-78S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 40.097 ms | 24 - 51 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
52
+ | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 75.353 ms | 2 - 74 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
53
  | FFNet-78S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 64.251 ms | 17 - 76 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
54
+ | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 49.893 ms | 2 - 27 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
55
  | FFNet-78S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 40.647 ms | 24 - 49 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.dlc) |
56
+ | FFNet-78S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 69.115 ms | 2 - 77 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
57
  | 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) |
58
+ | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 50.046 ms | 2 - 23 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
59
  | 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) |
60
  | FFNet-78S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 35.892 ms | 24 - 69 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
61
+ | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 33.783 ms | 2 - 129 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
62
  | 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) |
63
  | FFNet-78S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 25.076 ms | 27 - 109 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
64
+ | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.113 ms | 2 - 79 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
65
  | 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) |
66
  | FFNet-78S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 22.502 ms | 29 - 86 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
67
  | 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) |
68
  | FFNet-78S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 37.17 ms | 31 - 31 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
69
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 155.693 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
70
+ | FFNet-78S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.831 ms | 6 - 71 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
71
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.129 ms | 1 - 81 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
72
+ | FFNet-78S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 21.024 ms | 6 - 96 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) | TFLITE | 10.726 ms | 1 - 12 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
74
+ | FFNet-78S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 16.637 ms | 6 - 29 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
75
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.249 ms | 1 - 50 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
76
+ | FFNet-78S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.117 ms | 6 - 72 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
77
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 67.802 ms | 1 - 109 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
78
+ | FFNet-78S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 70.425 ms | 6 - 212 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
79
+ | FFNet-78S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 336.379 ms | 1 - 3 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 | TFLITE | 155.693 ms | 0 - 49 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
81
+ | FFNet-78S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.831 ms | 6 - 71 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
82
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 10.697 ms | 1 - 17 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
83
+ | FFNet-78S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.625 ms | 6 - 31 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
84
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 16.801 ms | 1 - 52 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
85
+ | FFNet-78S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 23.442 ms | 6 - 73 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
86
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 10.815 ms | 1 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
87
+ | FFNet-78S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.606 ms | 6 - 29 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
88
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.249 ms | 1 - 50 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
89
+ | FFNet-78S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.117 ms | 6 - 72 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
90
+ | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 10.735 ms | 0 - 13 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
91
+ | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 16.671 ms | 6 - 30 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
92
  | FFNet-78S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 17.705 ms | 0 - 81 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
93
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 7.727 ms | 1 - 74 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
94
+ | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.93 ms | 6 - 91 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
95
  | FFNet-78S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 13.391 ms | 5 - 210 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
96
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.476 ms | 0 - 54 MB | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.tflite) |
97
+ | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 9.549 ms | 6 - 83 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
98
  | FFNet-78S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 13.702 ms | 10 - 476 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
99
+ | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 18.379 ms | 104 - 104 MB | NPU | [FFNet-78S.dlc](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.dlc) |
100
  | FFNet-78S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.3 ms | 22 - 22 MB | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S_w8a8.onnx) |
101
 
102
 
 
155
  ```bash
156
  python -m qai_hub_models.models.ffnet_78s.export
157
  ```
158
+
 
 
 
 
 
 
 
 
 
 
159
 
160
 
161
  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-x-elite/FFNet-78S.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:924bc82f9d84cf5393bb86d6754837998f6ea0c64982506950bfceaf1377238c
3
  size 52051761
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bc77b5b45b780f53b9e4c198680068a1eebb9b01781a7c74c11d8beae4f77903
3
  size 52051761
precompiled/qualcomm-snapdragon-x-elite/FFNet-78S_w8a8.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5015bba2b46787f8cfb43e8bbd09dbac08c1aa89176d2dcb43481c3d82b1f6d3
3
- size 23552856
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6658f4f033897921884636e30296c44728b4de260f49f9f944c7884d5910d6ac
3
+ size 23552844
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956