Hugging Face's logo

qualcomm
/
RegNet

Image Classification
PyTorch
LiteRT
backbone
android
Model card Files Community
qaihm-bot commited on
Commit
2fc2289
·
verified ·
1 Parent(s): bd9ef73

v0.35.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.35.0 for changelog.

Files changed (13) hide show
  1. README.md +57 -61
  2. RegNet.dlc +2 -2
  3. RegNet.onnx.zip +1 -1
  4. RegNet_w8a8.dlc +2 -2
  5. RegNet_w8a8.onnx.zip +0 -3
  6. precompiled/qualcomm-qcs6490-proxy/RegNet_w8a8.bin +2 -2
  7. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  8. precompiled/qualcomm-snapdragon-x-elite/RegNet.bin +2 -2
  9. precompiled/qualcomm-snapdragon-x-elite/RegNet.onnx.zip +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.bin +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.onnx.zip +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  13. sdk_versions.yml +3 -3
README.md CHANGED
@@ -37,67 +37,63 @@ More details on model performance across various devices, can be found
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.897 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
41
- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
42
- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.752 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
43
- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.319 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
44
- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.997 ms | 0 - 221 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
45
- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.953 ms | 0 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
46
- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.262 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
47
- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
48
- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.897 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
49
- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
50
- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.022 ms | 0 - 221 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
51
- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.974 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
52
- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.437 ms | 0 - 67 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
53
- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.36 ms | 1 - 39 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
54
- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.0 ms | 0 - 225 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
55
- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
56
- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.262 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
57
- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
58
- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.022 ms | 0 - 219 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
59
- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.968 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
60
- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.913 ms | 1 - 14 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
61
- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.389 ms | 0 - 90 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
62
- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.421 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
63
- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.408 ms | 0 - 53 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
64
- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.36 ms | 0 - 73 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
65
- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.307 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
66
- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.155 ms | 1 - 48 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
67
- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.657 ms | 121 - 121 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
68
- | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.022 ms | 39 - 39 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
69
- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.998 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
70
- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.879 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
71
- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.949 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
72
- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.288 ms | 0 - 65 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
73
- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.746 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
74
- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.928 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
75
- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.093 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
76
- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.245 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
77
- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.521 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
78
- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.024 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
79
- | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 50.783 ms | 3 - 85 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
80
- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.998 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
81
- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.879 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
82
- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.757 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
83
- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.945 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
84
- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.374 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
85
- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.581 ms | 0 - 49 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
86
- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.766 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
87
- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.916 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
88
- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.093 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
89
- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.245 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
90
- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.75 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
91
- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.922 ms | 0 - 49 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
92
- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.786 ms | 0 - 138 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
93
- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.552 ms | 0 - 74 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
94
- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.652 ms | 0 - 64 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
95
- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.165 ms | 2 - 350 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
96
- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.537 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
97
- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.586 ms | 0 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
98
- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.844 ms | 3 - 217 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
99
- | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.118 ms | 84 - 84 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
100
- | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.18 ms | 22 - 22 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
101
 
102
 
103
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.886 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
41
+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.888 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
42
+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.79 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
43
+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.33 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
44
+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.007 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
45
+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.984 ms | 1 - 17 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
46
+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.239 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
47
+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.252 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
48
+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.886 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
49
+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.888 ms | 1 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
50
+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.014 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
51
+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.957 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
52
+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.455 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
53
+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.394 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
54
+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.005 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
55
+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 1 - 16 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
56
+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.239 ms | 0 - 66 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
57
+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.252 ms | 0 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
58
+ | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.004 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
59
+ | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.971 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
60
+ | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.957 ms | 1 - 13 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
61
+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.402 ms | 0 - 81 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
62
+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.427 ms | 1 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
63
+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.446 ms | 0 - 55 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
64
+ | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.346 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
65
+ | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.081 ms | 0 - 51 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
66
+ | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.363 ms | 1 - 49 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
67
+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.212 ms | 106 - 106 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
68
+ | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.028 ms | 40 - 40 MB | NPU | [RegNet.onnx.zip](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx.zip) |
69
+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.98 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
70
+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.284 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
71
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.904 ms | 0 - 71 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
72
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.331 ms | 0 - 62 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
73
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.749 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
74
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.931 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
75
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
76
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.275 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
77
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.481 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
78
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.018 ms | 0 - 60 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
79
+ | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 52.231 ms | 3 - 86 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
80
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.98 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
81
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.284 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
82
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.748 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
83
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.911 ms | 0 - 19 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
84
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.351 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
85
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.603 ms | 0 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
86
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.735 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
87
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.935 ms | 0 - 39 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
88
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.098 ms | 0 - 46 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
89
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.275 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
90
+ | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.748 ms | 0 - 67 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
91
+ | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.929 ms | 0 - 29 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
92
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.553 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
93
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.642 ms | 0 - 66 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
94
+ | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.435 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
95
+ | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.566 ms | 0 - 55 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
96
+ | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.119 ms | 77 - 77 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
 
 
 
 
97
 
98
 
99
 
RegNet.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0de29a68d86238741447a02abfc1475ec6dbc07245653f52890b05c3a316e81d
3
- size 61279931
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a1fbec3fbf4fb4dd0958f16842688d39e0170b7483935ba2643dcfba2f90cef
3
+ size 61285444
RegNet.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:48f20ec991893479fd9f03eb8b29b21655be6475924de92ce9b3c7f9bf9bce23
3
  size 57036089
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5bca22585f23c16509b2dad83b5f96a7bb3b9fafa385484b8258b1492f5ab664
3
  size 57036089
RegNet_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cbab22e1908b9a99ffee659be503e008a8d98c3d933dcc48d85d4fd8128a02d1
3
- size 17300105
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24c7b2c36faad8f155c98ffcfa897d6e9f17ea58f58a8fd62ef22a3056c7ead5
3
+ size 17348532
RegNet_w8a8.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:9e2e21811e2b3d12444bbd3b624d2f2ea96e8dd61e90352bc1039042f86f5f1a
3
- size 28841816
 
 
 
 
precompiled/qualcomm-qcs6490-proxy/RegNet_w8a8.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a2cfe7f014d66ee3ec622f5b0b221814a380a974aabdcc2d5babf94bb23c951c
3
- size 20783992
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:21ab84b8a8969004c7d1007c0d9b163f81f077fe0f2afde9a455116c4ced1dfa
3
+ size 20807680
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml CHANGED
@@ -1,3 +1,3 @@
1
  sdk_versions:
2
  qnn_context_binary:
3
- qairt: 2.34.2.250528164111_119506
 
1
  sdk_versions:
2
  qnn_context_binary:
3
+ qairt: 2.37.0.250724175447_124859
precompiled/qualcomm-snapdragon-x-elite/RegNet.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b7140a68e75ec4d36bd6d501ef16e2835e5d905b63b450642e0b769cfb7a9c1c
3
- size 41067304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0c2f43731cb524b628114c779924248a331b4f567aa19dbeb849cf687cb8de7f
3
+ size 41082880
precompiled/qualcomm-snapdragon-x-elite/RegNet.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ad3ee0c1215736f21ecc548bdf8c77e4ae10b87f3b018538aaeb4a5dbcdd944b
3
- size 28984542
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef2c800b1967411e0836940342cc75e93b553d231c391535c58c65797dcc2eac
3
+ size 28985521
precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1602957a3038ffe03213f26f25bcfa6bba7c73da88001121c5d70abea295363d
3
- size 21095232
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df1601f8f80696beae89ab23a173633eede692c139f857d4564bb4b429dd4e75
3
+ size 21110784
precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:94abb1b3504d44fa19d3c8ae6b200a955a6b089001e7ef330870810d5c0af418
3
- size 13470158
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a440dcda28b0a32f3236049c4dc148a7ef5c11e2f46321ea3e3e89ae0e293722
3
+ size 13473714
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml CHANGED
@@ -1,5 +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
 
1
  sdk_versions:
2
  qnn_context_binary:
3
+ qairt: 2.37.0.250724175447_124859
4
  precompiled_qnn_onnx:
5
  qairt: 2.33.2.250410134701_117956
sdk_versions.yml CHANGED
@@ -1,9 +1,9 @@
1
  sdk_versions:
2
  tflite:
3
- qairt: 2.34.2.250528164111_119506
4
  tflite: 2.17.0
5
  qnn_dlc:
6
- qairt: 2.34.2.250528164111_119506
7
  onnx:
8
- qairt: 2.34.2.250528164111_119506
9
  onnx_runtime: 1.22.0
 
1
  sdk_versions:
2
  tflite:
3
+ qairt: 2.37.0.250724175447_124859
4
  tflite: 2.17.0
5
  qnn_dlc:
6
+ qairt: 2.37.0.250724175447_124859
7
  onnx:
8
+ qairt: 2.33.2.250410134701_117956
9
  onnx_runtime: 1.22.0