Hugging Face's logo

qualcomm
/
PidNet

Image Segmentation
PyTorch
LiteRT
real_time
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
f41dbce
·
verified ·
1 Parent(s): ded4a8d

v0.39.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (3) hide show
  1. PidNet_float.dlc +2 -2
  2. PidNet_w8a8.dlc +2 -2
  3. README.md +32 -24
PidNet_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:534db7fd777d2cc532bc8c4e973e0b3f003e1b2305201737ab27c5d6fd867263
3
- size 30687756
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0b15ca094811b474ce0348d1e14b7e7cc7304fe5cb28e33ac170c923b8721785
3
+ size 30688348
PidNet_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f16921c169d6fc5195f6b46730eeb3b7334b0ef21cedee70990293ea4c4024e1
3
- size 8407428
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e01185d80bff9172fb67853617c494871602647f34a64429b05e9e1dbe0713a4
3
+ size 8408036
README.md CHANGED
@@ -40,61 +40,69 @@ More details on model performance across various devices, can be found
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
  | PidNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 136.967 ms | 3 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
43
- | PidNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 117.114 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
44
  | PidNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 58.075 ms | 2 - 71 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
45
- | PidNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 69.015 ms | 24 - 109 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
46
  | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 48.439 ms | 2 - 34 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
47
- | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.857 ms | 24 - 56 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
48
  | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 30.442 ms | 24 - 95 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
49
  | PidNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 58.196 ms | 2 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
50
- | PidNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 45.884 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
51
  | PidNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 136.967 ms | 3 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
52
- | PidNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 117.114 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
53
  | PidNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 48.496 ms | 2 - 36 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
54
- | PidNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 37.157 ms | 24 - 53 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
55
  | PidNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 66.154 ms | 2 - 60 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
56
- | PidNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 50.572 ms | 23 - 102 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
57
  | PidNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 48.322 ms | 2 - 33 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
58
- | PidNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.818 ms | 24 - 51 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
59
  | PidNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 58.196 ms | 2 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
60
- | PidNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 45.884 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
61
  | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.82 ms | 1 - 68 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
62
- | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.233 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
63
  | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.595 ms | 24 - 95 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
64
  | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 25.149 ms | 1 - 59 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
65
- | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 18.656 ms | 24 - 105 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
66
  | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 16.048 ms | 4 - 79 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
67
- | PidNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 38.099 ms | 24 - 24 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
 
 
 
68
  | PidNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 29.772 ms | 24 - 24 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
69
  | PidNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 103.498 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
70
- | PidNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 125.88 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
71
  | PidNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 53.027 ms | 1 - 58 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
72
- | PidNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 69.2 ms | 6 - 82 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
73
  | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 52.523 ms | 0 - 22 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
74
- | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 65.559 ms | 6 - 27 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
75
  | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 103.687 ms | 90 - 168 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
76
  | PidNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 53.249 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
77
- | PidNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 66.155 ms | 6 - 70 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
78
  | PidNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 182.411 ms | 1 - 121 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
79
  | PidNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 783.118 ms | 139 - 154 MB | CPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
80
  | PidNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 702.761 ms | 222 - 233 MB | CPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
81
  | PidNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 103.498 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
82
- | PidNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 125.88 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
83
  | PidNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 52.398 ms | 1 - 17 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
84
- | PidNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 65.257 ms | 6 - 29 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
85
  | PidNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 61.688 ms | 1 - 50 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
86
- | PidNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.156 ms | 6 - 73 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
87
  | PidNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 52.34 ms | 0 - 19 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
88
- | PidNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 65.183 ms | 6 - 30 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
89
  | PidNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 53.249 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
90
- | PidNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 66.155 ms | 6 - 70 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
91
  | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 39.624 ms | 1 - 54 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
92
- | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 49.275 ms | 6 - 78 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
93
  | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 79.792 ms | 102 - 1490 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
94
  | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 30.992 ms | 1 - 49 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
95
- | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 41.37 ms | 6 - 83 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
96
  | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 65.547 ms | 95 - 520 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
97
- | PidNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 68.486 ms | 6 - 6 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
 
 
 
 
 
98
  | PidNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.26 ms | 124 - 124 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
99
 
100
 
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
  | PidNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 136.967 ms | 3 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
43
+ | PidNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 117.119 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
44
  | PidNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 58.075 ms | 2 - 71 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
45
+ | PidNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 70.504 ms | 24 - 105 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
46
  | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 48.439 ms | 2 - 34 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
47
+ | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 37.162 ms | 24 - 55 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
48
  | PidNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 30.442 ms | 24 - 95 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
49
  | PidNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 58.196 ms | 2 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
50
+ | PidNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 45.87 ms | 24 - 93 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
51
  | PidNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 136.967 ms | 3 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
52
+ | PidNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 117.119 ms | 24 - 94 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
53
  | PidNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 48.496 ms | 2 - 36 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
54
+ | PidNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 37.219 ms | 24 - 52 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
55
  | PidNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 66.154 ms | 2 - 60 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
56
+ | PidNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 50.499 ms | 0 - 78 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
57
  | PidNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 48.322 ms | 2 - 33 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
58
+ | PidNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.787 ms | 24 - 52 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
59
  | PidNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 58.196 ms | 2 - 57 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
60
+ | PidNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 45.87 ms | 24 - 93 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
61
  | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.82 ms | 1 - 68 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
62
+ | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.093 ms | 24 - 98 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
63
  | PidNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.595 ms | 24 - 95 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
64
  | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 25.149 ms | 1 - 59 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
65
+ | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 18.464 ms | 24 - 105 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
66
  | PidNet | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 16.048 ms | 4 - 79 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
67
+ | PidNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 22.028 ms | 0 - 56 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.tflite) |
68
+ | PidNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 13.889 ms | 24 - 121 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
69
+ | PidNet | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 11.431 ms | 30 - 145 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
70
+ | PidNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 38.114 ms | 24 - 24 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.dlc) |
71
  | PidNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 29.772 ms | 24 - 24 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet.onnx.zip) |
72
  | PidNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 103.498 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
73
+ | PidNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 125.771 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
74
  | PidNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 53.027 ms | 1 - 58 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
75
+ | PidNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 68.97 ms | 6 - 78 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
76
  | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 52.523 ms | 0 - 22 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
77
+ | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 65.339 ms | 6 - 28 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
78
  | PidNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 103.687 ms | 90 - 168 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
79
  | PidNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 53.249 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
80
+ | PidNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 66.057 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
81
  | PidNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 182.411 ms | 1 - 121 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
82
  | PidNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 783.118 ms | 139 - 154 MB | CPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
83
  | PidNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 702.761 ms | 222 - 233 MB | CPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
84
  | PidNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 103.498 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
85
+ | PidNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 125.771 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
86
  | PidNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 52.398 ms | 1 - 17 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
87
+ | PidNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 65.17 ms | 6 - 28 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
88
  | PidNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 61.688 ms | 1 - 50 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
89
+ | PidNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.218 ms | 6 - 72 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
90
  | PidNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 52.34 ms | 0 - 19 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
91
+ | PidNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 65.318 ms | 6 - 32 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
92
  | PidNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 53.249 ms | 1 - 44 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
93
+ | PidNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 66.057 ms | 6 - 69 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
94
  | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 39.624 ms | 1 - 54 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
95
+ | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 48.756 ms | 6 - 79 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
96
  | PidNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 79.792 ms | 102 - 1490 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
97
  | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 30.992 ms | 1 - 49 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
98
+ | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 41.376 ms | 6 - 83 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
99
  | PidNet | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 65.547 ms | 95 - 520 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
100
+ | PidNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 73.884 ms | 2 - 61 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
101
+ | PidNet | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 776.247 ms | 219 - 237 MB | CPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
102
+ | PidNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 24.753 ms | 1 - 47 MB | NPU | [PidNet.tflite](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.tflite) |
103
+ | PidNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 44.127 ms | 6 - 99 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
104
+ | PidNet | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 67.336 ms | 99 - 557 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
105
+ | PidNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 68.436 ms | 6 - 6 MB | NPU | [PidNet.dlc](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.dlc) |
106
  | PidNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 102.26 ms | 124 - 124 MB | NPU | [PidNet.onnx.zip](https://huggingface.co/qualcomm/PidNet/blob/main/PidNet_w8a8.onnx.zip) |
107
 
108