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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. DDRNet23-Slim.onnx +2 -2
  3. DDRNet23-Slim_w8a8.dlc +2 -2
  4. DDRNet23-Slim_w8a8.onnx +2 -2
  5. DDRNet23-Slim_w8a8.tflite +1 -1
  6. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  7. LICENSE +2 -0
  8. README.md +38 -37
.gitattributes CHANGED
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  DDRNet23-Slim.so filter=lfs diff=lfs merge=lfs -text
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  DDRNet23-Slim.dlc filter=lfs diff=lfs merge=lfs -text
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  DDRNet23-Slim_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
 
 
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  DDRNet23-Slim.so filter=lfs diff=lfs merge=lfs -text
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  DDRNet23-Slim.dlc filter=lfs diff=lfs merge=lfs -text
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  DDRNet23-Slim_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 @@
 
 
 
1
+ The license of the original trained model can be found at https://github.com/chenjun2hao/DDRNet.pytorch/blob/main/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
@@ -31,9 +31,10 @@ More details on model performance across various devices, can be found
31
  - Model checkpoint: DDRNet23s_imagenet.pth
32
  - Inference latency: RealTime
33
  - Input resolution: 2048x1024
34
- - Number of parameters: 5.69M
35
- - Model size: 21.7 MB
36
  - Number of output classes: 19
 
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
@@ -57,46 +58,46 @@ More details on model performance across various devices, can be found
57
  | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 39.898 ms | 24 - 79 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
58
  | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.51 ms | 3 - 28 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
59
  | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 32.759 ms | 26 - 64 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
60
- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.617 ms | 29 - 77 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
61
  | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 27.024 ms | 2 - 54 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
62
  | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.198 ms | 24 - 83 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
63
- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.444 ms | 20 - 75 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
64
  | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 27.701 ms | 1 - 48 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
65
  | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 18.691 ms | 24 - 85 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
66
- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 12.594 ms | 28 - 81 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
67
  | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 34.673 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
68
- | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.803 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
69
- | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 97.586 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
70
- | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 139.723 ms | 6 - 55 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
71
- | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 49.907 ms | 1 - 45 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
72
- | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 73.933 ms | 6 - 65 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
73
- | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 49.093 ms | 0 - 14 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
74
- | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 71.674 ms | 6 - 31 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
75
- | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 49.739 ms | 1 - 33 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
76
- | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 72.445 ms | 6 - 57 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
77
- | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 158.05 ms | 10 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
78
- | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 320.913 ms | 21 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
79
- | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 97.586 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
80
- | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 139.723 ms | 6 - 55 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
81
- | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 48.968 ms | 0 - 17 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
82
- | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 71.25 ms | 6 - 24 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
83
- | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 58.447 ms | 1 - 34 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
84
- | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 82.878 ms | 6 - 57 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
85
- | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 48.981 ms | 0 - 17 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
86
- | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 71.391 ms | 6 - 26 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
87
- | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 49.739 ms | 1 - 33 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
88
- | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 72.445 ms | 6 - 57 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
89
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 49.396 ms | 0 - 19 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
90
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 71.379 ms | 6 - 26 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
91
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 75.136 ms | 84 - 105 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
92
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 37.56 ms | 0 - 42 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
93
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 54.329 ms | 6 - 67 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
94
- | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 59.58 ms | 72 - 137 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
95
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 37.012 ms | 1 - 37 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
96
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 60.137 ms | 6 - 67 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
97
- | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 50.59 ms | 67 - 177 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
98
- | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 76.091 ms | 5 - 5 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
99
- | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 80.804 ms | 130 - 130 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
100
 
101
 
102
 
 
31
  - Model checkpoint: DDRNet23s_imagenet.pth
32
  - Inference latency: RealTime
33
  - Input resolution: 2048x1024
 
 
34
  - Number of output classes: 19
35
+ - Number of parameters: 6.13M
36
+ - Model size (float): 21.7 MB
37
+ - Model size (w8a8): 6.11 MB
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
 
58
  | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 39.898 ms | 24 - 79 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
59
  | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.51 ms | 3 - 28 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
60
  | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 32.759 ms | 26 - 64 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
61
+ | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.285 ms | 26 - 70 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
62
  | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 27.024 ms | 2 - 54 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
63
  | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.198 ms | 24 - 83 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
64
+ | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.654 ms | 29 - 85 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
65
  | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 27.701 ms | 1 - 48 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
66
  | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 18.691 ms | 24 - 85 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
67
+ | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 15.035 ms | 30 - 84 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
68
  | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 34.673 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
69
+ | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.827 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
70
+ | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 98.348 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
71
+ | DDRNet23-Slim | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 139.594 ms | 6 - 55 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
72
+ | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 50.338 ms | 1 - 42 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
73
+ | DDRNet23-Slim | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 74.444 ms | 6 - 67 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
74
+ | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 49.33 ms | 1 - 17 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
75
+ | DDRNet23-Slim | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 71.436 ms | 6 - 29 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
76
+ | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 50.2 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
77
+ | DDRNet23-Slim | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 72.613 ms | 6 - 56 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
78
+ | DDRNet23-Slim | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 159.019 ms | 11 - 51 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
79
+ | DDRNet23-Slim | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 316.468 ms | 19 - 29 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
80
+ | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 98.348 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
81
+ | DDRNet23-Slim | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 139.594 ms | 6 - 55 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
82
+ | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 49.227 ms | 0 - 13 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
83
+ | DDRNet23-Slim | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 71.548 ms | 6 - 26 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
84
+ | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 58.287 ms | 1 - 36 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
85
+ | DDRNet23-Slim | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 83.035 ms | 6 - 57 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
86
+ | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 49.284 ms | 0 - 13 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
87
+ | DDRNet23-Slim | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 71.483 ms | 6 - 29 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
88
+ | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 50.2 ms | 1 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
89
+ | DDRNet23-Slim | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 72.613 ms | 6 - 56 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
90
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 49.732 ms | 0 - 13 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
91
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 71.478 ms | 6 - 28 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
92
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 75.754 ms | 79 - 99 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
93
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 37.725 ms | 1 - 45 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
94
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 54.518 ms | 6 - 66 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
95
+ | DDRNet23-Slim | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 57.742 ms | 77 - 136 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
96
+ | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 30.869 ms | 1 - 36 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.tflite) |
97
+ | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 59.946 ms | 6 - 67 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
98
+ | DDRNet23-Slim | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 51.508 ms | 76 - 129 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
99
+ | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 60.817 ms | 6 - 6 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.dlc) |
100
+ | DDRNet23-Slim | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 81.051 ms | 132 - 132 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim_w8a8.onnx) |
101
 
102
 
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