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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (6) hide show
  1. .gitattributes +2 -0
  2. DDRNet23-Slim.dlc +3 -0
  3. DDRNet23-Slim_w8a8.dlc +3 -0
  4. DDRNet23-Slim_w8a8.onnx +3 -0
  5. DDRNet23-Slim_w8a8.tflite +3 -0
  6. README.md +62 -31
.gitattributes CHANGED
@@ -34,3 +34,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* 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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README.md CHANGED
@@ -37,35 +37,66 @@ 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
- | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.097 ms | 3 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 526.808 ms | 24 - 33 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 48.795 ms | 2 - 58 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 58.99 ms | 24 - 82 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.775 ms | 2 - 28 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 32.242 ms | 24 - 28 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 49.192 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 40.218 ms | 24 - 37 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.097 ms | 3 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 526.808 ms | 24 - 33 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 40.744 ms | 2 - 33 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 32.456 ms | 24 - 27 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 54.336 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 42.512 ms | 24 - 41 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.871 ms | 2 - 17 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
55
- | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 32.282 ms | 3 - 5 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 49.192 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 40.218 ms | 24 - 37 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 40.962 ms | 2 - 34 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 32.75 ms | 24 - 63 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.283 ms | 26 - 70 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 27.102 ms | 1 - 52 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 23.269 ms | 24 - 82 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.261 ms | 28 - 86 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 23.239 ms | 2 - 50 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 15.859 ms | 24 - 86 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 12.687 ms | 30 - 84 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 32.797 ms | 24 - 24 MB | NPU | Use Export Script |
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- | DDRNet23-Slim | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.81 ms | 24 - 24 MB | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -129,8 +160,8 @@ Profiling Results
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  DDRNet23-Slim
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 113.1
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- Estimated peak memory usage (MB): [3, 46]
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  Total # Ops : 133
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  Compute Unit(s) : npu (133 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.157 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 96.369 ms | 24 - 78 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
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+ | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 48.382 ms | 2 - 58 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 59.035 ms | 24 - 82 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
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+ | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 40.729 ms | 2 - 32 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 32.367 ms | 25 - 45 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
46
+ | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 49.159 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
47
+ | DDRNet23-Slim | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 39.898 ms | 24 - 79 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
48
+ | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.157 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
49
+ | DDRNet23-Slim | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 96.369 ms | 24 - 78 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
50
+ | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 40.954 ms | 2 - 18 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
51
+ | DDRNet23-Slim | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 32.55 ms | 24 - 59 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
52
+ | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 54.298 ms | 2 - 49 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
53
+ | DDRNet23-Slim | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 42.484 ms | 20 - 74 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
54
+ | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 40.872 ms | 2 - 26 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
55
+ | DDRNet23-Slim | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 32.394 ms | 24 - 65 MB | NPU | [DDRNet23-Slim.dlc](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.dlc) |
56
+ | DDRNet23-Slim | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 49.159 ms | 2 - 46 MB | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | 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) |
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+ | 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
 
 
160
  DDRNet23-Slim
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
+ Estimated inference time (ms) : 113.2
164
+ Estimated peak memory usage (MB): [2, 46]
165
  Total # Ops : 133
166
  Compute Unit(s) : npu (133 ops) gpu (0 ops) cpu (0 ops)
167
  ```