Hugging Face's logo

qualcomm
/
Conditional-DETR-ResNet50

Object Detection
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
3fd8447
·
verified ·
1 Parent(s): 344d069

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +27 -27
README.md CHANGED
@@ -34,31 +34,31 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.106 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
38
- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22.351 ms | 3 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
39
- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 19.411 ms | 3 - 5 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
40
- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.353 ms | 0 - 76 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
41
- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16.603 ms | 199 - 270 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
42
- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 14.729 ms | 175 - 469 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
43
- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.97 ms | 0 - 76 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
44
- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 13.452 ms | 3 - 78 MB | FP16 | NPU | Use Export Script |
45
- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.266 ms | 0 - 143 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
46
- | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.186 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
47
- | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.751 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
48
- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 349.877 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
49
- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 346.721 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
50
- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.977 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
51
- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.439 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
52
- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.74 ms | 0 - 62 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
53
- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 24.038 ms | 3 - 9 MB | FP16 | NPU | Use Export Script |
54
- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.406 ms | 0 - 22 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
55
- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.51 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
56
- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.532 ms | 0 - 76 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
57
- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 25.617 ms | 2 - 8 MB | FP16 | NPU | Use Export Script |
58
- | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 25.79 ms | 0 - 59 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
59
- | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 27.662 ms | 3 - 61 MB | FP16 | NPU | Use Export Script |
60
- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.298 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
61
- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.51 ms | 83 - 83 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
62
 
63
 
64
 
@@ -123,8 +123,8 @@ Profiling Results
123
  Conditional-DETR-ResNet50
124
  Device : Samsung Galaxy S23 (13)
125
  Runtime : TFLITE
126
- Estimated inference time (ms) : 22.1
127
- Estimated peak memory usage (MB): [0, 23]
128
  Total # Ops : 843
129
  Compute Unit(s) : NPU (843 ops)
130
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 22.036 ms | 0 - 22 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
38
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22.516 ms | 0 - 25 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
39
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 19.121 ms | 1 - 256 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
40
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 16.354 ms | 0 - 77 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
41
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16.862 ms | 3 - 76 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
42
+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 14.739 ms | 3 - 108 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
43
+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 13.345 ms | 0 - 79 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
44
+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15.419 ms | 3 - 80 MB | FP16 | NPU | Use Export Script |
45
+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.967 ms | 3 - 82 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
46
+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 21.937 ms | 0 - 24 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
47
+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.562 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
48
+ | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 350.17 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
49
+ | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 346.73 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
50
+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.024 ms | 0 - 26 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
51
+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.739 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
52
+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.648 ms | 0 - 64 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
53
+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 24.166 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
54
+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.016 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
55
+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.485 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
56
+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.518 ms | 0 - 76 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
57
+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 25.619 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
58
+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 26.804 ms | 0 - 62 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
59
+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 28.056 ms | 3 - 60 MB | FP16 | NPU | Use Export Script |
60
+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.258 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
61
+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.428 ms | 83 - 83 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
62
 
63
 
64
 
 
123
  Conditional-DETR-ResNet50
124
  Device : Samsung Galaxy S23 (13)
125
  Runtime : TFLITE
126
+ Estimated inference time (ms) : 22.0
127
+ Estimated peak memory usage (MB): [0, 22]
128
  Total # Ops : 843
129
  Compute Unit(s) : NPU (843 ops)
130
  ```