Hugging Face's logo

qualcomm
/
Conditional-DETR-ResNet50

Object Detection
PyTorch
LiteRT
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
523a0c9
·
verified ·
1 Parent(s): 080805e

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +31 -26
README.md CHANGED
@@ -1,9 +1,9 @@
1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
4
- pipeline_tag: object-detection
5
  tags:
6
  - android
 
7
 
8
  ---
9
 
@@ -34,30 +34,35 @@ 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 | 21.798 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 | 22.449 ms | 3 - 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 | 19.23 ms | 0 - 213 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 | 16.492 ms | 0 - 79 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 | 16.702 ms | 3 - 75 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 | 14.627 ms | 3 - 112 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 | 14.996 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 | 15.164 ms | 3 - 81 MB | FP16 | NPU | Use Export Script |
45
- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.193 ms | 3 - 84 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 | 22.1 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 | 17.605 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
48
- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 349.833 ms | 0 - 76 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 | 346.829 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
50
- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.134 ms | 0 - 22 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 | 17.64 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
52
- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.676 ms | 0 - 63 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 | 24.055 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
54
- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.155 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 | 17.844 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
56
- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.52 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 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 26.255 ms | 0 - 65 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
58
- | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 26.86 ms | 3 - 65 MB | FP16 | NPU | Use Export Script |
59
- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.169 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
60
- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.53 ms | 83 - 83 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
 
 
 
 
 
61
 
62
 
63
 
@@ -121,7 +126,7 @@ Profiling Results
121
  Conditional-DETR-ResNet50
122
  Device : Samsung Galaxy S23 (13)
123
  Runtime : TFLITE
124
- Estimated inference time (ms) : 21.8
125
  Estimated peak memory usage (MB): [0, 23]
126
  Total # Ops : 843
127
  Compute Unit(s) : NPU (843 ops)
 
1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
 
4
  tags:
5
  - android
6
+ pipeline_tag: object-detection
7
 
8
  ---
9
 
 
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 | 22.199 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 | 17.468 ms | 3 - 5 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 | 19.941 ms | 1 - 218 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 | 16.707 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 | 12.987 ms | 3 - 22 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 | 15.139 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 | 13.04 ms | 0 - 77 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 | 15.18 ms | 3 - 81 MB | FP16 | NPU | Use Export Script |
45
+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.617 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 | SA7255P ADP | SA7255P | TFLITE | 349.667 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
47
+ | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 346.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
48
+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.948 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
49
+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.552 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
50
+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.79 ms | 0 - 61 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
51
+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 24.084 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
52
+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.962 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
53
+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.621 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
54
+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.668 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
55
+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 25.564 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
56
+ | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 349.667 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
57
+ | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 346.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
58
+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.169 ms | 0 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
59
+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.589 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
60
+ | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 31.668 ms | 0 - 75 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
61
+ | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 25.564 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
62
+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 27.259 ms | 0 - 62 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
63
+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 26.975 ms | 3 - 62 MB | FP16 | NPU | Use Export Script |
64
+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.36 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
65
+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.638 ms | 85 - 85 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
66
 
67
 
68
 
 
126
  Conditional-DETR-ResNet50
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
+ Estimated inference time (ms) : 22.2
130
  Estimated peak memory usage (MB): [0, 23]
131
  Total # Ops : 843
132
  Compute Unit(s) : NPU (843 ops)