Hugging Face's logo

qualcomm
/
DETR-ResNet101-DC5

Object Detection
PyTorch
bu_auto
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
df1cf17
·
verified ·
1 Parent(s): 206f801

v0.39.0

Browse files

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

Files changed (2) hide show
  1. DETR-ResNet101-DC5_float.dlc +2 -2
  2. README.md +14 -12
DETR-ResNet101-DC5_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c93bd7489c44e522d6cb989f2d6138c14d573a7bc3fb66e6b83b9ca6b300e7cf
3
- size 243422612
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6a44fe7e4448bf0aae87515d5b5dc95a5689e75b022de9311177d5c0df3d3763
3
+ size 243424148
README.md CHANGED
@@ -34,21 +34,23 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | DETR-ResNet101-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 213.857 ms | 0 - 277 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
38
- | DETR-ResNet101-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 90.279 ms | 5 - 122 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
39
- | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 50.823 ms | 5 - 67 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
40
  | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 54.091 ms | 0 - 207 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
41
- | DETR-ResNet101-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 69.878 ms | 0 - 268 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
42
- | DETR-ResNet101-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 213.857 ms | 0 - 277 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
43
- | DETR-ResNet101-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 50.914 ms | 5 - 73 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
44
- | DETR-ResNet101-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 76.203 ms | 2 - 139 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
45
- | DETR-ResNet101-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 51.285 ms | 5 - 72 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
46
- | DETR-ResNet101-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 69.878 ms | 0 - 268 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
47
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 37.465 ms | 5 - 278 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
48
  | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 39.412 ms | 5 - 269 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
49
- | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 27.996 ms | 4 - 185 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
50
  | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 29.822 ms | 0 - 251 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
51
- | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 52.016 ms | 86 - 86 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
 
 
52
  | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 54.449 ms | 116 - 116 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
53
 
54
 
 
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | DETR-ResNet101-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 213.758 ms | 4 - 281 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
38
+ | DETR-ResNet101-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 89.463 ms | 5 - 122 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
39
+ | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 50.907 ms | 5 - 73 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
40
  | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 54.091 ms | 0 - 207 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
41
+ | DETR-ResNet101-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 69.891 ms | 2 - 269 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
42
+ | DETR-ResNet101-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 213.758 ms | 4 - 281 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
43
+ | DETR-ResNet101-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 50.868 ms | 5 - 74 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
44
+ | DETR-ResNet101-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 76.18 ms | 0 - 136 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
45
+ | DETR-ResNet101-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 51.499 ms | 5 - 69 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
46
+ | DETR-ResNet101-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 69.891 ms | 2 - 269 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
47
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 37.566 ms | 5 - 278 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
48
  | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 39.412 ms | 5 - 269 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
49
+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 27.577 ms | 4 - 187 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
50
  | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 29.822 ms | 0 - 251 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
51
+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 22.889 ms | 5 - 252 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
52
+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 24.934 ms | 5 - 215 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
53
+ | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 51.955 ms | 71 - 71 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
54
  | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 54.449 ms | 116 - 116 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
55
 
56