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DETR-ResNet101-DC5

Object Detection
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v0.40.0

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See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (4) hide show
  1. DETR-ResNet101-DC5_float.dlc +2 -2
  2. DETR-ResNet101-DC5_float.onnx.zip +1 -1
  3. README.md +18 -18
  4. tool-versions.yaml +1 -1
DETR-ResNet101-DC5_float.dlc CHANGED
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DETR-ResNet101-DC5_float.onnx.zip CHANGED
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README.md CHANGED
@@ -34,24 +34,24 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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  | 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 | 216.632 ms | 0 - 254 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 87.026 ms | 5 - 119 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 53.046 ms | 5 - 67 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 50.063 ms | 5 - 58 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
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+ | DETR-ResNet101-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 71.797 ms | 3 - 256 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 216.632 ms | 0 - 254 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 53.373 ms | 5 - 76 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 76.139 ms | 5 - 113 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 53.455 ms | 5 - 75 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 71.797 ms | 3 - 256 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 39.137 ms | 5 - 266 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 37.06 ms | 5 - 191 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
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+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 29.021 ms | 3 - 180 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 28.704 ms | 0 - 209 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
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+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 23.431 ms | 5 - 285 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 22.158 ms | 5 - 295 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
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+ | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 53.845 ms | 81 - 81 MB | NPU | [DETR-ResNet101-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.dlc) |
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+ | DETR-ResNet101-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 50.223 ms | 116 - 116 MB | NPU | [DETR-ResNet101-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx.zip) |
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tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
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  tool_versions:
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  onnx:
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  qairt: 2.37.1.250807093845_124904
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- onnx_runtime: 1.22.2
 
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  tool_versions:
2
  onnx:
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  qairt: 2.37.1.250807093845_124904
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+ onnx_runtime: 1.23.0