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DETR-ResNet50-DC5

Object Detection
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (7) hide show
  1. DETR-ResNet50-DC5.dlc +2 -2
  2. DETR-ResNet50-DC5.onnx.zip +1 -1
  3. README.md +17 -17
  4. precompiled/qualcomm-snapdragon-x-elite/DETR-ResNet50-DC5.bin +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/DETR-ResNet50-DC5.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  7. sdk_versions.yml +2 -2
DETR-ResNet50-DC5.dlc CHANGED
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README.md CHANGED
@@ -34,23 +34,23 @@ 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-ResNet50-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 167.827 ms | 0 - 256 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 77.296 ms | 5 - 139 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 47.37 ms | 5 - 60 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 59.89 ms | 5 - 271 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 167.827 ms | 0 - 256 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 46.95 ms | 6 - 63 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 66.286 ms | 5 - 158 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 47.051 ms | 5 - 63 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 59.89 ms | 5 - 271 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 48.313 ms | 5 - 60 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 51.41 ms | 0 - 148 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 35.036 ms | 5 - 263 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 37.581 ms | 106 - 348 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 31.008 ms | 5 - 272 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 33.093 ms | 5 - 176 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 50.045 ms | 127 - 127 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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- | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 52.372 ms | 79 - 79 MB | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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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-ResNet50-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 162.83 ms | 4 - 251 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 71.84 ms | 5 - 114 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 44.237 ms | 5 - 56 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 55.871 ms | 0 - 248 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 162.83 ms | 4 - 251 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 44.305 ms | 5 - 56 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 63.989 ms | 5 - 128 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 44.247 ms | 5 - 55 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 55.871 ms | 0 - 248 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 44.215 ms | 5 - 56 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 50.523 ms | 0 - 163 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.326 ms | 5 - 260 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 37.805 ms | 5 - 231 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 27.226 ms | 5 - 267 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 33.071 ms | 5 - 173 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.477 ms | 61 - 61 MB | NPU | [DETR-ResNet50-DC5.dlc](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.dlc) |
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+ | DETR-ResNet50-DC5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 52.427 ms | 79 - 79 MB | NPU | [DETR-ResNet50-DC5.onnx.zip](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx.zip) |
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