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DETR-ResNet50-DC5

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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (3) hide show
  1. DETR-ResNet50-DC5_float.dlc +2 -2
  2. DETR-ResNet50-DC5_float.onnx.zip +2 -2
  3. README.md +22 -22
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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-ResNet50-DC5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 169.877 ms | 0 - 222 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 | 73.957 ms | 5 - 110 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 | 46.146 ms | 5 - 58 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) | ONNX | 43.373 ms | 5 - 49 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 57.238 ms | 0 - 223 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 | 169.877 ms | 0 - 222 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 | 46.181 ms | 5 - 53 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 | 63.48 ms | 0 - 99 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 | 46.02 ms | 5 - 57 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 | 57.238 ms | 0 - 223 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 | QNN_DLC | 34.455 ms | 5 - 233 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 | 32.021 ms | 4 - 266 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 23.893 ms | 3 - 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 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 22.213 ms | 2 - 189 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 19.784 ms | 9 - 222 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 18.629 ms | 5 - 211 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 | 47.142 ms | 76 - 76 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 | 43.541 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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@@ -66,9 +66,9 @@ pip install "qai-hub-models[detr-resnet50-dc5]"
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
@@ -76,7 +76,7 @@ hosted devices.
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -187,7 +187,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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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 | 170.487 ms | 0 - 142 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 | 74.042 ms | 5 - 111 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 | 47.158 ms | 7 - 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 43.022 ms | 5 - 45 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 60.489 ms | 4 - 146 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 | 170.487 ms | 0 - 142 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 | 47.214 ms | 5 - 59 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 | 63.357 ms | 2 - 108 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 | 47.247 ms | 5 - 59 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 | 60.489 ms | 4 - 146 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 | QNN_DLC | 34.834 ms | 5 - 153 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 | 31.773 ms | 5 - 269 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 28.525 ms | 0 - 151 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 22.458 ms | 3 - 190 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 20.55 ms | 5 - 255 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 18.603 ms | 5 - 212 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 | 47.981 ms | 66 - 66 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 | 43.488 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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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
72
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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74
  With this API token, you can configure your client to run models on the cloud
 
76
  ```bash
77
  qai-hub configure --api_token API_TOKEN
78
  ```
79
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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