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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. ESRGAN_float.dlc +2 -2
  2. ESRGAN_float.onnx.zip +1 -1
  3. README.md +34 -34
ESRGAN_float.dlc CHANGED
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README.md CHANGED
@@ -35,36 +35,36 @@ 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
37
  |---|---|---|---|---|---|---|---|---|
38
- | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 453.506 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
39
- | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 448.786 ms | 0 - 143 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
40
- | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 136.909 ms | 0 - 184 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
41
- | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 115.184 ms | 0 - 168 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
42
- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 64.316 ms | 3 - 49 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
43
- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 66.481 ms | 0 - 35 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
44
- | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 79.66 ms | 6 - 53 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
45
- | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 108.133 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
46
- | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 105.284 ms | 0 - 146 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
47
- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 453.506 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
48
- | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 448.786 ms | 0 - 143 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
49
- | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 66.97 ms | 3 - 46 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
50
- | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 65.473 ms | 0 - 46 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 117.797 ms | 3 - 181 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 109.967 ms | 0 - 159 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 69.411 ms | 3 - 44 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 65.899 ms | 0 - 48 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 108.133 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
56
- | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 105.284 ms | 0 - 146 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
57
- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 51.965 ms | 3 - 198 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 49.151 ms | 0 - 154 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 51.916 ms | 7 - 187 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
60
- | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 40.166 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
61
- | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 37.863 ms | 0 - 139 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
62
- | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 39.132 ms | 6 - 149 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
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- | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 31.485 ms | 3 - 199 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 29.253 ms | 0 - 143 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 30.538 ms | 6 - 154 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
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- | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 64.917 ms | 115 - 115 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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- | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.631 ms | 37 - 37 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
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@@ -78,9 +78,9 @@ pip install qai-hub-models
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
82
 
83
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
84
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
85
 
86
  With this API token, you can configure your client to run models on the cloud
@@ -88,7 +88,7 @@ hosted devices.
88
  ```bash
89
  qai-hub configure --api_token API_TOKEN
90
  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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@@ -199,7 +199,7 @@ 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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35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 453.418 ms | 3 - 194 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
39
+ | ESRGAN | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 448.635 ms | 0 - 145 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
40
+ | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 110.503 ms | 0 - 185 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
41
+ | ESRGAN | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 117.048 ms | 0 - 174 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 62.56 ms | 0 - 80 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 65.897 ms | 0 - 51 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 73.606 ms | 4 - 52 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
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+ | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 108.208 ms | 3 - 193 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 105.303 ms | 0 - 146 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
47
+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 453.418 ms | 3 - 194 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
48
+ | ESRGAN | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 448.635 ms | 0 - 145 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 64.842 ms | 3 - 46 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 62.695 ms | 0 - 45 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 117.783 ms | 3 - 183 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 111.292 ms | 0 - 160 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 70.807 ms | 3 - 42 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 63.827 ms | 0 - 45 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 108.208 ms | 3 - 193 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 105.303 ms | 0 - 146 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 52.688 ms | 3 - 198 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 50.052 ms | 0 - 160 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 51.927 ms | 4 - 189 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
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+ | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 40.293 ms | 3 - 192 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
61
+ | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 39.077 ms | 0 - 140 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
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+ | ESRGAN | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 40.842 ms | 7 - 150 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
63
+ | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 30.654 ms | 3 - 200 MB | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
64
+ | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 29.078 ms | 0 - 145 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
65
+ | ESRGAN | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 28.775 ms | 6 - 155 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
66
+ | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 64.804 ms | 121 - 121 MB | NPU | [ESRGAN.dlc](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.dlc) |
67
+ | ESRGAN | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.591 ms | 38 - 38 MB | NPU | [ESRGAN.onnx.zip](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx.zip) |
68
 
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78
  ```
79
 
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81
+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
82
 
83
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
84
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
85
 
86
  With this API token, you can configure your client to run models on the cloud
 
88
  ```bash
89
  qai-hub configure --api_token API_TOKEN
90
  ```
91
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
92
 
93
 
94
 
 
199
  spot check the output with expected output.
200
 
201
  **Note**: This on-device profiling and inference requires access to Qualcomm®
202
+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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