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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. README.md +42 -51
  2. RegNet_w8a8.dlc +1 -1
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/RegNet.onnx.zip +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/RegNet_w8a8.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/regnet).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -36,66 +37,66 @@ 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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- | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.883 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.793 ms | 0 - 80 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.319 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.003 ms | 0 - 225 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.953 ms | 0 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.249 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.883 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.0 ms | 0 - 225 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.974 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.434 ms | 0 - 67 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.36 ms | 1 - 39 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.999 ms | 0 - 229 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.249 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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- | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.008 ms | 0 - 222 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.968 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.913 ms | 1 - 14 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.403 ms | 0 - 91 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.421 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.408 ms | 0 - 53 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.379 ms | 0 - 79 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.307 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.155 ms | 1 - 48 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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  | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.657 ms | 121 - 121 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.022 ms | 39 - 39 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.019 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.297 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.906 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.338 ms | 0 - 64 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.744 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.925 ms | 0 - 18 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.107 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.236 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.551 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.953 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 42.831 ms | 3 - 86 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.019 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.297 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.753 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.933 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.403 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.607 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.76 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.928 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.107 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.236 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.753 ms | 0 - 70 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.937 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.786 ms | 0 - 138 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.535 ms | 0 - 72 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.65 ms | 0 - 68 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.165 ms | 2 - 350 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
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- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.511 ms | 0 - 53 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
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- | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.588 ms | 0 - 51 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.844 ms | 3 - 217 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
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- | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.116 ms | 82 - 82 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
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  | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.18 ms | 22 - 22 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
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@@ -154,17 +155,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.regnet.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- RegNet
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 9.9
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- Estimated peak memory usage (MB): [0, 76]
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- Total # Ops : 114
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- Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
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- ```
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  ## How does this work?
 
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  [here](https://aihub.qualcomm.com/models/regnet).
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+
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
 
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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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+ | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 9.897 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.752 ms | 0 - 82 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.319 ms | 1 - 45 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.997 ms | 0 - 221 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.953 ms | 0 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.262 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 9.897 ms | 0 - 76 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.889 ms | 1 - 44 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.022 ms | 0 - 221 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.974 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.437 ms | 0 - 67 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.36 ms | 1 - 39 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.0 ms | 0 - 225 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.977 ms | 1 - 14 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.262 ms | 0 - 77 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.234 ms | 0 - 43 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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+ | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.022 ms | 0 - 219 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.968 ms | 1 - 15 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.913 ms | 1 - 14 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.389 ms | 0 - 90 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.421 ms | 1 - 53 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.408 ms | 0 - 53 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
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+ | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.36 ms | 0 - 73 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.tflite) |
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  | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.307 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
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  | RegNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.155 ms | 1 - 48 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
67
  | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.657 ms | 121 - 121 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.dlc) |
68
  | RegNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.022 ms | 39 - 39 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet.onnx) |
69
+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.998 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
70
+ | RegNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.879 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
71
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.949 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
72
+ | RegNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.288 ms | 0 - 65 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
73
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.746 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
74
+ | RegNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.928 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
75
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.093 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
76
+ | RegNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.245 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
77
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.521 ms | 0 - 55 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
78
+ | RegNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.024 ms | 0 - 54 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
79
+ | RegNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 50.783 ms | 3 - 85 MB | GPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
80
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.998 ms | 0 - 47 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
81
+ | RegNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.879 ms | 0 - 46 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
82
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.757 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
83
+ | RegNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.945 ms | 0 - 38 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
84
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.374 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
85
+ | RegNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.581 ms | 0 - 49 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
86
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.766 ms | 0 - 68 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
87
+ | RegNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.916 ms | 0 - 48 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
88
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.093 ms | 0 - 48 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
89
+ | RegNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.245 ms | 0 - 47 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
90
+ | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.75 ms | 0 - 69 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
91
+ | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.922 ms | 0 - 49 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
92
  | RegNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.786 ms | 0 - 138 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
93
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.552 ms | 0 - 74 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
94
+ | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.652 ms | 0 - 64 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
95
  | RegNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.165 ms | 2 - 350 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
96
+ | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.537 ms | 0 - 52 MB | NPU | [RegNet.tflite](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.tflite) |
97
+ | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.586 ms | 0 - 52 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
98
  | RegNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.844 ms | 3 - 217 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
99
+ | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.118 ms | 84 - 84 MB | NPU | [RegNet.dlc](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.dlc) |
100
  | RegNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.18 ms | 22 - 22 MB | NPU | [RegNet.onnx](https://huggingface.co/qualcomm/RegNet/blob/main/RegNet_w8a8.onnx) |
101
 
102
 
 
155
  ```bash
156
  python -m qai_hub_models.models.regnet.export
157
  ```
158
+
 
 
 
 
 
 
 
 
 
 
159
 
160
 
161
  ## How does this work?
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