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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 (7) hide show
  1. DenseNet-121_w8a16.dlc +1 -1
  2. DenseNet-121_w8a8.dlc +1 -1
  3. README.md +53 -62
  4. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121.onnx.zip +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a16.onnx.zip +1 -1
  6. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8.onnx.zip +2 -2
  7. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
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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/densenet121).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -37,75 +38,75 @@ 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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- | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.23 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.904 ms | 1 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.614 ms | 0 - 52 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.176 ms | 1 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.904 ms | 0 - 112 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.741 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.949 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.689 ms | 1 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.23 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.904 ms | 1 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.903 ms | 0 - 112 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.737 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.278 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.109 ms | 0 - 25 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.903 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.743 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.949 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.689 ms | 1 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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- | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.904 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.743 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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  | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.685 ms | 0 - 49 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.265 ms | 0 - 53 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.198 ms | 1 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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  | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.181 ms | 0 - 47 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.154 ms | 0 - 43 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.874 ms | 1 - 28 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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  | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.117 ms | 1 - 29 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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  | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.507 ms | 32 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
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  | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.975 ms | 16 - 16 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
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- | DenseNet-121 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.276 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.918 ms | 0 - 44 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.517 ms | 0 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.872 ms | 0 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.276 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.525 ms | 0 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.628 ms | 0 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.523 ms | 0 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.872 ms | 0 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.515 ms | 0 - 21 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.764 ms | 0 - 44 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.744 ms | 0 - 37 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.917 ms | 13 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
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- | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.023 ms | 0 - 36 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.321 ms | 0 - 41 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.168 ms | 0 - 50 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.214 ms | 0 - 51 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.03 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.829 ms | 0 - 15 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.435 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.199 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 96.802 ms | 7 - 39 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 118.87 ms | 0 - 38 MB | GPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.023 ms | 0 - 36 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.321 ms | 0 - 41 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.03 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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  | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.832 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.909 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.95 ms | 0 - 44 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.027 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.835 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.435 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.199 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.028 ms | 0 - 22 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.806 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.202 ms | 0 - 46 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.057 ms | 0 - 50 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.861 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
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- | DenseNet-121 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.302 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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- | DenseNet-121 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.352 ms | 27 - 27 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
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@@ -163,17 +164,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.densenet121.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- DenseNet-121
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 8.2
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- Estimated peak memory usage (MB): [0, 37]
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- Total # Ops : 312
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- Compute Unit(s) : npu (312 ops) gpu (0 ops) cpu (0 ops)
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- ```
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179
  ## How does this work?
 
24
  [here](https://aihub.qualcomm.com/models/densenet121).
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27
+
28
  ### Model Details
29
 
30
  - **Model Type:** Model_use_case.image_classification
 
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39
  | 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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+ | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.244 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
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  | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.904 ms | 1 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
43
+ | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.607 ms | 0 - 50 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
44
  | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.176 ms | 1 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
45
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.901 ms | 0 - 112 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
46
  | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.741 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
47
+ | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.981 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
48
  | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.689 ms | 1 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
49
+ | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.244 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
50
  | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.904 ms | 1 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
51
+ | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.904 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
52
  | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.737 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
53
+ | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.287 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
54
  | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.109 ms | 0 - 25 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
55
+ | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.9 ms | 0 - 115 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
56
  | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.743 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
57
+ | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.981 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
58
  | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.689 ms | 1 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
59
+ | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.905 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
60
  | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.743 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
61
  | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.685 ms | 0 - 49 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
62
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.268 ms | 0 - 53 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
63
  | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.198 ms | 1 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
64
  | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.181 ms | 0 - 47 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
65
+ | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.155 ms | 0 - 50 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
66
  | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.874 ms | 1 - 28 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
67
  | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.117 ms | 1 - 29 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
68
  | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.507 ms | 32 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
69
  | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.975 ms | 16 - 16 MB | NPU | [DenseNet-121.onnx](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx) |
70
+ | DenseNet-121 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.234 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
71
+ | DenseNet-121 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.864 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
72
+ | DenseNet-121 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.532 ms | 0 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
73
+ | DenseNet-121 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.866 ms | 0 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
74
+ | DenseNet-121 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.234 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
75
+ | DenseNet-121 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.53 ms | 0 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
76
+ | DenseNet-121 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.631 ms | 0 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
77
+ | DenseNet-121 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.532 ms | 0 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
78
+ | DenseNet-121 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.866 ms | 0 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
79
+ | DenseNet-121 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.533 ms | 0 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
80
+ | DenseNet-121 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.768 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
81
+ | DenseNet-121 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.742 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
82
+ | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.902 ms | 13 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
83
+ | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.009 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
84
+ | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.317 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
85
+ | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.203 ms | 0 - 50 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
86
+ | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.21 ms | 0 - 53 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
87
+ | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.999 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
88
+ | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.819 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
89
+ | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.434 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
90
+ | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.171 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
91
+ | DenseNet-121 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 94.93 ms | 7 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
92
+ | DenseNet-121 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 120.4 ms | 0 - 39 MB | GPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
93
+ | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.009 ms | 0 - 37 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
94
+ | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.317 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
95
+ | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.045 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
96
  | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.832 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
97
+ | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.94 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
98
+ | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.977 ms | 0 - 44 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
99
+ | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.031 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
100
+ | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.835 ms | 0 - 15 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
101
+ | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.434 ms | 0 - 38 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
102
+ | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.171 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
103
+ | DenseNet-121 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.006 ms | 0 - 23 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
104
+ | DenseNet-121 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.838 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
105
+ | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.206 ms | 0 - 48 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
106
+ | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.038 ms | 0 - 51 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
107
+ | DenseNet-121 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.855 ms | 0 - 43 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.tflite) |
108
+ | DenseNet-121 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.3 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
109
+ | DenseNet-121 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.32 ms | 27 - 27 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
110
 
111
 
112
 
 
164
  ```bash
165
  python -m qai_hub_models.models.densenet121.export
166
  ```
167
+
 
 
 
 
 
 
 
 
 
 
168
 
169
 
170
  ## How does this work?
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