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v0.30.2

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (3) hide show
  1. Beit.bin +0 -3
  2. Beit.so +0 -3
  3. README.md +25 -33
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- version https://git-lfs.github.com/spec/v1
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README.md CHANGED
@@ -35,39 +35,31 @@ 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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- | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 56.331 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 52.85 ms | 0 - 9 MB | NPU | Use Export Script |
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- | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 19.615 ms | 0 - 297 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 27.774 ms | 1 - 302 MB | NPU | Use Export Script |
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- | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 19.249 ms | 0 - 23 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 18.2 ms | 1 - 2 MB | NPU | Use Export Script |
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- | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 22.623 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 20.717 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Beit | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 56.331 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 52.85 ms | 0 - 9 MB | NPU | Use Export Script |
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- | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 19.162 ms | 0 - 19 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 18.109 ms | 1 - 3 MB | NPU | Use Export Script |
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- | Beit | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.017 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 24.159 ms | 1 - 18 MB | NPU | Use Export Script |
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- | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 19.539 ms | 0 - 20 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 18.177 ms | 1 - 3 MB | NPU | Use Export Script |
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- | Beit | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 22.623 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 20.717 ms | 1 - 11 MB | NPU | Use Export Script |
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- | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 19.261 ms | 0 - 18 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 18.106 ms | 0 - 35 MB | NPU | Use Export Script |
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- | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 17.368 ms | 0 - 389 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 13.669 ms | 46 - 348 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 13.448 ms | 1 - 325 MB | NPU | Use Export Script |
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- | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 12.079 ms | 1 - 336 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 13.52 ms | 0 - 286 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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- | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 14.849 ms | 0 - 296 MB | NPU | Use Export Script |
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- | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 13.126 ms | 1 - 303 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 18.318 ms | 1 - 1 MB | NPU | Use Export Script |
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- | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.858 ms | 186 - 186 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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- | Beit | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 166.073 ms | 626 - 894 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit_w8a16.onnx) |
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- | Beit | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 129.536 ms | 665 - 793 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit_w8a16.onnx) |
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- | Beit | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 130.174 ms | 672 - 786 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit_w8a16.onnx) |
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- | Beit | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 201.038 ms | 920 - 920 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit_w8a16.onnx) |
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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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+ | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 56.293 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 52.919 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 19.607 ms | 0 - 297 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 28.195 ms | 1 - 300 MB | NPU | Use Export Script |
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+ | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 19.202 ms | 0 - 18 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 17.84 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | Beit | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 56.293 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 52.919 ms | 0 - 9 MB | NPU | Use Export Script |
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+ | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 19.204 ms | 0 - 26 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 18.235 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | Beit | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.02 ms | 0 - 284 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 24.239 ms | 1 - 18 MB | NPU | Use Export Script |
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+ | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 19.485 ms | 0 - 19 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 18.508 ms | 1 - 2 MB | NPU | Use Export Script |
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+ | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 19.267 ms | 0 - 20 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 18.321 ms | 0 - 35 MB | NPU | Use Export Script |
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+ | Beit | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 17.517 ms | 0 - 396 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 13.696 ms | 0 - 300 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 13.245 ms | 1 - 324 MB | NPU | Use Export Script |
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+ | Beit | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 12.004 ms | 1 - 335 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 13.494 ms | 0 - 286 MB | NPU | [Beit.tflite](https://huggingface.co/qualcomm/Beit/blob/main/Beit.tflite) |
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+ | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 14.735 ms | 1 - 298 MB | NPU | Use Export Script |
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+ | Beit | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 14.909 ms | 1 - 302 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
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+ | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 18.292 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | Beit | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.051 ms | 186 - 186 MB | NPU | [Beit.onnx](https://huggingface.co/qualcomm/Beit/blob/main/Beit.onnx) |
 
 
 
 
 
 
 
 
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