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Sequencer2D

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v0.39.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (4) hide show
  1. README.md +23 -18
  2. Sequencer2D_float.dlc +2 -2
  3. Sequencer2D_w8a8.onnx.zip +2 -2
  4. Sequencer2D_w8a8.tflite +1 -1
README.md CHANGED
@@ -37,33 +37,38 @@ 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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  | Sequencer2D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 116.656 ms | 0 - 542 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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- | Sequencer2D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 59.22 ms | 1 - 805 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 57.773 ms | 0 - 411 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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- | Sequencer2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 67.919 ms | 1 - 432 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 60.096 ms | 0 - 70 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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- | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 22.679 ms | 0 - 107 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 46.962 ms | 0 - 238 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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  | Sequencer2D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 62.087 ms | 0 - 541 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
 
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  | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 43.924 ms | 0 - 543 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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- | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 15.732 ms | 1 - 1656 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 33.638 ms | 1 - 872 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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  | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 37.148 ms | 0 - 537 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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- | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 14.601 ms | 0 - 803 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 23.506 ms | 1 - 508 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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- | Sequencer2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 23.775 ms | 830 - 830 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
 
 
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  | Sequencer2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 48.364 ms | 65 - 65 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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- | Sequencer2D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 82.339 ms | 0 - 486 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 39.607 ms | 0 - 381 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 44.655 ms | 0 - 67 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 84.222 ms | 121 - 257 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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- | Sequencer2D | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 45.772 ms | 0 - 485 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 262.468 ms | 20 - 41 MB | CPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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- | Sequencer2D | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 246.974 ms | 17 - 48 MB | CPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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- | Sequencer2D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 32.408 ms | 0 - 490 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 65.763 ms | 137 - 2462 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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- | Sequencer2D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.784 ms | 0 - 480 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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- | Sequencer2D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 58.447 ms | 160 - 712 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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- | Sequencer2D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 80.04 ms | 232 - 232 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
 
 
 
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37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
  | Sequencer2D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 116.656 ms | 0 - 542 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
 
40
  | Sequencer2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 57.773 ms | 0 - 411 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 68.072 ms | 1 - 431 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 60.096 ms | 0 - 70 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 22.841 ms | 0 - 105 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 46.962 ms | 0 - 238 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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  | Sequencer2D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 62.087 ms | 0 - 541 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 26.485 ms | 36 - 1231 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
47
  | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 43.924 ms | 0 - 543 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 15.684 ms | 0 - 1655 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 33.638 ms | 1 - 872 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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  | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 37.148 ms | 0 - 537 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 14.475 ms | 0 - 804 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 23.506 ms | 1 - 508 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
53
+ | Sequencer2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 35.766 ms | 0 - 499 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.tflite) |
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+ | Sequencer2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 18.535 ms | 1 - 937 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
55
+ | Sequencer2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 23.723 ms | 832 - 832 MB | NPU | [Sequencer2D.dlc](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.dlc) |
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  | Sequencer2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 48.364 ms | 65 - 65 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D.onnx.zip) |
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+ | Sequencer2D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 82.278 ms | 0 - 493 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 39.8 ms | 0 - 381 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 44.427 ms | 0 - 73 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 89.188 ms | 121 - 255 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 45.857 ms | 0 - 490 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 279.052 ms | 19 - 40 MB | CPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 242.143 ms | 13 - 45 MB | CPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 32.384 ms | 0 - 491 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 65.559 ms | 163 - 766 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.595 ms | 0 - 475 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 46.191 ms | 161 - 715 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 247.8 ms | 19 - 38 MB | CPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 25.13 ms | 0 - 478 MB | NPU | [Sequencer2D.tflite](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.tflite) |
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+ | Sequencer2D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 43.23 ms | 147 - 1039 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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+ | Sequencer2D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 79.085 ms | 228 - 228 MB | NPU | [Sequencer2D.onnx.zip](https://huggingface.co/qualcomm/Sequencer2D/blob/main/Sequencer2D_w8a8.onnx.zip) |
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