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SalsaNext

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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 +25 -19
  2. SalsaNext_float.dlc +2 -2
  3. SalsaNext_w8a16.dlc +2 -2
  4. SalsaNext_w8a16.onnx.zip +2 -2
README.md CHANGED
@@ -32,34 +32,40 @@ 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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  | SalsaNext | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 120.811 ms | 10 - 51 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 116.705 ms | 0 - 42 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 44.693 ms | 10 - 66 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 53.686 ms | 3 - 64 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 31.496 ms | 0 - 20 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 31.905 ms | 2 - 17 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 34.692 ms | 10 - 57 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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  | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 38.36 ms | 10 - 51 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 37.62 ms | 3 - 45 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 22.819 ms | 9 - 57 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.792 ms | 3 - 48 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.182 ms | 25 - 75 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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  | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 18.082 ms | 8 - 53 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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- | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 19.512 ms | 2 - 50 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 21.728 ms | 21 - 70 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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- | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 30.633 ms | 18 - 18 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
 
 
 
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  | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.253 ms | 33 - 33 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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- | SalsaNext | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 71.302 ms | 1 - 75 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 82.047 ms | 1 - 129 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 41.215 ms | 1 - 28 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 40.211 ms | 1 - 78 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 2021.051 ms | 343 - 358 MB | CPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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- | SalsaNext | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1652.577 ms | 371 - 381 MB | CPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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- | SalsaNext | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.189 ms | 1 - 76 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 245.453 ms | 321 - 639 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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- | SalsaNext | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 24.09 ms | 1 - 83 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 213.749 ms | 321 - 498 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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- | SalsaNext | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 40.788 ms | 72 - 72 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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- | SalsaNext | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 329.664 ms | 512 - 512 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
 
 
 
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32
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
33
  |---|---|---|---|---|---|---|---|---|
34
  | SalsaNext | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 120.811 ms | 10 - 51 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
35
+ | SalsaNext | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 116.578 ms | 0 - 42 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
36
  | SalsaNext | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 44.693 ms | 10 - 66 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
37
+ | SalsaNext | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 54.535 ms | 3 - 63 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
38
  | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 31.496 ms | 0 - 20 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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+ | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 31.98 ms | 5 - 20 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 34.692 ms | 10 - 57 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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  | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 38.36 ms | 10 - 51 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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+ | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 37.667 ms | 1 - 43 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
43
  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 22.819 ms | 9 - 57 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
44
+ | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.236 ms | 3 - 50 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
45
  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 26.182 ms | 25 - 75 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
46
  | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 18.082 ms | 8 - 53 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
47
+ | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 19.181 ms | 0 - 48 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
48
  | SalsaNext | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 21.728 ms | 21 - 70 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
49
+ | SalsaNext | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 15.75 ms | 10 - 54 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
50
+ | SalsaNext | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 15.257 ms | 3 - 53 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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+ | SalsaNext | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 16.107 ms | 23 - 74 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
52
+ | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 30.697 ms | 18 - 18 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
53
  | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.253 ms | 33 - 33 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx.zip) |
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+ | SalsaNext | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 71.382 ms | 1 - 75 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 82.329 ms | 1 - 128 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 41.268 ms | 0 - 54 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 40.221 ms | 1 - 79 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 2057.287 ms | 357 - 371 MB | CPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 1704.84 ms | 371 - 382 MB | CPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 28.147 ms | 1 - 83 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 241.977 ms | 318 - 638 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 23.719 ms | 1 - 83 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 233.064 ms | 321 - 498 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 1875.648 ms | 346 - 363 MB | CPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 18.666 ms | 1 - 104 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 185.85 ms | 318 - 496 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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+ | SalsaNext | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 40.769 ms | 66 - 66 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 330.467 ms | 529 - 529 MB | NPU | [SalsaNext.onnx.zip](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.onnx.zip) |
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