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v0.39.0

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

Files changed (3) hide show
  1. ConvNext-Tiny_float.dlc +2 -2
  2. ConvNext-Tiny_w8a16.dlc +2 -2
  3. README.md +31 -24
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README.md CHANGED
@@ -37,50 +37,57 @@ 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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  | ConvNext-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.186 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.143 ms | 0 - 100 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.814 ms | 0 - 109 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.53 ms | 1 - 114 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.926 ms | 0 - 440 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.565 ms | 0 - 17 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.012 ms | 0 - 155 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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  | ConvNext-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.221 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.993 ms | 1 - 101 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.186 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.143 ms | 0 - 100 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.968 ms | 0 - 436 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.572 ms | 0 - 23 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.935 ms | 0 - 102 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.252 ms | 1 - 108 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.928 ms | 0 - 436 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.593 ms | 1 - 15 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.221 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.993 ms | 1 - 101 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.204 ms | 0 - 110 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.58 ms | 0 - 110 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.164 ms | 1 - 111 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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  | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.675 ms | 0 - 105 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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- | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.999 ms | 1 - 107 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.742 ms | 0 - 103 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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- | ConvNext-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.858 ms | 469 - 469 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
 
 
 
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  | ConvNext-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.886 ms | 57 - 57 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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- | ConvNext-Tiny | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.751 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.133 ms | 0 - 73 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.072 ms | 0 - 16 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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  | ConvNext-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 78.493 ms | 212 - 387 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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- | ConvNext-Tiny | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.445 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.592 ms | 0 - 86 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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  | ConvNext-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 210.001 ms | 33 - 48 MB | CPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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  | ConvNext-Tiny | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 217.205 ms | 23 - 35 MB | CPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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- | ConvNext-Tiny | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.751 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.08 ms | 0 - 17 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.642 ms | 0 - 65 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.074 ms | 0 - 15 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.445 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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- | ConvNext-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.147 ms | 0 - 71 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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  | ConvNext-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 65.45 ms | 218 - 981 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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  | ConvNext-Tiny | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.568 ms | 0 - 65 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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  | ConvNext-Tiny | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 59.081 ms | 221 - 556 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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- | ConvNext-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.39 ms | 180 - 180 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
 
 
 
 
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  | ConvNext-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 73.816 ms | 230 - 230 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
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  | ConvNext-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.186 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 15.154 ms | 0 - 100 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.814 ms | 0 - 109 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.521 ms | 1 - 114 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.926 ms | 0 - 440 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.57 ms | 0 - 23 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.012 ms | 0 - 155 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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  | ConvNext-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.221 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.964 ms | 1 - 101 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.186 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 15.154 ms | 0 - 100 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.968 ms | 0 - 436 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.569 ms | 1 - 14 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.935 ms | 0 - 102 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.236 ms | 1 - 108 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.928 ms | 0 - 436 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.587 ms | 0 - 30 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.221 ms | 0 - 99 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.964 ms | 1 - 101 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.204 ms | 0 - 110 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.596 ms | 0 - 109 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.164 ms | 1 - 111 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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  | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.675 ms | 0 - 105 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.994 ms | 1 - 107 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.742 ms | 0 - 103 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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+ | ConvNext-Tiny | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.39 ms | 0 - 104 MB | NPU | [ConvNext-Tiny.tflite](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.tflite) |
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+ | ConvNext-Tiny | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.606 ms | 1 - 106 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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+ | ConvNext-Tiny | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.496 ms | 0 - 101 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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+ | ConvNext-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.824 ms | 472 - 472 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.dlc) |
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  | ConvNext-Tiny | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.886 ms | 57 - 57 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny.onnx.zip) |
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+ | ConvNext-Tiny | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.79 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
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+ | ConvNext-Tiny | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.231 ms | 0 - 70 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
71
+ | ConvNext-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.091 ms | 0 - 15 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
72
  | ConvNext-Tiny | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 78.493 ms | 212 - 387 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
73
+ | ConvNext-Tiny | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.471 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
74
+ | ConvNext-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 12.59 ms | 0 - 86 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
75
  | ConvNext-Tiny | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 210.001 ms | 33 - 48 MB | CPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
76
  | ConvNext-Tiny | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 217.205 ms | 23 - 35 MB | CPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
77
+ | ConvNext-Tiny | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.79 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
78
+ | ConvNext-Tiny | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.08 ms | 0 - 15 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
79
+ | ConvNext-Tiny | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.616 ms | 0 - 67 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
80
+ | ConvNext-Tiny | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.077 ms | 0 - 16 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
81
+ | ConvNext-Tiny | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.471 ms | 0 - 60 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
82
+ | ConvNext-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.134 ms | 0 - 72 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
83
  | ConvNext-Tiny | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 65.45 ms | 218 - 981 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
84
  | ConvNext-Tiny | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.568 ms | 0 - 65 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
85
  | ConvNext-Tiny | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 59.081 ms | 221 - 556 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
86
+ | ConvNext-Tiny | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 3.498 ms | 0 - 74 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
87
+ | ConvNext-Tiny | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 234.457 ms | 30 - 47 MB | CPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
88
+ | ConvNext-Tiny | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.259 ms | 0 - 67 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
89
+ | ConvNext-Tiny | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 57.079 ms | 212 - 539 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
90
+ | ConvNext-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.385 ms | 181 - 181 MB | NPU | [ConvNext-Tiny.dlc](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.dlc) |
91
  | ConvNext-Tiny | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 73.816 ms | 230 - 230 MB | NPU | [ConvNext-Tiny.onnx.zip](https://huggingface.co/qualcomm/ConvNext-Tiny/blob/main/ConvNext-Tiny_w8a16.onnx.zip) |
92
 
93