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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 (5) hide show
  1. LeViT_float.tflite +1 -1
  2. LeViT_w8a16.dlc +2 -2
  3. LeViT_w8a16_mixed_int16.dlc +2 -2
  4. LeViT_w8a16_mixed_int16.onnx.zip +2 -2
  5. README.md +32 -22
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README.md CHANGED
@@ -37,41 +37,51 @@ More details on model performance across various devices, can be found
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
  | LeViT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.001 ms | 0 - 42 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.785 ms | 0 - 51 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
41
  | LeViT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.496 ms | 0 - 84 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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  | LeViT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.691 ms | 0 - 67 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
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- | LeViT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.973 ms | 0 - 42 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.037 ms | 0 - 54 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
45
  | LeViT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.089 ms | 0 - 52 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
46
- | LeViT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.807 ms | 0 - 49 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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  | LeViT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.927 ms | 0 - 46 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
 
 
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  | LeViT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.602 ms | 16 - 16 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
49
- | LeViT | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.731 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
50
- | LeViT | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.594 ms | 0 - 37 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
51
- | LeViT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.363 ms | 0 - 11 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
52
  | LeViT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.077 ms | 0 - 37 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
53
- | LeViT | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.671 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
54
  | LeViT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.262 ms | 0 - 34 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
55
  | LeViT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 18.283 ms | 6 - 22 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
56
  | LeViT | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 14.743 ms | 5 - 19 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
57
- | LeViT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.929 ms | 0 - 37 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
58
  | LeViT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.166 ms | 0 - 68 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
59
- | LeViT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.639 ms | 0 - 31 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
60
  | LeViT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.987 ms | 0 - 57 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
61
- | LeViT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.559 ms | 5 - 5 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
 
 
 
 
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  | LeViT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.172 ms | 15 - 15 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
63
- | LeViT | w8a16_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.79 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
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- | LeViT | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.372 ms | 0 - 18 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
65
- | LeViT | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.893 ms | 0 - 41 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
66
- | LeViT | w8a16_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.675 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
67
- | LeViT | w8a16_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 18.027 ms | 6 - 21 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
68
- | LeViT | w8a16_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 15.108 ms | 5 - 22 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
69
- | LeViT | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.948 ms | 0 - 35 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
70
- | LeViT | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.72 ms | 0 - 68 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
71
  | LeViT | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.654 ms | 0 - 30 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
72
- | LeViT | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.572 ms | 0 - 57 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
73
- | LeViT | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.577 ms | 15 - 15 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
74
- | LeViT | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.96 ms | 8 - 8 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.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
  | LeViT | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.001 ms | 0 - 42 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
40
+ | LeViT | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.756 ms | 0 - 52 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
41
  | LeViT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.496 ms | 0 - 84 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
42
  | LeViT | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.691 ms | 0 - 67 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
43
+ | LeViT | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.993 ms | 0 - 41 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
44
+ | LeViT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.035 ms | 0 - 52 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
45
  | LeViT | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.089 ms | 0 - 52 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
46
+ | LeViT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.805 ms | 0 - 48 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
47
  | LeViT | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.927 ms | 0 - 46 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
48
+ | LeViT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.723 ms | 0 - 45 MB | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
49
+ | LeViT | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.966 ms | 0 - 43 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
50
  | LeViT | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.602 ms | 16 - 16 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx.zip) |
51
+ | LeViT | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.75 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
52
+ | LeViT | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.636 ms | 0 - 36 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
53
+ | LeViT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.367 ms | 0 - 10 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
54
  | LeViT | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.077 ms | 0 - 37 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
55
+ | LeViT | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.666 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
56
  | LeViT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 4.262 ms | 0 - 34 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
57
  | LeViT | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 18.283 ms | 6 - 22 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
58
  | LeViT | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 14.743 ms | 5 - 19 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
59
+ | LeViT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.914 ms | 0 - 35 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
60
  | LeViT | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.166 ms | 0 - 68 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
61
+ | LeViT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.638 ms | 0 - 31 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
62
  | LeViT | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.987 ms | 0 - 57 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
63
+ | LeViT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.421 ms | 0 - 30 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
64
+ | LeViT | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 16.082 ms | 6 - 22 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
65
+ | LeViT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.576 ms | 0 - 33 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
66
+ | LeViT | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.549 ms | 0 - 59 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
67
+ | LeViT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.546 ms | 6 - 6 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.dlc) |
68
  | LeViT | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.172 ms | 15 - 15 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16.onnx.zip) |
69
+ | LeViT | w8a16_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.78 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
70
+ | LeViT | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.375 ms | 0 - 13 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
71
+ | LeViT | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.934 ms | 0 - 40 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
72
+ | LeViT | w8a16_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.7 ms | 0 - 25 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
73
+ | LeViT | w8a16_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 18.329 ms | 6 - 21 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
74
+ | LeViT | w8a16_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 14.96 ms | 5 - 22 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
75
+ | LeViT | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.943 ms | 0 - 34 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
76
+ | LeViT | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.77 ms | 0 - 70 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
77
  | LeViT | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.654 ms | 0 - 30 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
78
+ | LeViT | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.561 ms | 0 - 55 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
79
+ | LeViT | w8a16_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.44 ms | 0 - 29 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
80
+ | LeViT | w8a16_mixed_int16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 16.148 ms | 6 - 23 MB | CPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
81
+ | LeViT | w8a16_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.617 ms | 0 - 32 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
82
+ | LeViT | w8a16_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.882 ms | 0 - 56 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
83
+ | LeViT | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.572 ms | 13 - 13 MB | NPU | [LeViT.dlc](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.dlc) |
84
+ | LeViT | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.877 ms | 8 - 8 MB | NPU | [LeViT.onnx.zip](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT_w8a16_mixed_int16.onnx.zip) |
85
 
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