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ConvNext-Tiny

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +59 -57
  2. release_assets.json +46 -1
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ConvNext-Tiny on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/convnext_tiny)**.
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@@ -62,58 +62,60 @@ See our repository for [ConvNext-Tiny on GitHub](https://github.com/qualcomm/ai-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.268 ms | 1 - 127 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Snapdragon® X2 Elite | 1.338 ms | 57 - 57 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Snapdragon® X Elite | 2.904 ms | 57 - 57 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.036 ms | 0 - 172 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.701 ms | 0 - 38 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Qualcomm® QCS9075 | 3.946 ms | 1 - 4 MB | NPU
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- | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.551 ms | 0 - 122 MB | NPU
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- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 0 - 115 MB | NPU
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- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® X2 Elite | 1.201 ms | 29 - 29 MB | NPU
74
- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® X Elite | 2.818 ms | 29 - 29 MB | NPU
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- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.812 ms | 0 - 142 MB | NPU
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- | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS6490 | 414.728 ms | 49 - 64 MB | CPU
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- | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.525 ms | 0 - 35 MB | NPU
78
- | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS9075 | 2.668 ms | 0 - 3 MB | NPU
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- | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCM6690 | 208.185 ms | 61 - 75 MB | CPU
80
- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.384 ms | 0 - 109 MB | NPU
81
- | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 200.224 ms | 59 - 74 MB | CPU
82
- | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.63 ms | 1 - 127 MB | NPU
83
- | ConvNext-Tiny | QNN_DLC | float | Snapdragon® X2 Elite | 2.037 ms | 1 - 1 MB | NPU
84
- | ConvNext-Tiny | QNN_DLC | float | Snapdragon® X Elite | 3.923 ms | 1 - 1 MB | NPU
85
- | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.659 ms | 0 - 170 MB | NPU
86
- | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.685 ms | 1 - 2 MB | NPU
87
- | ConvNext-Tiny | QNN_DLC | float | Qualcomm® SA8775P | 5.045 ms | 1 - 126 MB | NPU
88
- | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS9075 | 4.876 ms | 1 - 3 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.636 ms | 0 - 169 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | float | Qualcomm® SA8295P | 8.974 ms | 1 - 125 MB | NPU
91
- | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.031 ms | 1 - 126 MB | NPU
92
- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.284 ms | 0 - 100 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.607 ms | 0 - 0 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.4 ms | 0 - 0 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.201 ms | 0 - 122 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 9.081 ms | 0 - 2 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.881 ms | 0 - 96 MB | NPU
98
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.115 ms | 0 - 137 MB | NPU
99
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.524 ms | 0 - 97 MB | NPU
100
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.361 ms | 0 - 2 MB | NPU
101
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.836 ms | 0 - 250 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.233 ms | 0 - 121 MB | NPU
103
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.881 ms | 0 - 96 MB | NPU
104
- | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.726 ms | 0 - 93 MB | NPU
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- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.605 ms | 0 - 98 MB | NPU
106
- | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.45 ms | 0 - 107 MB | NPU
107
- | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.303 ms | 0 - 122 MB | NPU
108
- | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.133 ms | 0 - 169 MB | NPU
109
- | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 13.977 ms | 0 - 121 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.843 ms | 0 - 2 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Qualcomm® SA8775P | 4.274 ms | 0 - 123 MB | NPU
112
- | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS9075 | 4.082 ms | 0 - 59 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.889 ms | 0 - 160 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Qualcomm® SA7255P | 13.977 ms | 0 - 121 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Qualcomm® SA8295P | 7.901 ms | 0 - 119 MB | NPU
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- | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.588 ms | 0 - 124 MB | NPU
 
 
117
 
118
  ## License
119
  * The license for the original implementation of ConvNext-Tiny can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-qnn_dlc-w8a16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[ConvNext-Tiny on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/convnext_tiny)**.
38
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.281 ms | 0 - 127 MB | NPU
66
+ | ConvNext-Tiny | ONNX | float | Snapdragon® X2 Elite | 1.349 ms | 57 - 57 MB | NPU
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+ | ConvNext-Tiny | ONNX | float | Snapdragon® X Elite | 2.9 ms | 56 - 56 MB | NPU
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+ | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.038 ms | 0 - 171 MB | NPU
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+ | ConvNext-Tiny | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.735 ms | 1 - 5 MB | NPU
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+ | ConvNext-Tiny | ONNX | float | Qualcomm® QCS9075 | 3.942 ms | 0 - 4 MB | NPU
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+ | ConvNext-Tiny | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.555 ms | 0 - 127 MB | NPU
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+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.098 ms | 0 - 115 MB | NPU
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+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® X2 Elite | 1.202 ms | 29 - 29 MB | NPU
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+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® X Elite | 2.835 ms | 29 - 29 MB | NPU
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+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.795 ms | 0 - 141 MB | NPU
76
+ | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS6490 | 408.527 ms | 50 - 64 MB | CPU
77
+ | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.562 ms | 0 - 35 MB | NPU
78
+ | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCS9075 | 2.669 ms | 0 - 3 MB | NPU
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+ | ConvNext-Tiny | ONNX | w8a16 | Qualcomm® QCM6690 | 208.906 ms | 60 - 73 MB | CPU
80
+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.377 ms | 0 - 110 MB | NPU
81
+ | ConvNext-Tiny | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 199.714 ms | 57 - 72 MB | CPU
82
+ | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.604 ms | 1 - 79 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Snapdragon® X2 Elite | 2.008 ms | 1 - 1 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Snapdragon® X Elite | 3.944 ms | 1 - 1 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.65 ms | 0 - 127 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 15.285 ms | 1 - 76 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.651 ms | 1 - 2 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® SA8775P | 5.072 ms | 1 - 76 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS9075 | 4.855 ms | 1 - 3 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.687 ms | 0 - 128 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® SA7255P | 15.285 ms | 1 - 76 MB | NPU
92
+ | ConvNext-Tiny | QNN_DLC | float | Qualcomm® SA8295P | 8.938 ms | 1 - 78 MB | NPU
93
+ | ConvNext-Tiny | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.026 ms | 1 - 77 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.276 ms | 0 - 101 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.589 ms | 0 - 0 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.35 ms | 0 - 0 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.181 ms | 0 - 122 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 9.054 ms | 2 - 4 MB | NPU
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+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.835 ms | 0 - 96 MB | NPU
100
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.108 ms | 0 - 2 MB | NPU
101
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.522 ms | 0 - 97 MB | NPU
102
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.327 ms | 2 - 4 MB | NPU
103
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 22.296 ms | 0 - 249 MB | NPU
104
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.225 ms | 0 - 121 MB | NPU
105
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.835 ms | 0 - 96 MB | NPU
106
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.737 ms | 0 - 93 MB | NPU
107
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.589 ms | 0 - 99 MB | NPU
108
+ | ConvNext-Tiny | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.41 ms | 0 - 110 MB | NPU
109
+ | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.309 ms | 0 - 77 MB | NPU
110
+ | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.145 ms | 0 - 127 MB | NPU
111
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.043 ms | 0 - 73 MB | NPU
112
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.837 ms | 0 - 2 MB | NPU
113
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® SA8775P | 4.253 ms | 0 - 75 MB | NPU
114
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS9075 | 4.064 ms | 0 - 59 MB | NPU
115
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.884 ms | 0 - 123 MB | NPU
116
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® SA7255P | 14.043 ms | 0 - 73 MB | NPU
117
+ | ConvNext-Tiny | TFLITE | float | Qualcomm® SA8295P | 7.839 ms | 0 - 71 MB | NPU
118
+ | ConvNext-Tiny | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.588 ms | 0 - 72 MB | NPU
119
 
120
  ## License
121
  * The license for the original implementation of ConvNext-Tiny can be found
release_assets.json CHANGED
@@ -1 +1,46 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.50.2/convnext_tiny-qnn_dlc-w8a16.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "w8a16": {
5
+ "universal_assets": {
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+ "qnn_dlc": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-qnn_dlc-w8a16.zip"
11
+ },
12
+ "onnx": {
13
+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
15
+ "onnx_runtime": "1.24.3"
16
+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-onnx-w8a16.zip"
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+ }
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+ }
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+ },
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+ "float": {
22
+ "universal_assets": {
23
+ "tflite": {
24
+ "tool_versions": {
25
+ "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.2"
27
+ },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-tflite-float.zip"
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+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-qnn_dlc-float.zip"
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+ },
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+ "onnx": {
37
+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
39
+ "onnx_runtime": "1.24.3"
40
+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/convnext_tiny/releases/v0.51.0/convnext_tiny-onnx-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }