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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +88 -67
  2. release_assets.json +9 -9
README.md CHANGED
@@ -29,12 +29,12 @@ 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/resnet18/releases/v0.52.0/resnet18-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-onnx-w8a8.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/resnet18/releases/v0.52.0/resnet18-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-qnn_dlc-w8a8.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/resnet18/releases/v0.52.0/resnet18-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
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@@ -64,73 +64,94 @@ See our repository for [ResNet18 on GitHub](https://github.com/qualcomm/ai-hub-m
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.556 ms | 1 - 26 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.58 ms | 23 - 23 MB | NPU
 
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  | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.772 ms | 0 - 35 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.079 ms | 0 - 26 MB | NPU
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- | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.8 ms | 1 - 3 MB | NPU
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- | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.626 ms | 0 - 20 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.347 ms | 0 - 27 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.274 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.623 ms | 11 - 11 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.415 ms | 0 - 48 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.732 ms | 6 - 20 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.555 ms | 0 - 2 MB | NPU
 
 
 
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  | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.643 ms | 0 - 3 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.375 ms | 8 - 15 MB | CPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.361 ms | 0 - 22 MB | NPU
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- | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.694 ms | 7 - 15 MB | CPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.594 ms | 1 - 27 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.672 ms | 1 - 1 MB | NPU
 
 
 
86
  | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.446 ms | 1 - 1 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.905 ms | 0 - 35 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.855 ms | 1 - 24 MB | NPU
89
- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.323 ms | 0 - 13 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.947 ms | 1 - 26 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.066 ms | 3 - 5 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.447 ms | 0 - 34 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.855 ms | 1 - 24 MB | NPU
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- | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.316 ms | 0 - 20 MB | NPU
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- | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.71 ms | 0 - 28 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.274 ms | 0 - 26 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.305 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.617 ms | 0 - 0 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.413 ms | 0 - 47 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.792 ms | 0 - 2 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.311 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.539 ms | 0 - 8 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.721 ms | 0 - 25 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.615 ms | 0 - 2 MB | NPU
 
 
 
 
 
 
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  | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.235 ms | 0 - 32 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.738 ms | 0 - 49 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.311 ms | 0 - 23 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.934 ms | 0 - 22 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.304 ms | 0 - 27 MB | NPU
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- | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.678 ms | 0 - 31 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.585 ms | 0 - 30 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.921 ms | 0 - 55 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.814 ms | 0 - 27 MB | NPU
114
- | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.322 ms | 0 - 2 MB | NPU
115
- | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.938 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.04 ms | 0 - 25 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.461 ms | 0 - 55 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.814 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.272 ms | 0 - 22 MB | NPU
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- | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.711 ms | 0 - 31 MB | NPU
 
 
 
 
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  | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.228 ms | 0 - 26 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.298 ms | 0 - 48 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.509 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.035 ms | 0 - 23 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.38 ms | 0 - 2 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.561 ms | 0 - 25 MB | NPU
 
 
 
127
  | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.473 ms | 0 - 13 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.808 ms | 0 - 32 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.604 ms | 0 - 48 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.035 ms | 0 - 23 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.76 ms | 0 - 21 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.262 ms | 0 - 27 MB | NPU
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- | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.546 ms | 0 - 31 MB | NPU
 
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135
  ## License
136
  * The license for the original implementation of ResNet18 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | 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/resnet18/releases/v0.53.0/resnet18-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-onnx-w8a8.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/resnet18/releases/v0.53.0/resnet18-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-qnn_dlc-w8a8.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/resnet18/releases/v0.53.0/resnet18-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[ResNet18 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet18)**.
40
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.553 ms | 0 - 25 MB | NPU
68
+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite Mobile | 0.632 ms | 0 - 27 MB | NPU
69
+ | ResNet18 | ONNX | float | Snapdragon® X2 Elite | 0.516 ms | 23 - 23 MB | NPU
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  | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® X Elite | 1.164 ms | 22 - 22 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.78 ms | 0 - 35 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.062 ms | 0 - 35 MB | NPU
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+ | ResNet18 | ONNX | float | Qualcomm® QCS9075 | 1.795 ms | 1 - 3 MB | NPU
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+ | ResNet18 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.632 ms | 0 - 27 MB | NPU
76
+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.347 ms | 0 - 26 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.354 ms | 0 - 27 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.278 ms | 11 - 11 MB | NPU
79
+ | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.622 ms | 11 - 11 MB | NPU
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+ | ResNet18 | ONNX | w8a8 | Snapdragon® X Elite | 0.622 ms | 11 - 11 MB | NPU
81
+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.424 ms | 0 - 48 MB | NPU
82
+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS6490 | 13.676 ms | 7 - 23 MB | CPU
83
+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.557 ms | 0 - 9 MB | NPU
84
  | ResNet18 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.643 ms | 0 - 3 MB | NPU
85
+ | ResNet18 | ONNX | w8a8 | Qualcomm® QCM6690 | 11.336 ms | 6 - 13 MB | CPU
86
+ | ResNet18 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.354 ms | 0 - 27 MB | NPU
87
+ | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.671 ms | 6 - 13 MB | CPU
88
+ | ResNet18 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.671 ms | 6 - 13 MB | CPU
89
+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.593 ms | 1 - 27 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.71 ms | 1 - 24 MB | NPU
91
+ | ResNet18 | QNN_DLC | float | Snapdragon® X2 Elite | 0.658 ms | 1 - 1 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.446 ms | 1 - 1 MB | NPU
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  | ResNet18 | QNN_DLC | float | Snapdragon® X Elite | 1.446 ms | 1 - 1 MB | NPU
94
+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.924 ms | 0 - 35 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.862 ms | 1 - 24 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.322 ms | 1 - 2 MB | NPU
97
+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.943 ms | 1 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.943 ms | 1 - 26 MB | NPU
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+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8775P | 1.943 ms | 1 - 26 MB | NPU
100
+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS9075 | 2.062 ms | 3 - 5 MB | NPU
101
+ | ResNet18 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.444 ms | 0 - 34 MB | NPU
102
+ | ResNet18 | QNN_DLC | float | Qualcomm® SA7255P | 5.862 ms | 1 - 24 MB | NPU
103
+ | ResNet18 | QNN_DLC | float | Qualcomm® SA8295P | 2.311 ms | 0 - 20 MB | NPU
104
+ | ResNet18 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.71 ms | 1 - 24 MB | NPU
105
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.268 ms | 0 - 26 MB | NPU
106
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.309 ms | 0 - 24 MB | NPU
107
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.292 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.613 ms | 0 - 0 MB | NPU
109
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.613 ms | 0 - 0 MB | NPU
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+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.399 ms | 0 - 47 MB | NPU
111
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.804 ms | 0 - 2 MB | NPU
112
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.328 ms | 0 - 24 MB | NPU
113
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.544 ms | 0 - 2 MB | NPU
114
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.711 ms | 0 - 25 MB | NPU
115
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.711 ms | 0 - 25 MB | NPU
116
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.711 ms | 0 - 25 MB | NPU
117
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.618 ms | 0 - 2 MB | NPU
118
  | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.235 ms | 0 - 32 MB | NPU
119
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.741 ms | 0 - 49 MB | NPU
120
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.328 ms | 0 - 24 MB | NPU
121
+ | ResNet18 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.937 ms | 0 - 22 MB | NPU
122
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.309 ms | 0 - 24 MB | NPU
123
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.676 ms | 0 - 31 MB | NPU
124
+ | ResNet18 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.676 ms | 0 - 31 MB | NPU
125
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.589 ms | 0 - 30 MB | NPU
126
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.704 ms | 0 - 30 MB | NPU
127
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.924 ms | 0 - 56 MB | NPU
128
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.853 ms | 0 - 27 MB | NPU
129
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.32 ms | 0 - 2 MB | NPU
130
+ | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
131
+ | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
132
+ | ResNet18 | TFLITE | float | Qualcomm® SA8775P | 1.935 ms | 0 - 27 MB | NPU
133
+ | ResNet18 | TFLITE | float | Qualcomm® QCS9075 | 2.043 ms | 0 - 25 MB | NPU
134
+ | ResNet18 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.467 ms | 0 - 60 MB | NPU
135
+ | ResNet18 | TFLITE | float | Qualcomm® SA7255P | 5.853 ms | 0 - 27 MB | NPU
136
+ | ResNet18 | TFLITE | float | Qualcomm® SA8295P | 2.281 ms | 0 - 22 MB | NPU
137
+ | ResNet18 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.704 ms | 0 - 30 MB | NPU
138
  | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.228 ms | 0 - 26 MB | NPU
139
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.248 ms | 0 - 27 MB | NPU
140
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.295 ms | 0 - 48 MB | NPU
141
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.467 ms | 0 - 13 MB | NPU
142
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.019 ms | 0 - 24 MB | NPU
143
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.385 ms | 0 - 80 MB | NPU
144
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
145
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
146
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.555 ms | 0 - 25 MB | NPU
147
  | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.473 ms | 0 - 13 MB | NPU
148
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.799 ms | 0 - 32 MB | NPU
149
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.609 ms | 0 - 47 MB | NPU
150
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.019 ms | 0 - 24 MB | NPU
151
+ | ResNet18 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.748 ms | 0 - 22 MB | NPU
152
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.248 ms | 0 - 27 MB | NPU
153
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.548 ms | 0 - 31 MB | NPU
154
+ | ResNet18 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.548 ms | 0 - 31 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of ResNet18 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.2"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.52.0/resnet18-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-onnx-float.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.3"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet18/releases/v0.53.0/resnet18-onnx-w8a8.zip"
49
  }
50
  }
51
  }