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FFNet-78S

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +96 -94
  2. release_assets.json +13 -13
README.md CHANGED
@@ -27,12 +27,12 @@ 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.55.0/ffnet_78s-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.55.0/ffnet_78s-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/ffnet_78s/releases/v0.55.0/ffnet_78s-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/ffnet_78s/releases/v0.55.0/ffnet_78s-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/ffnet_78s/releases/v0.55.0/ffnet_78s-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/ffnet_78s/releases/v0.55.0/ffnet_78s-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s)**.
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@@ -63,94 +63,96 @@ See our repository for [FFNet-78S on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | FFNet-78S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.942 ms | 29 - 258 MB | NPU
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- | FFNet-78S | ONNX | float | Snapdragon® X2 Elite | 18.143 ms | 188 - 188 MB | NPU
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- | FFNet-78S | ONNX | float | Snapdragon® X Elite | 38.156 ms | 157 - 157 MB | NPU
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- | FFNet-78S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.076 ms | 29 - 332 MB | NPU
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- | FFNet-78S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.132 ms | 4 - 80 MB | NPU
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- | FFNet-78S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.935 ms | 6 - 215 MB | NPU
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- | FFNet-78S | ONNX | float | Qualcomm® QCS9075 | 59.514 ms | 24 - 93 MB | NPU
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- | FFNet-78S | ONNX | float | Qualcomm® QCS8750 | 19.935 ms | 6 - 215 MB | NPU
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- | FFNet-78S | ONNX | float | Qualcomm® QCS7181 | 38.156 ms | 157 - 157 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.294 ms | 6 - 227 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® X2 Elite | 7.881 ms | 206 - 206 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® X Elite | 14.751 ms | 175 - 175 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.686 ms | 7 - 299 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS6490 | 493.914 ms | 162 - 227 MB | CPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 15.498 ms | 0 - 32 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 534.674 ms | 147 - 158 MB | CPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCM6690 | 534.392 ms | 132 - 142 MB | CPU
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- | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.785 ms | 1 - 213 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS9075 | 14.523 ms | 6 - 51 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS7790 | 534.674 ms | 147 - 158 MB | CPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS8750 | 8.785 ms | 1 - 213 MB | NPU
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- | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS7181 | 14.751 ms | 175 - 175 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.487 ms | 24 - 274 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® X2 Elite | 18.085 ms | 24 - 24 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® X Elite | 44.623 ms | 24 - 24 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 29.286 ms | 23 - 319 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8275 | 187.964 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.569 ms | 24 - 26 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8775P | 60.877 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8650P | 60.877 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8255P | 60.877 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 86.157 ms | 3 - 284 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8295P | 66.503 ms | 24 - 229 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.849 ms | 10 - 237 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA7255P | 187.964 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS9075 | 73.415 ms | 24 - 52 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8750 | 21.849 ms | 10 - 237 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS7181 | 44.623 ms | 24 - 24 MB | NPU
104
- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.877 ms | 6 - 249 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.996 ms | 6 - 6 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X Elite | 17.8 ms | 6 - 6 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.601 ms | 6 - 293 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 72.639 ms | 6 - 14 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 39.064 ms | 6 - 225 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.717 ms | 6 - 183 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 17.178 ms | 6 - 226 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8650P | 17.178 ms | 6 - 226 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8255P | 17.178 ms | 6 - 226 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.064 ms | 6 - 225 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 22.422 ms | 6 - 242 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 23.335 ms | 6 - 227 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 163.688 ms | 6 - 254 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.053 ms | 6 - 239 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 19.731 ms | 6 - 14 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.828 ms | 6 - 291 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 22.422 ms | 6 - 242 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 8.053 ms | 6 - 239 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 17.8 ms | 6 - 6 MB | NPU
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- | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.437 ms | 2 - 285 MB | NPU
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- | FFNet-78S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 29.522 ms | 2 - 376 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® QCS8275 | 188.04 ms | 3 - 245 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.824 ms | 3 - 5 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® SA8775P | 60.995 ms | 3 - 245 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® SA8650P | 60.995 ms | 3 - 245 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® SA8255P | 60.995 ms | 3 - 245 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 86.527 ms | 2 - 361 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® SA8295P | 66.479 ms | 3 - 240 MB | NPU
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- | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.839 ms | 1 - 261 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® SA7255P | 188.04 ms | 3 - 245 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® QCS9075 | 73.752 ms | 0 - 82 MB | NPU
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- | FFNet-78S | TFLITE | float | Qualcomm® QCS8750 | 21.839 ms | 1 - 261 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.576 ms | 0 - 240 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.439 ms | 1 - 287 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS6490 | 57.168 ms | 1 - 36 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8275 | 26.224 ms | 1 - 218 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.072 ms | 1 - 3 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8775P | 9.743 ms | 1 - 219 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8650P | 9.743 ms | 1 - 219 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8255P | 9.743 ms | 1 - 219 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA7255P | 26.224 ms | 1 - 218 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.576 ms | 1 - 234 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8295P | 14.889 ms | 1 - 222 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCM6690 | 141.187 ms | 1 - 246 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.046 ms | 1 - 233 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.171 ms | 0 - 36 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 18.378 ms | 1 - 289 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS7790 | 14.576 ms | 1 - 234 MB | NPU
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- | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8750 | 5.046 ms | 1 - 233 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of FFNet-78S can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.56.0/ffnet_78s-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.56.0/ffnet_78s-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/ffnet_78s/releases/v0.56.0/ffnet_78s-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/ffnet_78s/releases/v0.56.0/ffnet_78s-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/ffnet_78s/releases/v0.56.0/ffnet_78s-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/ffnet_78s/releases/v0.56.0/ffnet_78s-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | FFNet-78S | ONNX | float | Snapdragon® X2 Elite | 18.424 ms | 188 - 188 MB | NPU
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+ | FFNet-78S | ONNX | float | Snapdragon® X Elite | 37.649 ms | 158 - 158 MB | NPU
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+ | FFNet-78S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.006 ms | 37 - 340 MB | NPU
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+ | FFNet-78S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 59.831 ms | 29 - 299 MB | NPU
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+ | FFNet-78S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.38 ms | 24 - 56 MB | NPU
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+ | FFNet-78S | ONNX | float | Qualcomm® QCS8450 | 59.831 ms | 29 - 299 MB | NPU
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+ | FFNet-78S | ONNX | float | Snapdragon® 8 Elite Mobile | 21.241 ms | 5 - 203 MB | NPU
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+ | FFNet-78S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.628 ms | 5 - 223 MB | NPU
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+ | FFNet-78S | ONNX | float | Qualcomm® QCS9075 | 59.348 ms | 24 - 93 MB | NPU
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+ | FFNet-78S | ONNX | float | Qualcomm® QCS8750 | 21.241 ms | 5 - 203 MB | NPU
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+ | FFNet-78S | ONNX | float | Qualcomm® QCS7181 | 37.649 ms | 158 - 158 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® X2 Elite | 7.933 ms | 207 - 207 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® X Elite | 13.392 ms | 175 - 175 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.533 ms | 7 - 291 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 17.79 ms | 7 - 292 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS6490 | 65.773 ms | 6 - 51 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.897 ms | 6 - 10 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS8450 | 17.79 ms | 7 - 292 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.374 ms | 2 - 216 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.967 ms | 7 - 252 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCM6690 | 148.392 ms | 5 - 233 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS9075 | 14.964 ms | 6 - 51 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 8.75 ms | 1 - 215 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS7790 | 17.967 ms | 7 - 252 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS8750 | 8.75 ms | 1 - 215 MB | NPU
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+ | FFNet-78S | ONNX | w8a8 | Qualcomm® QCS7181 | 13.392 ms | 175 - 175 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® X2 Elite | 18.08 ms | 24 - 24 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® X Elite | 44.301 ms | 24 - 24 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 29.229 ms | 23 - 319 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 86.142 ms | 25 - 308 MB | NPU
96
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8275 | 188.046 ms | 24 - 234 MB | NPU
97
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.703 ms | 24 - 54 MB | NPU
98
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8450 | 86.142 ms | 25 - 308 MB | NPU
99
+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 21.675 ms | 12 - 239 MB | NPU
100
+ | FFNet-78S | QNN_DLC | float | Qualcomm® SA8295P | 66.472 ms | 24 - 229 MB | NPU
101
+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.464 ms | 0 - 253 MB | NPU
102
+ | FFNet-78S | QNN_DLC | float | Qualcomm® SA7255P | 188.046 ms | 24 - 234 MB | NPU
103
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS9075 | 73.292 ms | 24 - 52 MB | NPU
104
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8750 | 21.675 ms | 12 - 239 MB | NPU
105
+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS7181 | 44.301 ms | 24 - 24 MB | NPU
106
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.961 ms | 6 - 6 MB | NPU
107
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X Elite | 17.79 ms | 6 - 6 MB | NPU
108
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.605 ms | 6 - 289 MB | NPU
109
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 23.627 ms | 6 - 294 MB | NPU
110
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 72.672 ms | 6 - 14 MB | NPU
111
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 39.031 ms | 6 - 226 MB | NPU
112
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.857 ms | 6 - 179 MB | NPU
113
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 23.627 ms | 6 - 294 MB | NPU
114
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.914 ms | 6 - 252 MB | NPU
115
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 22.186 ms | 6 - 243 MB | NPU
116
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 166.265 ms | 6 - 255 MB | NPU
117
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 19.99 ms | 6 - 14 MB | NPU
118
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.031 ms | 6 - 226 MB | NPU
119
+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.064 ms | 6 - 240 MB | NPU
120
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 23.341 ms | 6 - 227 MB | NPU
121
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 22.186 ms | 6 - 243 MB | NPU
122
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 8.064 ms | 6 - 240 MB | NPU
123
+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 17.79 ms | 6 - 6 MB | NPU
124
+ | FFNet-78S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 29.494 ms | 2 - 377 MB | NPU
125
+ | FFNet-78S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 86.383 ms | 3 - 362 MB | NPU
126
+ | FFNet-78S | TFLITE | float | Qualcomm® QCS8275 | 187.959 ms | 3 - 244 MB | NPU
127
+ | FFNet-78S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.356 ms | 2 - 5 MB | NPU
128
+ | FFNet-78S | TFLITE | float | Qualcomm® SA8775P | 355.8 ms | 3 - 32 MB | GPU
129
+ | FFNet-78S | TFLITE | float | Qualcomm® SA8650P | 355.8 ms | 3 - 32 MB | GPU
130
+ | FFNet-78S | TFLITE | float | Qualcomm® SA8255P | 355.8 ms | 3 - 32 MB | GPU
131
+ | FFNet-78S | TFLITE | float | Qualcomm® QCS8450 | 86.383 ms | 3 - 362 MB | NPU
132
+ | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite Mobile | 21.617 ms | 2 - 264 MB | NPU
133
+ | FFNet-78S | TFLITE | float | Qualcomm® SA8295P | 66.46 ms | 3 - 240 MB | NPU
134
+ | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.48 ms | 2 - 284 MB | NPU
135
+ | FFNet-78S | TFLITE | float | Qualcomm® SA7255P | 187.959 ms | 3 - 244 MB | NPU
136
+ | FFNet-78S | TFLITE | float | Qualcomm® QCS9075 | 72.893 ms | 0 - 82 MB | NPU
137
+ | FFNet-78S | TFLITE | float | Qualcomm® QCS8750 | 21.617 ms | 2 - 264 MB | NPU
138
+ | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.43 ms | 0 - 287 MB | NPU
139
+ | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 18.183 ms | 1 - 289 MB | NPU
140
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS6490 | 57.256 ms | 1 - 36 MB | NPU
141
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8275 | 26.238 ms | 1 - 218 MB | NPU
142
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.077 ms | 1 - 3 MB | NPU
143
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8775P | 648.725 ms | 26 - 56 MB | GPU
144
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8650P | 648.725 ms | 26 - 56 MB | GPU
145
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8255P | 648.725 ms | 26 - 56 MB | GPU
146
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8450 | 18.183 ms | 1 - 289 MB | NPU
147
+ | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.616 ms | 1 - 245 MB | NPU
148
+ | FFNet-78S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.513 ms | 1 - 234 MB | NPU
149
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCM6690 | 146.356 ms | 1 - 246 MB | NPU
150
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS9075 | 11.16 ms | 1 - 36 MB | NPU
151
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA7255P | 26.238 ms | 1 - 218 MB | NPU
152
+ | FFNet-78S | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 5.041 ms | 0 - 230 MB | NPU
153
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® SA8295P | 14.896 ms | 1 - 222 MB | NPU
154
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS7790 | 14.513 ms | 1 - 234 MB | NPU
155
+ | FFNet-78S | TFLITE | w8a8 | Qualcomm® QCS8750 | 5.041 ms | 0 - 230 MB | NPU
156
 
157
  ## License
158
  * The license for the original implementation of FFNet-78S can be found
release_assets.json CHANGED
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