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FFNet-40S

Image Segmentation
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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 +11 -11
README.md CHANGED
@@ -28,12 +28,12 @@ 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_40s/releases/v0.55.0/ffnet_40s-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_40s/releases/v0.55.0/ffnet_40s-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_40s/releases/v0.55.0/ffnet_40s-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_40s/releases/v0.55.0/ffnet_40s-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_40s/releases/v0.55.0/ffnet_40s-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_40s/releases/v0.55.0/ffnet_40s-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-40S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_40s)**.
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@@ -64,94 +64,96 @@ See our repository for [FFNet-40S 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-40S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.366 ms | 29 - 254 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® X2 Elite | 13.431 ms | 188 - 188 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® X Elite | 31.269 ms | 157 - 157 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 22.54 ms | 30 - 304 MB | NPU
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- | FFNet-40S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.512 ms | 24 - 46 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.575 ms | 7 - 208 MB | NPU
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- | FFNet-40S | ONNX | float | Qualcomm® QCS9075 | 48.113 ms | 24 - 69 MB | NPU
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- | FFNet-40S | ONNX | float | Qualcomm® QCS8750 | 15.575 ms | 7 - 208 MB | NPU
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- | FFNet-40S | ONNX | float | Qualcomm® QCS7181 | 31.269 ms | 157 - 157 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 6.544 ms | 7 - 202 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® X2 Elite | 6.892 ms | 206 - 206 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® X Elite | 10.287 ms | 171 - 171 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.567 ms | 7 - 250 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS6490 | 361.873 ms | 206 - 241 MB | CPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 9.827 ms | 0 - 40 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 361.513 ms | 163 - 173 MB | CPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCM6690 | 365.897 ms | 161 - 170 MB | CPU
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- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.715 ms | 1 - 195 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS9075 | 12.815 ms | 6 - 51 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS7790 | 361.513 ms | 163 - 173 MB | CPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8750 | 7.715 ms | 1 - 195 MB | NPU
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- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS7181 | 10.287 ms | 171 - 171 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.627 ms | 24 - 261 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.539 ms | 24 - 24 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 37.651 ms | 24 - 24 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 24.884 ms | 21 - 290 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8275 | 135.559 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 36.383 ms | 24 - 26 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8775P | 48.924 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8650P | 48.924 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8255P | 48.924 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 64.602 ms | 5 - 269 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.685 ms | 24 - 224 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.155 ms | 17 - 241 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA7255P | 135.559 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS9075 | 61.747 ms | 24 - 52 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8750 | 18.155 ms | 17 - 241 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS7181 | 37.651 ms | 24 - 24 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.238 ms | 6 - 230 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.128 ms | 6 - 6 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.967 ms | 6 - 6 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.499 ms | 6 - 250 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 66.682 ms | 6 - 14 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 32.873 ms | 6 - 202 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 15.101 ms | 6 - 146 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 15.678 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8650P | 15.678 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8255P | 15.678 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 32.873 ms | 6 - 202 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 19.235 ms | 6 - 225 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.066 ms | 6 - 206 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 127.454 ms | 6 - 238 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.105 ms | 6 - 218 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 18.277 ms | 6 - 14 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 21.355 ms | 6 - 252 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 19.235 ms | 6 - 225 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 7.105 ms | 6 - 218 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 15.967 ms | 6 - 6 MB | NPU
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- | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.676 ms | 2 - 250 MB | NPU
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- | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.932 ms | 1 - 304 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® QCS8275 | 135.705 ms | 3 - 211 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 36.524 ms | 3 - 5 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® SA8775P | 48.974 ms | 3 - 212 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® SA8650P | 48.974 ms | 3 - 212 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® SA8255P | 48.974 ms | 3 - 212 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 64.5 ms | 3 - 304 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® SA8295P | 53.624 ms | 3 - 216 MB | NPU
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- | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.058 ms | 0 - 236 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® SA7255P | 135.705 ms | 3 - 211 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® QCS9075 | 61.864 ms | 0 - 56 MB | NPU
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- | FFNet-40S | TFLITE | float | Qualcomm® QCS8750 | 18.058 ms | 0 - 236 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.914 ms | 1 - 224 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.456 ms | 0 - 247 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS6490 | 51.87 ms | 1 - 23 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8275 | 20.073 ms | 1 - 196 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.59 ms | 1 - 3 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8775P | 8.231 ms | 1 - 197 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8650P | 8.231 ms | 1 - 197 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8255P | 8.231 ms | 1 - 197 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA7255P | 20.073 ms | 1 - 196 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.453 ms | 0 - 216 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8295P | 11.69 ms | 0 - 199 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCM6690 | 102.832 ms | 0 - 230 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.988 ms | 0 - 209 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS9075 | 9.575 ms | 0 - 22 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.35 ms | 1 - 249 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.453 ms | 0 - 216 MB | NPU
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- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.988 ms | 0 - 209 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of FFNet-40S 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_40s/releases/v0.56.0/ffnet_40s-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_40s/releases/v0.56.0/ffnet_40s-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_40s/releases/v0.56.0/ffnet_40s-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_40s/releases/v0.56.0/ffnet_40s-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_40s/releases/v0.56.0/ffnet_40s-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_40s/releases/v0.56.0/ffnet_40s-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-40S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_40s)**.
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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-40S | ONNX | float | Snapdragon® X2 Elite | 14.299 ms | 189 - 189 MB | NPU
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+ | FFNet-40S | ONNX | float | Snapdragon® X Elite | 31.56 ms | 156 - 156 MB | NPU
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+ | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 22.633 ms | 30 - 305 MB | NPU
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+ | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 51.944 ms | 29 - 277 MB | NPU
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+ | FFNet-40S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 31.78 ms | 25 - 32 MB | NPU
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+ | FFNet-40S | ONNX | float | Qualcomm® QCS8450 | 51.944 ms | 29 - 277 MB | NPU
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+ | FFNet-40S | ONNX | float | Snapdragon® 8 Elite Mobile | 17.77 ms | 5 - 189 MB | NPU
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+ | FFNet-40S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.353 ms | 7 - 211 MB | NPU
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+ | FFNet-40S | ONNX | float | Qualcomm® QCS9075 | 47.843 ms | 24 - 69 MB | NPU
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+ | FFNet-40S | ONNX | float | Qualcomm® QCS8750 | 17.77 ms | 5 - 189 MB | NPU
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+ | FFNet-40S | ONNX | float | Qualcomm® QCS7181 | 31.56 ms | 156 - 156 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® X2 Elite | 6.905 ms | 207 - 207 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® X Elite | 11.804 ms | 176 - 176 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.398 ms | 7 - 244 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.771 ms | 7 - 244 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS6490 | 60.809 ms | 6 - 51 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.278 ms | 6 - 18 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8450 | 15.771 ms | 7 - 244 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 6.588 ms | 1 - 191 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.763 ms | 9 - 220 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCM6690 | 116.409 ms | 5 - 239 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS9075 | 11.973 ms | 6 - 51 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 7.671 ms | 2 - 191 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS7790 | 14.763 ms | 9 - 220 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8750 | 7.671 ms | 2 - 191 MB | NPU
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+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS7181 | 11.804 ms | 176 - 176 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.623 ms | 24 - 24 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 37.818 ms | 24 - 24 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 24.765 ms | 24 - 293 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 63.655 ms | 24 - 291 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8275 | 135.553 ms | 24 - 219 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 36.407 ms | 24 - 26 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 | 63.655 ms | 24 - 291 MB | NPU
100
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.142 ms | 12 - 235 MB | NPU
101
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.718 ms | 24 - 224 MB | NPU
102
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.584 ms | 22 - 262 MB | NPU
103
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA7255P | 135.553 ms | 24 - 219 MB | NPU
104
+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS9075 | 62.171 ms | 24 - 52 MB | NPU
105
+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8750 | 18.142 ms | 12 - 235 MB | NPU
106
+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS7181 | 37.818 ms | 24 - 24 MB | NPU
107
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.147 ms | 6 - 6 MB | NPU
108
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.985 ms | 6 - 6 MB | NPU
109
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.506 ms | 6 - 253 MB | NPU
110
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 21.378 ms | 6 - 253 MB | NPU
111
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 66.516 ms | 6 - 14 MB | NPU
112
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 32.926 ms | 6 - 202 MB | NPU
113
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 15.053 ms | 6 - 8 MB | NPU
114
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 21.378 ms | 6 - 253 MB | NPU
115
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.263 ms | 6 - 233 MB | NPU
116
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.866 ms | 6 - 225 MB | NPU
117
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 126.521 ms | 6 - 240 MB | NPU
118
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 18.598 ms | 8 - 16 MB | NPU
119
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 32.926 ms | 6 - 202 MB | NPU
120
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 7.093 ms | 6 - 217 MB | NPU
121
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.076 ms | 6 - 206 MB | NPU
122
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 18.866 ms | 6 - 225 MB | NPU
123
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 7.093 ms | 6 - 217 MB | NPU
124
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 15.985 ms | 6 - 6 MB | NPU
125
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.839 ms | 1 - 306 MB | NPU
126
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 63.692 ms | 3 - 304 MB | NPU
127
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS8275 | 135.556 ms | 2 - 210 MB | NPU
128
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 36.294 ms | 2 - 5 MB | NPU
129
+ | FFNet-40S | TFLITE | float | Qualcomm® SA8775P | 417.782 ms | 2 - 31 MB | GPU
130
+ | FFNet-40S | TFLITE | float | Qualcomm® SA8650P | 417.782 ms | 2 - 31 MB | GPU
131
+ | FFNet-40S | TFLITE | float | Qualcomm® SA8255P | 417.782 ms | 2 - 31 MB | GPU
132
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS8450 | 63.692 ms | 3 - 304 MB | NPU
133
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.074 ms | 2 - 239 MB | NPU
134
+ | FFNet-40S | TFLITE | float | Qualcomm® SA8295P | 53.725 ms | 3 - 217 MB | NPU
135
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.638 ms | 2 - 254 MB | NPU
136
+ | FFNet-40S | TFLITE | float | Qualcomm® SA7255P | 135.556 ms | 2 - 210 MB | NPU
137
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS9075 | 62.169 ms | 0 - 56 MB | NPU
138
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS8750 | 18.074 ms | 2 - 239 MB | NPU
139
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.449 ms | 0 - 247 MB | NPU
140
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.303 ms | 1 - 249 MB | NPU
141
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS6490 | 52.15 ms | 1 - 23 MB | NPU
142
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8275 | 20.059 ms | 1 - 196 MB | NPU
143
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.452 ms | 1 - 3 MB | NPU
144
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8775P | 175.554 ms | 27 - 57 MB | GPU
145
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8650P | 175.554 ms | 27 - 57 MB | GPU
146
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8255P | 175.554 ms | 27 - 57 MB | GPU
147
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8450 | 12.303 ms | 1 - 249 MB | NPU
148
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.924 ms | 1 - 226 MB | NPU
149
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.517 ms | 1 - 215 MB | NPU
150
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCM6690 | 102.752 ms | 2 - 232 MB | NPU
151
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS9075 | 9.579 ms | 1 - 23 MB | NPU
152
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA7255P | 20.059 ms | 1 - 196 MB | NPU
153
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.997 ms | 0 - 212 MB | NPU
154
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8295P | 11.681 ms | 1 - 200 MB | NPU
155
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.517 ms | 1 - 215 MB | NPU
156
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8750 | 3.997 ms | 0 - 212 MB | NPU
157
 
158
  ## License
159
  * The license for the original implementation of FFNet-40S can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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  "qnn_dlc": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.55.0/ffnet_40s-qnn_dlc-w8a8.zip"
18
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  "onnx": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.55.0/ffnet_40s-onnx-w8a8.zip"
25
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@@ -30,22 +30,22 @@
30
  "tflite": {
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- "litert": "1.4.3"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.55.0/ffnet_40s-tflite-float.zip"
36
  },
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  "qnn_dlc": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.55.0/ffnet_40s-qnn_dlc-float.zip"
42
  },
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  "onnx": {
44
  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.55.0/ffnet_40s-onnx-float.zip"
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  }
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  }
 
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  {
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  "tflite": {
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  "qnn_dlc": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.56.0/ffnet_40s-onnx-float.zip"
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