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FFNet-40S

Image Segmentation
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android
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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  2. release_assets.json +9 -9
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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.51.0/ffnet_40s-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/ffnet_40s/releases/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -81,33 +81,33 @@ See our repository for [FFNet-40S on GitHub](https://github.com/qualcomm/ai-hub-
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  | FFNet-40S | ONNX | w8a8 | Qualcomm® QCM6690 | 367.564 ms | 230 - 239 MB | CPU
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  | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.725 ms | 1 - 194 MB | NPU
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  | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 360.556 ms | 169 - 178 MB | CPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.62 ms | 24 - 263 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.624 ms | 24 - 24 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 37.519 ms | 24 - 24 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 24.881 ms | 0 - 268 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 135.577 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 36.528 ms | 24 - 26 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8775P | 48.892 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS9075 | 62.187 ms | 24 - 52 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 63.5 ms | 24 - 288 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA7255P | 135.577 ms | 24 - 219 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.694 ms | 24 - 223 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.242 ms | 22 - 245 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.238 ms | 6 - 232 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.149 ms | 6 - 6 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.897 ms | 6 - 6 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.494 ms | 6 - 251 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 67.473 ms | 6 - 14 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 32.925 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 15.134 ms | 6 - 33 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 15.684 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 18.528 ms | 6 - 14 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 126.872 ms | 6 - 238 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 21.473 ms | 6 - 252 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 32.925 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.051 ms | 6 - 203 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.086 ms | 6 - 217 MB | NPU
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- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 19.337 ms | 6 - 223 MB | NPU
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  | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.623 ms | 2 - 252 MB | NPU
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  | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.979 ms | 2 - 303 MB | NPU
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  | FFNet-40S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 135.665 ms | 2 - 210 MB | NPU
 
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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/ffnet_40s/releases/v0.52.0/ffnet_40s-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/ffnet_40s/releases/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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  | FFNet-40S | ONNX | w8a8 | Qualcomm® QCM6690 | 367.564 ms | 230 - 239 MB | CPU
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  | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.725 ms | 1 - 194 MB | NPU
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  | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 360.556 ms | 169 - 178 MB | CPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.571 ms | 24 - 263 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.511 ms | 24 - 24 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 37.57 ms | 24 - 24 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 24.974 ms | 22 - 290 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 135.596 ms | 24 - 219 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 36.016 ms | 24 - 27 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8775P | 48.941 ms | 24 - 219 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS9075 | 61.502 ms | 24 - 52 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 63.887 ms | 24 - 287 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA7255P | 135.596 ms | 24 - 219 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.688 ms | 24 - 223 MB | NPU
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+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.213 ms | 19 - 243 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.227 ms | 6 - 232 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.153 ms | 6 - 6 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 15.907 ms | 6 - 6 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.488 ms | 6 - 252 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 67.653 ms | 3 - 11 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 32.921 ms | 6 - 202 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 15.1 ms | 6 - 8 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 15.672 ms | 6 - 203 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 18.561 ms | 6 - 14 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 127.282 ms | 6 - 239 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 21.398 ms | 6 - 253 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 32.921 ms | 6 - 202 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.09 ms | 6 - 206 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.088 ms | 6 - 217 MB | NPU
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+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 19.235 ms | 6 - 224 MB | NPU
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  | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.623 ms | 2 - 252 MB | NPU
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  | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.979 ms | 2 - 303 MB | NPU
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  | FFNet-40S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 135.665 ms | 2 - 210 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.51.0/ffnet_40s-tflite-w8a8.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/ffnet_40s/releases/v0.51.0/ffnet_40s-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.51.0/ffnet_40s-onnx-w8a8.zip"
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  }
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  }
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  },
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- "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.51.0/ffnet_40s-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/ffnet_40s/releases/v0.51.0/ffnet_40s-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.51.0/ffnet_40s-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
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+ "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.52.0/ffnet_40s-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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.52.0/ffnet_40s-qnn_dlc-float.zip"
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.52.0/ffnet_40s-onnx-float.zip"
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  }
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  }
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  },
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+ "w8a8": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.52.0/ffnet_40s-tflite-w8a8.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/ffnet_40s/releases/v0.52.0/ffnet_40s-qnn_dlc-w8a8.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.52.0/ffnet_40s-onnx-w8a8.zip"
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  }
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  }
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  }