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FFNet-78S

Image Segmentation
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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
@@ -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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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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@@ -80,33 +80,33 @@ See our repository for [FFNet-78S on GitHub](https://github.com/qualcomm/ai-hub-
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  | FFNet-78S | ONNX | w8a8 | Qualcomm® QCM6690 | 533.377 ms | 139 - 148 MB | CPU
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  | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.78 ms | 1 - 209 MB | NPU
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  | FFNet-78S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 532.845 ms | 148 - 158 MB | CPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.463 ms | 24 - 273 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® X2 Elite | 17.953 ms | 24 - 24 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® X Elite | 44.25 ms | 24 - 24 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 29.407 ms | 19 - 315 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 187.95 ms | 24 - 233 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.6 ms | 24 - 26 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8775P | 60.845 ms | 24 - 234 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS9075 | 73.42 ms | 24 - 52 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 86.396 ms | 4 - 285 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA7255P | 187.95 ms | 24 - 233 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Qualcomm® SA8295P | 66.496 ms | 24 - 228 MB | NPU
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- | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.845 ms | 24 - 254 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.884 ms | 6 - 250 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.009 ms | 6 - 6 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X Elite | 17.604 ms | 6 - 6 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.609 ms | 6 - 291 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 72.281 ms | 8 - 16 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.065 ms | 6 - 225 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.781 ms | 6 - 8 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 17.196 ms | 6 - 226 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 20.011 ms | 6 - 14 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 165.642 ms | 6 - 256 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.657 ms | 6 - 293 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.065 ms | 6 - 225 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 23.328 ms | 6 - 227 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.06 ms | 6 - 238 MB | NPU
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- | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 21.825 ms | 6 - 242 MB | NPU
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  | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.483 ms | 2 - 281 MB | NPU
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  | FFNet-78S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 29.449 ms | 2 - 378 MB | NPU
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  | FFNet-78S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 187.958 ms | 3 - 245 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_78s/releases/v0.52.0/ffnet_78s-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_78s/releases/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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  | FFNet-78S | ONNX | w8a8 | Qualcomm® QCM6690 | 533.377 ms | 139 - 148 MB | CPU
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  | FFNet-78S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.78 ms | 1 - 209 MB | NPU
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  | FFNet-78S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 532.845 ms | 148 - 158 MB | CPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.463 ms | 10 - 259 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® X2 Elite | 18.06 ms | 24 - 24 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® X Elite | 44.23 ms | 24 - 24 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 29.498 ms | 14 - 310 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 187.93 ms | 24 - 234 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.563 ms | 24 - 26 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® SA8775P | 60.889 ms | 24 - 233 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS9075 | 73.398 ms | 24 - 52 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 85.849 ms | 4 - 286 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® SA7255P | 187.93 ms | 24 - 234 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Qualcomm® SA8295P | 66.492 ms | 24 - 228 MB | NPU
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+ | FFNet-78S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.708 ms | 24 - 253 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.883 ms | 6 - 250 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.937 ms | 6 - 6 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® X Elite | 17.684 ms | 6 - 6 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.59 ms | 6 - 291 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 72.685 ms | 6 - 14 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 39.074 ms | 6 - 225 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.789 ms | 6 - 8 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 17.176 ms | 6 - 225 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 20.121 ms | 6 - 14 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 157.626 ms | 6 - 255 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 23.626 ms | 6 - 293 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 39.074 ms | 6 - 225 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 23.343 ms | 6 - 227 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.058 ms | 6 - 237 MB | NPU
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+ | FFNet-78S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 22.28 ms | 6 - 243 MB | NPU
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  | FFNet-78S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.483 ms | 2 - 281 MB | NPU
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  | FFNet-78S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 29.449 ms | 2 - 378 MB | NPU
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  | FFNet-78S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 187.958 ms | 3 - 245 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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- "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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/ffnet_78s-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_78s/releases/v0.51.0/ffnet_78s-onnx-w8a8.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
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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_78s/releases/v0.52.0/ffnet_78s-tflite-w8a8.zip"
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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_78s/releases/v0.52.0/ffnet_78s-qnn_dlc-w8a8.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_78s/releases/v0.52.0/ffnet_78s-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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  "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_78s/releases/v0.52.0/ffnet_78s-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_78s/releases/v0.52.0/ffnet_78s-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_78s/releases/v0.52.0/ffnet_78s-onnx-float.zip"
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  }
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  }
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  }