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FFNet-78S-LowRes

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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_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-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_lowres/releases/v0.55.0/ffnet_78s_lowres-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_lowres/releases/v0.55.0/ffnet_78s_lowres-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_lowres/releases/v0.55.0/ffnet_78s_lowres-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_lowres/releases/v0.55.0/ffnet_78s_lowres-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_lowres/releases/v0.55.0/ffnet_78s_lowres-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s_lowres)**.
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@@ -64,94 +64,96 @@ See our repository for [FFNet-78S-LowRes on GitHub](https://github.com/qualcomm/
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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-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.964 ms | 13 - 197 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® X2 Elite | 9.984 ms | 175 - 175 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® X Elite | 20.268 ms | 143 - 143 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.484 ms | 13 - 274 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.173 ms | 1 - 95 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.196 ms | 8 - 191 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS9075 | 38.637 ms | 6 - 51 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8750 | 13.196 ms | 8 - 191 MB | NPU
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- | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS7181 | 20.268 ms | 143 - 143 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.236 ms | 0 - 208 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X2 Elite | 2.73 ms | 211 - 211 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 5.958 ms | 180 - 180 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.986 ms | 3 - 254 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 345.851 ms | 44 - 105 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.68 ms | 0 - 46 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 431.129 ms | 35 - 45 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 426.324 ms | 55 - 65 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.075 ms | 0 - 197 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 5.856 ms | 2 - 47 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS7790 | 431.129 ms | 35 - 45 MB | CPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8750 | 3.075 ms | 0 - 197 MB | NPU
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- | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS7181 | 5.958 ms | 180 - 180 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.374 ms | 6 - 200 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X2 Elite | 10.941 ms | 6 - 6 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X Elite | 22.61 ms | 6 - 6 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.777 ms | 6 - 248 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8275 | 131.776 ms | 0 - 182 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.733 ms | 6 - 8 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8775P | 36.258 ms | 1 - 183 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8650P | 36.258 ms | 1 - 183 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8255P | 36.258 ms | 1 - 183 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 41.946 ms | 6 - 236 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 38.192 ms | 0 - 178 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.213 ms | 6 - 197 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 131.776 ms | 0 - 182 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 38.442 ms | 8 - 18 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8750 | 14.213 ms | 6 - 197 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS7181 | 22.61 ms | 6 - 6 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.636 ms | 2 - 198 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.443 ms | 2 - 2 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 7.622 ms | 2 - 2 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.865 ms | 2 - 128 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 26.63 ms | 2 - 5 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.494 ms | 2 - 80 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.02 ms | 2 - 3 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8775P | 7.361 ms | 2 - 82 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8650P | 7.361 ms | 2 - 82 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8255P | 7.361 ms | 2 - 82 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.494 ms | 2 - 80 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.572 ms | 2 - 216 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 11.594 ms | 1 - 77 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 94.658 ms | 2 - 205 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.534 ms | 2 - 191 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 7.562 ms | 3 - 7 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 8.575 ms | 2 - 130 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 13.572 ms | 2 - 216 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 3.534 ms | 2 - 191 MB | NPU
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- | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 7.622 ms | 2 - 2 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.388 ms | 1 - 228 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.75 ms | 2 - 319 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8275 | 131.896 ms | 3 - 216 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.692 ms | 3 - 5 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8775P | 36.33 ms | 0 - 214 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8650P | 36.33 ms | 0 - 214 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8255P | 36.33 ms | 0 - 214 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 42.258 ms | 0 - 307 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8295P | 38.254 ms | 2 - 212 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.357 ms | 0 - 226 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA7255P | 131.896 ms | 3 - 216 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS9075 | 38.672 ms | 0 - 62 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8750 | 14.357 ms | 0 - 226 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.068 ms | 0 - 195 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.61 ms | 1 - 133 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 | 22.443 ms | 1 - 31 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 | 17.35 ms | 1 - 78 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.967 ms | 1 - 3 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 5.517 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8650P | 5.517 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8255P | 5.517 ms | 1 - 79 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 17.35 ms | 1 - 78 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.745 ms | 1 - 211 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 9.583 ms | 1 - 74 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 | 89.623 ms | 1 - 202 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.799 ms | 0 - 189 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.469 ms | 0 - 30 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.769 ms | 1 - 133 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.745 ms | 1 - 211 MB | NPU
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- | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8750 | 2.799 ms | 0 - 189 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of FFNet-78S-LowRes 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_lowres/releases/v0.56.0/ffnet_78s_lowres-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_lowres/releases/v0.56.0/ffnet_78s_lowres-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_lowres/releases/v0.56.0/ffnet_78s_lowres-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_lowres/releases/v0.56.0/ffnet_78s_lowres-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_lowres/releases/v0.56.0/ffnet_78s_lowres-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_lowres/releases/v0.56.0/ffnet_78s_lowres-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[FFNet-78S-LowRes on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_78s_lowres)**.
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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-LowRes | ONNX | float | Snapdragon® X2 Elite | 10.07 ms | 207 - 207 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® X Elite | 20.045 ms | 153 - 153 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.429 ms | 13 - 253 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 36.007 ms | 9 - 228 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.055 ms | 0 - 56 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8450 | 36.007 ms | 9 - 228 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite Mobile | 13.252 ms | 7 - 190 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.035 ms | 5 - 188 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS9075 | 37.682 ms | 6 - 51 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS8750 | 13.252 ms | 7 - 190 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | float | Qualcomm® QCS7181 | 20.045 ms | 153 - 153 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X2 Elite | 2.717 ms | 211 - 211 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® X Elite | 5.875 ms | 148 - 148 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.958 ms | 0 - 241 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 8.202 ms | 3 - 245 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS6490 | 25.218 ms | 2 - 47 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 5.656 ms | 0 - 33 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8450 | 8.202 ms | 3 - 245 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.27 ms | 0 - 201 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.315 ms | 3 - 212 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCM6690 | 106.361 ms | 0 - 256 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS9075 | 5.877 ms | 2 - 47 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 3.046 ms | 0 - 197 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS7790 | 12.315 ms | 3 - 212 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS8750 | 3.046 ms | 0 - 197 MB | NPU
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+ | FFNet-78S-LowRes | ONNX | w8a8 | Qualcomm® QCS7181 | 5.875 ms | 148 - 148 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X2 Elite | 11.048 ms | 6 - 6 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® X Elite | 22.721 ms | 6 - 6 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.747 ms | 0 - 239 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 42.025 ms | 6 - 234 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8275 | 131.764 ms | 2 - 183 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.841 ms | 6 - 8 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8450 | 42.025 ms | 6 - 234 MB | NPU
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+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 14.337 ms | 6 - 197 MB | NPU
101
+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA8295P | 38.162 ms | 0 - 178 MB | NPU
102
+ | FFNet-78S-LowRes | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.399 ms | 6 - 202 MB | NPU
103
+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® SA7255P | 131.764 ms | 2 - 183 MB | NPU
104
+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS9075 | 38.613 ms | 8 - 18 MB | NPU
105
+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS8750 | 14.337 ms | 6 - 197 MB | NPU
106
+ | FFNet-78S-LowRes | QNN_DLC | float | Qualcomm® QCS7181 | 22.721 ms | 6 - 6 MB | NPU
107
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.432 ms | 2 - 2 MB | NPU
108
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® X Elite | 7.643 ms | 2 - 2 MB | NPU
109
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.879 ms | 2 - 129 MB | NPU
110
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 8.546 ms | 2 - 130 MB | NPU
111
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 26.387 ms | 2 - 5 MB | NPU
112
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 20.503 ms | 2 - 80 MB | NPU
113
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.027 ms | 0 - 15 MB | NPU
114
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 8.546 ms | 2 - 130 MB | NPU
115
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.649 ms | 2 - 197 MB | NPU
116
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.529 ms | 2 - 216 MB | NPU
117
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 106.558 ms | 2 - 204 MB | NPU
118
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 7.582 ms | 3 - 7 MB | NPU
119
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.503 ms | 2 - 80 MB | NPU
120
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 3.538 ms | 2 - 190 MB | NPU
121
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® SA8295P | 11.603 ms | 1 - 77 MB | NPU
122
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 13.529 ms | 2 - 216 MB | NPU
123
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 3.538 ms | 2 - 190 MB | NPU
124
+ | FFNet-78S-LowRes | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 7.643 ms | 2 - 2 MB | NPU
125
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.704 ms | 0 - 318 MB | NPU
126
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 41.962 ms | 2 - 311 MB | NPU
127
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8275 | 131.867 ms | 3 - 217 MB | NPU
128
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.941 ms | 2 - 5 MB | NPU
129
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8775P | 164.885 ms | 3 - 32 MB | GPU
130
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8650P | 164.885 ms | 3 - 32 MB | GPU
131
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8255P | 164.885 ms | 3 - 32 MB | GPU
132
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8450 | 41.962 ms | 2 - 311 MB | NPU
133
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite Mobile | 14.553 ms | 1 - 226 MB | NPU
134
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA8295P | 38.202 ms | 2 - 212 MB | NPU
135
+ | FFNet-78S-LowRes | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.42 ms | 0 - 227 MB | NPU
136
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® SA7255P | 131.867 ms | 3 - 217 MB | NPU
137
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS9075 | 38.591 ms | 0 - 62 MB | NPU
138
+ | FFNet-78S-LowRes | TFLITE | float | Qualcomm® QCS8750 | 14.553 ms | 1 - 226 MB | NPU
139
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.621 ms | 1 - 133 MB | NPU
140
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 6.773 ms | 0 - 133 MB | NPU
141
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS6490 | 22.513 ms | 1 - 31 MB | NPU
142
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8275 | 17.352 ms | 1 - 78 MB | NPU
143
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.976 ms | 1 - 3 MB | NPU
144
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8775P | 167.786 ms | 9 - 39 MB | GPU
145
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8650P | 167.786 ms | 9 - 39 MB | GPU
146
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8255P | 167.786 ms | 9 - 39 MB | GPU
147
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8450 | 6.773 ms | 0 - 133 MB | NPU
148
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.081 ms | 0 - 194 MB | NPU
149
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.708 ms | 1 - 211 MB | NPU
150
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCM6690 | 99.89 ms | 1 - 202 MB | NPU
151
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.487 ms | 1 - 31 MB | NPU
152
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA7255P | 17.352 ms | 1 - 78 MB | NPU
153
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.802 ms | 0 - 189 MB | NPU
154
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® SA8295P | 9.566 ms | 1 - 74 MB | NPU
155
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS7790 | 11.708 ms | 1 - 211 MB | NPU
156
+ | FFNet-78S-LowRes | TFLITE | w8a8 | Qualcomm® QCS8750 | 2.802 ms | 0 - 189 MB | NPU
157
 
158
  ## License
159
  * The license for the original implementation of FFNet-78S-LowRes can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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  "universal_assets": {
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12
  },
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  "qnn_dlc": {
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  "tool_versions": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-qnn_dlc-float.zip"
18
  },
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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": "1.25.0"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-onnx-float.zip"
25
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@@ -30,22 +30,22 @@
30
  "tflite": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-tflite-w8a8.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_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.55.0/ffnet_78s_lowres-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.56.0/ffnet_78s_lowres-qnn_dlc-float.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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  }
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30
  "tflite": {
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  "tool_versions": {
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  },
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  "qnn_dlc": {
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  "onnx": {
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  "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_78s_lowres/releases/v0.56.0/ffnet_78s_lowres-onnx-w8a8.zip"
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