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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (3) hide show
  1. README.md +28 -37
  2. precompiled/qualcomm-snapdragon-x-elite/FFNet-54S.onnx.zip +2 -2
  3. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/ffnet_54s).
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  ### Model Details
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  - **Model Type:** Model_use_case.semantic_segmentation
@@ -36,51 +37,51 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 169.946 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 153.101 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 59.993 ms | 2 - 98 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 71.403 ms | 24 - 79 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.876 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.459 ms | 24 - 49 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 62.281 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 52.241 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 169.946 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 153.101 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.15 ms | 2 - 19 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 37.154 ms | 24 - 51 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 67.781 ms | 2 - 61 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.859 ms | 24 - 79 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.82 ms | 2 - 20 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.806 ms | 24 - 53 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 62.281 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 52.241 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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- | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 45.968 ms | 0 - 27 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 36.392 ms | 24 - 49 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 31.327 ms | 24 - 53 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.178 ms | 1 - 94 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.417 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 21.866 ms | 29 - 106 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 26.299 ms | 2 - 64 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 19.529 ms | 24 - 94 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.923 ms | 28 - 83 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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  | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 39.212 ms | 24 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.35 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.64 ms | 0 - 39 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.585 ms | 1 - 62 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.412 ms | 1 - 18 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.159 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 63.035 ms | 1 - 98 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 321.762 ms | 1 - 3 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 25.64 ms | 0 - 39 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.41 ms | 1 - 13 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm�� SA8295P | TFLITE | 14.53 ms | 1 - 43 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.485 ms | 1 - 14 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.159 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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- | FFNet-54S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.421 ms | 1 - 19 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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  | FFNet-54S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.261 ms | 0 - 58 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
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- | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.864 ms | 0 - 60 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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  | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.556 ms | 6 - 77 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
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- | FFNet-54S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.711 ms | 1 - 45 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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  | FFNet-54S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.61 ms | 4 - 62 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
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  | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.339 ms | 13 - 13 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
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@@ -140,17 +141,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.ffnet_54s.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- FFNet-54S
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 169.9
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- Estimated peak memory usage (MB): [2, 63]
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- Total # Ops : 115
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- Compute Unit(s) : npu (115 ops) gpu (0 ops) cpu (0 ops)
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- ```
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  ## How does this work?
 
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  [here](https://aihub.qualcomm.com/models/ffnet_54s).
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+
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  ### Model Details
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  - **Model Type:** Model_use_case.semantic_segmentation
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 169.806 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 153.101 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 60.805 ms | 2 - 97 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 71.403 ms | 24 - 79 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.87 ms | 2 - 62 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 36.459 ms | 24 - 49 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 62.295 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 52.241 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 169.806 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 153.101 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.043 ms | 2 - 25 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 37.154 ms | 24 - 51 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 67.775 ms | 2 - 61 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 56.859 ms | 24 - 79 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 46.271 ms | 2 - 22 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 36.806 ms | 24 - 53 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 62.295 ms | 2 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 52.241 ms | 24 - 81 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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+ | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 46.006 ms | 2 - 21 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 36.392 ms | 24 - 49 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 31.327 ms | 24 - 53 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 31.245 ms | 2 - 99 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.417 ms | 24 - 87 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 21.866 ms | 29 - 106 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 32.015 ms | 1 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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  | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 19.529 ms | 24 - 94 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.923 ms | 28 - 83 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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  | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 39.212 ms | 24 - 24 MB | NPU | [FFNet-54S.dlc](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.dlc) |
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  | FFNet-54S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.35 ms | 24 - 24 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 25.696 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
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+ | FFNet-54S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.479 ms | 1 - 63 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
71
+ | FFNet-54S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.426 ms | 1 - 17 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
72
+ | FFNet-54S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.148 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
73
+ | FFNet-54S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 62.11 ms | 0 - 97 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
74
+ | FFNet-54S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 319.492 ms | 1 - 3 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
75
+ | FFNet-54S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 25.696 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
76
+ | FFNet-54S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.436 ms | 1 - 14 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
77
+ | FFNet-54S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.581 ms | 1 - 42 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
78
+ | FFNet-54S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.428 ms | 1 - 13 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
79
+ | FFNet-54S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.148 ms | 1 - 40 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
80
+ | FFNet-54S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.412 ms | 0 - 18 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
81
  | FFNet-54S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.261 ms | 0 - 58 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
82
+ | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.862 ms | 1 - 59 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
83
  | FFNet-54S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.556 ms | 6 - 77 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
84
+ | FFNet-54S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.703 ms | 1 - 45 MB | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.tflite) |
85
  | FFNet-54S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.61 ms | 4 - 62 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
86
  | FFNet-54S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.339 ms | 13 - 13 MB | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S_w8a8.onnx) |
87
 
 
141
  ```bash
142
  python -m qai_hub_models.models.ffnet_54s.export
143
  ```
144
+
 
 
 
 
 
 
 
 
 
 
145
 
146
 
147
  ## How does this work?
precompiled/qualcomm-snapdragon-x-elite/FFNet-54S.onnx.zip CHANGED
@@ -1,3 +1,3 @@
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precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
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+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
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+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956