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FFNet-40S

Image Segmentation
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ONNX
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android
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (3) hide show
  1. .gitattributes +1 -0
  2. FFNet-40S.dlc +3 -0
  3. README.md +48 -48
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  FFNet-40S.so filter=lfs diff=lfs merge=lfs -text
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+ FFNet-40S.dlc filter=lfs diff=lfs merge=lfs -text
FFNet-40S.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:0d01dec156988a359d80725e99158781a3c72f711ff72595f4149b66d6b9cbe3
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+ size 55768943
README.md CHANGED
@@ -37,53 +37,53 @@ 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-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 150.015 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 835.756 ms | 24 - 33 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 55.825 ms | 1 - 82 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 65.158 ms | 24 - 83 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 44.041 ms | 2 - 43 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 34.709 ms | 24 - 26 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 57.643 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 47.762 ms | 24 - 34 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 150.015 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 835.756 ms | 24 - 33 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 44.126 ms | 2 - 18 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 34.357 ms | 24 - 27 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 62.799 ms | 2 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 52.063 ms | 24 - 42 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 43.839 ms | 2 - 40 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 34.549 ms | 24 - 27 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 57.643 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 47.762 ms | 24 - 34 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 43.749 ms | 2 - 37 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 33.997 ms | 24 - 44 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 29.655 ms | 29 - 113 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.475 ms | 1 - 81 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 24.266 ms | 21 - 81 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.379 ms | 28 - 107 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.788 ms | 1 - 55 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 21.584 ms | 24 - 90 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.701 ms | 28 - 81 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 35.412 ms | 24 - 24 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 30.776 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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- | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.347 ms | 1 - 34 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.371 ms | 1 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.33 ms | 1 - 13 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.202 ms | 1 - 36 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 57.505 ms | 1 - 94 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 308.576 ms | 1 - 13 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.347 ms | 1 - 34 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.425 ms | 1 - 12 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.886 ms | 1 - 37 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.483 ms | 1 - 20 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.202 ms | 1 - 36 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.539 ms | 1 - 12 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 16.806 ms | 4 - 44 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.906 ms | 1 - 51 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.612 ms | 7 - 103 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
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- | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.757 ms | 1 - 41 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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- | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.209 ms | 7 - 92 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
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- | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.317 ms | 8 - 8 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
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@@ -147,7 +147,7 @@ Profiling Results
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  FFNet-40S
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 150.0
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  Estimated peak memory usage (MB): [2, 53]
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  Total # Ops : 94
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  Compute Unit(s) : npu (94 ops) gpu (0 ops) cpu (0 ops)
 
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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-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 149.925 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 133.298 ms | 24 - 79 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 56.13 ms | 2 - 83 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 66.446 ms | 24 - 80 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 44.09 ms | 2 - 41 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 34.315 ms | 24 - 46 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 57.621 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 47.945 ms | 24 - 79 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 149.925 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 133.298 ms | 24 - 79 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 43.933 ms | 2 - 20 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 34.245 ms | 24 - 48 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 62.768 ms | 2 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 52.07 ms | 8 - 61 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 43.746 ms | 2 - 44 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 34.296 ms | 24 - 47 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 57.621 ms | 2 - 53 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 47.945 ms | 24 - 79 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 44.003 ms | 2 - 19 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 33.915 ms | 24 - 46 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 29.298 ms | 29 - 126 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 29.575 ms | 0 - 83 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.683 ms | 24 - 82 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 19.264 ms | 29 - 110 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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+ | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 25.289 ms | 2 - 56 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.tflite) |
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+ | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 21.416 ms | 24 - 90 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.964 ms | 28 - 81 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 36.72 ms | 30 - 30 MB | NPU | [FFNet-40S.dlc](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.dlc) |
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+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 30.779 ms | 24 - 24 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S.onnx) |
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+ | FFNet-40S | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.399 ms | 1 - 34 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 10.362 ms | 1 - 57 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.464 ms | 0 - 25 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.196 ms | 0 - 35 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 55.467 ms | 1 - 93 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 309.133 ms | 1 - 3 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
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+ | FFNet-40S | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.399 ms | 1 - 34 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
76
+ | FFNet-40S | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.447 ms | 1 - 17 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
77
+ | FFNet-40S | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.933 ms | 0 - 36 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
78
+ | FFNet-40S | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.522 ms | 0 - 14 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
79
+ | FFNet-40S | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.196 ms | 0 - 35 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
80
+ | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.442 ms | 1 - 14 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
81
+ | FFNet-40S | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 16.857 ms | 1 - 44 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
82
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.914 ms | 1 - 54 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
83
+ | FFNet-40S | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.85 ms | 9 - 107 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
84
+ | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 6.757 ms | 1 - 39 MB | NPU | [FFNet-40S.tflite](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.tflite) |
85
+ | FFNet-40S | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.297 ms | 8 - 93 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
86
+ | FFNet-40S | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.387 ms | 8 - 8 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
87
 
88
 
89
 
 
147
  FFNet-40S
148
  Device : cs_8275 (ANDROID 14)
149
  Runtime : TFLITE
150
+ Estimated inference time (ms) : 149.9
151
  Estimated peak memory usage (MB): [2, 53]
152
  Total # Ops : 94
153
  Compute Unit(s) : npu (94 ops) gpu (0 ops) cpu (0 ops)