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FFNet-122NS-LowRes

Image Segmentation
PyTorch
LiteRT
android
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@@ -35,35 +35,35 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 11.791 ms | 0 - 372 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.365 ms | 8 - 10 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so) |
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- | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 8.066 ms | 1 - 162 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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- | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.111 ms | 1 - 114 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.114 ms | 6 - 25 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so) |
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- | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.103 ms | 9 - 61 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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- | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.031 ms | 1 - 58 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.202 ms | 6 - 33 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.702 ms | 7 - 38 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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- | FFNet-122NS-LowRes | SA7255P ADP | SA7255P | TFLITE | 213.785 ms | 0 - 52 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | SA7255P ADP | SA7255P | QNN | 212.318 ms | 5 - 13 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.755 ms | 0 - 390 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.411 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | TFLITE | 16.614 ms | 1 - 53 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | QNN | 16.563 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.774 ms | 0 - 376 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.41 ms | 7 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | TFLITE | 18.357 ms | 1 - 54 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | QNN | 17.668 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 213.785 ms | 0 - 52 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 212.318 ms | 5 - 13 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.76 ms | 1 - 386 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.313 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 18.357 ms | 1 - 54 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 17.668 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 14.502 ms | 1 - 114 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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- | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 14.594 ms | 1 - 33 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.86 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.602 ms | 57 - 57 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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@@ -127,8 +127,8 @@ Profiling Results
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  FFNet-122NS-LowRes
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 11.8
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- Estimated peak memory usage (MB): [0, 372]
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  Total # Ops : 218
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  Compute Unit(s) : NPU (218 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 12.343 ms | 1 - 14 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.216 ms | 6 - 9 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so) |
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+ | FFNet-122NS-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 8.154 ms | 2 - 184 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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+ | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.469 ms | 1 - 114 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 7.669 ms | 15 - 33 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so) |
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+ | FFNet-122NS-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.926 ms | 9 - 59 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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+ | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.486 ms | 1 - 60 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.556 ms | 6 - 34 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.697 ms | 6 - 37 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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+ | FFNet-122NS-LowRes | SA7255P ADP | SA7255P | TFLITE | 216.129 ms | 0 - 54 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | SA7255P ADP | SA7255P | QNN | 212.195 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.306 ms | 1 - 15 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.236 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | TFLITE | 17.48 ms | 1 - 54 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | QNN | 16.632 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.388 ms | 1 - 17 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.215 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | TFLITE | 19.158 ms | 1 - 55 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | QNN | 17.722 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 216.129 ms | 0 - 54 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 212.195 ms | 3 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.327 ms | 0 - 18 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.327 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 19.158 ms | 1 - 55 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 17.722 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 15.155 ms | 1 - 117 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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+ | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 15.603 ms | 0 - 32 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.717 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.609 ms | 57 - 57 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
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  FFNet-122NS-LowRes
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 12.3
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+ Estimated peak memory usage (MB): [1, 14]
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  Total # Ops : 218
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  Compute Unit(s) : NPU (218 ops)
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  ```