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FFNet-122NS-LowRes

Image Segmentation
PyTorch
android
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@@ -1,9 +1,9 @@
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: image-segmentation
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  tags:
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  - android
 
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  ---
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@@ -35,31 +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 | 12.146 ms | 0 - 38 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 | 14.329 ms | 7 - 32 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 | 7.351 ms | 0 - 192 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 | 8.4 ms | 1 - 31 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 | 9.739 ms | 6 - 36 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 | 5.937 ms | 6 - 56 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 | 6.92 ms | 0 - 28 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 | 10.337 ms | 6 - 32 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.619 ms | 8 - 41 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.227 ms | 0 - 61 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 | 10.787 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA7255P ADP | SA7255P | TFLITE | 215.361 ms | 0 - 23 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 | 211.532 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.215 ms | 0 - 51 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 | 10.899 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | TFLITE | 18.931 ms | 1 - 26 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 | 15.399 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.311 ms | 0 - 31 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 | 10.753 ms | 8 - 10 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | TFLITE | 18.935 ms | 1 - 24 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 | 17.147 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 16.375 ms | 1 - 28 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 | 18.05 ms | 6 - 29 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.205 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.085 ms | 58 - 58 MB | FP16 | NPU | [FFNet-122NS-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx) |
 
 
 
 
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@@ -123,8 +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) : 12.1
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- Estimated peak memory usage (MB): [0, 38]
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  Total # Ops : 218
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  Compute Unit(s) : NPU (218 ops)
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  ```
 
1
  ---
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  library_name: pytorch
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  license: bsd-3-clause
 
4
  tags:
5
  - android
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+ pipeline_tag: image-segmentation
7
 
8
  ---
9
 
 
35
 
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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 | 12.217 ms | 0 - 51 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 | 10.713 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 | 7.442 ms | 0 - 183 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 | 8.368 ms | 0 - 32 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 | 7.348 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 | 5.764 ms | 9 - 58 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 | 6.939 ms | 1 - 29 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 | 10.337 ms | 6 - 32 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.242 ms | 7 - 41 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 | 215.437 ms | 1 - 23 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 | 211.355 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.24 ms | 1 - 32 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 | 10.751 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8295P ADP | SA8295P | TFLITE | 18.93 ms | 1 - 22 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 | 15.553 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.205 ms | 0 - 49 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 | 10.76 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | SA8775P ADP | SA8775P | TFLITE | 18.926 ms | 1 - 23 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 | 17.2 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 215.437 ms | 1 - 23 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 | 211.355 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.166 ms | 0 - 51 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 | 10.697 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 18.926 ms | 1 - 23 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 | 17.2 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 16.285 ms | 1 - 27 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 | 18.211 ms | 6 - 31 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.1 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-122NS-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.193 ms | 59 - 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
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 12.2
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+ Estimated peak memory usage (MB): [0, 51]
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  Total # Ops : 218
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  Compute Unit(s) : NPU (218 ops)
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  ```