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v0.30.2

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See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (3) hide show
  1. FFNet-40S.bin → FFNet-40S_w8a8.onnx +2 -2
  2. FFNet-40S.so → FFNet-40S_w8a8.tflite +2 -2
  3. README.md +49 -49
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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 | 855.795 ms | 1 - 49 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 | 133.664 ms | 24 - 33 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 56.304 ms | 3 - 78 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 | 66.289 ms | 24 - 73 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 43.803 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 34.023 ms | 24 - 27 MB | NPU | Use Export Script |
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- | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 57.532 ms | 2 - 52 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 | 47.271 ms | 24 - 38 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 855.795 ms | 1 - 49 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 | 133.664 ms | 24 - 33 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 43.737 ms | 2 - 22 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 | 34.201 ms | 25 - 27 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 64.733 ms | 2 - 50 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 | 53.704 ms | 24 - 41 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 43.603 ms | 2 - 25 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 | 34.418 ms | 24 - 26 MB | NPU | Use Export Script |
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- | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 57.532 ms | 2 - 52 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 | 47.271 ms | 24 - 38 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 43.616 ms | 2 - 22 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 | 34.231 ms | 26 - 49 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 34.933 ms | 29 - 101 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 | 29.496 ms | 2 - 78 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 | 23.251 ms | 17 - 69 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.312 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 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 29.947 ms | 1 - 52 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 | 21.452 ms | 24 - 82 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 22.043 ms | 28 - 73 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 | 35.332 ms | 24 - 24 MB | NPU | Use Export Script |
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- | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.589 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 | 24.145 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 | 10.416 ms | 1 - 52 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 | 9.352 ms | 1 - 16 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 | 10.109 ms | 0 - 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 | 57.426 ms | 1 - 52 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 | 309.397 ms | 1 - 4 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 | 24.145 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 | 9.398 ms | 1 - 14 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 | 13.87 ms | 0 - 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 | 9.441 ms | 1 - 14 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 | 10.109 ms | 0 - 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 | 9.42 ms | 1 - 15 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 | 15.712 ms | 1 - 46 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 | 6.838 ms | 1 - 55 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 | 11.109 ms | 5 - 64 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 | 6.69 ms | 1 - 39 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 | 7.863 ms | 8 - 60 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 | 16.971 ms | 8 - 8 MB | NPU | [FFNet-40S.onnx](https://huggingface.co/qualcomm/FFNet-40S/blob/main/FFNet-40S_w8a8.onnx) |
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@@ -147,8 +147,8 @@ 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) : 855.8
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- Estimated peak memory usage (MB): [1, 49]
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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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  ```
 
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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 | 150.365 ms | 0 - 48 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 | 837.427 ms | 24 - 34 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 56.517 ms | 2 - 78 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 | 66.889 ms | 24 - 73 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 43.67 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 33.958 ms | 24 - 26 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 57.533 ms | 2 - 52 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 | 47.243 ms | 24 - 39 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 150.365 ms | 0 - 48 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 | 837.427 ms | 24 - 34 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 43.525 ms | 2 - 22 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 | 34.075 ms | 20 - 23 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 64.609 ms | 2 - 50 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 | 53.716 ms | 24 - 41 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 43.86 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 | 34.235 ms | 24 - 27 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 57.533 ms | 2 - 52 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 | 47.243 ms | 24 - 39 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 43.599 ms | 2 - 21 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 | 34.155 ms | 24 - 50 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 35.025 ms | 24 - 99 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 | 29.352 ms | 2 - 80 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 | 23.281 ms | 21 - 73 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.617 ms | 29 - 75 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 | 30.006 ms | 1 - 52 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 | 22.145 ms | 24 - 82 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 19.889 ms | 25 - 69 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 | 35.274 ms | 24 - 24 MB | NPU | Use Export Script |
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+ | FFNet-40S | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.621 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 | 106.186 ms | 0 - 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 | 10.672 ms | 0 - 48 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 | 9.431 ms | 1 - 14 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 | 10.105 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 | 56.884 ms | 1 - 53 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 | 307.629 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 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 106.186 ms | 0 - 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 | 9.392 ms | 1 - 10 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 | 13.858 ms | 1 - 38 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 | 9.405 ms | 1 - 18 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 | 10.105 ms | 1 - 36 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 | 9.424 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 | 16.019 ms | 6 - 49 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 | 6.838 ms | 1 - 51 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 | 10.972 ms | 6 - 66 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 | 6.693 ms | 0 - 38 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 | 7.815 ms | 6 - 58 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 | 16.916 ms | 7 - 7 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) : 150.4
151
+ Estimated peak memory usage (MB): [0, 48]
152
  Total # Ops : 94
153
  Compute Unit(s) : npu (94 ops) gpu (0 ops) cpu (0 ops)
154
  ```