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FFNet-78S-LowRes

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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (2) hide show
  1. FFNet-78S-LowRes_w8a8.onnx +2 -2
  2. README.md +65 -65
FFNet-78S-LowRes_w8a8.onnx CHANGED
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README.md CHANGED
@@ -36,67 +36,67 @@ 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-78S-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 50.271 ms | 1 - 57 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 294.323 ms | 5 - 15 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.456 ms | 1 - 113 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 25.817 ms | 1 - 38 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.049 ms | 0 - 26 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.211 ms | 6 - 9 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 17.755 ms | 1 - 58 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 16.755 ms | 2 - 13 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 50.271 ms | 1 - 57 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 294.323 ms | 5 - 15 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 13.221 ms | 1 - 21 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.282 ms | 7 - 9 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 20.101 ms | 1 - 57 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 19.105 ms | 0 - 17 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 13.218 ms | 1 - 14 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.303 ms | 6 - 8 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 17.755 ms | 1 - 58 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 16.755 ms | 2 - 13 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 13.208 ms | 1 - 16 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.243 ms | 6 - 16 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.468 ms | 1 - 151 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.047 ms | 0 - 111 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.263 ms | 6 - 42 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.338 ms | 8 - 54 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.373 ms | 1 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 7.31 ms | 6 - 37 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.254 ms | 8 - 41 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.794 ms | 6 - 6 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.731 ms | 47 - 47 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.724 ms | 0 - 37 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 36.575 ms | 2 - 11 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.637 ms | 0 - 72 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 6.872 ms | 2 - 70 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.006 ms | 0 - 168 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.637 ms | 2 - 4 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.463 ms | 0 - 39 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 5.059 ms | 2 - 13 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 10.383 ms | 0 - 59 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 20.724 ms | 2 - 13 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 70.27 ms | 12 - 28 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.724 ms | 0 - 37 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 36.575 ms | 2 - 11 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.008 ms | 0 - 166 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.647 ms | 2 - 4 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.687 ms | 0 - 40 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 6.52 ms | 2 - 20 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.052 ms | 0 - 168 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.641 ms | 2 - 4 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.463 ms | 0 - 39 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 5.059 ms | 2 - 13 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.043 ms | 0 - 166 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.672 ms | 2 - 14 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.933 ms | 0 - 71 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.194 ms | 0 - 70 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 3.329 ms | 2 - 72 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.549 ms | 4 - 104 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
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- | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.14 ms | 0 - 43 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
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- | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 2.249 ms | 2 - 47 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.938 ms | 0 - 72 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
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- | FFNet-78S-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.027 ms | 2 - 2 MB | NPU | Use Export Script |
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- | FFNet-78S-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.218 ms | 25 - 25 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
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@@ -160,8 +160,8 @@ Profiling Results
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  FFNet-78S-LowRes
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 50.3
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- Estimated peak memory usage (MB): [1, 57]
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  Total # Ops : 151
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  Compute Unit(s) : npu (151 ops) gpu (0 ops) cpu (0 ops)
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  ```
@@ -250,13 +250,13 @@ AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  You can also run the demo on-device.
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  ```bash
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- python -m qai_hub_models.models.ffnet_78s_lowres.demo --on-device
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  ```
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  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
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  environment, please add the following to your cell (instead of the above).
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  ```
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- %run -m qai_hub_models.models.ffnet_78s_lowres.demo -- --on-device
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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-78S-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 297.789 ms | 1 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 294.831 ms | 6 - 15 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.395 ms | 1 - 115 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 25.622 ms | 2 - 37 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.142 ms | 1 - 16 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.485 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 17.761 ms | 1 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 16.847 ms | 2 - 12 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 297.789 ms | 1 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 294.831 ms | 6 - 15 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 13.139 ms | 1 - 16 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.515 ms | 7 - 10 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 19.875 ms | 1 - 57 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 18.709 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 13.245 ms | 1 - 12 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.53 ms | 8 - 10 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 17.761 ms | 1 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 16.847 ms | 2 - 12 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 13.238 ms | 1 - 18 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.395 ms | 6 - 18 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.445 ms | 2 - 155 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.1 ms | 0 - 119 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.447 ms | 6 - 47 MB | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.162 ms | 6 - 54 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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+ | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 9.214 ms | 1 - 65 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
64
+ | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 8.561 ms | 2 - 37 MB | NPU | Use Export Script |
65
+ | FFNet-78S-LowRes | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.468 ms | 6 - 43 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
66
+ | FFNet-78S-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.067 ms | 6 - 6 MB | NPU | Use Export Script |
67
+ | FFNet-78S-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.649 ms | 47 - 47 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
68
+ | FFNet-78S-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.848 ms | 0 - 38 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
69
+ | FFNet-78S-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 36.424 ms | 2 - 11 MB | NPU | Use Export Script |
70
+ | FFNet-78S-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.418 ms | 0 - 73 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
71
+ | FFNet-78S-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 6.604 ms | 2 - 68 MB | NPU | Use Export Script |
72
+ | FFNet-78S-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.042 ms | 0 - 196 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
73
+ | FFNet-78S-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.633 ms | 2 - 4 MB | NPU | Use Export Script |
74
+ | FFNet-78S-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.482 ms | 0 - 39 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
75
+ | FFNet-78S-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 5.059 ms | 2 - 12 MB | NPU | Use Export Script |
76
+ | FFNet-78S-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 10.434 ms | 0 - 61 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
77
+ | FFNet-78S-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 21.026 ms | 2 - 14 MB | NPU | Use Export Script |
78
+ | FFNet-78S-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 72.255 ms | 12 - 24 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
79
+ | FFNet-78S-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.848 ms | 0 - 38 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
80
+ | FFNet-78S-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 36.424 ms | 2 - 11 MB | NPU | Use Export Script |
81
+ | FFNet-78S-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.034 ms | 0 - 195 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
82
+ | FFNet-78S-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.624 ms | 2 - 5 MB | NPU | Use Export Script |
83
+ | FFNet-78S-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.67 ms | 0 - 42 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
84
+ | FFNet-78S-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 6.486 ms | 2 - 18 MB | NPU | Use Export Script |
85
+ | FFNet-78S-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.014 ms | 0 - 195 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
86
+ | FFNet-78S-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.621 ms | 2 - 4 MB | NPU | Use Export Script |
87
+ | FFNet-78S-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.482 ms | 0 - 39 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
88
+ | FFNet-78S-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 5.059 ms | 2 - 12 MB | NPU | Use Export Script |
89
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.052 ms | 0 - 194 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
90
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.651 ms | 1 - 156 MB | NPU | Use Export Script |
91
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.916 ms | 0 - 76 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
92
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.189 ms | 0 - 73 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
93
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 3.319 ms | 2 - 69 MB | NPU | Use Export Script |
94
+ | FFNet-78S-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.471 ms | 4 - 111 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
95
+ | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.131 ms | 0 - 44 MB | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.tflite) |
96
+ | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 2.232 ms | 2 - 47 MB | NPU | Use Export Script |
97
+ | FFNet-78S-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.424 ms | 1 - 113 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
98
+ | FFNet-78S-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.01 ms | 2 - 2 MB | NPU | Use Export Script |
99
+ | FFNet-78S-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.279 ms | 26 - 26 MB | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes_w8a8.onnx) |
100
 
101
 
102
 
 
160
  FFNet-78S-LowRes
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
+ Estimated inference time (ms) : 297.8
164
+ Estimated peak memory usage (MB): [1, 61]
165
  Total # Ops : 151
166
  Compute Unit(s) : npu (151 ops) gpu (0 ops) cpu (0 ops)
167
  ```
 
250
  You can also run the demo on-device.
251
 
252
  ```bash
253
+ python -m qai_hub_models.models.ffnet_78s_lowres.demo --eval-mode on-device
254
  ```
255
 
256
  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
257
  environment, please add the following to your cell (instead of the above).
258
  ```
259
+ %run -m qai_hub_models.models.ffnet_78s_lowres.demo -- --eval-mode on-device
260
  ```
261
 
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