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README.md
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@@ -35,19 +35,19 @@ 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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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 20.
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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 14.
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 13.
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE |
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| VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE |
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| VIT | SA8775 (Proxy) | SA8775P Proxy | TFLITE |
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| VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE |
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| VIT | SA8295P ADP | SA8295P | TFLITE |
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 25.
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| VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.
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@@ -111,7 +111,7 @@ Profiling Results
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VIT
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 20.
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Estimated peak memory usage (MB): [0, 3]
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Total # Ops : 1579
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Compute Unit(s) : NPU (1579 ops)
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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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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 20.106 ms | 0 - 3 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.399 ms | 0 - 193 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 14.711 ms | 0 - 384 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.118 ms | 1 - 150 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 13.71 ms | 0 - 208 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.634 ms | 1 - 112 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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| VIT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.818 ms | 0 - 3 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.416 ms | 0 - 3 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 20.342 ms | 0 - 3 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 19.95 ms | 0 - 3 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | SA8295P ADP | SA8295P | TFLITE | 27.983 ms | 0 - 192 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 25.148 ms | 0 - 365 MB | FP16 | NPU | [VIT.tflite](https://huggingface.co/qualcomm/VIT/blob/main/VIT.tflite) |
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| VIT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.682 ms | 171 - 171 MB | FP16 | NPU | [VIT.onnx](https://huggingface.co/qualcomm/VIT/blob/main/VIT.onnx) |
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VIT
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 20.1
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Estimated peak memory usage (MB): [0, 3]
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Total # Ops : 1579
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Compute Unit(s) : NPU (1579 ops)
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