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README.md
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@@ -38,48 +38,52 @@ 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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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.
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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.
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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 35.
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPTextEncoder |
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 |
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| CLIPImageEncoder | Samsung Galaxy
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| CLIPImageEncoder | Samsung Galaxy
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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| CLIPImageEncoder |
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@@ -144,8 +148,8 @@ Profiling Results
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CLIPTextEncoder
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 5.
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Estimated peak memory usage (MB): [0,
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Total # Ops : 660
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Compute Unit(s) : NPU (658 ops) CPU (2 ops)
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CLIPImageEncoder
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) :
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Estimated peak memory usage (MB): [0, 2]
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Total # Ops : 659
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Compute Unit(s) : NPU (659 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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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.69 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.761 ms | 0 - 21 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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| CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 35.233 ms | 0 - 130 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.007 ms | 0 - 195 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.35 ms | 0 - 66 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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| CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 25.379 ms | 0 - 534 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.977 ms | 0 - 109 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.277 ms | 0 - 65 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 23.895 ms | 0 - 315 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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| CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.693 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.85 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.712 ms | 0 - 3 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.888 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 5.657 ms | 0 - 3 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | SA8775 (Proxy) | SA8775P Proxy | QNN | 4.794 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.741 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.835 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 7.775 ms | 0 - 87 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 6.631 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 6.602 ms | 0 - 169 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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| CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.469 ms | 0 - 66 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.151 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 38.247 ms | 127 - 127 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 36.865 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 26.719 ms | 0 - 51 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 157.677 ms | 0 - 194 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 29.563 ms | 0 - 669 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 21.012 ms | 1 - 173 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 117.974 ms | 1 - 3569 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 25.883 ms | 0 - 461 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 19.177 ms | 1 - 171 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 110.487 ms | 1 - 2715 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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| CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 36.905 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 22.029 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 37.073 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 22.368 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 37.092 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | SA8775 (Proxy) | SA8775P Proxy | QNN | 22.388 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 36.979 ms | 0 - 3 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 22.55 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 42.584 ms | 0 - 360 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 26.541 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 37.233 ms | 0 - 547 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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| CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 30.187 ms | 0 - 166 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 22.083 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 161.26 ms | 188 - 188 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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CLIPTextEncoder
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 5.7
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Estimated peak memory usage (MB): [0, 2]
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Total # Ops : 660
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Compute Unit(s) : NPU (658 ops) CPU (2 ops)
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CLIPImageEncoder
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 36.9
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Estimated peak memory usage (MB): [0, 2]
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Total # Ops : 659
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Compute Unit(s) : NPU (659 ops)
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