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README.md
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@@ -38,52 +38,50 @@ 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 | 25.
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN |
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 23.
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| CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.
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| CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.
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| CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.
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| CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.
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| CLIPTextEncoder | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 5.
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| CLIPTextEncoder | SA8775 (Proxy) | SA8775P Proxy | QNN | 4.
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| CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.
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| CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.
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| CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 7.
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| CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 6.
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| CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 6.
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| CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 38.
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 36.
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| CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN |
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| CLIPImageEncoder | Samsung Galaxy
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 |
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| CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 |
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| CLIPImageEncoder |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite |
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| CLIPImageEncoder |
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| CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy |
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| CLIPImageEncoder |
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| CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy |
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| CLIPImageEncoder |
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| CLIPImageEncoder | SA8775 (Proxy) | SA8775P Proxy |
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| CLIPImageEncoder |
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| CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy |
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| CLIPImageEncoder |
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| CLIPImageEncoder | SA8295P ADP | SA8295P |
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| CLIPImageEncoder |
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| CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy |
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| CLIPImageEncoder |
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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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@@ -157,8 +155,8 @@ 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.
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Estimated peak memory usage (MB): [0,
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Total # Ops : 659
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Compute Unit(s) : NPU (659 ops)
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```
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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 | 5.704 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 | 4.73 ms | 0 - 23 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 | 35.21 ms | 0 - 131 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 | 4.08 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 | 3.379 ms | 0 - 72 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 | 25.241 ms | 0 - 536 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 | 3.991 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 | 2.754 ms | 0 - 65 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 23.811 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 | 5.664 ms | 0 - 1004 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 | 4.838 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.761 ms | 0 - 2 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 | 4.832 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 5.675 ms | 0 - 2 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 | 4.864 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.702 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 | 4.893 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 7.762 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 | 6.779 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 6.582 ms | 0 - 167 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 | 5.291 ms | 0 - 68 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.229 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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| CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 38.327 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 | 36.525 ms | 0 - 3 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 | 27.189 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 S24 | Snapdragon® 8 Gen 3 | TFLITE | 29.37 ms | 0 - 666 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 | 20.849 ms | 0 - 170 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 | 116.721 ms | 1 - 3571 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 | 25.793 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 | 19.399 ms | 0 - 172 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 109.572 ms | 1 - 2716 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 | 36.934 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 | 21.964 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 36.858 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 | 22.523 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 37.002 ms | 0 - 3 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 | 22.519 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 37.107 ms | 1 - 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 | 22.501 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 42.408 ms | 0 - 359 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 | 26.489 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 36.678 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 | 31.003 ms | 0 - 165 MB | FP16 | NPU | Use Export Script |
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| CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 161.714 ms | 188 - 188 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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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) : 36.5
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Estimated peak memory usage (MB): [0, 3]
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Total # Ops : 659
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Compute Unit(s) : NPU (659 ops)
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```
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