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OpenAI-Clip

Image Classification
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@@ -1,10 +1,10 @@
1
  ---
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  library_name: pytorch
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  license: mit
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- pipeline_tag: image-classification
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  tags:
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  - foundation
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  - android
 
8
 
9
  ---
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@@ -38,46 +38,53 @@ 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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  |---|---|---|---|---|---|---|---|---|
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- | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 34.319 ms | 0 - 54 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 | 26.337 ms | 0 - 56 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
43
- | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 27.11 ms | 0 - 265 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
44
- | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 20.295 ms | 0 - 172 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
45
- | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 25.123 ms | 0 - 265 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 | 16.937 ms | 1 - 173 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 34.064 ms | 0 - 63 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 | 20.375 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
49
- | CLIPImageEncoder | SA7255P ADP | SA7255P | TFLITE | 326.663 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
50
- | CLIPImageEncoder | SA7255P ADP | SA7255P | QNN | 264.763 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
51
- | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 34.194 ms | 0 - 56 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
52
- | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 20.535 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
53
- | CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 40.104 ms | 0 - 202 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
54
- | CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 30.975 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
55
- | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 34.131 ms | 0 - 50 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
56
- | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 20.714 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
57
- | CLIPImageEncoder | SA8775P ADP | SA8775P | TFLITE | 42.575 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
58
- | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 35.825 ms | 0 - 202 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
59
- | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 29.758 ms | 0 - 166 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 22.195 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.68 ms | 0 - 24 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
62
- | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.678 ms | 0 - 25 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
63
- | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.993 ms | 0 - 88 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
64
- | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.297 ms | 0 - 71 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
65
- | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.98 ms | 0 - 85 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 | 3.232 ms | 0 - 70 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.699 ms | 0 - 18 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 | 4.768 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA7255P ADP | SA7255P | TFLITE | 61.254 ms | 0 - 81 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA7255P ADP | SA7255P | QNN | 51.477 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.722 ms | 0 - 24 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 | 4.804 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 7.627 ms | 0 - 69 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 | 6.596 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.726 ms | 0 - 18 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 | 4.811 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8775P ADP | SA8775P | TFLITE | 8.166 ms | 0 - 81 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA8775P ADP | SA8775P | QNN | 6.929 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 6.336 ms | 0 - 74 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 | 5.216 ms | 0 - 71 MB | FP16 | NPU | Use Export Script |
 
 
 
 
 
 
 
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  | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.104 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
82
 
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@@ -142,8 +149,8 @@ Profiling Results
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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) : 34.3
146
- Estimated peak memory usage (MB): [0, 54]
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  Total # Ops : 659
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  Compute Unit(s) : NPU (659 ops)
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@@ -152,7 +159,7 @@ CLIPTextEncoder
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  Device : Samsung Galaxy S23 (13)
153
  Runtime : TFLITE
154
  Estimated inference time (ms) : 5.7
155
- Estimated peak memory usage (MB): [0, 24]
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  Total # Ops : 660
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  Compute Unit(s) : NPU (658 ops) CPU (2 ops)
158
  ```
 
1
  ---
2
  library_name: pytorch
3
  license: mit
 
4
  tags:
5
  - foundation
6
  - android
7
+ pipeline_tag: image-classification
8
 
9
  ---
10
 
 
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 34.209 ms | 0 - 51 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
42
+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 20.477 ms | 1 - 3 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
43
+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 26.593 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
44
+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.782 ms | 1 - 16 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
45
+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 24.806 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
46
+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 19.173 ms | 1 - 173 MB | FP16 | NPU | Use Export Script |
47
+ | CLIPImageEncoder | SA7255P ADP | SA7255P | TFLITE | 326.918 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
48
+ | CLIPImageEncoder | SA7255P ADP | SA7255P | QNN | 265.114 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 34.025 ms | 0 - 55 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 | 20.813 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 40.205 ms | 0 - 201 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
52
+ | CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 30.887 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
53
+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 34.125 ms | 0 - 54 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
54
+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 20.644 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8775P ADP | SA8775P | TFLITE | 42.43 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 326.918 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 265.114 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
58
+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 34.149 ms | 0 - 67 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
59
+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 20.408 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 42.43 ms | 0 - 264 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
61
+ | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 34.88 ms | 0 - 203 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 | 29.526 ms | 0 - 170 MB | FP16 | NPU | Use Export Script |
63
+ | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 22.199 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
64
+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.741 ms | 0 - 19 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 | 4.896 ms | 0 - 3 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 | TFLITE | 3.978 ms | 0 - 85 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
67
+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.345 ms | 0 - 15 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.989 ms | 0 - 85 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
69
+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.717 ms | 0 - 70 MB | FP16 | NPU | Use Export Script |
70
+ | CLIPTextEncoder | SA7255P ADP | SA7255P | TFLITE | 61.315 ms | 0 - 81 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
71
+ | CLIPTextEncoder | SA7255P ADP | SA7255P | QNN | 51.426 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
72
+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.694 ms | 0 - 19 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
73
+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.837 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
74
+ | CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 7.61 ms | 0 - 68 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
75
+ | CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 6.723 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
76
+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.746 ms | 0 - 18 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
77
+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.815 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
78
+ | CLIPTextEncoder | SA8775P ADP | SA8775P | TFLITE | 8.124 ms | 0 - 80 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
79
+ | CLIPTextEncoder | SA8775P ADP | SA8775P | QNN | 6.936 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
80
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 61.315 ms | 0 - 81 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
81
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 51.426 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
82
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.648 ms | 0 - 18 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
83
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.773 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
84
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 8.124 ms | 0 - 80 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
85
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.936 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
86
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 6.379 ms | 0 - 72 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
87
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 5.202 ms | 0 - 70 MB | FP16 | NPU | Use Export Script |
88
  | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.104 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
89
 
90
 
 
149
  CLIPImageEncoder
150
  Device : Samsung Galaxy S23 (13)
151
  Runtime : TFLITE
152
+ Estimated inference time (ms) : 34.2
153
+ Estimated peak memory usage (MB): [0, 51]
154
  Total # Ops : 659
155
  Compute Unit(s) : NPU (659 ops)
156
 
 
159
  Device : Samsung Galaxy S23 (13)
160
  Runtime : TFLITE
161
  Estimated inference time (ms) : 5.7
162
+ Estimated peak memory usage (MB): [0, 19]
163
  Total # Ops : 660
164
  Compute Unit(s) : NPU (658 ops) CPU (2 ops)
165
  ```