Hugging Face's logo

qualcomm
/
OpenAI-Clip

Image Classification
PyTorch
LiteRT
foundation
android
Model card Files
xet
Community
1
qaihm-bot commited on
Commit
dc5dd8b
·
verified ·
1 Parent(s): 1e56478

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +62 -52
README.md CHANGED
@@ -38,54 +38,64 @@ More details on model performance across various devices, can be found
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 |
49
- | 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) |
50
- | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 20.813 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
51
- | 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 |
55
- | 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) |
56
- | 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) |
57
- | 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 |
60
- | 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) |
62
- | 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) |
65
- | 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) |
66
- | 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) |
68
- | 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
 
91
 
@@ -149,8 +159,8 @@ Profiling Results
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
 
@@ -158,8 +168,8 @@ Compute Unit(s) : NPU (659 ops)
158
  CLIPTextEncoder
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
  ```
 
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 | 20.634 ms | 0 - 29 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 | 16.731 ms | 1 - 3 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
43
+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 41.387 ms | 0 - 368 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
44
+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.11 ms | 0 - 372 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
45
+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 11.82 ms | 1 - 19 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
46
+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.851 ms | 0 - 225 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
47
+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 12.285 ms | 0 - 364 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
48
+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 11.135 ms | 4 - 304 MB | FP16 | NPU | Use Export Script |
49
+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 32.266 ms | 1 - 219 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
50
+ | CLIPImageEncoder | SA7255P ADP | SA7255P | TFLITE | 310.255 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
51
+ | CLIPImageEncoder | SA7255P ADP | SA7255P | QNN | 257.531 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
52
+ | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.745 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
53
+ | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 16.696 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
54
+ | CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 25.341 ms | 0 - 312 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
55
+ | CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 20.301 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
56
+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.094 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
57
+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 16.724 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
58
+ | CLIPImageEncoder | SA8775P ADP | SA8775P | TFLITE | 29.426 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
59
+ | CLIPImageEncoder | SA8775P ADP | SA8775P | QNN | 23.34 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
60
+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 310.255 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
61
+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.531 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
62
+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 20.589 ms | 3 - 37 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
63
+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 16.777 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
64
+ | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.426 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
65
+ | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 23.34 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
66
+ | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.271 ms | 0 - 324 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
67
+ | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 18.515 ms | 0 - 308 MB | FP16 | NPU | Use Export Script |
68
+ | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.431 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
69
+ | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 42.452 ms | 172 - 172 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
70
+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.688 ms | 0 - 10 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
71
+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.084 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
72
+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.301 ms | 0 - 291 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
73
+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.273 ms | 0 - 147 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
74
+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.7 ms | 0 - 18 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
75
+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.74 ms | 0 - 69 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
76
+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.308 ms | 0 - 143 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
77
+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.593 ms | 0 - 127 MB | FP16 | NPU | Use Export Script |
78
+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.195 ms | 0 - 68 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
79
+ | CLIPTextEncoder | SA7255P ADP | SA7255P | TFLITE | 59.63 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
80
+ | CLIPTextEncoder | SA7255P ADP | SA7255P | QNN | 49.84 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
81
+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.708 ms | 0 - 11 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
82
+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.071 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 6.227 ms | 0 - 127 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
84
+ | CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 5.51 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
85
+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.667 ms | 0 - 12 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
86
+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.069 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
87
+ | CLIPTextEncoder | SA8775P ADP | SA8775P | TFLITE | 6.975 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
88
+ | CLIPTextEncoder | SA8775P ADP | SA8775P | QNN | 5.826 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 59.63 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
90
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 49.84 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
91
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.641 ms | 0 - 13 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
92
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.056 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
93
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.975 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
94
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.826 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
95
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.202 ms | 0 - 136 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
96
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.335 ms | 0 - 129 MB | FP16 | NPU | Use Export Script |
97
+ | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.404 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
98
+ | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.582 ms | 124 - 124 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
99
 
100
 
101
 
 
159
  CLIPImageEncoder
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 20.6
163
+ Estimated peak memory usage (MB): [0, 29]
164
  Total # Ops : 659
165
  Compute Unit(s) : NPU (659 ops)
166
 
 
168
  CLIPTextEncoder
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
+ Estimated inference time (ms) : 4.7
172
+ Estimated peak memory usage (MB): [0, 10]
173
  Total # Ops : 660
174
  Compute Unit(s) : NPU (658 ops) CPU (2 ops)
175
  ```