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OpenAI-Clip

Image Classification
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

Files changed (2) hide show
  1. README.md +90 -51
  2. release_assets.json +21 -4
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-classification
15
  Contrastive Language-Image Pre-Training (CLIP) uses a ViT like transformer to get visual features and a causal language model to get the text features. Both the text and visual features can then be used for a variety of zero-shot learning tasks.
16
 
17
  This is based on the implementation of OpenAI-Clip found [here](https://github.com/openai/CLIP/).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/openai_clip) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
@@ -28,80 +28,119 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-onnx-float.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-tflite-float.zip)
 
 
34
 
35
  For more device-specific assets and performance metrics, visit **[OpenAI-Clip on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/openai_clip)**.
36
 
37
 
38
  ### Option 2: Export with Custom Configurations
39
 
40
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/openai_clip) Python library to compile and export the model with your own:
41
  - Custom weights (e.g., fine-tuned checkpoints)
42
  - Custom input shapes
43
  - Target device and runtime configurations
44
 
45
  This option is ideal if you need to customize the model beyond the default configuration provided here.
46
 
47
- See our repository for [OpenAI-Clip on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/openai_clip) for usage instructions.
48
 
49
  ## Model Details
50
 
51
  **Model Type:** Model_use_case.image_classification
52
 
53
  **Model Stats:**
54
- - Model checkpoint: ViT-B/16
55
  - Image input resolution: 224x224
56
- - Text context length: 77
57
- - Number of parameters: 150M
58
  - Model size (float): 571 MB
 
 
59
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | OpenAI-Clip | ONNX | float | Snapdragon® X2 Elite | 10.399 ms | 2 - 2 MB | NPU
64
- | OpenAI-Clip | ONNX | float | Snapdragon® X Elite | 22.242 ms | 294 - 294 MB | NPU
65
- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.078 ms | 1 - 1107 MB | NPU
66
- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 26.71 ms | 1 - 685 MB | NPU
67
- | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.487 ms | 0 - 323 MB | NPU
68
- | OpenAI-Clip | ONNX | float | Qualcomm® QCS8450 | 26.71 ms | 1 - 685 MB | NPU
69
- | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.85 ms | 0 - 4 MB | NPU
70
- | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.242 ms | 294 - 294 MB | NPU
71
- | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 11.707 ms | 0 - 869 MB | NPU
72
- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Mobile | 11.707 ms | 0 - 869 MB | NPU
73
- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.263 ms | 1 - 584 MB | NPU
74
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® X2 Elite | 9.634 ms | 1 - 1 MB | NPU
75
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® X Elite | 21.473 ms | 1 - 1 MB | NPU
76
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.546 ms | 0 - 771 MB | NPU
77
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 24.207 ms | 0 - 609 MB | NPU
78
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 59.337 ms | 1 - 570 MB | NPU
79
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.49 ms | 1 - 3 MB | NPU
80
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8775P | 23.042 ms | 1 - 568 MB | NPU
81
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8650P | 23.042 ms | 1 - 568 MB | NPU
82
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8255P | 23.042 ms | 1 - 568 MB | NPU
83
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8450 | 24.207 ms | 0 - 609 MB | NPU
84
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 23.759 ms | 1 - 3 MB | NPU
85
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 21.473 ms | 1 - 1 MB | NPU
86
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.301 ms | 1 - 586 MB | NPU
87
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA7255P | 59.337 ms | 1 - 570 MB | NPU
88
- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8295P | 24.606 ms | 1 - 514 MB | NPU
89
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.301 ms | 1 - 586 MB | NPU
90
- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.754 ms | 0 - 420 MB | NPU
91
- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 14.321 ms | 0 - 778 MB | NPU
92
- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 24.195 ms | 0 - 618 MB | NPU
93
- | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 59.391 ms | 0 - 565 MB | NPU
94
- | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.987 ms | 0 - 3 MB | NPU
95
- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8775P | 23.117 ms | 0 - 566 MB | NPU
96
- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8650P | 23.117 ms | 0 - 566 MB | NPU
97
- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8255P | 23.117 ms | 0 - 566 MB | NPU
98
- | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8450 | 24.195 ms | 0 - 618 MB | NPU
99
- | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 23.088 ms | 0 - 296 MB | NPU
100
- | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 11.502 ms | 0 - 598 MB | NPU
101
- | OpenAI-Clip | TFLITE | float | Qualcomm® SA7255P | 59.391 ms | 0 - 565 MB | NPU
102
- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8295P | 24.505 ms | 0 - 517 MB | NPU
103
- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.502 ms | 0 - 598 MB | NPU
104
- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.74 ms | 0 - 435 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
105
 
106
  ## License
107
  * The license for the original implementation of OpenAI-Clip can be found
 
15
  Contrastive Language-Image Pre-Training (CLIP) uses a ViT like transformer to get visual features and a causal language model to get the text features. Both the text and visual features can then be used for a variety of zero-shot learning tasks.
16
 
17
  This is based on the implementation of OpenAI-Clip found [here](https://github.com/openai/CLIP/).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/openai_clip) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-onnx-w8a16.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-qnn_dlc-w8a16.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[OpenAI-Clip on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/openai_clip)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/openai_clip) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [OpenAI-Clip on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/openai_clip) for usage instructions.
50
 
51
  ## Model Details
52
 
53
  **Model Type:** Model_use_case.image_classification
54
 
55
  **Model Stats:**
 
56
  - Image input resolution: 224x224
57
+ - Model checkpoint: ViT-B/16
 
58
  - Model size (float): 571 MB
59
+ - Number of parameters: 150M
60
+ - Text context length: 77
61
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | OpenAI-Clip | ONNX | float | Snapdragon® X2 Elite | 15.041 ms | 2 - 2 MB | NPU
66
+ | OpenAI-Clip | ONNX | float | Snapdragon® X Elite | 33.087 ms | 294 - 294 MB | NPU
67
+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 21.543 ms | 0 - 1185 MB | NPU
68
+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 47.884 ms | 1 - 894 MB | NPU
69
+ | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 35.963 ms | 0 - 4 MB | NPU
70
+ | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.992 ms | 1 - 4 MB | NPU
71
+ | OpenAI-Clip | ONNX | float | Qualcomm® QCS8450 | 47.884 ms | 1 - 894 MB | NPU
72
+ | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 47.242 ms | 0 - 4 MB | NPU
73
+ | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.087 ms | 294 - 294 MB | NPU
74
+ | OpenAI-Clip | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 16.846 ms | 1 - 958 MB | NPU
75
+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Mobile | 16.846 ms | 1 - 958 MB | NPU
76
+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.451 ms | 1 - 807 MB | NPU
77
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® X2 Elite | 13.395 ms | 1 - 1 MB | NPU
78
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® X Elite | 27.143 ms | 174 - 174 MB | NPU
79
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 18.713 ms | 0 - 750 MB | NPU
80
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 39.887 ms | 0 - 757 MB | NPU
81
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 145.153 ms | 1 - 4 MB | NPU
82
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 24.715 ms | 0 - 4 MB | NPU
83
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 26.341 ms | 0 - 4 MB | NPU
84
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® QCS8450 | 39.887 ms | 0 - 757 MB | NPU
85
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 28.04 ms | 0 - 3 MB | NPU
86
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 27.143 ms | 174 - 174 MB | NPU
87
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 303.476 ms | 1 - 667 MB | NPU
88
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 37.384 ms | 1 - 670 MB | NPU
89
+ | OpenAI-Clip | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 14.885 ms | 0 - 641 MB | NPU
90
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 14.885 ms | 0 - 641 MB | NPU
91
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.908 ms | 0 - 684 MB | NPU
92
+ | OpenAI-Clip | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 37.384 ms | 1 - 670 MB | NPU
93
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® X2 Elite | 14.657 ms | 1 - 1 MB | NPU
94
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® X Elite | 33.277 ms | 1 - 1 MB | NPU
95
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 21.772 ms | 0 - 924 MB | NPU
96
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 46.455 ms | 0 - 854 MB | NPU
97
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 36.428 ms | 1 - 3 MB | NPU
98
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 98.999 ms | 1 - 704 MB | NPU
99
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.465 ms | 1 - 2 MB | NPU
100
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8775P | 36.693 ms | 1 - 701 MB | NPU
101
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8650P | 36.693 ms | 1 - 701 MB | NPU
102
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8255P | 36.693 ms | 1 - 701 MB | NPU
103
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8450 | 46.455 ms | 0 - 854 MB | NPU
104
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 36.921 ms | 1 - 3 MB | NPU
105
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.277 ms | 1 - 1 MB | NPU
106
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 17.214 ms | 1 - 694 MB | NPU
107
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA7255P | 98.999 ms | 1 - 704 MB | NPU
108
+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8295P | 38.524 ms | 1 - 798 MB | NPU
109
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 17.214 ms | 1 - 694 MB | NPU
110
+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.331 ms | 0 - 704 MB | NPU
111
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 14.407 ms | 0 - 0 MB | NPU
112
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.346 ms | 1 - 1 MB | NPU
113
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.836 ms | 48 - 798 MB | NPU
114
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 29.984 ms | 0 - 3 MB | NPU
115
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 67.718 ms | 1 - 604 MB | NPU
116
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.935 ms | 0 - 542 MB | NPU
117
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.423 ms | 0 - 603 MB | NPU
118
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® SA8650P | 32.423 ms | 0 - 603 MB | NPU
119
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® SA8255P | 32.423 ms | 0 - 603 MB | NPU
120
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.652 ms | 2 - 4 MB | NPU
121
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.346 ms | 1 - 1 MB | NPU
122
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 420.338 ms | 1 - 686 MB | NPU
123
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 41.427 ms | 0 - 658 MB | NPU
124
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.398 ms | 0 - 632 MB | NPU
125
+ | OpenAI-Clip | QNN_DLC | w8a16 | Qualcomm® SA7255P | 67.718 ms | 1 - 604 MB | NPU
126
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.398 ms | 0 - 632 MB | NPU
127
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.483 ms | 0 - 678 MB | NPU
128
+ | OpenAI-Clip | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 41.427 ms | 0 - 658 MB | NPU
129
+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.716 ms | 0 - 898 MB | NPU
130
+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 40.386 ms | 0 - 907 MB | NPU
131
+ | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 34.917 ms | 0 - 297 MB | NPU
132
+ | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 95.588 ms | 0 - 664 MB | NPU
133
+ | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.241 ms | 0 - 3 MB | NPU
134
+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8775P | 35.93 ms | 0 - 670 MB | NPU
135
+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8650P | 35.93 ms | 0 - 670 MB | NPU
136
+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8255P | 35.93 ms | 0 - 670 MB | NPU
137
+ | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8450 | 40.386 ms | 0 - 907 MB | NPU
138
+ | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 36.095 ms | 0 - 296 MB | NPU
139
+ | OpenAI-Clip | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 17.396 ms | 0 - 694 MB | NPU
140
+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA7255P | 95.588 ms | 0 - 664 MB | NPU
141
+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8295P | 38.381 ms | 0 - 622 MB | NPU
142
+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Mobile | 17.396 ms | 0 - 694 MB | NPU
143
+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.007 ms | 0 - 538 MB | NPU
144
 
145
  ## License
146
  * The license for the original implementation of OpenAI-Clip can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,36 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.59.0/openai_clip-tflite-float.zip"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
  }
25
  }
26
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.27.1"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-qnn_dlc-float.zip"
18
  },
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-tflite-float.zip"
24
+ }
25
+ }
26
+ },
27
+ "w8a16": {
28
+ "universal_assets": {
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "onnx_runtime": "1.27.1"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-onnx-w8a16.zip"
35
+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.60.0/openai_clip-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }