Add fusions for OpenAI CLIP#20721
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hanbitmyths merged 5 commits intomicrosoft:mainfrom May 18, 2024
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| ["Expand", "Unsqueeze", "Unsqueeze", "Where", "Less"], | ||
| [causal_mask_input_index, 0, 0, 0, 0], | ||
| ["Concat", "Expand", "Unsqueeze", "Unsqueeze", "Where", "Less"], | ||
| [causal_mask_input_index, 0, 0, 0, 0, 0], |
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hanbitmyths
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May 18, 2024
hanbitmyths
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kunal-vaishnavi
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### Description This PR adds unit tests for [fusing the vision components](#20721) of Phi-3 vision and Phi-3.5 vision. ### Motivation and Context Many multi-modal models use a CLIP encoder or a variant of CLIP as part of their encoders. These fusion unit tests will ensure that the vision components of Phi-3 vision and Phi-3.5 vision can still be fused when existing fusions are modified to support more models.
guschmue
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Mar 6, 2025
### Description This PR adds unit tests for [fusing the vision components](#20721) of Phi-3 vision and Phi-3.5 vision. ### Motivation and Context Many multi-modal models use a CLIP encoder or a variant of CLIP as part of their encoders. These fusion unit tests will ensure that the vision components of Phi-3 vision and Phi-3.5 vision can still be fused when existing fusions are modified to support more models.
ashrit-ms
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Mar 17, 2025
### Description This PR adds unit tests for [fusing the vision components](#20721) of Phi-3 vision and Phi-3.5 vision. ### Motivation and Context Many multi-modal models use a CLIP encoder or a variant of CLIP as part of their encoders. These fusion unit tests will ensure that the vision components of Phi-3 vision and Phi-3.5 vision can still be fused when existing fusions are modified to support more models.
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Description
This PR adds fusions for OpenAI's CLIP model. Here is an example of how to run the ORT transformer optimizer for the linked CLIP model.
Motivation and Context
This PR helps optimize multi-modal models that use CLIP for the vision encoder.