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Posted to commits@tvm.apache.org by "Deivanayaki-S (via GitHub)" <gi...@apache.org> on 2025/04/16 09:09:56 UTC
[PR] [Relax][PyTorch] Add mul_.Tensor, max.default, min.default and pow.Scalar Op Support into Exported Program Frontend [tvm]
Deivanayaki-S opened a new pull request, #17843:
URL: https://github.com/apache/tvm/pull/17843
This pull request adds support for the following operations in the exported program frontend for TVM Relax: mul_.Tensor, max.default, min.default, and pow.Scalar. These operations enable efficient inference for various models across multiple domains, including text generation, object detection, and image classification.
**Supported Operations and Models:**
| **Operation** | **Supported Models** |
|--------------------|--------------------------------------------------------------------------------------------------------------------------------------------------|
| **mul_.Tensor** | - Text Generation: `tinyBloom`<br>- Text Classification: `ms-marco-MiniLM-L6-v2`<br>- Image Classification: `microsoft/beit-base-patch16-224-pt22k-ft22k`<br>- ASR: `openai/whisper-base.en`<br>- Depth Estimation: `Intel/dpt-beit-large-512` |
| **max.default** | - Summarisation: `T5-Base_GNAD`<br>- Text Classification: `twitter-roberta-base-sentiment-latest`<br>- Text2Text Generation: `google/flan-t5-small` |
| **pow.Scalar** | - Object Detection: `microsoft/table-transformer-detection`, `facebook/detr-resnet-50`<br>- Image Segmentation: `facebook/mask2former-swin-tiny-coco-instance` |
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Re: [PR] [Relax][PyTorch] Add mul_.Tensor, max.default, min.default and pow.Scalar Op Support into Exported Program Frontend [tvm]
Posted by "Hzfengsy (via GitHub)" <gi...@apache.org>.
Hzfengsy merged PR #17843:
URL: https://github.com/apache/tvm/pull/17843
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