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985
š Remember Tensorboard graph visualizer?
š @Google just released Model Explorer, a Tensorboard graph visualizer on steroids šŖ.
š ļø Model Explorer is a graph visualization tool designed to improve understanding, debugging, and optimizing machine learning (ML) models, especially large ones.
šÆ It addresses challenges in traditional graph visualization tools by implementing a hierarchical layout and GPU-accelerated graph rendering, which enhances performance and usability.
š The tool supports visualization of large-scale ML models by displaying hierarchical information, which simplifies understanding complex model architectures.
š Key features include layer-by-layer exploration š, side-by-side graph comparison for debugging conversion errors š, and per-node data overlays for identifying performance issues š.
šØāš» Originally developed for Google's internal use, Model Explorer is now available publicly as part of the Google AI Edge family of products and even runs directly in colab!
š Colab: https://github.com/google-ai-edge/model-explorer/blob/main/example_colabs/quick_start.ipynb
š° Blog: https://research.google/blog/model-explorer/
š @Google just released Model Explorer, a Tensorboard graph visualizer on steroids šŖ.
š ļø Model Explorer is a graph visualization tool designed to improve understanding, debugging, and optimizing machine learning (ML) models, especially large ones.
šÆ It addresses challenges in traditional graph visualization tools by implementing a hierarchical layout and GPU-accelerated graph rendering, which enhances performance and usability.
š The tool supports visualization of large-scale ML models by displaying hierarchical information, which simplifies understanding complex model architectures.
š Key features include layer-by-layer exploration š, side-by-side graph comparison for debugging conversion errors š, and per-node data overlays for identifying performance issues š.
šØāš» Originally developed for Google's internal use, Model Explorer is now available publicly as part of the Google AI Edge family of products and even runs directly in colab!
š Colab: https://github.com/google-ai-edge/model-explorer/blob/main/example_colabs/quick_start.ipynb
š° Blog: https://research.google/blog/model-explorer/
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