Post
968
🔍 Remember Tensorboard graph visualizer?
🚀 @Google just released Model Explorer, a Tensorboard graph visualizer on steroids 💪.
🛠️ Model Explorer is a graph visualization tool designed to improve understanding, debugging, and optimizing machine learning (ML) models, especially large ones.
🎯 It addresses challenges in traditional graph visualization tools by implementing a hierarchical layout and GPU-accelerated graph rendering, which enhances performance and usability.
🌐 The tool supports visualization of large-scale ML models by displaying hierarchical information, which simplifies understanding complex model architectures.
🔑 Key features include layer-by-layer exploration 🔍, side-by-side graph comparison for debugging conversion errors 🐛, and per-node data overlays for identifying performance issues 📈.
👨💻 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!
🔗 Colab: https://github.com/google-ai-edge/model-explorer/blob/main/example_colabs/quick_start.ipynb
📰 Blog: https://research.google/blog/model-explorer/
🚀 @Google just released Model Explorer, a Tensorboard graph visualizer on steroids 💪.
🛠️ Model Explorer is a graph visualization tool designed to improve understanding, debugging, and optimizing machine learning (ML) models, especially large ones.
🎯 It addresses challenges in traditional graph visualization tools by implementing a hierarchical layout and GPU-accelerated graph rendering, which enhances performance and usability.
🌐 The tool supports visualization of large-scale ML models by displaying hierarchical information, which simplifies understanding complex model architectures.
🔑 Key features include layer-by-layer exploration 🔍, side-by-side graph comparison for debugging conversion errors 🐛, and per-node data overlays for identifying performance issues 📈.
👨💻 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!
🔗 Colab: https://github.com/google-ai-edge/model-explorer/blob/main/example_colabs/quick_start.ipynb
📰 Blog: https://research.google/blog/model-explorer/
