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Create: 2025-05-28 Update: 2025-07-14 10:55:06

🔥 Стартует новая видеосерия от PyTorch Compiler! 🎬

В первом эпизоде Avik Chaudhuri разбирает ключевые принципы, лежащие в основе модели программирования для PyTorch Export — и демонстрирует их через наглядные примеры.

🧠 Что такое Export в PyTorch?

Это механизм, который создаёт представление модели в виде промежуточного IR-кода (Intermediate Representation) заранее (ahead-of-time). Это позволяет:
- 📦 Повысить надёжность и предсказуемость исполнения
- ⚙️ Упростить оптимизацию и трансформации
- 🚀 Запускать модели на различных типах железа (CPU, GPU, мобильные устройства и пр.)

✅ Почему это важно?

По сравнению с предыдущими решениями вроде TorchScript и FX, PyTorch Export даёт:
- более высокий уровень безопасности
- лучшую совместимость с различными окружениями
- поддержку более сложных моделей

🛠️ Экспортированные модели можно запускать через:
• ONNX
• TensorRT
• ExecuTorch
• AOTInductor
и другие продвинутые backend-рантаймы.

📺 Смотреть первый выпуск: https://www.youtube.com/watch?v=bAoRZfJGzZw

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🔥 Стартует новая видеосерия от PyTorch Compiler! 🎬

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