PyTorch1 Hot0 comments14 min read1 mo ago

TinyTorch: Don’t Just Import PyTorch. Build It. – PyTorch

AI summary

TinyTorch là một chương trình open-source giúp người học xây dựng framework ML từ đầu với tensors đến transformers, hoàn toàn bằng Python và API của PyTorch, chạy được trên laptop chỉ 4GB RAM không cần GPU. Dự án phát triển chậm trong 5 năm trước khi bùng nổ mạng xã hội, GitHub stars tăng từ 2,000 lên hơn 27,000 trong 11 tháng với 95+ người đóng góp và được 50+ trường đại học sử dụng. Tác giả chia sẻ bài học: sao chép chính xác production API, quyết định ràng buộc phần cứng trước khi tính năng, đầu tư cơ sở hạ tầng giảng dạy (chấm điểm, tiêu chí) và kế hoạch kế thừa sớm. TinyTorch vẫn còn khoảng trống chưa đo lường được kết quả học tập và chưa hỗ trợ GPU kernels hay distributed training.

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Why read it: TinyTorch giúp lập trình viên hiểu sâu nguyên lý hoạt động của PyTorch qua việc tự xây dựng một framework học máy từ cơ bản đến nâng cao.

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#machine-learning #open-source #pytorch

Source: https://pytorch.org/blog/tinytorch-dont-just-import-pytorch-build-it. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.

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PyTorch1 Hot0 comments14 min read1 mo ago

TinyTorch: Don’t Just Import PyTorch. Build It. – PyTorch

AI summary

AI summaries can be wrong. Read the original before relying on anything important.

Why read it: TinyTorch giúp lập trình viên hiểu sâu nguyên lý hoạt động của PyTorch qua việc tự xây dựng một framework học máy từ cơ bản đến nâng cao.

What do you remember?

Answer 3 short questions to earn reward points for this article. Only do it if you want the points.

up to +17 points

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Read the original

#machine-learning #open-source #pytorch

Source: https://pytorch.org/blog/tinytorch-dont-just-import-pytorch-build-it. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.

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