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# catatan teknis, sejak 2001

Panduan Profiling TorchNeuron untuk AWS Trainium

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Panduan dari Hugging Face membahas analisis performa tingkat sistem pada AWS Trainium menggunakan TorchNeuron dan NeuronProfiler API. Tulisan ini menjelaskan cara mengatur NeuronConfig, mengambil trace device dan runtime, serta menganalisis implementasi RMSNorm dengan Neuron Explorer. Selain itu, ditunjukkan pula cara memasukkan langkah-langkah PyTorch profiler standar ke dalam backend PrivateUse1 tanpa mengubah kode inti model. Materi ini layak dibaca jika Anda melakukan deployment model di Trainium dan perlu mendiagnosis bottleneck hardware secara akurat. Kekurangannya, panduan ini hanya mencakup mekanisme pengambilan trace untuk satu operasi kecil alih-alih mendiagnosis model production penuh. Jika Anda tidak menggunakan silikon AWS, Anda bisa melewati materi ini. sumber: huggingface.co/profiling-torchneuron-part-1 my other side: setyadi.com
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Pulpen NASA dan pensil Rusia

2002-07-30 · #Humor #Kliping

This is worth a read. No offense to all accenturers...


The Difference Between Focusing on Problems, and Focusing on Solutions

When NASA began the launch of astronauts into space, they found out that the pens wouldn't work at zero gravity. (Ink won't flow down to the writing surface)

In order to solve this problem, they hired Andersen Consulting (Accenture today). It took them one decade and 12 million dollars.They developed a pen that worked at zero gravity, upside down, under water, on practically any surface including crystal and in a temperature range from below freezing to over 300 degrees C.

To tackle the same problem, the Russians used a pencil...

$ cd ~/

$ cat comments/ (0)

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