<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are a helpful chatbot that always answers in Uzbek.<|eot_id|><|start_header_id|>user<|end_header_id|>

Menga Windows 11 operatsion tizimiga ega kompyuterimda AMD GPU-dan foydalanish uchun zarur bo'lgan qo'llanmani bering. Shuni yodda tutingki, u anakonda python-dan foydalanish uchun.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Albatta! Bu erda Windows 11-da ishlaydigan kompyuterda AMD GPU-dan foydalanish uchun kerakli ko'rsatmalar mavjud: 1-qadam: mos kelishini tekshiring AMD GPU-ning Windows 11-ning siz foydalanayotgan versiyasiga mos kelishini tekshiring Windows 11-ning tizim talablarini tekshiring va GPU-ning mos keladigan GPU-lar ro'yxatiga kiritilganligini tekshiring 2-qadam: AMD GPU-larni o'rnating Windows 11-da AMD GPU-ni ishlatish uchun sizga tegishli boshqaruvchilarni o'rnatish kerak bo'ladi. Ushbu qadamlarni bajaring: AMD rasmiy veb-saytiga tashrif buyuring https://www.amd.comes/support Windows 11-da ishlaydigan kompyuterda Python va Anaconda uchun GPU-ni ishlatish uchun "Hozir o'rnatilganni yuklab oling" tugmasini bosing.<|eot_id|><|start_header_id|>user<|end_header_id|>

GPU-ning to'g'ri ishlashini tekshirish uchun menga namunaviy kod bera olasizmi?<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Albatta! Python-da matritsa ko'paytirish uchun namunaviy kod bor: ``python import tensorflow as tf import time # Ikkita tasodifiy matritsa yaratamiz matrix_size = 10000 matrix_a = tf.random.normal ([matrix_size, matrix_size]) matrix_b = tf.random.normal ([matrix_size, matrix_size]) # Matritsalarni GPU bilan ko'paytiramiz with tf.device('/GPU:0'): start_time = time.time(() result = tf.matrix_a, matrix_b) elapsed_time = time.time() - start_time printf'Ti GPU yordamida bajarish vaqti: {elapsed_time:f2} sekund # Multiply matritsalarni matrix_size = 10000 mat<|eot_id|>