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I have : 2x Intel(R) Celeron(R) CPU N2840 @2.16GHz .

Will it support 64bit Ubuntu18.04 ?

I have checked using lshw -class CPU that width is : 64bit.

But http://releases.ubuntu.com/18.04/ says I might require AMD64 etc as mentioned for 64bit. I want to install 64bit, but am not sure if it will work.

Other spec : 2GB RAM.

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The short answer is yes but it will probably be slower than you hope. cpubenchmark.net rates that CPU at 1004. I have an Athlon 64 X2 3800+ which it rates as 958. It is in a system with 2GB of RAM running Ubuntu 18.04. It will do a few things well (fileserver, usenet, torrentz), but I'd never use it to browse the internet or play movies or anything that I wanted it to respond me in real time.

I'm also curious about what the 2x in "I have : 2x Intel(R) Celeron(R) CPU N2840 @2.16GHz." Does that mean you have 2 CPUs? If so I'm curious about the motherboard, RAM, etc.