単位、情報量、デジタルデータ、CPUと高速化 ~ICT用語集~

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1 CPU ICT 2014

2 SI: Systèm International d Unités SI SI 10 1 da 10 1 d 10 2 h 10 2 c 10 3 k 10 3 m 10 6 M 10 6 µ 10 9 G 10 9 n T p P f E a Z z Y y c = [m/sec], Avogadro N A = [mol 1 ], [m], au = [m], [km], [m], e = [C], m e = [kg], Cu 2.5nm, 10 80

3 RAM Random Access Memory 512MB 4GB HDD Hard Disk Drive 256GB 5TB SSD Solid State Drive 64GB 1TB 500GB 2TB CD 700MB DVD 4.7GB Blu-ray 25GB SD 1GB 64GB, USB 1GB 128GB iphone 16GB 64GB

4 4 32 DNA 800MB 10TB Gordon Bell B 1 8GB 3 4GB YouTube 1 0.6GB(HD) 2GB(FHD) YouTube 60 / Google 20 B/1 1/2008 NSA 5 B 7/2013

5 2 10 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 10 [123] 10 = [b n b n 1... b 1 b 0 ] 2, b i {0, 1} 10 [b n b n 1... b 1 b 0 ] 2 = [b n 2 n + b n 1 2 n b b ] ) ) ) ) XOR 0 ) ) ) ) 1 1

6 2 [0] 2 + [0] 2 = [0] 2 [0] 2 [0] 2 = [0] 2 [1] 2 + [0] 2 = [1] 2 [1] 2 [0] 2 = [0] 2 [0] 2 + [1] 2 = [1] 2 [0] 2 [1] 2 = [0] 2 [1] 2 + [1] 2 = [10] 2 [1] 2 [1] 2 = [1] 2 Table: 2 [11] 2 + [01] 2 = [100] 2 = [4] 10,[1001] 2 + [0110] 2 = [1111] 2 = [15] ) [11] 2 [10] 2 = [111] 2 = [6] 10

7 bit { 1 = 0 1bit: 1 [0] [1] bits [00],[01],[10],[11] 4 n bits [ b n 1... b 1 b }{{} 0 ] 2 n n 0 1 Q1 A-Za-z 52 1 Q2 1 1

8 bit signal T 0 T T Figure: δt T 5 5( T + δt)

9 d {0, 1,..., d 1} s s = s 1 s 2... s i..., s i {0, 1,... d 1} 2 n d > 2 n 1 n n 1 A Z,a z = 2 6 > 52 > 2 5 = 32 6 A a B b Z z

10 bit Byte 8 bits=1 Byte 1 B 1KB = 2 10 = 1024B Byte 2 8 [b 7 b 6 b 5 b 4 b 3 b 2 b 1 b 0 ] 2, b i [0, 1} [ ] 2 = [0] 10 [ ] 2 = [255] Shift_JIS 2Byte 2 16 = ASCII 128 7bit UTF IP 64KB (MTU) MTU IP IP

11 Figure:

12 CPU [sec] 1 Hz 1 CPU instruction IF ID EX WB 4 1 IPC=1

13 CPU Kernighan, p CPU Fetch( ) Decode Exec WiteBack( ) CPU accumulator

14 CPU 1CPU CPU MIPS(Million Instructions Per Second)= IPC 10 6 FLOPS(Floating-point Operations Per Second) SPEC(Standard Performance Evaluation Corporation)

15 CPU vs CPU 8 intel Xeon E5 3GHz 1 1 3GHz = [sec] 0.33 c [sec] = 10 1 [m] 10cm Xeon E5 DDR3 ECC 200MHz 2 1, 866MHz 8B =64 15[GB/sec] 3 CPU cache CPU CPU CPU CPU L1,L2,L3 Xeon E5 25MB L3

16 Moore 2 The complexity for minimum component costs has in- creased at a rate of roughly a factor of two per year. Certainly over the short term this rate can be expected to continue, if not to increase. Over the longer term, the rate of increase is a bit more uncertain, although there is no reason to believe it will not remain nearly constant for at least ten years. That means by 1975, the number of components per integrated circuit for minimum cost will be I believe that such a large circuit can be built on a single wafer. Cramming More Components onto Integrated Circuits Moore? 22nm 7 5nm 2020

2017 (413812)

2017 (413812) 2017 (413812) Deep Learning ( NN) 2012 Google ASIC(Application Specific Integrated Circuit: IC) 10 ASIC Deep Learning TPU(Tensor Processing Unit) NN 12 20 30 Abstract Multi-layered neural network(nn) has

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