kaggle colab cpu配置

kaggle 一周30小时免费

T4*2 显存16GB*2

cpu 4核 RAM 30GB

 

Architecture:                x86_64
  CPU op-mode(s):            32-bit, 64-bit
  Address sizes:             46 bits physical, 48 bits virtual
  Byte Order:                Little Endian
CPU(s):                      4
  On-line CPU(s) list:       0-3
Vendor ID:                   GenuineIntel
  Model name:                Intel(R) Xeon(R) CPU @ 2.00GHz
    CPU family:              6
    Model:                   85
    Thread(s) per core:      2
    Core(s) per socket:      2
    Socket(s):               1
    Stepping:                3
    BogoMIPS:                4000.31
    Flags:                   fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pg
                             e mca cmov pat pse36 clflush mmx fxsr sse sse2 ss h
                             t syscall nx pdpe1gb rdtscp lm constant_tsc rep_goo
                             d nopl xtopology nonstop_tsc cpuid tsc_known_freq p
                             ni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2ap
                             ic movbe popcnt aes xsave avx f16c rdrand hyperviso
                             r lahf_lm abm 3dnowprefetch pti ssbd ibrs ibpb stib
                             p fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms 
                             invpcid rtm mpx avx512f avx512dq rdseed adx smap cl
                             flushopt clwb avx512cd avx512bw avx512vl xsaveopt x
                             savec xgetbv1 xsaves arat md_clear arch_capabilitie
                             s
Virtualization features:     
  Hypervisor vendor:         KVM
  Virtualization type:       full
Caches (sum of all):         
  L1d:                       64 KiB (2 instances)
  L1i:                       64 KiB (2 instances)
  L2:                        2 MiB (2 instances)
  L3:                        38.5 MiB (1 instance)
NUMA:                        
  NUMA node(s):              1
  NUMA node0 CPU(s):         0-3
Vulnerabilities:             
  Gather data sampling:      Not affected
  Indirect target selection: Mitigation; Aligned branch/return thunks
  Itlb multihit:             Not affected
  L1tf:                      Mitigation; PTE Inversion
  Mds:                       Mitigation; Clear CPU buffers; SMT Host state unkno
                             wn
  Meltdown:                  Mitigation; PTI
  Mmio stale data:           Vulnerable: Clear CPU buffers attempted, no microco
                             de; SMT Host state unknown
  Reg file data sampling:    Not affected
  Retbleed:                  Mitigation; IBRS
  Spec rstack overflow:      Not affected
  Spec store bypass:         Mitigation; Speculative Store Bypass disabled via p
                             rctl
  Spectre v1:                Mitigation; usercopy/swapgs barriers and __user poi
                             nter sanitization
  Spectre v2:                Mitigation; IBRS; IBPB conditional; STIBP condition
                             al; RSB filling; PBRSB-eIBRS Not affected; BHI SW l
                             oop, KVM SW loop
  Srbds:                     Not affected
  Tsa:                       Not affected
  Tsx async abort:           Mitigation; Clear CPU buffers; SMT Host state unkno
                             wn

 

 

 

colab pro T4 high RAM

cpu 8核

RAM 51GB

Disk 235.7 GB

 

Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Address sizes: 46 bits physical, 48 bits virtual Byte Order: Little Endian CPU(s): 8 On-line CPU(s) list: 0-7 Vendor ID: GenuineIntel Model name: Intel(R) Xeon(R) CPU @ 2.20GHz CPU family: 6 Model: 79 Thread(s) per core: 2 Core(s) per socket: 4 Socket(s): 1 Stepping: 0 BogoMIPS: 4399.99