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Kirill Bobyrev kirillbobyrev

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Building things
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@xdralex
xdralex / checklist.md
Created April 19, 2021 13:39
ML/DL/CS Checklist

Deep Learning

concepts

  • forward and backward propagation
  • vanishing gradient
  • image convolution operation
  • feature map, filter/kernel
  • receptive field
  • embedding
  • translation invariance
@lattner
lattner / TaskConcurrencyManifesto.md
Last active June 19, 2024 13:41
Swift Concurrency Manifesto
@bsilver8192
bsilver8192 / BUILD
Created March 17, 2016 16:12
Basics of generating a compile_commands.json file with Bazel
py_binary(
name = 'generate_compile_command',
srcs = [
'generate_compile_command.py',
],
deps = [
'//third_party/bazel:extra_actions_proto_py',
],
)
@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active June 25, 2024 07:26
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@jboner
jboner / latency.txt
Last active June 25, 2024 12:58
Latency Numbers Every Programmer Should Know
Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference 0.5 ns
Branch mispredict 5 ns
L2 cache reference 7 ns 14x L1 cache
Mutex lock/unlock 25 ns
Main memory reference 100 ns 20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy 3,000 ns 3 us
Send 1K bytes over 1 Gbps network 10,000 ns 10 us
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD