philtomson

"""
Use torch.cuda.amp in PyTorch for mixed precision training. 
This method mixes 32-bit and 16-bit data to reduce memory use and speed up model training, 
without much loss in accuracy. 

It takes advantage of the quick computing of 16-bit data and controls precision by handling specific operations in 32-bit. 
This approach offers a balance between speed and accuracy in training models.
"""
import torch
from torch.cuda.amp import autocast, GradScaler

philtomson

#RNN data sizes:

# x.size() = [64x1000]
        
        f[0] = self.get_f(dag[-1][0].name) # activation func
        c[0] = F.sigmoid(self.w_xc(x) + F.linear(h_prev, self.w_hc, None))
        h[0] = (c[0]*f[0](self.w_xh(x) + F.linear(h_prev, self.w_hh, None)) +
                (1 - c[0])*h_prev)
        #h_prev.size()    = [64x1000]
        #self.w_hc.size() = [1000,1000]

philtomson

function emd!(A,B)
  @assert(size(A) == size(B))
  cost = 0
  last_bin = length(A)
  for bin = 1:last_bin
    delta = A[bin]-B[bin]
    if(delta < 0) #more in B than in A
      num_to_move = abs(delta)
      next_bin = bin+1
      #search to the right for place to move 'package'

philtomson

# 32-bit fixed point; parameter `f` is the number of fraction bits

function create_mask(wp,fp)
  (2^wp-1)<<fp + (2^fp-1)
end

abstract FixedPoint <: Real
abstract Fixed <: FixedPoint
#abstract Ufixed <: FixedPoint # unsigned variant
immutable FixedPt{wp,fp} <: Fixed

philtomson

src_smO0 id ie =104
Readytodisabe icache.
Jump to secend Boot.
     0.131]

U-Bot 201109-rc1-00003-ge89b14-dity (Ja 0 2014 - 12:5733) llwinner Technology 

[     0.140version:1.10
[      0.44]pmus   ready
[      0o

philtomson

c2_v
    [      0.271]after set, dcdc2 mcdc3_vol =l 3_vol = 2800
ldo4_vol = 2800
power_start = 0
sto mno key fet start
draa_set end
[   dnn'titialize ther n_key:boot_init_gpio)
DRV_DISP_In opened
[      0.521p.output_type=4
[      0.525womode = .2]NAND: NANt

philtomson

set tabstop=2
set smarttab
set shiftwidth=2
set autoindent
set expandtab
set backspace=start,indent
set guifont=Inconsolata\ 14
set hlsearch
syntax on
autocmd  BufReadPost * if line("'\"") > 0 && line("'\"") <= line("$") |

philtomson

(* compile with:
   corebuild -pkg async,unix  test_async.native
*)
open Sys
open Async.Std
open Core

let (r,w) = Pipe.create () 

(* producer *)

philtomson

type 'a tree = Empty | Leaf of 'a | Node of 'a tree * 'a * 'a tree ;;

let rec tree_map f tree = 
  let rec aux t = match t with
  |  Empty  -> Empty
  |  Leaf value -> Leaf (f value)
  |  Node (l,value,r) -> Node ( aux l , f value, aux r) in
  aux tree

let rec preorder_print_tree tree = 

philtomson

"set guifont= Droid\ Sans\ Mono\ Slashed
"set guifont=Inconsolata:m12
set guifont=Inconsolata\ 12
"set guifont=Droid\ Sans\ Mono\ Slashed:h16
colorscheme desert
execute pathogen#infect()
let s:ocamlmerlin=substitute(system('opam config var share'),'\n$','','''') .  "/ocamlmerlin"
execute "set rtp+=".s:ocamlmerlin."/vim"
execute "set rtp+=".s:ocamlmerlin."/vimbufsync"