zhangce

----------------------------
---- Interactive SQL II ----
----------------------------
​
set lc_messages to 'en_US.UTF-8';
​
​
-- Initial tables for small set
​
create table players (

zhangce

------------------------------------
-- Script for Interactive Session --
------------------------------------

-- Have messages displayed in English
SET lc_messages TO 'en_US.UTF-8';


-- CREATE Employees -----------------------------------------------------------

zhangce

from mpi4py import MPI
from io import StringIO
import numpy as np
import math
import sys

import time

comm = MPI.COMM_WORLD
size = comm.Get_size()

zhangce

from mpi4py import MPI
from io import StringIO
import numpy as np
import math
import sys

import time

comm = MPI.COMM_WORLD
size = comm.Get_size()

zhangce

#!/usr/bin/python3.5

import torch
import torch.nn as nn
import torch.optim as optim
import torch.nn.functional as F
import torch.backends.cudnn as cudnn

import torchvision
import torchvision.transforms as transforms

zhangce

#!/usr/bin/python3.5

import torch
import torch.nn as nn
import torch.optim as optim
import torch.nn.functional as F
import torch.backends.cudnn as cudnn

import torchvision
import torchvision.transforms as transforms

zhangce

function [m n_fetchfull] = SVMq(X, y, m, lr, num_range)

  n_examples = size(X, 1);
  n_features = size(X, 2);
    
  num_ranges = {};
  num_ranges_array = [];
  for j=1:n_features
     num_ranges{j} = num_range * (floor(log(abs(m(j))+1)) + 1);
     num_ranges_array = [num_ranges_array num_ranges{j}];

zhangce

function m = SVMq(X, y, m, lr, num_range)

  n_examples = size(X, 1);
  n_features = size(X, 2);
  
  num_ranges = {};
  for j=1:n_features
     num_ranges{j} = num_range; 
  end
  X1 = quantize_minmaxfull(X, num_ranges);

zhangce

// Copyright 2014 Hazy Research (http://i.stanford.edu/hazy)
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,

zhangce

// Copyright 2014 Hazy Research (http://i.stanford.edu/hazy)
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,