redknightlois

using System;
using System.Collections.Generic;
using System.Diagnostics.CodeAnalysis;
using System.Linq;
using System.Runtime.CompilerServices;
using System.Text;
using System.Threading.Tasks;
using BenchmarkDotNet.Analysers;
using BenchmarkDotNet.Attributes;
using BenchmarkDotNet.Configs;

redknightlois

using System;
using System.Collections.Generic;
using System.Diagnostics.CodeAnalysis;
using System.Linq;
using System.Runtime.CompilerServices;
using System.Text;
using System.Threading.Tasks;
using BenchmarkDotNet.Analysers;
using BenchmarkDotNet.Attributes;
using BenchmarkDotNet.Configs;

redknightlois

        private static ReadOnlySpan<byte> LoadMaskTable => new byte[]
        {
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,
            0xFF, 0xFF, 0xFF, 0xFF,

redknightlois

def init_weights(m, variance=1.0):

    def _calculate_fan_in_and_fan_out(tensor):
        dimensions = tensor.dim()
        if dimensions < 2:
            return 1, 1

        if dimensions == 2:  # Linear
            fan_in = tensor.size(1)
            fan_out = tensor.size(0)

redknightlois

class Ralamb(Optimizer):

    def __init__(self, params, lr=1e-3, betas=(0.9, 0.999), eps=1e-8, weight_decay=0):
        defaults = dict(lr=lr, betas=betas, eps=eps, weight_decay=weight_decay)
        self.buffer = [[None, None, None] for ind in range(10)]
        super(Ralamb, self).__init__(params, defaults)

    def __setstate__(self, state):
        super(Ralamb, self).__setstate__(state)

redknightlois

using System;
using System.Linq;
using System.Numerics;
using System.Runtime.CompilerServices;
using System.Runtime.Intrinsics.X86;
using System.Runtime.InteropServices;
using BenchmarkDotNet.Analysers;
using BenchmarkDotNet.Attributes;
using BenchmarkDotNet.Columns;
using BenchmarkDotNet.Configs;

redknightlois

using System;
using System.Diagnostics;
using System.Runtime.CompilerServices;

namespace Sparrow.Utils
{
    /// <summary>
    /// This class computes a diff between two buffers and write 
    /// the diff to a temp location.
    /// 

redknightlois

Intel Chip Flaws Leave Millions of Devices Exposed

If you dont know what we are talking about read: https://www.wired.com/story/intel-management-engine-vulnerabilities-pcs-servers-iot/

Step-by-Step on Windows

1. Download the Intel security advisory detection tool: https://downloadcenter.intel.com/downloads/eula/27150/Intel-SA-00086-Detection-Tool?httpDown=https%3A%2F%2Fdownloadmirror.intel.com%2F27150%2Feng%2FSA00086_Windows.zip

redknightlois

If you dont know what we are talking about read: 

Intel Chip Flaws Leave Millions of Devices Exposed
https://www.wired.com/story/intel-management-engine-vulnerabilities-pcs-servers-iot/

[Step-by-Step]

1. Download the Intel security advisory detection tool: 
https://downloadcenter.intel.com/downloads/eula/27150/Intel-SA-00086-Detection-Tool?httpDown=https%3A%2F%2Fdownloadmirror.intel.com%2F27150%2Feng%2FSA00086_Windows.zip

redknightlois

using System;
using System.Collections.Generic;
using System.Runtime.CompilerServices;
using System.Text;
using BenchmarkDotNet.Attributes;
using BenchmarkDotNet.Attributes.Jobs;
using BenchmarkDotNet.Configs;
using BenchmarkDotNet.Diagnosers;
using BenchmarkDotNet.Environments;
using BenchmarkDotNet.Horology;