richardhahahaha

    import torch
    import torchvision
    
    def fuse(conv, bn):
    
        fused = torch.nn.Conv2d(
            conv.in_channels,
            conv.out_channels,
            kernel_size=conv.kernel_size,
            stride=conv.stride,

richardhahahaha

# A correct and dabnn-compatible PyTorch implementation of binary convolutions.
# It consists of a implementation of the binary convolution itself, and the way
# to make the implementation both ONNX- and dabnn-compatible
# 1. The input of binary convolutions should only be +1/-1, so we pad -1 instead
#    of 0 by a explicit pad operation.
# 2. Since PyTorch doesn't support exporting Sign ONNX operator (until 
#    https://github.com/pytorch/pytorch/pull/20470 gets merged), we perform sign 
#    operation on input and weight by directly accessing the `data`

import torch

richardhahahaha

-- Xception model
-- a Torch7 implementation of: https://arxiv.org/abs/1610.02357
-- E. Culurciello, October 2016

require 'nn'
local nClasses = 1000

function nn.SpatialSeparableConvolution(nInputPlane, nOutputPlane, kW, kH)
   local block = nn.Sequential()
   block:add(nn.SpatialConvolutionMap(nn.tables.oneToOne(nInputPlane), kW,kH, 1,1, 1,1))

richardhahahaha

# pylint: disable=C0111,too-many-arguments,too-many-instance-attributes,too-many-locals,redefined-outer-name,fixme
# pylint: disable=superfluous-parens, no-member, invalid-name
import sys
sys.path.insert(0, "../../python")
import mxnet as mx
import numpy as np
import cv2, random

from io import BytesIO
from captcha.image import ImageCaptcha

richardhahahaha

local cjson = require('cjson')
local util = require('login_util')

if ngx.var.request_method ~= 'POST' then 
    ngx.log(ngx.WARN, 'request method is not post')
    ngx.exit(400)
end

ngx.req.read_body()
local args = ngx.req.get_post_args()

richardhahahaha

-- Two dashes start a one-line comment.

--[[
     Adding two ['s and ]'s makes it a
     multi-line comment.
--]]

----------------------------------------------------
-- 1. Variables and flow control.
----------------------------------------------------

richardhahahaha

Frontend Development

Attention: if you attempt to fork this gist, github will think that you are a spammer and you will have to confirm that you are human with them. Apparantly there are too many links in this list. Also I update it rather frequently (see revisions on the left), so it's probably wise to not fork it anyway.

• Guides
  • Hack Design
  • Designer School
  • TheExpressiveWeb
  • Talks To Help You Become A Better Front-End Engineer In 2013
• Web Development Teaching Materials

richardhahahaha

local ffi = require("ffi")

ffi.cdef[[
  typedef long time_t;
  typedef struct timeval {
    time_t tv_sec;
    time_t tv_usec;
  } timeval;

  int gettimeofday(struct timeval* t, void* tzp);

richardhahahaha

(function() {
  try {
    var a = new Uint8Array(1);
    return; //no need
  } catch(e) { }

  function subarray(start, end) {
    return this.slice(start, end);
  }