Roger-luo

"""Convert generic type name (real) in PyTorch project
to whatever you want.


Author: Roger-luo
"""

import os
import re
import sys

Roger-luo

#################
# Utils
#################

"""
    log2i(x)

logrithm for integer pow of 2
"""
function log2i(x::T)::T where T

Roger-luo

Process:               julia [1067]
Path:                  /Users/USER/*/julia
Identifier:            julia
Version:               0
Code Type:             X86-64 (Native)
Parent Process:        zsh [762]
Responsible:           julia [1067]
User ID:               501

Date/Time:             2018-08-09 18:14:17.173 +0800

Roger-luo

#pragma once

#include "intrinsics.h"
#include "vec256_base.h"
#if defined(__AVX__) && !defined(_MSC_VER)
#include <sleef.h>
#endif

namespace at {
namespace vec256 {

Roger-luo

using YAAD
using YAAD.TestUtils

x = Variable(rand(10, 10))
z = Variable(rand(10))

y = cos.(x) * sin.(z)

TestUtils.get_analytical_jacobian((x, z), y)

Roger-luo

julia> @code_llvm diff(a)

; Function diff
; Location: REPL[7]:1
define void @julia_diff_35329([19 x i64]* noalias nocapture sret, [20 x i64] addrspace(11)* nocapture nonnull readonly dereferenceable(160)) {
top:
; Function getindex; {
; Location: tuple.jl:24
  %2 = getelementptr [20 x i64], [20 x i64] addrspace(11)* %1, i64 0, i64 1
  %3 = getelementptr [20 x i64], [20 x i64] addrspace(11)* %1, i64 0, i64 0

Roger-luo

Benchmark Report for YaoArrayRegister

Job Properties

• Time of benchmarks:
  • Target: 22 May 2019 - 21:52
  • Baseline: 22 May 2019 - 22:20
• Package commits:
  • Target: fa170b
  • Baseline: 852664
• Julia commits:

Roger-luo

Benchmark Report for YaoArrayRegister

Job Properties

• Time of benchmarks:
  • Target: 22 May 2019 - 20:28
  • Baseline: 22 May 2019 - 20:57
• Package commits:
  • Target: fa170b
  • Baseline: 852664
• Julia commits:

Roger-luo

using Flux, Tracker, DelimitedFiles
using LinearAlgebra, Random
using Flux: onehotbatch
using Flux.Optimise
using Flux.Optimise: update!
using Tracker: TrackedReal, data
using Base.Iterators: partition
using BitBasis

function generate_sample(m, L, batch_size=64)

Roger-luo

using Test

using IRTools, LinearAlgebra, InteractiveUtils
using IRTools: IR, Branch, BasicBlock, return!, blocks, block,
    Pipe, var, arguments, xcall, finish, argnames!,
    slots!, pis!, inlineable!


# NOTE: do not restrict ElmentType, since it can be either Number/Array/Any
struct VecArray{T, D, ElmentType, N, S <: AbstractArray{T, N}} <: AbstractVector{ElmentType}