- Eiben, Smith: Intro to Evolutionary Computing
- Michalewitz: GA + DS = EP
- Mitchell: Intro to GA
- Field Guide to GP (FREE!)
Koza: NECIST
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# This file is a template for a new experiment. | |
# It specifies how the experiment is to be created, | |
# but does not hold its state. | |
# Name of the experiment | |
name: {{experiment_name}} | |
# A List of hyperparamters to be tuned. | |
hyperparameters: | |
# Each hyperparameter needs to specify: |
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import tensorflow as tf | |
tf.reset_default_graph() | |
input = tf.placeholder(dtype=tf.float32, shape=None) | |
def encoder(x): | |
return x*x | |
def decoder(x): |
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template< typename SP, typename SQ> | |
class abstract_generator { | |
public: | |
virtual ~abstract_generator() {} | |
void label( logger & log) const { label_( log); } | |
template< bool debug> | |
void run( logger & log, const SP & sp, const SQ & sq) const | |
{ | |
if ( debug ) | |
run_debug_( log, sp, sq); |
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ATGCATCACCACCATCACCACGGCAGCGATAGCGAAGTTAACCAAGAGGCGAAACCTGAAGTTAAGCCAGAAGTCAAACCGGAAACCCACATTAATCTGAAAGTGTCCGACGGCAGCAGCGAGATCTTCTTCAAGATCAAAAAGACCACGCCGCTGCGTCGCCTGATGGAAGCTTTTGCGAAGCGTCAGGGTAAAGAAATGGACTCTCTGACCTTTCTGTATGACGGTATCGAGATCCAAGCCGATCAGACGCCGGAAGATTTGGACATGGAAGATAATGACATTATTGAAGCGCATCGTGAGCAAATTGGTGGCGAGAACCTGTACTTCCAGGGTGGCGGCCCGCGCCTGCGCGAAGTATTGAGCAGACTGAGCCTGGGCCGTCAAGATGTTTCCGAGGCATCGGGCTTGGTTAATCAAGTCGTGAGCCAGCTGATCCAGGCCATTCGTAGCCAAGAAGGCTCCTTTGGCAGCATTGAGCGTCTGAATACCGGTAGCTATTACGAACATGTCAAAATCAGCGAACCGAACGAATTTGACATTATGCTGGTTATGCCGGTTAGCCGCCTTCAATTGGACGAGTGTGACGATACGGGTGCGTTCTATTATCTGACCTTTAAACGTAATAGCAAAGATAAGCACTTGTTCAAGTTTCTGGATGAAGATGGCAAGCTGAGCGCGTTCAAGATGCTGCAGGCACTGCGTGACATCATCAAACGTGAAGTCAAGAATATCAAAAATGCAGAGGTCACCGTCAAGCGTAAAAAAGCTGGCAGCCCGGCGATTACGCTGCAAATCAAAAACCCGCCGGCCGTGATCAGCGTTGATATTATCCTGACTCTGGAACCACAACAAAGCTGGCCGCCGTCTACCCAGGACGGCCTGAAAATTGAGAAATGGCTGGGTCGCAAAGTGCGTGGTCAGTTCCGTAACAAGTCACTGTATTTGGTTGCGAAGCAAAACAAGCGCGAAAAAGTTCTGCGCGGTAACACGTGGCGCATTAGCTTTAGCCATATTGAAAAAG |
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$ bazel build --jobs=12 --config=opt --config=cuda //tensorflow/tools/pip_package:build_pip_package --verbose_failures @93bc2e2072 | |
WARNING: The following configs were expanded more than once: [cuda]. For repeatable flags, repeats are counted twice and may lead to unexpected behavior. | |
WARNING: /home/darth/.cache/bazel/_bazel_darth/08554d152596e5a7df399506682a63f3/external/protobuf_archive/WORKSPACE:1: Workspace name in /home/darth/.cache/bazel/_bazel_darth/08554d152596e5a7df399506682a63f3/external/protobuf_archive/WORKSPACE (@com_google_protobuf) does not match the name given in the repository's definition (@protobuf_archive); this will cause a build error in future versions | |
WARNING: /home/darth/.cache/bazel/_bazel_darth/08554d152596e5a7df399506682a63f3/external/grpc/WORKSPACE:1: Workspace name in /home/darth/.cache/bazel/_bazel_darth/08554d152596e5a7df399506682a63f3/external/grpc/WORKSPACE (@com_github_grpc_grpc) does not match the name given in the repository's definition (@grpc); this will cause a bui |
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""" | |
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy) | |
BSD License | |
""" | |
import numpy as np | |
# data I/O | |
data = open('input.txt', 'r').read() # should be simple plain text file | |
chars = list(set(data)) | |
data_size, vocab_size = len(data), len(chars) |
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(tf-35) c:\dev>python check_blas.py | |
WARNING (theano.sandbox.cuda): The cuda backend is deprecated and will be removed in the next release (v0.10). Please switch to the gpuarray backend. You can get more information about how to switch at this URL: | |
https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29 | |
Using gpu device 0: GeForce GTX 1080 Ti (CNMeM is disabled, cuDNN 6021) | |
C:\dev\Anaconda2\envs\tf-35\lib\site-packages\theano\sandbox\cuda\__init__.py:631: UserWarning: Your cuDNN version is more recent than the one Theano officially supports. If you see any problems, try updating Theano or downgrading cuDNN to version 5.1. | |
warnings.warn(warn) | |
Some results that you can compare against. They were 10 executions | |
of gemm in float64 with matrices of shape 2000x2000 (M=N=K=2000). |
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[ 22.408] | |
X.Org X Server 1.19.3 | |
Release Date: 2017-03-15 | |
[ 22.408] X Protocol Version 11, Revision 0 | |
[ 22.408] Build Operating System: Linux 4.9.11-1-ARCH x86_64 | |
[ 22.408] Current Operating System: Linux prdik 4.10.10-1-ARCH #1 SMP PREEMPT Wed Apr 12 18:50:28 CEST 2017 x86_64 | |
[ 22.408] Kernel command line: BOOT_IMAGE=/vmlinuz-linux root=UUID=fe76a81e-c658-4e4a-90eb-852136f5021c rw quiet | |
[ 22.409] Build Date: 07 April 2017 05:42:48PM | |
[ 22.409] | |
[ 22.409] Current version of pixman: 0.34.0 |
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00:00.0 Host bridge: Intel Corporation Skylake Host Bridge/DRAM Registers (rev 07) | |
Subsystem: Acer Incorporated [ALI] Device 1051 | |
Kernel driver in use: skl_uncore | |
00:01.0 PCI bridge: Intel Corporation Skylake PCIe Controller (x16) (rev 07) | |
Kernel driver in use: pcieport | |
Kernel modules: shpchp | |
00:02.0 VGA compatible controller: Intel Corporation HD Graphics 530 (rev 06) | |
Subsystem: Acer Incorporated [ALI] Device 1051 | |
Kernel driver in use: i915 | |
Kernel modules: i915 |