The idea is to use Invercargill inputs with facades data to create alternative invercargill buildings then try the opposite way with facades inputs and Invercargill data.
A copy of my Terminal interactions;
royce@royce-Satellite-L750:~$ ufw app list
ERROR: You need to be root to run this script
royce@royce-Satellite-L750:~$ sudo ufw app list
[sudo] password for royce:
Available applications:
CUPS
royce@royce-Satellite-L750:~$ sudo apt update
Hit:1 http://nz.archive.ubuntu.com/ubuntu bionic InRelease
Get:2 http://nz.archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]
Hit:3 http://nz.archive.ubuntu.com/ubuntu bionic-backports InRelease
Hit:4 https://download.docker.com/linux/ubuntu bionic InRelease
Get:5 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]
Get:6 http://nz.archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [618 kB]
Hit:7 http://ppa.launchpad.net/jonathonf/python-3.6/ubuntu bionic InRelease
Get:8 http://nz.archive.ubuntu.com/ubuntu bionic-updates/main i386 Packages [517 kB]
Ign:9 http://dl.google.com/linux/chrome/deb stable InRelease
Get:10 http://nz.archive.ubuntu.com/ubuntu bionic-updates/main Translation-en [229 kB]
Get:11 http://dl.google.com/linux/chrome/deb stable Release [943 B]
Get:12 http://nz.archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [937 kB]
Get:13 http://nz.archive.ubuntu.com/ubuntu bionic-updates/universe i386 Packages [925 kB]
Get:14 http://nz.archive.ubuntu.com/ubuntu bionic-updates/universe Translation-en [275 kB]
Get:15 http://dl.google.com/linux/chrome/deb stable Release.gpg [819 B]
Get:16 http://dl.google.com/linux/chrome/deb stable/main amd64 Packages [1,103 B]
Get:17 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [353 kB]
Get:18 http://security.ubuntu.com/ubuntu bionic-security/main i386 Packages [265 kB]
Get:19 http://security.ubuntu.com/ubuntu bionic-security/main Translation-en [125 kB]
Get:20 http://security.ubuntu.com/ubuntu bionic-security/universe i386 Packages [242 kB]
Get:21 http://security.ubuntu.com/ubuntu bionic-security/universe amd64 Packages [247 kB]
Get:22 http://security.ubuntu.com/ubuntu bionic-security/universe Translation-en [140 kB]
Fetched 5,053 kB in 6s (842 kB/s)
Reading package lists... Done
Building dependency tree
Reading state information... Done
60 packages can be upgraded. Run 'apt list --upgradable' to see them.
royce@royce-Satellite-L750:~$ sudo apt install python3-pip python3-dev
Reading package lists... Done
Building dependency tree
Reading state information... Done
python3-dev is already the newest version (3.6.7-1~18.04).
python3-pip is already the newest version (9.0.1-2.3~ubuntu1).
0 upgraded, 0 newly installed, 0 to remove and 60 not upgraded.
royce@royce-Satellite-L750:~$ sudo -H pip3 install --upgrade pip
Collecting pip
Downloading https://files.pythonhosted.org/packages/5c/e0/be401c003291b56efc55aeba6a80ab790d3d4cece2778288d65323009420/pip-19.1.1-py2.py3-none-any.whl (1.4MB)
100% |████████████████████████████████| 1.4MB 804kB/s
Installing collected packages: pip
Found existing installation: pip 9.0.1
Not uninstalling pip at /usr/lib/python3/dist-packages, outside environment /usr
Successfully installed pip-19.1.1
royce@royce-Satellite-L750:~$ sudo -H pip3 install virtualenv
Requirement already satisfied: virtualenv in /usr/local/lib/python3.6/dist-packages (16.6.0)
royce@royce-Satellite-L750:~$ mkdir ~/pix2pix_venv
royce@royce-Satellite-L750:~$ cd ~/pix2pix_venv
royce@royce-Satellite-L750:~/pix2pix_venv$ virtualenv pix2oix_venv
Using base prefix '/usr'
New python executable in /home/royce/pix2pix_venv/pix2oix_venv/bin/python3
Also creating executable in /home/royce/pix2pix_venv/pix2oix_venv/bin/python
Installing setuptools, pip, wheel...
done.
royce@royce-Satellite-L750:~/pix2pix_venv$ source pix2pix_venv/bin/activate
bash: pix2pix_venv/bin/activate: No such file or directory
royce@royce-Satellite-L750:~/pix2pix_venv$ virtualenv pix2pix_venv
Using base prefix '/usr'
New python executable in /home/royce/pix2pix_venv/pix2pix_venv/bin/python3
Also creating executable in /home/royce/pix2pix_venv/pix2pix_venv/bin/python
Installing setuptools, pip, wheel...
done.
royce@royce-Satellite-L750:~/pix2pix_venv$ source pix2pix_venv/bin/activate
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv$ pip3 install jupyter
Collecting jupyter
Downloading https://files.pythonhosted.org/packages/83/df/0f5dd132200728a86190397e1ea87cd76244e42d39ec5e88efd25b2abd7e/jupyter-1.0.0-py2.py3-none-any.whl
Collecting notebook (from jupyter)
Downloading https://files.pythonhosted.org/packages/f6/36/89ebfffc9dd8c8dbd81c1ffb53e3d4233ee666414c143959477cb07cc5f5/notebook-5.7.8-py2.py3-none-any.whl (9.0MB)
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Collecting ipywidgets (from jupyter)
Downloading https://files.pythonhosted.org/packages/30/9a/a008c7b1183fac9e52066d80a379b3c64eab535bd9d86cdc29a0b766fd82/ipywidgets-7.4.2-py2.py3-none-any.whl (111kB)
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Collecting qtconsole (from jupyter)
Downloading https://files.pythonhosted.org/packages/98/70/bfbd051f80870b1b9905dcf069de5e860c2874aece586e5c38364e0c475f/qtconsole-4.5.0-py2.py3-none-any.whl (118kB)
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Collecting jupyter-console (from jupyter)
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Collecting nbconvert (from jupyter)
Downloading https://files.pythonhosted.org/packages/35/e7/f46c9d65f149271e47fca6ab084ef5c6e4cb1870f4c5cce6690feac55231/nbconvert-5.5.0-py2.py3-none-any.whl (447kB)
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Collecting ipykernel (from jupyter)
Downloading https://files.pythonhosted.org/packages/a0/35/dd97fbb48d4e6b5ae97307497e31e46691adc2feedb6279d29fc1c8ad9c1/ipykernel-5.1.1-py3-none-any.whl (114kB)
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Collecting terminado>=0.8.1 (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/a7/56/80ea7fa66565fa75ae21ce0c16bc90067530e5d15e48854afcc86585a391/terminado-0.8.2-py2.py3-none-any.whl
Collecting Send2Trash (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/49/46/c3dc27481d1cc57b9385aff41c474ceb7714f7935b1247194adae45db714/Send2Trash-1.5.0-py3-none-any.whl
Collecting tornado<7,>=4.1 (from notebook->jupyter)
Collecting pyzmq>=17 (from notebook->jupyter)
Using cached https://files.pythonhosted.org/packages/5f/04/f6f0fa20b698b29c6e6b1d6b4b575c12607b0abf61810aab1df4099988c6/pyzmq-18.0.1-cp36-cp36m-manylinux1_x86_64.whl
Collecting nbformat (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/da/27/9a654d2b6cc1eaa517d1c5a4405166c7f6d72f04f6e7eea41855fe808a46/nbformat-4.4.0-py2.py3-none-any.whl (155kB)
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Collecting jupyter-client>=5.2.0 (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/3b/c3/3043fe9ffd140d03c9d091a056794ccdc427c56ec19b8eea74f9ea0a498f/jupyter_client-5.2.4-py2.py3-none-any.whl (89kB)
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Collecting traitlets>=4.2.1 (from notebook->jupyter)
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Collecting prometheus-client (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/4c/bd/b42db3ec90ffc6be805aad09c1cea4bb13a620d0cd4b21aaa44d13541d71/prometheus_client-0.6.0.tar.gz
Collecting jinja2 (from notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/1d/e7/fd8b501e7a6dfe492a433deb7b9d833d39ca74916fa8bc63dd1a4947a671/Jinja2-2.10.1-py2.py3-none-any.whl (124kB)
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Collecting jupyter-core>=4.4.0 (from notebook->jupyter)
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Collecting ipython-genutils (from notebook->jupyter)
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Collecting ipython>=4.0.0; python_version >= "3.3" (from ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/a9/2e/41dce4ed129057e05a555a7f9629aa2d5f81fdcd4d16568bc24b75a1d2c9/ipython-7.5.0-py3-none-any.whl (770kB)
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Collecting widgetsnbextension~=3.4.0 (from ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/8a/81/35789a3952afb48238289171728072d26d6e76649ddc8b3588657a2d78c1/widgetsnbextension-3.4.2-py2.py3-none-any.whl (2.2MB)
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Collecting pygments (from qtconsole->jupyter)
Downloading https://files.pythonhosted.org/packages/51/d2/181e37a5f0c883f0ca000d94e01a3c2bdc2178227ba5a80046004854459c/Pygments-2.4.1-py2.py3-none-any.whl (882kB)
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Collecting prompt-toolkit<2.1.0,>=2.0.0 (from jupyter-console->jupyter)
Downloading https://files.pythonhosted.org/packages/f7/a7/9b1dd14ef45345f186ef69d175bdd2491c40ab1dfa4b2b3e4352df719ed7/prompt_toolkit-2.0.9-py3-none-any.whl (337kB)
|████████████████████████████████| 337kB 3.8MB/s
Collecting bleach (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/ab/05/27e1466475e816d3001efb6e0a85a819be17411420494a1e602c36f8299d/bleach-3.1.0-py2.py3-none-any.whl (157kB)
|████████████████████████████████| 163kB 3.3MB/s
Collecting defusedxml (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/06/74/9b387472866358ebc08732de3da6dc48e44b0aacd2ddaa5cb85ab7e986a2/defusedxml-0.6.0-py2.py3-none-any.whl
Collecting testpath (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/be/a4/162f9ebb6489421fe46dcca2ae420369edfee4b563c668d93cb4605d12ba/testpath-0.4.2-py2.py3-none-any.whl (163kB)
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Collecting mistune>=0.8.1 (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/09/ec/4b43dae793655b7d8a25f76119624350b4d65eb663459eb9603d7f1f0345/mistune-0.8.4-py2.py3-none-any.whl
Collecting pandocfilters>=1.4.1 (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/4c/ea/236e2584af67bb6df960832731a6e5325fd4441de001767da328c33368ce/pandocfilters-1.4.2.tar.gz
Collecting entrypoints>=0.2.2 (from nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/ac/c6/44694103f8c221443ee6b0041f69e2740d89a25641e62fb4f2ee568f2f9c/entrypoints-0.3-py2.py3-none-any.whl
Collecting ptyprocess; os_name != "nt" (from terminado>=0.8.1->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/d1/29/605c2cc68a9992d18dada28206eeada56ea4bd07a239669da41674648b6f/ptyprocess-0.6.0-py2.py3-none-any.whl
Collecting jsonschema!=2.5.0,>=2.4 (from nbformat->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/aa/69/df679dfbdd051568b53c38ec8152a3ab6bc533434fc7ed11ab034bf5e82f/jsonschema-3.0.1-py2.py3-none-any.whl (54kB)
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Collecting python-dateutil>=2.1 (from jupyter-client>=5.2.0->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/41/17/c62faccbfbd163c7f57f3844689e3a78bae1f403648a6afb1d0866d87fbb/python_dateutil-2.8.0-py2.py3-none-any.whl (226kB)
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Collecting six (from traitlets>=4.2.1->notebook->jupyter)
Using cached https://files.pythonhosted.org/packages/73/fb/00a976f728d0d1fecfe898238ce23f502a721c0ac0ecfedb80e0d88c64e9/six-1.12.0-py2.py3-none-any.whl
Collecting decorator (from traitlets>=4.2.1->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/5f/88/0075e461560a1e750a0dcbf77f1d9de775028c37a19a346a6c565a257399/decorator-4.4.0-py2.py3-none-any.whl
Collecting MarkupSafe>=0.23 (from jinja2->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/b2/5f/23e0023be6bb885d00ffbefad2942bc51a620328ee910f64abe5a8d18dd1/MarkupSafe-1.1.1-cp36-cp36m-manylinux1_x86_64.whl
Collecting pickleshare (from ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/9a/41/220f49aaea88bc6fa6cba8d05ecf24676326156c23b991e80b3f2fc24c77/pickleshare-0.7.5-py2.py3-none-any.whl
Collecting jedi>=0.10 (from ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/25/2b/1f188901be099d52d7b06f4d3b7cb9f8f09692c50697b139eaf6fa2928d8/jedi-0.13.3-py2.py3-none-any.whl (178kB)
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Collecting backcall (from ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/84/71/c8ca4f5bb1e08401b916c68003acf0a0655df935d74d93bf3f3364b310e0/backcall-0.1.0.tar.gz
Collecting pexpect; sys_platform != "win32" (from ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/0e/3e/377007e3f36ec42f1b84ec322ee12141a9e10d808312e5738f52f80a232c/pexpect-4.7.0-py2.py3-none-any.whl (58kB)
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Requirement already satisfied: setuptools>=18.5 in ./pix2pix_venv/lib/python3.6/site-packages (from ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter) (41.0.1)
Collecting wcwidth (from prompt-toolkit<2.1.0,>=2.0.0->jupyter-console->jupyter)
Downloading https://files.pythonhosted.org/packages/7e/9f/526a6947247599b084ee5232e4f9190a38f398d7300d866af3ab571a5bfe/wcwidth-0.1.7-py2.py3-none-any.whl
Collecting webencodings (from bleach->nbconvert->jupyter)
Downloading https://files.pythonhosted.org/packages/f4/24/2a3e3df732393fed8b3ebf2ec078f05546de641fe1b667ee316ec1dcf3b7/webencodings-0.5.1-py2.py3-none-any.whl
Collecting attrs>=17.4.0 (from jsonschema!=2.5.0,>=2.4->nbformat->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/23/96/d828354fa2dbdf216eaa7b7de0db692f12c234f7ef888cc14980ef40d1d2/attrs-19.1.0-py2.py3-none-any.whl
Collecting pyrsistent>=0.14.0 (from jsonschema!=2.5.0,>=2.4->nbformat->notebook->jupyter)
Downloading https://files.pythonhosted.org/packages/68/0b/f514e76b4e074386b60cfc6c8c2d75ca615b81e415417ccf3fac80ae0bf6/pyrsistent-0.15.2.tar.gz (106kB)
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Collecting parso>=0.3.0 (from jedi>=0.10->ipython>=4.0.0; python_version >= "3.3"->ipywidgets->jupyter)
Downloading https://files.pythonhosted.org/packages/a7/bd/e2f4753c5fa93932899243b4299011a757ac212e9bc8ddf062f38df4e78b/parso-0.4.0-py2.py3-none-any.whl (94kB)
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Building wheels for collected packages: prometheus-client, pandocfilters, backcall, pyrsistent
Building wheel for prometheus-client (setup.py) ... done
Stored in directory: /home/royce/.cache/pip/wheels/4b/04/b8/3709c73e7453f311ebd46ad581b89642543213f995e2659b9e
Building wheel for pandocfilters (setup.py) ... done
Stored in directory: /home/royce/.cache/pip/wheels/39/01/56/f1b08a6275acc59e846fa4c1e1b65dbc1919f20157d9e66c20
Building wheel for backcall (setup.py) ... done
Stored in directory: /home/royce/.cache/pip/wheels/98/b0/dd/29e28ff615af3dda4c67cab719dd51357597eabff926976b45
Building wheel for pyrsistent (setup.py) ... done
Stored in directory: /home/royce/.cache/pip/wheels/6b/b9/15/c8c6a1e095a370e8c3273e65a5c982e5cf355dde16d77502f5
Successfully built prometheus-client pandocfilters backcall pyrsistent
Installing collected packages: ptyprocess, tornado, terminado, Send2Trash, pyzmq, attrs, six, pyrsistent, jsonschema, decorator, ipython-genutils, traitlets, jupyter-core, nbformat, pygments, pickleshare, parso, jedi, backcall, wcwidth, prompt-toolkit, pexpect, ipython, python-dateutil, jupyter-client, ipykernel, prometheus-client, MarkupSafe, jinja2, webencodings, bleach, defusedxml, testpath, mistune, pandocfilters, entrypoints, nbconvert, notebook, widgetsnbextension, ipywidgets, qtconsole, jupyter-console, jupyter
Successfully installed MarkupSafe-1.1.1 Send2Trash-1.5.0 attrs-19.1.0 backcall-0.1.0 bleach-3.1.0 decorator-4.4.0 defusedxml-0.6.0 entrypoints-0.3 ipykernel-5.1.1 ipython-7.5.0 ipython-genutils-0.2.0 ipywidgets-7.4.2 jedi-0.13.3 jinja2-2.10.1 jsonschema-3.0.1 jupyter-1.0.0 jupyter-client-5.2.4 jupyter-console-6.0.0 jupyter-core-4.4.0 mistune-0.8.4 nbconvert-5.5.0 nbformat-4.4.0 notebook-5.7.8 pandocfilters-1.4.2 parso-0.4.0 pexpect-4.7.0 pickleshare-0.7.5 prometheus-client-0.6.0 prompt-toolkit-2.0.9 ptyprocess-0.6.0 pygments-2.4.1 pyrsistent-0.15.2 python-dateutil-2.8.0 pyzmq-18.0.1 qtconsole-4.5.0 six-1.12.0 terminado-0.8.2 testpath-0.4.2 tornado-6.0.2 traitlets-4.3.2 wcwidth-0.1.7 webencodings-0.5.1 widgetsnbextension-3.4.2
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv$ sudo apt-get install git
[sudo] password for royce:
Reading package lists... Done
Building dependency tree
Reading state information... Done
git is already the newest version (1:2.17.1-1ubuntu0.4).
0 upgraded, 0 newly installed, 0 to remove and 60 not upgraded.
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv$ dir
pix2oix_venv pix2pix_venv
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv$ git clone https://github.com/affinelayer/pix2pix-tensorflow.git
Cloning into 'pix2pix-tensorflow'...
remote: Enumerating objects: 261, done.
remote: Total 261 (delta 0), reused 0 (delta 0), pack-reused 261
Receiving objects: 100% (261/261), 13.33 MiB | 2.55 MiB/s, done.
Resolving deltas: 100% (103/103), done.
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv$ cd pix2pix-tensorflow
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python tools/download-dataset.py facades
downloading https://people.eecs.berkeley.edu/~tinghuiz/projects/pix2pix/datasets/facades.tar.gz
extracting
done
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades\test --input_dir facades/val --checkpoint facades\train
Traceback (most recent call last):
File "pix2pix.py", line 5, in <module>
import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ pip install --upgrade pip
Requirement already up-to-date: pip in /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages (19.1.1)
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ pip list # show packages installed within the virtual environment
Package Version
------------------ -------
attrs 19.1.0
backcall 0.1.0
bleach 3.1.0
decorator 4.4.0
defusedxml 0.6.0
entrypoints 0.3
ipykernel 5.1.1
ipython 7.5.0
ipython-genutils 0.2.0
ipywidgets 7.4.2
jedi 0.13.3
Jinja2 2.10.1
jsonschema 3.0.1
jupyter 1.0.0
jupyter-client 5.2.4
jupyter-console 6.0.0
jupyter-core 4.4.0
MarkupSafe 1.1.1
mistune 0.8.4
nbconvert 5.5.0
nbformat 4.4.0
notebook 5.7.8
pandocfilters 1.4.2
parso 0.4.0
pexpect 4.7.0
pickleshare 0.7.5
pip 19.1.1
prometheus-client 0.6.0
prompt-toolkit 2.0.9
ptyprocess 0.6.0
Pygments 2.4.1
pyrsistent 0.15.2
python-dateutil 2.8.0
pyzmq 18.0.1
qtconsole 4.5.0
Send2Trash 1.5.0
setuptools 41.0.1
six 1.12.0
terminado 0.8.2
testpath 0.4.2
tornado 6.0.2
traitlets 4.3.2
wcwidth 0.1.7
webencodings 0.5.1
wheel 0.33.4
widgetsnbextension 3.4.2
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ pip install --upgrade tensorflow
Collecting tensorflow
Using cached https://files.pythonhosted.org/packages/77/63/a9fa76de8dffe7455304c4ed635be4aa9c0bacef6e0633d87d5f54530c5c/tensorflow-1.13.1-cp36-cp36m-manylinux1_x86_64.whl
Collecting grpcio>=1.8.6 (from tensorflow)
Downloading https://files.pythonhosted.org/packages/99/83/18f374294bf34128a448ee2fae37651f943b0b5fa473b5b3aff262c15bf8/grpcio-1.21.1-cp36-cp36m-manylinux1_x86_64.whl (2.2MB)
|████████████████████████████████| 2.2MB 1.3MB/s
Requirement already satisfied, skipping upgrade: six>=1.10.0 in /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages (from tensorflow) (1.12.0)
Requirement already satisfied, skipping upgrade: wheel>=0.26 in /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages (from tensorflow) (0.33.4)
Collecting gast>=0.2.0 (from tensorflow)
Collecting termcolor>=1.1.0 (from tensorflow)
Collecting keras-preprocessing>=1.0.5 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/c0/bf/0315ef6a9fd3fc2346e85b0ff1f5f83ca17073f2c31ac719ab2e4da0d4a3/Keras_Preprocessing-1.0.9-py2.py3-none-any.whl
Collecting tensorboard<1.14.0,>=1.13.0 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/0f/39/bdd75b08a6fba41f098b6cb091b9e8c7a80e1b4d679a581a0ccd17b10373/tensorboard-1.13.1-py3-none-any.whl
Collecting keras-applications>=1.0.6 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/90/85/64c82949765cfb246bbdaf5aca2d55f400f792655927a017710a78445def/Keras_Applications-1.0.7-py2.py3-none-any.whl
Collecting tensorflow-estimator<1.14.0rc0,>=1.13.0 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/bb/48/13f49fc3fa0fdf916aa1419013bb8f2ad09674c275b4046d5ee669a46873/tensorflow_estimator-1.13.0-py2.py3-none-any.whl
Collecting astor>=0.6.0 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/d1/4f/950dfae467b384fc96bc6469de25d832534f6b4441033c39f914efd13418/astor-0.8.0-py2.py3-none-any.whl
Collecting numpy>=1.13.3 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/c1/e2/4db8df8f6cddc98e7d7c537245ef2f4e41a1ed17bf0c3177ab3cc6beac7f/numpy-1.16.3-cp36-cp36m-manylinux1_x86_64.whl
Collecting absl-py>=0.1.6 (from tensorflow)
Collecting protobuf>=3.6.1 (from tensorflow)
Using cached https://files.pythonhosted.org/packages/5a/aa/a858df367b464f5e9452e1c538aa47754d467023850c00b000287750fa77/protobuf-3.7.1-cp36-cp36m-manylinux1_x86_64.whl
Collecting werkzeug>=0.11.15 (from tensorboard<1.14.0,>=1.13.0->tensorflow)
Using cached https://files.pythonhosted.org/packages/9f/57/92a497e38161ce40606c27a86759c6b92dd34fcdb33f64171ec559257c02/Werkzeug-0.15.4-py2.py3-none-any.whl
Collecting markdown>=2.6.8 (from tensorboard<1.14.0,>=1.13.0->tensorflow)
Using cached https://files.pythonhosted.org/packages/c0/4e/fd492e91abdc2d2fcb70ef453064d980688762079397f779758e055f6575/Markdown-3.1.1-py2.py3-none-any.whl
Collecting h5py (from keras-applications>=1.0.6->tensorflow)
Using cached https://files.pythonhosted.org/packages/30/99/d7d4fbf2d02bb30fb76179911a250074b55b852d34e98dd452a9f394ac06/h5py-2.9.0-cp36-cp36m-manylinux1_x86_64.whl
Collecting mock>=2.0.0 (from tensorflow-estimator<1.14.0rc0,>=1.13.0->tensorflow)
Using cached https://files.pythonhosted.org/packages/05/d2/f94e68be6b17f46d2c353564da56e6fb89ef09faeeff3313a046cb810ca9/mock-3.0.5-py2.py3-none-any.whl
Requirement already satisfied, skipping upgrade: setuptools in /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages (from protobuf>=3.6.1->tensorflow) (41.0.1)
Installing collected packages: grpcio, gast, termcolor, numpy, keras-preprocessing, werkzeug, absl-py, protobuf, markdown, tensorboard, h5py, keras-applications, mock, tensorflow-estimator, astor, tensorflow
Successfully installed absl-py-0.7.1 astor-0.8.0 gast-0.2.2 grpcio-1.21.1 h5py-2.9.0 keras-applications-1.0.7 keras-preprocessing-1.0.9 markdown-3.1.1 mock-3.0.5 numpy-1.16.3 protobuf-3.7.1 tensorboard-1.13.1 tensorflow-1.13.1 tensorflow-estimator-1.13.0 termcolor-1.1.0 werkzeug-0.15.4
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades\test --input_dir facades/val --checkpoint facades\train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades\output --input_dir facades/val --checkpoint facades\train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades/output --input_dir facades/val --checkpoint facades\train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades_train --input_dir facades/val --checkpoint facades\train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades/facades_train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades\facades_train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test -- output_dir facades\test --input_dir facades/val --checkpoint facades_train
usage: pix2pix.py [-h] [--input_dir INPUT_DIR] --mode {train,test,export}
--output_dir OUTPUT_DIR [--seed SEED]
[--checkpoint CHECKPOINT] [--max_steps MAX_STEPS]
[--max_epochs MAX_EPOCHS] [--summary_freq SUMMARY_FREQ]
[--progress_freq PROGRESS_FREQ] [--trace_freq TRACE_FREQ]
[--display_freq DISPLAY_FREQ] [--save_freq SAVE_FREQ]
[--separable_conv] [--aspect_ratio ASPECT_RATIO]
[--lab_colorization] [--batch_size BATCH_SIZE]
[--which_direction {AtoB,BtoA}] [--ngf NGF] [--ndf NDF]
[--scale_size SCALE_SIZE] [--flip] [--no_flip] [--lr LR]
[--beta1 BETA1] [--l1_weight L1_WEIGHT]
[--gan_weight GAN_WEIGHT] [--output_filetype {png,jpeg}]
pix2pix.py: error: the following arguments are required: --output_dir
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test --output_dir facades\test --input_dir facades/val --checkpoint facades_train
Traceback (most recent call last):
File "pix2pix.py", line 803, in <module>
main()
File "pix2pix.py", line 553, in main
with open(os.path.join(a.checkpoint, "options.json")) as f:
FileNotFoundError: [Errno 2] No such file or directory: 'facades_train/options.json'
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test --output_dir facades\test --input_dir facades/val --checkpoint facades\train
Traceback (most recent call last):
File "pix2pix.py", line 803, in <module>
main()
File "pix2pix.py", line 553, in main
with open(os.path.join(a.checkpoint, "options.json")) as f:
FileNotFoundError: [Errno 2] No such file or directory: 'facadestrain/options.json'
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py --mode test --output_dir facades\test --input_dir facades/val --checkpoint facades\facades_train
Traceback (most recent call last):
File "pix2pix.py", line 803, in <module>
main()
File "pix2pix.py", line 553, in main
with open(os.path.join(a.checkpoint, "options.json")) as f:
FileNotFoundError: [Errno 2] No such file or directory: 'facadesfacades_train/options.json'
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py \
> --mode train \
> --output_dir facades_train \
> --max_epochs 200 \
> --input_dir facades/train \
> --which_direction BtoA
aspect_ratio = 1.0
batch_size = 1
beta1 = 0.5
checkpoint = None
display_freq = 0
flip = True
gan_weight = 1.0
input_dir = facades/train
l1_weight = 100.0
lab_colorization = False
lr = 0.0002
max_epochs = 200
max_steps = None
mode = train
ndf = 64
ngf = 64
output_dir = facades_train
output_filetype = png
progress_freq = 50
save_freq = 5000
scale_size = 286
seed = 2982087
separable_conv = False
summary_freq = 100
trace_freq = 0
which_direction = BtoA
WARNING:tensorflow:From pix2pix.py:258: string_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(string_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:278: input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(input_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:190: limit_epochs (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensors(tensor).repeat(num_epochs)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:199: QueueRunner.__init__ (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the `tf.data` module.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:199: add_queue_runner (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the `tf.data` module.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:202: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From pix2pix.py:259: WholeFileReader.__init__ (from tensorflow.python.ops.io_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.map(tf.read_file)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/ops/control_flow_ops.py:3632: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING:tensorflow:From pix2pix.py:314: batch (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.batch(batch_size)` (or `padded_batch(...)` if `dynamic_pad=True`).
examples count = 400
WARNING:tensorflow:From pix2pix.py:105: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d instead.
WARNING:tensorflow:From pix2pix.py:132: batch_normalization (from tensorflow.python.layers.normalization) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.batch_normalization instead.
WARNING:tensorflow:From pix2pix.py:116: conv2d_transpose (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d_transpose instead.
WARNING:tensorflow:From pix2pix.py:379: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From pix2pix.py:711: Supervisor.__init__ (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
2019-05-25 17:34:14.452218: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2195015000 Hz
2019-05-25 17:34:14.453525: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x104ba30 executing computations on platform Host. Devices:
2019-05-25 17:34:14.453608: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): <undefined>, <undefined>
parameter_count = 57190084
progress epoch 1 step 50 image/sec 0.6 remaining 2193m
discrim_loss 0.6010521
gen_loss_GAN 0.3733143
gen_loss_L1 0.14263545
recording summary
progress epoch 1 step 100 image/sec 0.6 remaining 2294m
discrim_loss 0.7510754
gen_loss_GAN 0.74373555
gen_loss_L1 0.21712463
progress epoch 1 step 150 image/sec 0.6 remaining 2290m
discrim_loss 0.7384052
gen_loss_GAN 1.1729993
gen_loss_L1 0.261454
recording summary
progress epoch 1 step 200 image/sec 0.6 remaining 2314m
discrim_loss 0.6243434
gen_loss_GAN 1.6104414
gen_loss_L1 0.29723793
progress epoch 1 step 250 image/sec 0.6 remaining 2320m
discrim_loss 0.5637915
gen_loss_GAN 1.9343643
gen_loss_L1 0.31687894
recording summary
progress epoch 1 step 300 image/sec 0.6 remaining 2330m
discrim_loss 0.5108944
gen_loss_GAN 2.1472774
gen_loss_L1 0.33489782
progress epoch 1 step 350 image/sec 0.6 remaining 2332m
discrim_loss 0.5025214
gen_loss_GAN 2.3041706
gen_loss_L1 0.34262496
recording summary
progress epoch 1 step 400 image/sec 0.6 remaining 2341m
discrim_loss 0.54425335
gen_loss_GAN 2.3120677
gen_loss_L1 0.34020045
progress epoch 2 step 50 image/sec 0.6 remaining 2342m
discrim_loss 0.55115885
gen_loss_GAN 2.3576047
gen_loss_L1 0.34294575
recording summary
progress epoch 2 step 100 image/sec 0.6 remaining 2344m
discrim_loss 0.5464
gen_loss_GAN 2.3552952
gen_loss_L1 0.3438009
progress epoch 2 step 150 image/sec 0.6 remaining 2337m
discrim_loss 0.5702285
gen_loss_GAN 2.3794146
gen_loss_L1 0.34943986
recording summary
progress epoch 2 step 200 image/sec 0.6 remaining 2337m
discrim_loss 0.60501724
gen_loss_GAN 2.366026
gen_loss_L1 0.3469971
progress epoch 2 step 250 image/sec 0.6 remaining 2338m
discrim_loss 0.5643664
gen_loss_GAN 2.4146907
gen_loss_L1 0.34956118
recording summary
progress epoch 2 step 300 image/sec 0.6 remaining 2337m
discrim_loss 0.54679865
gen_loss_GAN 2.3948874
gen_loss_L1 0.35244146
progress epoch 2 step 350 image/sec 0.6 remaining 2334m
discrim_loss 0.5113468
gen_loss_GAN 2.4307542
gen_loss_L1 0.35406163
recording summary
progress epoch 2 step 400 image/sec 0.6 remaining 2336m
discrim_loss 0.55762076
gen_loss_GAN 2.4273396
gen_loss_L1 0.3465364
progress epoch 3 step 50 image/sec 0.6 remaining 2331m
discrim_loss 0.5618152
gen_loss_GAN 2.4723597
gen_loss_L1 0.34933144
recording summary
progress epoch 3 step 100 image/sec 0.6 remaining 2332m
discrim_loss 0.5258023
gen_loss_GAN 2.4776897
gen_loss_L1 0.3508918
progress epoch 3 step 150 image/sec 0.6 remaining 2328m
discrim_loss 0.5283018
gen_loss_GAN 2.4280934
gen_loss_L1 0.34963143
recording summary
progress epoch 3 step 200 image/sec 0.6 remaining 2329m
discrim_loss 0.5424793
gen_loss_GAN 2.4116528
gen_loss_L1 0.34664035
progress epoch 3 step 250 image/sec 0.6 remaining 2329m
discrim_loss 0.53545773
gen_loss_GAN 2.4343295
gen_loss_L1 0.35503784
recording summary
progress epoch 3 step 300 image/sec 0.6 remaining 2327m
discrim_loss 0.58977365
gen_loss_GAN 2.4313161
gen_loss_L1 0.35176188
progress epoch 3 step 350 image/sec 0.6 remaining 2326m
discrim_loss 0.5353708
gen_loss_GAN 2.5087469
gen_loss_L1 0.35937497
recording summary
progress epoch 3 step 400 image/sec 0.6 remaining 2327m
discrim_loss 0.57287335
gen_loss_GAN 2.4845707
gen_loss_L1 0.36118153
progress epoch 4 step 50 image/sec 0.6 remaining 2325m
discrim_loss 0.5662565
gen_loss_GAN 2.4663165
gen_loss_L1 0.35386214
recording summary
progress epoch 4 step 100 image/sec 0.6 remaining 2324m
discrim_loss 0.63166225
gen_loss_GAN 2.4557393
gen_loss_L1 0.35771206
progress epoch 4 step 150 image/sec 0.6 remaining 2324m
discrim_loss 0.6052608
gen_loss_GAN 2.446311
gen_loss_L1 0.3557723
recording summary
progress epoch 4 step 200 image/sec 0.6 remaining 2323m
discrim_loss 0.61002845
gen_loss_GAN 2.4587665
gen_loss_L1 0.3479133
progress epoch 4 step 250 image/sec 0.6 remaining 2323m
discrim_loss 0.61443895
gen_loss_GAN 2.3703482
gen_loss_L1 0.35339788
recording summary
progress epoch 4 step 300 image/sec 0.6 remaining 2320m
discrim_loss 0.57753676
gen_loss_GAN 2.411625
gen_loss_L1 0.36029097
progress epoch 4 step 350 image/sec 0.6 remaining 2318m
discrim_loss 0.6217685
gen_loss_GAN 2.3575404
gen_loss_L1 0.35713688
recording summary
progress epoch 4 step 400 image/sec 0.6 remaining 2318m
discrim_loss 0.5938967
gen_loss_GAN 2.4285104
gen_loss_L1 0.35082996
progress epoch 5 step 50 image/sec 0.6 remaining 2317m
discrim_loss 0.59264135
gen_loss_GAN 2.422563
gen_loss_L1 0.35219604
recording summary
progress epoch 5 step 100 image/sec 0.6 remaining 2316m
discrim_loss 0.6119447
gen_loss_GAN 2.452459
gen_loss_L1 0.353562
progress epoch 5 step 150 image/sec 0.6 remaining 2315m
discrim_loss 0.59797215
gen_loss_GAN 2.4017467
gen_loss_L1 0.3498752
recording summary
progress epoch 5 step 200 image/sec 0.6 remaining 2314m
discrim_loss 0.6036114
gen_loss_GAN 2.4408004
gen_loss_L1 0.35611394
progress epoch 5 step 250 image/sec 0.6 remaining 2313m
discrim_loss 0.659619
gen_loss_GAN 2.3904676
gen_loss_L1 0.35338008
recording summary
progress epoch 5 step 300 image/sec 0.6 remaining 2312m
discrim_loss 0.6037911
gen_loss_GAN 2.308731
gen_loss_L1 0.35061246
progress epoch 5 step 350 image/sec 0.6 remaining 2311m
discrim_loss 0.69178355
gen_loss_GAN 2.3315783
gen_loss_L1 0.350069
recording summary
progress epoch 5 step 400 image/sec 0.6 remaining 2311m
discrim_loss 0.6046051
gen_loss_GAN 2.3885605
gen_loss_L1 0.35205188
progress epoch 6 step 50 image/sec 0.6 remaining 2310m
discrim_loss 0.60810053
gen_loss_GAN 2.3299315
gen_loss_L1 0.3461931
recording summary
progress epoch 6 step 100 image/sec 0.6 remaining 2309m
discrim_loss 0.62217516
gen_loss_GAN 2.43787
gen_loss_L1 0.3561742
progress epoch 6 step 150 image/sec 0.6 remaining 2307m
discrim_loss 0.6205827
gen_loss_GAN 2.3830361
gen_loss_L1 0.35530302
recording summary
progress epoch 6 step 200 image/sec 0.6 remaining 2306m
discrim_loss 0.634579
gen_loss_GAN 2.355247
gen_loss_L1 0.35302946
progress epoch 6 step 250 image/sec 0.6 remaining 2305m
discrim_loss 0.6115965
gen_loss_GAN 2.321668
gen_loss_L1 0.35129634
recording summary
progress epoch 6 step 300 image/sec 0.6 remaining 2304m
discrim_loss 0.57129705
gen_loss_GAN 2.4613016
gen_loss_L1 0.35022807
progress epoch 6 step 350 image/sec 0.6 remaining 2303m
discrim_loss 0.6362774
gen_loss_GAN 2.3947175
gen_loss_L1 0.348827
recording summary
progress epoch 6 step 400 image/sec 0.6 remaining 2304m
discrim_loss 0.6298386
gen_loss_GAN 2.435962
gen_loss_L1 0.35055938
progress epoch 7 step 50 image/sec 0.6 remaining 2302m
discrim_loss 0.6078514
gen_loss_GAN 2.406267
gen_loss_L1 0.3456409
recording summary
progress epoch 7 step 100 image/sec 0.6 remaining 2302m
discrim_loss 0.6371231
gen_loss_GAN 2.4601562
gen_loss_L1 0.34916517
progress epoch 7 step 150 image/sec 0.6 remaining 2300m
discrim_loss 0.6185408
gen_loss_GAN 2.3904629
gen_loss_L1 0.3539527
recording summary
progress epoch 7 step 200 image/sec 0.6 remaining 2300m
discrim_loss 0.61259174
gen_loss_GAN 2.333943
gen_loss_L1 0.3582713
progress epoch 7 step 250 image/sec 0.6 remaining 2298m
discrim_loss 0.63434166
gen_loss_GAN 2.283413
gen_loss_L1 0.35179788
recording summary
progress epoch 7 step 300 image/sec 0.6 remaining 2298m
discrim_loss 0.61011463
gen_loss_GAN 2.3930006
gen_loss_L1 0.3559386
progress epoch 7 step 350 image/sec 0.6 remaining 2296m
discrim_loss 0.60253125
gen_loss_GAN 2.3547966
gen_loss_L1 0.35203323
recording summary
progress epoch 7 step 400 image/sec 0.6 remaining 2295m
discrim_loss 0.6534841
gen_loss_GAN 2.3529236
gen_loss_L1 0.34841847
progress epoch 8 step 50 image/sec 0.6 remaining 2294m
discrim_loss 0.6621003
gen_loss_GAN 2.283452
gen_loss_L1 0.34173813
recording summary
progress epoch 8 step 100 image/sec 0.6 remaining 2292m
discrim_loss 0.5931124
gen_loss_GAN 2.442812
gen_loss_L1 0.34107447
progress epoch 8 step 150 image/sec 0.6 remaining 2292m
discrim_loss 0.5862485
gen_loss_GAN 2.4301796
gen_loss_L1 0.34929255
recording summary
progress epoch 8 step 200 image/sec 0.6 remaining 2291m
discrim_loss 0.58962107
gen_loss_GAN 2.37414
gen_loss_L1 0.3496722
progress epoch 8 step 250 image/sec 0.6 remaining 2290m
discrim_loss 0.6041313
gen_loss_GAN 2.3977666
gen_loss_L1 0.3561868
recording summary
progress epoch 8 step 300 image/sec 0.6 remaining 2289m
discrim_loss 0.5858461
gen_loss_GAN 2.3710978
gen_loss_L1 0.3512736
progress epoch 8 step 350 image/sec 0.6 remaining 2289m
discrim_loss 0.5373403
gen_loss_GAN 2.5108602
gen_loss_L1 0.35323462
recording summary
progress epoch 8 step 400 image/sec 0.6 remaining 2287m
discrim_loss 0.5793477
gen_loss_GAN 2.4863117
gen_loss_L1 0.34949765
progress epoch 9 step 50 image/sec 0.6 remaining 2287m
discrim_loss 0.5823736
gen_loss_GAN 2.5073664
gen_loss_L1 0.34893543
recording summary
progress epoch 9 step 100 image/sec 0.6 remaining 2286m
discrim_loss 0.57933056
gen_loss_GAN 2.5465798
gen_loss_L1 0.34972873
progress epoch 9 step 150 image/sec 0.6 remaining 2285m
discrim_loss 0.6020757
gen_loss_GAN 2.530984
gen_loss_L1 0.34536844
recording summary
progress epoch 9 step 200 image/sec 0.6 remaining 2284m
discrim_loss 0.6073212
gen_loss_GAN 2.4289896
gen_loss_L1 0.3423268
progress epoch 9 step 250 image/sec 0.6 remaining 2283m
discrim_loss 0.5762269
gen_loss_GAN 2.4077685
gen_loss_L1 0.34857428
recording summary
progress epoch 9 step 300 image/sec 0.6 remaining 2282m
discrim_loss 0.60914546
gen_loss_GAN 2.4430027
gen_loss_L1 0.34468153
progress epoch 9 step 350 image/sec 0.6 remaining 2281m
discrim_loss 0.6099766
gen_loss_GAN 2.4840405
gen_loss_L1 0.3467556
recording summary
progress epoch 9 step 400 image/sec 0.6 remaining 2279m
discrim_loss 0.6503178
gen_loss_GAN 2.412406
gen_loss_L1 0.3488207
progress epoch 10 step 50 image/sec 0.6 remaining 2278m
discrim_loss 0.6586749
gen_loss_GAN 2.3461719
gen_loss_L1 0.3394623
recording summary
progress epoch 10 step 100 image/sec 0.6 remaining 2277m
discrim_loss 0.63887006
gen_loss_GAN 2.3664672
gen_loss_L1 0.341834
progress epoch 10 step 150 image/sec 0.6 remaining 2276m
discrim_loss 0.6481174
gen_loss_GAN 2.3424613
gen_loss_L1 0.3428039
recording summary
progress epoch 10 step 200 image/sec 0.6 remaining 2274m
discrim_loss 0.60847914
gen_loss_GAN 2.3768816
gen_loss_L1 0.34234074
progress epoch 10 step 250 image/sec 0.6 remaining 2273m
discrim_loss 0.5921864
gen_loss_GAN 2.417593
gen_loss_L1 0.34934407
recording summary
progress epoch 10 step 300 image/sec 0.6 remaining 2272m
discrim_loss 0.6464296
gen_loss_GAN 2.4077902
gen_loss_L1 0.3514083
progress epoch 10 step 350 image/sec 0.6 remaining 2271m
discrim_loss 0.55845547
gen_loss_GAN 2.424929
gen_loss_L1 0.3497456
recording summary
progress epoch 10 step 400 image/sec 0.6 remaining 2270m
discrim_loss 0.5967003
gen_loss_GAN 2.4950898
gen_loss_L1 0.3504051
progress epoch 11 step 50 image/sec 0.6 remaining 2269m
discrim_loss 0.58830106
gen_loss_GAN 2.4666667
gen_loss_L1 0.34467578
recording summary
progress epoch 11 step 100 image/sec 0.6 remaining 2268m
discrim_loss 0.6100823
gen_loss_GAN 2.451074
gen_loss_L1 0.34507528
progress epoch 11 step 150 image/sec 0.6 remaining 2266m
discrim_loss 0.64650196
gen_loss_GAN 2.3682933
gen_loss_L1 0.34578237
recording summary
progress epoch 11 step 200 image/sec 0.6 remaining 2266m
discrim_loss 0.6385223
gen_loss_GAN 2.279705
gen_loss_L1 0.34323612
progress epoch 11 step 250 image/sec 0.6 remaining 2264m
discrim_loss 0.6286712
gen_loss_GAN 2.2997823
gen_loss_L1 0.344262
recording summary
progress epoch 11 step 300 image/sec 0.6 remaining 2263m
discrim_loss 0.67145526
gen_loss_GAN 2.337236
gen_loss_L1 0.3463989
progress epoch 11 step 350 image/sec 0.6 remaining 2261m
discrim_loss 0.6447233
gen_loss_GAN 2.3163893
gen_loss_L1 0.3452828
recording summary
progress epoch 11 step 400 image/sec 0.6 remaining 2260m
discrim_loss 0.60825557
gen_loss_GAN 2.3017612
gen_loss_L1 0.34634864
progress epoch 12 step 50 image/sec 0.6 remaining 2259m
discrim_loss 0.63502544
gen_loss_GAN 2.3032618
gen_loss_L1 0.3481141
recording summary
progress epoch 12 step 100 image/sec 0.6 remaining 2258m
discrim_loss 0.65936416
gen_loss_GAN 2.3135428
gen_loss_L1 0.341549
progress epoch 12 step 150 image/sec 0.6 remaining 2257m
discrim_loss 0.61390233
gen_loss_GAN 2.298807
gen_loss_L1 0.33732104
recording summary
progress epoch 12 step 200 image/sec 0.6 remaining 2255m
discrim_loss 0.5837188
gen_loss_GAN 2.3953776
gen_loss_L1 0.33868712
progress epoch 12 step 250 image/sec 0.6 remaining 2254m
discrim_loss 0.56146723
gen_loss_GAN 2.474263
gen_loss_L1 0.34054035
recording summary
progress epoch 12 step 300 image/sec 0.6 remaining 2252m
discrim_loss 0.6053266
gen_loss_GAN 2.4825218
gen_loss_L1 0.3392224
progress epoch 12 step 350 image/sec 0.6 remaining 2251m
discrim_loss 0.5844163
gen_loss_GAN 2.5398173
gen_loss_L1 0.3419381
recording summary
progress epoch 12 step 400 image/sec 0.6 remaining 2250m
discrim_loss 0.5664596
gen_loss_GAN 2.4667058
gen_loss_L1 0.3428871
progress epoch 13 step 50 image/sec 0.6 remaining 2248m
discrim_loss 0.60792315
gen_loss_GAN 2.5108936
gen_loss_L1 0.33344927
recording summary
progress epoch 13 step 100 image/sec 0.6 remaining 2247m
discrim_loss 0.624175
gen_loss_GAN 2.386711
gen_loss_L1 0.3353547
progress epoch 13 step 150 image/sec 0.6 remaining 2246m
discrim_loss 0.6014844
gen_loss_GAN 2.4361675
gen_loss_L1 0.3388552
recording summary
progress epoch 13 step 200 image/sec 0.6 remaining 2245m
discrim_loss 0.63946736
gen_loss_GAN 2.3605964
gen_loss_L1 0.3426354
saving model
progress epoch 13 step 250 image/sec 0.6 remaining 2244m
discrim_loss 0.61596674
gen_loss_GAN 2.3422263
gen_loss_L1 0.34309816
recording summary
progress epoch 13 step 300 image/sec 0.6 remaining 2242m
discrim_loss 0.6399238
gen_loss_GAN 2.326058
gen_loss_L1 0.34310153
progress epoch 13 step 350 image/sec 0.6 remaining 2242m
discrim_loss 0.56850284
gen_loss_GAN 2.3832562
gen_loss_L1 0.3367555
recording summary
progress epoch 13 step 400 image/sec 0.6 remaining 2240m
discrim_loss 0.63146675
gen_loss_GAN 2.4207234
gen_loss_L1 0.34014827
progress epoch 14 step 50 image/sec 0.6 remaining 2239m
discrim_loss 0.6471974
gen_loss_GAN 2.4051025
gen_loss_L1 0.34617034
recording summary
progress epoch 14 step 100 image/sec 0.6 remaining 2237m
discrim_loss 0.6551291
gen_loss_GAN 2.3570375
gen_loss_L1 0.34397784
progress epoch 14 step 150 image/sec 0.6 remaining 2236m
discrim_loss 0.6229516
gen_loss_GAN 2.343436
gen_loss_L1 0.34550592
recording summary
progress epoch 14 step 200 image/sec 0.6 remaining 2235m
discrim_loss 0.64825034
gen_loss_GAN 2.2561016
gen_loss_L1 0.34235045
progress epoch 14 step 250 image/sec 0.6 remaining 2234m
discrim_loss 0.6019018
gen_loss_GAN 2.3197515
gen_loss_L1 0.3392288
recording summary
progress epoch 14 step 300 image/sec 0.6 remaining 2233m
discrim_loss 0.64372224
gen_loss_GAN 2.257377
gen_loss_L1 0.33089533
progress epoch 14 step 350 image/sec 0.6 remaining 2231m
discrim_loss 0.64874953
gen_loss_GAN 2.307965
gen_loss_L1 0.3301455
recording summary
progress epoch 14 step 400 image/sec 0.6 remaining 2230m
discrim_loss 0.64320856
gen_loss_GAN 2.3364272
gen_loss_L1 0.32799748
progress epoch 15 step 50 image/sec 0.6 remaining 2229m
discrim_loss 0.6440877
gen_loss_GAN 2.3905458
gen_loss_L1 0.33749261
recording summary
progress epoch 15 step 100 image/sec 0.6 remaining 2227m
discrim_loss 0.65542793
gen_loss_GAN 2.4241571
gen_loss_L1 0.3328519
progress epoch 15 step 150 image/sec 0.6 remaining 2226m
discrim_loss 0.6065876
gen_loss_GAN 2.3199494
gen_loss_L1 0.33455974
recording summary
progress epoch 15 step 200 image/sec 0.6 remaining 2224m
discrim_loss 0.65997624
gen_loss_GAN 2.34253
gen_loss_L1 0.33486566
progress epoch 15 step 250 image/sec 0.6 remaining 2223m
discrim_loss 0.648381
gen_loss_GAN 2.2748718
gen_loss_L1 0.332671
recording summary
progress epoch 15 step 300 image/sec 0.6 remaining 2222m
discrim_loss 0.70574045
gen_loss_GAN 2.2201102
gen_loss_L1 0.33105382
progress epoch 15 step 350 image/sec 0.6 remaining 2221m
discrim_loss 0.68785614
gen_loss_GAN 2.2796896
gen_loss_L1 0.33497638
recording summary
progress epoch 15 step 400 image/sec 0.6 remaining 2219m
discrim_loss 0.62500215
gen_loss_GAN 2.3564682
gen_loss_L1 0.33413208
progress epoch 16 step 50 image/sec 0.6 remaining 2217m
discrim_loss 0.6307678
gen_loss_GAN 2.302688
gen_loss_L1 0.32830933
recording summary
progress epoch 16 step 100 image/sec 0.6 remaining 2216m
discrim_loss 0.6514398
gen_loss_GAN 2.3028696
gen_loss_L1 0.32882798
progress epoch 16 step 150 image/sec 0.6 remaining 2214m
discrim_loss 0.6394727
gen_loss_GAN 2.2628472
gen_loss_L1 0.3306936
recording summary
progress epoch 16 step 200 image/sec 0.6 remaining 2213m
discrim_loss 0.6258104
gen_loss_GAN 2.219323
gen_loss_L1 0.3278071
progress epoch 16 step 250 image/sec 0.6 remaining 2212m
discrim_loss 0.6257486
gen_loss_GAN 2.304927
gen_loss_L1 0.331899
recording summary
progress epoch 16 step 300 image/sec 0.6 remaining 2211m
discrim_loss 0.6872551
gen_loss_GAN 2.2845895
gen_loss_L1 0.33707374
progress epoch 16 step 350 image/sec 0.6 remaining 2209m
discrim_loss 0.62430733
gen_loss_GAN 2.2739325
gen_loss_L1 0.33713663
recording summary
progress epoch 16 step 400 image/sec 0.6 remaining 2208m
discrim_loss 0.64793813
gen_loss_GAN 2.3723269
gen_loss_L1 0.33620867
progress epoch 17 step 50 image/sec 0.6 remaining 2207m
discrim_loss 0.64822215
gen_loss_GAN 2.3150756
gen_loss_L1 0.3385376
recording summary
progress epoch 17 step 100 image/sec 0.6 remaining 2206m
discrim_loss 0.62528807
gen_loss_GAN 2.362378
gen_loss_L1 0.33490127
progress epoch 17 step 150 image/sec 0.6 remaining 2204m
discrim_loss 0.59483624
gen_loss_GAN 2.4197278
gen_loss_L1 0.33143026
recording summary
progress epoch 17 step 200 image/sec 0.6 remaining 2203m
discrim_loss 0.5819469
gen_loss_GAN 2.4795322
gen_loss_L1 0.33048487
progress epoch 17 step 250 image/sec 0.6 remaining 2202m
discrim_loss 0.606976
gen_loss_GAN 2.405073
gen_loss_L1 0.3289958
recording summary
progress epoch 17 step 300 image/sec 0.6 remaining 2200m
discrim_loss 0.63689333
gen_loss_GAN 2.2797687
gen_loss_L1 0.32459876
progress epoch 17 step 350 image/sec 0.6 remaining 2199m
discrim_loss 0.6824637
gen_loss_GAN 2.2146177
gen_loss_L1 0.33087665
recording summary
progress epoch 17 step 400 image/sec 0.6 remaining 2198m
discrim_loss 0.69849527
gen_loss_GAN 2.1086593
gen_loss_L1 0.33406478
progress epoch 18 step 50 image/sec 0.6 remaining 2197m
discrim_loss 0.65813655
gen_loss_GAN 2.1246939
gen_loss_L1 0.34002513
recording summary
progress epoch 18 step 100 image/sec 0.6 remaining 2196m
discrim_loss 0.67923546
gen_loss_GAN 2.0930972
gen_loss_L1 0.33210897
progress epoch 18 step 150 image/sec 0.6 remaining 2194m
discrim_loss 0.6294778
gen_loss_GAN 2.2370892
gen_loss_L1 0.33274534
recording summary
progress epoch 18 step 200 image/sec 0.6 remaining 2193m
discrim_loss 0.6716345
gen_loss_GAN 2.1621177
gen_loss_L1 0.32269368
progress epoch 18 step 250 image/sec 0.6 remaining 2192m
discrim_loss 0.64605945
gen_loss_GAN 2.1879368
gen_loss_L1 0.32217798
recording summary
progress epoch 18 step 300 image/sec 0.6 remaining 2191m
discrim_loss 0.7115501
gen_loss_GAN 2.2297924
gen_loss_L1 0.3253423
progress epoch 18 step 350 image/sec 0.6 remaining 2189m
discrim_loss 0.72767735
gen_loss_GAN 2.1844735
gen_loss_L1 0.32613507
recording summary
progress epoch 18 step 400 image/sec 0.6 remaining 2188m
discrim_loss 0.6816163
gen_loss_GAN 2.221579
gen_loss_L1 0.33155182
progress epoch 19 step 50 image/sec 0.6 remaining 2187m
discrim_loss 0.6384005
gen_loss_GAN 2.2652857
gen_loss_L1 0.3300992
recording summary
progress epoch 19 step 100 image/sec 0.6 remaining 2186m
discrim_loss 0.59536934
gen_loss_GAN 2.2461667
gen_loss_L1 0.33222735
progress epoch 19 step 150 image/sec 0.6 remaining 2184m
discrim_loss 0.62792665
gen_loss_GAN 2.27033
gen_loss_L1 0.33073962
recording summary
progress epoch 19 step 200 image/sec 0.6 remaining 2183m
discrim_loss 0.6443013
gen_loss_GAN 2.2450159
gen_loss_L1 0.32908264
progress epoch 19 step 250 image/sec 0.6 remaining 2182m
discrim_loss 0.6515515
gen_loss_GAN 2.2996283
gen_loss_L1 0.32798496
recording summary
progress epoch 19 step 300 image/sec 0.6 remaining 2181m
discrim_loss 0.64208186
gen_loss_GAN 2.1917515
gen_loss_L1 0.32217187
progress epoch 19 step 350 image/sec 0.6 remaining 2180m
discrim_loss 0.6659666
gen_loss_GAN 2.2391446
gen_loss_L1 0.32257858
recording summary
progress epoch 19 step 400 image/sec 0.6 remaining 2178m
discrim_loss 0.6818308
gen_loss_GAN 2.148276
gen_loss_L1 0.32572612
progress epoch 20 step 50 image/sec 0.6 remaining 2177m
discrim_loss 0.68330204
gen_loss_GAN 2.1293864
gen_loss_L1 0.33080974
recording summary
progress epoch 20 step 100 image/sec 0.6 remaining 2176m
discrim_loss 0.67866796
gen_loss_GAN 2.2118788
gen_loss_L1 0.33432624
progress epoch 20 step 150 image/sec 0.6 remaining 2174m
discrim_loss 0.7257232
gen_loss_GAN 2.1468313
gen_loss_L1 0.32937804
recording summary
progress epoch 20 step 200 image/sec 0.6 remaining 2173m
discrim_loss 0.69022465
gen_loss_GAN 2.1530826
gen_loss_L1 0.32155344
progress epoch 20 step 250 image/sec 0.6 remaining 2171m
discrim_loss 0.6291037
gen_loss_GAN 2.2465131
gen_loss_L1 0.32204998
recording summary
progress epoch 20 step 300 image/sec 0.6 remaining 2170m
discrim_loss 0.64088225
gen_loss_GAN 2.1812668
gen_loss_L1 0.31668705
progress epoch 20 step 350 image/sec 0.6 remaining 2169m
discrim_loss 0.725783
gen_loss_GAN 2.1884701
gen_loss_L1 0.31570137
recording summary
progress epoch 20 step 400 image/sec 0.6 remaining 2167m
discrim_loss 0.6670135
gen_loss_GAN 2.141618
gen_loss_L1 0.32246992
progress epoch 21 step 50 image/sec 0.6 remaining 2166m
discrim_loss 0.65014225
gen_loss_GAN 2.1709251
gen_loss_L1 0.3319526
recording summary
progress epoch 21 step 100 image/sec 0.6 remaining 2165m
discrim_loss 0.677633
gen_loss_GAN 2.18661
gen_loss_L1 0.33815572
progress epoch 21 step 150 image/sec 0.6 remaining 2163m
discrim_loss 0.66013426
gen_loss_GAN 2.164392
gen_loss_L1 0.32895225
recording summary
progress epoch 21 step 200 image/sec 0.6 remaining 2162m
discrim_loss 0.6716533
gen_loss_GAN 2.1867976
gen_loss_L1 0.33041856
progress epoch 21 step 250 image/sec 0.6 remaining 2161m
discrim_loss 0.6645854
gen_loss_GAN 2.1928585
gen_loss_L1 0.3256373
recording summary
progress epoch 21 step 300 image/sec 0.6 remaining 2159m
discrim_loss 0.66393614
gen_loss_GAN 2.213399
gen_loss_L1 0.3221358
progress epoch 21 step 350 image/sec 0.6 remaining 2158m
discrim_loss 0.6631086
gen_loss_GAN 2.2618713
gen_loss_L1 0.31999338
recording summary
progress epoch 21 step 400 image/sec 0.6 remaining 2156m
discrim_loss 0.6409199
gen_loss_GAN 2.2427864
gen_loss_L1 0.31271034
progress epoch 22 step 50 image/sec 0.6 remaining 2155m
discrim_loss 0.6160596
gen_loss_GAN 2.2525995
gen_loss_L1 0.3138548
recording summary
progress epoch 22 step 100 image/sec 0.6 remaining 2153m
discrim_loss 0.66229755
gen_loss_GAN 2.2191877
gen_loss_L1 0.32073972
progress epoch 22 step 150 image/sec 0.6 remaining 2152m
discrim_loss 0.64645493
gen_loss_GAN 2.3018515
gen_loss_L1 0.3226947
recording summary
progress epoch 22 step 200 image/sec 0.6 remaining 2150m
discrim_loss 0.670964
gen_loss_GAN 2.2693048
gen_loss_L1 0.32009545
progress epoch 22 step 250 image/sec 0.6 remaining 2149m
discrim_loss 0.7000541
gen_loss_GAN 2.1946418
gen_loss_L1 0.3153742
recording summary
progress epoch 22 step 300 image/sec 0.6 remaining 2147m
discrim_loss 0.71402943
gen_loss_GAN 2.2571468
gen_loss_L1 0.3212703
progress epoch 22 step 350 image/sec 0.6 remaining 2146m
discrim_loss 0.6957001
gen_loss_GAN 2.2309473
gen_loss_L1 0.3201617
recording summary
progress epoch 22 step 400 image/sec 0.6 remaining 2145m
discrim_loss 0.6386378
gen_loss_GAN 2.2493312
gen_loss_L1 0.32967043
progress epoch 23 step 50 image/sec 0.6 remaining 2143m
discrim_loss 0.5770021
gen_loss_GAN 2.3065605
gen_loss_L1 0.32528633
recording summary
progress epoch 23 step 100 image/sec 0.6 remaining 2141m
discrim_loss 0.6314403
gen_loss_GAN 2.2851648
gen_loss_L1 0.3216225
progress epoch 23 step 150 image/sec 0.6 remaining 2140m
discrim_loss 0.60632324
gen_loss_GAN 2.315921
gen_loss_L1 0.3272019
recording summary
progress epoch 23 step 200 image/sec 0.6 remaining 2138m
discrim_loss 0.65770286
gen_loss_GAN 2.2101395
gen_loss_L1 0.32334894
progress epoch 23 step 250 image/sec 0.6 remaining 2137m
discrim_loss 0.651011
gen_loss_GAN 2.22909
gen_loss_L1 0.32168588
recording summary
progress epoch 23 step 300 image/sec 0.6 remaining 2136m
discrim_loss 0.6345486
gen_loss_GAN 2.212961
gen_loss_L1 0.32323605
progress epoch 23 step 350 image/sec 0.6 remaining 2134m
discrim_loss 0.66141015
gen_loss_GAN 2.26011
gen_loss_L1 0.32124123
recording summary
progress epoch 23 step 400 image/sec 0.6 remaining 2132m
discrim_loss 0.65246224
gen_loss_GAN 2.288577
gen_loss_L1 0.31884393
progress epoch 24 step 50 image/sec 0.6 remaining 2131m
discrim_loss 0.6285831
gen_loss_GAN 2.307084
gen_loss_L1 0.3190919
recording summary
progress epoch 24 step 100 image/sec 0.6 remaining 2130m
discrim_loss 0.6348241
gen_loss_GAN 2.3130867
gen_loss_L1 0.31792897
progress epoch 24 step 150 image/sec 0.6 remaining 2128m
discrim_loss 0.6561877
gen_loss_GAN 2.2969742
gen_loss_L1 0.31226566
recording summary
progress epoch 24 step 200 image/sec 0.6 remaining 2127m
discrim_loss 0.65049434
gen_loss_GAN 2.3063898
gen_loss_L1 0.31597334
progress epoch 24 step 250 image/sec 0.6 remaining 2126m
discrim_loss 0.7090391
gen_loss_GAN 2.2448459
gen_loss_L1 0.3210406
recording summary
progress epoch 24 step 300 image/sec 0.6 remaining 2124m
discrim_loss 0.66089386
gen_loss_GAN 2.2640316
gen_loss_L1 0.31749815
progress epoch 24 step 350 image/sec 0.6 remaining 2123m
discrim_loss 0.7377227
gen_loss_GAN 2.1254184
gen_loss_L1 0.3124567
recording summary
progress epoch 24 step 400 image/sec 0.6 remaining 2122m
discrim_loss 0.65482306
gen_loss_GAN 2.2501605
gen_loss_L1 0.32072347
progress epoch 25 step 50 image/sec 0.6 remaining 2120m
discrim_loss 0.6773093
gen_loss_GAN 2.2418168
gen_loss_L1 0.31526437
recording summary
progress epoch 25 step 100 image/sec 0.6 remaining 2119m
discrim_loss 0.6957177
gen_loss_GAN 2.1800485
gen_loss_L1 0.31948176
progress epoch 25 step 150 image/sec 0.6 remaining 2117m
discrim_loss 0.63289595
gen_loss_GAN 2.265431
gen_loss_L1 0.32327756
recording summary
progress epoch 25 step 200 image/sec 0.6 remaining 2116m
discrim_loss 0.6476798
gen_loss_GAN 2.2817802
gen_loss_L1 0.3292262
progress epoch 25 step 250 image/sec 0.6 remaining 2114m
discrim_loss 0.6022133
gen_loss_GAN 2.2693546
gen_loss_L1 0.3197256
recording summary
progress epoch 25 step 300 image/sec 0.6 remaining 2113m
discrim_loss 0.64284635
gen_loss_GAN 2.177381
gen_loss_L1 0.31658328
progress epoch 25 step 350 image/sec 0.6 remaining 2111m
discrim_loss 0.64707905
gen_loss_GAN 2.1595917
gen_loss_L1 0.31471983
recording summary
progress epoch 25 step 400 image/sec 0.6 remaining 2110m
discrim_loss 0.59545195
gen_loss_GAN 2.1951604
gen_loss_L1 0.31181002
saving model
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/saver.py:966: remove_checkpoint (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.
Instructions for updating:
Use standard file APIs to delete files with this prefix.
progress epoch 26 step 50 image/sec 0.6 remaining 2109m
discrim_loss 0.67013943
gen_loss_GAN 2.1945992
gen_loss_L1 0.3159428
recording summary
progress epoch 26 step 100 image/sec 0.6 remaining 2107m
discrim_loss 0.67960906
gen_loss_GAN 2.176704
gen_loss_L1 0.31928954
progress epoch 26 step 150 image/sec 0.6 remaining 2106m
discrim_loss 0.6423442
gen_loss_GAN 2.2281644
gen_loss_L1 0.31563824
recording summary
progress epoch 26 step 200 image/sec 0.6 remaining 2105m
discrim_loss 0.6639525
gen_loss_GAN 2.2258074
gen_loss_L1 0.32022667
progress epoch 26 step 250 image/sec 0.6 remaining 2103m
discrim_loss 0.6766214
gen_loss_GAN 2.1934047
gen_loss_L1 0.31661707
recording summary
progress epoch 26 step 300 image/sec 0.6 remaining 2101m
discrim_loss 0.7085851
gen_loss_GAN 2.2027392
gen_loss_L1 0.31409994
progress epoch 26 step 350 image/sec 0.6 remaining 2100m
discrim_loss 0.64329946
gen_loss_GAN 2.2531574
gen_loss_L1 0.31177914
recording summary
progress epoch 26 step 400 image/sec 0.6 remaining 2098m
discrim_loss 0.6515698
gen_loss_GAN 2.2469537
gen_loss_L1 0.3120654
progress epoch 27 step 50 image/sec 0.6 remaining 2097m
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gen_loss_GAN 2.298783
gen_loss_L1 0.30484128
recording summary
progress epoch 27 step 100 image/sec 0.6 remaining 2095m
discrim_loss 0.65273297
gen_loss_GAN 2.2385914
gen_loss_L1 0.30717272
progress epoch 27 step 150 image/sec 0.6 remaining 2094m
discrim_loss 0.6350645
gen_loss_GAN 2.2360046
gen_loss_L1 0.31106853
recording summary
progress epoch 27 step 200 image/sec 0.6 remaining 2092m
discrim_loss 0.68762857
gen_loss_GAN 2.1789448
gen_loss_L1 0.3050357
progress epoch 27 step 250 image/sec 0.6 remaining 2091m
discrim_loss 0.6564835
gen_loss_GAN 2.2308328
gen_loss_L1 0.31192118
recording summary
progress epoch 27 step 300 image/sec 0.6 remaining 2089m
discrim_loss 0.63617086
gen_loss_GAN 2.219868
gen_loss_L1 0.31469047
progress epoch 27 step 350 image/sec 0.6 remaining 2088m
discrim_loss 0.696769
gen_loss_GAN 2.2605333
gen_loss_L1 0.31619912
recording summary
progress epoch 27 step 400 image/sec 0.6 remaining 2086m
discrim_loss 0.6357414
gen_loss_GAN 2.324873
gen_loss_L1 0.3204913
progress epoch 28 step 50 image/sec 0.6 remaining 2085m
discrim_loss 0.68561095
gen_loss_GAN 2.279008
gen_loss_L1 0.31341466
recording summary
progress epoch 28 step 100 image/sec 0.6 remaining 2083m
discrim_loss 0.660402
gen_loss_GAN 2.278771
gen_loss_L1 0.31369504
progress epoch 28 step 150 image/sec 0.6 remaining 2082m
discrim_loss 0.67083436
gen_loss_GAN 2.2656407
gen_loss_L1 0.3105164
recording summary
progress epoch 28 step 200 image/sec 0.6 remaining 2080m
discrim_loss 0.6154141
gen_loss_GAN 2.327339
gen_loss_L1 0.31197876
progress epoch 28 step 250 image/sec 0.6 remaining 2079m
discrim_loss 0.610487
gen_loss_GAN 2.301846
gen_loss_L1 0.3089661
recording summary
progress epoch 28 step 300 image/sec 0.6 remaining 2079m
discrim_loss 0.6267738
gen_loss_GAN 2.321719
gen_loss_L1 0.3081457
progress epoch 28 step 350 image/sec 0.6 remaining 2078m
discrim_loss 0.6350622
gen_loss_GAN 2.2799847
gen_loss_L1 0.31646204
recording summary
progress epoch 28 step 400 image/sec 0.6 remaining 2077m
discrim_loss 0.6975185
gen_loss_GAN 2.252921
gen_loss_L1 0.31439015
progress epoch 29 step 50 image/sec 0.6 remaining 2076m
discrim_loss 0.6427754
gen_loss_GAN 2.3036664
gen_loss_L1 0.31273925
recording summary
progress epoch 29 step 100 image/sec 0.6 remaining 2075m
discrim_loss 0.6517552
gen_loss_GAN 2.2387946
gen_loss_L1 0.30710033
progress epoch 29 step 150 image/sec 0.6 remaining 2073m
discrim_loss 0.65016544
gen_loss_GAN 2.2607448
gen_loss_L1 0.31233242
recording summary
progress epoch 29 step 200 image/sec 0.6 remaining 2072m
discrim_loss 0.65194184
gen_loss_GAN 2.2598894
gen_loss_L1 0.31339335
progress epoch 29 step 250 image/sec 0.6 remaining 2070m
discrim_loss 0.6550869
gen_loss_GAN 2.261154
gen_loss_L1 0.31560677
recording summary
progress epoch 29 step 300 image/sec 0.6 remaining 2069m
discrim_loss 0.7090194
gen_loss_GAN 2.2211537
gen_loss_L1 0.310073
progress epoch 29 step 350 image/sec 0.6 remaining 2067m
discrim_loss 0.68177444
gen_loss_GAN 2.1829393
gen_loss_L1 0.30683932
recording summary
progress epoch 29 step 400 image/sec 0.6 remaining 2066m
discrim_loss 0.69311064
gen_loss_GAN 2.244434
gen_loss_L1 0.30914456
progress epoch 30 step 50 image/sec 0.6 remaining 2064m
discrim_loss 0.6356333
gen_loss_GAN 2.2458043
gen_loss_L1 0.30609483
recording summary
progress epoch 30 step 100 image/sec 0.6 remaining 2063m
discrim_loss 0.62159055
gen_loss_GAN 2.2887263
gen_loss_L1 0.30477276
progress epoch 30 step 150 image/sec 0.6 remaining 2061m
discrim_loss 0.6648078
gen_loss_GAN 2.256792
gen_loss_L1 0.3088516
recording summary
progress epoch 30 step 200 image/sec 0.6 remaining 2059m
discrim_loss 0.61190784
gen_loss_GAN 2.3380551
gen_loss_L1 0.3050073
progress epoch 30 step 250 image/sec 0.6 remaining 2058m
discrim_loss 0.6275064
gen_loss_GAN 2.3040886
gen_loss_L1 0.30389133
recording summary
progress epoch 30 step 300 image/sec 0.6 remaining 2056m
discrim_loss 0.6781439
gen_loss_GAN 2.3678775
gen_loss_L1 0.3073087
progress epoch 30 step 350 image/sec 0.6 remaining 2055m
discrim_loss 0.6708121
gen_loss_GAN 2.391545
gen_loss_L1 0.31103322
recording summary
progress epoch 30 step 400 image/sec 0.6 remaining 2053m
discrim_loss 0.6228179
gen_loss_GAN 2.344746
gen_loss_L1 0.31201005
progress epoch 31 step 50 image/sec 0.6 remaining 2052m
discrim_loss 0.6414849
gen_loss_GAN 2.262045
gen_loss_L1 0.30800292
recording summary
progress epoch 31 step 100 image/sec 0.6 remaining 2050m
discrim_loss 0.6354376
gen_loss_GAN 2.3347862
gen_loss_L1 0.30608466
progress epoch 31 step 150 image/sec 0.6 remaining 2049m
discrim_loss 0.6290604
gen_loss_GAN 2.3403757
gen_loss_L1 0.30687132
recording summary
progress epoch 31 step 200 image/sec 0.6 remaining 2047m
discrim_loss 0.6375515
gen_loss_GAN 2.3420115
gen_loss_L1 0.31033283
progress epoch 31 step 250 image/sec 0.6 remaining 2046m
discrim_loss 0.601638
gen_loss_GAN 2.3541594
gen_loss_L1 0.307058
recording summary
progress epoch 31 step 300 image/sec 0.6 remaining 2044m
discrim_loss 0.66045207
gen_loss_GAN 2.314585
gen_loss_L1 0.30457902
progress epoch 31 step 350 image/sec 0.6 remaining 2043m
discrim_loss 0.6435668
gen_loss_GAN 2.351313
gen_loss_L1 0.3063026
recording summary
progress epoch 31 step 400 image/sec 0.6 remaining 2041m
discrim_loss 0.65577954
gen_loss_GAN 2.2808692
gen_loss_L1 0.30359554
progress epoch 32 step 50 image/sec 0.6 remaining 2040m
discrim_loss 0.5951441
gen_loss_GAN 2.2796226
gen_loss_L1 0.3044448
recording summary
progress epoch 32 step 100 image/sec 0.6 remaining 2038m
discrim_loss 0.6548046
gen_loss_GAN 2.2429922
gen_loss_L1 0.30042788
progress epoch 32 step 150 image/sec 0.6 remaining 2037m
discrim_loss 0.69671464
gen_loss_GAN 2.2844217
gen_loss_L1 0.304326
recording summary
progress epoch 32 step 200 image/sec 0.6 remaining 2035m
discrim_loss 0.7432466
gen_loss_GAN 2.225626
gen_loss_L1 0.30221936
progress epoch 32 step 250 image/sec 0.6 remaining 2034m
discrim_loss 0.6834509
gen_loss_GAN 2.269526
gen_loss_L1 0.3033567
recording summary
progress epoch 32 step 300 image/sec 0.6 remaining 2032m
discrim_loss 0.6646832
gen_loss_GAN 2.209317
gen_loss_L1 0.30838484
progress epoch 32 step 350 image/sec 0.6 remaining 2030m
discrim_loss 0.60182464
gen_loss_GAN 2.2072804
gen_loss_L1 0.31085166
recording summary
progress epoch 32 step 400 image/sec 0.6 remaining 2029m
discrim_loss 0.68118656
gen_loss_GAN 2.1895654
gen_loss_L1 0.30590832
progress epoch 33 step 50 image/sec 0.6 remaining 2027m
discrim_loss 0.61945605
gen_loss_GAN 2.227527
gen_loss_L1 0.29752785
recording summary
progress epoch 33 step 100 image/sec 0.6 remaining 2026m
discrim_loss 0.61848366
gen_loss_GAN 2.3288329
gen_loss_L1 0.29907247
progress epoch 33 step 150 image/sec 0.6 remaining 2024m
discrim_loss 0.6679205
gen_loss_GAN 2.3130875
gen_loss_L1 0.30243057
recording summary
progress epoch 33 step 200 image/sec 0.6 remaining 2023m
discrim_loss 0.64113206
gen_loss_GAN 2.2901566
gen_loss_L1 0.2971205
progress epoch 33 step 250 image/sec 0.6 remaining 2021m
discrim_loss 0.6186961
gen_loss_GAN 2.273187
gen_loss_L1 0.30305457
recording summary
progress epoch 33 step 300 image/sec 0.6 remaining 2020m
discrim_loss 0.6379032
gen_loss_GAN 2.2566712
gen_loss_L1 0.30707872
progress epoch 33 step 350 image/sec 0.6 remaining 2018m
discrim_loss 0.6281664
gen_loss_GAN 2.3240583
gen_loss_L1 0.31109643
recording summary
progress epoch 33 step 400 image/sec 0.6 remaining 2017m
discrim_loss 0.6601281
gen_loss_GAN 2.2428198
gen_loss_L1 0.31057876
progress epoch 34 step 50 image/sec 0.6 remaining 2015m
discrim_loss 0.63863516
gen_loss_GAN 2.2836509
gen_loss_L1 0.3153068
recording summary
progress epoch 34 step 100 image/sec 0.6 remaining 2013m
discrim_loss 0.657945
gen_loss_GAN 2.2969344
gen_loss_L1 0.30948737
progress epoch 34 step 150 image/sec 0.6 remaining 2012m
discrim_loss 0.7492475
gen_loss_GAN 2.2634952
gen_loss_L1 0.30082202
recording summary
progress epoch 34 step 200 image/sec 0.6 remaining 2010m
discrim_loss 0.6798151
gen_loss_GAN 2.2989733
gen_loss_L1 0.2967755
progress epoch 34 step 250 image/sec 0.6 remaining 2009m
discrim_loss 0.62661976
gen_loss_GAN 2.2841656
gen_loss_L1 0.29922292
recording summary
progress epoch 34 step 300 image/sec 0.6 remaining 2007m
discrim_loss 0.60693514
gen_loss_GAN 2.3593535
gen_loss_L1 0.2998977
progress epoch 34 step 350 image/sec 0.6 remaining 2005m
discrim_loss 0.65629387
gen_loss_GAN 2.2518022
gen_loss_L1 0.30239195
recording summary
progress epoch 34 step 400 image/sec 0.6 remaining 2004m
discrim_loss 0.58093417
gen_loss_GAN 2.2375894
gen_loss_L1 0.30115503
progress epoch 35 step 50 image/sec 0.6 remaining 2002m
discrim_loss 0.5531361
gen_loss_GAN 2.312835
gen_loss_L1 0.3007668
recording summary
progress epoch 35 step 100 image/sec 0.6 remaining 2001m
discrim_loss 0.5987547
gen_loss_GAN 2.3663769
gen_loss_L1 0.30418283
progress epoch 35 step 150 image/sec 0.6 remaining 1999m
discrim_loss 0.67300826
gen_loss_GAN 2.3348167
gen_loss_L1 0.30383968
recording summary
progress epoch 35 step 200 image/sec 0.6 remaining 1997m
discrim_loss 0.6353772
gen_loss_GAN 2.3356547
gen_loss_L1 0.30538577
progress epoch 35 step 250 image/sec 0.6 remaining 1996m
discrim_loss 0.63134575
gen_loss_GAN 2.3002079
gen_loss_L1 0.30248317
recording summary
progress epoch 35 step 300 image/sec 0.6 remaining 1994m
discrim_loss 0.61508965
gen_loss_GAN 2.248132
gen_loss_L1 0.2984844
progress epoch 35 step 350 image/sec 0.6 remaining 1993m
discrim_loss 0.66363674
gen_loss_GAN 2.2747905
gen_loss_L1 0.29663107
recording summary
progress epoch 35 step 400 image/sec 0.6 remaining 1991m
discrim_loss 0.63907003
gen_loss_GAN 2.249412
gen_loss_L1 0.2975331
progress epoch 36 step 50 image/sec 0.6 remaining 1989m
discrim_loss 0.63439196
gen_loss_GAN 2.2448752
gen_loss_L1 0.2938092
recording summary
progress epoch 36 step 100 image/sec 0.6 remaining 1988m
discrim_loss 0.7011618
gen_loss_GAN 2.1894784
gen_loss_L1 0.29306555
progress epoch 36 step 150 image/sec 0.6 remaining 1986m
discrim_loss 0.6955454
gen_loss_GAN 2.3408072
gen_loss_L1 0.29474396
recording summary
progress epoch 36 step 200 image/sec 0.6 remaining 1984m
discrim_loss 0.64529574
gen_loss_GAN 2.2736504
gen_loss_L1 0.29618767
progress epoch 36 step 250 image/sec 0.6 remaining 1983m
discrim_loss 0.657131
gen_loss_GAN 2.271138
gen_loss_L1 0.2997656
recording summary
progress epoch 36 step 300 image/sec 0.6 remaining 1981m
discrim_loss 0.6486936
gen_loss_GAN 2.3530488
gen_loss_L1 0.30228603
progress epoch 36 step 350 image/sec 0.6 remaining 1980m
discrim_loss 0.63059783
gen_loss_GAN 2.343388
gen_loss_L1 0.30249828
recording summary
progress epoch 36 step 400 image/sec 0.6 remaining 1978m
discrim_loss 0.6169849
gen_loss_GAN 2.31678
gen_loss_L1 0.29669046
progress epoch 37 step 50 image/sec 0.6 remaining 1976m
discrim_loss 0.5974879
gen_loss_GAN 2.3470736
gen_loss_L1 0.29553473
recording summary
progress epoch 37 step 100 image/sec 0.6 remaining 1975m
discrim_loss 0.58217293
gen_loss_GAN 2.3072882
gen_loss_L1 0.2972074
progress epoch 37 step 150 image/sec 0.6 remaining 1973m
discrim_loss 0.59836096
gen_loss_GAN 2.3500717
gen_loss_L1 0.3000617
recording summary
progress epoch 37 step 200 image/sec 0.6 remaining 1972m
discrim_loss 0.66636217
gen_loss_GAN 2.330016
gen_loss_L1 0.29952008
progress epoch 37 step 250 image/sec 0.6 remaining 1970m
discrim_loss 0.64538133
gen_loss_GAN 2.253582
gen_loss_L1 0.29467946
recording summary
progress epoch 37 step 300 image/sec 0.6 remaining 1968m
discrim_loss 0.67546344
gen_loss_GAN 2.2897553
gen_loss_L1 0.29351965
progress epoch 37 step 350 image/sec 0.6 remaining 1967m
discrim_loss 0.64966464
gen_loss_GAN 2.2496247
gen_loss_L1 0.29359427
recording summary
progress epoch 37 step 400 image/sec 0.6 remaining 1965m
discrim_loss 0.6505886
gen_loss_GAN 2.2039068
gen_loss_L1 0.29402
progress epoch 38 step 50 image/sec 0.6 remaining 1964m
discrim_loss 0.61706424
gen_loss_GAN 2.2681284
gen_loss_L1 0.29262784
recording summary
progress epoch 38 step 100 image/sec 0.6 remaining 1962m
discrim_loss 0.7182544
gen_loss_GAN 2.3103735
gen_loss_L1 0.28813496
progress epoch 38 step 150 image/sec 0.6 remaining 1961m
discrim_loss 0.6786615
gen_loss_GAN 2.3128612
gen_loss_L1 0.2938188
recording summary
progress epoch 38 step 200 image/sec 0.6 remaining 1959m
discrim_loss 0.6494405
gen_loss_GAN 2.3010361
gen_loss_L1 0.29378343
saving model
progress epoch 38 step 250 image/sec 0.6 remaining 1958m
discrim_loss 0.627124
gen_loss_GAN 2.2733388
gen_loss_L1 0.29252803
recording summary
progress epoch 38 step 300 image/sec 0.6 remaining 1956m
discrim_loss 0.65320146
gen_loss_GAN 2.4065502
gen_loss_L1 0.29551125
progress epoch 38 step 350 image/sec 0.6 remaining 1954m
discrim_loss 0.6361074
gen_loss_GAN 2.382791
gen_loss_L1 0.29296944
recording summary
progress epoch 38 step 400 image/sec 0.6 remaining 1953m
discrim_loss 0.6032281
gen_loss_GAN 2.3948362
gen_loss_L1 0.29520532
progress epoch 39 step 50 image/sec 0.6 remaining 1951m
discrim_loss 0.6545233
gen_loss_GAN 2.3385334
gen_loss_L1 0.2936219
recording summary
progress epoch 39 step 100 image/sec 0.6 remaining 1950m
discrim_loss 0.6061881
gen_loss_GAN 2.379905
gen_loss_L1 0.29893622
progress epoch 39 step 150 image/sec 0.6 remaining 1948m
discrim_loss 0.6294079
gen_loss_GAN 2.3564458
gen_loss_L1 0.2907529
recording summary
progress epoch 39 step 200 image/sec 0.6 remaining 1947m
discrim_loss 0.61523026
gen_loss_GAN 2.3359783
gen_loss_L1 0.28906405
progress epoch 39 step 250 image/sec 0.6 remaining 1945m
discrim_loss 0.60477185
gen_loss_GAN 2.2909725
gen_loss_L1 0.27920163
recording summary
progress epoch 39 step 300 image/sec 0.6 remaining 1943m
discrim_loss 0.6681768
gen_loss_GAN 2.299623
gen_loss_L1 0.2902978
progress epoch 39 step 350 image/sec 0.6 remaining 1942m
discrim_loss 0.6981407
gen_loss_GAN 2.3302805
gen_loss_L1 0.2890974
recording summary
progress epoch 39 step 400 image/sec 0.6 remaining 1940m
discrim_loss 0.6661218
gen_loss_GAN 2.297361
gen_loss_L1 0.2910357
progress epoch 40 step 50 image/sec 0.6 remaining 1939m
discrim_loss 0.6392405
gen_loss_GAN 2.3696823
gen_loss_L1 0.2932384
recording summary
progress epoch 40 step 100 image/sec 0.6 remaining 1937m
discrim_loss 0.6381447
gen_loss_GAN 2.4148529
gen_loss_L1 0.28721428
progress epoch 40 step 150 image/sec 0.6 remaining 1936m
discrim_loss 0.6304232
gen_loss_GAN 2.3363347
gen_loss_L1 0.2854398
recording summary
progress epoch 40 step 200 image/sec 0.6 remaining 1934m
discrim_loss 0.6706076
gen_loss_GAN 2.2356553
gen_loss_L1 0.28716993
progress epoch 40 step 250 image/sec 0.6 remaining 1932m
discrim_loss 0.63807505
gen_loss_GAN 2.2958944
gen_loss_L1 0.29361778
recording summary
progress epoch 40 step 300 image/sec 0.6 remaining 1931m
discrim_loss 0.66758424
gen_loss_GAN 2.252081
gen_loss_L1 0.29177016
progress epoch 40 step 350 image/sec 0.6 remaining 1929m
discrim_loss 0.66630006
gen_loss_GAN 2.2175035
gen_loss_L1 0.29696843
recording summary
progress epoch 40 step 400 image/sec 0.6 remaining 1928m
discrim_loss 0.6470545
gen_loss_GAN 2.2051253
gen_loss_L1 0.29169506
progress epoch 41 step 50 image/sec 0.6 remaining 1926m
discrim_loss 0.6626246
gen_loss_GAN 2.2782154
gen_loss_L1 0.2879581
recording summary
progress epoch 41 step 100 image/sec 0.6 remaining 1924m
discrim_loss 0.6252001
gen_loss_GAN 2.276816
gen_loss_L1 0.28787228
progress epoch 41 step 150 image/sec 0.6 remaining 1923m
discrim_loss 0.6441862
gen_loss_GAN 2.2549932
gen_loss_L1 0.28634664
recording summary
progress epoch 41 step 200 image/sec 0.6 remaining 1921m
discrim_loss 0.6119747
gen_loss_GAN 2.2767613
gen_loss_L1 0.28905153
progress epoch 41 step 250 image/sec 0.6 remaining 1920m
discrim_loss 0.62092435
gen_loss_GAN 2.2961993
gen_loss_L1 0.29084978
recording summary
progress epoch 41 step 300 image/sec 0.6 remaining 1918m
discrim_loss 0.6208453
gen_loss_GAN 2.2840328
gen_loss_L1 0.28680295
progress epoch 41 step 350 image/sec 0.6 remaining 1917m
discrim_loss 0.6621511
gen_loss_GAN 2.261842
gen_loss_L1 0.2909351
recording summary
progress epoch 41 step 400 image/sec 0.6 remaining 1915m
discrim_loss 0.6683924
gen_loss_GAN 2.3253684
gen_loss_L1 0.29130018
progress epoch 42 step 50 image/sec 0.6 remaining 1913m
discrim_loss 0.60580343
gen_loss_GAN 2.3652031
gen_loss_L1 0.29335657
recording summary
progress epoch 42 step 100 image/sec 0.6 remaining 1912m
discrim_loss 0.6407502
gen_loss_GAN 2.33662
gen_loss_L1 0.29034436
progress epoch 42 step 150 image/sec 0.6 remaining 1910m
discrim_loss 0.67020255
gen_loss_GAN 2.3774955
gen_loss_L1 0.2885102
recording summary
progress epoch 42 step 200 image/sec 0.6 remaining 1909m
discrim_loss 0.6757105
gen_loss_GAN 2.3175302
gen_loss_L1 0.2857767
progress epoch 42 step 250 image/sec 0.6 remaining 1907m
discrim_loss 0.66004676
gen_loss_GAN 2.2763681
gen_loss_L1 0.27878776
recording summary
progress epoch 42 step 300 image/sec 0.6 remaining 1905m
discrim_loss 0.63730484
gen_loss_GAN 2.2462723
gen_loss_L1 0.2828973
progress epoch 42 step 350 image/sec 0.6 remaining 1904m
discrim_loss 0.61452526
gen_loss_GAN 2.3834157
gen_loss_L1 0.28763452
recording summary
progress epoch 42 step 400 image/sec 0.6 remaining 1902m
discrim_loss 0.63855135
gen_loss_GAN 2.3396149
gen_loss_L1 0.28367823
progress epoch 43 step 50 image/sec 0.6 remaining 1901m
discrim_loss 0.6852154
gen_loss_GAN 2.4131129
gen_loss_L1 0.29120535
recording summary
progress epoch 43 step 100 image/sec 0.6 remaining 1899m
discrim_loss 0.6331891
gen_loss_GAN 2.4550557
gen_loss_L1 0.28826526
progress epoch 43 step 150 image/sec 0.6 remaining 1897m
discrim_loss 0.626644
gen_loss_GAN 2.39218
gen_loss_L1 0.28577515
recording summary
progress epoch 43 step 200 image/sec 0.6 remaining 1896m
discrim_loss 0.5948107
gen_loss_GAN 2.3585672
gen_loss_L1 0.28657854
progress epoch 43 step 250 image/sec 0.6 remaining 1894m
discrim_loss 0.62434566
gen_loss_GAN 2.299824
gen_loss_L1 0.2831769
recording summary
progress epoch 43 step 300 image/sec 0.6 remaining 1892m
discrim_loss 0.62306195
gen_loss_GAN 2.308425
gen_loss_L1 0.28480577
progress epoch 43 step 350 image/sec 0.6 remaining 1891m
discrim_loss 0.64621425
gen_loss_GAN 2.2935207
gen_loss_L1 0.28302163
recording summary
progress epoch 43 step 400 image/sec 0.6 remaining 1889m
discrim_loss 0.63357854
gen_loss_GAN 2.2804654
gen_loss_L1 0.28562233
progress epoch 44 step 50 image/sec 0.6 remaining 1888m
discrim_loss 0.6067048
gen_loss_GAN 2.331028
gen_loss_L1 0.2867141
recording summary
progress epoch 44 step 100 image/sec 0.6 remaining 1886m
discrim_loss 0.61358064
gen_loss_GAN 2.3474317
gen_loss_L1 0.2796047
progress epoch 44 step 150 image/sec 0.6 remaining 1884m
discrim_loss 0.6481309
gen_loss_GAN 2.3272936
gen_loss_L1 0.2844563
recording summary
progress epoch 44 step 200 image/sec 0.6 remaining 1883m
discrim_loss 0.6016615
gen_loss_GAN 2.3236396
gen_loss_L1 0.2844241
progress epoch 44 step 250 image/sec 0.6 remaining 1881m
discrim_loss 0.7157745
gen_loss_GAN 2.376063
gen_loss_L1 0.28422353
recording summary
progress epoch 44 step 300 image/sec 0.6 remaining 1880m
discrim_loss 0.6442299
gen_loss_GAN 2.3544042
gen_loss_L1 0.28663957
progress epoch 44 step 350 image/sec 0.6 remaining 1878m
discrim_loss 0.6607078
gen_loss_GAN 2.286029
gen_loss_L1 0.2836443
recording summary
progress epoch 44 step 400 image/sec 0.6 remaining 1876m
discrim_loss 0.6565234
gen_loss_GAN 2.2249093
gen_loss_L1 0.2852327
progress epoch 45 step 50 image/sec 0.6 remaining 1875m
discrim_loss 0.6922769
gen_loss_GAN 2.2238085
gen_loss_L1 0.27975455
recording summary
progress epoch 45 step 100 image/sec 0.6 remaining 1873m
discrim_loss 0.6653188
gen_loss_GAN 2.2123115
gen_loss_L1 0.2796827
progress epoch 45 step 150 image/sec 0.6 remaining 1872m
discrim_loss 0.6305574
gen_loss_GAN 2.2607367
gen_loss_L1 0.276669
recording summary
progress epoch 45 step 200 image/sec 0.6 remaining 1870m
discrim_loss 0.6274826
gen_loss_GAN 2.2892942
gen_loss_L1 0.27965453
progress epoch 45 step 250 image/sec 0.6 remaining 1868m
discrim_loss 0.63612825
gen_loss_GAN 2.3374827
gen_loss_L1 0.2815048
recording summary
progress epoch 45 step 300 image/sec 0.6 remaining 1867m
discrim_loss 0.66143984
gen_loss_GAN 2.3449035
gen_loss_L1 0.2817408
progress epoch 45 step 350 image/sec 0.6 remaining 1865m
discrim_loss 0.62042135
gen_loss_GAN 2.3386543
gen_loss_L1 0.2884101
recording summary
progress epoch 45 step 400 image/sec 0.6 remaining 1863m
discrim_loss 0.72572416
gen_loss_GAN 2.2327392
gen_loss_L1 0.28845748
progress epoch 46 step 50 image/sec 0.6 remaining 1862m
discrim_loss 0.67405766
gen_loss_GAN 2.2853174
gen_loss_L1 0.2877714
recording summary
progress epoch 46 step 100 image/sec 0.6 remaining 1860m
discrim_loss 0.6603493
gen_loss_GAN 2.3556275
gen_loss_L1 0.28419778
progress epoch 46 step 150 image/sec 0.6 remaining 1859m
discrim_loss 0.6634884
gen_loss_GAN 2.2576685
gen_loss_L1 0.2842616
recording summary
progress epoch 46 step 200 image/sec 0.6 remaining 1857m
discrim_loss 0.6704467
gen_loss_GAN 2.2243443
gen_loss_L1 0.2719636
progress epoch 46 step 250 image/sec 0.6 remaining 1855m
discrim_loss 0.66160697
gen_loss_GAN 2.2349617
gen_loss_L1 0.27020803
recording summary
progress epoch 46 step 300 image/sec 0.6 remaining 1854m
discrim_loss 0.6368805
gen_loss_GAN 2.2753885
gen_loss_L1 0.27636513
progress epoch 46 step 350 image/sec 0.6 remaining 1852m
discrim_loss 0.5764113
gen_loss_GAN 2.356618
gen_loss_L1 0.28497833
recording summary
progress epoch 46 step 400 image/sec 0.6 remaining 1851m
discrim_loss 0.5760816
gen_loss_GAN 2.3636172
gen_loss_L1 0.2834739
progress epoch 47 step 50 image/sec 0.6 remaining 1849m
discrim_loss 0.6188032
gen_loss_GAN 2.26935
gen_loss_L1 0.27950728
recording summary
progress epoch 47 step 100 image/sec 0.6 remaining 1848m
discrim_loss 0.5951541
gen_loss_GAN 2.2967134
gen_loss_L1 0.27905896
progress epoch 47 step 150 image/sec 0.6 remaining 1846m
discrim_loss 0.67714846
gen_loss_GAN 2.3007724
gen_loss_L1 0.2797759
recording summary
progress epoch 47 step 200 image/sec 0.6 remaining 1844m
discrim_loss 0.6431668
gen_loss_GAN 2.2692854
gen_loss_L1 0.28195807
progress epoch 47 step 250 image/sec 0.6 remaining 1843m
discrim_loss 0.59386516
gen_loss_GAN 2.2814252
gen_loss_L1 0.2768361
recording summary
progress epoch 47 step 300 image/sec 0.6 remaining 1841m
discrim_loss 0.70395833
gen_loss_GAN 2.3247304
gen_loss_L1 0.28292558
progress epoch 47 step 350 image/sec 0.6 remaining 1840m
discrim_loss 0.6234556
gen_loss_GAN 2.4177408
gen_loss_L1 0.27989486
recording summary
progress epoch 47 step 400 image/sec 0.6 remaining 1838m
discrim_loss 0.68903494
gen_loss_GAN 2.2791908
gen_loss_L1 0.2764422
progress epoch 48 step 50 image/sec 0.6 remaining 1836m
discrim_loss 0.64952576
gen_loss_GAN 2.327541
gen_loss_L1 0.2778543
recording summary
progress epoch 48 step 100 image/sec 0.6 remaining 1835m
discrim_loss 0.6023989
gen_loss_GAN 2.319226
gen_loss_L1 0.2791797
progress epoch 48 step 150 image/sec 0.6 remaining 1833m
discrim_loss 0.58083767
gen_loss_GAN 2.298451
gen_loss_L1 0.27933902
recording summary
progress epoch 48 step 200 image/sec 0.6 remaining 1832m
discrim_loss 0.59513915
gen_loss_GAN 2.291266
gen_loss_L1 0.27901894
progress epoch 48 step 250 image/sec 0.6 remaining 1830m
discrim_loss 0.6319649
gen_loss_GAN 2.2838848
gen_loss_L1 0.28137675
recording summary
progress epoch 48 step 300 image/sec 0.6 remaining 1828m
discrim_loss 0.5872657
gen_loss_GAN 2.3415833
gen_loss_L1 0.28530154
progress epoch 48 step 350 image/sec 0.6 remaining 1827m
discrim_loss 0.6755378
gen_loss_GAN 2.3627307
gen_loss_L1 0.2821825
recording summary
progress epoch 48 step 400 image/sec 0.6 remaining 1825m
discrim_loss 0.6590326
gen_loss_GAN 2.3614354
gen_loss_L1 0.27488202
progress epoch 49 step 50 image/sec 0.6 remaining 1823m
discrim_loss 0.5985466
gen_loss_GAN 2.3783495
gen_loss_L1 0.27466795
recording summary
progress epoch 49 step 100 image/sec 0.6 remaining 1822m
discrim_loss 0.62676984
gen_loss_GAN 2.3043556
gen_loss_L1 0.270955
progress epoch 49 step 150 image/sec 0.6 remaining 1820m
discrim_loss 0.65669364
gen_loss_GAN 2.3452137
gen_loss_L1 0.2747556
recording summary
progress epoch 49 step 200 image/sec 0.6 remaining 1819m
discrim_loss 0.60375404
gen_loss_GAN 2.3984742
gen_loss_L1 0.2791721
progress epoch 49 step 250 image/sec 0.6 remaining 1817m
discrim_loss 0.64509416
gen_loss_GAN 2.3306396
gen_loss_L1 0.27998605
recording summary
progress epoch 49 step 300 image/sec 0.6 remaining 1815m
discrim_loss 0.6531697
gen_loss_GAN 2.4118667
gen_loss_L1 0.28461587
progress epoch 49 step 350 image/sec 0.6 remaining 1814m
discrim_loss 0.62241817
gen_loss_GAN 2.3703341
gen_loss_L1 0.28050843
recording summary
progress epoch 49 step 400 image/sec 0.6 remaining 1812m
discrim_loss 0.6456756
gen_loss_GAN 2.3454158
gen_loss_L1 0.2715168
progress epoch 50 step 50 image/sec 0.6 remaining 1811m
discrim_loss 0.6142406
gen_loss_GAN 2.4035501
gen_loss_L1 0.27153412
recording summary
progress epoch 50 step 100 image/sec 0.6 remaining 1809m
discrim_loss 0.6367474
gen_loss_GAN 2.387889
gen_loss_L1 0.26760647
progress epoch 50 step 150 image/sec 0.6 remaining 1807m
discrim_loss 0.6073955
gen_loss_GAN 2.3645833
gen_loss_L1 0.2718012
recording summary
progress epoch 50 step 200 image/sec 0.6 remaining 1806m
discrim_loss 0.6174466
gen_loss_GAN 2.3623848
gen_loss_L1 0.27438968
progress epoch 50 step 250 image/sec 0.6 remaining 1804m
discrim_loss 0.62233377
gen_loss_GAN 2.2989118
gen_loss_L1 0.27169687
recording summary
progress epoch 50 step 300 image/sec 0.6 remaining 1803m
discrim_loss 0.69838136
gen_loss_GAN 2.3356185
gen_loss_L1 0.2733468
progress epoch 50 step 350 image/sec 0.6 remaining 1801m
discrim_loss 0.6799787
gen_loss_GAN 2.352397
gen_loss_L1 0.2762121
recording summary
progress epoch 50 step 400 image/sec 0.6 remaining 1800m
discrim_loss 0.6562461
gen_loss_GAN 2.3629696
gen_loss_L1 0.28007415
saving model
progress epoch 51 step 50 image/sec 0.6 remaining 1798m
discrim_loss 0.62570375
gen_loss_GAN 2.431148
gen_loss_L1 0.28040624
recording summary
progress epoch 51 step 100 image/sec 0.6 remaining 1797m
discrim_loss 0.6252836
gen_loss_GAN 2.405859
gen_loss_L1 0.2736404
progress epoch 51 step 150 image/sec 0.6 remaining 1795m
discrim_loss 0.6057234
gen_loss_GAN 2.4043148
gen_loss_L1 0.27343392
recording summary
progress epoch 51 step 200 image/sec 0.6 remaining 1794m
discrim_loss 0.6279653
gen_loss_GAN 2.4120052
gen_loss_L1 0.26973695
progress epoch 51 step 250 image/sec 0.6 remaining 1792m
discrim_loss 0.59385717
gen_loss_GAN 2.4064465
gen_loss_L1 0.27360275
recording summary
progress epoch 51 step 300 image/sec 0.6 remaining 1790m
discrim_loss 0.6153359
gen_loss_GAN 2.4120708
gen_loss_L1 0.2744712
progress epoch 51 step 350 image/sec 0.6 remaining 1789m
discrim_loss 0.6507319
gen_loss_GAN 2.37451
gen_loss_L1 0.27243024
recording summary
progress epoch 51 step 400 image/sec 0.6 remaining 1787m
discrim_loss 0.6004711
gen_loss_GAN 2.402916
gen_loss_L1 0.26948902
progress epoch 52 step 50 image/sec 0.6 remaining 1785m
discrim_loss 0.5545477
gen_loss_GAN 2.3529565
gen_loss_L1 0.27441177
recording summary
progress epoch 52 step 100 image/sec 0.6 remaining 1784m
discrim_loss 0.59753525
gen_loss_GAN 2.3313088
gen_loss_L1 0.274008
progress epoch 52 step 150 image/sec 0.6 remaining 1782m
discrim_loss 0.66785425
gen_loss_GAN 2.2825465
gen_loss_L1 0.2739281
recording summary
progress epoch 52 step 200 image/sec 0.6 remaining 1781m
discrim_loss 0.65842414
gen_loss_GAN 2.3517416
gen_loss_L1 0.27472585
progress epoch 52 step 250 image/sec 0.6 remaining 1779m
discrim_loss 0.6162893
gen_loss_GAN 2.383952
gen_loss_L1 0.27016443
recording summary
progress epoch 52 step 300 image/sec 0.6 remaining 1777m
discrim_loss 0.62623876
gen_loss_GAN 2.4265244
gen_loss_L1 0.26908454
progress epoch 52 step 350 image/sec 0.6 remaining 1776m
discrim_loss 0.590625
gen_loss_GAN 2.4377096
gen_loss_L1 0.26842856
recording summary
progress epoch 52 step 400 image/sec 0.6 remaining 1774m
discrim_loss 0.64414203
gen_loss_GAN 2.3766806
gen_loss_L1 0.27079713
progress epoch 53 step 50 image/sec 0.6 remaining 1773m
discrim_loss 0.5839158
gen_loss_GAN 2.5024803
gen_loss_L1 0.2700271
recording summary
progress epoch 53 step 100 image/sec 0.6 remaining 1771m
discrim_loss 0.5983809
gen_loss_GAN 2.4205616
gen_loss_L1 0.2675731
progress epoch 53 step 150 image/sec 0.6 remaining 1770m
discrim_loss 0.6619163
gen_loss_GAN 2.3744028
gen_loss_L1 0.2659775
recording summary
progress epoch 53 step 200 image/sec 0.6 remaining 1768m
discrim_loss 0.6425977
gen_loss_GAN 2.2995856
gen_loss_L1 0.2723169
progress epoch 53 step 250 image/sec 0.6 remaining 1766m
discrim_loss 0.5611528
gen_loss_GAN 2.4066384
gen_loss_L1 0.27428806
recording summary
progress epoch 53 step 300 image/sec 0.6 remaining 1765m
discrim_loss 0.6430839
gen_loss_GAN 2.3665469
gen_loss_L1 0.2692242
progress epoch 53 step 350 image/sec 0.6 remaining 1763m
discrim_loss 0.58739406
gen_loss_GAN 2.4209652
gen_loss_L1 0.27590585
recording summary
progress epoch 53 step 400 image/sec 0.6 remaining 1762m
discrim_loss 0.6188805
gen_loss_GAN 2.4523942
gen_loss_L1 0.27469465
progress epoch 54 step 50 image/sec 0.6 remaining 1760m
discrim_loss 0.61401594
gen_loss_GAN 2.4101324
gen_loss_L1 0.27172214
recording summary
progress epoch 54 step 100 image/sec 0.6 remaining 1759m
discrim_loss 0.6009974
gen_loss_GAN 2.3975966
gen_loss_L1 0.27148002
progress epoch 54 step 150 image/sec 0.6 remaining 1757m
discrim_loss 0.6139818
gen_loss_GAN 2.3547935
gen_loss_L1 0.27027944
recording summary
progress epoch 54 step 200 image/sec 0.6 remaining 1755m
discrim_loss 0.549363
gen_loss_GAN 2.3758178
gen_loss_L1 0.2689003
progress epoch 54 step 250 image/sec 0.6 remaining 1754m
discrim_loss 0.5856274
gen_loss_GAN 2.3327336
gen_loss_L1 0.2697724
recording summary
progress epoch 54 step 300 image/sec 0.6 remaining 1752m
discrim_loss 0.5989833
gen_loss_GAN 2.3251293
gen_loss_L1 0.265688
progress epoch 54 step 350 image/sec 0.6 remaining 1751m
discrim_loss 0.58487594
gen_loss_GAN 2.3542566
gen_loss_L1 0.26647604
recording summary
progress epoch 54 step 400 image/sec 0.6 remaining 1749m
discrim_loss 0.62279123
gen_loss_GAN 2.4829137
gen_loss_L1 0.2689738
progress epoch 55 step 50 image/sec 0.6 remaining 1747m
discrim_loss 0.64085984
gen_loss_GAN 2.3778586
gen_loss_L1 0.26458648
recording summary
progress epoch 55 step 100 image/sec 0.6 remaining 1746m
discrim_loss 0.62625647
gen_loss_GAN 2.4509246
gen_loss_L1 0.26523575
progress epoch 55 step 150 image/sec 0.6 remaining 1744m
discrim_loss 0.61716884
gen_loss_GAN 2.5011292
gen_loss_L1 0.2709894
recording summary
progress epoch 55 step 200 image/sec 0.6 remaining 1743m
discrim_loss 0.63772494
gen_loss_GAN 2.5258863
gen_loss_L1 0.2724785
progress epoch 55 step 250 image/sec 0.6 remaining 1741m
discrim_loss 0.60159284
gen_loss_GAN 2.498659
gen_loss_L1 0.26929325
recording summary
progress epoch 55 step 300 image/sec 0.6 remaining 1740m
discrim_loss 0.60726637
gen_loss_GAN 2.4795938
gen_loss_L1 0.26633716
progress epoch 55 step 350 image/sec 0.6 remaining 1738m
discrim_loss 0.56540465
gen_loss_GAN 2.4621522
gen_loss_L1 0.26267257
recording summary
progress epoch 55 step 400 image/sec 0.6 remaining 1736m
discrim_loss 0.6045461
gen_loss_GAN 2.4573452
gen_loss_L1 0.26544416
progress epoch 56 step 50 image/sec 0.6 remaining 1735m
discrim_loss 0.740612
gen_loss_GAN 2.3560011
gen_loss_L1 0.27251413
recording summary
progress epoch 56 step 100 image/sec 0.6 remaining 1734m
discrim_loss 0.6931057
gen_loss_GAN 2.3313909
gen_loss_L1 0.26927733
progress epoch 56 step 150 image/sec 0.6 remaining 1732m
discrim_loss 0.66719913
gen_loss_GAN 2.3023627
gen_loss_L1 0.26678634
recording summary
progress epoch 56 step 200 image/sec 0.6 remaining 1730m
discrim_loss 0.6094832
gen_loss_GAN 2.397052
gen_loss_L1 0.2665594
progress epoch 56 step 250 image/sec 0.6 remaining 1729m
discrim_loss 0.57505083
gen_loss_GAN 2.4828296
gen_loss_L1 0.26612684
recording summary
progress epoch 56 step 300 image/sec 0.6 remaining 1727m
discrim_loss 0.6815541
gen_loss_GAN 2.413137
gen_loss_L1 0.263769
progress epoch 56 step 350 image/sec 0.6 remaining 1726m
discrim_loss 0.6377107
gen_loss_GAN 2.3996706
gen_loss_L1 0.26581877
recording summary
progress epoch 56 step 400 image/sec 0.6 remaining 1724m
discrim_loss 0.62170494
gen_loss_GAN 2.409937
gen_loss_L1 0.26381785
progress epoch 57 step 50 image/sec 0.6 remaining 1723m
discrim_loss 0.62848437
gen_loss_GAN 2.4400797
gen_loss_L1 0.26460186
recording summary
progress epoch 57 step 100 image/sec 0.6 remaining 1721m
discrim_loss 0.67093575
gen_loss_GAN 2.4253268
gen_loss_L1 0.26361167
progress epoch 57 step 150 image/sec 0.6 remaining 1720m
discrim_loss 0.6153762
gen_loss_GAN 2.394283
gen_loss_L1 0.2612616
recording summary
progress epoch 57 step 200 image/sec 0.6 remaining 1718m
discrim_loss 0.6052263
gen_loss_GAN 2.48498
gen_loss_L1 0.267595
progress epoch 57 step 250 image/sec 0.6 remaining 1716m
discrim_loss 0.6110451
gen_loss_GAN 2.420164
gen_loss_L1 0.2665377
recording summary
progress epoch 57 step 300 image/sec 0.6 remaining 1715m
discrim_loss 0.6136137
gen_loss_GAN 2.40484
gen_loss_L1 0.26575863
progress epoch 57 step 350 image/sec 0.6 remaining 1713m
discrim_loss 0.63840896
gen_loss_GAN 2.3438516
gen_loss_L1 0.26342902
recording summary
progress epoch 57 step 400 image/sec 0.6 remaining 1712m
discrim_loss 0.6215336
gen_loss_GAN 2.3537345
gen_loss_L1 0.2596987
progress epoch 58 step 50 image/sec 0.6 remaining 1710m
discrim_loss 0.58665174
gen_loss_GAN 2.400264
gen_loss_L1 0.26433033
recording summary
progress epoch 58 step 100 image/sec 0.6 remaining 1709m
discrim_loss 0.6035596
gen_loss_GAN 2.302334
gen_loss_L1 0.2644322
progress epoch 58 step 150 image/sec 0.6 remaining 1707m
discrim_loss 0.63777447
gen_loss_GAN 2.3370686
gen_loss_L1 0.26709148
recording summary
progress epoch 58 step 200 image/sec 0.6 remaining 1706m
discrim_loss 0.6689983
gen_loss_GAN 2.365537
gen_loss_L1 0.26576263
progress epoch 58 step 250 image/sec 0.6 remaining 1704m
discrim_loss 0.6505412
gen_loss_GAN 2.3984857
gen_loss_L1 0.2633453
recording summary
progress epoch 58 step 300 image/sec 0.6 remaining 1703m
discrim_loss 0.6253214
gen_loss_GAN 2.4020674
gen_loss_L1 0.26209435
progress epoch 58 step 350 image/sec 0.6 remaining 1701m
discrim_loss 0.5890308
gen_loss_GAN 2.4165936
gen_loss_L1 0.26067066
recording summary
progress epoch 58 step 400 image/sec 0.6 remaining 1699m
discrim_loss 0.59379387
gen_loss_GAN 2.4352257
gen_loss_L1 0.26529565
progress epoch 59 step 50 image/sec 0.6 remaining 1698m
discrim_loss 0.6725789
gen_loss_GAN 2.4349132
gen_loss_L1 0.26101583
recording summary
progress epoch 59 step 100 image/sec 0.6 remaining 1696m
discrim_loss 0.6349039
gen_loss_GAN 2.4265714
gen_loss_L1 0.2560822
progress epoch 59 step 150 image/sec 0.6 remaining 1694m
discrim_loss 0.63333493
gen_loss_GAN 2.4285395
gen_loss_L1 0.25841415
recording summary
progress epoch 59 step 200 image/sec 0.6 remaining 1693m
discrim_loss 0.61396015
gen_loss_GAN 2.4303885
gen_loss_L1 0.262507
progress epoch 59 step 250 image/sec 0.6 remaining 1691m
discrim_loss 0.58428496
gen_loss_GAN 2.4753654
gen_loss_L1 0.269626
recording summary
progress epoch 59 step 300 image/sec 0.6 remaining 1690m
discrim_loss 0.5981632
gen_loss_GAN 2.4304323
gen_loss_L1 0.26804045
progress epoch 59 step 350 image/sec 0.6 remaining 1688m
discrim_loss 0.73853046
gen_loss_GAN 2.4680693
gen_loss_L1 0.2641643
recording summary
progress epoch 59 step 400 image/sec 0.6 remaining 1687m
discrim_loss 0.65050393
gen_loss_GAN 2.4728458
gen_loss_L1 0.26298907
progress epoch 60 step 50 image/sec 0.6 remaining 1685m
discrim_loss 0.6483011
gen_loss_GAN 2.5108614
gen_loss_L1 0.26078027
recording summary
progress epoch 60 step 100 image/sec 0.6 remaining 1684m
discrim_loss 0.62915003
gen_loss_GAN 2.4269404
gen_loss_L1 0.25989184
progress epoch 60 step 150 image/sec 0.6 remaining 1682m
discrim_loss 0.6240987
gen_loss_GAN 2.4340231
gen_loss_L1 0.26056483
recording summary
progress epoch 60 step 200 image/sec 0.6 remaining 1681m
discrim_loss 0.55134046
gen_loss_GAN 2.4366317
gen_loss_L1 0.26264486
progress epoch 60 step 250 image/sec 0.6 remaining 1679m
discrim_loss 0.5214606
gen_loss_GAN 2.4195735
gen_loss_L1 0.26455888
recording summary
progress epoch 60 step 300 image/sec 0.6 remaining 1678m
discrim_loss 0.5251022
gen_loss_GAN 2.4491858
gen_loss_L1 0.26799983
progress epoch 60 step 350 image/sec 0.6 remaining 1676m
discrim_loss 0.59930646
gen_loss_GAN 2.4153738
gen_loss_L1 0.26312232
recording summary
progress epoch 60 step 400 image/sec 0.6 remaining 1674m
discrim_loss 0.57991916
gen_loss_GAN 2.440167
gen_loss_L1 0.26454866
progress epoch 61 step 50 image/sec 0.6 remaining 1673m
discrim_loss 0.6159422
gen_loss_GAN 2.420499
gen_loss_L1 0.2626877
recording summary
progress epoch 61 step 100 image/sec 0.6 remaining 1671m
discrim_loss 0.6519094
gen_loss_GAN 2.382248
gen_loss_L1 0.26487243
progress epoch 61 step 150 image/sec 0.6 remaining 1670m
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gen_loss_GAN 2.3962214
gen_loss_L1 0.2609187
recording summary
progress epoch 61 step 200 image/sec 0.6 remaining 1668m
discrim_loss 0.6470108
gen_loss_GAN 2.4772952
gen_loss_L1 0.25555694
progress epoch 61 step 250 image/sec 0.6 remaining 1667m
discrim_loss 0.6792943
gen_loss_GAN 2.484339
gen_loss_L1 0.258807
recording summary
progress epoch 61 step 300 image/sec 0.6 remaining 1665m
discrim_loss 0.64033276
gen_loss_GAN 2.4738092
gen_loss_L1 0.25813636
progress epoch 61 step 350 image/sec 0.6 remaining 1663m
discrim_loss 0.5946817
gen_loss_GAN 2.4619944
gen_loss_L1 0.25877726
recording summary
progress epoch 61 step 400 image/sec 0.6 remaining 1662m
discrim_loss 0.6374129
gen_loss_GAN 2.4418366
gen_loss_L1 0.2583168
progress epoch 62 step 50 image/sec 0.6 remaining 1660m
discrim_loss 0.5930478
gen_loss_GAN 2.474388
gen_loss_L1 0.26044068
recording summary
progress epoch 62 step 100 image/sec 0.6 remaining 1659m
discrim_loss 0.66932106
gen_loss_GAN 2.4050977
gen_loss_L1 0.25781533
progress epoch 62 step 150 image/sec 0.6 remaining 1657m
discrim_loss 0.6422199
gen_loss_GAN 2.3803513
gen_loss_L1 0.2549063
recording summary
progress epoch 62 step 200 image/sec 0.6 remaining 1656m
discrim_loss 0.6355934
gen_loss_GAN 2.3706155
gen_loss_L1 0.25634322
progress epoch 62 step 250 image/sec 0.6 remaining 1654m
discrim_loss 0.57806784
gen_loss_GAN 2.4978828
gen_loss_L1 0.2610203
recording summary
progress epoch 62 step 300 image/sec 0.6 remaining 1653m
discrim_loss 0.54181516
gen_loss_GAN 2.5046222
gen_loss_L1 0.2666825
progress epoch 62 step 350 image/sec 0.6 remaining 1651m
discrim_loss 0.52110577
gen_loss_GAN 2.5228791
gen_loss_L1 0.26180688
recording summary
progress epoch 62 step 400 image/sec 0.6 remaining 1650m
discrim_loss 0.5388979
gen_loss_GAN 2.5170658
gen_loss_L1 0.2611344
progress epoch 63 step 50 image/sec 0.6 remaining 1648m
discrim_loss 0.5353421
gen_loss_GAN 2.55913
gen_loss_L1 0.26318946
recording summary
progress epoch 63 step 100 image/sec 0.6 remaining 1646m
discrim_loss 0.50958455
gen_loss_GAN 2.5636737
gen_loss_L1 0.25864416
progress epoch 63 step 150 image/sec 0.6 remaining 1645m
discrim_loss 0.59627867
gen_loss_GAN 2.5501773
gen_loss_L1 0.25887752
recording summary
progress epoch 63 step 200 image/sec 0.6 remaining 1643m
discrim_loss 0.5646251
gen_loss_GAN 2.6166408
gen_loss_L1 0.25782207
saving model
progress epoch 63 step 250 image/sec 0.6 remaining 1642m
discrim_loss 0.6205986
gen_loss_GAN 2.5200574
gen_loss_L1 0.25619298
recording summary
progress epoch 63 step 300 image/sec 0.6 remaining 1640m
discrim_loss 0.6367371
gen_loss_GAN 2.4556713
gen_loss_L1 0.25904408
progress epoch 63 step 350 image/sec 0.6 remaining 1639m
discrim_loss 0.71583647
gen_loss_GAN 2.38668
gen_loss_L1 0.25617766
recording summary
progress epoch 63 step 400 image/sec 0.6 remaining 1637m
discrim_loss 0.6658639
gen_loss_GAN 2.4278152
gen_loss_L1 0.2552232
progress epoch 64 step 50 image/sec 0.6 remaining 1635m
discrim_loss 0.6321512
gen_loss_GAN 2.4225953
gen_loss_L1 0.25721556
recording summary
progress epoch 64 step 100 image/sec 0.6 remaining 1634m
discrim_loss 0.6084487
gen_loss_GAN 2.4024217
gen_loss_L1 0.25319883
progress epoch 64 step 150 image/sec 0.6 remaining 1632m
discrim_loss 0.6166081
gen_loss_GAN 2.443633
gen_loss_L1 0.25896165
recording summary
progress epoch 64 step 200 image/sec 0.6 remaining 1631m
discrim_loss 0.62623596
gen_loss_GAN 2.4743392
gen_loss_L1 0.2553109
progress epoch 64 step 250 image/sec 0.6 remaining 1629m
discrim_loss 0.5712737
gen_loss_GAN 2.4799738
gen_loss_L1 0.2576716
recording summary
progress epoch 64 step 300 image/sec 0.6 remaining 1627m
discrim_loss 0.59645873
gen_loss_GAN 2.4362798
gen_loss_L1 0.25469938
progress epoch 64 step 350 image/sec 0.6 remaining 1626m
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gen_loss_GAN 2.6085021
gen_loss_L1 0.2582955
recording summary
progress epoch 64 step 400 image/sec 0.6 remaining 1624m
discrim_loss 0.6115386
gen_loss_GAN 2.5781925
gen_loss_L1 0.25095418
progress epoch 65 step 50 image/sec 0.6 remaining 1623m
discrim_loss 0.5463535
gen_loss_GAN 2.6831648
gen_loss_L1 0.25002894
recording summary
progress epoch 65 step 100 image/sec 0.6 remaining 1621m
discrim_loss 0.5944813
gen_loss_GAN 2.571625
gen_loss_L1 0.2471028
progress epoch 65 step 150 image/sec 0.6 remaining 1620m
discrim_loss 0.6838638
gen_loss_GAN 2.5593143
gen_loss_L1 0.25305054
recording summary
progress epoch 65 step 200 image/sec 0.6 remaining 1618m
discrim_loss 0.66826683
gen_loss_GAN 2.5229511
gen_loss_L1 0.25066575
progress epoch 65 step 250 image/sec 0.6 remaining 1617m
discrim_loss 0.6577228
gen_loss_GAN 2.4628854
gen_loss_L1 0.25038183
recording summary
progress epoch 65 step 300 image/sec 0.6 remaining 1615m
discrim_loss 0.58627045
gen_loss_GAN 2.5237586
gen_loss_L1 0.25063503
progress epoch 65 step 350 image/sec 0.6 remaining 1613m
discrim_loss 0.59157914
gen_loss_GAN 2.4895406
gen_loss_L1 0.25125918
recording summary
progress epoch 65 step 400 image/sec 0.6 remaining 1612m
discrim_loss 0.60281813
gen_loss_GAN 2.5218022
gen_loss_L1 0.25483558
progress epoch 66 step 50 image/sec 0.6 remaining 1610m
discrim_loss 0.6512197
gen_loss_GAN 2.4908307
gen_loss_L1 0.25049666
recording summary
progress epoch 66 step 100 image/sec 0.6 remaining 1609m
discrim_loss 0.6553656
gen_loss_GAN 2.4808435
gen_loss_L1 0.24438132
progress epoch 66 step 150 image/sec 0.6 remaining 1607m
discrim_loss 0.59402853
gen_loss_GAN 2.536505
gen_loss_L1 0.25273937
recording summary
progress epoch 66 step 200 image/sec 0.6 remaining 1605m
discrim_loss 0.60270983
gen_loss_GAN 2.5612154
gen_loss_L1 0.2564463
progress epoch 66 step 250 image/sec 0.6 remaining 1604m
discrim_loss 0.5967778
gen_loss_GAN 2.6089823
gen_loss_L1 0.25221542
recording summary
progress epoch 66 step 300 image/sec 0.6 remaining 1602m
discrim_loss 0.56168157
gen_loss_GAN 2.6003983
gen_loss_L1 0.25075743
progress epoch 66 step 350 image/sec 0.6 remaining 1601m
discrim_loss 0.5108189
gen_loss_GAN 2.5619545
gen_loss_L1 0.2564689
recording summary
progress epoch 66 step 400 image/sec 0.6 remaining 1599m
discrim_loss 0.49608016
gen_loss_GAN 2.5676644
gen_loss_L1 0.25982624
progress epoch 67 step 50 image/sec 0.6 remaining 1598m
discrim_loss 0.5635994
gen_loss_GAN 2.477298
gen_loss_L1 0.25689015
recording summary
progress epoch 67 step 100 image/sec 0.6 remaining 1596m
discrim_loss 0.59645885
gen_loss_GAN 2.397205
gen_loss_L1 0.25689548
progress epoch 67 step 150 image/sec 0.6 remaining 1594m
discrim_loss 0.63793623
gen_loss_GAN 2.5328197
gen_loss_L1 0.25509351
recording summary
progress epoch 67 step 200 image/sec 0.6 remaining 1593m
discrim_loss 0.6414024
gen_loss_GAN 2.4731958
gen_loss_L1 0.2544778
progress epoch 67 step 250 image/sec 0.6 remaining 1591m
discrim_loss 0.5997418
gen_loss_GAN 2.5086408
gen_loss_L1 0.25122678
recording summary
progress epoch 67 step 300 image/sec 0.6 remaining 1590m
discrim_loss 0.5739826
gen_loss_GAN 2.5469668
gen_loss_L1 0.25277883
progress epoch 67 step 350 image/sec 0.6 remaining 1588m
discrim_loss 0.5350063
gen_loss_GAN 2.5603032
gen_loss_L1 0.25233588
recording summary
progress epoch 67 step 400 image/sec 0.6 remaining 1587m
discrim_loss 0.563199
gen_loss_GAN 2.5700207
gen_loss_L1 0.25639433
progress epoch 68 step 50 image/sec 0.6 remaining 1585m
discrim_loss 0.5808302
gen_loss_GAN 2.5896919
gen_loss_L1 0.25558046
recording summary
progress epoch 68 step 100 image/sec 0.6 remaining 1584m
discrim_loss 0.59386575
gen_loss_GAN 2.5735962
gen_loss_L1 0.25206468
progress epoch 68 step 150 image/sec 0.6 remaining 1582m
discrim_loss 0.57197505
gen_loss_GAN 2.517329
gen_loss_L1 0.25378087
recording summary
progress epoch 68 step 200 image/sec 0.6 remaining 1581m
discrim_loss 0.6079493
gen_loss_GAN 2.5799773
gen_loss_L1 0.25171256
progress epoch 68 step 250 image/sec 0.6 remaining 1580m
discrim_loss 0.5979939
gen_loss_GAN 2.5650556
gen_loss_L1 0.2521287
recording summary
progress epoch 68 step 300 image/sec 0.6 remaining 1578m
discrim_loss 0.69634795
gen_loss_GAN 2.5651412
gen_loss_L1 0.24908702
progress epoch 68 step 350 image/sec 0.6 remaining 1577m
discrim_loss 0.66346234
gen_loss_GAN 2.5477078
gen_loss_L1 0.2503988
recording summary
progress epoch 68 step 400 image/sec 0.6 remaining 1576m
discrim_loss 0.6212668
gen_loss_GAN 2.5106184
gen_loss_L1 0.24988455
progress epoch 69 step 50 image/sec 0.6 remaining 1575m
discrim_loss 0.5742299
gen_loss_GAN 2.514942
gen_loss_L1 0.24927422
recording summary
progress epoch 69 step 100 image/sec 0.6 remaining 1574m
discrim_loss 0.5619302
gen_loss_GAN 2.603218
gen_loss_L1 0.24846275
progress epoch 69 step 150 image/sec 0.6 remaining 1572m
discrim_loss 0.59469813
gen_loss_GAN 2.5414598
gen_loss_L1 0.24637955
recording summary
progress epoch 69 step 200 image/sec 0.6 remaining 1571m
discrim_loss 0.55960226
gen_loss_GAN 2.6521907
gen_loss_L1 0.24800733
progress epoch 69 step 250 image/sec 0.6 remaining 1569m
discrim_loss 0.5467005
gen_loss_GAN 2.5734265
gen_loss_L1 0.248861
recording summary
progress epoch 69 step 300 image/sec 0.6 remaining 1567m
discrim_loss 0.5709807
gen_loss_GAN 2.577413
gen_loss_L1 0.24800059
progress epoch 69 step 350 image/sec 0.6 remaining 1566m
discrim_loss 0.548303
gen_loss_GAN 2.5917356
gen_loss_L1 0.24932301
recording summary
progress epoch 69 step 400 image/sec 0.6 remaining 1564m
discrim_loss 0.58581066
gen_loss_GAN 2.653808
gen_loss_L1 0.24836397
progress epoch 70 step 50 image/sec 0.6 remaining 1563m
discrim_loss 0.53838086
gen_loss_GAN 2.5906932
gen_loss_L1 0.2524951
recording summary
progress epoch 70 step 100 image/sec 0.6 remaining 1561m
discrim_loss 0.5684622
gen_loss_GAN 2.6192641
gen_loss_L1 0.24833153
progress epoch 70 step 150 image/sec 0.6 remaining 1560m
discrim_loss 0.5766144
gen_loss_GAN 2.5725534
gen_loss_L1 0.24928096
recording summary
progress epoch 70 step 200 image/sec 0.6 remaining 1558m
discrim_loss 0.6611745
gen_loss_GAN 2.521225
gen_loss_L1 0.24313135
progress epoch 70 step 250 image/sec 0.6 remaining 1556m
discrim_loss 0.6897061
gen_loss_GAN 2.4631214
gen_loss_L1 0.24664877
recording summary
progress epoch 70 step 300 image/sec 0.6 remaining 1555m
discrim_loss 0.6015134
gen_loss_GAN 2.5476332
gen_loss_L1 0.24977724
progress epoch 70 step 350 image/sec 0.6 remaining 1553m
discrim_loss 0.5752367
gen_loss_GAN 2.5863125
gen_loss_L1 0.25322998
recording summary
progress epoch 70 step 400 image/sec 0.6 remaining 1552m
discrim_loss 0.5373659
gen_loss_GAN 2.614049
gen_loss_L1 0.2514535
progress epoch 71 step 50 image/sec 0.6 remaining 1550m
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gen_loss_GAN 2.5486717
gen_loss_L1 0.25233603
recording summary
progress epoch 71 step 100 image/sec 0.6 remaining 1549m
discrim_loss 0.54790926
gen_loss_GAN 2.470844
gen_loss_L1 0.2528752
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gen_loss_GAN 2.50035
gen_loss_L1 0.25459942
recording summary
progress epoch 71 step 200 image/sec 0.6 remaining 1546m
discrim_loss 0.5254695
gen_loss_GAN 2.4807222
gen_loss_L1 0.25360456
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discrim_loss 0.56319374
gen_loss_GAN 2.5347557
gen_loss_L1 0.25248677
recording summary
progress epoch 71 step 300 image/sec 0.6 remaining 1543m
discrim_loss 0.5885939
gen_loss_GAN 2.5803006
gen_loss_L1 0.25252125
progress epoch 71 step 350 image/sec 0.6 remaining 1541m
discrim_loss 0.65652996
gen_loss_GAN 2.5041292
gen_loss_L1 0.24658307
recording summary
progress epoch 71 step 400 image/sec 0.6 remaining 1540m
discrim_loss 0.5994839
gen_loss_GAN 2.5511773
gen_loss_L1 0.24335344
progress epoch 72 step 50 image/sec 0.6 remaining 1538m
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gen_loss_GAN 2.550504
gen_loss_L1 0.24580464
recording summary
progress epoch 72 step 100 image/sec 0.6 remaining 1537m
discrim_loss 0.5541075
gen_loss_GAN 2.617942
gen_loss_L1 0.24892522
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gen_loss_GAN 2.624713
gen_loss_L1 0.24862088
recording summary
progress epoch 72 step 200 image/sec 0.6 remaining 1533m
discrim_loss 0.64385444
gen_loss_GAN 2.61742
gen_loss_L1 0.25115842
progress epoch 72 step 250 image/sec 0.6 remaining 1532m
discrim_loss 0.6295958
gen_loss_GAN 2.5074356
gen_loss_L1 0.24741036
recording summary
progress epoch 72 step 300 image/sec 0.6 remaining 1530m
discrim_loss 0.58799464
gen_loss_GAN 2.5714018
gen_loss_L1 0.24608028
progress epoch 72 step 350 image/sec 0.6 remaining 1529m
discrim_loss 0.5424951
gen_loss_GAN 2.6025782
gen_loss_L1 0.24423586
recording summary
progress epoch 72 step 400 image/sec 0.6 remaining 1527m
discrim_loss 0.5961389
gen_loss_GAN 2.6724007
gen_loss_L1 0.24373747
progress epoch 73 step 50 image/sec 0.6 remaining 1526m
discrim_loss 0.57368594
gen_loss_GAN 2.6695392
gen_loss_L1 0.24190333
recording summary
progress epoch 73 step 100 image/sec 0.6 remaining 1524m
discrim_loss 0.6224856
gen_loss_GAN 2.580343
gen_loss_L1 0.24452522
progress epoch 73 step 150 image/sec 0.6 remaining 1523m
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gen_loss_GAN 2.5734148
gen_loss_L1 0.2443609
recording summary
progress epoch 73 step 200 image/sec 0.6 remaining 1521m
discrim_loss 0.59568304
gen_loss_GAN 2.6653955
gen_loss_L1 0.24695884
progress epoch 73 step 250 image/sec 0.6 remaining 1519m
discrim_loss 0.5478634
gen_loss_GAN 2.6613915
gen_loss_L1 0.24779256
recording summary
progress epoch 73 step 300 image/sec 0.6 remaining 1518m
discrim_loss 0.6105294
gen_loss_GAN 2.6365917
gen_loss_L1 0.24693654
progress epoch 73 step 350 image/sec 0.6 remaining 1516m
discrim_loss 0.60800517
gen_loss_GAN 2.6855414
gen_loss_L1 0.24919723
recording summary
progress epoch 73 step 400 image/sec 0.6 remaining 1515m
discrim_loss 0.6208638
gen_loss_GAN 2.633647
gen_loss_L1 0.24720894
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discrim_loss 0.6462227
gen_loss_GAN 2.6271646
gen_loss_L1 0.24793518
recording summary
progress epoch 74 step 100 image/sec 0.6 remaining 1512m
discrim_loss 0.5811511
gen_loss_GAN 2.6845036
gen_loss_L1 0.2465318
progress epoch 74 step 150 image/sec 0.6 remaining 1510m
discrim_loss 0.5729359
gen_loss_GAN 2.6617007
gen_loss_L1 0.24603273
recording summary
progress epoch 74 step 200 image/sec 0.6 remaining 1508m
discrim_loss 0.55828995
gen_loss_GAN 2.596383
gen_loss_L1 0.25070566
progress epoch 74 step 250 image/sec 0.6 remaining 1507m
discrim_loss 0.5866583
gen_loss_GAN 2.5450158
gen_loss_L1 0.24555466
recording summary
progress epoch 74 step 300 image/sec 0.6 remaining 1505m
discrim_loss 0.59715295
gen_loss_GAN 2.569201
gen_loss_L1 0.24615583
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gen_loss_GAN 2.569473
gen_loss_L1 0.24634467
recording summary
progress epoch 74 step 400 image/sec 0.6 remaining 1502m
discrim_loss 0.6093156
gen_loss_GAN 2.5708423
gen_loss_L1 0.24900857
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discrim_loss 0.5709243
gen_loss_GAN 2.5826569
gen_loss_L1 0.25521
recording summary
progress epoch 75 step 100 image/sec 0.6 remaining 1499m
discrim_loss 0.59011483
gen_loss_GAN 2.5379744
gen_loss_L1 0.24633124
progress epoch 75 step 150 image/sec 0.6 remaining 1498m
discrim_loss 0.57936496
gen_loss_GAN 2.5567875
gen_loss_L1 0.2402923
recording summary
progress epoch 75 step 200 image/sec 0.6 remaining 1496m
discrim_loss 0.5518835
gen_loss_GAN 2.6797936
gen_loss_L1 0.24600746
progress epoch 75 step 250 image/sec 0.6 remaining 1494m
discrim_loss 0.5121256
gen_loss_GAN 2.6062706
gen_loss_L1 0.24646391
recording summary
progress epoch 75 step 300 image/sec 0.6 remaining 1493m
discrim_loss 0.5519836
gen_loss_GAN 2.5293736
gen_loss_L1 0.24379513
progress epoch 75 step 350 image/sec 0.6 remaining 1491m
discrim_loss 0.556187
gen_loss_GAN 2.576974
gen_loss_L1 0.24771407
recording summary
progress epoch 75 step 400 image/sec 0.6 remaining 1490m
discrim_loss 0.58716124
gen_loss_GAN 2.5379696
gen_loss_L1 0.24796025
saving model
progress epoch 76 step 50 image/sec 0.6 remaining 1488m
discrim_loss 0.57925457
gen_loss_GAN 2.591836
gen_loss_L1 0.24439088
recording summary
progress epoch 76 step 100 image/sec 0.6 remaining 1487m
discrim_loss 0.6356791
gen_loss_GAN 2.6052163
gen_loss_L1 0.2468676
progress epoch 76 step 150 image/sec 0.6 remaining 1485m
discrim_loss 0.61533713
gen_loss_GAN 2.5846407
gen_loss_L1 0.24767481
recording summary
progress epoch 76 step 200 image/sec 0.6 remaining 1484m
discrim_loss 0.63702023
gen_loss_GAN 2.5438628
gen_loss_L1 0.244759
progress epoch 76 step 250 image/sec 0.6 remaining 1482m
discrim_loss 0.601467
gen_loss_GAN 2.5044427
gen_loss_L1 0.24121109
recording summary
progress epoch 76 step 300 image/sec 0.6 remaining 1481m
discrim_loss 0.573795
gen_loss_GAN 2.5288744
gen_loss_L1 0.24277169
progress epoch 76 step 350 image/sec 0.6 remaining 1480m
discrim_loss 0.61574054
gen_loss_GAN 2.5333455
gen_loss_L1 0.24396409
recording summary
progress epoch 76 step 400 image/sec 0.6 remaining 1478m
discrim_loss 0.56124705
gen_loss_GAN 2.573938
gen_loss_L1 0.24677706
progress epoch 77 step 50 image/sec 0.6 remaining 1477m
discrim_loss 0.56962585
gen_loss_GAN 2.5627422
gen_loss_L1 0.2472693
recording summary
progress epoch 77 step 100 image/sec 0.6 remaining 1476m
discrim_loss 0.5602828
gen_loss_GAN 2.6249669
gen_loss_L1 0.24426746
progress epoch 77 step 150 image/sec 0.6 remaining 1474m
discrim_loss 0.58393747
gen_loss_GAN 2.562799
gen_loss_L1 0.24753487
recording summary
progress epoch 77 step 200 image/sec 0.6 remaining 1473m
discrim_loss 0.5940958
gen_loss_GAN 2.5941687
gen_loss_L1 0.24669164
progress epoch 77 step 250 image/sec 0.6 remaining 1472m
discrim_loss 0.5766754
gen_loss_GAN 2.6145787
gen_loss_L1 0.24389587
recording summary
progress epoch 77 step 300 image/sec 0.6 remaining 1471m
discrim_loss 0.53944963
gen_loss_GAN 2.546052
gen_loss_L1 0.2446461
progress epoch 77 step 350 image/sec 0.6 remaining 1469m
discrim_loss 0.53817695
gen_loss_GAN 2.5267649
gen_loss_L1 0.24365024
recording summary
progress epoch 77 step 400 image/sec 0.6 remaining 1468m
discrim_loss 0.61974543
gen_loss_GAN 2.5474627
gen_loss_L1 0.23862612
progress epoch 78 step 50 image/sec 0.6 remaining 1466m
discrim_loss 0.5460584
gen_loss_GAN 2.6241
gen_loss_L1 0.23646043
recording summary
progress epoch 78 step 100 image/sec 0.6 remaining 1465m
discrim_loss 0.53074324
gen_loss_GAN 2.5605726
gen_loss_L1 0.24141724
progress epoch 78 step 150 image/sec 0.6 remaining 1463m
discrim_loss 0.61869687
gen_loss_GAN 2.5647562
gen_loss_L1 0.24026005
recording summary
progress epoch 78 step 200 image/sec 0.6 remaining 1461m
discrim_loss 0.5639883
gen_loss_GAN 2.533369
gen_loss_L1 0.24106498
progress epoch 78 step 250 image/sec 0.6 remaining 1460m
discrim_loss 0.5168297
gen_loss_GAN 2.5150537
gen_loss_L1 0.24235943
recording summary
progress epoch 78 step 300 image/sec 0.6 remaining 1458m
discrim_loss 0.5535286
gen_loss_GAN 2.5993497
gen_loss_L1 0.24374756
progress epoch 78 step 350 image/sec 0.6 remaining 1457m
discrim_loss 0.5429221
gen_loss_GAN 2.5306697
gen_loss_L1 0.24702995
recording summary
progress epoch 78 step 400 image/sec 0.6 remaining 1455m
discrim_loss 0.53609383
gen_loss_GAN 2.5103092
gen_loss_L1 0.2496707
progress epoch 79 step 50 image/sec 0.6 remaining 1454m
discrim_loss 0.5178952
gen_loss_GAN 2.5672686
gen_loss_L1 0.24546303
recording summary
progress epoch 79 step 100 image/sec 0.6 remaining 1452m
discrim_loss 0.5238282
gen_loss_GAN 2.5852718
gen_loss_L1 0.24325334
progress epoch 79 step 150 image/sec 0.6 remaining 1451m
discrim_loss 0.692177
gen_loss_GAN 2.655075
gen_loss_L1 0.24188663
recording summary
progress epoch 79 step 200 image/sec 0.6 remaining 1449m
discrim_loss 0.6506375
gen_loss_GAN 2.608739
gen_loss_L1 0.24176584
progress epoch 79 step 250 image/sec 0.6 remaining 1447m
discrim_loss 0.60505545
gen_loss_GAN 2.6156805
gen_loss_L1 0.24119197
recording summary
progress epoch 79 step 300 image/sec 0.6 remaining 1446m
discrim_loss 0.6130996
gen_loss_GAN 2.6438925
gen_loss_L1 0.2386862
progress epoch 79 step 350 image/sec 0.6 remaining 1444m
discrim_loss 0.616309
gen_loss_GAN 2.5525427
gen_loss_L1 0.2396932
recording summary
progress epoch 79 step 400 image/sec 0.6 remaining 1443m
discrim_loss 0.659048
gen_loss_GAN 2.5440629
gen_loss_L1 0.24325371
progress epoch 80 step 50 image/sec 0.6 remaining 1441m
discrim_loss 0.6817553
gen_loss_GAN 2.5429285
gen_loss_L1 0.24129707
recording summary
progress epoch 80 step 100 image/sec 0.6 remaining 1440m
discrim_loss 0.6203214
gen_loss_GAN 2.552688
gen_loss_L1 0.23565839
progress epoch 80 step 150 image/sec 0.6 remaining 1438m
discrim_loss 0.54005176
gen_loss_GAN 2.6698534
gen_loss_L1 0.23890461
recording summary
progress epoch 80 step 200 image/sec 0.6 remaining 1436m
discrim_loss 0.5126615
gen_loss_GAN 2.6800044
gen_loss_L1 0.23825002
progress epoch 80 step 250 image/sec 0.6 remaining 1435m
discrim_loss 0.52980673
gen_loss_GAN 2.653489
gen_loss_L1 0.24176562
recording summary
progress epoch 80 step 300 image/sec 0.6 remaining 1433m
discrim_loss 0.54176396
gen_loss_GAN 2.5867705
gen_loss_L1 0.24208689
progress epoch 80 step 350 image/sec 0.6 remaining 1432m
discrim_loss 0.5750351
gen_loss_GAN 2.6720707
gen_loss_L1 0.23801532
recording summary
progress epoch 80 step 400 image/sec 0.6 remaining 1430m
discrim_loss 0.58671266
gen_loss_GAN 2.6872208
gen_loss_L1 0.2419456
progress epoch 81 step 50 image/sec 0.6 remaining 1429m
discrim_loss 0.55706334
gen_loss_GAN 2.6781657
gen_loss_L1 0.24382862
recording summary
progress epoch 81 step 100 image/sec 0.6 remaining 1427m
discrim_loss 0.5566592
gen_loss_GAN 2.716859
gen_loss_L1 0.24300231
progress epoch 81 step 150 image/sec 0.6 remaining 1426m
discrim_loss 0.68860346
gen_loss_GAN 2.6459298
gen_loss_L1 0.2404828
recording summary
progress epoch 81 step 200 image/sec 0.6 remaining 1424m
discrim_loss 0.6315409
gen_loss_GAN 2.6429749
gen_loss_L1 0.24157657
progress epoch 81 step 250 image/sec 0.6 remaining 1423m
discrim_loss 0.67454404
gen_loss_GAN 2.6220586
gen_loss_L1 0.23890066
recording summary
progress epoch 81 step 300 image/sec 0.6 remaining 1421m
discrim_loss 0.62147826
gen_loss_GAN 2.5643375
gen_loss_L1 0.2376774
progress epoch 81 step 350 image/sec 0.6 remaining 1419m
discrim_loss 0.6977478
gen_loss_GAN 2.5569437
gen_loss_L1 0.23938388
recording summary
progress epoch 81 step 400 image/sec 0.6 remaining 1418m
discrim_loss 0.60768914
gen_loss_GAN 2.651963
gen_loss_L1 0.24180055
progress epoch 82 step 50 image/sec 0.6 remaining 1416m
discrim_loss 0.6178065
gen_loss_GAN 2.6093142
gen_loss_L1 0.23925656
recording summary
progress epoch 82 step 100 image/sec 0.6 remaining 1415m
discrim_loss 0.5729645
gen_loss_GAN 2.6012127
gen_loss_L1 0.23750332
progress epoch 82 step 150 image/sec 0.6 remaining 1413m
discrim_loss 0.56419754
gen_loss_GAN 2.5606477
gen_loss_L1 0.23835422
recording summary
progress epoch 82 step 200 image/sec 0.6 remaining 1412m
discrim_loss 0.5735222
gen_loss_GAN 2.5730402
gen_loss_L1 0.23668392
progress epoch 82 step 250 image/sec 0.6 remaining 1410m
discrim_loss 0.57851344
gen_loss_GAN 2.5487208
gen_loss_L1 0.23825607
recording summary
progress epoch 82 step 300 image/sec 0.6 remaining 1409m
discrim_loss 0.5793757
gen_loss_GAN 2.6226392
gen_loss_L1 0.2422748
progress epoch 82 step 350 image/sec 0.6 remaining 1407m
discrim_loss 0.5872013
gen_loss_GAN 2.5746686
gen_loss_L1 0.23733075
recording summary
progress epoch 82 step 400 image/sec 0.6 remaining 1406m
discrim_loss 0.54405016
gen_loss_GAN 2.558314
gen_loss_L1 0.23612152
progress epoch 83 step 50 image/sec 0.6 remaining 1404m
discrim_loss 0.5399695
gen_loss_GAN 2.5492642
gen_loss_L1 0.23637213
recording summary
progress epoch 83 step 100 image/sec 0.6 remaining 1402m
discrim_loss 0.57372415
gen_loss_GAN 2.5688887
gen_loss_L1 0.2386133
progress epoch 83 step 150 image/sec 0.6 remaining 1401m
discrim_loss 0.52918285
gen_loss_GAN 2.6210866
gen_loss_L1 0.23473291
recording summary
progress epoch 83 step 200 image/sec 0.6 remaining 1399m
discrim_loss 0.6049525
gen_loss_GAN 2.6137133
gen_loss_L1 0.23800263
progress epoch 83 step 250 image/sec 0.6 remaining 1398m
discrim_loss 0.62397766
gen_loss_GAN 2.6642134
gen_loss_L1 0.23780005
recording summary
progress epoch 83 step 300 image/sec 0.6 remaining 1396m
discrim_loss 0.62454575
gen_loss_GAN 2.6808808
gen_loss_L1 0.23988023
progress epoch 83 step 350 image/sec 0.6 remaining 1395m
discrim_loss 0.6218744
gen_loss_GAN 2.6555023
gen_loss_L1 0.23428108
recording summary
progress epoch 83 step 400 image/sec 0.6 remaining 1393m
discrim_loss 0.5941718
gen_loss_GAN 2.5542996
gen_loss_L1 0.23193538
progress epoch 84 step 50 image/sec 0.6 remaining 1392m
discrim_loss 0.5709711
gen_loss_GAN 2.5445602
gen_loss_L1 0.23137338
recording summary
progress epoch 84 step 100 image/sec 0.6 remaining 1390m
discrim_loss 0.59186953
gen_loss_GAN 2.6016355
gen_loss_L1 0.2330496
progress epoch 84 step 150 image/sec 0.6 remaining 1388m
discrim_loss 0.57265353
gen_loss_GAN 2.555688
gen_loss_L1 0.23750776
recording summary
progress epoch 84 step 200 image/sec 0.6 remaining 1387m
discrim_loss 0.61000735
gen_loss_GAN 2.6034715
gen_loss_L1 0.23448929
progress epoch 84 step 250 image/sec 0.6 remaining 1385m
discrim_loss 0.6081639
gen_loss_GAN 2.6519556
gen_loss_L1 0.23340034
recording summary
progress epoch 84 step 300 image/sec 0.6 remaining 1384m
discrim_loss 0.59519154
gen_loss_GAN 2.651594
gen_loss_L1 0.23390053
progress epoch 84 step 350 image/sec 0.6 remaining 1382m
discrim_loss 0.57235825
gen_loss_GAN 2.6288695
gen_loss_L1 0.2390914
recording summary
progress epoch 84 step 400 image/sec 0.6 remaining 1381m
discrim_loss 0.5624993
gen_loss_GAN 2.5977304
gen_loss_L1 0.24367233
progress epoch 85 step 50 image/sec 0.6 remaining 1379m
discrim_loss 0.5231425
gen_loss_GAN 2.600902
gen_loss_L1 0.24061193
recording summary
progress epoch 85 step 100 image/sec 0.6 remaining 1378m
discrim_loss 0.522642
gen_loss_GAN 2.5993512
gen_loss_L1 0.23795858
progress epoch 85 step 150 image/sec 0.6 remaining 1376m
discrim_loss 0.52325994
gen_loss_GAN 2.6728823
gen_loss_L1 0.2364655
recording summary
progress epoch 85 step 200 image/sec 0.6 remaining 1375m
discrim_loss 0.46474487
gen_loss_GAN 2.6912968
gen_loss_L1 0.24244206
progress epoch 85 step 250 image/sec 0.6 remaining 1373m
discrim_loss 0.5164286
gen_loss_GAN 2.550906
gen_loss_L1 0.23707177
recording summary
progress epoch 85 step 300 image/sec 0.6 remaining 1371m
discrim_loss 0.49943596
gen_loss_GAN 2.5868595
gen_loss_L1 0.23285238
progress epoch 85 step 350 image/sec 0.6 remaining 1370m
discrim_loss 0.57449085
gen_loss_GAN 2.6590807
gen_loss_L1 0.24020872
recording summary
progress epoch 85 step 400 image/sec 0.6 remaining 1368m
discrim_loss 0.60274655
gen_loss_GAN 2.629486
gen_loss_L1 0.237805
progress epoch 86 step 50 image/sec 0.6 remaining 1367m
discrim_loss 0.5703657
gen_loss_GAN 2.6297817
gen_loss_L1 0.23670496
recording summary
progress epoch 86 step 100 image/sec 0.6 remaining 1365m
discrim_loss 0.5574846
gen_loss_GAN 2.6267078
gen_loss_L1 0.23737259
progress epoch 86 step 150 image/sec 0.6 remaining 1364m
discrim_loss 0.5912792
gen_loss_GAN 2.643114
gen_loss_L1 0.23557451
recording summary
progress epoch 86 step 200 image/sec 0.6 remaining 1362m
discrim_loss 0.5160685
gen_loss_GAN 2.667947
gen_loss_L1 0.23586138
progress epoch 86 step 250 image/sec 0.6 remaining 1361m
discrim_loss 0.54998374
gen_loss_GAN 2.712591
gen_loss_L1 0.23218435
recording summary
progress epoch 86 step 300 image/sec 0.6 remaining 1359m
discrim_loss 0.58803815
gen_loss_GAN 2.683685
gen_loss_L1 0.23320678
progress epoch 86 step 350 image/sec 0.6 remaining 1358m
discrim_loss 0.5517263
gen_loss_GAN 2.704222
gen_loss_L1 0.2325958
recording summary
progress epoch 86 step 400 image/sec 0.6 remaining 1356m
discrim_loss 0.5354734
gen_loss_GAN 2.6038885
gen_loss_L1 0.23507047
progress epoch 87 step 50 image/sec 0.6 remaining 1354m
discrim_loss 0.5829885
gen_loss_GAN 2.5887423
gen_loss_L1 0.23523591
recording summary
progress epoch 87 step 100 image/sec 0.6 remaining 1353m
discrim_loss 0.5648078
gen_loss_GAN 2.6080792
gen_loss_L1 0.2316195
progress epoch 87 step 150 image/sec 0.6 remaining 1351m
discrim_loss 0.5949231
gen_loss_GAN 2.6299732
gen_loss_L1 0.23200852
recording summary
progress epoch 87 step 200 image/sec 0.6 remaining 1350m
discrim_loss 0.5907966
gen_loss_GAN 2.5883815
gen_loss_L1 0.23687859
progress epoch 87 step 250 image/sec 0.6 remaining 1348m
discrim_loss 0.5653454
gen_loss_GAN 2.5474873
gen_loss_L1 0.23104863
recording summary
progress epoch 87 step 300 image/sec 0.6 remaining 1347m
discrim_loss 0.5946577
gen_loss_GAN 2.6278872
gen_loss_L1 0.23429708
progress epoch 87 step 350 image/sec 0.6 remaining 1345m
discrim_loss 0.6225945
gen_loss_GAN 2.705488
gen_loss_L1 0.2366065
recording summary
progress epoch 87 step 400 image/sec 0.6 remaining 1344m
discrim_loss 0.63188165
gen_loss_GAN 2.6055863
gen_loss_L1 0.2334838
progress epoch 88 step 50 image/sec 0.6 remaining 1342m
discrim_loss 0.6403701
gen_loss_GAN 2.6695175
gen_loss_L1 0.23193325
recording summary
progress epoch 88 step 100 image/sec 0.6 remaining 1341m
discrim_loss 0.5979115
gen_loss_GAN 2.7181535
gen_loss_L1 0.23321415
progress epoch 88 step 150 image/sec 0.6 remaining 1339m
discrim_loss 0.5490884
gen_loss_GAN 2.6648622
gen_loss_L1 0.22797295
recording summary
progress epoch 88 step 200 image/sec 0.6 remaining 1338m
discrim_loss 0.5850409
gen_loss_GAN 2.713589
gen_loss_L1 0.22935702
saving model
progress epoch 88 step 250 image/sec 0.6 remaining 1336m
discrim_loss 0.6445756
gen_loss_GAN 2.7054555
gen_loss_L1 0.23097642
recording summary
progress epoch 88 step 300 image/sec 0.6 remaining 1335m
discrim_loss 0.6343931
gen_loss_GAN 2.6552668
gen_loss_L1 0.23768033
progress epoch 88 step 350 image/sec 0.6 remaining 1333m
discrim_loss 0.62296
gen_loss_GAN 2.6101155
gen_loss_L1 0.2387973
recording summary
progress epoch 88 step 400 image/sec 0.6 remaining 1332m
discrim_loss 0.5662396
gen_loss_GAN 2.5678895
gen_loss_L1 0.23602949
progress epoch 89 step 50 image/sec 0.6 remaining 1330m
discrim_loss 0.510215
gen_loss_GAN 2.5607438
gen_loss_L1 0.2327984
recording summary
progress epoch 89 step 100 image/sec 0.6 remaining 1328m
discrim_loss 0.542381
gen_loss_GAN 2.6092646
gen_loss_L1 0.23244418
progress epoch 89 step 150 image/sec 0.6 remaining 1327m
discrim_loss 0.5750936
gen_loss_GAN 2.5976837
gen_loss_L1 0.23096275
recording summary
progress epoch 89 step 200 image/sec 0.6 remaining 1325m
discrim_loss 0.5674065
gen_loss_GAN 2.6803238
gen_loss_L1 0.23594484
progress epoch 89 step 250 image/sec 0.6 remaining 1324m
discrim_loss 0.52751756
gen_loss_GAN 2.767252
gen_loss_L1 0.23847187
recording summary
progress epoch 89 step 300 image/sec 0.6 remaining 1322m
discrim_loss 0.5583578
gen_loss_GAN 2.758647
gen_loss_L1 0.23895799
progress epoch 89 step 350 image/sec 0.6 remaining 1321m
discrim_loss 0.55694824
gen_loss_GAN 2.6619272
gen_loss_L1 0.2324286
recording summary
progress epoch 89 step 400 image/sec 0.6 remaining 1319m
discrim_loss 0.5245411
gen_loss_GAN 2.699521
gen_loss_L1 0.23578809
progress epoch 90 step 50 image/sec 0.6 remaining 1318m
discrim_loss 0.5629321
gen_loss_GAN 2.6588178
gen_loss_L1 0.23329593
recording summary
progress epoch 90 step 100 image/sec 0.6 remaining 1316m
discrim_loss 0.57871246
gen_loss_GAN 2.579487
gen_loss_L1 0.23393802
progress epoch 90 step 150 image/sec 0.6 remaining 1315m
discrim_loss 0.57326156
gen_loss_GAN 2.5319538
gen_loss_L1 0.23437774
recording summary
progress epoch 90 step 200 image/sec 0.6 remaining 1313m
discrim_loss 0.5604651
gen_loss_GAN 2.486244
gen_loss_L1 0.23538746
progress epoch 90 step 250 image/sec 0.6 remaining 1312m
discrim_loss 0.5378106
gen_loss_GAN 2.580873
gen_loss_L1 0.23688598
recording summary
progress epoch 90 step 300 image/sec 0.6 remaining 1310m
discrim_loss 0.53465307
gen_loss_GAN 2.573892
gen_loss_L1 0.23228236
progress epoch 90 step 350 image/sec 0.6 remaining 1308m
discrim_loss 0.56319946
gen_loss_GAN 2.6016681
gen_loss_L1 0.23472092
recording summary
progress epoch 90 step 400 image/sec 0.6 remaining 1307m
discrim_loss 0.55772173
gen_loss_GAN 2.6538126
gen_loss_L1 0.23318903
progress epoch 91 step 50 image/sec 0.6 remaining 1305m
discrim_loss 0.5999978
gen_loss_GAN 2.5787027
gen_loss_L1 0.23261806
recording summary
progress epoch 91 step 100 image/sec 0.6 remaining 1304m
discrim_loss 0.68053085
gen_loss_GAN 2.5956683
gen_loss_L1 0.23087557
progress epoch 91 step 150 image/sec 0.6 remaining 1302m
discrim_loss 0.5846499
gen_loss_GAN 2.732368
gen_loss_L1 0.23082967
recording summary
progress epoch 91 step 200 image/sec 0.6 remaining 1301m
discrim_loss 0.56044257
gen_loss_GAN 2.6382186
gen_loss_L1 0.23403612
progress epoch 91 step 250 image/sec 0.6 remaining 1299m
discrim_loss 0.6220332
gen_loss_GAN 2.5584507
gen_loss_L1 0.23665608
recording summary
progress epoch 91 step 300 image/sec 0.6 remaining 1298m
discrim_loss 0.62701195
gen_loss_GAN 2.565117
gen_loss_L1 0.23128086
progress epoch 91 step 350 image/sec 0.6 remaining 1296m
discrim_loss 0.59934896
gen_loss_GAN 2.6888719
gen_loss_L1 0.23370133
recording summary
progress epoch 91 step 400 image/sec 0.6 remaining 1295m
discrim_loss 0.6391842
gen_loss_GAN 2.6569502
gen_loss_L1 0.23123053
progress epoch 92 step 50 image/sec 0.6 remaining 1293m
discrim_loss 0.61055255
gen_loss_GAN 2.6046824
gen_loss_L1 0.22816679
recording summary
progress epoch 92 step 100 image/sec 0.6 remaining 1292m
discrim_loss 0.63415253
gen_loss_GAN 2.5832274
gen_loss_L1 0.22685544
progress epoch 92 step 150 image/sec 0.6 remaining 1290m
discrim_loss 0.6186376
gen_loss_GAN 2.5894248
gen_loss_L1 0.22822621
recording summary
progress epoch 92 step 200 image/sec 0.6 remaining 1289m
discrim_loss 0.5258602
gen_loss_GAN 2.6566112
gen_loss_L1 0.23002677
progress epoch 92 step 250 image/sec 0.6 remaining 1287m
discrim_loss 0.54438984
gen_loss_GAN 2.7047231
gen_loss_L1 0.22863832
recording summary
progress epoch 92 step 300 image/sec 0.6 remaining 1286m
discrim_loss 0.59718096
gen_loss_GAN 2.697669
gen_loss_L1 0.22678527
progress epoch 92 step 350 image/sec 0.6 remaining 1284m
discrim_loss 0.581527
gen_loss_GAN 2.7241013
gen_loss_L1 0.22893341
recording summary
progress epoch 92 step 400 image/sec 0.6 remaining 1283m
discrim_loss 0.5300852
gen_loss_GAN 2.7558866
gen_loss_L1 0.23792444
progress epoch 93 step 50 image/sec 0.6 remaining 1281m
discrim_loss 0.50714445
gen_loss_GAN 2.7194135
gen_loss_L1 0.23180252
recording summary
progress epoch 93 step 100 image/sec 0.6 remaining 1280m
discrim_loss 0.5431093
gen_loss_GAN 2.5941236
gen_loss_L1 0.23335673
progress epoch 93 step 150 image/sec 0.6 remaining 1278m
discrim_loss 0.56233454
gen_loss_GAN 2.6692204
gen_loss_L1 0.23351404
recording summary
progress epoch 93 step 200 image/sec 0.6 remaining 1277m
discrim_loss 0.5517081
gen_loss_GAN 2.6951463
gen_loss_L1 0.23118415
progress epoch 93 step 250 image/sec 0.6 remaining 1275m
discrim_loss 0.562702
gen_loss_GAN 2.7047417
gen_loss_L1 0.23737806
recording summary
progress epoch 93 step 300 image/sec 0.6 remaining 1274m
discrim_loss 0.5843256
gen_loss_GAN 2.6661263
gen_loss_L1 0.2310946
progress epoch 93 step 350 image/sec 0.6 remaining 1272m
discrim_loss 0.61067396
gen_loss_GAN 2.6014824
gen_loss_L1 0.23048736
recording summary
progress epoch 93 step 400 image/sec 0.6 remaining 1271m
discrim_loss 0.63451284
gen_loss_GAN 2.5749006
gen_loss_L1 0.2273045
progress epoch 94 step 50 image/sec 0.6 remaining 1269m
discrim_loss 0.5825744
gen_loss_GAN 2.6579733
gen_loss_L1 0.22795394
recording summary
progress epoch 94 step 100 image/sec 0.6 remaining 1267m
discrim_loss 0.55645454
gen_loss_GAN 2.6295896
gen_loss_L1 0.23026018
progress epoch 94 step 150 image/sec 0.6 remaining 1266m
discrim_loss 0.57151526
gen_loss_GAN 2.6660535
gen_loss_L1 0.23464723
recording summary
progress epoch 94 step 200 image/sec 0.6 remaining 1265m
discrim_loss 0.5537786
gen_loss_GAN 2.6491163
gen_loss_L1 0.22937378
progress epoch 94 step 250 image/sec 0.6 remaining 1263m
discrim_loss 0.6041387
gen_loss_GAN 2.6882915
gen_loss_L1 0.22266296
recording summary
progress epoch 94 step 300 image/sec 0.6 remaining 1261m
discrim_loss 0.5585624
gen_loss_GAN 2.7262118
gen_loss_L1 0.2289798
progress epoch 94 step 350 image/sec 0.6 remaining 1260m
discrim_loss 0.5356539
gen_loss_GAN 2.6788454
gen_loss_L1 0.22864902
recording summary
progress epoch 94 step 400 image/sec 0.6 remaining 1258m
discrim_loss 0.56358516
gen_loss_GAN 2.638377
gen_loss_L1 0.23157443
progress epoch 95 step 50 image/sec 0.6 remaining 1257m
discrim_loss 0.59072626
gen_loss_GAN 2.6589508
gen_loss_L1 0.22766247
recording summary
progress epoch 95 step 100 image/sec 0.6 remaining 1255m
discrim_loss 0.5430807
gen_loss_GAN 2.6293867
gen_loss_L1 0.22495292
progress epoch 95 step 150 image/sec 0.6 remaining 1254m
discrim_loss 0.5728354
gen_loss_GAN 2.7265248
gen_loss_L1 0.22784595
recording summary
progress epoch 95 step 200 image/sec 0.6 remaining 1252m
discrim_loss 0.5679984
gen_loss_GAN 2.6423376
gen_loss_L1 0.22893518
progress epoch 95 step 250 image/sec 0.6 remaining 1251m
discrim_loss 0.5512707
gen_loss_GAN 2.6843832
gen_loss_L1 0.22868626
recording summary
progress epoch 95 step 300 image/sec 0.6 remaining 1249m
discrim_loss 0.5633044
gen_loss_GAN 2.7020688
gen_loss_L1 0.23082969
progress epoch 95 step 350 image/sec 0.6 remaining 1248m
discrim_loss 0.5911956
gen_loss_GAN 2.6239452
gen_loss_L1 0.22685207
recording summary
progress epoch 95 step 400 image/sec 0.6 remaining 1246m
discrim_loss 0.6019043
gen_loss_GAN 2.65193
gen_loss_L1 0.22710988
progress epoch 96 step 50 image/sec 0.6 remaining 1245m
discrim_loss 0.5997341
gen_loss_GAN 2.703158
gen_loss_L1 0.23232557
recording summary
progress epoch 96 step 100 image/sec 0.6 remaining 1243m
discrim_loss 0.6252596
gen_loss_GAN 2.7776282
gen_loss_L1 0.23380813
progress epoch 96 step 150 image/sec 0.6 remaining 1242m
discrim_loss 0.5808235
gen_loss_GAN 2.7093222
gen_loss_L1 0.23053122
recording summary
progress epoch 96 step 200 image/sec 0.6 remaining 1240m
discrim_loss 0.5781489
gen_loss_GAN 2.6518092
gen_loss_L1 0.22876592
progress epoch 96 step 250 image/sec 0.6 remaining 1239m
discrim_loss 0.5629103
gen_loss_GAN 2.640506
gen_loss_L1 0.22983132
recording summary
progress epoch 96 step 300 image/sec 0.6 remaining 1237m
discrim_loss 0.6149528
gen_loss_GAN 2.6240008
gen_loss_L1 0.22547038
progress epoch 96 step 350 image/sec 0.6 remaining 1235m
discrim_loss 0.56772
gen_loss_GAN 2.7011209
gen_loss_L1 0.2240675
recording summary
progress epoch 96 step 400 image/sec 0.6 remaining 1234m
discrim_loss 0.55085593
gen_loss_GAN 2.6509867
gen_loss_L1 0.22545849
progress epoch 97 step 50 image/sec 0.6 remaining 1233m
discrim_loss 0.5594403
gen_loss_GAN 2.6509972
gen_loss_L1 0.22541668
recording summary
progress epoch 97 step 100 image/sec 0.6 remaining 1231m
discrim_loss 0.5960656
gen_loss_GAN 2.6291718
gen_loss_L1 0.22626896
progress epoch 97 step 150 image/sec 0.6 remaining 1229m
discrim_loss 0.5309085
gen_loss_GAN 2.7235055
gen_loss_L1 0.22579324
recording summary
progress epoch 97 step 200 image/sec 0.6 remaining 1228m
discrim_loss 0.5517364
gen_loss_GAN 2.6628318
gen_loss_L1 0.22469509
progress epoch 97 step 250 image/sec 0.6 remaining 1226m
discrim_loss 0.5296129
gen_loss_GAN 2.6366448
gen_loss_L1 0.22656676
recording summary
progress epoch 97 step 300 image/sec 0.6 remaining 1225m
discrim_loss 0.4942874
gen_loss_GAN 2.761185
gen_loss_L1 0.22985226
progress epoch 97 step 350 image/sec 0.6 remaining 1223m
discrim_loss 0.51907414
gen_loss_GAN 2.7266228
gen_loss_L1 0.22900048
recording summary
progress epoch 97 step 400 image/sec 0.6 remaining 1222m
discrim_loss 0.61277723
gen_loss_GAN 2.764494
gen_loss_L1 0.22791515
progress epoch 98 step 50 image/sec 0.6 remaining 1220m
discrim_loss 0.6140215
gen_loss_GAN 2.7955544
gen_loss_L1 0.22444133
recording summary
progress epoch 98 step 100 image/sec 0.6 remaining 1219m
discrim_loss 0.6221911
gen_loss_GAN 2.6957483
gen_loss_L1 0.22684285
progress epoch 98 step 150 image/sec 0.6 remaining 1217m
discrim_loss 0.58727664
gen_loss_GAN 2.6670494
gen_loss_L1 0.22948052
recording summary
progress epoch 98 step 200 image/sec 0.6 remaining 1216m
discrim_loss 0.56520957
gen_loss_GAN 2.6344852
gen_loss_L1 0.23043498
progress epoch 98 step 250 image/sec 0.6 remaining 1214m
discrim_loss 0.5699686
gen_loss_GAN 2.6151562
gen_loss_L1 0.23020805
recording summary
progress epoch 98 step 300 image/sec 0.6 remaining 1213m
discrim_loss 0.5244862
gen_loss_GAN 2.6385145
gen_loss_L1 0.22998641
progress epoch 98 step 350 image/sec 0.6 remaining 1211m
discrim_loss 0.651608
gen_loss_GAN 2.6492538
gen_loss_L1 0.22641483
recording summary
progress epoch 98 step 400 image/sec 0.6 remaining 1210m
discrim_loss 0.63148654
gen_loss_GAN 2.6097503
gen_loss_L1 0.22399288
progress epoch 99 step 50 image/sec 0.6 remaining 1208m
discrim_loss 0.5829622
gen_loss_GAN 2.6659727
gen_loss_L1 0.22268917
recording summary
progress epoch 99 step 100 image/sec 0.6 remaining 1207m
discrim_loss 0.54888237
gen_loss_GAN 2.7059145
gen_loss_L1 0.22767201
progress epoch 99 step 150 image/sec 0.6 remaining 1205m
discrim_loss 0.5614207
gen_loss_GAN 2.6711292
gen_loss_L1 0.22324078
recording summary
progress epoch 99 step 200 image/sec 0.6 remaining 1204m
discrim_loss 0.53762245
gen_loss_GAN 2.69182
gen_loss_L1 0.2316676
progress epoch 99 step 250 image/sec 0.6 remaining 1202m
discrim_loss 0.5233174
gen_loss_GAN 2.6628795
gen_loss_L1 0.23118402
recording summary
progress epoch 99 step 300 image/sec 0.6 remaining 1200m
discrim_loss 0.56788945
gen_loss_GAN 2.6732612
gen_loss_L1 0.23298298
progress epoch 99 step 350 image/sec 0.6 remaining 1199m
discrim_loss 0.5805883
gen_loss_GAN 2.6611454
gen_loss_L1 0.2294442
recording summary
progress epoch 99 step 400 image/sec 0.6 remaining 1197m
discrim_loss 0.60610604
gen_loss_GAN 2.6349285
gen_loss_L1 0.22627681
progress epoch 100 step 50 image/sec 0.6 remaining 1196m
discrim_loss 0.5496318
gen_loss_GAN 2.6619012
gen_loss_L1 0.22607471
recording summary
progress epoch 100 step 100 image/sec 0.6 remaining 1194m
discrim_loss 0.5438413
gen_loss_GAN 2.6649144
gen_loss_L1 0.22615595
progress epoch 100 step 150 image/sec 0.6 remaining 1193m
discrim_loss 0.577756
gen_loss_GAN 2.6793506
gen_loss_L1 0.22857998
recording summary
progress epoch 100 step 200 image/sec 0.6 remaining 1191m
discrim_loss 0.600827
gen_loss_GAN 2.7699907
gen_loss_L1 0.22720817
progress epoch 100 step 250 image/sec 0.6 remaining 1190m
discrim_loss 0.5314616
gen_loss_GAN 2.7941835
gen_loss_L1 0.22643168
recording summary
progress epoch 100 step 300 image/sec 0.6 remaining 1188m
discrim_loss 0.55784667
gen_loss_GAN 2.6720438
gen_loss_L1 0.22479965
progress epoch 100 step 350 image/sec 0.6 remaining 1187m
discrim_loss 0.5283276
gen_loss_GAN 2.6793532
gen_loss_L1 0.22095673
recording summary
progress epoch 100 step 400 image/sec 0.6 remaining 1185m
discrim_loss 0.5434413
gen_loss_GAN 2.6375213
gen_loss_L1 0.22247466
saving model
progress epoch 101 step 50 image/sec 0.6 remaining 1184m
discrim_loss 0.54759544
gen_loss_GAN 2.6405406
gen_loss_L1 0.2235563
recording summary
progress epoch 101 step 100 image/sec 0.6 remaining 1182m
discrim_loss 0.55035305
gen_loss_GAN 2.6099818
gen_loss_L1 0.22055732
progress epoch 101 step 150 image/sec 0.6 remaining 1181m
discrim_loss 0.5826134
gen_loss_GAN 2.669159
gen_loss_L1 0.22540411
recording summary
progress epoch 101 step 200 image/sec 0.6 remaining 1179m
discrim_loss 0.5765349
gen_loss_GAN 2.693386
gen_loss_L1 0.22750935
progress epoch 101 step 250 image/sec 0.6 remaining 1178m
discrim_loss 0.60331357
gen_loss_GAN 2.6359637
gen_loss_L1 0.22709799
recording summary
progress epoch 101 step 300 image/sec 0.6 remaining 1176m
discrim_loss 0.5408809
gen_loss_GAN 2.659525
gen_loss_L1 0.22394837
progress epoch 101 step 350 image/sec 0.6 remaining 1175m
discrim_loss 0.49037185
gen_loss_GAN 2.7380085
gen_loss_L1 0.2170089
recording summary
progress epoch 101 step 400 image/sec 0.6 remaining 1173m
discrim_loss 0.5522182
gen_loss_GAN 2.7496371
gen_loss_L1 0.22377993
progress epoch 102 step 50 image/sec 0.6 remaining 1172m
discrim_loss 0.60170966
gen_loss_GAN 2.701029
gen_loss_L1 0.22261846
recording summary
progress epoch 102 step 100 image/sec 0.6 remaining 1170m
discrim_loss 0.5948551
gen_loss_GAN 2.705753
gen_loss_L1 0.22434677
progress epoch 102 step 150 image/sec 0.6 remaining 1169m
discrim_loss 0.51226693
gen_loss_GAN 2.7691195
gen_loss_L1 0.21933231
recording summary
progress epoch 102 step 200 image/sec 0.6 remaining 1167m
discrim_loss 0.62824184
gen_loss_GAN 2.7068622
gen_loss_L1 0.22178416
progress epoch 102 step 250 image/sec 0.6 remaining 1166m
discrim_loss 0.63631946
gen_loss_GAN 2.6938064
gen_loss_L1 0.22313324
recording summary
progress epoch 102 step 300 image/sec 0.6 remaining 1164m
discrim_loss 0.65039515
gen_loss_GAN 2.683868
gen_loss_L1 0.22332107
progress epoch 102 step 350 image/sec 0.6 remaining 1163m
discrim_loss 0.5769298
gen_loss_GAN 2.7598133
gen_loss_L1 0.22519203
recording summary
progress epoch 102 step 400 image/sec 0.6 remaining 1161m
discrim_loss 0.5366482
gen_loss_GAN 2.7337003
gen_loss_L1 0.22502668
progress epoch 103 step 50 image/sec 0.6 remaining 1160m
discrim_loss 0.4953917
gen_loss_GAN 2.7652953
gen_loss_L1 0.22887808
recording summary
progress epoch 103 step 100 image/sec 0.6 remaining 1158m
discrim_loss 0.5098814
gen_loss_GAN 2.7940326
gen_loss_L1 0.22771415
progress epoch 103 step 150 image/sec 0.6 remaining 1157m
discrim_loss 0.51328105
gen_loss_GAN 2.8279603
gen_loss_L1 0.22699091
recording summary
progress epoch 103 step 200 image/sec 0.6 remaining 1155m
discrim_loss 0.54274046
gen_loss_GAN 2.7585075
gen_loss_L1 0.22474103
progress epoch 103 step 250 image/sec 0.6 remaining 1154m
discrim_loss 0.6432061
gen_loss_GAN 2.7122204
gen_loss_L1 0.22097765
recording summary
progress epoch 103 step 300 image/sec 0.6 remaining 1152m
discrim_loss 0.6098017
gen_loss_GAN 2.7408042
gen_loss_L1 0.21982917
progress epoch 103 step 350 image/sec 0.6 remaining 1151m
discrim_loss 0.59756106
gen_loss_GAN 2.7572258
gen_loss_L1 0.2213881
recording summary
progress epoch 103 step 400 image/sec 0.6 remaining 1149m
discrim_loss 0.6157604
gen_loss_GAN 2.60139
gen_loss_L1 0.21881971
progress epoch 104 step 50 image/sec 0.6 remaining 1148m
discrim_loss 0.6058932
gen_loss_GAN 2.6597757
gen_loss_L1 0.22154877
recording summary
progress epoch 104 step 100 image/sec 0.6 remaining 1146m
discrim_loss 0.64870673
gen_loss_GAN 2.5760472
gen_loss_L1 0.21763161
progress epoch 104 step 150 image/sec 0.6 remaining 1145m
discrim_loss 0.53735846
gen_loss_GAN 2.7259028
gen_loss_L1 0.21996322
recording summary
progress epoch 104 step 200 image/sec 0.6 remaining 1143m
discrim_loss 0.51428396
gen_loss_GAN 2.7552078
gen_loss_L1 0.22464462
progress epoch 104 step 250 image/sec 0.6 remaining 1142m
discrim_loss 0.4882052
gen_loss_GAN 2.7376113
gen_loss_L1 0.2201489
recording summary
progress epoch 104 step 300 image/sec 0.6 remaining 1140m
discrim_loss 0.44438466
gen_loss_GAN 2.7651722
gen_loss_L1 0.22105944
progress epoch 104 step 350 image/sec 0.6 remaining 1139m
discrim_loss 0.492489
gen_loss_GAN 2.782847
gen_loss_L1 0.22316292
recording summary
progress epoch 104 step 400 image/sec 0.6 remaining 1137m
discrim_loss 0.6126982
gen_loss_GAN 2.721964
gen_loss_L1 0.22462311
progress epoch 105 step 50 image/sec 0.6 remaining 1136m
discrim_loss 0.5837135
gen_loss_GAN 2.8026912
gen_loss_L1 0.2209023
recording summary
progress epoch 105 step 100 image/sec 0.6 remaining 1134m
discrim_loss 0.60015464
gen_loss_GAN 2.7352962
gen_loss_L1 0.2150159
progress epoch 105 step 150 image/sec 0.6 remaining 1133m
discrim_loss 0.60031825
gen_loss_GAN 2.7368162
gen_loss_L1 0.21877518
recording summary
progress epoch 105 step 200 image/sec 0.6 remaining 1131m
discrim_loss 0.57464194
gen_loss_GAN 2.686092
gen_loss_L1 0.22365433
progress epoch 105 step 250 image/sec 0.6 remaining 1130m
discrim_loss 0.5983654
gen_loss_GAN 2.7354856
gen_loss_L1 0.22467202
recording summary
progress epoch 105 step 300 image/sec 0.6 remaining 1128m
discrim_loss 0.63413393
gen_loss_GAN 2.6427734
gen_loss_L1 0.22374439
progress epoch 105 step 350 image/sec 0.6 remaining 1127m
discrim_loss 0.61440235
gen_loss_GAN 2.604583
gen_loss_L1 0.21950416
recording summary
progress epoch 105 step 400 image/sec 0.6 remaining 1125m
discrim_loss 0.5738704
gen_loss_GAN 2.5839114
gen_loss_L1 0.2243796
progress epoch 106 step 50 image/sec 0.6 remaining 1124m
discrim_loss 0.57848984
gen_loss_GAN 2.659593
gen_loss_L1 0.2222676
recording summary
progress epoch 106 step 100 image/sec 0.6 remaining 1122m
discrim_loss 0.53929836
gen_loss_GAN 2.7197163
gen_loss_L1 0.2207419
progress epoch 106 step 150 image/sec 0.6 remaining 1120m
discrim_loss 0.5180918
gen_loss_GAN 2.7301896
gen_loss_L1 0.22332716
recording summary
progress epoch 106 step 200 image/sec 0.6 remaining 1119m
discrim_loss 0.59364265
gen_loss_GAN 2.7899337
gen_loss_L1 0.22197403
progress epoch 106 step 250 image/sec 0.6 remaining 1117m
discrim_loss 0.59061974
gen_loss_GAN 2.7636206
gen_loss_L1 0.21987687
recording summary
progress epoch 106 step 300 image/sec 0.6 remaining 1116m
discrim_loss 0.5684388
gen_loss_GAN 2.7326095
gen_loss_L1 0.2199322
progress epoch 106 step 350 image/sec 0.6 remaining 1114m
discrim_loss 0.5813708
gen_loss_GAN 2.692739
gen_loss_L1 0.21872948
recording summary
progress epoch 106 step 400 image/sec 0.6 remaining 1113m
discrim_loss 0.56494313
gen_loss_GAN 2.6627276
gen_loss_L1 0.21658355
progress epoch 107 step 50 image/sec 0.6 remaining 1111m
discrim_loss 0.57225525
gen_loss_GAN 2.6683707
gen_loss_L1 0.21672632
recording summary
progress epoch 107 step 100 image/sec 0.6 remaining 1110m
discrim_loss 0.5745066
gen_loss_GAN 2.6152747
gen_loss_L1 0.22078331
progress epoch 107 step 150 image/sec 0.6 remaining 1108m
discrim_loss 0.5622082
gen_loss_GAN 2.7640262
gen_loss_L1 0.21904679
recording summary
progress epoch 107 step 200 image/sec 0.6 remaining 1107m
discrim_loss 0.5209241
gen_loss_GAN 2.871934
gen_loss_L1 0.22152212
progress epoch 107 step 250 image/sec 0.6 remaining 1105m
discrim_loss 0.5528983
gen_loss_GAN 2.772306
gen_loss_L1 0.22096533
recording summary
progress epoch 107 step 300 image/sec 0.6 remaining 1104m
discrim_loss 0.53927606
gen_loss_GAN 2.7558303
gen_loss_L1 0.2220003
progress epoch 107 step 350 image/sec 0.6 remaining 1102m
discrim_loss 0.5651407
gen_loss_GAN 2.6709523
gen_loss_L1 0.22053984
recording summary
progress epoch 107 step 400 image/sec 0.6 remaining 1101m
discrim_loss 0.57143646
gen_loss_GAN 2.675938
gen_loss_L1 0.21511324
progress epoch 108 step 50 image/sec 0.6 remaining 1100m
discrim_loss 0.5242414
gen_loss_GAN 2.6646817
gen_loss_L1 0.21817467
recording summary
progress epoch 108 step 100 image/sec 0.6 remaining 1098m
discrim_loss 0.58158094
gen_loss_GAN 2.7137344
gen_loss_L1 0.220435
progress epoch 108 step 150 image/sec 0.6 remaining 1097m
discrim_loss 0.5388195
gen_loss_GAN 2.7681944
gen_loss_L1 0.22206087
recording summary
progress epoch 108 step 200 image/sec 0.6 remaining 1095m
discrim_loss 0.5394006
gen_loss_GAN 2.6977863
gen_loss_L1 0.22114274
progress epoch 108 step 250 image/sec 0.6 remaining 1094m
discrim_loss 0.5843688
gen_loss_GAN 2.7570984
gen_loss_L1 0.21741813
recording summary
progress epoch 108 step 300 image/sec 0.6 remaining 1092m
discrim_loss 0.64762604
gen_loss_GAN 2.766015
gen_loss_L1 0.21899126
progress epoch 108 step 350 image/sec 0.6 remaining 1091m
discrim_loss 0.6290124
gen_loss_GAN 2.720998
gen_loss_L1 0.21851815
recording summary
progress epoch 108 step 400 image/sec 0.6 remaining 1089m
discrim_loss 0.56616354
gen_loss_GAN 2.709825
gen_loss_L1 0.21903357
progress epoch 109 step 50 image/sec 0.6 remaining 1088m
discrim_loss 0.54910946
gen_loss_GAN 2.6740642
gen_loss_L1 0.21723846
recording summary
progress epoch 109 step 100 image/sec 0.6 remaining 1086m
discrim_loss 0.5211572
gen_loss_GAN 2.6523783
gen_loss_L1 0.21710342
progress epoch 109 step 150 image/sec 0.6 remaining 1085m
discrim_loss 0.5169503
gen_loss_GAN 2.7047672
gen_loss_L1 0.2187074
recording summary
progress epoch 109 step 200 image/sec 0.6 remaining 1083m
discrim_loss 0.50232905
gen_loss_GAN 2.694744
gen_loss_L1 0.2174314
progress epoch 109 step 250 image/sec 0.6 remaining 1082m
discrim_loss 0.54713625
gen_loss_GAN 2.6603146
gen_loss_L1 0.218189
recording summary
progress epoch 109 step 300 image/sec 0.6 remaining 1080m
discrim_loss 0.5871778
gen_loss_GAN 2.6712327
gen_loss_L1 0.21861699
progress epoch 109 step 350 image/sec 0.6 remaining 1079m
discrim_loss 0.56727016
gen_loss_GAN 2.6804168
gen_loss_L1 0.21866307
recording summary
progress epoch 109 step 400 image/sec 0.6 remaining 1077m
discrim_loss 0.583922
gen_loss_GAN 2.653371
gen_loss_L1 0.21965174
progress epoch 110 step 50 image/sec 0.6 remaining 1076m
discrim_loss 0.5546527
gen_loss_GAN 2.7855563
gen_loss_L1 0.22415894
recording summary
progress epoch 110 step 100 image/sec 0.6 remaining 1074m
discrim_loss 0.5639441
gen_loss_GAN 2.8053346
gen_loss_L1 0.2234461
progress epoch 110 step 150 image/sec 0.6 remaining 1073m
discrim_loss 0.57573086
gen_loss_GAN 2.733959
gen_loss_L1 0.22098847
recording summary
progress epoch 110 step 200 image/sec 0.6 remaining 1071m
discrim_loss 0.59945077
gen_loss_GAN 2.7686768
gen_loss_L1 0.21687755
progress epoch 110 step 250 image/sec 0.6 remaining 1070m
discrim_loss 0.5817862
gen_loss_GAN 2.7566247
gen_loss_L1 0.21210515
recording summary
progress epoch 110 step 300 image/sec 0.6 remaining 1068m
discrim_loss 0.52406037
gen_loss_GAN 2.7649667
gen_loss_L1 0.21686174
progress epoch 110 step 350 image/sec 0.6 remaining 1067m
discrim_loss 0.61606896
gen_loss_GAN 2.8304126
gen_loss_L1 0.21899237
recording summary
progress epoch 110 step 400 image/sec 0.6 remaining 1065m
discrim_loss 0.63425815
gen_loss_GAN 2.6837611
gen_loss_L1 0.21867144
progress epoch 111 step 50 image/sec 0.6 remaining 1064m
discrim_loss 0.5971226
gen_loss_GAN 2.6887634
gen_loss_L1 0.2186268
recording summary
progress epoch 111 step 100 image/sec 0.6 remaining 1062m
discrim_loss 0.59795815
gen_loss_GAN 2.7294033
gen_loss_L1 0.21966389
progress epoch 111 step 150 image/sec 0.6 remaining 1061m
discrim_loss 0.56780523
gen_loss_GAN 2.728267
gen_loss_L1 0.22006051
recording summary
progress epoch 111 step 200 image/sec 0.6 remaining 1059m
discrim_loss 0.6133287
gen_loss_GAN 2.7366447
gen_loss_L1 0.21856669
progress epoch 111 step 250 image/sec 0.6 remaining 1058m
discrim_loss 0.5497145
gen_loss_GAN 2.808212
gen_loss_L1 0.22009586
recording summary
progress epoch 111 step 300 image/sec 0.6 remaining 1056m
discrim_loss 0.5572314
gen_loss_GAN 2.8179467
gen_loss_L1 0.21966758
progress epoch 111 step 350 image/sec 0.6 remaining 1055m
discrim_loss 0.51204574
gen_loss_GAN 2.843811
gen_loss_L1 0.21816707
recording summary
progress epoch 111 step 400 image/sec 0.6 remaining 1053m
discrim_loss 0.5310403
gen_loss_GAN 2.8002036
gen_loss_L1 0.21756084
progress epoch 112 step 50 image/sec 0.6 remaining 1052m
discrim_loss 0.55748034
gen_loss_GAN 2.7974937
gen_loss_L1 0.21588777
recording summary
progress epoch 112 step 100 image/sec 0.6 remaining 1050m
discrim_loss 0.55348516
gen_loss_GAN 2.6880317
gen_loss_L1 0.21772206
progress epoch 112 step 150 image/sec 0.6 remaining 1049m
discrim_loss 0.54276097
gen_loss_GAN 2.700758
gen_loss_L1 0.21832415
recording summary
progress epoch 112 step 200 image/sec 0.6 remaining 1047m
discrim_loss 0.5115929
gen_loss_GAN 2.7427542
gen_loss_L1 0.21607494
progress epoch 112 step 250 image/sec 0.6 remaining 1046m
discrim_loss 0.52787435
gen_loss_GAN 2.6941278
gen_loss_L1 0.21764739
recording summary
progress epoch 112 step 300 image/sec 0.6 remaining 1044m
discrim_loss 0.518205
gen_loss_GAN 2.6785126
gen_loss_L1 0.21956238
progress epoch 112 step 350 image/sec 0.6 remaining 1043m
discrim_loss 0.49785548
gen_loss_GAN 2.6830473
gen_loss_L1 0.21673378
recording summary
progress epoch 112 step 400 image/sec 0.6 remaining 1041m
discrim_loss 0.52817833
gen_loss_GAN 2.779892
gen_loss_L1 0.21579026
progress epoch 113 step 50 image/sec 0.6 remaining 1040m
discrim_loss 0.55421
gen_loss_GAN 2.7981553
gen_loss_L1 0.21913694
recording summary
progress epoch 113 step 100 image/sec 0.6 remaining 1038m
discrim_loss 0.6459397
gen_loss_GAN 2.7859702
gen_loss_L1 0.21929197
progress epoch 113 step 150 image/sec 0.6 remaining 1037m
discrim_loss 0.5960543
gen_loss_GAN 2.8662488
gen_loss_L1 0.22053671
recording summary
progress epoch 113 step 200 image/sec 0.6 remaining 1035m
discrim_loss 0.53391707
gen_loss_GAN 2.7924693
gen_loss_L1 0.2184093
saving model
progress epoch 113 step 250 image/sec 0.6 remaining 1034m
discrim_loss 0.6036512
gen_loss_GAN 2.850126
gen_loss_L1 0.2179195
recording summary
progress epoch 113 step 300 image/sec 0.6 remaining 1032m
discrim_loss 0.67071503
gen_loss_GAN 2.8208575
gen_loss_L1 0.21067949
progress epoch 113 step 350 image/sec 0.6 remaining 1031m
discrim_loss 0.60653496
gen_loss_GAN 2.8483157
gen_loss_L1 0.21363471
recording summary
progress epoch 113 step 400 image/sec 0.6 remaining 1029m
discrim_loss 0.6812672
gen_loss_GAN 2.7916796
gen_loss_L1 0.21062809
progress epoch 114 step 50 image/sec 0.6 remaining 1028m
discrim_loss 0.60748786
gen_loss_GAN 2.729149
gen_loss_L1 0.2082821
recording summary
progress epoch 114 step 100 image/sec 0.6 remaining 1026m
discrim_loss 0.6001732
gen_loss_GAN 2.6732419
gen_loss_L1 0.21329157
progress epoch 114 step 150 image/sec 0.6 remaining 1025m
discrim_loss 0.5605099
gen_loss_GAN 2.7331367
gen_loss_L1 0.21322846
recording summary
progress epoch 114 step 200 image/sec 0.6 remaining 1023m
discrim_loss 0.5563666
gen_loss_GAN 2.7874742
gen_loss_L1 0.21955493
progress epoch 114 step 250 image/sec 0.6 remaining 1022m
discrim_loss 0.5524014
gen_loss_GAN 2.6823285
gen_loss_L1 0.21828958
recording summary
progress epoch 114 step 300 image/sec 0.6 remaining 1020m
discrim_loss 0.5468547
gen_loss_GAN 2.7419176
gen_loss_L1 0.21634682
progress epoch 114 step 350 image/sec 0.6 remaining 1019m
discrim_loss 0.53227836
gen_loss_GAN 2.8067741
gen_loss_L1 0.2175284
recording summary
progress epoch 114 step 400 image/sec 0.6 remaining 1017m
discrim_loss 0.47890636
gen_loss_GAN 2.784632
gen_loss_L1 0.21821602
progress epoch 115 step 50 image/sec 0.6 remaining 1016m
discrim_loss 0.4814228
gen_loss_GAN 2.7874937
gen_loss_L1 0.21942641
recording summary
progress epoch 115 step 100 image/sec 0.6 remaining 1014m
discrim_loss 0.48049706
gen_loss_GAN 2.774884
gen_loss_L1 0.21615624
progress epoch 115 step 150 image/sec 0.6 remaining 1013m
discrim_loss 0.48579592
gen_loss_GAN 2.7474167
gen_loss_L1 0.21417338
recording summary
progress epoch 115 step 200 image/sec 0.6 remaining 1011m
discrim_loss 0.5482929
gen_loss_GAN 2.6950853
gen_loss_L1 0.21235807
progress epoch 115 step 250 image/sec 0.6 remaining 1010m
discrim_loss 0.48855296
gen_loss_GAN 2.7275674
gen_loss_L1 0.21315569
recording summary
progress epoch 115 step 300 image/sec 0.6 remaining 1009m
discrim_loss 0.5090883
gen_loss_GAN 2.770736
gen_loss_L1 0.21624744
progress epoch 115 step 350 image/sec 0.6 remaining 1007m
discrim_loss 0.53332394
gen_loss_GAN 2.7828906
gen_loss_L1 0.21629523
recording summary
progress epoch 115 step 400 image/sec 0.6 remaining 1006m
discrim_loss 0.48944762
gen_loss_GAN 2.8938582
gen_loss_L1 0.21872586
progress epoch 116 step 50 image/sec 0.6 remaining 1004m
discrim_loss 0.5485269
gen_loss_GAN 2.8309412
gen_loss_L1 0.22041017
recording summary
progress epoch 116 step 100 image/sec 0.6 remaining 1003m
discrim_loss 0.543454
gen_loss_GAN 2.7398221
gen_loss_L1 0.21735613
progress epoch 116 step 150 image/sec 0.6 remaining 1001m
discrim_loss 0.6001549
gen_loss_GAN 2.766135
gen_loss_L1 0.21465932
recording summary
progress epoch 116 step 200 image/sec 0.6 remaining 1000m
discrim_loss 0.5749733
gen_loss_GAN 2.7926443
gen_loss_L1 0.21793203
progress epoch 116 step 250 image/sec 0.6 remaining 998m
discrim_loss 0.5724031
gen_loss_GAN 2.6948836
gen_loss_L1 0.21560158
recording summary
progress epoch 116 step 300 image/sec 0.6 remaining 997m
discrim_loss 0.6573522
gen_loss_GAN 2.7460034
gen_loss_L1 0.21165028
progress epoch 116 step 350 image/sec 0.6 remaining 995m
discrim_loss 0.6815165
gen_loss_GAN 2.7747276
gen_loss_L1 0.2145471
recording summary
progress epoch 116 step 400 image/sec 0.6 remaining 994m
discrim_loss 0.6218509
gen_loss_GAN 2.8178868
gen_loss_L1 0.2163094
progress epoch 117 step 50 image/sec 0.6 remaining 992m
discrim_loss 0.6059438
gen_loss_GAN 2.8036184
gen_loss_L1 0.21732605
recording summary
progress epoch 117 step 100 image/sec 0.6 remaining 991m
discrim_loss 0.5887587
gen_loss_GAN 2.767523
gen_loss_L1 0.21576566
progress epoch 117 step 150 image/sec 0.6 remaining 989m
discrim_loss 0.599927
gen_loss_GAN 2.7984633
gen_loss_L1 0.2178777
recording summary
progress epoch 117 step 200 image/sec 0.6 remaining 988m
discrim_loss 0.66677356
gen_loss_GAN 2.7977173
gen_loss_L1 0.21540093
progress epoch 117 step 250 image/sec 0.6 remaining 986m
discrim_loss 0.5831824
gen_loss_GAN 2.7894526
gen_loss_L1 0.21659318
recording summary
progress epoch 117 step 300 image/sec 0.6 remaining 985m
discrim_loss 0.5560018
gen_loss_GAN 2.8207054
gen_loss_L1 0.21486989
progress epoch 117 step 350 image/sec 0.6 remaining 983m
discrim_loss 0.51796365
gen_loss_GAN 2.7468157
gen_loss_L1 0.21349496
recording summary
progress epoch 117 step 400 image/sec 0.6 remaining 982m
discrim_loss 0.54365355
gen_loss_GAN 2.75298
gen_loss_L1 0.20996897
progress epoch 118 step 50 image/sec 0.6 remaining 981m
discrim_loss 0.54778737
gen_loss_GAN 2.7629905
gen_loss_L1 0.20893702
recording summary
progress epoch 118 step 100 image/sec 0.6 remaining 979m
discrim_loss 0.5860102
gen_loss_GAN 2.751986
gen_loss_L1 0.21097715
progress epoch 118 step 150 image/sec 0.6 remaining 978m
discrim_loss 0.6196517
gen_loss_GAN 2.7835033
gen_loss_L1 0.21004574
recording summary
progress epoch 118 step 200 image/sec 0.6 remaining 976m
discrim_loss 0.5654523
gen_loss_GAN 2.7437124
gen_loss_L1 0.21166149
progress epoch 118 step 250 image/sec 0.6 remaining 975m
discrim_loss 0.5259656
gen_loss_GAN 2.7452154
gen_loss_L1 0.21074024
recording summary
progress epoch 118 step 300 image/sec 0.6 remaining 973m
discrim_loss 0.56501263
gen_loss_GAN 2.666505
gen_loss_L1 0.21501425
progress epoch 118 step 350 image/sec 0.6 remaining 972m
discrim_loss 0.6160459
gen_loss_GAN 2.6924286
gen_loss_L1 0.2161154
recording summary
progress epoch 118 step 400 image/sec 0.6 remaining 970m
discrim_loss 0.55100346
gen_loss_GAN 2.7223785
gen_loss_L1 0.21722963
progress epoch 119 step 50 image/sec 0.6 remaining 969m
discrim_loss 0.53209186
gen_loss_GAN 2.7111228
gen_loss_L1 0.2144874
recording summary
progress epoch 119 step 100 image/sec 0.6 remaining 967m
discrim_loss 0.6126542
gen_loss_GAN 2.7241535
gen_loss_L1 0.21768005
progress epoch 119 step 150 image/sec 0.6 remaining 966m
discrim_loss 0.61951876
gen_loss_GAN 2.7100947
gen_loss_L1 0.22012693
recording summary
progress epoch 119 step 200 image/sec 0.6 remaining 964m
discrim_loss 0.59034556
gen_loss_GAN 2.6506617
gen_loss_L1 0.21945319
progress epoch 119 step 250 image/sec 0.6 remaining 963m
discrim_loss 0.52865463
gen_loss_GAN 2.710181
gen_loss_L1 0.21811026
recording summary
progress epoch 119 step 300 image/sec 0.6 remaining 961m
discrim_loss 0.5332574
gen_loss_GAN 2.7847848
gen_loss_L1 0.21217039
progress epoch 119 step 350 image/sec 0.6 remaining 960m
discrim_loss 0.4880015
gen_loss_GAN 2.7392669
gen_loss_L1 0.21545263
recording summary
progress epoch 119 step 400 image/sec 0.6 remaining 958m
discrim_loss 0.50759757
gen_loss_GAN 2.7158132
gen_loss_L1 0.21205646
progress epoch 120 step 50 image/sec 0.6 remaining 957m
discrim_loss 0.468323
gen_loss_GAN 2.7294114
gen_loss_L1 0.21049328
recording summary
progress epoch 120 step 100 image/sec 0.6 remaining 955m
discrim_loss 0.52814656
gen_loss_GAN 2.7531762
gen_loss_L1 0.21528451
progress epoch 120 step 150 image/sec 0.6 remaining 954m
discrim_loss 0.537531
gen_loss_GAN 2.701437
gen_loss_L1 0.21193746
recording summary
progress epoch 120 step 200 image/sec 0.6 remaining 953m
discrim_loss 0.5575647
gen_loss_GAN 2.7091992
gen_loss_L1 0.21429145
progress epoch 120 step 250 image/sec 0.6 remaining 951m
discrim_loss 0.5191477
gen_loss_GAN 2.7852194
gen_loss_L1 0.21555382
recording summary
progress epoch 120 step 300 image/sec 0.6 remaining 950m
discrim_loss 0.59755385
gen_loss_GAN 2.7416654
gen_loss_L1 0.21331546
progress epoch 120 step 350 image/sec 0.6 remaining 948m
discrim_loss 0.55049974
gen_loss_GAN 2.768122
gen_loss_L1 0.21177441
recording summary
progress epoch 120 step 400 image/sec 0.6 remaining 947m
discrim_loss 0.556561
gen_loss_GAN 2.8160474
gen_loss_L1 0.21340178
progress epoch 121 step 50 image/sec 0.6 remaining 945m
discrim_loss 0.5794561
gen_loss_GAN 2.792736
gen_loss_L1 0.21428996
recording summary
progress epoch 121 step 100 image/sec 0.6 remaining 944m
discrim_loss 0.5846006
gen_loss_GAN 2.7202914
gen_loss_L1 0.21288352
progress epoch 121 step 150 image/sec 0.6 remaining 942m
discrim_loss 0.5442602
gen_loss_GAN 2.7397337
gen_loss_L1 0.21216814
recording summary
progress epoch 121 step 200 image/sec 0.6 remaining 941m
discrim_loss 0.60913736
gen_loss_GAN 2.7011194
gen_loss_L1 0.21385431
progress epoch 121 step 250 image/sec 0.6 remaining 939m
discrim_loss 0.59509975
gen_loss_GAN 2.6479099
gen_loss_L1 0.21319874
recording summary
progress epoch 121 step 300 image/sec 0.6 remaining 938m
discrim_loss 0.53392214
gen_loss_GAN 2.6941607
gen_loss_L1 0.20971887
progress epoch 121 step 350 image/sec 0.6 remaining 936m
discrim_loss 0.5131118
gen_loss_GAN 2.769451
gen_loss_L1 0.21339062
recording summary
progress epoch 121 step 400 image/sec 0.6 remaining 935m
discrim_loss 0.4848467
gen_loss_GAN 2.8600674
gen_loss_L1 0.21398146
progress epoch 122 step 50 image/sec 0.6 remaining 933m
discrim_loss 0.4879642
gen_loss_GAN 2.8378055
gen_loss_L1 0.21447812
recording summary
progress epoch 122 step 100 image/sec 0.6 remaining 932m
discrim_loss 0.5185523
gen_loss_GAN 2.7944248
gen_loss_L1 0.2101968
progress epoch 122 step 150 image/sec 0.6 remaining 930m
discrim_loss 0.50471747
gen_loss_GAN 2.7977023
gen_loss_L1 0.21304679
recording summary
progress epoch 122 step 200 image/sec 0.6 remaining 929m
discrim_loss 0.50430745
gen_loss_GAN 2.776647
gen_loss_L1 0.2124402
progress epoch 122 step 250 image/sec 0.6 remaining 927m
discrim_loss 0.5944509
gen_loss_GAN 2.821514
gen_loss_L1 0.21384712
recording summary
progress epoch 122 step 300 image/sec 0.6 remaining 926m
discrim_loss 0.5573639
gen_loss_GAN 2.8428264
gen_loss_L1 0.21668842
progress epoch 122 step 350 image/sec 0.6 remaining 924m
discrim_loss 0.55375224
gen_loss_GAN 2.7734547
gen_loss_L1 0.21431138
recording summary
progress epoch 122 step 400 image/sec 0.6 remaining 923m
discrim_loss 0.67779607
gen_loss_GAN 2.939906
gen_loss_L1 0.21150702
progress epoch 123 step 50 image/sec 0.6 remaining 921m
discrim_loss 0.6214291
gen_loss_GAN 2.9302979
gen_loss_L1 0.20839582
recording summary
progress epoch 123 step 100 image/sec 0.6 remaining 920m
discrim_loss 0.54116154
gen_loss_GAN 2.8475442
gen_loss_L1 0.20872456
progress epoch 123 step 150 image/sec 0.6 remaining 919m
discrim_loss 0.5626614
gen_loss_GAN 2.8291736
gen_loss_L1 0.2069515
recording summary
progress epoch 123 step 200 image/sec 0.6 remaining 917m
discrim_loss 0.54363394
gen_loss_GAN 2.7749891
gen_loss_L1 0.21109268
progress epoch 123 step 250 image/sec 0.6 remaining 916m
discrim_loss 0.6124345
gen_loss_GAN 2.7711556
gen_loss_L1 0.21075585
recording summary
progress epoch 123 step 300 image/sec 0.6 remaining 914m
discrim_loss 0.5855253
gen_loss_GAN 2.8030865
gen_loss_L1 0.21663398
progress epoch 123 step 350 image/sec 0.6 remaining 913m
discrim_loss 0.5923591
gen_loss_GAN 2.7755404
gen_loss_L1 0.21664682
recording summary
progress epoch 123 step 400 image/sec 0.6 remaining 911m
discrim_loss 0.55389714
gen_loss_GAN 2.6848943
gen_loss_L1 0.21463422
progress epoch 124 step 50 image/sec 0.6 remaining 910m
discrim_loss 0.4900352
gen_loss_GAN 2.692446
gen_loss_L1 0.21212603
recording summary
progress epoch 124 step 100 image/sec 0.6 remaining 908m
discrim_loss 0.48249304
gen_loss_GAN 2.815748
gen_loss_L1 0.21361446
progress epoch 124 step 150 image/sec 0.6 remaining 907m
discrim_loss 0.5070536
gen_loss_GAN 2.793906
gen_loss_L1 0.20823856
recording summary
progress epoch 124 step 200 image/sec 0.6 remaining 905m
discrim_loss 0.49614123
gen_loss_GAN 2.8102334
gen_loss_L1 0.21148424
progress epoch 124 step 250 image/sec 0.6 remaining 904m
discrim_loss 0.4697315
gen_loss_GAN 2.7686872
gen_loss_L1 0.21155272
recording summary
progress epoch 124 step 300 image/sec 0.6 remaining 902m
discrim_loss 0.4254777
gen_loss_GAN 2.875392
gen_loss_L1 0.21553206
progress epoch 124 step 350 image/sec 0.6 remaining 901m
discrim_loss 0.5730295
gen_loss_GAN 2.9487786
gen_loss_L1 0.2138171
recording summary
progress epoch 124 step 400 image/sec 0.6 remaining 899m
discrim_loss 0.6121149
gen_loss_GAN 2.8455026
gen_loss_L1 0.20897536
progress epoch 125 step 50 image/sec 0.6 remaining 898m
discrim_loss 0.66705936
gen_loss_GAN 2.8544312
gen_loss_L1 0.21595794
recording summary
progress epoch 125 step 100 image/sec 0.6 remaining 896m
discrim_loss 0.59119666
gen_loss_GAN 2.8320358
gen_loss_L1 0.21418445
progress epoch 125 step 150 image/sec 0.6 remaining 895m
discrim_loss 0.5800665
gen_loss_GAN 2.8176887
gen_loss_L1 0.21158604
recording summary
progress epoch 125 step 200 image/sec 0.6 remaining 893m
discrim_loss 0.48320696
gen_loss_GAN 2.89459
gen_loss_L1 0.2119204
progress epoch 125 step 250 image/sec 0.6 remaining 892m
discrim_loss 0.45923537
gen_loss_GAN 2.8122692
gen_loss_L1 0.21128839
recording summary
progress epoch 125 step 300 image/sec 0.6 remaining 891m
discrim_loss 0.5257704
gen_loss_GAN 2.7746017
gen_loss_L1 0.21213837
progress epoch 125 step 350 image/sec 0.6 remaining 889m
discrim_loss 0.46089166
gen_loss_GAN 2.816132
gen_loss_L1 0.20840289
recording summary
progress epoch 125 step 400 image/sec 0.6 remaining 888m
discrim_loss 0.45943135
gen_loss_GAN 2.755804
gen_loss_L1 0.20895734
saving model
progress epoch 126 step 50 image/sec 0.6 remaining 886m
discrim_loss 0.43632835
gen_loss_GAN 2.7981036
gen_loss_L1 0.20669316
recording summary
progress epoch 126 step 100 image/sec 0.6 remaining 885m
discrim_loss 0.5725858
gen_loss_GAN 2.7849774
gen_loss_L1 0.21180132
progress epoch 126 step 150 image/sec 0.6 remaining 883m
discrim_loss 0.5841897
gen_loss_GAN 2.837441
gen_loss_L1 0.21088639
recording summary
progress epoch 126 step 200 image/sec 0.6 remaining 882m
discrim_loss 0.5873019
gen_loss_GAN 2.8843765
gen_loss_L1 0.21228702
progress epoch 126 step 250 image/sec 0.6 remaining 880m
discrim_loss 0.6324148
gen_loss_GAN 2.9270363
gen_loss_L1 0.21371715
recording summary
progress epoch 126 step 300 image/sec 0.6 remaining 879m
discrim_loss 0.6034441
gen_loss_GAN 2.9228296
gen_loss_L1 0.20941517
progress epoch 126 step 350 image/sec 0.6 remaining 877m
discrim_loss 0.5517638
gen_loss_GAN 2.9241455
gen_loss_L1 0.2140886
recording summary
progress epoch 126 step 400 image/sec 0.6 remaining 876m
discrim_loss 0.5733517
gen_loss_GAN 2.8837836
gen_loss_L1 0.2169144
progress epoch 127 step 50 image/sec 0.6 remaining 874m
discrim_loss 0.5851037
gen_loss_GAN 2.8148642
gen_loss_L1 0.21524392
recording summary
progress epoch 127 step 100 image/sec 0.6 remaining 873m
discrim_loss 0.5495253
gen_loss_GAN 2.734035
gen_loss_L1 0.2126143
progress epoch 127 step 150 image/sec 0.6 remaining 871m
discrim_loss 0.5472841
gen_loss_GAN 2.7998168
gen_loss_L1 0.21256286
recording summary
progress epoch 127 step 200 image/sec 0.6 remaining 870m
discrim_loss 0.5615682
gen_loss_GAN 2.8066578
gen_loss_L1 0.21295984
progress epoch 127 step 250 image/sec 0.6 remaining 868m
discrim_loss 0.5129242
gen_loss_GAN 2.868741
gen_loss_L1 0.21189341
recording summary
progress epoch 127 step 300 image/sec 0.6 remaining 867m
discrim_loss 0.47440353
gen_loss_GAN 2.8056471
gen_loss_L1 0.20981354
progress epoch 127 step 350 image/sec 0.6 remaining 865m
discrim_loss 0.51991963
gen_loss_GAN 2.8185487
gen_loss_L1 0.20838481
recording summary
progress epoch 127 step 400 image/sec 0.6 remaining 864m
discrim_loss 0.57724756
gen_loss_GAN 2.8424122
gen_loss_L1 0.20929028
progress epoch 128 step 50 image/sec 0.6 remaining 862m
discrim_loss 0.5815228
gen_loss_GAN 2.8324327
gen_loss_L1 0.20584597
recording summary
progress epoch 128 step 100 image/sec 0.6 remaining 861m
discrim_loss 0.5684729
gen_loss_GAN 2.8391004
gen_loss_L1 0.21109465
progress epoch 128 step 150 image/sec 0.6 remaining 860m
discrim_loss 0.55523306
gen_loss_GAN 2.8028047
gen_loss_L1 0.2120313
recording summary
progress epoch 128 step 200 image/sec 0.6 remaining 858m
discrim_loss 0.58223134
gen_loss_GAN 2.785337
gen_loss_L1 0.21204212
progress epoch 128 step 250 image/sec 0.6 remaining 857m
discrim_loss 0.5929536
gen_loss_GAN 2.783337
gen_loss_L1 0.21027173
recording summary
progress epoch 128 step 300 image/sec 0.6 remaining 855m
discrim_loss 0.6098202
gen_loss_GAN 2.8373265
gen_loss_L1 0.21226376
progress epoch 128 step 350 image/sec 0.6 remaining 854m
discrim_loss 0.54993224
gen_loss_GAN 2.8341835
gen_loss_L1 0.20864509
recording summary
progress epoch 128 step 400 image/sec 0.6 remaining 852m
discrim_loss 0.5631406
gen_loss_GAN 2.8611808
gen_loss_L1 0.20786145
progress epoch 129 step 50 image/sec 0.6 remaining 851m
discrim_loss 0.56009
gen_loss_GAN 2.8858771
gen_loss_L1 0.2059942
recording summary
progress epoch 129 step 100 image/sec 0.6 remaining 849m
discrim_loss 0.62051475
gen_loss_GAN 2.839301
gen_loss_L1 0.20739712
progress epoch 129 step 150 image/sec 0.6 remaining 848m
discrim_loss 0.58443284
gen_loss_GAN 2.7616732
gen_loss_L1 0.207238
recording summary
progress epoch 129 step 200 image/sec 0.6 remaining 846m
discrim_loss 0.5854012
gen_loss_GAN 2.6988244
gen_loss_L1 0.21095067
progress epoch 129 step 250 image/sec 0.6 remaining 845m
discrim_loss 0.5809204
gen_loss_GAN 2.713587
gen_loss_L1 0.20968324
recording summary
progress epoch 129 step 300 image/sec 0.6 remaining 843m
discrim_loss 0.57646525
gen_loss_GAN 2.6751285
gen_loss_L1 0.21057391
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discrim_loss 0.5602351
gen_loss_GAN 2.781731
gen_loss_L1 0.20926799
recording summary
progress epoch 129 step 400 image/sec 0.6 remaining 840m
discrim_loss 0.5415696
gen_loss_GAN 2.7869008
gen_loss_L1 0.20809194
progress epoch 130 step 50 image/sec 0.6 remaining 839m
discrim_loss 0.5223053
gen_loss_GAN 2.8258135
gen_loss_L1 0.21116936
recording summary
progress epoch 130 step 100 image/sec 0.6 remaining 837m
discrim_loss 0.50005025
gen_loss_GAN 2.786783
gen_loss_L1 0.20908834
progress epoch 130 step 150 image/sec 0.6 remaining 836m
discrim_loss 0.50699025
gen_loss_GAN 2.7186337
gen_loss_L1 0.20779862
recording summary
progress epoch 130 step 200 image/sec 0.6 remaining 834m
discrim_loss 0.5872502
gen_loss_GAN 2.7871175
gen_loss_L1 0.20764112
progress epoch 130 step 250 image/sec 0.6 remaining 833m
discrim_loss 0.6223154
gen_loss_GAN 2.8121822
gen_loss_L1 0.20636229
recording summary
progress epoch 130 step 300 image/sec 0.6 remaining 832m
discrim_loss 0.6328132
gen_loss_GAN 2.8920054
gen_loss_L1 0.20689559
progress epoch 130 step 350 image/sec 0.6 remaining 830m
discrim_loss 0.5855618
gen_loss_GAN 2.7938712
gen_loss_L1 0.2077704
recording summary
progress epoch 130 step 400 image/sec 0.6 remaining 829m
discrim_loss 0.54395384
gen_loss_GAN 2.8062747
gen_loss_L1 0.2077847
progress epoch 131 step 50 image/sec 0.6 remaining 827m
discrim_loss 0.60974777
gen_loss_GAN 2.824861
gen_loss_L1 0.20801172
recording summary
progress epoch 131 step 100 image/sec 0.6 remaining 826m
discrim_loss 0.5866471
gen_loss_GAN 2.8645542
gen_loss_L1 0.2122344
progress epoch 131 step 150 image/sec 0.6 remaining 824m
discrim_loss 0.573714
gen_loss_GAN 2.858737
gen_loss_L1 0.20908469
recording summary
progress epoch 131 step 200 image/sec 0.6 remaining 823m
discrim_loss 0.550731
gen_loss_GAN 2.8404956
gen_loss_L1 0.20982087
progress epoch 131 step 250 image/sec 0.6 remaining 821m
discrim_loss 0.54031163
gen_loss_GAN 2.8369055
gen_loss_L1 0.21165758
recording summary
progress epoch 131 step 300 image/sec 0.6 remaining 820m
discrim_loss 0.55278546
gen_loss_GAN 2.7497144
gen_loss_L1 0.21067525
progress epoch 131 step 350 image/sec 0.6 remaining 818m
discrim_loss 0.57490337
gen_loss_GAN 2.8007226
gen_loss_L1 0.20841151
recording summary
progress epoch 131 step 400 image/sec 0.6 remaining 817m
discrim_loss 0.5739607
gen_loss_GAN 2.7880588
gen_loss_L1 0.20919271
progress epoch 132 step 50 image/sec 0.6 remaining 815m
discrim_loss 0.5227775
gen_loss_GAN 2.797379
gen_loss_L1 0.20474002
recording summary
progress epoch 132 step 100 image/sec 0.6 remaining 814m
discrim_loss 0.5204946
gen_loss_GAN 2.876047
gen_loss_L1 0.20574231
progress epoch 132 step 150 image/sec 0.6 remaining 812m
discrim_loss 0.5962342
gen_loss_GAN 2.850021
gen_loss_L1 0.20283417
recording summary
progress epoch 132 step 200 image/sec 0.6 remaining 811m
discrim_loss 0.59325266
gen_loss_GAN 2.8507733
gen_loss_L1 0.20556298
progress epoch 132 step 250 image/sec 0.6 remaining 809m
discrim_loss 0.5948162
gen_loss_GAN 2.8488963
gen_loss_L1 0.20628852
recording summary
progress epoch 132 step 300 image/sec 0.6 remaining 808m
discrim_loss 0.5036387
gen_loss_GAN 2.909704
gen_loss_L1 0.20808533
progress epoch 132 step 350 image/sec 0.6 remaining 806m
discrim_loss 0.50151235
gen_loss_GAN 2.8364816
gen_loss_L1 0.21030177
recording summary
progress epoch 132 step 400 image/sec 0.6 remaining 805m
discrim_loss 0.4707859
gen_loss_GAN 2.8731518
gen_loss_L1 0.20941094
progress epoch 133 step 50 image/sec 0.6 remaining 803m
discrim_loss 0.44971362
gen_loss_GAN 2.8550146
gen_loss_L1 0.211506
recording summary
progress epoch 133 step 100 image/sec 0.6 remaining 802m
discrim_loss 0.5450516
gen_loss_GAN 2.828143
gen_loss_L1 0.20742401
progress epoch 133 step 150 image/sec 0.6 remaining 801m
discrim_loss 0.56179863
gen_loss_GAN 2.8101082
gen_loss_L1 0.20663665
recording summary
progress epoch 133 step 200 image/sec 0.6 remaining 799m
discrim_loss 0.5540913
gen_loss_GAN 2.7401254
gen_loss_L1 0.20214334
progress epoch 133 step 250 image/sec 0.6 remaining 798m
discrim_loss 0.58704007
gen_loss_GAN 2.7525692
gen_loss_L1 0.20169622
recording summary
progress epoch 133 step 300 image/sec 0.6 remaining 796m
discrim_loss 0.56299055
gen_loss_GAN 2.833234
gen_loss_L1 0.20171937
progress epoch 133 step 350 image/sec 0.6 remaining 795m
discrim_loss 0.54092556
gen_loss_GAN 2.8273678
gen_loss_L1 0.2032201
recording summary
progress epoch 133 step 400 image/sec 0.6 remaining 793m
discrim_loss 0.49517637
gen_loss_GAN 2.8790991
gen_loss_L1 0.20795101
progress epoch 134 step 50 image/sec 0.6 remaining 792m
discrim_loss 0.57309604
gen_loss_GAN 2.838693
gen_loss_L1 0.20789427
recording summary
progress epoch 134 step 100 image/sec 0.6 remaining 790m
discrim_loss 0.533142
gen_loss_GAN 2.8665695
gen_loss_L1 0.20897213
progress epoch 134 step 150 image/sec 0.6 remaining 789m
discrim_loss 0.55758274
gen_loss_GAN 2.8546393
gen_loss_L1 0.20788032
recording summary
progress epoch 134 step 200 image/sec 0.6 remaining 787m
discrim_loss 0.56486726
gen_loss_GAN 2.832254
gen_loss_L1 0.21026115
progress epoch 134 step 250 image/sec 0.6 remaining 786m
discrim_loss 0.64508295
gen_loss_GAN 2.7520938
gen_loss_L1 0.20796655
recording summary
progress epoch 134 step 300 image/sec 0.6 remaining 784m
discrim_loss 0.56008536
gen_loss_GAN 2.7816577
gen_loss_L1 0.21059561
progress epoch 134 step 350 image/sec 0.6 remaining 783m
discrim_loss 0.5361766
gen_loss_GAN 2.8192303
gen_loss_L1 0.20916486
recording summary
progress epoch 134 step 400 image/sec 0.6 remaining 781m
discrim_loss 0.5415604
gen_loss_GAN 2.8179967
gen_loss_L1 0.20799789
progress epoch 135 step 50 image/sec 0.6 remaining 780m
discrim_loss 0.5244936
gen_loss_GAN 2.8072453
gen_loss_L1 0.20956714
recording summary
progress epoch 135 step 100 image/sec 0.6 remaining 778m
discrim_loss 0.5257195
gen_loss_GAN 2.8450513
gen_loss_L1 0.2093758
progress epoch 135 step 150 image/sec 0.6 remaining 777m
discrim_loss 0.5422566
gen_loss_GAN 2.8863845
gen_loss_L1 0.20629585
recording summary
progress epoch 135 step 200 image/sec 0.6 remaining 775m
discrim_loss 0.6035203
gen_loss_GAN 2.95925
gen_loss_L1 0.20577239
progress epoch 135 step 250 image/sec 0.6 remaining 774m
discrim_loss 0.57983685
gen_loss_GAN 2.9558136
gen_loss_L1 0.20487006
recording summary
progress epoch 135 step 300 image/sec 0.6 remaining 772m
discrim_loss 0.5606228
gen_loss_GAN 2.9513936
gen_loss_L1 0.20585927
progress epoch 135 step 350 image/sec 0.6 remaining 771m
discrim_loss 0.5147148
gen_loss_GAN 2.8809342
gen_loss_L1 0.20472613
recording summary
progress epoch 135 step 400 image/sec 0.6 remaining 769m
discrim_loss 0.5334272
gen_loss_GAN 2.8518598
gen_loss_L1 0.20502906
progress epoch 136 step 50 image/sec 0.6 remaining 768m
discrim_loss 0.5265108
gen_loss_GAN 2.8166504
gen_loss_L1 0.20356224
recording summary
progress epoch 136 step 100 image/sec 0.6 remaining 767m
discrim_loss 0.5206546
gen_loss_GAN 2.7854662
gen_loss_L1 0.2039635
progress epoch 136 step 150 image/sec 0.6 remaining 765m
discrim_loss 0.5880256
gen_loss_GAN 2.8203743
gen_loss_L1 0.20350358
recording summary
progress epoch 136 step 200 image/sec 0.6 remaining 764m
discrim_loss 0.6088069
gen_loss_GAN 2.8459735
gen_loss_L1 0.20641106
progress epoch 136 step 250 image/sec 0.6 remaining 762m
discrim_loss 0.59230983
gen_loss_GAN 2.8390994
gen_loss_L1 0.20298079
recording summary
progress epoch 136 step 300 image/sec 0.6 remaining 761m
discrim_loss 0.6093545
gen_loss_GAN 2.8276968
gen_loss_L1 0.20656672
progress epoch 136 step 350 image/sec 0.6 remaining 759m
discrim_loss 0.53451824
gen_loss_GAN 2.79207
gen_loss_L1 0.20832907
recording summary
progress epoch 136 step 400 image/sec 0.6 remaining 758m
discrim_loss 0.5197421
gen_loss_GAN 2.8167462
gen_loss_L1 0.20688297
progress epoch 137 step 50 image/sec 0.6 remaining 756m
discrim_loss 0.5553707
gen_loss_GAN 2.8127959
gen_loss_L1 0.2075478
recording summary
progress epoch 137 step 100 image/sec 0.6 remaining 755m
discrim_loss 0.57722586
gen_loss_GAN 2.8580415
gen_loss_L1 0.20891516
progress epoch 137 step 150 image/sec 0.6 remaining 753m
discrim_loss 0.5593593
gen_loss_GAN 2.843448
gen_loss_L1 0.20506983
recording summary
progress epoch 137 step 200 image/sec 0.6 remaining 752m
discrim_loss 0.52943695
gen_loss_GAN 2.8652973
gen_loss_L1 0.20767716
progress epoch 137 step 250 image/sec 0.6 remaining 750m
discrim_loss 0.51882124
gen_loss_GAN 2.8254771
gen_loss_L1 0.20277442
recording summary
progress epoch 137 step 300 image/sec 0.6 remaining 749m
discrim_loss 0.60263103
gen_loss_GAN 2.7710836
gen_loss_L1 0.20308162
progress epoch 137 step 350 image/sec 0.6 remaining 747m
discrim_loss 0.536485
gen_loss_GAN 2.6988375
gen_loss_L1 0.20632666
recording summary
progress epoch 137 step 400 image/sec 0.6 remaining 746m
discrim_loss 0.5592885
gen_loss_GAN 2.7696831
gen_loss_L1 0.20528637
progress epoch 138 step 50 image/sec 0.6 remaining 744m
discrim_loss 0.5555937
gen_loss_GAN 2.7553976
gen_loss_L1 0.20287433
recording summary
progress epoch 138 step 100 image/sec 0.6 remaining 743m
discrim_loss 0.53466326
gen_loss_GAN 2.7963402
gen_loss_L1 0.20139825
progress epoch 138 step 150 image/sec 0.6 remaining 741m
discrim_loss 0.4980472
gen_loss_GAN 2.8715317
gen_loss_L1 0.20426024
recording summary
progress epoch 138 step 200 image/sec 0.6 remaining 740m
discrim_loss 0.5086362
gen_loss_GAN 2.8400097
gen_loss_L1 0.2069469
saving model
progress epoch 138 step 250 image/sec 0.6 remaining 738m
discrim_loss 0.54099774
gen_loss_GAN 2.8812082
gen_loss_L1 0.2052599
recording summary
progress epoch 138 step 300 image/sec 0.6 remaining 737m
discrim_loss 0.5376109
gen_loss_GAN 2.869554
gen_loss_L1 0.20189568
progress epoch 138 step 350 image/sec 0.6 remaining 736m
discrim_loss 0.49630967
gen_loss_GAN 2.8809695
gen_loss_L1 0.20404354
recording summary
progress epoch 138 step 400 image/sec 0.6 remaining 734m
discrim_loss 0.51632684
gen_loss_GAN 2.7984595
gen_loss_L1 0.20828195
progress epoch 139 step 50 image/sec 0.6 remaining 733m
discrim_loss 0.49321255
gen_loss_GAN 2.794139
gen_loss_L1 0.20575963
recording summary
progress epoch 139 step 100 image/sec 0.6 remaining 731m
discrim_loss 0.4916767
gen_loss_GAN 2.8508878
gen_loss_L1 0.20793088
progress epoch 139 step 150 image/sec 0.6 remaining 730m
discrim_loss 0.4613192
gen_loss_GAN 2.8858776
gen_loss_L1 0.20402516
recording summary
progress epoch 139 step 200 image/sec 0.6 remaining 728m
discrim_loss 0.5102724
gen_loss_GAN 2.881919
gen_loss_L1 0.2038303
progress epoch 139 step 250 image/sec 0.6 remaining 727m
discrim_loss 0.55571395
gen_loss_GAN 2.8828578
gen_loss_L1 0.20292741
recording summary
progress epoch 139 step 300 image/sec 0.6 remaining 725m
discrim_loss 0.5647133
gen_loss_GAN 2.8629704
gen_loss_L1 0.20330776
progress epoch 139 step 350 image/sec 0.6 remaining 724m
discrim_loss 0.5763377
gen_loss_GAN 2.8318744
gen_loss_L1 0.20531918
recording summary
progress epoch 139 step 400 image/sec 0.6 remaining 722m
discrim_loss 0.58220416
gen_loss_GAN 2.8575478
gen_loss_L1 0.20757806
progress epoch 140 step 50 image/sec 0.6 remaining 721m
discrim_loss 0.546918
gen_loss_GAN 2.9060752
gen_loss_L1 0.20565425
recording summary
progress epoch 140 step 100 image/sec 0.6 remaining 719m
discrim_loss 0.54039377
gen_loss_GAN 2.761159
gen_loss_L1 0.20512468
progress epoch 140 step 150 image/sec 0.6 remaining 718m
discrim_loss 0.54643565
gen_loss_GAN 2.7856536
gen_loss_L1 0.2029971
recording summary
progress epoch 140 step 200 image/sec 0.6 remaining 716m
discrim_loss 0.50488895
gen_loss_GAN 2.892936
gen_loss_L1 0.20289767
progress epoch 140 step 250 image/sec 0.6 remaining 715m
discrim_loss 0.4970102
gen_loss_GAN 2.8108602
gen_loss_L1 0.20706028
recording summary
progress epoch 140 step 300 image/sec 0.6 remaining 713m
discrim_loss 0.53612614
gen_loss_GAN 2.7924724
gen_loss_L1 0.20434925
progress epoch 140 step 350 image/sec 0.6 remaining 712m
discrim_loss 0.49191093
gen_loss_GAN 2.831049
gen_loss_L1 0.2082315
recording summary
progress epoch 140 step 400 image/sec 0.6 remaining 710m
discrim_loss 0.5270828
gen_loss_GAN 2.8289952
gen_loss_L1 0.20582113
progress epoch 141 step 50 image/sec 0.6 remaining 709m
discrim_loss 0.5230903
gen_loss_GAN 2.869236
gen_loss_L1 0.20449018
recording summary
progress epoch 141 step 100 image/sec 0.6 remaining 707m
discrim_loss 0.5552731
gen_loss_GAN 2.8654883
gen_loss_L1 0.20435241
progress epoch 141 step 150 image/sec 0.6 remaining 706m
discrim_loss 0.60285807
gen_loss_GAN 2.940356
gen_loss_L1 0.19933619
recording summary
progress epoch 141 step 200 image/sec 0.6 remaining 704m
discrim_loss 0.59520406
gen_loss_GAN 2.9399643
gen_loss_L1 0.20266576
progress epoch 141 step 250 image/sec 0.6 remaining 703m
discrim_loss 0.5533725
gen_loss_GAN 2.9021492
gen_loss_L1 0.20222563
recording summary
progress epoch 141 step 300 image/sec 0.6 remaining 701m
discrim_loss 0.60718304
gen_loss_GAN 2.9080436
gen_loss_L1 0.20389684
progress epoch 141 step 350 image/sec 0.6 remaining 700m
discrim_loss 0.580573
gen_loss_GAN 2.9305744
gen_loss_L1 0.20026663
recording summary
progress epoch 141 step 400 image/sec 0.6 remaining 699m
discrim_loss 0.6237919
gen_loss_GAN 2.838203
gen_loss_L1 0.20423901
progress epoch 142 step 50 image/sec 0.6 remaining 697m
discrim_loss 0.5911011
gen_loss_GAN 2.9186432
gen_loss_L1 0.20363286
recording summary
progress epoch 142 step 100 image/sec 0.6 remaining 696m
discrim_loss 0.5371347
gen_loss_GAN 2.8470514
gen_loss_L1 0.20369425
progress epoch 142 step 150 image/sec 0.6 remaining 694m
discrim_loss 0.54946405
gen_loss_GAN 2.9415975
gen_loss_L1 0.20547645
recording summary
progress epoch 142 step 200 image/sec 0.6 remaining 693m
discrim_loss 0.55930865
gen_loss_GAN 2.828413
gen_loss_L1 0.20526974
progress epoch 142 step 250 image/sec 0.6 remaining 691m
discrim_loss 0.4970752
gen_loss_GAN 2.885038
gen_loss_L1 0.20151885
recording summary
progress epoch 142 step 300 image/sec 0.6 remaining 690m
discrim_loss 0.56086767
gen_loss_GAN 2.9287975
gen_loss_L1 0.2074824
progress epoch 142 step 350 image/sec 0.6 remaining 688m
discrim_loss 0.60117507
gen_loss_GAN 2.8015428
gen_loss_L1 0.20765531
recording summary
progress epoch 142 step 400 image/sec 0.6 remaining 687m
discrim_loss 0.5979414
gen_loss_GAN 2.8170931
gen_loss_L1 0.20225357
progress epoch 143 step 50 image/sec 0.6 remaining 685m
discrim_loss 0.57486
gen_loss_GAN 2.7467065
gen_loss_L1 0.20581052
recording summary
progress epoch 143 step 100 image/sec 0.6 remaining 684m
discrim_loss 0.5612982
gen_loss_GAN 2.7541516
gen_loss_L1 0.20708545
progress epoch 143 step 150 image/sec 0.6 remaining 682m
discrim_loss 0.595691
gen_loss_GAN 2.777695
gen_loss_L1 0.203234
recording summary
progress epoch 143 step 200 image/sec 0.6 remaining 681m
discrim_loss 0.5317445
gen_loss_GAN 2.8394246
gen_loss_L1 0.20348355
progress epoch 143 step 250 image/sec 0.6 remaining 679m
discrim_loss 0.56973463
gen_loss_GAN 2.8454468
gen_loss_L1 0.20018208
recording summary
progress epoch 143 step 300 image/sec 0.6 remaining 678m
discrim_loss 0.54858685
gen_loss_GAN 2.9069667
gen_loss_L1 0.19770393
progress epoch 143 step 350 image/sec 0.6 remaining 676m
discrim_loss 0.5022947
gen_loss_GAN 2.8103483
gen_loss_L1 0.2037063
recording summary
progress epoch 143 step 400 image/sec 0.6 remaining 675m
discrim_loss 0.6001905
gen_loss_GAN 2.7810476
gen_loss_L1 0.20309633
progress epoch 144 step 50 image/sec 0.6 remaining 673m
discrim_loss 0.56114143
gen_loss_GAN 2.8204868
gen_loss_L1 0.20301676
recording summary
progress epoch 144 step 100 image/sec 0.6 remaining 672m
discrim_loss 0.5355728
gen_loss_GAN 2.8392353
gen_loss_L1 0.20326777
progress epoch 144 step 150 image/sec 0.6 remaining 670m
discrim_loss 0.5005553
gen_loss_GAN 2.8482184
gen_loss_L1 0.20492937
recording summary
progress epoch 144 step 200 image/sec 0.6 remaining 669m
discrim_loss 0.51995105
gen_loss_GAN 2.8637404
gen_loss_L1 0.20192537
progress epoch 144 step 250 image/sec 0.6 remaining 668m
discrim_loss 0.5154339
gen_loss_GAN 2.8728743
gen_loss_L1 0.20203152
recording summary
progress epoch 144 step 300 image/sec 0.6 remaining 666m
discrim_loss 0.5173139
gen_loss_GAN 2.8919082
gen_loss_L1 0.20239125
progress epoch 144 step 350 image/sec 0.6 remaining 665m
discrim_loss 0.46050093
gen_loss_GAN 2.8827426
gen_loss_L1 0.20351116
recording summary
progress epoch 144 step 400 image/sec 0.6 remaining 663m
discrim_loss 0.5060621
gen_loss_GAN 2.7917147
gen_loss_L1 0.20213994
progress epoch 145 step 50 image/sec 0.6 remaining 662m
discrim_loss 0.4827813
gen_loss_GAN 2.884112
gen_loss_L1 0.19888896
recording summary
progress epoch 145 step 100 image/sec 0.6 remaining 660m
discrim_loss 0.49329275
gen_loss_GAN 2.825447
gen_loss_L1 0.19959874
progress epoch 145 step 150 image/sec 0.6 remaining 659m
discrim_loss 0.5437565
gen_loss_GAN 2.8647516
gen_loss_L1 0.20031545
recording summary
progress epoch 145 step 200 image/sec 0.6 remaining 657m
discrim_loss 0.5072438
gen_loss_GAN 2.8438487
gen_loss_L1 0.1997555
progress epoch 145 step 250 image/sec 0.6 remaining 656m
discrim_loss 0.59627646
gen_loss_GAN 2.7600868
gen_loss_L1 0.19939406
recording summary
progress epoch 145 step 300 image/sec 0.6 remaining 654m
discrim_loss 0.6145148
gen_loss_GAN 2.896173
gen_loss_L1 0.200377
progress epoch 145 step 350 image/sec 0.6 remaining 653m
discrim_loss 0.5905004
gen_loss_GAN 2.8765645
gen_loss_L1 0.20249169
recording summary
progress epoch 145 step 400 image/sec 0.6 remaining 651m
discrim_loss 0.5420933
gen_loss_GAN 2.9037442
gen_loss_L1 0.20530455
progress epoch 146 step 50 image/sec 0.6 remaining 650m
discrim_loss 0.49418527
gen_loss_GAN 2.911714
gen_loss_L1 0.20413145
recording summary
progress epoch 146 step 100 image/sec 0.6 remaining 648m
discrim_loss 0.49615833
gen_loss_GAN 2.8734953
gen_loss_L1 0.20146665
progress epoch 146 step 150 image/sec 0.6 remaining 647m
discrim_loss 0.53250307
gen_loss_GAN 2.96631
gen_loss_L1 0.20327574
recording summary
progress epoch 146 step 200 image/sec 0.6 remaining 645m
discrim_loss 0.5416291
gen_loss_GAN 2.8755782
gen_loss_L1 0.2056857
progress epoch 146 step 250 image/sec 0.6 remaining 644m
discrim_loss 0.5118481
gen_loss_GAN 2.877213
gen_loss_L1 0.20513377
recording summary
progress epoch 146 step 300 image/sec 0.6 remaining 642m
discrim_loss 0.5108077
gen_loss_GAN 2.8712711
gen_loss_L1 0.20461513
progress epoch 146 step 350 image/sec 0.6 remaining 641m
discrim_loss 0.54371035
gen_loss_GAN 2.8598988
gen_loss_L1 0.20198365
recording summary
progress epoch 146 step 400 image/sec 0.6 remaining 639m
discrim_loss 0.58869445
gen_loss_GAN 2.8683667
gen_loss_L1 0.19823182
progress epoch 147 step 50 image/sec 0.6 remaining 638m
discrim_loss 0.55440557
gen_loss_GAN 2.8001304
gen_loss_L1 0.19807251
recording summary
progress epoch 147 step 100 image/sec 0.6 remaining 637m
discrim_loss 0.54807484
gen_loss_GAN 2.9273999
gen_loss_L1 0.20352416
progress epoch 147 step 150 image/sec 0.6 remaining 635m
discrim_loss 0.5551604
gen_loss_GAN 2.8731196
gen_loss_L1 0.20184204
recording summary
progress epoch 147 step 200 image/sec 0.6 remaining 634m
discrim_loss 0.59331673
gen_loss_GAN 2.8751483
gen_loss_L1 0.20409966
progress epoch 147 step 250 image/sec 0.6 remaining 632m
discrim_loss 0.57543737
gen_loss_GAN 2.8594534
gen_loss_L1 0.20222041
recording summary
progress epoch 147 step 300 image/sec 0.6 remaining 631m
discrim_loss 0.5863817
gen_loss_GAN 2.8698
gen_loss_L1 0.2017872
progress epoch 147 step 350 image/sec 0.6 remaining 629m
discrim_loss 0.6249495
gen_loss_GAN 2.8512504
gen_loss_L1 0.20102124
recording summary
progress epoch 147 step 400 image/sec 0.6 remaining 628m
discrim_loss 0.57199895
gen_loss_GAN 2.8875597
gen_loss_L1 0.19964273
progress epoch 148 step 50 image/sec 0.6 remaining 626m
discrim_loss 0.56676054
gen_loss_GAN 2.829935
gen_loss_L1 0.20108287
recording summary
progress epoch 148 step 100 image/sec 0.6 remaining 625m
discrim_loss 0.6068202
gen_loss_GAN 2.8034096
gen_loss_L1 0.20429344
progress epoch 148 step 150 image/sec 0.6 remaining 623m
discrim_loss 0.6071163
gen_loss_GAN 2.8091125
gen_loss_L1 0.20156232
recording summary
progress epoch 148 step 200 image/sec 0.6 remaining 622m
discrim_loss 0.60648906
gen_loss_GAN 2.858725
gen_loss_L1 0.20238136
progress epoch 148 step 250 image/sec 0.6 remaining 620m
discrim_loss 0.63874
gen_loss_GAN 2.911975
gen_loss_L1 0.2023286
recording summary
progress epoch 148 step 300 image/sec 0.6 remaining 619m
discrim_loss 0.57769
gen_loss_GAN 2.8709733
gen_loss_L1 0.20102811
progress epoch 148 step 350 image/sec 0.6 remaining 617m
discrim_loss 0.55749893
gen_loss_GAN 2.9508448
gen_loss_L1 0.2016227
recording summary
progress epoch 148 step 400 image/sec 0.6 remaining 616m
discrim_loss 0.5352632
gen_loss_GAN 2.9073956
gen_loss_L1 0.20313707
progress epoch 149 step 50 image/sec 0.6 remaining 614m
discrim_loss 0.5301282
gen_loss_GAN 2.824549
gen_loss_L1 0.20178218
recording summary
progress epoch 149 step 100 image/sec 0.6 remaining 613m
discrim_loss 0.52541643
gen_loss_GAN 2.726445
gen_loss_L1 0.20323263
progress epoch 149 step 150 image/sec 0.6 remaining 611m
discrim_loss 0.5444106
gen_loss_GAN 2.7546232
gen_loss_L1 0.20085678
recording summary
progress epoch 149 step 200 image/sec 0.6 remaining 610m
discrim_loss 0.5424348
gen_loss_GAN 2.9075906
gen_loss_L1 0.20078364
progress epoch 149 step 250 image/sec 0.6 remaining 608m
discrim_loss 0.5437533
gen_loss_GAN 2.8823924
gen_loss_L1 0.20291157
recording summary
progress epoch 149 step 300 image/sec 0.6 remaining 607m
discrim_loss 0.52817196
gen_loss_GAN 2.8933086
gen_loss_L1 0.20259474
progress epoch 149 step 350 image/sec 0.6 remaining 605m
discrim_loss 0.46538278
gen_loss_GAN 2.913857
gen_loss_L1 0.2004976
recording summary
progress epoch 149 step 400 image/sec 0.6 remaining 604m
discrim_loss 0.5004523
gen_loss_GAN 2.9554353
gen_loss_L1 0.20413633
progress epoch 150 step 50 image/sec 0.6 remaining 602m
discrim_loss 0.49080572
gen_loss_GAN 2.9550004
gen_loss_L1 0.20389996
recording summary
progress epoch 150 step 100 image/sec 0.6 remaining 601m
discrim_loss 0.45534056
gen_loss_GAN 2.9238513
gen_loss_L1 0.20563865
progress epoch 150 step 150 image/sec 0.6 remaining 600m
discrim_loss 0.58844
gen_loss_GAN 2.8664181
gen_loss_L1 0.20122078
recording summary
progress epoch 150 step 200 image/sec 0.6 remaining 598m
discrim_loss 0.57014805
gen_loss_GAN 2.8031664
gen_loss_L1 0.2011381
progress epoch 150 step 250 image/sec 0.6 remaining 597m
discrim_loss 0.48020992
gen_loss_GAN 2.8800113
gen_loss_L1 0.20419413
recording summary
progress epoch 150 step 300 image/sec 0.6 remaining 595m
discrim_loss 0.4997666
gen_loss_GAN 2.7907236
gen_loss_L1 0.2015907
progress epoch 150 step 350 image/sec 0.6 remaining 594m
discrim_loss 0.5138916
gen_loss_GAN 2.8060274
gen_loss_L1 0.202625
recording summary
progress epoch 150 step 400 image/sec 0.6 remaining 592m
discrim_loss 0.49766502
gen_loss_GAN 2.9487913
gen_loss_L1 0.20369872
saving model
progress epoch 151 step 50 image/sec 0.6 remaining 591m
discrim_loss 0.5957307
gen_loss_GAN 3.038267
gen_loss_L1 0.20620465
recording summary
progress epoch 151 step 100 image/sec 0.6 remaining 589m
discrim_loss 0.54492134
gen_loss_GAN 2.9777439
gen_loss_L1 0.20193765
progress epoch 151 step 150 image/sec 0.6 remaining 588m
discrim_loss 0.48197263
gen_loss_GAN 3.018726
gen_loss_L1 0.19977292
recording summary
progress epoch 151 step 200 image/sec 0.6 remaining 586m
discrim_loss 0.5096434
gen_loss_GAN 2.954916
gen_loss_L1 0.20042592
progress epoch 151 step 250 image/sec 0.6 remaining 585m
discrim_loss 0.59933376
gen_loss_GAN 2.9718163
gen_loss_L1 0.1991262
recording summary
progress epoch 151 step 300 image/sec 0.6 remaining 583m
discrim_loss 0.6209996
gen_loss_GAN 2.9152522
gen_loss_L1 0.2002575
progress epoch 151 step 350 image/sec 0.6 remaining 582m
discrim_loss 0.5710267
gen_loss_GAN 2.8872058
gen_loss_L1 0.19906771
recording summary
progress epoch 151 step 400 image/sec 0.6 remaining 580m
discrim_loss 0.55108035
gen_loss_GAN 2.8992689
gen_loss_L1 0.20471671
progress epoch 152 step 50 image/sec 0.6 remaining 579m
discrim_loss 0.5347056
gen_loss_GAN 2.9050856
gen_loss_L1 0.2006785
recording summary
progress epoch 152 step 100 image/sec 0.6 remaining 577m
discrim_loss 0.5721871
gen_loss_GAN 2.8780513
gen_loss_L1 0.20362991
progress epoch 152 step 150 image/sec 0.6 remaining 576m
discrim_loss 0.4888254
gen_loss_GAN 2.8885553
gen_loss_L1 0.19887279
recording summary
progress epoch 152 step 200 image/sec 0.6 remaining 574m
discrim_loss 0.5483995
gen_loss_GAN 2.8696692
gen_loss_L1 0.2021896
progress epoch 152 step 250 image/sec 0.6 remaining 573m
discrim_loss 0.61469126
gen_loss_GAN 2.8642855
gen_loss_L1 0.19847223
recording summary
progress epoch 152 step 300 image/sec 0.6 remaining 571m
discrim_loss 0.5773317
gen_loss_GAN 2.836379
gen_loss_L1 0.20326588
progress epoch 152 step 350 image/sec 0.6 remaining 570m
discrim_loss 0.57591796
gen_loss_GAN 2.820266
gen_loss_L1 0.20757861
recording summary
progress epoch 152 step 400 image/sec 0.6 remaining 568m
discrim_loss 0.54232824
gen_loss_GAN 2.8801465
gen_loss_L1 0.20278749
progress epoch 153 step 50 image/sec 0.6 remaining 567m
discrim_loss 0.56766504
gen_loss_GAN 2.8982892
gen_loss_L1 0.19956519
recording summary
progress epoch 153 step 100 image/sec 0.6 remaining 566m
discrim_loss 0.56860596
gen_loss_GAN 2.8762577
gen_loss_L1 0.19335291
progress epoch 153 step 150 image/sec 0.6 remaining 564m
discrim_loss 0.5211156
gen_loss_GAN 2.8806796
gen_loss_L1 0.1988587
recording summary
progress epoch 153 step 200 image/sec 0.6 remaining 563m
discrim_loss 0.5185288
gen_loss_GAN 2.8854146
gen_loss_L1 0.19974005
progress epoch 153 step 250 image/sec 0.6 remaining 561m
discrim_loss 0.4848433
gen_loss_GAN 2.8854232
gen_loss_L1 0.19886667
recording summary
progress epoch 153 step 300 image/sec 0.6 remaining 560m
discrim_loss 0.4963312
gen_loss_GAN 2.8249805
gen_loss_L1 0.19914445
progress epoch 153 step 350 image/sec 0.6 remaining 558m
discrim_loss 0.61496145
gen_loss_GAN 2.896779
gen_loss_L1 0.20106633
recording summary
progress epoch 153 step 400 image/sec 0.6 remaining 557m
discrim_loss 0.5564705
gen_loss_GAN 2.9090781
gen_loss_L1 0.20052254
progress epoch 154 step 50 image/sec 0.6 remaining 555m
discrim_loss 0.53233165
gen_loss_GAN 2.8284247
gen_loss_L1 0.19815923
recording summary
progress epoch 154 step 100 image/sec 0.6 remaining 554m
discrim_loss 0.5256631
gen_loss_GAN 2.8265297
gen_loss_L1 0.2001436
progress epoch 154 step 150 image/sec 0.6 remaining 552m
discrim_loss 0.47631243
gen_loss_GAN 2.8317645
gen_loss_L1 0.19846685
recording summary
progress epoch 154 step 200 image/sec 0.6 remaining 551m
discrim_loss 0.42509443
gen_loss_GAN 2.8643951
gen_loss_L1 0.19926974
progress epoch 154 step 250 image/sec 0.6 remaining 549m
discrim_loss 0.44903648
gen_loss_GAN 2.9594638
gen_loss_L1 0.19957066
recording summary
progress epoch 154 step 300 image/sec 0.6 remaining 548m
discrim_loss 0.51964074
gen_loss_GAN 2.9630656
gen_loss_L1 0.19872837
progress epoch 154 step 350 image/sec 0.6 remaining 546m
discrim_loss 0.5190168
gen_loss_GAN 2.9142745
gen_loss_L1 0.19986261
recording summary
progress epoch 154 step 400 image/sec 0.6 remaining 545m
discrim_loss 0.5080392
gen_loss_GAN 2.9579139
gen_loss_L1 0.2015104
progress epoch 155 step 50 image/sec 0.6 remaining 543m
discrim_loss 0.5095892
gen_loss_GAN 2.9325304
gen_loss_L1 0.19865057
recording summary
progress epoch 155 step 100 image/sec 0.6 remaining 542m
discrim_loss 0.5275796
gen_loss_GAN 2.8163486
gen_loss_L1 0.19823878
progress epoch 155 step 150 image/sec 0.6 remaining 540m
discrim_loss 0.4987967
gen_loss_GAN 2.8103106
gen_loss_L1 0.20054668
recording summary
progress epoch 155 step 200 image/sec 0.6 remaining 539m
discrim_loss 0.5185132
gen_loss_GAN 2.8439686
gen_loss_L1 0.19686888
progress epoch 155 step 250 image/sec 0.6 remaining 537m
discrim_loss 0.4959763
gen_loss_GAN 2.863039
gen_loss_L1 0.19862497
recording summary
progress epoch 155 step 300 image/sec 0.6 remaining 536m
discrim_loss 0.48937777
gen_loss_GAN 2.9097018
gen_loss_L1 0.20154254
progress epoch 155 step 350 image/sec 0.6 remaining 535m
discrim_loss 0.50398713
gen_loss_GAN 3.0004916
gen_loss_L1 0.20313802
recording summary
progress epoch 155 step 400 image/sec 0.6 remaining 533m
discrim_loss 0.6734662
gen_loss_GAN 2.9407387
gen_loss_L1 0.20387442
progress epoch 156 step 50 image/sec 0.6 remaining 532m
discrim_loss 0.6244105
gen_loss_GAN 2.903489
gen_loss_L1 0.20026259
recording summary
progress epoch 156 step 100 image/sec 0.6 remaining 530m
discrim_loss 0.60873073
gen_loss_GAN 2.9476643
gen_loss_L1 0.19973612
progress epoch 156 step 150 image/sec 0.6 remaining 529m
discrim_loss 0.5906462
gen_loss_GAN 2.8888264
gen_loss_L1 0.19686726
recording summary
progress epoch 156 step 200 image/sec 0.6 remaining 527m
discrim_loss 0.5986175
gen_loss_GAN 2.869273
gen_loss_L1 0.19532165
progress epoch 156 step 250 image/sec 0.6 remaining 526m
discrim_loss 0.5566753
gen_loss_GAN 2.8959436
gen_loss_L1 0.19674006
recording summary
progress epoch 156 step 300 image/sec 0.6 remaining 524m
discrim_loss 0.5204216
gen_loss_GAN 2.8444612
gen_loss_L1 0.2006211
progress epoch 156 step 350 image/sec 0.6 remaining 523m
discrim_loss 0.570274
gen_loss_GAN 2.9342372
gen_loss_L1 0.2024828
recording summary
progress epoch 156 step 400 image/sec 0.6 remaining 521m
discrim_loss 0.6224419
gen_loss_GAN 2.8825722
gen_loss_L1 0.20249508
progress epoch 157 step 50 image/sec 0.6 remaining 520m
discrim_loss 0.6352567
gen_loss_GAN 2.8813457
gen_loss_L1 0.19810654
recording summary
progress epoch 157 step 100 image/sec 0.6 remaining 518m
discrim_loss 0.56574565
gen_loss_GAN 2.8647294
gen_loss_L1 0.19928342
progress epoch 157 step 150 image/sec 0.6 remaining 517m
discrim_loss 0.50699335
gen_loss_GAN 2.88981
gen_loss_L1 0.20196228
recording summary
progress epoch 157 step 200 image/sec 0.6 remaining 515m
discrim_loss 0.5060119
gen_loss_GAN 2.837788
gen_loss_L1 0.19748263
progress epoch 157 step 250 image/sec 0.6 remaining 514m
discrim_loss 0.4927693
gen_loss_GAN 2.7782702
gen_loss_L1 0.19872187
recording summary
progress epoch 157 step 300 image/sec 0.6 remaining 512m
discrim_loss 0.45240983
gen_loss_GAN 2.8526838
gen_loss_L1 0.20183174
progress epoch 157 step 350 image/sec 0.6 remaining 511m
discrim_loss 0.53576416
gen_loss_GAN 2.8464038
gen_loss_L1 0.19795962
recording summary
progress epoch 157 step 400 image/sec 0.6 remaining 509m
discrim_loss 0.48980176
gen_loss_GAN 2.9075358
gen_loss_L1 0.1995903
progress epoch 158 step 50 image/sec 0.6 remaining 508m
discrim_loss 0.4691791
gen_loss_GAN 2.9649422
gen_loss_L1 0.20020005
recording summary
progress epoch 158 step 100 image/sec 0.6 remaining 506m
discrim_loss 0.49044827
gen_loss_GAN 3.008991
gen_loss_L1 0.20009956
progress epoch 158 step 150 image/sec 0.6 remaining 505m
discrim_loss 0.5101857
gen_loss_GAN 3.0014436
gen_loss_L1 0.19784999
recording summary
progress epoch 158 step 200 image/sec 0.6 remaining 503m
discrim_loss 0.5296196
gen_loss_GAN 2.9866233
gen_loss_L1 0.19764204
progress epoch 158 step 250 image/sec 0.6 remaining 502m
discrim_loss 0.5888421
gen_loss_GAN 2.999166
gen_loss_L1 0.19883838
recording summary
progress epoch 158 step 300 image/sec 0.6 remaining 501m
discrim_loss 0.580828
gen_loss_GAN 3.0947974
gen_loss_L1 0.20122373
progress epoch 158 step 350 image/sec 0.6 remaining 499m
discrim_loss 0.54565805
gen_loss_GAN 3.0111217
gen_loss_L1 0.20043513
recording summary
progress epoch 158 step 400 image/sec 0.6 remaining 498m
discrim_loss 0.58788323
gen_loss_GAN 2.9256246
gen_loss_L1 0.19918892
progress epoch 159 step 50 image/sec 0.6 remaining 496m
discrim_loss 0.5931918
gen_loss_GAN 2.910821
gen_loss_L1 0.19782394
recording summary
progress epoch 159 step 100 image/sec 0.6 remaining 495m
discrim_loss 0.55242276
gen_loss_GAN 2.8953583
gen_loss_L1 0.19736202
progress epoch 159 step 150 image/sec 0.6 remaining 493m
discrim_loss 0.62386954
gen_loss_GAN 2.8645205
gen_loss_L1 0.1982046
recording summary
progress epoch 159 step 200 image/sec 0.6 remaining 492m
discrim_loss 0.5816165
gen_loss_GAN 2.8882282
gen_loss_L1 0.19762763
progress epoch 159 step 250 image/sec 0.6 remaining 490m
discrim_loss 0.50315887
gen_loss_GAN 2.892471
gen_loss_L1 0.19832687
recording summary
progress epoch 159 step 300 image/sec 0.6 remaining 489m
discrim_loss 0.57301575
gen_loss_GAN 2.9187875
gen_loss_L1 0.19981906
progress epoch 159 step 350 image/sec 0.6 remaining 487m
discrim_loss 0.52846867
gen_loss_GAN 2.8485565
gen_loss_L1 0.19971763
recording summary
progress epoch 159 step 400 image/sec 0.6 remaining 486m
discrim_loss 0.49165618
gen_loss_GAN 2.8598943
gen_loss_L1 0.19823478
progress epoch 160 step 50 image/sec 0.6 remaining 484m
discrim_loss 0.4837249
gen_loss_GAN 2.8187375
gen_loss_L1 0.19885199
recording summary
progress epoch 160 step 100 image/sec 0.6 remaining 483m
discrim_loss 0.50096333
gen_loss_GAN 2.837615
gen_loss_L1 0.19809341
progress epoch 160 step 150 image/sec 0.6 remaining 481m
discrim_loss 0.528798
gen_loss_GAN 2.883435
gen_loss_L1 0.19583446
recording summary
progress epoch 160 step 200 image/sec 0.6 remaining 480m
discrim_loss 0.5357966
gen_loss_GAN 2.8535872
gen_loss_L1 0.19634804
progress epoch 160 step 250 image/sec 0.6 remaining 478m
discrim_loss 0.54608
gen_loss_GAN 2.8782573
gen_loss_L1 0.19962274
recording summary
progress epoch 160 step 300 image/sec 0.6 remaining 477m
discrim_loss 0.5182478
gen_loss_GAN 2.8216858
gen_loss_L1 0.19854078
progress epoch 160 step 350 image/sec 0.6 remaining 475m
discrim_loss 0.52677816
gen_loss_GAN 2.9789171
gen_loss_L1 0.19837688
recording summary
progress epoch 160 step 400 image/sec 0.6 remaining 474m
discrim_loss 0.58755237
gen_loss_GAN 2.9472299
gen_loss_L1 0.19819376
progress epoch 161 step 50 image/sec 0.6 remaining 472m
discrim_loss 0.62948745
gen_loss_GAN 3.0080762
gen_loss_L1 0.19856648
recording summary
progress epoch 161 step 100 image/sec 0.6 remaining 471m
discrim_loss 0.5895903
gen_loss_GAN 2.8840964
gen_loss_L1 0.19574188
progress epoch 161 step 150 image/sec 0.6 remaining 469m
discrim_loss 0.5448882
gen_loss_GAN 2.971976
gen_loss_L1 0.19483162
recording summary
progress epoch 161 step 200 image/sec 0.6 remaining 468m
discrim_loss 0.5270631
gen_loss_GAN 2.9658327
gen_loss_L1 0.19562124
progress epoch 161 step 250 image/sec 0.6 remaining 467m
discrim_loss 0.5629768
gen_loss_GAN 2.8806777
gen_loss_L1 0.19318587
recording summary
progress epoch 161 step 300 image/sec 0.6 remaining 465m
discrim_loss 0.49324813
gen_loss_GAN 2.8895464
gen_loss_L1 0.1954687
progress epoch 161 step 350 image/sec 0.6 remaining 464m
discrim_loss 0.46218458
gen_loss_GAN 2.8706326
gen_loss_L1 0.19462459
recording summary
progress epoch 161 step 400 image/sec 0.6 remaining 462m
discrim_loss 0.5418945
gen_loss_GAN 2.9336474
gen_loss_L1 0.19869849
progress epoch 162 step 50 image/sec 0.6 remaining 461m
discrim_loss 0.50526327
gen_loss_GAN 2.8631873
gen_loss_L1 0.19811518
recording summary
progress epoch 162 step 100 image/sec 0.6 remaining 459m
discrim_loss 0.502954
gen_loss_GAN 2.8644629
gen_loss_L1 0.19981715
progress epoch 162 step 150 image/sec 0.6 remaining 458m
discrim_loss 0.49665323
gen_loss_GAN 2.8796384
gen_loss_L1 0.20055129
recording summary
progress epoch 162 step 200 image/sec 0.6 remaining 456m
discrim_loss 0.50448614
gen_loss_GAN 2.9058154
gen_loss_L1 0.1998261
progress epoch 162 step 250 image/sec 0.6 remaining 455m
discrim_loss 0.450154
gen_loss_GAN 2.9791248
gen_loss_L1 0.19968508
recording summary
progress epoch 162 step 300 image/sec 0.6 remaining 453m
discrim_loss 0.4803801
gen_loss_GAN 2.968694
gen_loss_L1 0.19756448
progress epoch 162 step 350 image/sec 0.6 remaining 452m
discrim_loss 0.47951782
gen_loss_GAN 3.0111582
gen_loss_L1 0.19771941
recording summary
progress epoch 162 step 400 image/sec 0.6 remaining 450m
discrim_loss 0.5067162
gen_loss_GAN 2.950356
gen_loss_L1 0.19553387
progress epoch 163 step 50 image/sec 0.6 remaining 449m
discrim_loss 0.4884403
gen_loss_GAN 2.9782562
gen_loss_L1 0.19503556
recording summary
progress epoch 163 step 100 image/sec 0.6 remaining 447m
discrim_loss 0.48904625
gen_loss_GAN 3.0556679
gen_loss_L1 0.19837342
progress epoch 163 step 150 image/sec 0.6 remaining 446m
discrim_loss 0.4843027
gen_loss_GAN 3.0121906
gen_loss_L1 0.19717948
recording summary
progress epoch 163 step 200 image/sec 0.6 remaining 444m
discrim_loss 0.55478996
gen_loss_GAN 3.0093722
gen_loss_L1 0.20008133
saving model
progress epoch 163 step 250 image/sec 0.6 remaining 443m
discrim_loss 0.5537484
gen_loss_GAN 2.9519281
gen_loss_L1 0.19843481
recording summary
progress epoch 163 step 300 image/sec 0.6 remaining 441m
discrim_loss 0.55569106
gen_loss_GAN 2.9441643
gen_loss_L1 0.19647972
progress epoch 163 step 350 image/sec 0.6 remaining 440m
discrim_loss 0.56981474
gen_loss_GAN 2.9276936
gen_loss_L1 0.19447185
recording summary
progress epoch 163 step 400 image/sec 0.6 remaining 438m
discrim_loss 0.5793787
gen_loss_GAN 2.9604905
gen_loss_L1 0.19698031
progress epoch 164 step 50 image/sec 0.6 remaining 437m
discrim_loss 0.6004854
gen_loss_GAN 2.900867
gen_loss_L1 0.19499387
recording summary
progress epoch 164 step 100 image/sec 0.6 remaining 435m
discrim_loss 0.5369865
gen_loss_GAN 2.9197536
gen_loss_L1 0.19599612
progress epoch 164 step 150 image/sec 0.6 remaining 434m
discrim_loss 0.52059644
gen_loss_GAN 2.9059272
gen_loss_L1 0.19410145
recording summary
progress epoch 164 step 200 image/sec 0.6 remaining 432m
discrim_loss 0.49242154
gen_loss_GAN 2.954029
gen_loss_L1 0.19789997
progress epoch 164 step 250 image/sec 0.6 remaining 431m
discrim_loss 0.50256443
gen_loss_GAN 2.939788
gen_loss_L1 0.19625616
recording summary
progress epoch 164 step 300 image/sec 0.6 remaining 430m
discrim_loss 0.6119232
gen_loss_GAN 2.913158
gen_loss_L1 0.19808105
progress epoch 164 step 350 image/sec 0.6 remaining 428m
discrim_loss 0.5528839
gen_loss_GAN 2.8830845
gen_loss_L1 0.19795553
recording summary
progress epoch 164 step 400 image/sec 0.6 remaining 427m
discrim_loss 0.56218314
gen_loss_GAN 2.9316716
gen_loss_L1 0.19609846
progress epoch 165 step 50 image/sec 0.6 remaining 425m
discrim_loss 0.5923894
gen_loss_GAN 2.9960783
gen_loss_L1 0.1967868
recording summary
progress epoch 165 step 100 image/sec 0.6 remaining 424m
discrim_loss 0.5626224
gen_loss_GAN 2.96941
gen_loss_L1 0.20022222
progress epoch 165 step 150 image/sec 0.6 remaining 422m
discrim_loss 0.5411972
gen_loss_GAN 2.9416547
gen_loss_L1 0.19858752
recording summary
progress epoch 165 step 200 image/sec 0.6 remaining 421m
discrim_loss 0.52455664
gen_loss_GAN 2.892863
gen_loss_L1 0.19389609
progress epoch 165 step 250 image/sec 0.6 remaining 419m
discrim_loss 0.49847278
gen_loss_GAN 2.898068
gen_loss_L1 0.19349465
recording summary
progress epoch 165 step 300 image/sec 0.6 remaining 418m
discrim_loss 0.48177043
gen_loss_GAN 2.9380615
gen_loss_L1 0.1938407
progress epoch 165 step 350 image/sec 0.6 remaining 416m
discrim_loss 0.45756304
gen_loss_GAN 2.94764
gen_loss_L1 0.19965282
recording summary
progress epoch 165 step 400 image/sec 0.6 remaining 415m
discrim_loss 0.46442947
gen_loss_GAN 2.9665184
gen_loss_L1 0.1998129
progress epoch 166 step 50 image/sec 0.6 remaining 413m
discrim_loss 0.50810915
gen_loss_GAN 2.9702961
gen_loss_L1 0.19895768
recording summary
progress epoch 166 step 100 image/sec 0.6 remaining 412m
discrim_loss 0.58871067
gen_loss_GAN 3.0072508
gen_loss_L1 0.1968504
progress epoch 166 step 150 image/sec 0.6 remaining 410m
discrim_loss 0.5612425
gen_loss_GAN 2.9548802
gen_loss_L1 0.1962703
recording summary
progress epoch 166 step 200 image/sec 0.6 remaining 409m
discrim_loss 0.49634266
gen_loss_GAN 2.977893
gen_loss_L1 0.19586654
progress epoch 166 step 250 image/sec 0.6 remaining 407m
discrim_loss 0.4455458
gen_loss_GAN 2.959306
gen_loss_L1 0.19907457
recording summary
progress epoch 166 step 300 image/sec 0.6 remaining 406m
discrim_loss 0.48472616
gen_loss_GAN 2.999088
gen_loss_L1 0.19774632
progress epoch 166 step 350 image/sec 0.6 remaining 404m
discrim_loss 0.5838241
gen_loss_GAN 2.996966
gen_loss_L1 0.19702427
recording summary
progress epoch 166 step 400 image/sec 0.6 remaining 403m
discrim_loss 0.61095405
gen_loss_GAN 2.8890455
gen_loss_L1 0.19745502
progress epoch 167 step 50 image/sec 0.6 remaining 401m
discrim_loss 0.5592795
gen_loss_GAN 2.8924587
gen_loss_L1 0.19828399
recording summary
progress epoch 167 step 100 image/sec 0.6 remaining 400m
discrim_loss 0.59600735
gen_loss_GAN 2.8633885
gen_loss_L1 0.19941394
progress epoch 167 step 150 image/sec 0.6 remaining 398m
discrim_loss 0.55639833
gen_loss_GAN 2.8759153
gen_loss_L1 0.19517152
recording summary
progress epoch 167 step 200 image/sec 0.6 remaining 397m
discrim_loss 0.52963215
gen_loss_GAN 2.8856366
gen_loss_L1 0.19528301
progress epoch 167 step 250 image/sec 0.6 remaining 395m
discrim_loss 0.46137455
gen_loss_GAN 2.9293551
gen_loss_L1 0.1938811
recording summary
progress epoch 167 step 300 image/sec 0.6 remaining 394m
discrim_loss 0.5562082
gen_loss_GAN 2.9603148
gen_loss_L1 0.19831419
progress epoch 167 step 350 image/sec 0.6 remaining 392m
discrim_loss 0.54227096
gen_loss_GAN 2.9178395
gen_loss_L1 0.19591196
recording summary
progress epoch 167 step 400 image/sec 0.6 remaining 391m
discrim_loss 0.5466313
gen_loss_GAN 2.8163993
gen_loss_L1 0.19441134
progress epoch 168 step 50 image/sec 0.6 remaining 390m
discrim_loss 0.52332944
gen_loss_GAN 2.7976217
gen_loss_L1 0.19462655
recording summary
progress epoch 168 step 100 image/sec 0.6 remaining 388m
discrim_loss 0.5171756
gen_loss_GAN 2.9445243
gen_loss_L1 0.1975071
progress epoch 168 step 150 image/sec 0.6 remaining 387m
discrim_loss 0.56680435
gen_loss_GAN 2.934874
gen_loss_L1 0.1936647
recording summary
progress epoch 168 step 200 image/sec 0.6 remaining 385m
discrim_loss 0.64719456
gen_loss_GAN 2.850203
gen_loss_L1 0.19388631
progress epoch 168 step 250 image/sec 0.6 remaining 384m
discrim_loss 0.5879012
gen_loss_GAN 2.8757331
gen_loss_L1 0.19482577
recording summary
progress epoch 168 step 300 image/sec 0.6 remaining 382m
discrim_loss 0.5312008
gen_loss_GAN 2.988111
gen_loss_L1 0.1949851
progress epoch 168 step 350 image/sec 0.6 remaining 381m
discrim_loss 0.48819637
gen_loss_GAN 3.0546618
gen_loss_L1 0.19754525
recording summary
progress epoch 168 step 400 image/sec 0.6 remaining 379m
discrim_loss 0.454369
gen_loss_GAN 3.0943692
gen_loss_L1 0.19883317
progress epoch 169 step 50 image/sec 0.6 remaining 378m
discrim_loss 0.5070729
gen_loss_GAN 3.0272098
gen_loss_L1 0.19704367
recording summary
progress epoch 169 step 100 image/sec 0.6 remaining 376m
discrim_loss 0.50746536
gen_loss_GAN 2.9512458
gen_loss_L1 0.19672136
progress epoch 169 step 150 image/sec 0.6 remaining 375m
discrim_loss 0.53258896
gen_loss_GAN 2.939591
gen_loss_L1 0.19932577
recording summary
progress epoch 169 step 200 image/sec 0.6 remaining 373m
discrim_loss 0.52215123
gen_loss_GAN 2.9499066
gen_loss_L1 0.20012066
progress epoch 169 step 250 image/sec 0.6 remaining 372m
discrim_loss 0.53003037
gen_loss_GAN 2.8741167
gen_loss_L1 0.19657236
recording summary
progress epoch 169 step 300 image/sec 0.6 remaining 370m
discrim_loss 0.51620096
gen_loss_GAN 2.8738275
gen_loss_L1 0.19680376
progress epoch 169 step 350 image/sec 0.6 remaining 369m
discrim_loss 0.4922882
gen_loss_GAN 2.8821583
gen_loss_L1 0.19764127
recording summary
progress epoch 169 step 400 image/sec 0.6 remaining 367m
discrim_loss 0.5213481
gen_loss_GAN 2.9647439
gen_loss_L1 0.19766554
progress epoch 170 step 50 image/sec 0.6 remaining 366m
discrim_loss 0.58178365
gen_loss_GAN 2.9481313
gen_loss_L1 0.19378532
recording summary
progress epoch 170 step 100 image/sec 0.6 remaining 364m
discrim_loss 0.5740761
gen_loss_GAN 2.968651
gen_loss_L1 0.19422174
progress epoch 170 step 150 image/sec 0.6 remaining 363m
discrim_loss 0.54922813
gen_loss_GAN 2.922419
gen_loss_L1 0.19094752
recording summary
progress epoch 170 step 200 image/sec 0.6 remaining 361m
discrim_loss 0.52205426
gen_loss_GAN 2.966051
gen_loss_L1 0.19360524
progress epoch 170 step 250 image/sec 0.6 remaining 360m
discrim_loss 0.5565032
gen_loss_GAN 3.0252457
gen_loss_L1 0.1953668
recording summary
progress epoch 170 step 300 image/sec 0.6 remaining 358m
discrim_loss 0.56644374
gen_loss_GAN 3.0714483
gen_loss_L1 0.19292371
progress epoch 170 step 350 image/sec 0.6 remaining 357m
discrim_loss 0.5248381
gen_loss_GAN 2.9887283
gen_loss_L1 0.19386499
recording summary
progress epoch 170 step 400 image/sec 0.6 remaining 355m
discrim_loss 0.52600807
gen_loss_GAN 3.040225
gen_loss_L1 0.19788222
progress epoch 171 step 50 image/sec 0.6 remaining 354m
discrim_loss 0.5077213
gen_loss_GAN 2.9577458
gen_loss_L1 0.19670464
recording summary
progress epoch 171 step 100 image/sec 0.6 remaining 352m
discrim_loss 0.5374104
gen_loss_GAN 2.94498
gen_loss_L1 0.1965921
progress epoch 171 step 150 image/sec 0.6 remaining 351m
discrim_loss 0.4976922
gen_loss_GAN 2.9061487
gen_loss_L1 0.19618388
recording summary
progress epoch 171 step 200 image/sec 0.6 remaining 349m
discrim_loss 0.46712518
gen_loss_GAN 2.8847778
gen_loss_L1 0.19709639
progress epoch 171 step 250 image/sec 0.6 remaining 348m
discrim_loss 0.44626325
gen_loss_GAN 2.9008424
gen_loss_L1 0.19614205
recording summary
progress epoch 171 step 300 image/sec 0.6 remaining 347m
discrim_loss 0.43601513
gen_loss_GAN 2.9402988
gen_loss_L1 0.19746447
progress epoch 171 step 350 image/sec 0.6 remaining 345m
discrim_loss 0.45341742
gen_loss_GAN 2.9896214
gen_loss_L1 0.1973423
recording summary
progress epoch 171 step 400 image/sec 0.6 remaining 344m
discrim_loss 0.51688284
gen_loss_GAN 2.911237
gen_loss_L1 0.19523475
progress epoch 172 step 50 image/sec 0.6 remaining 342m
discrim_loss 0.50212556
gen_loss_GAN 2.8834229
gen_loss_L1 0.19493376
recording summary
progress epoch 172 step 100 image/sec 0.6 remaining 341m
discrim_loss 0.51823944
gen_loss_GAN 2.9501584
gen_loss_L1 0.19268288
progress epoch 172 step 150 image/sec 0.6 remaining 339m
discrim_loss 0.561566
gen_loss_GAN 2.9300013
gen_loss_L1 0.19380262
recording summary
progress epoch 172 step 200 image/sec 0.6 remaining 338m
discrim_loss 0.48275223
gen_loss_GAN 2.998851
gen_loss_L1 0.19492263
progress epoch 172 step 250 image/sec 0.6 remaining 336m
discrim_loss 0.48290163
gen_loss_GAN 2.9832118
gen_loss_L1 0.195281
recording summary
progress epoch 172 step 300 image/sec 0.6 remaining 335m
discrim_loss 0.520202
gen_loss_GAN 2.936916
gen_loss_L1 0.20009032
progress epoch 172 step 350 image/sec 0.6 remaining 333m
discrim_loss 0.62243104
gen_loss_GAN 2.9756303
gen_loss_L1 0.19690755
recording summary
progress epoch 172 step 400 image/sec 0.6 remaining 332m
discrim_loss 0.57974476
gen_loss_GAN 2.9595208
gen_loss_L1 0.19609915
progress epoch 173 step 50 image/sec 0.6 remaining 330m
discrim_loss 0.62924063
gen_loss_GAN 2.985249
gen_loss_L1 0.19585884
recording summary
progress epoch 173 step 100 image/sec 0.6 remaining 329m
discrim_loss 0.55047536
gen_loss_GAN 3.092674
gen_loss_L1 0.1929516
progress epoch 173 step 150 image/sec 0.6 remaining 327m
discrim_loss 0.5185284
gen_loss_GAN 3.0397384
gen_loss_L1 0.19130424
recording summary
progress epoch 173 step 200 image/sec 0.6 remaining 326m
discrim_loss 0.55457336
gen_loss_GAN 3.058693
gen_loss_L1 0.19134137
progress epoch 173 step 250 image/sec 0.6 remaining 324m
discrim_loss 0.5735703
gen_loss_GAN 2.975642
gen_loss_L1 0.18904862
recording summary
progress epoch 173 step 300 image/sec 0.6 remaining 323m
discrim_loss 0.62934244
gen_loss_GAN 2.8712537
gen_loss_L1 0.19189425
progress epoch 173 step 350 image/sec 0.6 remaining 321m
discrim_loss 0.5877379
gen_loss_GAN 2.9041393
gen_loss_L1 0.19825196
recording summary
progress epoch 173 step 400 image/sec 0.6 remaining 320m
discrim_loss 0.55370337
gen_loss_GAN 2.9132366
gen_loss_L1 0.19584976
progress epoch 174 step 50 image/sec 0.6 remaining 318m
discrim_loss 0.50541836
gen_loss_GAN 2.9041486
gen_loss_L1 0.19484739
recording summary
progress epoch 174 step 100 image/sec 0.6 remaining 317m
discrim_loss 0.5382398
gen_loss_GAN 2.977487
gen_loss_L1 0.19335367
progress epoch 174 step 150 image/sec 0.6 remaining 315m
discrim_loss 0.46477854
gen_loss_GAN 2.9625056
gen_loss_L1 0.1911678
recording summary
progress epoch 174 step 200 image/sec 0.6 remaining 314m
discrim_loss 0.4350389
gen_loss_GAN 2.9574523
gen_loss_L1 0.19336562
progress epoch 174 step 250 image/sec 0.6 remaining 312m
discrim_loss 0.42950574
gen_loss_GAN 2.9206288
gen_loss_L1 0.19365777
recording summary
progress epoch 174 step 300 image/sec 0.6 remaining 311m
discrim_loss 0.55916154
gen_loss_GAN 2.9255483
gen_loss_L1 0.19142571
progress epoch 174 step 350 image/sec 0.6 remaining 309m
discrim_loss 0.50665337
gen_loss_GAN 2.9653137
gen_loss_L1 0.20051798
recording summary
progress epoch 174 step 400 image/sec 0.6 remaining 308m
discrim_loss 0.5536701
gen_loss_GAN 3.0250375
gen_loss_L1 0.19660988
progress epoch 175 step 50 image/sec 0.6 remaining 306m
discrim_loss 0.54591966
gen_loss_GAN 3.0694885
gen_loss_L1 0.19686748
recording summary
progress epoch 175 step 100 image/sec 0.6 remaining 305m
discrim_loss 0.4999554
gen_loss_GAN 3.0353744
gen_loss_L1 0.19555804
progress epoch 175 step 150 image/sec 0.6 remaining 303m
discrim_loss 0.5289632
gen_loss_GAN 3.0052216
gen_loss_L1 0.19361374
recording summary
progress epoch 175 step 200 image/sec 0.6 remaining 302m
discrim_loss 0.5455723
gen_loss_GAN 2.9203367
gen_loss_L1 0.19422811
progress epoch 175 step 250 image/sec 0.6 remaining 301m
discrim_loss 0.5176375
gen_loss_GAN 3.0160909
gen_loss_L1 0.18934925
recording summary
progress epoch 175 step 300 image/sec 0.6 remaining 299m
discrim_loss 0.5452418
gen_loss_GAN 2.9473813
gen_loss_L1 0.19319579
progress epoch 175 step 350 image/sec 0.6 remaining 298m
discrim_loss 0.5105596
gen_loss_GAN 2.9674776
gen_loss_L1 0.19378863
recording summary
progress epoch 175 step 400 image/sec 0.6 remaining 296m
discrim_loss 0.49983788
gen_loss_GAN 3.0191886
gen_loss_L1 0.1934023
saving model
progress epoch 176 step 50 image/sec 0.6 remaining 295m
discrim_loss 0.46810684
gen_loss_GAN 3.0718255
gen_loss_L1 0.19301969
recording summary
progress epoch 176 step 100 image/sec 0.6 remaining 293m
discrim_loss 0.45021963
gen_loss_GAN 3.0910442
gen_loss_L1 0.19174944
progress epoch 176 step 150 image/sec 0.6 remaining 292m
discrim_loss 0.4741855
gen_loss_GAN 3.037066
gen_loss_L1 0.19628565
recording summary
progress epoch 176 step 200 image/sec 0.6 remaining 290m
discrim_loss 0.47808522
gen_loss_GAN 3.0639944
gen_loss_L1 0.19598725
progress epoch 176 step 250 image/sec 0.6 remaining 289m
discrim_loss 0.5242497
gen_loss_GAN 3.0447247
gen_loss_L1 0.19569771
recording summary
progress epoch 176 step 300 image/sec 0.6 remaining 287m
discrim_loss 0.4714133
gen_loss_GAN 3.1091979
gen_loss_L1 0.19375363
progress epoch 176 step 350 image/sec 0.6 remaining 286m
discrim_loss 0.56169945
gen_loss_GAN 3.0643306
gen_loss_L1 0.1919764
recording summary
progress epoch 176 step 400 image/sec 0.6 remaining 284m
discrim_loss 0.64000195
gen_loss_GAN 3.044263
gen_loss_L1 0.19342995
progress epoch 177 step 50 image/sec 0.6 remaining 283m
discrim_loss 0.6004141
gen_loss_GAN 3.124019
gen_loss_L1 0.1926701
recording summary
progress epoch 177 step 100 image/sec 0.6 remaining 281m
discrim_loss 0.5346112
gen_loss_GAN 3.0794268
gen_loss_L1 0.19076866
progress epoch 177 step 150 image/sec 0.6 remaining 280m
discrim_loss 0.5067292
gen_loss_GAN 3.0161107
gen_loss_L1 0.1925253
recording summary
progress epoch 177 step 200 image/sec 0.6 remaining 278m
discrim_loss 0.4772142
gen_loss_GAN 3.0697782
gen_loss_L1 0.19076131
progress epoch 177 step 250 image/sec 0.6 remaining 277m
discrim_loss 0.52921164
gen_loss_GAN 3.0752594
gen_loss_L1 0.18997721
recording summary
progress epoch 177 step 300 image/sec 0.6 remaining 275m
discrim_loss 0.5601147
gen_loss_GAN 3.0548034
gen_loss_L1 0.19165033
progress epoch 177 step 350 image/sec 0.6 remaining 274m
discrim_loss 0.5568894
gen_loss_GAN 3.0922756
gen_loss_L1 0.19278164
recording summary
progress epoch 177 step 400 image/sec 0.6 remaining 272m
discrim_loss 0.56393194
gen_loss_GAN 3.0566366
gen_loss_L1 0.19622672
progress epoch 178 step 50 image/sec 0.6 remaining 271m
discrim_loss 0.6219618
gen_loss_GAN 3.0296104
gen_loss_L1 0.19197825
recording summary
progress epoch 178 step 100 image/sec 0.6 remaining 269m
discrim_loss 0.5665632
gen_loss_GAN 2.9457288
gen_loss_L1 0.19147506
progress epoch 178 step 150 image/sec 0.6 remaining 268m
discrim_loss 0.5033405
gen_loss_GAN 2.976771
gen_loss_L1 0.19246833
recording summary
progress epoch 178 step 200 image/sec 0.6 remaining 266m
discrim_loss 0.45801732
gen_loss_GAN 2.96811
gen_loss_L1 0.19215733
progress epoch 178 step 250 image/sec 0.6 remaining 265m
discrim_loss 0.5179313
gen_loss_GAN 3.0160506
gen_loss_L1 0.19367063
recording summary
progress epoch 178 step 300 image/sec 0.6 remaining 263m
discrim_loss 0.57226175
gen_loss_GAN 3.0294437
gen_loss_L1 0.19492035
progress epoch 178 step 350 image/sec 0.6 remaining 262m
discrim_loss 0.5425031
gen_loss_GAN 3.1059365
gen_loss_L1 0.19350289
recording summary
progress epoch 178 step 400 image/sec 0.6 remaining 260m
discrim_loss 0.5016592
gen_loss_GAN 3.041498
gen_loss_L1 0.19367278
progress epoch 179 step 50 image/sec 0.6 remaining 259m
discrim_loss 0.51808643
gen_loss_GAN 3.06882
gen_loss_L1 0.19296625
recording summary
progress epoch 179 step 100 image/sec 0.6 remaining 257m
discrim_loss 0.48822635
gen_loss_GAN 2.9844732
gen_loss_L1 0.19337384
progress epoch 179 step 150 image/sec 0.6 remaining 256m
discrim_loss 0.52941334
gen_loss_GAN 3.0027113
gen_loss_L1 0.19310527
recording summary
progress epoch 179 step 200 image/sec 0.6 remaining 255m
discrim_loss 0.5248391
gen_loss_GAN 3.0438714
gen_loss_L1 0.19187771
progress epoch 179 step 250 image/sec 0.6 remaining 253m
discrim_loss 0.56302154
gen_loss_GAN 2.9700005
gen_loss_L1 0.19238177
recording summary
progress epoch 179 step 300 image/sec 0.6 remaining 252m
discrim_loss 0.54273987
gen_loss_GAN 2.9594579
gen_loss_L1 0.1949624
progress epoch 179 step 350 image/sec 0.6 remaining 250m
discrim_loss 0.5115373
gen_loss_GAN 2.9908445
gen_loss_L1 0.1951754
recording summary
progress epoch 179 step 400 image/sec 0.6 remaining 249m
discrim_loss 0.51525563
gen_loss_GAN 2.905827
gen_loss_L1 0.19405453
progress epoch 180 step 50 image/sec 0.6 remaining 247m
discrim_loss 0.50254804
gen_loss_GAN 2.9877918
gen_loss_L1 0.19166447
recording summary
progress epoch 180 step 100 image/sec 0.6 remaining 246m
discrim_loss 0.4701477
gen_loss_GAN 2.9665651
gen_loss_L1 0.19181433
progress epoch 180 step 150 image/sec 0.6 remaining 244m
discrim_loss 0.49318928
gen_loss_GAN 2.9741824
gen_loss_L1 0.19169603
recording summary
progress epoch 180 step 200 image/sec 0.6 remaining 243m
discrim_loss 0.56356335
gen_loss_GAN 2.9805229
gen_loss_L1 0.18980013
progress epoch 180 step 250 image/sec 0.6 remaining 241m
discrim_loss 0.56164414
gen_loss_GAN 2.9550092
gen_loss_L1 0.19022977
recording summary
progress epoch 180 step 300 image/sec 0.6 remaining 240m
discrim_loss 0.5156868
gen_loss_GAN 2.8989892
gen_loss_L1 0.1933386
progress epoch 180 step 350 image/sec 0.6 remaining 238m
discrim_loss 0.58913034
gen_loss_GAN 2.9129333
gen_loss_L1 0.19287612
recording summary
progress epoch 180 step 400 image/sec 0.6 remaining 237m
discrim_loss 0.5787651
gen_loss_GAN 2.8953385
gen_loss_L1 0.19658843
progress epoch 181 step 50 image/sec 0.6 remaining 235m
discrim_loss 0.5727761
gen_loss_GAN 2.898503
gen_loss_L1 0.19452861
recording summary
progress epoch 181 step 100 image/sec 0.6 remaining 234m
discrim_loss 0.5824368
gen_loss_GAN 2.8815303
gen_loss_L1 0.19447984
progress epoch 181 step 150 image/sec 0.6 remaining 232m
discrim_loss 0.53887945
gen_loss_GAN 2.9001932
gen_loss_L1 0.19408181
recording summary
progress epoch 181 step 200 image/sec 0.6 remaining 231m
discrim_loss 0.52975297
gen_loss_GAN 2.968166
gen_loss_L1 0.19296904
progress epoch 181 step 250 image/sec 0.6 remaining 229m
discrim_loss 0.48938945
gen_loss_GAN 3.0645819
gen_loss_L1 0.19263008
recording summary
progress epoch 181 step 300 image/sec 0.6 remaining 228m
discrim_loss 0.485574
gen_loss_GAN 2.9893656
gen_loss_L1 0.1935298
progress epoch 181 step 350 image/sec 0.6 remaining 226m
discrim_loss 0.5198453
gen_loss_GAN 2.928017
gen_loss_L1 0.19319881
recording summary
progress epoch 181 step 400 image/sec 0.6 remaining 225m
discrim_loss 0.53898656
gen_loss_GAN 2.9712384
gen_loss_L1 0.19330798
progress epoch 182 step 50 image/sec 0.6 remaining 223m
discrim_loss 0.49352738
gen_loss_GAN 2.973531
gen_loss_L1 0.19084959
recording summary
progress epoch 182 step 100 image/sec 0.6 remaining 222m
discrim_loss 0.50961316
gen_loss_GAN 2.9006193
gen_loss_L1 0.19297208
progress epoch 182 step 150 image/sec 0.6 remaining 220m
discrim_loss 0.50921994
gen_loss_GAN 2.906577
gen_loss_L1 0.19357164
recording summary
progress epoch 182 step 200 image/sec 0.6 remaining 219m
discrim_loss 0.575856
gen_loss_GAN 2.911331
gen_loss_L1 0.19356623
progress epoch 182 step 250 image/sec 0.6 remaining 217m
discrim_loss 0.559182
gen_loss_GAN 2.9004297
gen_loss_L1 0.1918761
recording summary
progress epoch 182 step 300 image/sec 0.6 remaining 216m
discrim_loss 0.58264256
gen_loss_GAN 2.9000838
gen_loss_L1 0.19363126
progress epoch 182 step 350 image/sec 0.6 remaining 214m
discrim_loss 0.5642596
gen_loss_GAN 3.0166557
gen_loss_L1 0.19258974
recording summary
progress epoch 182 step 400 image/sec 0.6 remaining 213m
discrim_loss 0.5634171
gen_loss_GAN 2.977055
gen_loss_L1 0.19255427
progress epoch 183 step 50 image/sec 0.6 remaining 211m
discrim_loss 0.54265934
gen_loss_GAN 3.0214183
gen_loss_L1 0.19208494
recording summary
progress epoch 183 step 100 image/sec 0.6 remaining 210m
discrim_loss 0.53610986
gen_loss_GAN 2.979834
gen_loss_L1 0.19136469
progress epoch 183 step 150 image/sec 0.6 remaining 209m
discrim_loss 0.62770027
gen_loss_GAN 2.9420877
gen_loss_L1 0.19259985
recording summary
progress epoch 183 step 200 image/sec 0.6 remaining 207m
discrim_loss 0.59658456
gen_loss_GAN 3.0629592
gen_loss_L1 0.19140501
progress epoch 183 step 250 image/sec 0.6 remaining 206m
discrim_loss 0.5792449
gen_loss_GAN 3.055499
gen_loss_L1 0.19055222
recording summary
progress epoch 183 step 300 image/sec 0.6 remaining 204m
discrim_loss 0.49953076
gen_loss_GAN 3.0048783
gen_loss_L1 0.19430356
progress epoch 183 step 350 image/sec 0.6 remaining 203m
discrim_loss 0.55558604
gen_loss_GAN 2.9842324
gen_loss_L1 0.19116235
recording summary
progress epoch 183 step 400 image/sec 0.6 remaining 201m
discrim_loss 0.5821841
gen_loss_GAN 2.9495928
gen_loss_L1 0.18873769
progress epoch 184 step 50 image/sec 0.6 remaining 200m
discrim_loss 0.5265417
gen_loss_GAN 2.8793917
gen_loss_L1 0.18425654
recording summary
progress epoch 184 step 100 image/sec 0.6 remaining 198m
discrim_loss 0.5552455
gen_loss_GAN 2.9343257
gen_loss_L1 0.18792692
progress epoch 184 step 150 image/sec 0.6 remaining 197m
discrim_loss 0.5381902
gen_loss_GAN 2.8844244
gen_loss_L1 0.18705685
recording summary
progress epoch 184 step 200 image/sec 0.6 remaining 195m
discrim_loss 0.54118603
gen_loss_GAN 2.8898497
gen_loss_L1 0.1923055
progress epoch 184 step 250 image/sec 0.6 remaining 194m
discrim_loss 0.5869993
gen_loss_GAN 2.9108539
gen_loss_L1 0.18965714
recording summary
progress epoch 184 step 300 image/sec 0.6 remaining 192m
discrim_loss 0.54128945
gen_loss_GAN 2.9053886
gen_loss_L1 0.19160508
progress epoch 184 step 350 image/sec 0.6 remaining 191m
discrim_loss 0.55155677
gen_loss_GAN 2.909104
gen_loss_L1 0.1951616
recording summary
progress epoch 184 step 400 image/sec 0.6 remaining 189m
discrim_loss 0.51476663
gen_loss_GAN 2.8796601
gen_loss_L1 0.19725254
progress epoch 185 step 50 image/sec 0.6 remaining 188m
discrim_loss 0.47286355
gen_loss_GAN 2.8846776
gen_loss_L1 0.19490504
recording summary
progress epoch 185 step 100 image/sec 0.6 remaining 186m
discrim_loss 0.43186963
gen_loss_GAN 2.9103928
gen_loss_L1 0.1930414
progress epoch 185 step 150 image/sec 0.6 remaining 185m
discrim_loss 0.42180565
gen_loss_GAN 2.8745446
gen_loss_L1 0.19447199
recording summary
progress epoch 185 step 200 image/sec 0.6 remaining 183m
discrim_loss 0.45743763
gen_loss_GAN 2.9026358
gen_loss_L1 0.19430265
progress epoch 185 step 250 image/sec 0.6 remaining 182m
discrim_loss 0.44936267
gen_loss_GAN 2.8742583
gen_loss_L1 0.19171782
recording summary
progress epoch 185 step 300 image/sec 0.6 remaining 180m
discrim_loss 0.5505567
gen_loss_GAN 2.8574338
gen_loss_L1 0.18958476
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
progress epoch 188 step 200 image/sec 0.6 remaining 148m
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gen_loss_GAN 2.909825
gen_loss_L1 0.19013362
saving model
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gen_loss_GAN 2.970785
gen_loss_L1 0.19382624
recording summary
progress epoch 188 step 300 image/sec 0.6 remaining 145m
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recording summary
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gen_loss_L1 0.18936263
recording summary
progress epoch 189 step 400 image/sec 0.6 remaining 130m
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
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gen_loss_L1 0.18890168
recording summary
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gen_loss_GAN 2.8610191
gen_loss_L1 0.18811281
recording summary
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gen_loss_GAN 2.902099
gen_loss_L1 0.19422117
recording summary
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gen_loss_GAN 2.956196
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gen_loss_L1 0.1888434
recording summary
progress epoch 192 step 100 image/sec 0.6 remaining 103m
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gen_loss_GAN 2.978259
gen_loss_L1 0.19111823
recording summary
progress epoch 192 step 200 image/sec 0.6 remaining 100m
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gen_loss_GAN 2.9793155
gen_loss_L1 0.18967895
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gen_loss_L1 0.19175066
recording summary
progress epoch 192 step 300 image/sec 0.6 remaining 97m
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gen_loss_GAN 2.8846638
gen_loss_L1 0.1899518
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gen_loss_GAN 2.8867464
gen_loss_L1 0.18920349
recording summary
progress epoch 192 step 400 image/sec 0.6 remaining 94m
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gen_loss_GAN 2.8985112
gen_loss_L1 0.1903171
recording summary
progress epoch 193 step 100 image/sec 0.6 remaining 91m
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gen_loss_GAN 2.9150488
gen_loss_L1 0.18960239
recording summary
progress epoch 193 step 200 image/sec 0.6 remaining 88m
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recording summary
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gen_loss_L1 0.19022918
recording summary
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gen_loss_GAN 2.9603379
gen_loss_L1 0.18978839
recording summary
progress epoch 194 step 100 image/sec 0.6 remaining 80m
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gen_loss_GAN 3.0379815
gen_loss_L1 0.19003661
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gen_loss_L1 0.19195256
recording summary
progress epoch 194 step 200 image/sec 0.6 remaining 77m
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gen_loss_L1 0.18928178
recording summary
progress epoch 194 step 300 image/sec 0.6 remaining 74m
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gen_loss_GAN 3.0263822
gen_loss_L1 0.188949
recording summary
progress epoch 194 step 400 image/sec 0.6 remaining 71m
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gen_loss_GAN 2.9848554
gen_loss_L1 0.19096778
recording summary
progress epoch 195 step 100 image/sec 0.6 remaining 68m
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gen_loss_GAN 3.0307288
gen_loss_L1 0.18674433
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gen_loss_GAN 3.0630622
gen_loss_L1 0.18803863
recording summary
progress epoch 195 step 200 image/sec 0.6 remaining 65m
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gen_loss_GAN 3.0652387
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gen_loss_GAN 2.9816449
gen_loss_L1 0.18967186
recording summary
progress epoch 195 step 300 image/sec 0.6 remaining 62m
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gen_loss_GAN 2.9763763
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gen_loss_GAN 2.960981
gen_loss_L1 0.19505782
recording summary
progress epoch 195 step 400 image/sec 0.6 remaining 59m
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recording summary
progress epoch 196 step 100 image/sec 0.6 remaining 56m
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recording summary
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recording summary
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gen_loss_L1 0.18983905
recording summary
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gen_loss_GAN 3.074861
gen_loss_L1 0.18603909
recording summary
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gen_loss_L1 0.18560608
recording summary
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gen_loss_GAN 3.0104036
gen_loss_L1 0.19020154
recording summary
progress epoch 197 step 300 image/sec 0.6 remaining 38m
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gen_loss_GAN 2.9575872
gen_loss_L1 0.18932737
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gen_loss_GAN 2.9820013
gen_loss_L1 0.1907595
recording summary
progress epoch 197 step 400 image/sec 0.6 remaining 35m
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gen_loss_GAN 2.9355304
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gen_loss_L1 0.19312496
recording summary
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gen_loss_GAN 2.9803183
gen_loss_L1 0.1946777
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gen_loss_GAN 2.9770296
gen_loss_L1 0.19100463
recording summary
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gen_loss_L1 0.18523772
recording summary
progress epoch 198 step 300 image/sec 0.6 remaining 26m
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recording summary
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recording summary
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recording summary
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recording summary
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recording summary
progress epoch 200 step 300 image/sec 0.6 remaining 2m
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recording summary
progress epoch 200 step 400 image/sec 0.6 remaining 0m
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saving model
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python test.py --dataroot ./datasets/facades --name facades_pix2pix --model pix2pix --direction BtoA
python: can't open file 'test.py': [Errno 2] No such file or directory
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python3 test.py --dataroot ./datasets/facades --name facades_pix2pix --model pix2pix --direction BtoA
python3: can't open file 'test.py': [Errno 2] No such file or directory
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ dir
docker docs facades facadestest facades_train LICENSE.txt pix2pix.py README.md server tools
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$ python pix2pix.py \
> --mode test \
> --output_dir facades_test \
> --input_dir facades/val \
> --checkpoint facades_train
loaded lab_colorization = False
loaded ndf = 64
loaded ngf = 64
loaded which_direction = BtoA
aspect_ratio = 1.0
batch_size = 1
beta1 = 0.5
checkpoint = facades_train
display_freq = 0
flip = False
gan_weight = 1.0
input_dir = facades/val
l1_weight = 100.0
lab_colorization = False
lr = 0.0002
max_epochs = None
max_steps = None
mode = test
ndf = 64
ngf = 64
output_dir = facades_test
output_filetype = png
progress_freq = 50
save_freq = 5000
scale_size = 256
seed = 320065355
separable_conv = False
summary_freq = 100
trace_freq = 0
which_direction = BtoA
WARNING:tensorflow:From pix2pix.py:258: string_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(string_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:278: input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(input_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:190: limit_epochs (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensors(tensor).repeat(num_epochs)`.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:199: QueueRunner.__init__ (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the `tf.data` module.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:199: add_queue_runner (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the `tf.data` module.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/input.py:202: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From pix2pix.py:259: WholeFileReader.__init__ (from tensorflow.python.ops.io_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.map(tf.read_file)`.
WARNING:tensorflow:From pix2pix.py:314: batch (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.batch(batch_size)` (or `padded_batch(...)` if `dynamic_pad=True`).
examples count = 100
WARNING:tensorflow:From pix2pix.py:105: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d instead.
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING:tensorflow:From pix2pix.py:132: batch_normalization (from tensorflow.python.layers.normalization) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.batch_normalization instead.
WARNING:tensorflow:From pix2pix.py:116: conv2d_transpose (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d_transpose instead.
WARNING:tensorflow:From pix2pix.py:379: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From pix2pix.py:711: Supervisor.__init__ (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
2019-05-27 11:09:19.708234: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2195015000 Hz
2019-05-27 11:09:19.708988: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x19789c0 executing computations on platform Host. Devices:
2019-05-27 11:09:19.709026: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): <undefined>, <undefined>
parameter_count = 57190084
loading model from checkpoint
WARNING:tensorflow:From /home/royce/pix2pix_venv/pix2pix_venv/lib/python3.6/site-packages/tensorflow/python/training/saver.py:1266: checkpoint_exists (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.
Instructions for updating:
Use standard file APIs to check for files with this prefix.
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wrote index at facades_test/index.html
rate 0.23402373552322386
(pix2pix_venv) royce@royce-Satellite-L750:~/pix2pix_venv/pix2pix-tensorflow$
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