Trained
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Clemens-Dautermann
parent
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287 changed files with 115778 additions and 177 deletions
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wandb/run-20200127_134706-7uy589ms/config.yaml
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wandb_version: 1
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_wandb:
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desc: null
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value:
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cli_version: 0.8.22
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framework: torch
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is_jupyter_run: false
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python_version: 3.6.9
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wandb/run-20200127_134706-7uy589ms/diff.patch
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diff --git a/mnist_classifier.py b/mnist_classifier.py
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index 4578ce3..fba8bb0 100644
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--- a/mnist_classifier.py
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+++ b/mnist_classifier.py
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@@ -42,6 +42,11 @@ class Net(nn.Module):
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net = Net()
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wandb.watch(net)
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+device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
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+print('runnning on %s' % device)
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+
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+net = net.to(device)
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+
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loss_function = nn.CrossEntropyLoss()
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optimizer = optim.Adam(net.parameters(), lr=0.001)
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@@ -49,6 +54,7 @@ for epoch in range(10): # 10 full passes over the data
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for data in tqdm(trainset): # `data` is a batch of data
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X, y = data # X is the batch of features, y is the batch of targets.
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net.zero_grad() # sets gradients to 0 before loss calc. You will do this likely every step.
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+ X.to(device)
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output = net(X.view(-1, 784)) # pass in the reshaped batch (recall they are 28x28 atm)
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loss = loss_function(output, y) # calc and grab the loss value
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loss.backward() # apply this loss backwards thru the network's parameters
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diff --git a/wandb/debug.log b/wandb/debug.log
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index 0c37b2a..c89ef1d 100644
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--- a/wandb/debug.log
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+++ b/wandb/debug.log
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@@ -1,173 +1,18 @@
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|
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|
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|
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|
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|
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|
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|
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2
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Normal file
2
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Normal file
File diff suppressed because one or more lines are too long
322
wandb/run-20200127_134706-7uy589ms/requirements.txt
Normal file
322
wandb/run-20200127_134706-7uy589ms/requirements.txt
Normal file
|
|
@ -0,0 +1,322 @@
|
|||
absl-py==0.7.1
|
||||
adal==1.2.1
|
||||
advancedhtmlparser==8.1.6
|
||||
aenum==2.1.2
|
||||
altgraph==0.16.1
|
||||
amqp==1.4.9
|
||||
anyjson==0.3.3
|
||||
apturl==0.5.2
|
||||
asn1crypto==0.24.0
|
||||
astor==0.8.0
|
||||
atomicwrites==1.3.0
|
||||
attrs==19.1.0
|
||||
autopep8==1.3.3
|
||||
azure-applicationinsights==0.1.0
|
||||
azure-batch==4.1.3
|
||||
azure-common==1.1.18
|
||||
azure-cosmosdb-nspkg==2.0.2
|
||||
azure-cosmosdb-table==1.0.5
|
||||
azure-datalake-store==0.0.41
|
||||
azure-eventgrid==1.2.0
|
||||
azure-graphrbac==0.40.0
|
||||
azure-keyvault==1.1.0
|
||||
azure-loganalytics==0.1.0
|
||||
azure-mgmt-advisor==1.0.1
|
||||
azure-mgmt-applicationinsights==0.1.1
|
||||
azure-mgmt-authorization==0.50.0
|
||||
azure-mgmt-batch==5.0.1
|
||||
azure-mgmt-batchai==2.0.0
|
||||
azure-mgmt-billing==0.2.0
|
||||
azure-mgmt-cdn==3.0.0
|
||||
azure-mgmt-cognitiveservices==3.0.0
|
||||
azure-mgmt-commerce==1.0.1
|
||||
azure-mgmt-compute==4.4.0
|
||||
azure-mgmt-consumption==2.0.0
|
||||
azure-mgmt-containerinstance==1.4.0
|
||||
azure-mgmt-containerregistry==2.7.0
|
||||
azure-mgmt-containerservice==4.4.0
|
||||
azure-mgmt-cosmosdb==0.4.1
|
||||
azure-mgmt-datafactory==0.6.0
|
||||
azure-mgmt-datalake-analytics==0.6.0
|
||||
azure-mgmt-datalake-nspkg==3.0.1
|
||||
azure-mgmt-datalake-store==0.5.0
|
||||
azure-mgmt-datamigration==1.0.0
|
||||
azure-mgmt-devspaces==0.1.0
|
||||
azure-mgmt-devtestlabs==2.2.0
|
||||
azure-mgmt-dns==2.1.0
|
||||
azure-mgmt-eventgrid==1.0.0
|
||||
azure-mgmt-eventhub==2.3.0
|
||||
azure-mgmt-hanaonazure==0.1.1
|
||||
azure-mgmt-iotcentral==0.1.0
|
||||
azure-mgmt-iothub==0.5.0
|
||||
azure-mgmt-iothubprovisioningservices==0.2.0
|
||||
azure-mgmt-keyvault==1.1.0
|
||||
azure-mgmt-loganalytics==0.2.0
|
||||
azure-mgmt-logic==3.0.0
|
||||
azure-mgmt-machinelearningcompute==0.4.1
|
||||
azure-mgmt-managementgroups==0.1.0
|
||||
azure-mgmt-managementpartner==0.1.0
|
||||
azure-mgmt-maps==0.1.0
|
||||
azure-mgmt-marketplaceordering==0.1.0
|
||||
azure-mgmt-media==1.0.0
|
||||
azure-mgmt-monitor==0.5.2
|
||||
azure-mgmt-msi==0.2.0
|
||||
azure-mgmt-network==2.5.1
|
||||
azure-mgmt-notificationhubs==2.0.0
|
||||
azure-mgmt-nspkg==3.0.2
|
||||
azure-mgmt-policyinsights==0.1.0
|
||||
azure-mgmt-powerbiembedded==2.0.0
|
||||
azure-mgmt-rdbms==1.5.0
|
||||
azure-mgmt-recoveryservices==0.3.0
|
||||
azure-mgmt-recoveryservicesbackup==0.3.0
|
||||
azure-mgmt-redis==5.0.0
|
||||
azure-mgmt-relay==0.1.0
|
||||
azure-mgmt-reservations==0.2.1
|
||||
azure-mgmt-resource==2.1.0
|
||||
azure-mgmt-scheduler==2.0.0
|
||||
azure-mgmt-search==2.0.0
|
||||
azure-mgmt-servicebus==0.5.3
|
||||
azure-mgmt-servicefabric==0.2.0
|
||||
azure-mgmt-signalr==0.1.1
|
||||
azure-mgmt-sql==0.9.1
|
||||
azure-mgmt-storage==2.0.0
|
||||
azure-mgmt-subscription==0.2.0
|
||||
azure-mgmt-trafficmanager==0.50.0
|
||||
azure-mgmt-web==0.35.0
|
||||
azure-mgmt==4.0.0
|
||||
azure-nspkg==3.0.2
|
||||
azure-servicebus==0.21.1
|
||||
azure-servicefabric==6.3.0.0
|
||||
azure-servicemanagement-legacy==0.20.6
|
||||
azure-storage-blob==1.5.0
|
||||
azure-storage-common==1.4.0
|
||||
azure-storage-file==1.4.0
|
||||
azure-storage-queue==1.4.0
|
||||
azure==4.0.0
|
||||
backcall==0.1.0
|
||||
bcrypt==3.1.4
|
||||
beautifulsoup4==4.6.0
|
||||
billiard==3.3.0.23
|
||||
binwalk==2.1.1
|
||||
bleach==1.5.0
|
||||
blinker==1.4
|
||||
brlapi==0.6.6
|
||||
browser-cookie3==0.6.4
|
||||
celery==3.1.26.post2
|
||||
certifi==2017.11.5
|
||||
cffi==1.11.5
|
||||
chardet==3.0.4
|
||||
click==7.0
|
||||
cloudpickle==1.2.1
|
||||
command-not-found==0.3
|
||||
configparser==4.0.2
|
||||
cryptography==2.1.4
|
||||
cupshelpers==1.0
|
||||
cycler==0.10.0
|
||||
dataclasses==0.6
|
||||
dbf==0.97.11
|
||||
dbfread==2.0.7
|
||||
decorator==4.4.0
|
||||
defer==1.0.6
|
||||
defusedxml==0.5.0
|
||||
distro-info==0.18ubuntu0.18.04.1
|
||||
django-celery==3.2.2
|
||||
django==2.1
|
||||
djongo==1.2.29
|
||||
docker-pycreds==0.4.0
|
||||
docopt==0.6.2
|
||||
docx==0.2.4
|
||||
entrypoints==0.3
|
||||
enum34==1.1.6
|
||||
f.lux-indicator-applet==1.1.11-pre
|
||||
feedparser==5.2.1
|
||||
flask==1.0.2
|
||||
future==0.16.0
|
||||
gast==0.2.2
|
||||
gephistreamer==2.0.3
|
||||
gitdb2==2.0.6
|
||||
gitpython==3.0.5
|
||||
gql==0.2.0
|
||||
graphql-core==1.1
|
||||
grpcio==1.11.1
|
||||
html2markdown==0.1.7
|
||||
html5lib==0.9999999
|
||||
httplib2==0.9.2
|
||||
idna==2.6
|
||||
ifaddr==0.1.4
|
||||
imageio==2.5.0
|
||||
importlib-metadata==0.19
|
||||
ipaddress==1.0.22
|
||||
ipykernel==5.1.1
|
||||
ipython-genutils==0.2.0
|
||||
ipython==7.5.0
|
||||
ipywidgets==7.4.2
|
||||
isodate==0.6.0
|
||||
itsdangerous==1.1.0
|
||||
jedi==0.13.3
|
||||
jinja2==2.10.1
|
||||
jsonschema==3.0.1
|
||||
jupyter-client==5.2.4
|
||||
jupyter-console==6.0.0
|
||||
jupyter-core==4.4.0
|
||||
jupyter==1.0.0
|
||||
keyring==10.6.0
|
||||
keyrings.alt==3.0
|
||||
kiwisolver==1.0.1
|
||||
kombu==3.0.37
|
||||
language-selector==0.1
|
||||
launchpadlib==1.10.6
|
||||
lazr.restfulclient==0.13.5
|
||||
lazr.uri==1.0.3
|
||||
llvmlite==0.29.0
|
||||
louis==3.5.0
|
||||
lxml==4.2.1
|
||||
macaroonbakery==1.1.3
|
||||
macholib==1.11
|
||||
mako==1.0.7
|
||||
markdown==3.1.1
|
||||
markupsafe==1.0
|
||||
matplotlib==2.2.0
|
||||
mechanize==0.2.5
|
||||
mistune==0.8.4
|
||||
mlagents-envs==0.9.1
|
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mlagents==0.9.1
|
||||
more-itertools==7.2.0
|
||||
msrest==0.6.4
|
||||
msrestazure==0.6.0
|
||||
nbconvert==5.5.0
|
||||
nbformat==4.4.0
|
||||
netifaces==0.10.4
|
||||
networkx==2.3
|
||||
notebook==5.7.8
|
||||
numba==0.44.1
|
||||
numpy==1.14.2
|
||||
nvidia-ml-py3==7.352.0
|
||||
oauth==1.0.1
|
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oauthlib==3.0.1
|
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olefile==0.45.1
|
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pandocfilters==1.4.2
|
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paramiko==2.4.1
|
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parso==0.4.0
|
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pathtools==0.1.2
|
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pbkdf2==1.3
|
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pefile==2018.8.8
|
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pexpect==4.2.1
|
||||
pickleshare==0.7.5
|
||||
pillow==5.2.0
|
||||
pip==19.0.1
|
||||
plotly==3.9.0
|
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pluggy==0.12.0
|
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pocketsphinx==0.1.3
|
||||
prometheus-client==0.6.0
|
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promise==2.3
|
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prompt-toolkit==2.0.9
|
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protobuf==3.6.1
|
||||
psutil==5.6.7
|
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psycopg2==2.7.5
|
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ptyprocess==0.6.0
|
||||
py==1.8.0
|
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pyaes==1.6.1
|
||||
pyasn1==0.4.2
|
||||
pyaudio==0.2.11
|
||||
pycairo==1.16.2
|
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pycodestyle==2.3.1
|
||||
pycparser==2.18
|
||||
pycrypto==2.6.1
|
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pycups==1.9.73
|
||||
pydeepl==0.9
|
||||
pyglet==1.4.1
|
||||
pygments==2.3.1
|
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pygobject==3.26.1
|
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pyinstaller==3.4
|
||||
pyjwt==1.5.3
|
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pymacaroons==0.13.0
|
||||
pymongo==3.7.1
|
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pynacl==1.1.2
|
||||
pyopengl==3.1.0
|
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pyparsing==2.2.0
|
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pypdf2==1.26.0
|
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pyqtgraph==0.10.0
|
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pyrfc3339==1.0
|
||||
pyrsistent==0.15.2
|
||||
pytest==3.10.1
|
||||
python-apt==1.6.5+ubuntu0.2
|
||||
python-dateutil==2.7.3
|
||||
python-debian==0.1.32
|
||||
python-docx==0.8.6
|
||||
python-gitlab==1.3.0
|
||||
pytz==2018.4
|
||||
pywavelets==1.0.3
|
||||
pyxdg==0.25
|
||||
pyyaml==3.12
|
||||
pyzmq==18.0.1
|
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qtconsole==4.4.4
|
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queryablelist==3.1.0
|
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reportlab==3.4.0
|
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requests-oauthlib==1.2.0
|
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requests-unixsocket==0.1.5
|
||||
requests==2.21.0
|
||||
retrying==1.3.3
|
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scikit-image==0.15.0
|
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scipy==1.3.0
|
||||
scour==0.36
|
||||
screen-resolution-extra==0.0.0
|
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secretstorage==2.3.1
|
||||
selenium==3.7.0
|
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send2trash==1.5.0
|
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sentry-sdk==0.14.1
|
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setuptools==38.4.0
|
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shortuuid==0.5.0
|
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simplejson==3.13.2
|
||||
six==1.11.0
|
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smmap2==2.0.5
|
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speechrecognition==3.8.1
|
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sqlparse==0.2.4
|
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subprocess32==3.5.4
|
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system-service==0.3
|
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systemd-python==234
|
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tensorboard==1.7.0
|
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tensorflow==1.7.1
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termcolor==1.1.0
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terminado==0.8.2
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testpath==0.4.2
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torch==1.4.0
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torchfile==0.1.0
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torchvision==0.5.0
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tornado==6.0.1
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tqdm==4.23.4
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traitlets==4.3.2
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ubuntu-drivers-common==0.0.0
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ufw==0.36
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unattended-upgrades==0.1
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unity-scope-calculator==0.1
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unity-scope-chromiumbookmarks==0.1
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unity-scope-colourlovers==0.1
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unity-scope-devhelp==0.1
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unity-scope-firefoxbookmarks==0.1
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unity-scope-manpages==0.1
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unity-scope-openclipart==0.1
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unity-scope-texdoc==0.1
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unity-scope-tomboy==0.1
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unity-scope-virtualbox==0.1
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unity-scope-yelp==0.1
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unity-scope-zotero==0.1
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urllib3==1.22
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usb-creator==0.3.3
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vine==1.1.4
|
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visdom==0.1.8.8
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wadllib==1.3.2
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wakeonlan==1.1.6
|
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wandb==0.8.22
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||||
watchdog==0.10.0
|
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wcwidth==0.1.7
|
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webencodings==0.5.1
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websocket-client==0.55.0
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werkzeug==0.15.2
|
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wheel==0.30.0
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widgetsnbextension==3.4.2
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ws4py==0.5.1
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xkit==0.0.0
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||||
zeroconf==0.21.3
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zipp==0.5.2
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zope.interface==4.3.2
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1
wandb/run-20200127_134706-7uy589ms/wandb-events.jsonl
Normal file
1
wandb/run-20200127_134706-7uy589ms/wandb-events.jsonl
Normal file
|
|
@ -0,0 +1 @@
|
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{"system.gpu.0.gpu": 1.17, "system.gpu.0.memory": 3.17, "system.gpu.0.memoryAllocated": 5.8, "system.gpu.0.temp": 48.17, "system.gpu.0.powerWatts": 13.6, "system.gpu.0.powerPercent": 7.56, "system.cpu": 19.97, "system.memory": 45.37, "system.disk": 4.7, "system.proc.memory.availableMB": 4367.49, "system.proc.memory.rssMB": 220.56, "system.proc.memory.percent": 2.76, "system.proc.cpu.threads": 5.17, "system.network.sent": 61166, "system.network.recv": 102173, "_wandb": true, "_timestamp": 1580132835, "_runtime": 9}
|
||||
62
wandb/run-20200127_134706-7uy589ms/wandb-history.jsonl
Normal file
62
wandb/run-20200127_134706-7uy589ms/wandb-history.jsonl
Normal file
|
|
@ -0,0 +1,62 @@
|
|||
{"loss": 2.289557695388794, "_runtime": 4.235094785690308, "_timestamp": 1580132828.5492485, "_step": 0}
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{"loss": 2.3139586448669434, "_runtime": 4.339094161987305, "_timestamp": 1580132828.6532478, "_step": 1}
|
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{"loss": 2.3208279609680176, "_runtime": 4.440728425979614, "_timestamp": 1580132828.754882, "_step": 2}
|
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{"loss": 2.2887895107269287, "_runtime": 4.574089050292969, "_timestamp": 1580132828.8882427, "_step": 3}
|
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{"loss": 2.292253255844116, "_runtime": 4.665502309799194, "_timestamp": 1580132828.979656, "_step": 4}
|
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||||
25
wandb/run-20200127_134706-7uy589ms/wandb-metadata.json
Normal file
25
wandb/run-20200127_134706-7uy589ms/wandb-metadata.json
Normal file
|
|
@ -0,0 +1,25 @@
|
|||
{
|
||||
"root": "/home/clemens/Dokumente/repos/pytorch-ai",
|
||||
"program": "mnist_classifier.py",
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||||
"git": {
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"commit": "1fe643d464bc16b62628d9cc0149a97a96b1f1a6"
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},
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"email": "clemens.dautermann@t-online.de",
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"startedAt": "2020-01-27T13:47:06.651609",
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"host": "clemens-ubuntu",
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"username": "clemens",
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"executable": "/usr/bin/python3",
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"os": "Linux-4.15.0-58-generic-x86_64-with-Ubuntu-18.04-bionic",
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||||
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"gpu": "GeForce GTX 960",
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"gpu_count": 1,
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"args": [],
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"state": "killed",
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"jobType": null,
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"mode": "run",
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"project": "pytorch_ai",
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||||
"heartbeatAt": "2020-01-27T13:47:16.792744",
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||||
"exitcode": 255
|
||||
}
|
||||
1
wandb/run-20200127_134706-7uy589ms/wandb-summary.json
Normal file
1
wandb/run-20200127_134706-7uy589ms/wandb-summary.json
Normal file
|
|
@ -0,0 +1 @@
|
|||
{"graph_0": {"_type": "graph", "format": "torch", "nodes": [{"name": "fc1", "id": 139955146136656, "class_name": "Linear(in_features=784, out_features=64, bias=True)", "parameters": [["weight", [64, 784]], ["bias", [64]]], "output_shape": [[15, 64]], "num_parameters": [50176, 64]}, {"name": "fc2", "id": 139955146136208, "class_name": "Linear(in_features=64, out_features=120, bias=True)", "parameters": [["weight", [120, 64]], ["bias", [120]]], "output_shape": [[15, 120]], "num_parameters": [7680, 120]}, {"name": "fc3", "id": 139955146136432, "class_name": "Linear(in_features=120, out_features=120, bias=True)", "parameters": [["weight", [120, 120]], ["bias", [120]]], "output_shape": [[15, 120]], "num_parameters": [14400, 120]}, {"name": "fc4", "id": 139955146135424, "class_name": "Linear(in_features=120, out_features=64, bias=True)", "parameters": [["weight", [64, 120]], ["bias", [64]]], "output_shape": [[15, 64]], "num_parameters": [7680, 64]}, {"name": "fc5", "id": 139955146136544, "class_name": "Linear(in_features=64, out_features=10, bias=True)", "parameters": [["weight", [10, 64]], ["bias", [10]]], "output_shape": [[15, 10]], "num_parameters": [640, 10]}], "edges": []}, "loss": 1.1282461881637573, "_timestamp": 1580132835.6557314, "_runtime": 11.341577768325806, "_step": 61}
|
||||
Loading…
Add table
Add a link
Reference in a new issue