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Shashank Suhas
seminar-breakout
Commits
4158eb7e
Commit
4158eb7e
authored
Jun 01, 2018
by
Yuxin Wu
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76 deletions
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-76
.travis.yml
.travis.yml
+2
-2
CHANGES.md
CHANGES.md
+21
-21
README.md
README.md
+2
-2
docs/conf.py
docs/conf.py
+1
-1
examples/DoReFa-Net/README.md
examples/DoReFa-Net/README.md
+2
-2
examples/ResNet/load-resnet.py
examples/ResNet/load-resnet.py
+1
-1
scripts/checkpoint-manipulate.py
scripts/checkpoint-manipulate.py
+0
-1
scripts/dump-model-params.py
scripts/dump-model-params.py
+0
-1
scripts/ls-checkpoint.py
scripts/ls-checkpoint.py
+0
-1
setup.cfg
setup.cfg
+1
-1
tensorpack/__init__.py
tensorpack/__init__.py
+0
-3
tensorpack/callbacks/graph.py
tensorpack/callbacks/graph.py
+1
-1
tensorpack/tfutils/sesscreate.py
tensorpack/tfutils/sesscreate.py
+1
-1
tensorpack/train/base.py
tensorpack/train/base.py
+4
-33
tensorpack/train/config.py
tensorpack/train/config.py
+2
-2
tensorpack/utils/utils.py
tensorpack/utils/utils.py
+1
-1
tensorpack/utils/viz.py
tensorpack/utils/viz.py
+1
-1
tests/run-tests.sh
tests/run-tests.sh
+0
-1
No files found.
.travis.yml
View file @
4158eb7e
...
...
@@ -88,7 +88,7 @@ deploy:
on
:
tags
:
true
branch
:
master
repo
:
ppwwyyxx
/tensorpack
repo
:
tensorpack
/tensorpack
python
:
"
3.5"
condition
:
"
$PYPI
=
true"
...
...
@@ -101,6 +101,6 @@ deploy:
secure
:
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
on
:
branch
:
test-travis
repo
:
ppwwyyxx
/tensorpack
repo
:
tensorpack
/tensorpack
python
:
"
3.5"
condition
:
"
$PYPI
=
true"
CHANGES.md
View file @
4158eb7e
...
...
@@ -19,54 +19,54 @@ TensorFlow itself also changed APIs before 1.0 and those are not listed here.
`AutoResumeTrainConfig`
was added to support resuming.
+
[2017/10/21]
tensorpack is gradually switching to a new Trainer API.
The old API will keep working for a while. See
[
issue
](
https://github.com/
ppwwyyxx
/tensorpack/issues/458
)
The old API will keep working for a while. See
[
issue
](
https://github.com/
tensorpack
/tensorpack/issues/458
)
for details.
+
[2017/10/18]
`TrainConfig(predict_tower)`
was deprecated. You can set the inference device directly when creating the
`InferenceRunner`
callback.
+
[
2017/10/12
](
https://github.com/
ppwwyyxx
/tensorpack/commit/7e963996f615b85f7459455596b4ee9bbd0bce8e
)
.
+
[
2017/10/12
](
https://github.com/
tensorpack
/tensorpack/commit/7e963996f615b85f7459455596b4ee9bbd0bce8e
)
.
`tensorpack.RL`
was deprecated. The RL examples are written with OpenAI gym interface instead.
+
[
2017/10/10
](
https://github.com/
ppwwyyxx
/tensorpack/commit/7d40e049691d92018f50dc7d45bba5e8b140becc
)
.
+
[
2017/10/10
](
https://github.com/
tensorpack
/tensorpack/commit/7d40e049691d92018f50dc7d45bba5e8b140becc
)
.
`tfutils.distributions`
was deprecated in favor of
`tf.distributions`
introduced in TF 1.3.
+
[
2017/08/02
](
https://github.com/
ppwwyyxx
/tensorpack/commit/875f4d7dbb5675f54eae5675fa3a0948309a8465
)
.
+
[
2017/08/02
](
https://github.com/
tensorpack
/tensorpack/commit/875f4d7dbb5675f54eae5675fa3a0948309a8465
)
.
`Trainer.get_predictor`
now takes GPU id. And
`Trainer.get_predictors`
was deprecated.
+
2017/06/07. Now the library explicitly depends on msgpack-numpy>=0.3.9. The serialization protocol
becomes incompatible if you've been using <0.3.9.
+
[
2017/05/06
](
https://github.com/
ppwwyyxx
/tensorpack/commit/0774ec66e66075486f6a36aba63cc2a151b9fec8
)
.
+
[
2017/05/06
](
https://github.com/
tensorpack
/tensorpack/commit/0774ec66e66075486f6a36aba63cc2a151b9fec8
)
.
`replace_get_variable`
was deprecated in favor of the official
`custom_getter`
interface.
`{freeze,remap}_get_variable`
was renamed to
`{freeze,remap}_variables`
.
+
[
2017/04/09
](
https://github.com/
ppwwyyxx
/tensorpack/commit/5beab907895aec36bdcaed62e25b976aad7979b8
)
.
+
[
2017/04/09
](
https://github.com/
tensorpack
/tensorpack/commit/5beab907895aec36bdcaed62e25b976aad7979b8
)
.
`ParamRestore`
was renamed to
`DictRestore`
.
+
[
2017/03/16
](
https://github.com/
ppwwyyxx
/tensorpack/commit/ccae46f4a3ca89dc3df901a338eef8447d19a730
)
.
+
[
2017/03/16
](
https://github.com/
tensorpack
/tensorpack/commit/ccae46f4a3ca89dc3df901a338eef8447d19a730
)
.
`session_config`
option in
`PredictConfig`
is deprecated. Use
`session_creator`
to define how to create session instead.
+
2017/02/20. The interface of step callbacks are changed to be the same as
`tf.train.SessionRunHook`
.
If you haven't written any custom step callbacks, there is nothing to do. Otherwise please refer
to the
[
existing callbacks
](
https://github.com/
ppwwyyxx
/tensorpack/blob/master/tensorpack/callbacks/steps.py
)
.
+
[
2017/02/12
](
https://github.com/
ppwwyyxx
/tensorpack/commit/d1041a77a9c59d8c9abf64f389f3b605d65b483e
)
.
to the
[
existing callbacks
](
https://github.com/
tensorpack
/tensorpack/blob/master/tensorpack/callbacks/steps.py
)
.
+
[
2017/02/12
](
https://github.com/
tensorpack
/tensorpack/commit/d1041a77a9c59d8c9abf64f389f3b605d65b483e
)
.
`TrainConfig(optimizer=)`
was deprecated. Now optimizer is set in
`ModelDesc`
. And gradient processors become part of an optimizer.
*
[
2017/02/11
](
https://github.com/
ppwwyyxx
/tensorpack/commit/5b29bda9f17d7b587259e13963c4c8093e8387f8
)
.
*
[
2017/02/11
](
https://github.com/
tensorpack
/tensorpack/commit/5b29bda9f17d7b587259e13963c4c8093e8387f8
)
.
`_get_input_vars()`
in
`ModelDesc`
was renamed to
`_get_inputs`
.
`InputVar`
was renamed to
`InputDesc`
.
*
[
2017/01/27
](
https://github.com/
ppwwyyxx
/tensorpack/commit/a9dd0b8ec34209ab86a92875589dbbc4716e73ef
)
.
*
[
2017/01/27
](
https://github.com/
tensorpack
/tensorpack/commit/a9dd0b8ec34209ab86a92875589dbbc4716e73ef
)
.
`TrainConfig(step_per_epoch)`
was renamed to
`steps_per_epoch`
.
*
[
2017/01/25
](
https://github.com/
ppwwyyxx
/tensorpack/commit/2df3dcf401a99fe61c699ad719e95528872d3abe
)
.
*
[
2017/01/25
](
https://github.com/
tensorpack
/tensorpack/commit/2df3dcf401a99fe61c699ad719e95528872d3abe
)
.
Argument order of
`models.ConcatWith`
is changed to follow the API change in TensorFlow upstream.
*
[
2017/01/25
](
https://github.com/
ppwwyyxx
/tensorpack/commit/243e957fe6d62a0cfb5728bd77fb3e005d6603e4
)
.
*
[
2017/01/25
](
https://github.com/
tensorpack
/tensorpack/commit/243e957fe6d62a0cfb5728bd77fb3e005d6603e4
)
.
`TrainConfig(callbacks=)`
now takes a list of
`Callback`
instances.
*
[
2017/01/06
](
https://github.com/
ppwwyyxx
/tensorpack/commit/bbf41d9e58053f843d0471e6d2d87ff714a79a90
)
.
*
[
2017/01/06
](
https://github.com/
tensorpack
/tensorpack/commit/bbf41d9e58053f843d0471e6d2d87ff714a79a90
)
.
`summary.add_moving_summary`
now takes any number of positional arguments instead of a list.
*
[
2017/01/05
](
https://github.com/
ppwwyyxx
/tensorpack/commit/651a5aea8f9aacad7147542021dcf106fc824bc2
)
.
*
[
2017/01/05
](
https://github.com/
tensorpack
/tensorpack/commit/651a5aea8f9aacad7147542021dcf106fc824bc2
)
.
The argument
`TrainConfig(dataset=)`
is renamed to
`TrainConfig(dataflow=)`
.
*
[
2016/12/15
](
https://github.com/
ppwwyyxx
/tensorpack/commit/99c70935a7f72050f45891fbbcc49c4ce43aedce
)
.
*
[
2016/12/15
](
https://github.com/
tensorpack
/tensorpack/commit/99c70935a7f72050f45891fbbcc49c4ce43aedce
)
.
The
`predict_tower`
option is in
`TrainConfig`
now instead of
`Trainer`
.
*
[
2016/11/10
](
https://github.com/
ppwwyyxx
/tensorpack/commit/77bcc8b1afc984a569f6ec3eda0a3c47b4e2923a
)
.
*
[
2016/11/10
](
https://github.com/
tensorpack
/tensorpack/commit/77bcc8b1afc984a569f6ec3eda0a3c47b4e2923a
)
.
The
`{input,output}_var_names`
argument in
`PredictConfig`
is renamed to
`{input,output}_names`
.
*
[
2016/11/06
](
https://github.com/
ppwwyyxx
/tensorpack/commit/740e9d8ca146af5a911f68a369dd7348243a2253
)
.
*
[
2016/11/06
](
https://github.com/
tensorpack
/tensorpack/commit/740e9d8ca146af5a911f68a369dd7348243a2253
)
.
The inferencer
`ClassificationError`
now expects the vector tensor returned by
`prediction_incorrect`
instead of the "wrong" tensor.
*
[
2016/10/17
](
https://github.com/
ppwwyyxx
/tensorpack/commit/6eb0bebe60d6f38bcad9ddb3e6091b0b154a09cf
)
.
*
[
2016/10/17
](
https://github.com/
tensorpack
/tensorpack/commit/6eb0bebe60d6f38bcad9ddb3e6091b0b154a09cf
)
.
`Conv2D`
and
`FullyConnect`
use
`tf.identity`
by default instead of
`tf.nn.relu`
.
*
[
2016/09/01
](
https://github.com/
ppwwyyxx
/tensorpack/commit/fc9e45b0208ff09daf454d3bd910c540735b7f83
)
.
*
[
2016/09/01
](
https://github.com/
tensorpack
/tensorpack/commit/fc9e45b0208ff09daf454d3bd910c540735b7f83
)
.
The method
`_build_graph`
of
`ModelDesc`
doesn't take
`is_training`
argument anymore.
The
`is_training`
attribute can be obtained from tower context.
*
[
2016/05/15
](
https://github.com/
ppwwyyxx
/tensorpack/commit/e69034b5c9b588db9fb52295b1e63c89e8b42654
)
.
*
[
2016/05/15
](
https://github.com/
tensorpack
/tensorpack/commit/e69034b5c9b588db9fb52295b1e63c89e8b42654
)
.
The method
`_get_cost`
of
`ModelDesc`
is replaced by
`_build_graph`
.
README.md
View file @
4158eb7e
...
...
@@ -2,7 +2,7 @@
Tensorpack is a training interface based on TensorFlow.
[

](https://travis-ci.org/ppwwyyxx
/tensorpack)
[

](https://travis-ci.org/tensorpack
/tensorpack)
[

](http://tensorpack.readthedocs.io/en/latest/index.html)
[

](https://gitter.im/tensorpack/users)
[

](http://models.tensorpack.com)
...
...
@@ -65,7 +65,7 @@ Dependencies:
+
TensorFlow >= 1.3.0 (Optional if you only want to use
`tensorpack.dataflow`
alone as a data processing library)
```
# install git, then:
pip install -U git+https://github.com/
ppwwyyxx
/tensorpack.git
pip install -U git+https://github.com/
tensorpack
/tensorpack.git
# or add `--user` to avoid system-wide installation.
```
...
...
docs/conf.py
View file @
4158eb7e
...
...
@@ -402,7 +402,7 @@ def autodoc_skip_member(app, what, name, obj, skip, options):
def
url_resolver
(
url
):
if
'.html'
not
in
url
:
return
"https://github.com/
ppwwyyxx
/tensorpack/blob/master/"
+
url
return
"https://github.com/
tensorpack
/tensorpack/blob/master/"
+
url
else
:
if
ON_RTD
:
return
"http://tensorpack.readthedocs.io/"
+
url
...
...
examples/DoReFa-Net/README.md
View file @
4158eb7e
...
...
@@ -37,13 +37,13 @@ Alternative link to this page: [http://dorefa.net](http://dorefa.net)
## Use
+
Install
[
tensorpack
](
https://github.com/ppwwyyxx/tensorpack
)
and scipy.
+
Install
tensorpack
and scipy.
+
Look at the docstring in
`*-dorefa.py`
to see detailed usage and performance.
## Support
Please use
[
github issues
](
https://github.com/
ppwwyyxx
/tensorpack/issues
)
for any issues related to the code itself.
Please use
[
github issues
](
https://github.com/
tensorpack
/tensorpack/issues
)
for any issues related to the code itself.
Please send email to the authors for general questions related to the paper.
## Citation
...
...
examples/ResNet/load-resnet.py
View file @
4158eb7e
...
...
@@ -2,7 +2,7 @@
# -*- coding: utf-8 -*-
# File: load-resnet.py
# Author: Eric Yujia Huang <yujiah1@andrew.cmu.edu>
# Yuxin Wu
<ppwwyyxx@gmail.com>
# Yuxin Wu
import
cv2
import
functools
...
...
scripts/checkpoint-manipulate.py
View file @
4158eb7e
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: checkpoint-manipulate.py
# Author: Yuxin Wu <ppwwyyxxc@gmail.com>
import
numpy
as
np
...
...
scripts/dump-model-params.py
View file @
4158eb7e
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: dump-model-params.py
# Author: Yuxin Wu <ppwwyyxx@gmail.com>
import
numpy
as
np
import
six
...
...
scripts/ls-checkpoint.py
View file @
4158eb7e
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: ls-checkpoint.py
# Author: Yuxin Wu <ppwwyyxxc@gmail.com>
import
tensorflow
as
tf
import
numpy
as
np
...
...
setup.cfg
View file @
4158eb7e
[metadata]
author = TensorPack contributors
author-email = ppwwyyxxc@gmail.com
url = https://github.com/
ppwwyyxx
/tensorpack
url = https://github.com/
tensorpack
/tensorpack
keywords = tensorflow, deep learning, neural network
license = Apache
...
...
tensorpack/__init__.py
View file @
4158eb7e
# -*- coding: utf-8 -*-
# File: __init__.py
# flake8: noqa
import
os
as
_os
from
tensorpack.libinfo
import
__version__
,
_HAS_TF
from
tensorpack.utils
import
*
...
...
tensorpack/callbacks/graph.py
View file @
4158eb7e
...
...
@@ -36,7 +36,7 @@ class RunOp(Callback):
Examples:
The `DQN Example
<https://github.com/
ppwwyyxx
/tensorpack/blob/master/examples/DeepQNetwork/>`_
<https://github.com/
tensorpack
/tensorpack/blob/master/examples/DeepQNetwork/>`_
uses this callback to update target network.
"""
if
not
callable
(
op
):
...
...
tensorpack/tfutils/sesscreate.py
View file @
4158eb7e
...
...
@@ -35,7 +35,7 @@ class NewSessionCreator(tf.train.ChiefSessionCreator):
self
.
user_provided_config
=
True
logger
.
warn
(
"Some options in custom session config may not work due to TF
\
bugs. See https://github.com/
ppwwyyxx
/tensorpack/issues/497 for workarounds."
)
bugs. See https://github.com/
tensorpack
/tensorpack/issues/497 for workarounds."
)
self
.
config
=
config
super
(
NewSessionCreator
,
self
)
.
__init__
(
master
=
target
,
config
=
config
)
...
...
tensorpack/train/base.py
View file @
4158eb7e
...
...
@@ -14,7 +14,6 @@ from ..utils import logger
from
..utils.utils
import
humanize_time_delta
from
..utils.argtools
import
call_only_once
from
..tfutils
import
get_global_step_value
from
..tfutils.tower
import
TowerFuncWrapper
from
..tfutils.model_utils
import
describe_trainable_vars
from
..tfutils.sessinit
import
SessionInit
,
JustCurrentSession
from
..tfutils.sesscreate
import
ReuseSessionCreator
,
NewSessionCreator
...
...
@@ -25,7 +24,7 @@ from .config import TrainConfig, DEFAULT_MONITORS, DEFAULT_CALLBACKS
__all__
=
[
'StopTraining'
,
'Trainer'
]
class
StopTraining
(
Base
Exception
):
class
StopTraining
(
Exception
):
"""
An exception thrown to stop training.
"""
...
...
@@ -101,7 +100,7 @@ class Trainer(object):
Certain callbacks will only be run by chief worker.
"""
def
__init__
(
self
,
config
=
None
):
def
__init__
(
self
):
"""
config is only for compatibility reasons in case you're
using custom trainers with old-style API.
...
...
@@ -110,34 +109,6 @@ class Trainer(object):
self
.
_callbacks
=
[]
self
.
loop
=
TrainLoop
()
# Hacks!
if
config
is
not
None
:
logger
.
warn
(
"You're initializing new trainer with old trainer API!"
)
logger
.
warn
(
"This could happen if you wrote a custom trainer before."
)
logger
.
warn
(
"It may work now through some hacks, but please switch to the new API!"
)
logger
.
warn
(
"See https://github.com/ppwwyyxx/tensorpack/issues/458 for more information."
)
config
.
_deprecated_parsing
()
self
.
_config
=
config
self
.
inputs_desc
=
config
.
model
.
get_inputs_desc
()
self
.
tower_func
=
TowerFuncWrapper
(
lambda
*
inputs
:
config
.
model
.
build_graph
(
*
inputs
),
self
.
inputs_desc
)
self
.
_main_tower_vs_name
=
""
def
gp
(
input_names
,
output_names
,
tower
=
0
):
from
.tower
import
TowerTrainer
return
TowerTrainer
.
get_predictor
(
self
,
input_names
,
output_names
,
device
=
tower
)
self
.
get_predictor
=
gp
old_train
=
self
.
train
def
train
():
return
old_train
(
config
.
callbacks
,
config
.
monitors
,
config
.
session_creator
,
config
.
session_init
,
config
.
steps_per_epoch
,
config
.
starting_epoch
,
config
.
max_epoch
)
self
.
train
=
train
def
_register_callback
(
self
,
cb
):
"""
Register callbacks to the trainer.
...
...
@@ -170,7 +141,7 @@ class Trainer(object):
Defines what to do in one iteration. The default is:
``self.hooked_sess.run(self.train_op)``.
The behavior
can be changed by either defining what is ``
train_op``,
The behavior
of each iteration can be changed by either setting ``trainer.
train_op``,
or overriding this method.
"""
if
not
hasattr
(
self
,
'train_op'
):
...
...
@@ -343,7 +314,7 @@ class Trainer(object):
else
:
logger
.
warn
(
"You're calling new trainers with old trainer API!"
)
logger
.
warn
(
"Now it returns the old trainer for you, please switch to use new trainers soon!"
)
logger
.
warn
(
"See https://github.com/
ppwwyyxx
/tensorpack/issues/458 for more information."
)
logger
.
warn
(
"See https://github.com/
tensorpack
/tensorpack/issues/458 for more information."
)
return
old_trainer
(
*
args
,
**
kwargs
)
else
:
return
super
(
Trainer
,
cls
)
.
__new__
(
cls
)
...
...
tensorpack/train/config.py
View file @
4158eb7e
...
...
@@ -157,13 +157,13 @@ class TrainConfig(object):
@
property
def
nr_tower
(
self
):
logger
.
warn
(
"TrainConfig.nr_tower was deprecated! Set the number of GPUs on the trainer instead!"
)
logger
.
warn
(
"See https://github.com/
ppwwyyxx
/tensorpack/issues/458 for more information."
)
logger
.
warn
(
"See https://github.com/
tensorpack
/tensorpack/issues/458 for more information."
)
return
len
(
self
.
tower
)
@
nr_tower
.
setter
def
nr_tower
(
self
,
value
):
logger
.
warn
(
"TrainConfig.nr_tower was deprecated! Set the number of GPUs on the trainer instead!"
)
logger
.
warn
(
"See https://github.com/
ppwwyyxx
/tensorpack/issues/458 for more information."
)
logger
.
warn
(
"See https://github.com/
tensorpack
/tensorpack/issues/458 for more information."
)
self
.
tower
=
list
(
range
(
value
))
def
_deprecated_parsing
(
self
):
...
...
tensorpack/utils/utils.py
View file @
4158eb7e
...
...
@@ -94,7 +94,7 @@ def fix_rng_seed(seed):
seed (int):
Note:
See https://github.com/
ppwwyyxx
/tensorpack/issues/196.
See https://github.com/
tensorpack
/tensorpack/issues/196.
Examples:
...
...
tensorpack/utils/viz.py
View file @
4158eb7e
...
...
@@ -164,7 +164,7 @@ def stack_patches(
"""
Stacked patches into grid, to produce visualizations like the following:
.. image:: https://github.com/
ppwwyyxx
/tensorpack/raw/master/examples/GAN/demo/BEGAN-CelebA-samples.jpg
.. image:: https://github.com/
tensorpack
/tensorpack/raw/master/examples/GAN/demo/BEGAN-CelebA-samples.jpg
Args:
patch_list(list[ndarray] or ndarray): NHW or NHWC images in [0,255].
...
...
tests/run-tests.sh
View file @
4158eb7e
#!/bin/bash -e
# File: run-tests.sh
# Author: Yuxin Wu <ppwwyyxxc@gmail.com>
DIR
=
$(
dirname
$0
)
cd
$DIR
...
...
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