f90849cc95
Deprecate LightningModule.summarize() in favor of pl.utilities.model_summary.summarize() ( #8513 )
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2021-08-03 22:08:51 +00:00
e63968ab88
Add `pyupgrade` to `pre-commit` ( #8557 )
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2021-07-26 14:38:12 +02:00
a64cc37394
Replace `yapf` with `black` ( #7783 )
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2021-07-26 13:37:35 +02:00
36b893c43e
Add `ModelSummary.max_depth` ( #8062 )
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Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2021-07-01 12:08:16 +02:00
ce93d8bcfd
Handle errors due to uninitailized parameters ( #7642 )
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-06-14 15:56:03 +00:00
7ca41734da
Add `dataloader_idx` to batch transfer hooks ( #6241 )
...
* replace with kwargs
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* add test
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* docs
* bc
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* pep
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* .
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* kwargs -> step_kwargs
2021-05-13 23:03:55 +05:30
02fa32b7bc
Handle torch.jit scripted modules in layer summary ( #6511 )
2021-03-15 03:17:42 +01:00
bcc0004955
Add before_batch_transfer and after_batch_transfer hooks ( #3671 )
...
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* pep and BoringModel
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2021-02-18 06:58:12 -05:00
da6dbc8d1d
PoC: Accelerator refactor ( #5743 )
...
* restoring the result from subprocess
* fix queue.get() order for results
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* add missing "block_backward_sync" context manager
* fix sync_batchnorm
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* accelerator selection: added cluster_environment plugin
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* fix reduce early stopping decision for DDP
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* fix lightning optimizer does not pickle
* fix setting benchmark and deterministic option
* fix slurm amp test
* fix prepare_data test and determine node_rank
* fix retrieving last path when testing
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* fix test: test_trainer_config
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* fix trainer.model access
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* fix auto_select_gpus
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* Added sharded spawn, select accelerators based on distributed_backend + enable custom fp16 plugin automatically
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optimizers are not used in main process, so state would be wrong.
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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* x
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fix merge
fix merge
* [Feat] Resolve manual_backward (#5837 )
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-88-60.ec2.internal>
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x
x
x
x
x
x
x
x
* x
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Co-authored-by: root <root@ip-172-31-88-60.ec2.internal>
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Co-authored-by: tchaton <thomas@grid.ai>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Lezwon Castelino <lezwon@gmail.com>
Co-authored-by: Your Name <you@example.com>
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Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
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Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* remove unrelated formatting change
* add types
* warn 1.7 ddp manual backward only if ddp kwarg unset
* yapf + isort
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* Apply suggestions from code review
* typer in accelerator.py
* typo
* Apply suggestions from code review
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
Co-authored-by: SeanNaren <sean@grid.ai>
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Co-authored-by: chaton <thomas@grid.ai>
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2021-02-12 15:48:56 -05:00
b434c479e7
Quantisation ( #5706 )
...
* empty
* sq
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* yapf
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* dupl
* Apply suggestions from code review
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
* Apply suggestions from code review
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* fixes
* Apply suggestions from code review
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* fixes
* note
* warn
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* link
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* Apply suggestions from code review
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
* yapf
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Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
2021-02-11 07:04:57 -05:00
58c90ba7b7
formatting 5/n: Core ( #5721 )
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* yapf core
* Update pytorch_lightning/core/lightning.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-02-08 14:29:43 -05:00
5f3372871a
[feat] Add PyTorch Profiler. ( #5560 )
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* add profiler
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* delete prof file
* merge pr codebase
* update
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* update on comments
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* Update pytorch_lightning/profiler/__init__.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update pytorch_lightning/profiler/__init__.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* update on comments
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Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
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Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
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2021-01-26 06:48:54 -05:00
7b30133a82
flake8 & isort ( #5647 )
2021-01-25 14:31:38 -05:00
db784225eb
summarize total size of model params in bytes ( #5590 )
...
* simplified model size calc
* fix spaces
* fix newlines
* minor refactor
* Update pytorch_lightning/core/memory.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* make model size property
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* Update pytorch_lightning/core/memory.py
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* remove explicit doctest from file
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* model precalculate size 1.0 mbs
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Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update tests/core/test_memory.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* merge _model_size into model_size property itself
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* remove monkeypath set env as boringmodel wont need any torch hub cache
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2021-01-25 09:35:29 +01:00
54d20dc596
Refactor: clean trainer device & distrib getters ( #5300 )
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* warnings
* .
* .
* flake8
* .
* .
* .
* use_tpu
* use_dp
* .
* use_ddp
* .
* use_horovod
* .
* .
* .
2021-01-12 05:22:37 -05:00
b29757da90
Implemented ModelSummary total params values ( #4521 )
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* Implemented ModelSummary total params values
Signed-off-by: George Corrêa de Araújo <george.gcac@gmail.com>
* Fixed documentation, handling modules that are containers for other modules when calculating total params
Signed-off-by: gca <george.gcac@gmail.com>
* Reduced max line length, updated total number of params layout
Signed-off-by: gca <george.gcac@gmail.com>
* Now using only top-level modules of main module to calculate total params
Signed-off-by: gca <george.gcac@gmail.com>
* Added default value for named_modules param in summarize function
Signed-off-by: gca <george.gcac@gmail.com>
* Removed summary function params, removed unused properties
Signed-off-by: gca <george.gcac@gmail.com>
* Changed from np.prod(shape) to numel
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* changelog
* Update pytorch_lightning/core/memory.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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2020-11-22 07:07:52 +01:00
8dfbf6371b
Model summary: add 1 decimal place ( #4745 )
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Show 1999 parameters as 1.9 K and 1000 parameters as 1.0 K, rather than both as 1 K.
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
2020-11-20 23:22:21 +01:00
24809b0b26
Refactor GPUStatsMonitor to improve training speed ( #3257 )
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* Refactor GPUMonitor to improve training speed
* added gpu ids to monitor
* update tests
* added deprecation warning
* pep
* fix test
* fix docs
* fix log_gpu_memory
* move deprecation check
* chlog
* Update CHANGELOG.md
* suggestions and fix
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-09-04 06:02:16 -04:00
cee5eaf659
flake8 fixes ( #3064 )
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* flake8 fixes
* fix pep8
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Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-08-20 07:45:22 -04:00
f43028f3ae
added copyright notices ( #3062 )
2020-08-19 22:03:22 -04:00
4354690e55
add apex test ( #2921 )
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* add apex test
* rename
* level
* events
* wrap
* evt
* miss
* apex
* apex
* apex
* apex
* apex
* apex
* Update tests/models/test_amp.py
Co-authored-by: William Falcon <waf2107@columbia.edu>
* notes
* notes
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-08-13 10:03:13 -04:00
a6e7aa7796
allow using apex with any PT version ( #2865 )
...
* wip
* setup
* type
* name
* wip
* docs
* imports
* fix if
* fix if
* use_amp
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* fix tests
* Apply suggestions from code review
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
* fix tests
* todos
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2020-08-08 11:07:32 +02:00
b7d72706c3
clean imports ( #2867 )
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* clean imports
* miss
2020-08-08 00:33:51 +02:00
e068af9ea8
Ampt ( #2572 )
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* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
* remove grad scaling tpu
2020-07-09 21:28:11 -04:00
6bfcfa8671
fix dtype conversion of example_input_array in model summary ( #2510 )
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* fix dtype conversion
* changelog
2020-07-05 07:17:22 -04:00
0be78d13aa
native amp ( #2373 )
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* native amp
* typo
* imports
* apex
2020-06-26 21:45:13 -04:00
f972ab3a82
Fix summary hook handles not getting removed ( #2298 )
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* detach hooks after completion
* detach hook
* update docs
* add test
* docs
* changelog
2020-06-20 07:38:47 -04:00
7dc58bd286
Refactor model summary + generalize example input array ( #1773 )
...
* squash
variant a
variant b
add test
revert rename
add changelog
docs
move changelog entry to top
use hooks
wip
wipp
layer summary
clean up, refactor
type hints
rename
remove obsolete code
rename
unused imports
simplify formatting of table and increase readability
doctest
superclass object
update examples
print unknown sizes
more docs and doctest
testing
unknown layers
add rnn test
remove main
restore train mode
test device wip
device
constant
simplify model forward transfer
return summary object in method
extend tests
fix summary for empty module
extend tests
refactor and added hook
variant a
variant b
add test
revert rename
add changelog
docs
move changelog entry to top
remove hardcoded string
simplify
test unknown shapes and all others
comments for tests
fix hparams attribute
* update default
* unused import
* clean up
* replace hardcoded strings
* fix doctest
* fix top/full
* black
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* update debugging docs
update docs
typo
update docs
update docs
* add changelog
* extract constant
* setter and getter
* move parity models to test folder
* parameterize mode
2020-06-15 17:05:58 -04:00
2ab2f7d08d
Improved docs for pytorch_lightning.core (continued) ( #1483 )
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* improved docs for core
update links
add references to hooks lifecycle
wip
continue with __init__.py
improve docs for memory.py
improve docs for saving.py
simpler links
fix formatting
* move hooks lifecycle to top of file
* fix doctest import problem
* add missing hook in lifecycle
2020-04-16 12:04:55 -04:00
b31edf37bf
Change min max gpu memory to be on their own plots ( #1358 )
2020-04-03 14:59:27 -04:00
22a7264e9a
improve partial Codecov ( #1172 )
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* ignore in setup
* show report
* abs imports
* abstract pass
* cover loggers
* doctest trains
* locals
* pass
* revert tensorboard
* use tensorboardX
* revert tensorboardX
* fix trains
* Add TrainsLogger.set_credentials (#1179 )
* Add TrainsLogger.set_credentials to control trains server configuration and authentication from code. Sync trains package version.
Fix CI Trains tests
* Add global TrainsLogger set_bypass_mode (#1187 )
* Add global TrainsLogger set_bypass_mode skips all external communication
Co-authored-by: bmartinn <>
* rm some no-cov
Co-authored-by: Martin.B <51887611+bmartinn@users.noreply.github.com>
2020-03-19 09:14:29 -04:00
1a73fa0b03
change default logger to dedicated one ( #1064 )
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Fix test
Fix format
Update pytorch_lightning/__init__.py
Separate imports
2020-03-17 18:44:00 -04:00
3c2fd560aa
Type Hints for Lightning Core ( #946 )
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* first pass for LightningModule typehints
* fix return types
* add missing types
* add type annotations to grads.py
* add type annotations to hooks.py
* add type annotation to memory.py
* proper docstring quotation marks
* add type annotations to saving.py
* fix cyclic import problem
* fix cyclic import problem
* add missing whitespace
* finish type hints for load_from_ methods
* docs: prepare_data does not return anything
* fix auto types in docs
* revert typehint for trainer in hook
* remove unnecessary return docs
* some fixes for memory docs
* revert typing for args kwargs
* added all missing None return types
* remove unused import
* add more details to dict/list return types
* fix line too long
* optimize imports
* linted
* Revert "linted"
This reverts commit 85559611e8
2020-03-12 12:47:23 -04:00
563e2ba2c6
resolving documentation warnings ( #833 )
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* add more underline
* fix LightningMudule import error
* remove unneeded blank line
* escape asterisk to fix inline emphasis warning
* add PULL_REQUEST_TEMPLATE.md
* add __init__.py and import imagenet_example
* fix duplicate label
* add noindex option to fix duplicate object warnings
* remove unexpected indent
* refer explicit LightningModule
* fix minor bug
* refer EarlyStopping explicitly
* restore exclude patterns
* change the way how to refer class
* remove unused import
* update badges & drop Travis/Appveyor (#826 )
* drop Travis
* drop Appveyor
* update badges
* fix missing PyPI images & CI badges (#853 )
* docs - anchor links (#848 )
* docs - add links
* add desc.
* add Greeting action (#843 )
* add Greeting action
* Update greetings.yml
Co-authored-by: William Falcon <waf2107@columbia.edu>
* add pep8speaks (#842 )
* advanced profiler describe + cleaned up tests (#837 )
* add py36 compatibility
* add test case to capture previous bug
* clean up tests
* clean up tests
* Update lightning_module_template.py
* Update lightning.py
* respond lint issues
* break long line
* break more lines
* checkout conflicting files from master
* shorten url
* checkout from upstream/master
* remove trailing whitespaces
* remove unused import LightningModule
* fix sphinx bot warnings
* Apply suggestions from code review
just to trigger CI
* Update .github/workflows/greetings.yml
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
2020-02-27 16:07:51 -05:00
472f394788
Resolve some codefactor issues ( #756 )
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* remove unnecessary pass statements
* use isinstance for type checks
* remove unnecessary else/elif after return
* remove unnecessary return statements
* move doc string to top
* merge isinstance calls
* remove unnecessary else/elif after raise
* use list comprehension
* do not use len without comparison
* add missing shebang
* revert isinstance check back to type
broke tests, because bool is actually subclass of int
* add missing period to doc string
* remove unnecessary pass statements
* use isinstance for type checks
* remove unnecessary else/elif after return
* remove unnecessary return statements
* move doc string to top
* merge isinstance calls
* remove unnecessary else/elif after raise
* use list comprehension
* do not use len without comparison
* add missing shebang
* revert isinstance check back to type
broke tests, because bool is actually subclass of int
* add missing period to doc string
* Fix default ckpt path when logger exists (#771 )
* rename logging -> loggers (#767 )
* move logging >> loggers
* add warning
* fix tests
* logging alias
* formatting
* formatting
* use isinstance for type checks
* revert isinstance check back to type
broke tests, because bool is actually subclass of int
* add more detail to tbptt example (#755 )
* add more detail to tbptt example
* warn user about new arg in training_step
Co-authored-by: Vadim Bereznyuk <kuynzereb@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jeremy Jordan <13970565+jeremyjordan@users.noreply.github.com>
2020-02-01 18:44:05 -05:00
76a1c67d87
rename logging -> loggers ( #767 )
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* move logging >> loggers
* add warning
* fix tests
* logging alias
* formatting
* formatting
2020-02-01 15:47:58 -05:00
9a6838d349
Removed dependency on pandas, instead use generic csv ( #736 )
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* removed dependency on pandas, instead use generic csv
* remove mnist files, pushed by accident
* added docstring and small fixes
* Update memory.py
* fixed path
Co-authored-by: William Falcon <waf2107@columbia.edu>
2020-01-29 14:52:23 -05:00
06242c200a
Fix issue_703: backward compatibility with python3.6 ( #715 )
2020-01-20 14:50:57 -05:00
ea59a99426
update org paths & convert logos ( #685 )
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* fix typos
* update org paths
* update links from READMe to docs
* add svg logo
* add svg logo-text
* update logos
* testing temp paths
* prune links from readme
* optimize imports
* update logo
* update paths in README
* missing imports
2020-01-20 14:50:31 -05:00
d562172b4c
Allow for multiple example inputs when creating summary ( #543 )
2019-12-09 04:42:07 -08:00
3a58937d8b
rename variables nb -> num ( #567 )
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* rename nb -> num
* flake8
* batch_nb, epoch_nb, gpu_nb, split_nb
* add _num deprecations
2019-12-04 06:57:10 -05:00
9785a3e78e
Refactor: name modules ( #548 )
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* refactor: rename some modules
* add deprecation warnings
* fix paths
2019-11-26 22:39:18 -05:00
samlurye