William Falcon
a94e9d8e12
Update test_models.py
2019-10-10 15:17:19 -04:00
William Falcon
46322b906b
fixed ckpt tests ( #352 )
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* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
* fixed ckpt tests
2019-10-10 15:16:19 -04:00
William Falcon
ec10119e97
Fixed tests ( #340 )
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* removed hparam calls
* removed hparam calls
* removed hparam calls
* removed hparam calls
* removed hparam calls
* Update test_models.py
2019-10-09 10:37:10 -04:00
Nic Eggert
8088052825
Finalize logger ( #337 )
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* Ensure logger.finalize is called
* Call logger.finalize
* Update mlflow_logger.py
* Update test_logging.py
* Update trainer.py
2019-10-08 17:33:33 -04:00
William Falcon
49e04de5ac
Ports ( #338 )
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* remove os.exit from early stopping
* remove os.exit from early stopping
* fixed weight summary
* fixed weight summary
* fixed weight summary
* fixed weight summary
* fixed weight summary
* fixed weight summary
* fixed weight summary
2019-10-08 17:11:47 -04:00
William Falcon
ac6d0154c2
Fixes lack of logging in logger ( #319 )
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* changed rank 0
* models wait to restore weights
* models wait to restore weights
2019-10-06 17:57:23 -04:00
William Falcon
491100abdd
Docs ( #315 )
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* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up demos
* cleaning up docs
* cleaned up test_tube logger
* cleaned up test_tube logger
* cleaned up test_tube logger
2019-10-05 23:52:32 -04:00
William Falcon
6cc3f1757f
decouple returns from each step ( #307 )
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* decoupled training metrics from logging metrics
* decoupled validation metrics from log metrics
* updated docs
* updated docs
* updated docs
* Fixed test
* merged master
* merged master
* merged master
* merged master
* merged master
* merged master
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* merged master
* merged master
2019-10-05 13:35:20 -04:00
William Falcon
8f5a06bfb8
Gpu mem ( #308 )
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* Fixes #289
* Fixes #289
* added lbfgs support
* Fixes #280 (#309 )
* added test seeds (#306 )
* added test seeds
* added test seeds
* updated docs
* added lbfgs support (#310 )
* added lbfgs support
* added lbfgs support
* added lbfgs support
* Fixes #280 (#309 )
* added test seeds (#306 )
* added test seeds
* added test seeds
* updated docs
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* Fixes #289
* Fixes #289
* merged master
* merged master
2019-10-05 11:29:34 -04:00
William Falcon
75fd89106f
added lbfgs support ( #310 )
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* added lbfgs support
* added lbfgs support
* added lbfgs support
* Fixes #280 (#309 )
* added test seeds (#306 )
* added test seeds
* added test seeds
* updated docs
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
* added lbfgs support
2019-10-05 11:10:21 -04:00
William Falcon
c9786cdef1
added test seeds ( #306 )
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* added test seeds
* added test seeds
* updated docs
2019-10-05 10:56:52 -04:00
William Falcon
967957e55c
added lbfgs support
2019-10-05 10:47:18 -04:00
William Falcon
bf09060fef
Fixes #292 ( #303 )
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* early stopping callback is not default
* added a default logger
* added default checkpoint callback
* added default checkpoint/loggers
* added default checkpoint/loggers
* updated docs
* cleaned demos
* cleaned demos
* cleaned demos
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
* clean up docs around loggers
2019-10-04 19:48:57 -04:00
William Falcon
033be9e9b4
tests fix
2019-10-04 17:32:52 -04:00
William Falcon
3a3ac73963
Merge branch 'master' of https://github.com/williamFalcon/pytorch-lightning
2019-10-04 16:56:05 -04:00
William Falcon
cf07c153e9
tests fix
2019-10-04 16:55:51 -04:00
William Falcon
a60a24d11b
disable auto gpu loading when restoring weights to avoid OOM ( #242 )
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* Update root_module.py
* Update root_module.py
* Update root_module.py
* tests fix
* tests fix
2019-10-04 16:18:43 -04:00
William Falcon
73a7cf3c99
Mem crash ( #299 )
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* fixes memory crash
* fixes memory crash
2019-10-04 15:53:44 -04:00
Hendrik Schröter
36f0b5bbd0
Use getter instead of python property for the dataloaders ( #275 )
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* Use getter instead of python property for the dataloaders
* Fix lint
* Update trainer.py
2019-10-04 15:35:02 -04:00
William Falcon
32e74b8f36
Ddp2 ( #261 )
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* adds ddp2 option where on each node a single process uses all gpus
* added ddp2 test
* added ddp2 docs
* Update Distributed training.md
* delete ref to old update_training_log_metrics
* delete ref to old update_training_log_metrics
* debug
* debug
* debug
* debug
* debug
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* banana pancakes
* banana pancakes
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* banana pancakes
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* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* banana pancakes
* debug
* debug
* debug
* debug
* debug
* debug
* debug
* debug
* cheesecake
2019-10-04 15:07:54 -04:00
Nic Eggert
614cb3c03b
Initialize loggers only once ( #270 )
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* Create underlying loggers lazily
This avoids creating duplicate experiments or run in multi-node DDP.
* Save hyperparameters automatically
* Update docs for snapshotting hyperparams
* Fix test tube
* Fix test tube pickling
2019-10-02 11:10:40 -04:00
Nic Eggert
480eed5cb6
Enable any ML experiment tracking framework ( #223 )
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* Implement generic loggers for experiment tracking
* Add tests for loggers
* Get model tests passing
* Test and fix logger pickling
* Expand pickle test and fix bug
* Missed exp -> logger conversion
* Remove commented code
* Add docstrings
* Update logging docs
* Add mlflow to test requirements
* Make linter happy
* Fix mlflow timestamp
* Update Logging.md
* Update test_models.py
* Update test_models.py
* Update test_models.py
* Update properties.md
* Fix tests
* Line length
2019-09-27 12:05:29 -04:00
William Falcon
481aa24974
always calls the lr scheduler with epoch nb. Fixes #98 ( #252 )
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* always calls the lr scheduler with epoch nb
* added docs for cluster grid search
* added docs for cluster grid search
* undo test changes
* undo test changes
2019-09-26 16:36:41 -04:00
William Falcon
cf04ff73e9
undo test changes
2019-09-26 16:10:51 -04:00
William Falcon
de9fc0587b
added docs for cluster grid search
2019-09-26 16:10:16 -04:00
William Falcon
25d2f93256
enables samplers which don't need set epoch (or when ppl don't need a sampler) ( #254 )
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* enables samplers which dont need set epoch
* added docs for single gpu ddp
* added docs for single gpu ddp
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
* added docs for cluster grid search
2019-09-26 14:39:04 -04:00
Alok Singh
b0a0a47a0b
Rename variables ( #124 )
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- data_batch → batch
- batch_i → batch_idx
- dataloader_i → dataloader_idx
- tng → training
- training_dataloader → train_dataloader
- add_log_row_interval → row_log_interval
- gradient_clip → gradient_clip_val
- prog → progress
- tqdm_dic → tqdm_dict
2019-09-25 19:05:06 -04:00
William Falcon
55e7322747
Metrics load ( #228 )
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* load from metrics defaults to CPU
* load from metrics defaults to CPU
* load from metrics defaults to CPU
2019-09-16 10:47:19 -04:00
William Falcon
9576dd28b2
added load on CPU first ( #221 )
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* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added load on CPU first
* added print logs
* added print logs
* changed close order
* changed close order
2019-09-11 07:52:36 -04:00
William Falcon
506d5da68b
enable single gpu per node ( #218 )
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* enable single gpu per node
* enable single gpu per node
* enable single gpu per node
* enable single gpu per node
* enable single gpu per node
* enable single gpu per node
2019-09-09 07:37:20 -04:00
William Falcon
10d190e045
Simplified gpu api. No NVIDIA flag managing by lightning for cluster ( #213 )
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* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added nvidia flag set
* added simple cluster template
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
* sets correct backend for possible combinations of gpu inputs
2019-09-08 15:36:58 -04:00
William Falcon
7099f8dbfb
split trainer mixins ( #209 )
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* split trainer mixins
* Update multi_node_cluster_template.py
* Update single_cpu_template.py
* Update single_gpu_node_16bit_template.py
* Update single_gpu_node_ddp_template.py
* Update single_gpu_node_dp_template.py
* Update trainer_cpu_template.py
* Update trainer_io.py
* split trainer mixins
* Update multi_node_cluster_template.py
* deconflicted
* deconflicted
* deconflicted
2019-09-06 14:11:07 -04:00
William Falcon
60633eaa32
Moves hpc auto-resubmit to trainer from test-tube ( #207 )
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* added slurm signal handler
* added restore weight functions
* set slurm signal handling inside process
* added resubmit docs
* added resubmit docs
* fixed missing param
* Update trainer.py
* fixed missing param
* fixed missing param
* debugging tests
* debugging tests
* debugging tests
* debugging tests
* debugging tests
* debugging tests
* debugging tests
2019-09-06 11:54:51 -04:00
Nic Eggert
1733dba735
Pass outputs from all dataloaders to test_end and validation_end ( #203 )
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* Pass outputs from all dataloaders to test_end and validation_end
* Update tests
* Update docs
* Update trainer.py
* Update test_models.py
2019-09-06 07:37:25 -04:00
Nic Eggert
64688e1e15
Refactor test modules ( #180 )
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* Expectopatronum implement #89 (#182 )
* rename validate -> evaluate; implement test logic; allow multiple test_loaders
* add test_step and test_end to LightningModule
* add in_test_mode to pretraining to implement case 2 (test pretrained model)
* fix code style issues
* LightningTestModel: add optional second test set, implement test_step and test_end
* implemented test for multiple test_dataloaders; fixed typo
* add two test cases for #89
* add documentation for test_step, test_end; fix computation of loss in validation_step example
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Added proper dp ddp routing calls for test mode
* Update trainer.py
* Update test_models.py
* Update trainer.py
* Update trainer.py
* Update override_data_parallel.py
* Update test_models.py
* Update test_models.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update test_models.py
* Update test_models.py
* debug
* debug
* debug
* debug
* debug
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* Update trainer.py
* Update override_data_parallel.py
* Update debug.py
* Update lm_test_module.py
* Update test_models.py
* release v0.4.8
* Update README.md
* add training loop docs
* testing loop docs
* testing loop docs
* Convert __dataloader to _dataloader
This will let inherited classes use it
* Factor common test model setup into base class
* Specialized test modules inherit from LightningTestModelBase
* Fix __is_overriden so that it works with more complicated inheritance
* Use mixins to add functionality to test models
* Fix test with no val_dataloader
* Remove unused imports
* Get rid of wild card import
* Update trainer.py
* Update lm_test_module.py
2019-09-02 15:46:16 -04:00
Verena Haunschmid
25d5b25792
Expectopatronum implement #89 ( #182 )
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* rename validate -> evaluate; implement test logic; allow multiple test_loaders
* add test_step and test_end to LightningModule
* add in_test_mode to pretraining to implement case 2 (test pretrained model)
* fix code style issues
* LightningTestModel: add optional second test set, implement test_step and test_end
* implemented test for multiple test_dataloaders; fixed typo
* add two test cases for #89
* add documentation for test_step, test_end; fix computation of loss in validation_step example
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Added proper dp ddp routing calls for test mode
* Update trainer.py
* Update test_models.py
* Update trainer.py
* Update trainer.py
* Update override_data_parallel.py
* Update test_models.py
* Update test_models.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update test_models.py
* Update test_models.py
* debug
* debug
* debug
* debug
* debug
* debug
* debug
* debug
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* Update trainer.py
* Update override_data_parallel.py
* Update debug.py
* Update lm_test_module.py
* Update test_models.py
2019-09-02 07:15:27 -04:00
Stanislav
73cf47112e
Gradient accumulation callback ( #150 )
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* Gradient accumulation callback
* little test case
* typo
* import fix
* method name fix
* fix epochs indexing from 1
* better code style
* code style fix v2 :/
* change interface
* fix Trainre new api in tests
* trainer api bug fix
* new raising error, new update method
* extentions tests
* a little better tests
* typo fix
* flack8 better
* using scheduler for int and dict
* typo
* firs epoch bug fix
* test update
* empty dict exception
* floats check
* codestyle fix
* grad counting test
* someday, i will install normal linter
* add more checks
* Update test_models.py
* Update test_models.py
* Update test_models.py
* Update test_models.py
* Update test_models.py
* Update test_models.py
* Update test_models.py
2019-08-30 10:56:14 -04:00
William Falcon
4104a0fc47
cleaned up progbar ( #165 )
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* cleaned up progbar
* cleaned up progbar
* cleaned up progbar
* cleaned up progbar
* cleaned up progbar
* cleaned up progbar
* cleaned up progbar
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* updated base files
* flake 8
2019-08-23 21:23:27 -04:00
eqs
4a0b56755c
bug fix for #157 ( #158 )
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* Separate condition list/tuple case into separated cases
* Add test for tuple of tensor list and list of tensor dict
* Update test_models.py
2019-08-21 10:22:51 -04:00
William Falcon
a27fb5d54c
enhanced optimizer return options ( #120 )
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* added smarter optimizer options
* added smarter optimizer options
* added smarter optimizer options tests
* added smarter optimizer options tests
* added smarter optimizer options tests
* added smarter optimizer options tests
* added smarter optimizer options tests
* added smarter optimizer options tests
* added smarter optimizer options tests
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
2019-08-15 11:31:56 -04:00
William Falcon
db9254acbe
enable recursive parsing for single gpu inputs ( #121 )
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* added tests
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
* added single gpu data transfer recursive
2019-08-15 09:39:09 -04:00
William Falcon
7f53e7bfb3
Val idx optional in validation_step ( #108 )
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* made dataset_i only available with multiple datasets
* updated interface signature
* updated tests
2019-08-13 11:37:37 -04:00
Sidhanth Holalkere
511f7ecb9a
Support for multiple val_dataloaders ( #97 )
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* Added support for multiple validation dataloaders
* Fix typo in README.md
* Update trainer.py
* Add support for multiple dataloaders
* Rename dataloader_index to dataloader_i
* Added warning to check val_dataloaders
Added a warning to ensure that all val_dataloaders were DistributedSamplers if ddp is enabled
* Updated DistributedSampler warning
* Fixed typo
* Added multiple val_dataloaders
* Multiple val_dataloader test
* Update lightning_module_template.py
Added dataloader_i to validation_step parameters
* Update trainer.py
* Reverted template changes
* Create multi_val_module.py
* Update no_val_end_module.py
* New MultiValModel
* Rename MultiValModel to MultiValTestModel
* Revert to LightningTestModel
* Update test_models.py
* Update trainer.py
* Update test_models.py
* multiple val_dataloaders in test template
* Fixed flake8 warnings
* Update trainer.py
* Fix flake errors
* Fixed Flake8 errors
* Update lm_test_module.py
keep this test model with a single dataset for val
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update test_models.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update trainer.py
* Update RequiredTrainerInterface.md
* Update RequiredTrainerInterface.md
* Update test_models.py
* Update trainer.py
dont need the else clause, val_dataloader is either a list or none because of get_dataloaders()
* Update trainer.py
fixed flake errors
* Update trainer.py
2019-08-12 15:23:11 -04:00
William Falcon
e5805bf8ff
val and test are optional now ( #95 )
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* made validation step optional
* added no val model
* val_step can be implemented but not validation_end
* added no val end model
* added tests
* added tests
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* remove class
* updated docs
* updated docs
* updated test
* updated test
* updated test
* updated test
* updated test
* updated test
* updated test
* updated test
* updated test
* fix pep8
2019-08-11 10:01:57 -04:00
Nic Eggert
996b1f9a6d
When running DDP without DistributedSampler, throw warning instead of exception ( #91 )
2019-08-10 15:58:12 -04:00
William Falcon
3d23a56ed2
make experiment param in trainer optional ( #77 )
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* removed forced exp
* modified test to also run without exp
2019-08-08 10:59:16 -04:00
William Falcon
aa7245d9db
Load fix ( #74 )
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* skip weight load without callback
* added simple cpu test
* fixed pep
2019-08-08 06:00:04 -04:00
William Falcon
c7e8436083
added single gpu train test
2019-08-07 13:40:51 -04:00
William Falcon
16e5093805
added test model to do also
2019-08-07 11:47:05 -04:00
williamFalcon
8a58c6f8f0
added badge
2019-08-07 08:02:03 -07:00
William Falcon