diff --git a/CHANGELOG.md b/CHANGELOG.md
index db84e0240a..4d404a1384 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -50,6 +50,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
- Added `strict=False` and `hparams_file` accepts dict for `load_from_checkpoint` ([#2819](https://github.com/PyTorchLightning/pytorch-lightning/pull/2819))
+- Added saving test predictions on multiple GPUs ([#2926](https://github.com/PyTorchLightning/pytorch-lightning/pull/2926))
+
### Changed
- Truncated long version numbers in progress bar ([#2594](https://github.com/PyTorchLightning/pytorch-lightning/pull/2594))
@@ -140,6 +142,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
- Fixed checkpointing to remote file paths ([#2925](https://github.com/PyTorchLightning/pytorch-lightning/pull/2925))
+- Fixed adding val step argument to metrics ([#2986](https://github.com/PyTorchLightning/pytorch-lightning/pull/2986))
+
## [0.8.5] - 2020-07-09
### Added
diff --git a/docs/source/callbacks.rst b/docs/source/callbacks.rst
index e7f9153f2a..fd61bacf96 100644
--- a/docs/source/callbacks.rst
+++ b/docs/source/callbacks.rst
@@ -19,7 +19,7 @@ Here's the flow of how the callback hooks are executed:
.. raw:: html
-
+
An overall Lightning system should have:
diff --git a/docs/source/datamodules.rst b/docs/source/datamodules.rst
index a6a947bec3..fc8dadcd02 100644
--- a/docs/source/datamodules.rst
+++ b/docs/source/datamodules.rst
@@ -6,7 +6,7 @@ A datamodule is a shareable, reusable class that encapsulates all the steps need
.. raw:: html
-
+
|
diff --git a/docs/source/index.rst b/docs/source/index.rst
index e82ab046b8..597d436f42 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -27,6 +27,7 @@ PyTorch Lightning Documentation
metrics
results
trainer
+ tasks
.. toctree::
:maxdepth: 1
@@ -134,4 +135,5 @@ Indices and tables
api/pytorch_lightning.overrides
api/pytorch_lightning.profiler
api/pytorch_lightning.trainer
+ api/pytorch_lightning.tasks
api/pytorch_lightning.utilities
diff --git a/docs/source/introduction_guide.rst b/docs/source/introduction_guide.rst
index e13fcccfe2..5f0d4574e3 100644
--- a/docs/source/introduction_guide.rst
+++ b/docs/source/introduction_guide.rst
@@ -15,7 +15,7 @@ code to work with Lightning.
.. raw:: html
-
+
|
diff --git a/docs/source/lightning-module.rst b/docs/source/lightning-module.rst
index b6a69dcb0b..c6bf4453ba 100644
--- a/docs/source/lightning-module.rst
+++ b/docs/source/lightning-module.rst
@@ -16,7 +16,7 @@ A :class:`~LightningModule` organizes your PyTorch code into 5 sections
.. raw:: html
-
+
|
diff --git a/docs/source/new-project.rst b/docs/source/new-project.rst
index ccbfc1d724..fb0c55f6d3 100644
--- a/docs/source/new-project.rst
+++ b/docs/source/new-project.rst
@@ -20,7 +20,7 @@ To illustrate, here's the typical PyTorch project structure organized in a Light
.. raw:: html
-
+
----------
@@ -68,7 +68,7 @@ well across any accelerator.
.. raw:: html
-
+
|
@@ -125,7 +125,7 @@ via hooks that are called on your LightningModule.
.. raw:: html
-
+
----------------
@@ -342,7 +342,7 @@ Here's an illustration that explains how to refactor your code into reusable Dat
.. raw:: html
-
+
|
diff --git a/docs/source/tasks.rst b/docs/source/tasks.rst
new file mode 100644
index 0000000000..fe9d494a95
--- /dev/null
+++ b/docs/source/tasks.rst
@@ -0,0 +1,3 @@
+Tasks
+=====
+To write
diff --git a/pytorch_lightning/tasks/__init__.py b/pytorch_lightning/tasks/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/pytorch_lightning/tasks/fast_task.py b/pytorch_lightning/tasks/fast_task.py
new file mode 100644
index 0000000000..baa5d40bae
--- /dev/null
+++ b/pytorch_lightning/tasks/fast_task.py
@@ -0,0 +1,5 @@
+
+class FastTask(object):
+
+ def __init__(self):
+ pass
diff --git a/pytorch_lightning/trainer/__init__.py b/pytorch_lightning/trainer/__init__.py
index 760a4b01c6..d1d3bec819 100644
--- a/pytorch_lightning/trainer/__init__.py
+++ b/pytorch_lightning/trainer/__init__.py
@@ -12,7 +12,7 @@ the Trainer automates everything else.
.. raw:: html
-
|