From 086ca3150d8cb60d71523fe57fcad13b9bba3eca Mon Sep 17 00:00:00 2001 From: Teng Gao Date: Fri, 26 Feb 2021 14:58:10 +0800 Subject: [PATCH 1/6] add tensorboard_profiler tutorial --- _static/img/profiler_overview1.PNG | Bin 0 -> 136365 bytes _static/img/profiler_overview2.PNG | Bin 0 -> 79125 bytes _static/img/profiler_trace_view1.PNG | Bin 0 -> 131245 bytes _static/img/profiler_trace_view2.PNG | Bin 0 -> 136656 bytes _static/img/profiler_views_list.PNG | Bin 0 -> 69445 bytes index.rst | 8 + .../tensorboard_profiler_tutorial.py | 242 ++++++++++++++++++ 7 files changed, 250 insertions(+) create mode 100644 _static/img/profiler_overview1.PNG create mode 100644 _static/img/profiler_overview2.PNG create mode 100644 _static/img/profiler_trace_view1.PNG create mode 100644 _static/img/profiler_trace_view2.PNG create mode 100644 _static/img/profiler_views_list.PNG create mode 100644 intermediate_source/tensorboard_profiler_tutorial.py diff --git a/_static/img/profiler_overview1.PNG 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zTFg6}|0Y+-IcJl~qRV@UWNY|O!NQc_KGsR?sP_Ls3j-TPk^{s=$T=j^Vg}6K`__. + +Introduction +------------ +PyTorch 1.8 includes an updated profiler API that could help user +record both the operators running on CPU side and the CUDA kernels running on GPU side. +Given the profiling information, +we can use this TensorBoard Plugin to visualize it and analyze the performance bottleneck. + +In this recipe, we will use a simple Resnet model to demonstrate how to +use profiler to analyze model performance. + +Setup +----- +To install ``torch`` and ``torchvision`` use the following command: + +:: + + pip install torch torchvision + + +""" + + +###################################################################### +# Steps +# ----- +# +# 1. Prepare the data and model +# 2. Use profiler to record execution events +# 3. Run the profiler +# 4. Use TensorBoard to view and analyze performance +# 5. Improve performance with the help of profiler +# +# 1. Prepare the data and model +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# Firstly, let’s import all necessary libraries: +# + +import torch +import torch.nn +import torch.optim +import torch.profiler +import torch.utils.data +import torchvision.datasets +import torchvision.models +import torchvision.transforms as T + +###################################################################### +# Then prepare the input data. For this tutorial, we use the CIFAR10 dataset. +# We transform it to desired format and use DataLoader to load each batch. + +transform = T.Compose( + [T.Resize(224), + T.ToTensor(), + T.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))]) +train_set = torchvision.datasets.CIFAR10(root='./data', train=True, download=True, transform=transform) +train_loader = torch.utils.data.DataLoader(train_set, batch_size=32, shuffle=True) # num_workers=4 + +###################################################################### +# Let’s create an instance of a Resnet model, an instance of loss, and an instance of optimizer. +# To run on GPU, we put model and loss to GPU device. + +device = torch.device("cuda:0") +model = torchvision.models.resnet18(pretrained=True).cuda(device) +criterion = torch.nn.CrossEntropyLoss().cuda(device) +optimizer = torch.optim.SGD(model.parameters(), lr=0.001, momentum=0.9) +model.train() + + +###################################################################### +# We define the training step for each batch of input data. + +def train(data): + inputs, labels = data[0].to(device=device), data[1].to(device=device) + outputs = model(inputs) + loss = criterion(outputs, labels) + optimizer.zero_grad() + loss.backward() + optimizer.step() + + +###################################################################### +# 2. Use profiler to record execution events +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# The profiler is enabled through the context manager and accepts a number of parameters, +# some of the most useful are: +# +# - ``schedule`` - callable that takes step (int) as a single parameter +# and returns the profiler action to perform at each step; +# In this example with wait=1, warmup=1, active=5, +# profiler will skip the first step/iteration, +# start warming up on the second, +# record the following five iterations, +# after which the trace will become available and on_trace_ready (when set) is called; +# The cycle repeats starting with the next step until the loop exits. +# During ``wait`` steps, the profiler does not work. +# During ``warmup`` steps, the profiler starts profiling as warmup but does not record any events. +# This is for reducing the profiling overhead. +# The overhead at the beginning of profiling is high and easy to bring skew to the profiling result. +# During ``active`` steps, the profiler works and record events. +# - ``on_trace_ready`` - callable that is called at the end of each cycle; +# In this example we use ``torch.profiler.tensorboard_trace_handler`` to generate result files for TensorBoard. +# After profiling, result files can be generated in the ``./log/resnet18`` directory, +# which could be specified to open and analyzed in TensorBoard. +# - ``record_shapes`` - whether to record shapes of the operator inputs. + +with torch.profiler.profile( + schedule=torch.profiler.schedule(wait=1, warmup=1, active=5), + on_trace_ready=torch.profiler.tensorboard_trace_handler('./log/resnet18'), + record_shapes=True +) as prof: + for step, batch_data in enumerate(train_loader): + if step >= 7: + break + train(batch_data) + prof.step() + + +###################################################################### +# 3. Run the profiler +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# Run the above code. The profiling result will be saved under ``./log`` directory. + + +###################################################################### +# 4. Use TensorBoard to view and analyze performance +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# This requires the latest versions of PyTorch TensorBoard Profiler. +# +# :: +# +# pip install torch_tb_profiler +# + +###################################################################### +# Launch the TensorBoard Profiler. +# +# :: +# +# tensorboard --logdir=./log +# + +###################################################################### +# Open the TensorBoard profile URL in Google Chrome browser or Microsoft Edge browser. +# +# :: +# +# http://localhost:6006/#torch_profiler +# + +###################################################################### +# The profiler’s front page is as below. +# +# .. image:: ../../_static/img/profiler_overview1.png +# :scale: 25 % +# +# This overview shows a high-level summary of performance. +# +# The "Step Time Breakdown" break the time spent on each step into multiple categories. +# In this example, you can see the ``DataLoader`` costs a lot of time. +# +# The bottom "Performance Recommendation" leverages the profiling result +# to automatically highlight likely bottlenecks, +# and gives you actionable optimization suggestions. +# +# You can change the view page in left "Views" dropdown list. +# +# .. image:: ../../_static/img/profiler_views_list.png +# :alt: +# +# The operator view displays the performance of every PyTorch operator +# that is executed either on the host or device. +# +# The GPU kernel view shows all kernels’ time spent on GPU. +# +# The trace view shows timeline of profiled operators and GPU kernels. +# You can select it to see detail as below. +# +# .. image:: ../../_static/img/profiler_trace_view1.png +# :scale: 25 % +# +# You can move the graph and zoom in/out with the help of right side toolbar. +# +# In this example, we can see the event prefixed with ``enumerate(DataLoader)`` costs a lot of time. +# And during most of this period, the GPU is idle. +# Because this function is loading data and transforming data on host side, +# during which the GPU resource is wasted. + + +###################################################################### +# 5. Improve performance with the help of profiler +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# The PyTorch DataLoader uses single process by default. +# User could enable multi-process data loading by setting the parameter ``num_workers``. +# `Here `_ is more details. +# +# In this example, we can set ``num_workers`` as below, +# pass a different name such as ``./log/resnet18_4workers`` to tensorboard_trace_handler, and run it again. +# +# :: +# +# train_loader = torch.utils.data.DataLoader(train_set, batch_size=32, shuffle=True, num_workers=4) +# + +###################################################################### +# Then let’s choose the just profiled run in left "Runs" dropdown list. +# +# .. image:: ../../_static/img/profiler_overview2.png +# :scale: 25 % +# +# From the above view, we can find the step time is reduced, +# and the time reduction of ``DataLoader`` mainly contributes. +# +# .. image:: ../../_static/img/profiler_trace_view2.png +# :scale: 25 % +# +# From the above view, we can find the event of ``enumerate(DataLoader)`` is shortened, +# and the GPU utilization is increased. + +###################################################################### +# Learn More +# ---------- +# +# Take a look at the following recipes/tutorials to continue your learning: +# +# - `Pytorch TensorBoard Profiler github `_ +# - `Pytorch Profiler `_ +# - `Profiling Your Pytorch Module `_ tutorial From 4e38aca75e7c6ae8f02ac5bb839344701ec452ae Mon Sep 17 00:00:00 2001 From: gaoteng-git <75508073@qq.com> Date: Tue, 2 Mar 2021 08:12:44 +0000 Subject: [PATCH 2/6] Update intermediate_source/tensorboard_profiler_tutorial.py Co-authored-by: maxluk --- .../tensorboard_profiler_tutorial.py | 52 +++++++++---------- 1 file changed, 26 insertions(+), 26 deletions(-) diff --git a/intermediate_source/tensorboard_profiler_tutorial.py b/intermediate_source/tensorboard_profiler_tutorial.py index a80a20458ac..d31d534c968 100644 --- a/intermediate_source/tensorboard_profiler_tutorial.py +++ b/intermediate_source/tensorboard_profiler_tutorial.py @@ -1,8 +1,8 @@ """ PyTorch TensorBoard Profiler ==================================== -This recipe explains how to use PyTorch TensorBoard Profiler -and measure the performance bottleneck of the model. +This recipe demonstrates how to use PyTorch Profiler +to detect performance bottlenecks of the model. .. note:: PyTorch 1.8 introduces the new API that will replace the older profiler API @@ -10,10 +10,10 @@ Introduction ------------ -PyTorch 1.8 includes an updated profiler API that could help user -record both the operators running on CPU side and the CUDA kernels running on GPU side. -Given the profiling information, -we can use this TensorBoard Plugin to visualize it and analyze the performance bottleneck. +PyTorch 1.8 includes an updated profiler API capable of +recording the CPU side operations as well as the CUDA kernel launches on the GPU side. +The profiler can visualize this information +in TensorBoard Plugin and provide analysis of the performance bottlenecks. In this recipe, we will use a simple Resnet model to demonstrate how to use profiler to analyze model performance. @@ -37,13 +37,13 @@ # 1. Prepare the data and model # 2. Use profiler to record execution events # 3. Run the profiler -# 4. Use TensorBoard to view and analyze performance +# 4. Use TensorBoard to view results and analyze performance # 5. Improve performance with the help of profiler # # 1. Prepare the data and model # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # -# Firstly, let’s import all necessary libraries: +# First, import all necessary libraries: # import torch @@ -57,18 +57,18 @@ ###################################################################### # Then prepare the input data. For this tutorial, we use the CIFAR10 dataset. -# We transform it to desired format and use DataLoader to load each batch. +# Transform it to the desired format and use DataLoader to load each batch. transform = T.Compose( [T.Resize(224), T.ToTensor(), T.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))]) train_set = torchvision.datasets.CIFAR10(root='./data', train=True, download=True, transform=transform) -train_loader = torch.utils.data.DataLoader(train_set, batch_size=32, shuffle=True) # num_workers=4 +train_loader = torch.utils.data.DataLoader(train_set, batch_size=32, shuffle=True) ###################################################################### -# Let’s create an instance of a Resnet model, an instance of loss, and an instance of optimizer. -# To run on GPU, we put model and loss to GPU device. +# Next, create Resnet model, loss function, and optimizer objects. +# To run on GPU, move model and loss to GPU device. device = torch.device("cuda:0") model = torchvision.models.resnet18(pretrained=True).cuda(device) @@ -78,7 +78,7 @@ ###################################################################### -# We define the training step for each batch of input data. +# Define the training step for each batch of input data. def train(data): inputs, labels = data[0].to(device=device), data[1].to(device=device) @@ -93,7 +93,7 @@ def train(data): # 2. Use profiler to record execution events # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # -# The profiler is enabled through the context manager and accepts a number of parameters, +# The profiler is enabled through the context manager and accepts several parameters, # some of the most useful are: # # - ``schedule`` - callable that takes step (int) as a single parameter @@ -111,8 +111,8 @@ def train(data): # During ``active`` steps, the profiler works and record events. # - ``on_trace_ready`` - callable that is called at the end of each cycle; # In this example we use ``torch.profiler.tensorboard_trace_handler`` to generate result files for TensorBoard. -# After profiling, result files can be generated in the ``./log/resnet18`` directory, -# which could be specified to open and analyzed in TensorBoard. +# After profiling, result files will be saved into the ``./log/resnet18`` directory. +# Specify this directory as a ``logdir`` parameter to analyze profile in TensorBoard. # - ``record_shapes`` - whether to record shapes of the operator inputs. with torch.profiler.profile( @@ -135,10 +135,10 @@ def train(data): ###################################################################### -# 4. Use TensorBoard to view and analyze performance +# 4. Use TensorBoard to view results and analyze performance # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # -# This requires the latest versions of PyTorch TensorBoard Profiler. +# Install PyTorch Profiler TensorBoard Plugin. # # :: # @@ -146,7 +146,7 @@ def train(data): # ###################################################################### -# Launch the TensorBoard Profiler. +# Launch the TensorBoard. # # :: # @@ -158,21 +158,21 @@ def train(data): # # :: # -# http://localhost:6006/#torch_profiler +# http://localhost:6006/#pytorch_profiler # ###################################################################### -# The profiler’s front page is as below. +# You should see Profiler plugin page as shown below. # # .. image:: ../../_static/img/profiler_overview1.png # :scale: 25 % # -# This overview shows a high-level summary of performance. +# The overview shows a high-level summary of model performance. # -# The "Step Time Breakdown" break the time spent on each step into multiple categories. -# In this example, you can see the ``DataLoader`` costs a lot of time. +# The "Step Time Breakdown" shows distribution of time spent in each step over different categories of execution. +# In this example, you can see the ``DataLoader`` overhead is significant. # -# The bottom "Performance Recommendation" leverages the profiling result +# The bottom "Performance Recommendation" uses the profiling data # to automatically highlight likely bottlenecks, # and gives you actionable optimization suggestions. # @@ -187,7 +187,7 @@ def train(data): # The GPU kernel view shows all kernels’ time spent on GPU. # # The trace view shows timeline of profiled operators and GPU kernels. -# You can select it to see detail as below. +# You can select it to see details as below. # # .. image:: ../../_static/img/profiler_trace_view1.png # :scale: 25 % From df9e35f224659fdee6c113ffc0c0d6d72db412a7 Mon Sep 17 00:00:00 2001 From: Teng Gao Date: Tue, 2 Mar 2021 16:39:14 +0800 Subject: [PATCH 3/6] update title --- intermediate_source/tensorboard_profiler_tutorial.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/intermediate_source/tensorboard_profiler_tutorial.py b/intermediate_source/tensorboard_profiler_tutorial.py index d31d534c968..a1a370f374e 100644 --- a/intermediate_source/tensorboard_profiler_tutorial.py +++ b/intermediate_source/tensorboard_profiler_tutorial.py @@ -1,5 +1,5 @@ """ -PyTorch TensorBoard Profiler +PyTorch Profiler With TensorBoard ==================================== This recipe demonstrates how to use PyTorch Profiler to detect performance bottlenecks of the model. @@ -162,7 +162,7 @@ def train(data): # ###################################################################### -# You should see Profiler plugin page as shown below. +# You could see Profiler plugin page as shown below. # # .. image:: ../../_static/img/profiler_overview1.png # :scale: 25 % From 428f78ac7aa84cfb616fc850d2f74a49e73d0425 Mon Sep 17 00:00:00 2001 From: Teng Gao Date: Wed, 10 Mar 2021 21:08:27 +0800 Subject: [PATCH 4/6] remove testing on windows because kineto doesn't support windows now --- .circleci/scripts/build_for_windows.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/.circleci/scripts/build_for_windows.sh b/.circleci/scripts/build_for_windows.sh index 0d7fbb79d56..07127fc85ee 100644 --- a/.circleci/scripts/build_for_windows.sh +++ b/.circleci/scripts/build_for_windows.sh @@ -49,6 +49,7 @@ if [[ "${CIRCLE_JOB}" == *worker_* ]]; then python $DIR/remove_runnable_code.py advanced_source/static_quantization_tutorial.py advanced_source/static_quantization_tutorial.py || true python $DIR/remove_runnable_code.py beginner_source/hyperparameter_tuning_tutorial.py beginner_source/hyperparameter_tuning_tutorial.py || true python $DIR/remove_runnable_code.py beginner_source/audio_preprocessing_tutorial.py beginner_source/audio_preprocessing_tutorial.py || true + python $DIR/remove_runnable_code.py intermediate_source/tensorboard_profiler_tutorial.py intermediate_source/tensorboard_profiler_tutorial.py || true # Temp remove for mnist download issue. (Re-enabled for 1.8.1) # python $DIR/remove_runnable_code.py beginner_source/fgsm_tutorial.py beginner_source/fgsm_tutorial.py || true From 50778d81ef90642171af055e21d5df913c7fd656 Mon Sep 17 00:00:00 2001 From: Teng Gao Date: Wed, 10 Mar 2021 23:41:37 +0800 Subject: [PATCH 5/6] rename --- index.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/index.rst b/index.rst index 42d4e0a29f5..de37c2c16fe 100644 --- a/index.rst +++ b/index.rst @@ -322,7 +322,7 @@ Welcome to PyTorch Tutorials :header: Performance Profiling in Tensorboard :card_description: Learn how to use tensorboard plugin to profile and analyze your model's performance. :image: _static/img/thumbnails/cropped/profiler.png - :link: intermediate/tensorboard_profiler.html + :link: intermediate/tensorboard_profiler_tutorial.html :tags: Model-Optimization,Best-Practice,Profiling .. customcarditem:: @@ -634,7 +634,7 @@ Additional Resources :caption: Model Optimization beginner/profiler - intermediate/tensorboard_profiler + intermediate/tensorboard_profiler_tutorial beginner/hyperparameter_tuning_tutorial intermediate/parametrizations intermediate/pruning_tutorial From 939474e549f4571255046b0e90d76c7e1498280f Mon Sep 17 00:00:00 2001 From: Teng Gao Date: Tue, 20 Apr 2021 16:06:19 +0800 Subject: [PATCH 6/6] Update with the help of Ilia --- .../tensorboard_profiler_tutorial.py | 23 ++++++++----------- 1 file changed, 9 insertions(+), 14 deletions(-) diff --git a/intermediate_source/tensorboard_profiler_tutorial.py b/intermediate_source/tensorboard_profiler_tutorial.py index a1a370f374e..a17b82934be 100644 --- a/intermediate_source/tensorboard_profiler_tutorial.py +++ b/intermediate_source/tensorboard_profiler_tutorial.py @@ -1,13 +1,9 @@ """ PyTorch Profiler With TensorBoard ==================================== -This recipe demonstrates how to use PyTorch Profiler +This tutorial demonstrates how to use TensorBoard plugin with PyTorch Profiler to detect performance bottlenecks of the model. -.. note:: - PyTorch 1.8 introduces the new API that will replace the older profiler API - in the future releases. Check the new API at `this page `__. - Introduction ------------ PyTorch 1.8 includes an updated profiler API capable of @@ -15,8 +11,8 @@ The profiler can visualize this information in TensorBoard Plugin and provide analysis of the performance bottlenecks. -In this recipe, we will use a simple Resnet model to demonstrate how to -use profiler to analyze model performance. +In this tutorial, we will use a simple Resnet model to demonstrate how to +use TensorBoard plugin to analyze model performance. Setup ----- @@ -98,7 +94,7 @@ def train(data): # # - ``schedule`` - callable that takes step (int) as a single parameter # and returns the profiler action to perform at each step; -# In this example with wait=1, warmup=1, active=5, +# In this example with ``wait=1, warmup=1, active=5``, # profiler will skip the first step/iteration, # start warming up on the second, # record the following five iterations, @@ -108,7 +104,7 @@ def train(data): # During ``warmup`` steps, the profiler starts profiling as warmup but does not record any events. # This is for reducing the profiling overhead. # The overhead at the beginning of profiling is high and easy to bring skew to the profiling result. -# During ``active`` steps, the profiler works and record events. +# During ``active`` steps, the profiler works and records events. # - ``on_trace_ready`` - callable that is called at the end of each cycle; # In this example we use ``torch.profiler.tensorboard_trace_handler`` to generate result files for TensorBoard. # After profiling, result files will be saved into the ``./log/resnet18`` directory. @@ -124,7 +120,7 @@ def train(data): if step >= 7: break train(batch_data) - prof.step() + prof.step() # Need call this at the end of each step to notify profiler of steps' boundary. ###################################################################### @@ -228,15 +224,14 @@ def train(data): # .. image:: ../../_static/img/profiler_trace_view2.png # :scale: 25 % # -# From the above view, we can find the event of ``enumerate(DataLoader)`` is shortened, +# From the above view, we can see that the runtime of ``enumerate(DataLoader)`` is reduced, # and the GPU utilization is increased. ###################################################################### # Learn More # ---------- # -# Take a look at the following recipes/tutorials to continue your learning: +# Take a look at the following documents to continue your learning: # # - `Pytorch TensorBoard Profiler github `_ -# - `Pytorch Profiler `_ -# - `Profiling Your Pytorch Module `_ tutorial +# - `torch.profiler API `_