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+===================================================================================== + +In this recipe, you will learn: + +* An overview of Intel® VTune™ Profiler +* An overview of the Instrumentation and Tracing Technology (ITT) API +* How to visualize PyTorch model hierarchy in Intel® VTune™ Profiler +* A short sample code showcasing how to use PyTorch ITT APIs + + +Requirements +------------ + +* PyTorch 1.13+ +* Intel® VTune™ Profiler + +The instructions for installing PyTorch are available at `pytorch.org `_. + + +Overview of Intel® VTune™ Profiler +---------------------------------- + +Intel® VTune™ Profiler is a performance analysis tool for serial and +multithreaded applications. Users can use VTune Profiler to analyze their applications. Intel® VTune™ Profiler helps to identify potential benefits for applications from available hardware resources. + +For those who are familiar with Intel Architecture, Intel® VTune™ Profiler provides a rich set of metrics to help users understand how the application executed on Intel platforms, and thus have an idea where the performance bottleneck is. + +More detailed information, including getting started guide, are available `here `_. + +Overview of the Instrumentation and Tracing Technology (ITT) API +---------------------------------------------------------------- + +`The Instrumentation and Tracing Technology API (ITT API) `_ provided by the Intel® VTune™ Profiler enables target application to generate and control the collection of trace data during its execution. + +ITT API has the following features: + +* Controls application performance overhead based on the amount of traces that you collect. +* Enables trace collection without recompiling your application. +* Supports applications in C/C++ and Fortran environments on Windows*, Linux*, FreeBSD*, or Android* systems. +* Supports instrumentation for tracing application code. + +The advantage of ITT feature is to label time span of individual PyTorch operators, as well as customized regions, on Intel® VTune™ Profiler GUI. When users find anything abnormal, it will be very helptful to locate which operator behaved unexpected. + +**Note:** The ITT API had been integrated into PyTorch since 1.13. Users don't need to invoke the original ITT C/C++ APIs, but only need to invoke the Python APIs in PyTorch. More detailed information can be found at `PyTorch Docs `_. + +How to visualize PyTorch model hierarchy in Intel® VTune™ Profiler +------------------------------------------------------------------ + +Two types of usage are provided in PyTorch: + +1. Implicit invocation: By default, all operators registered following PyTorch operator registration mechanism will be labled by ITT feature automatically when is feature is enabled. + +2. Explicit invocation: If customized labeling is needed, users can use APIs mentioned at `PyTorch Docs `_ explicitly to label a desired range. + + +To enable this feature, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope, as below. + +.. code:: python3 + + with torch.autograd.profiler.emit_itt(): + + + +To verify functionality, you need to start an Intel® VTune™ Profiler instance. Please check the `Intel® VTune™ Profiler user guide `_ for steps of launch Intel® VTune™ Profiler. + +Once you get Intel® VTune™ Profiler GUI launched, you should see a user interface as below. + +.. figure:: /_static/img/itt_tutorial/vtune_start.png + :width: 100% + :align: center + +Three sample results are available in the left side navigation bar under `sample (matrix)` project. If you don't want profiling results appear in this default sample project, you can create a new project via the button `New Project...` under the blue `Configure Analysis...` button. To start a new profiling, click the blue `Configure Analysis...` button to initiate configuration of the profiling. + +.. figure:: /_static/img/itt_tutorial/vtune_config.png + :width: 100% + :align: center + +Right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activate a conda environment and setting required environment variable, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler user guide `_. + +With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in Intel® VTune™ Profiler timeline. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in next section for details. + +.. figure:: /_static/img/itt_tutorial/vtune_timeline.png + :width: 100% + :align: center + +A short sample code showcasing how to use PyTorch ITT APIs +---------------------------------------------------------- + +Sample code below is the script that was used for profiling in the screenshots above. + +The topology is formed by 2 operators, `Conv2d` and `Linear`. Three iterations of inference were performed. Each iteration was labled by PyTorch ITT APIs as text string `iteration_N`. Either pair of `torch.profile.itt.range_push` and `torch.profile.itt.range_pop` or `torch.profile.itt.range` scope does the customized labeling feature. + +.. code:: python3 + + # sample.py + + import torch + import torch.nn as nn + + class ITTSample(nn.Module): + def __init__(self): + super(ITTSample, self).__init__() + self.conv = nn.Conv2d(3, 5, 3) + self.linear = nn.Linear(292820, 1000) + + def forward(self, x): + x = self.conv(x) + x = x.view(x.shape[0], -1) + x = self.linear(x) + return x + + def main(): + m = ITTSample() + x = torch.rand(10, 3, 244, 244) + with torch.autograd.profiler.emit_itt(): + for i in range(3) + # Labeling a region with pair of range_push and range_pop + #torch.profiler.itt.range_push(f'iteration_{i}') + #m(x) + #torch.profiler.itt.range_pop() + + # Labeling a region with range scope + with torch.profiler.itt.range(f'iteration_{i}'): + m(x) + + if __name__ == '__main__': + main() + + +The `launch.sh` bash script to wrap all manual steps is shown below. + +.. code:: bash + + # launch.sh + + #!/bin/bash + + # Retrive the directory path where contains both the sample.py and launch.sh so that this script can be invoked from any directory + BASEFOLDER=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) + source ~/miniconda3/bin/activate + conda activate ipex_py38 + cd ${BASEFOLDER} + python sample.py diff --git a/recipes_source/recipes_index.rst b/recipes_source/recipes_index.rst index 46587ffabe8..c1cbfdd860f 100644 --- a/recipes_source/recipes_index.rst +++ b/recipes_source/recipes_index.rst @@ -116,6 +116,13 @@ Recipes are bite-sized, actionable examples of how to use specific PyTorch featu :link: ../recipes/recipes/profiler_recipe.html :tags: Basics +.. customcarditem:: + :header: PyTorch Profiler with Instrumentation and Tracing Technology API (ITT API) support + :card_description: Learn how to use PyTorch's profiler with Instrumentation and Tracing Technology API (ITT API) to visualize operators labeling in Intel® VTune™ Profiler GUI + :image: ../_static/img/thumbnails/cropped/profiler.png + :link: ../recipes/recipes/profile_with_itt.html + :tags: Basics + .. Interpretability .. customcarditem:: From ac94960a0680cb20ec7f3263253f318c53baaeb5 Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Sat, 8 Oct 2022 09:13:33 +0900 Subject: [PATCH 2/8] amend according to review comments --- recipes_source/profile_with_itt.rst | 46 +++++++++++++++-------------- recipes_source/recipes_index.rst | 1 + 2 files changed, 25 insertions(+), 22 deletions(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index 94ff6624df8..ec5667f6e88 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -3,8 +3,8 @@ Profiling PyTorch workloads with The Instrumentation and Tracing Technology (ITT In this recipe, you will learn: -* An overview of Intel® VTune™ Profiler -* An overview of the Instrumentation and Tracing Technology (ITT) API +* What is Intel® VTune™ Profiler +* What is Instrumentation and Tracing Technology (ITT) API * How to visualize PyTorch model hierarchy in Intel® VTune™ Profiler * A short sample code showcasing how to use PyTorch ITT APIs @@ -12,24 +12,24 @@ In this recipe, you will learn: Requirements ------------ -* PyTorch 1.13+ +* PyTorch v1.13 or later * Intel® VTune™ Profiler -The instructions for installing PyTorch are available at `pytorch.org `_. +The instructions for installing PyTorch are available at `pytorch.org `__. -Overview of Intel® VTune™ Profiler ----------------------------------- +What is Intel® VTune™ Profiler +------------------------------ Intel® VTune™ Profiler is a performance analysis tool for serial and multithreaded applications. Users can use VTune Profiler to analyze their applications. Intel® VTune™ Profiler helps to identify potential benefits for applications from available hardware resources. For those who are familiar with Intel Architecture, Intel® VTune™ Profiler provides a rich set of metrics to help users understand how the application executed on Intel platforms, and thus have an idea where the performance bottleneck is. -More detailed information, including getting started guide, are available `here `_. +More detailed information, including a Getting Started guide, are available `on the Intel website `__. -Overview of the Instrumentation and Tracing Technology (ITT) API ----------------------------------------------------------------- +What is Instrumentation and Tracing Technology (ITT) API +-------------------------------------------------------- `The Instrumentation and Tracing Technology API (ITT API) `_ provided by the Intel® VTune™ Profiler enables target application to generate and control the collection of trace data during its execution. @@ -40,21 +40,23 @@ ITT API has the following features: * Supports applications in C/C++ and Fortran environments on Windows*, Linux*, FreeBSD*, or Android* systems. * Supports instrumentation for tracing application code. -The advantage of ITT feature is to label time span of individual PyTorch operators, as well as customized regions, on Intel® VTune™ Profiler GUI. When users find anything abnormal, it will be very helptful to locate which operator behaved unexpected. +The advantage of ITT feature is to label time span of individual PyTorch operators, as well as customized regions, on Intel® VTune™ Profiler GUI. When users find anything abnormal, it will be very helpful to locate which operator behaved unexpectedly. -**Note:** The ITT API had been integrated into PyTorch since 1.13. Users don't need to invoke the original ITT C/C++ APIs, but only need to invoke the Python APIs in PyTorch. More detailed information can be found at `PyTorch Docs `_. +.. note:: + + The ITT API had been integrated into PyTorch since 1.13. Users don't need to invoke the original ITT C/C++ APIs, but only need to invoke the Python APIs in PyTorch. More detailed information can be found at `PyTorch Docs `__. How to visualize PyTorch model hierarchy in Intel® VTune™ Profiler ------------------------------------------------------------------ Two types of usage are provided in PyTorch: -1. Implicit invocation: By default, all operators registered following PyTorch operator registration mechanism will be labled by ITT feature automatically when is feature is enabled. +1. Implicit invocation: By default, all operators that are registered by following the PyTorch operator registration mechanism will be labeled by ITT feature automatically when its feature is enabled. -2. Explicit invocation: If customized labeling is needed, users can use APIs mentioned at `PyTorch Docs `_ explicitly to label a desired range. +2. Explicit invocation: If customized labeling is needed, users can use APIs mentioned at `PyTorch Docs `__ explicitly to label a desired range. -To enable this feature, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope, as below. +To enable this feature, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope. For example: .. code:: python3 @@ -62,23 +64,23 @@ To enable this feature, codes which are expected to be labeled should be invoked -To verify functionality, you need to start an Intel® VTune™ Profiler instance. Please check the `Intel® VTune™ Profiler user guide `_ for steps of launch Intel® VTune™ Profiler. +To verify the functionality, you need to start an Intel® VTune™ Profiler instance. Please check the `Intel® VTune™ Profiler User Guide `__ for steps to launch Intel® VTune™ Profiler. -Once you get Intel® VTune™ Profiler GUI launched, you should see a user interface as below. +Once you get the Intel® VTune™ Profiler GUI launched, you should see a user interface as below: .. figure:: /_static/img/itt_tutorial/vtune_start.png :width: 100% :align: center -Three sample results are available in the left side navigation bar under `sample (matrix)` project. If you don't want profiling results appear in this default sample project, you can create a new project via the button `New Project...` under the blue `Configure Analysis...` button. To start a new profiling, click the blue `Configure Analysis...` button to initiate configuration of the profiling. +Three sample results are available in the left side navigation bar under `sample (matrix)` project. If you do not want profiling results appear in this default sample project, you can create a new project via the button `New Project...` under the blue `Configure Analysis...` button. To start a new profiling, click the blue `Configure Analysis...` button to initiate configuration of the profiling. .. figure:: /_static/img/itt_tutorial/vtune_config.png :width: 100% :align: center -Right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activate a conda environment and setting required environment variable, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler user guide `_. +The right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set the path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activate a conda environment and setting required environment variable, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with the parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler User Guide `__. -With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in Intel® VTune™ Profiler timeline. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in next section for details. +With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in the Intel® VTune™ Profiler timeline. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in the next section for details. .. figure:: /_static/img/itt_tutorial/vtune_timeline.png :width: 100% @@ -87,9 +89,9 @@ With a successful profiling with ITT, you can open `Platform` tab of the profili A short sample code showcasing how to use PyTorch ITT APIs ---------------------------------------------------------- -Sample code below is the script that was used for profiling in the screenshots above. +The sample code below is the script that was used for profiling in the screenshots above. -The topology is formed by 2 operators, `Conv2d` and `Linear`. Three iterations of inference were performed. Each iteration was labled by PyTorch ITT APIs as text string `iteration_N`. Either pair of `torch.profile.itt.range_push` and `torch.profile.itt.range_pop` or `torch.profile.itt.range` scope does the customized labeling feature. +The topology is formed by two operators, `Conv2d` and `Linear`. Three iterations of inference were performed. Each iteration was labeled by PyTorch ITT APIs as text string `iteration_N`. Either pair of `torch.profile.itt.range_push` and `torch.profile.itt.range_pop` or `torch.profile.itt.range` scope does the customized labeling feature. .. code:: python3 @@ -136,7 +138,7 @@ The `launch.sh` bash script to wrap all manual steps is shown below. #!/bin/bash - # Retrive the directory path where contains both the sample.py and launch.sh so that this script can be invoked from any directory + # Retrive the directory path where the path contains both the sample.py and launch.sh so that this script can be invoked from any directory BASEFOLDER=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) source ~/miniconda3/bin/activate conda activate ipex_py38 diff --git a/recipes_source/recipes_index.rst b/recipes_source/recipes_index.rst index c1cbfdd860f..b21088fcfcd 100644 --- a/recipes_source/recipes_index.rst +++ b/recipes_source/recipes_index.rst @@ -315,6 +315,7 @@ Recipes are bite-sized, actionable examples of how to use specific PyTorch featu /recipes/recipes/save_load_across_devices /recipes/recipes/zeroing_out_gradients /recipes/recipes/profiler_recipe + /recipes/recipes/profile_with_itt /recipes/recipes/Captum_Recipe /recipes/recipes/tensorboard_with_pytorch /recipes/recipes/dynamic_quantization From 6f31d819e73fbfec095e55e4b063f61d3794e6f9 Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Wed, 12 Oct 2022 06:16:43 +0900 Subject: [PATCH 3/8] amendments according to comments --- recipes_source/profile_with_itt.rst | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index ec5667f6e88..ce0ece4d066 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -61,7 +61,7 @@ To enable this feature, codes which are expected to be labeled should be invoked .. code:: python3 with torch.autograd.profiler.emit_itt(): - + To verify the functionality, you need to start an Intel® VTune™ Profiler instance. Please check the `Intel® VTune™ Profiler User Guide `__ for steps to launch Intel® VTune™ Profiler. @@ -78,7 +78,7 @@ Three sample results are available in the left side navigation bar under `sample :width: 100% :align: center -The right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set the path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activate a conda environment and setting required environment variable, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with the parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler User Guide `__. +The right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set the path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activating a Python environment and setting required environment variables, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with the parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler User Guide `__. With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in the Intel® VTune™ Profiler timeline. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in the next section for details. @@ -130,7 +130,7 @@ The topology is formed by two operators, `Conv2d` and `Linear`. Three iterations main() -The `launch.sh` bash script to wrap all manual steps is shown below. +The `launch.sh` bash script, mentioned in the Intel® VTune™ Profiler GUI screenshot, to wrap all manual steps is shown below. .. code:: bash @@ -138,9 +138,8 @@ The `launch.sh` bash script to wrap all manual steps is shown below. #!/bin/bash - # Retrive the directory path where the path contains both the sample.py and launch.sh so that this script can be invoked from any directory + # Retrive the directory path where the path contains both the sample.py and launch.sh so that this bash script can be invoked from any directory BASEFOLDER=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) - source ~/miniconda3/bin/activate - conda activate ipex_py38 + cd ${BASEFOLDER} python sample.py From 18568aee63e3f6016c40456f6f3893498ca79bc2 Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Thu, 13 Oct 2022 08:21:41 +0900 Subject: [PATCH 4/8] amend according to comments --- recipes_source/profile_with_itt.rst | 47 +++++++++++++++++++---------- 1 file changed, 31 insertions(+), 16 deletions(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index ce0ece4d066..a76dceead3f 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -12,7 +12,7 @@ In this recipe, you will learn: Requirements ------------ -* PyTorch v1.13 or later +* PyTorch 1.13 or later * Intel® VTune™ Profiler The instructions for installing PyTorch are available at `pytorch.org `__. @@ -21,10 +21,7 @@ The instructions for installing PyTorch are available at `pytorch.org `__. @@ -33,13 +30,6 @@ What is Instrumentation and Tracing Technology (ITT) API `The Instrumentation and Tracing Technology API (ITT API) `_ provided by the Intel® VTune™ Profiler enables target application to generate and control the collection of trace data during its execution. -ITT API has the following features: - -* Controls application performance overhead based on the amount of traces that you collect. -* Enables trace collection without recompiling your application. -* Supports applications in C/C++ and Fortran environments on Windows*, Linux*, FreeBSD*, or Android* systems. -* Supports instrumentation for tracing application code. - The advantage of ITT feature is to label time span of individual PyTorch operators, as well as customized regions, on Intel® VTune™ Profiler GUI. When users find anything abnormal, it will be very helpful to locate which operator behaved unexpectedly. .. note:: @@ -56,13 +46,15 @@ Two types of usage are provided in PyTorch: 2. Explicit invocation: If customized labeling is needed, users can use APIs mentioned at `PyTorch Docs `__ explicitly to label a desired range. -To enable this feature, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope. For example: +To enable explicit invocation, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope. For example: .. code:: python3 with torch.autograd.profiler.emit_itt(): +Launch Intel® VTune™ Profiler +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ To verify the functionality, you need to start an Intel® VTune™ Profiler instance. Please check the `Intel® VTune™ Profiler User Guide `__ for steps to launch Intel® VTune™ Profiler. @@ -72,20 +64,43 @@ Once you get the Intel® VTune™ Profiler GUI launched, you should see a user i :width: 100% :align: center -Three sample results are available in the left side navigation bar under `sample (matrix)` project. If you do not want profiling results appear in this default sample project, you can create a new project via the button `New Project...` under the blue `Configure Analysis...` button. To start a new profiling, click the blue `Configure Analysis...` button to initiate configuration of the profiling. +Three sample results are available on the left side navigation bar under `sample (matrix)` project. If you do not want profiling results appear in this default sample project, you can create a new project via the button `New Project...` under the blue `Configure Analysis...` button. To start a new profiling, click the blue `Configure Analysis...` button to initiate configuration of the profiling. + +Configure Profiling +~~~~~~~~~~~~~~~~~~~ + +Once you click the `Configure Analysis...` button, you should see the screen below: .. figure:: /_static/img/itt_tutorial/vtune_config.png :width: 100% :align: center -The right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set the path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activating a Python environment and setting required environment variables, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with the parameter to be ``. In the right side `HOW`, you can choose whatever type that you would like to profile. Details can be found at `Intel® VTune™ Profiler User Guide `__. +The right side of the windows is split into 3 parts: `WHERE` (top left), `WHAT` (bottom left), and `HOW` (right). With `WHERE`, you can assign a machine where you want to run the profiling on. With `WHAT`, you can set the path of the application that you want to profile. To profile a PyTorch script, it is recommended to wrap all manual steps, including activating a Python environment and setting required environment variables, into a bash script, then profile this bash script. In the screenshot above, we wrapped all steps into the `launch.sh` bash script and profile `bash` with the parameter to be ``. On the right side `HOW`, you can choose whatever type that you would like to profile. Intel® VTune™ Profiler provides a bunch of profiling types that you can choose from. Details can be found at `Intel® VTune™ Profiler User Guide `__. + +Read Profiling Result +~~~~~~~~~~~~~~~~~~~~~ -With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in the Intel® VTune™ Profiler timeline. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in the next section for details. +With a successful profiling with ITT, you can open `Platform` tab of the profiling result to see labels in the Intel® VTune™ Profiler timeline. .. figure:: /_static/img/itt_tutorial/vtune_timeline.png :width: 100% :align: center + +The timeline shows the main thread as a `python` thread on the top, and individual OpenMP threads below. Labeled PyTorch operators and customized regions are shown in the main thread row. All operators starting with `aten::` are operators labeled implicitly by the ITT feature in PyTorch. Labels `iteration_N` are explicitly labeled with specific APIs `torch.profiler.itt.range_push()`, `torch.profiler.itt.range_pop()` or `torch.profiler.itt.range()` scope. Please check the sample code in the next section for details. + +.. note:: + + Red boxes marked with `convolution` and `reorder` are labeled from Intel® oneAPI Deep Neural Network Library (oneDNN). + +As illustrated on the right side navigation bar, brown portions in the timeline rows show CPU usage of individual threads. The percerntage of height of a thread row that the brown portion occupies at a timestamp aligns to that of the CPU usage in that thread at that timestamp. Thus, it is intuitive from this timeline to understand the followings: + +1. How well CPU cores are utlized on each thread. +2. How balance CPU cores are utilized on all threads. Do all threads have good CPU usage? +3. How well OpenMP threads are synchronized. Are there jitters when starting OpenMP threads or OpenMP threads finish. + +Of course there are much more enriched sets of profiling features that Intel® VTune™ Profiler provides to help you understand a performance issue. When you understand the root cause of a performance issue, you can get it fixed. More detailed usage instructions are available at `Intel® VTune™ Profiler User Guide `__. + A short sample code showcasing how to use PyTorch ITT APIs ---------------------------------------------------------- From e7ce68c9864f12da3c094351748389aa6ae998e1 Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Thu, 13 Oct 2022 08:37:57 +0900 Subject: [PATCH 5/8] grammar fix --- recipes_source/profile_with_itt.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index a76dceead3f..0c9e88430e9 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -93,7 +93,7 @@ The timeline shows the main thread as a `python` thread on the top, and individu Red boxes marked with `convolution` and `reorder` are labeled from Intel® oneAPI Deep Neural Network Library (oneDNN). -As illustrated on the right side navigation bar, brown portions in the timeline rows show CPU usage of individual threads. The percerntage of height of a thread row that the brown portion occupies at a timestamp aligns to that of the CPU usage in that thread at that timestamp. Thus, it is intuitive from this timeline to understand the followings: +As illustrated on the right side navigation bar, brown portions in the timeline rows show CPU usage of individual threads. The percerntage of height of a thread row that the brown portion occupies at a timestamp aligns with that of the CPU usage in that thread at that timestamp. Thus, it is intuitive from this timeline to understand the followings: 1. How well CPU cores are utlized on each thread. 2. How balance CPU cores are utilized on all threads. Do all threads have good CPU usage? From d4db9f2d1c8a858833d8adb73224822377e0604c Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Thu, 13 Oct 2022 09:37:10 +0900 Subject: [PATCH 6/8] amend according to comments --- recipes_source/profile_with_itt.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index 0c9e88430e9..792d48206ed 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -46,12 +46,12 @@ Two types of usage are provided in PyTorch: 2. Explicit invocation: If customized labeling is needed, users can use APIs mentioned at `PyTorch Docs `__ explicitly to label a desired range. -To enable explicit invocation, codes which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope. For example: +To enable explicit invocation, code which are expected to be labeled should be invoked under a `torch.autograd.profiler.emit_itt()` scope. For example: .. code:: python3 with torch.autograd.profiler.emit_itt(): - + Launch Intel® VTune™ Profiler ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ From 541c64e569cda414bd89116f4343e1ad1583213b Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Fri, 14 Oct 2022 06:22:38 +0900 Subject: [PATCH 7/8] typo fix --- recipes_source/profile_with_itt.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index 792d48206ed..de67366e206 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -153,7 +153,7 @@ The `launch.sh` bash script, mentioned in the Intel® VTune™ Profiler GUI scre #!/bin/bash - # Retrive the directory path where the path contains both the sample.py and launch.sh so that this bash script can be invoked from any directory + # Retrieve the directory path where the path contains both the sample.py and launch.sh so that this bash script can be invoked from any directory BASEFOLDER=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) cd ${BASEFOLDER} From d701ac09395d4b374d1ac9a065a1fb066f84a5d3 Mon Sep 17 00:00:00 2001 From: Jing Xu Date: Fri, 14 Oct 2022 16:51:31 +0900 Subject: [PATCH 8/8] typo fix --- recipes_source/profile_with_itt.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/recipes_source/profile_with_itt.rst b/recipes_source/profile_with_itt.rst index de67366e206..7ddb1ab3fee 100644 --- a/recipes_source/profile_with_itt.rst +++ b/recipes_source/profile_with_itt.rst @@ -95,7 +95,7 @@ The timeline shows the main thread as a `python` thread on the top, and individu As illustrated on the right side navigation bar, brown portions in the timeline rows show CPU usage of individual threads. The percerntage of height of a thread row that the brown portion occupies at a timestamp aligns with that of the CPU usage in that thread at that timestamp. Thus, it is intuitive from this timeline to understand the followings: -1. How well CPU cores are utlized on each thread. +1. How well CPU cores are utilized on each thread. 2. How balance CPU cores are utilized on all threads. Do all threads have good CPU usage? 3. How well OpenMP threads are synchronized. Are there jitters when starting OpenMP threads or OpenMP threads finish.